Methods of Treating Liver Disease with Phosphodiesterase 3B (PDE3B) Inhibitors

Abstract

The present disclosure provides methods of treating a subject having liver disease or type 2 diabetes, and methods of identifying a subject at increased risk for developing liver disease or type 2 diabetes.

Description

[Technical field]

[0001] Sequence Listing Reference This application contains a Sequence Listing that has been submitted electronically as a text file of 1,057 kilobytes in size under the title 18923806902SEQ, created on May 9, 2022. This Sequence Listing is incorporated herein by reference.

[0002] The present disclosure relates generally to the treatment of subjects with liver disease with phosphodiesterase 3B (PDE3B) inhibitors, and to methods of identifying subjects at increased risk for developing liver disease. [Background technology]

[0003] Chronic liver disease and cirrhosis are the leading causes of morbidity and mortality in the United States, accounting for 38,170 deaths in 2014 (1.5% of total deaths) (Non-Patent Document 1). In the United States, the most common etiologies of cirrhosis are alcoholic liver disease, chronic hepatitis C, and non-alcoholic fatty liver disease (NAFLD), which accounted for approximately 80% of subjects awaiting liver transplantation between 2004 and 2013 (Non-Patent Document 2). The estimated prevalence of NAFLD in the United States ranges from 19 to 46 percent (Non-Patent Document 3, Non-Patent Document 4, and Non-Patent Document 5), and has been increasing over time, likely in conjunction with rising obesity rates, a major risk factor for NAFLD (Non-Patent Document 6) (Non-Patent Document 7). Whereas there have been significant advances in the treatment of hepatitis C, there are currently no evidence-based treatments for alcoholic or non-alcoholic liver disease and cirrhosis.

[0004] The global epidemic of type 2 diabetes (T2D) is a major public health problem as the disease is the fifth leading cause of death worldwide and a leading cause of morbidity, premature coronary heart disease, stroke, peripheral vascular disease, renal failure, and amputation. The number of people living with diabetes worldwide is projected to increase from 366 million in 2011 to 552 million by 2030.

[0005] T2D is characterized by hyperglycemia due to impaired insulin secretion and insulin resistance in target tissues. T2D is typically diagnosed after age 40 and is caused by the combined effects of genetic susceptibility and environmental factors. T2D is associated with obesity and is also a multigenic disease.

[0006] Phosphodiesterase 3B (PDE3B) is a member of the phosphohydrolase family that catalyzes the hydrolysis of the 3' cyclic phosphate bond in adenosine and / or guanine 3',5' cyclic monophosphate (cAMP and / or cGMP), resulting in the formation of the respective nucleoside 5' monophosphate. The cyclic nucleotides cAMP and cGMP function as second messengers in many cell signaling pathways. PDEs, as well as guanylyl and adenylyl cyclases that synthesize cyclic nucleotides, are cellular components that regulate the concentration of cyclic nucleotides and thus regulate signaling pathways. In particular, PDEs regulate second messengers by controlling their degradation. [Prior art documents] [Non-patent literature]

[0007] [Non-Patent Document 1] Kochanek et al.,Nat'l.Vital Stat.Rep.,2016,65,1-122 [Non-Patent Document 2] Wong et al.,Gastroenterology,2015,148,547-555 [Non-Patent Document 3] Browning et al.,Hepatology,2004,40,1387-1395 [Non-Patent Document 4] Lazo et al.,Am.J.Epidemiol.,2013,178,38-45 [Non-Patent Document 5] Williams et al.,Gastroenterology,2011,140,124-131 [Non-Patent Document 6] Cohen et al.,Science,2011,332,1519-1523 [Non-Patent Document 7] Younossi et al.,Clin.Gastroenterol.Hepatol.,2011,9,524-530 Summary of the Invention

[0008] The present disclosure provides a method of treating a subject having or at risk of developing liver disease, or a subject having risk factors for developing liver disease, or a subject at risk of developing a complication of liver disease, comprising administering a PDE3B inhibitor to the subject.

[0009] The present disclosure also provides a method of treating a subject having or at risk of developing fatty liver disease, or a subject having risk factors for developing fatty liver disease, or a subject at risk of developing a complication of fatty liver disease, comprising administering a PDE3B inhibitor to the subject.

[0010] The present disclosure also provides a method of treating a subject having or at risk of developing hepatocellular carcinoma, or a subject having risk factors for developing hepatocellular carcinoma, or a subject at risk of developing a complication of hepatocellular carcinoma, comprising administering a PDE3B inhibitor to the subject.

[0011] The present disclosure also provides a method of treating a subject having or at risk of developing cirrhosis, or a subject having risk factors for developing cirrhosis, or a subject at risk of developing a complication of cirrhosis, comprising administering PDE3B to the subject.

[0012] The present disclosure also provides a method of treating a subject having or at risk of developing liver fibrosis, or a subject having risk factors for developing liver fibrosis, or a subject at risk of developing a complication of liver fibrosis, comprising administering a PDE3B inhibitor to the subject.

[0013] The disclosure also provides a method of treating a subject having simple fatty liver, steatohepatitis or nonalcoholic steatohepatitis (NASH) or at risk of developing simple fatty liver, steatohepatitis or NASH, or a subject having risk factors for developing simple fatty liver, steatohepatitis or NASH, or a subject at risk of developing a complication of simple fatty liver, steatohepatitis or NASH, comprising administering a PDE3B inhibitor to the subject.

[0014] The present disclosure also provides a method of treating a subject having or at risk of developing liver injury, or a subject having risk factors for developing liver injury, or a subject at risk of developing a complication of liver injury, comprising administering a PDE3B inhibitor to the subject.

[0015] The present disclosure also provides a method of treating a subject having or at risk of developing type 2 diabetes, or a subject having risk factors for developing type 2 diabetes, or a subject at risk of developing a complication of type 2 diabetes, comprising administering a PDE3B inhibitor to the subject.

[0016] The disclosure also provides a method of treating a subject with a therapeutic agent that treats or inhibits liver disease or type 2 diabetes, wherein the subject is afflicted with liver disease or type 2 diabetes, the method comprising determining whether the subject has a predicted PDE3B loss-of-function or missense variant nucleic acid molecule encoding a human PDE3B polypeptide by obtaining or obtaining a biological sample from the subject and performing or having performed a sequence analysis on the biological sample to determine whether the subject has a genotype that includes a predicted PDE3B loss-of-function or missense variant nucleic acid molecule, and administering to the subject an amount of a therapeutic agent that treats or inhibits liver disease or type 2 diabetes that is equal to or less than a standard dosage if the subject is heterozygous for the predicted PDE3B loss-of-function or missense variant nucleic acid molecule. and administering or continuously administering to the subject a therapeutic agent that treats or inhibits liver disease or type 2 diabetes in an amount equal to or less than the standard dosage if the subject is homozygous for a PDE3B predicted loss-of-function or missense variant nucleic acid molecule, and administering to the subject a PDE3B inhibitor, wherein the presence of a genotype having a PDE3B predicted loss-of-function or missense variant nucleic acid molecule encoding a human PDE3B polypeptide indicates that the subject has a reduced risk of developing liver disease or type 2 diabetes.

[0017] The present disclosure also provides a method for identifying a subject having an increased risk of developing liver disease or type 2 diabetes, the method comprising determining, or having determined, the presence or absence of a PDE3B predicted loss-of-function or missense variant nucleic acid molecule encoding a human PDE3B polypeptide in a biological sample obtained from the subject, where if the subject is a PDE3B reference, the subject has an increased risk of developing liver disease or type 2 diabetes, and if the subject is heterozygous or homozygous for the predicted loss-of-function or missense variant in PDE3B, the subject has a decreased risk of developing liver disease or type 2 diabetes.

[0018] The present disclosure also provides therapeutic agents that treat or inhibit liver disease or type 2 diabetes for use in treating liver disease or type 2 diabetes in a subject that is a PDE3B reference (in amounts greater than standard dosages) or has a PDE3B predicted loss-of-function or missense variant genomic nucleic acid molecule encoding a phosphodiesterase 3B (PDE3B) polypeptide, a PDE3B predicted loss-of-function or missense variant mRNA molecule encoding a PDE3B polypeptide, or a PDE3B predicted loss-of-function or missense variant cDNA molecule encoding a PDE3B polypeptide (in amounts less than or equal to standard dosages).

[0019] The present disclosure also provides a PDE3B inhibitor that treats or inhibits liver disease or type 2 diabetes for use in treating liver disease or type 2 diabetes in a subject, the PDE3B inhibitor being a PDE3B reference or heterozygous to a PDE3B predicted loss-of-function or missense variant genomic nucleic acid molecule encoding a PDE3B polypeptide, a PDE3B predicted loss-of-function or missense variant mRNA molecule encoding a PDE3B polypeptide, or a PDE3B predicted loss-of-function or missense variant cDNA molecule encoding a PDE3B polypeptide. DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS

[0020] Various terms relating to aspects of the present disclosure are used throughout the specification and claims. Unless otherwise indicated, such terms are to be given their ordinary meaning in the art. Other specifically defined terms are to be interpreted in a manner consistent with the definitions provided herein.

[0021] Unless expressly stated otherwise, any method or aspect described herein is in no way intended to be construed as requiring that its steps be performed in a particular order. Thus, unless specifically set forth in the claims or description by a method claim that the steps should be limited to a particular order, no order is intended to be imposed in any respect. This also applies to any possible implicit criteria of interpretation, including logical matters regarding the arrangement of steps or workflow, general meanings derived from grammatical construction or punctuation, or the number or type of aspects described herein.

[0022] As used herein, the singular forms "a," "an," and "the" include plural referents unless the context clearly dictates otherwise. As used herein, the term "about" means that the recited numerical values ​​are approximate and that small variations will not significantly affect the practice of the disclosed embodiments. When numerical values ​​are used, unless otherwise indicated by context, the term "about" means that the numerical values ​​can vary by ±10% and remain within the scope of the disclosed embodiments.

[0023] As used herein, the term "comprising" may be replaced with "consisting of" or "consisting essentially of," as desired in certain embodiments.

[0024] As used herein, the term "isolated" refers to a nucleic acid molecule or polypeptide and means that the nucleic acid molecule or polypeptide is in a state other than its natural environment, e.g., apart from blood and / or animal tissue. In some embodiments, an isolated nucleic acid molecule or polypeptide is substantially free of other nucleic acid molecules or other polypeptides, particularly other nucleic acid molecules or polypeptides of animal origin. In some embodiments, the nucleic acid molecule or polypeptide may be in a highly purified form, i.e., greater than 95% pure or greater than 99% pure. When used in this context, the term "isolated" does not exclude the presence of the same nucleic acid molecule or polypeptide in alternative physical forms, such as dimers or alternatively phosphorylated or derivatized forms.

[0025] As used herein, the terms "nucleic acid," "nucleic acid molecule," "nucleic acid sequence," "polynucleotide," or "oligonucleotide" can include polymeric forms of nucleotides of any length, can include DNA and / or RNA, and can be single-stranded, double-stranded, or multistranded. One strand of a nucleic acid is also referred to as its complement.

[0026] As used herein, the term "subject" includes any animal, including mammals. Mammals include, but are not limited to, farm animals (e.g., horses, cows, pigs, etc.), pet animals (e.g., dogs, cats, etc.), laboratory animals (e.g., mice, rats, rabbits, etc.), and non-human primates. In some embodiments, the subject is a human. In some embodiments, the human is a patient under the care of a physician.

[0027] According to the present disclosure, it has been observed that loss-of-function variants in PDE3B (whether these variations are homozygous or heterozygous in a particular subject) are associated with a reduced risk of developing liver disease or type 2 diabetes.It is believed that loss-of-function variants in PDE3B gene or protein are not associated with liver disease or type 2 diabetes in genome-wide or exome-wide association studies.Therefore, subjects who are heterozygous for PDE3B reference or PDE3B variant nucleic acid molecules can be treated with PDE3B inhibitors so that liver disease or type 2 diabetes is inhibited, symptoms are alleviated, and / or symptoms are prevented from developing.It is also believed that such subjects with liver disease or type 2 diabetes can be further treated with therapeutic agents that treat or inhibit liver disease or type 2 diabetes.

[0028] For the purpose of this disclosure, any particular subject (e.g., human) can be categorized as having one of three PDE3B genotypes: i) PDE3B reference, ii) heterozygous for predicted loss-of-function or missense variant PDE3B nucleic acid molecule, or iii) homozygous for predicted loss-of-function or missense variant PDE3B nucleic acid molecule.If a subject does not have a copy of predicted loss-of-function or missense variant nucleic acid molecule in PDE3B, the subject is PDE3B reference.If a subject has a single copy of predicted loss-of-function or missense variant nucleic acid molecule in PDE3B, the subject is heterozygous for predicted loss-of-function or missense variant in PDE3B.Predicted loss-of-function or missense variant nucleic acid molecule in PDE3B is any nucleic acid molecule (e.g., genomic nucleic acid molecule, mRNA molecule, or cDNA molecule) that encodes variant PDE3B polypeptide with partial loss-of-function, complete loss-of-function, predicted partial loss-of-function, or predicted complete loss-of-function. A subject having a PDE3B polypeptide with partial loss of function (or predicted partial loss of function) is hypomorphic for PDE3B. If a subject has two copies (same or different) of a predicted loss of function or missense variant nucleic acid molecule in PDE3B, the subject is homozygous for a predicted loss of function or missense variant nucleic acid molecule in PDE3B.

[0029] For subjects who are genotyped or determined to be PDE3B reference, such subjects have an increased risk of developing type 2 diabetes or liver disease, such as liver damage, liver cirrhosis, liver fibrosis, steatosis, steatohepatitis, or non-alcoholic steatohepatitis (NASH), liver inflammation, and / or fatty liver disease.For subjects who are genotyped or determined to be either PDE3B reference or heterozygous for a predicted loss-of-function or missense variant in PDE3B, such subjects or subjects can be treated with a PDE3B inhibitor.

[0030] In any of the embodiments described herein, the predicted PDE3B loss-of-function or missense variant nucleic acid molecule can be any nucleic acid molecule (e.g., genomic nucleic acid molecule, mRNA molecule, or cDNA molecule) that encodes a PDE3B variant polypeptide with partial loss-of-function, complete loss-of-function, predicted partial loss-of-function, or predicted complete loss-of-function.In some embodiments, the predicted PDE3B loss-of-function or missense variant nucleic acid molecule is associated with a reduced in vitro response to PDE3B ligand compared to reference PDE3B.In some embodiments, the predicted PDE3B loss-of-function or missense variant nucleic acid molecule is a PDE3B variant that causes or is predicted to cause early truncation of PDE3B polypeptide compared to human reference genome sequence.In some embodiments, the predicted PDE3B loss-of-function or missense variant nucleic acid molecule is a variant that is predicted to be damaged by in vitro prediction algorithms such as polyphene, SIFT, or similar algorithms. In some embodiments, the predicted loss-of-function or missense variant nucleic acid molecule in PDE3B is a variant that causes or is predicted to cause non-synonymous amino acid substitution in PDE3B, and its allele frequency is less than 1 / 100 alleles in the population that the subject is selected from.In some embodiments, the predicted loss-of-function or missense variant nucleic acid molecule in PDE3B is any rare missense variant (allelic frequency <0.1%; or 1 in 1,000 alleles), or any splice site, stop gain, start loss, stop loss, frame shift, or frame indel, or other frame shift PDE3B variant.

[0031] In any of the embodiments described herein, the PDE3B predicted loss-of-function polypeptide can be any PDE3B polypeptide having a partial loss-of-function, a complete loss-of-function, a predicted partial loss-of-function, or a predicted complete loss-of-function.

[0032] In any of the embodiments described herein, a predicted loss-of-function or missense variant nucleic acid molecule in PDE3B encoding a variation in protein sequence can include a variation at a location on chromosome 11 using the nucleotide sequence of the PDE3B reference genome nucleic acid molecule (SEQ ID NO:1; ENSG00000152270.9 chr11:14,643,804 to 14,872,044 of the GRCh38 / hg38 human genome assembly) as the reference sequence.

[0033] There are a number of genetic variants in PDE3B that result in subsequent changes in the PDE3B polypeptide sequence, including, but not limited to, those listed in Table 1.

[0034] [Table 1-1]

[0035] [Table 1-2]

[0036] [Table 1-3]

[0037] [Table 1-4]

[0038] [Table 1-5]

[0039] [Table 1-6]

[0040] [Table 1-7]

[0041] [Table 1-8]

[0042] [Table 1-9]

[0043] [Table 1-10]

[0044] [Table 1-11]

[0045] Any one or more (i.e., any combination) of the predicted loss-of-function or missense variant nucleic acid molecules in PDE3B can be used within any of the methods described herein to determine whether a subject has an increased risk of developing liver disease or type 2 diabetes. Particular combinations of variants can form masked or burdened genotypes that are used for statistical analysis of particular correlations of PDE3B and risk of developing liver disease or type 2 diabetes.

[0046] In any of the embodiments described herein, the liver disease is parenchymal liver disease, liver injury, hepatocellular carcinoma, cirrhosis, liver fibrosis, simple steatosis, steatohepatitis, or non-alcoholic steatohepatitis (NASH), liver inflammation, and / or fatty liver disease (such as alcoholic fatty liver disease (AFLD) or non-alcoholic fatty liver disease (NAFLD)). In some embodiments, the liver disease is parenchymal liver disease. In some embodiments, the liver disease is liver injury. In some embodiments, the liver disease is hepatocellular carcinoma. In some embodiments, the liver disease is cirrhosis. In some embodiments, the liver disease is liver fibrosis. In some embodiments, the liver disease is simple fatty liver. In some embodiments, the liver disease is steatohepatitis. In some embodiments, the liver disease is NASH. In some embodiments, the liver disease is liver inflammation. In some embodiments, the liver disease is fatty liver disease. In some embodiments, the liver disease is AFLD. In some embodiments, the liver disease is NAFLD.

[0047] Symptoms of liver disease include, but are not limited to, liver enlargement, fatigue, pain in the upper right abdomen, abdominal distension (ascites), enlargement of blood vessels just below the surface of the skin, chest enlargement in men, spleen enlargement, palmar erythema, yellowing of the skin and eyes (jaundice), itching, dark urine, light-colored stool, nausea or vomiting, loss of appetite, and tendency to bruise easily.Testing for liver disease can involve blood tests, liver imaging, and liver biopsy.If a subject has at least one known risk factor (e.g., genetic factor such as pathogenic mutation), the individual is at increased risk of liver disease, and individuals with this risk factor are positioned at a statistically significant higher risk of developing the disease than individuals without risk factors. Risk factors for liver disease are also well known and can include, for example, excessive alcohol consumption, obesity, high cholesterol, high levels of blood triglycerides, polycystic ovary syndrome, sleep apnea, type 2 diabetes, an underactive thyroid gland (hypothyroidism), an underactive pituitary gland (hypopituitarism), and metabolic syndrome (including elevated blood lipids).

[0048] Symptoms of diabetes include, but are not limited to, increased urination, persistent thirst, weight loss, persistent hunger, blurred vision, numbness in hands and feet, chronic fatigue, dry skin, pain that heals slowly, increased susceptibility to infection, nausea, vomiting, or stomach pain.A subject is at high risk of developing the disease (diabetes) if he has at least one known risk factor (individuals with that risk factor are at a statistically significant higher risk of developing diabetes than individuals without that risk factor).Risk factors for diabetes include, for example, family history, age, the presence of prediabetes, excess weight, and sedentary lifestyle.

[0049] The present disclosure provides a method of treating a subject having or at risk of developing liver disease, or a subject having risk factors for developing liver disease, or a subject at risk of developing a complication of liver disease, comprising administering a PDE3B inhibitor to the subject.

[0050] The present disclosure also provides a method of treating a subject having or at risk of developing fatty liver disease, or a subject having risk factors for developing fatty liver disease, or a subject at risk of developing a complication of fatty liver disease, comprising administering a PDE3B inhibitor to the subject.

[0051] The present disclosure also provides a method of treating a subject having or at risk of developing hepatocellular carcinoma, or a subject having risk factors for developing hepatocellular carcinoma, or a subject at risk of developing a complication of hepatocellular carcinoma, comprising administering a PDE3B inhibitor to the subject.

[0052] The present disclosure also provides a method of treating a subject having or at risk of developing cirrhosis, or a subject having risk factors for developing cirrhosis, or a subject at risk of developing a complication of cirrhosis, comprising administering PDE3B to the subject.

[0053] The present disclosure also provides a method of treating a subject having or at risk of developing liver fibrosis, or a subject having risk factors for developing liver fibrosis, or a subject at risk of developing a complication of liver fibrosis, comprising administering a PDE3B inhibitor to the subject.

[0054] The disclosure also provides a method of treating a subject having or at risk of developing simple fatty liver, steatohepatitis or NASH, or a subject having risk factors for developing simple fatty liver, steatohepatitis or NASH, or a subject at risk of developing a complication of simple fatty liver, steatohepatitis or NASH, comprising administering a PDE3B inhibitor to the subject.

[0055] The present disclosure also provides a method of treating a subject having or at risk of developing liver injury, or a subject having risk factors for developing liver injury, or a subject at risk of developing a complication of liver injury, comprising administering a PDE3B inhibitor to the subject.

[0056] The present disclosure also provides a method of treating a subject having or at risk of developing type 2 diabetes, or a subject having risk factors for developing type 2 diabetes, or a subject at risk of developing a complication of type 2 diabetes, comprising administering a PDE3B inhibitor to the subject.

[0057] The embodiments described herein may be applicable to any subject having any of the indications described herein or at risk of developing any of the indications described herein, or any subject having risk factors for developing any of the indications described herein, or any subject at risk of developing complications of any of the indications described herein.

[0058] In some embodiments, the PDE3B inhibitor comprises an inhibitory nucleic acid molecule. Examples of inhibitory nucleic acid molecules include, but are not limited to, antisense nucleic acid molecules, small interfering RNA (siRNA), and short hairpin RNA (shRNA). Such inhibitory nucleic acid molecules can be designed to target any region of PDE3B mRNA. In some embodiments, the antisense RNA, siRNA, or shRNA hybridizes to a sequence in a PDE3B genomic nucleic acid molecule or mRNA molecule and reduces the expression of PDE3B polypeptide in cells in a subject. In some embodiments, the PDE3B inhibitor comprises an antisense RNA that hybridizes to a PDE3B genomic nucleic acid molecule or mRNA molecule and reduces the expression of PDE3B polypeptide in cells in a subject. In some embodiments, the PDE3B inhibitor comprises an siRNA that hybridizes to a PDE3B genomic nucleic acid molecule or mRNA molecule and reduces the expression of PDE3B polypeptide in cells in a subject. In some embodiments, the PDE3B inhibitor comprises an shRNA that hybridizes to a PDE3B genomic nucleic acid molecule or mRNA molecule and reduces expression of a PDE3B polypeptide in cells in a subject.

[0059] In some embodiments, the antisense nucleic acid molecule comprises or consists of any of the nucleotide sequences represented by SEQ ID NOs: 35 to 864. In some embodiments, the siRNA molecule comprises or consists of any of the nucleotide sequences (sense and antisense strands) represented by SEQ ID NOs: 865 to 3210 (e.g., the sense strand is, for example, SEQ ID NO: 865 and the corresponding antisense strand is SEQ ID NO: 866; the sense strand is, for example, SEQ ID NO: 867 and the corresponding antisense strand is SEQ ID NO: 868; the sense strand is, for example, SEQ ID NO: 3209 and the corresponding antisense strand is SEQ ID NO: 3210, etc.).

[0060] The inhibitory nucleic acid molecules disclosed herein may comprise RNA, DNA, or both RNA and DNA. The inhibitory nucleic acid molecules may also be linked or fused to heterologous nucleic acid sequences, such as vectors or heterologous labels. For example, the inhibitory nucleic acid molecules disclosed herein may be internal to a vector or an exogenous donor sequence that includes an inhibitory nucleic acid molecule and a heterologous nucleic acid sequence. The inhibitory nucleic acid molecules may also be linked or fused to a heterologous label. The label may be directly detectable (e.g., a fluorophore, etc.) or indirectly detectable (e.g., a hapten, an enzyme, or a fluorophore quencher, etc.). Such labels may be detectable by spectroscopic, photochemical, biochemical, immunochemical, or chemical means. Such labels include, for example, radioisotope labels, dyes, dyes, chromogens, spin labels, and fluorescent labels. The label may also be, for example, a chemiluminescent substance, a metal-containing substance, or an enzyme that results in an enzyme-dependent secondary generation of a signal. The term "label" may also refer to a "tag" or hapten that can be selectively bound to a conjugated molecule, such that when the conjugated molecule is subsequently added with a substrate, it is used to generate a detectable signal. For example, biotin can be used as a tag with an avidin or streptavidin conjugate of horseradish peroxidate (HRP) to bind to the tag, and a calorimetric substrate (e.g., tetramethylbenzidine (TMB), etc.) or a fluorogenic substrate can be used to detect the presence of HRP. Exemplary labels that can be used as tags to facilitate purification include, but are not limited to, myc, HA, FLAG or 3xFLAG, 6xHis or polyhistidine, glutathione-S-transferase (GST), maltose binding protein, epitope tags, or the Fc portion of an immunoglobulin. Numerous labels include, for example, particles, fluorophores, haptens, enzymes, and their colorimetric, fluorogenic, and chemiluminescent substrates, as well as other labels.

[0061] The disclosed inhibitory nucleic acid molecules can include, for example, nucleotides, or non-natural or modified nucleotides, such as nucleotide analogs or nucleotide substitutes. Such nucleotides include nucleotides that contain modified bases, sugars, or phosphate groups, or that have non-natural moieties introduced into their structure. Examples of non-natural nucleotides include, but are not limited to, dideoxynucleotides, biotinylated nucleotides, aminated nucleotides, deaminated nucleotides, alkylated nucleotides, benzylated nucleotides, and fluorophore-labeled nucleotides.

[0062] The inhibitory nucleic acid molecules disclosed herein can also include one or more nucleotide analogs or nucleotide substitutions. A nucleotide analog is a nucleotide that contains a modification to either the base, sugar, or phosphate moiety. Modifications to the base moiety include, but are not limited to, natural and synthetic modifications of A, C, G, and T / U, as well as different purine or pyrimidine bases, such as, for example, pseudouridine, uracil-5-yl, hypoxanthine-9-yl (I), and 2-aminoadenine-9-yl. Modified bases include 5-methylcytosine (5-me-C), 5-hydroxymethylcytosine, xanthine, hypoxanthine, 2-aminoadenine, 6-methyl and other alkyl derivatives of adenine and guanine, 2-propyl and other alkyl derivatives of adenine and guanine, 2-thiouracil, 2-thiothymine and 2-thiocytosine, 5-halouracil and cytosine, 5-propynyluracil and cytosine, 6-azouracil, cytosine and thymine, 5-uracil (pseudouracil), Examples of uracil include, but are not limited to, 4-uracil, 8-halo, 8-amino, 8-thiol, 8-thioalkyl, 8-hydroxyl and other 8-substituted adenines and guanines, 5-halo (e.g., 5-bromo), 5-trifluoromethyl and other 5-substituted uracils and cytosines, 7-methylguanine, 7-methyladenine, 8-azaguanine, 8-azaadenine, 7-deazaguanine, 7-deazaadenine, 3-deazaguanine, and 3-deazaadenine.

[0063] Nucleotide analogs can also include modifications to the sugar moiety. Modifications to the sugar moiety include, but are not limited to, natural modifications of ribose and deoxyribose, as well as synthetic modifications. Sugar modifications include the following modifications at the 2' position: OH; F; O-, S-, or N-alkyl; O-, S-, or N-alkenyl; O-, S-, or N-alkynyl; or O-alkyl-O-alkyl, where alkyl, alkenyl, and alkynyl are substituted or unsubstituted C 1-10 Alkyl or C 2-10 Alkenyl, and C 2-10 Exemplary 2' sugar modifications include, but are not limited to, -O[(CH 2 ) n O] m CH 3 , -O(CH 2 ) n OCH 3 , -O(CH 2 ) n NH 2 , -O(CH 2 ) n CH 3 , -O(CH 2 ) n -ONH 2 , and -O(CH 2 ) n ON[(CH 2 ) n CH 3 )] 2 (wherein n and m are independently 1 to about 10). Other modifications at the 2' position include, but are not limited to, 1-10 Alkyl, substituted lower alkyl, alkaryl, aralkyl, O-alkaryl or O-aralkyl, SH, SCH 3 , OCN, Cl, Br, CN, CF 3 , OCF 3 , SOCH 3 , S.O. 2 CH 3 , O.N.O. 2 , NO 2 , N 3 , N.H. 2, heterocycloalkyl, heterocycloalkaryl, aminoalkylamino, polyalkylamino, substituted silyl, RNA cleaving groups, reporter groups, intercalators, groups for improving the pharmacokinetic properties of oligonucleotides, or groups for improving the pharmacodynamic properties of oligonucleotides, and other substituents with similar properties. Similar modifications may be made at other positions on the sugar, particularly the 3' position of the sugar in the 3' terminal nucleotide or 2'-5' linked oligonucleotides, and the 5' position of the 5' terminal nucleotide. Modified sugars include those which have been modified by modifying the bridging ring oxygen (CH 2 and S. Nucleotide sugar analogs can also include those containing modifications at the pentofuranosyl sugar (such as a cyclobutyl moiety).

[0064] Nucleotide analogs can also be modified at the phosphate moiety. Modified phosphate moieties include, but are not limited to, those in which the linkage between two nucleotides can be modified to include phosphorothioates, chiral phosphorothioates, phosphorodithioates, phosphotriesters, aminoalkyl phosphotriesters, methyl and other alkyl phosphonates, including 3'-alkylene phosphonates and chiral phosphonates, phosphinates, phosphoramidates, including 3'-amino phosphoramidates and aminoalkyl phosphoramidates, thionophosphoramidates, thionoalkyl phosphonates, thionoalkyl phosphotriates, and boranophosphates. These phosphate linkages or modified phosphate linkages between two nucleotides can be via 3'-5' linkages or 2'-5' linkages, and the linkages can contain reverse polarity (such as 3'-5' to 5'-3' or 2'-5' to 5'-2'). Various salts, mixed salts, and free acid forms are also included. Nucleotide substitutes also include peptide nucleic acids (PNAs).

[0065] In some embodiments, the antisense nucleic acid molecule is a gapmer, whereby the first 1-7 nucleotides of the 5' and 3' termini each have a 2'-methoxyethyl (2'-MOE) modification. In some embodiments, the first five nucleotides of the 5' and 3' termini each have a 2'-MOE modification. In some embodiments, the first 1-7 nucleotides of the 5' and 3' termini are RNA nucleotides. In some embodiments, the first five nucleotides of the 5' and 3' termini are RNA nucleotides. In some embodiments, each of the internucleotide backbone linkages is a phosphorothioate linkage.

[0066] In some embodiments, the siRNA molecule has a terminal modification. In some embodiments, the 5' end of the antisense strand is phosphorylated. In some embodiments, a non-hydrolyzable 5'-phosphate analog is used, such as 5'-(E)-vinyl-phosphonate.

[0067] In some embodiments, the siRNA molecule has a backbone modification. In some embodiments, modified phosphodiester groups linking consecutive ribose nucleosides have been shown to improve the stability and in vivo bioavailability of siRNA. The non-ester group (-OH, =O) of the phosphodiester linkage can be replaced with sulfur, boron, or acetate to obtain phosphorothioate, boranophosphate, and phosphonoacetate linkages. In addition, replacing the phosphodiester group with a phosphotriester can promote cellular uptake of siRNA and retention on serum components by eliminating the negative charge. In some embodiments, the siRNA molecule has a sugar modification. In some embodiments, the sugar is deprotonated (a reaction catalyzed by exonucleases and endonucleases), whereby the 2'-hydroxyl can act as a nucleophile and attack the adjacent phosphorus in the phosphodiester bond. Such alternatives include 2'-O-methyl, 2'-O-methoxyethyl, and 2'-fluoro modifications.

[0068] In some embodiments, the siRNA molecule has base modifications, in some embodiments, the bases may be replaced with modified bases such as pseudouridine, 5'-methylcytidine, N6-methyladenosine, inosine, and N7-methylguanosine.

[0069] In some embodiments, siRNA molecule is conjugated to lipid.Lipid can be conjugated to 5' or 3' end of siRNA to improve their in vivo bioavailability by allowing them to associate with serum lipoprotein.Representative lipid includes, but is not limited to, cholesterol and vitamin E, and fatty acid such as palmitate and tocopherol.

[0070] In some embodiments, an exemplary siRNA has the formula: Sense: mN*mN* / i2FN / mN / i2FN / mN / i2FN / mN / i2FN / mN / i2FN / mN / i2FN / mN / i2FN / mN / i2FN / *mN* / 32FN / Antisense: / 52FN / * / i2FN / *mN / i2FN / mN / i2FN / mN / i2FN / mN / i2FN / mN / i2FN / mN / i2FN / mN / i2FN / mN / i2FN / mN*N*N where "N" is a base, "2F" is a 2'-F modification, "m" is a 2'-O-methyl modification, "I" is an internal base, and "*" is a phosphorothioate backbone linkage.

[0071] The present disclosure also provides a vector comprising any one or more of the inhibitory nucleic acid molecules disclosed herein. In some embodiments, the vector of the present disclosure comprises any one or more of the inhibitory nucleic acid molecules disclosed herein and a heterologous nucleic acid. The vector can be a viral vector or a non-viral vector capable of transporting a nucleic acid molecule. In some embodiments, the vector is a plasmid or a cosmid (such as a circular double-stranded DNA to which additional DNA segments can be ligated). In some embodiments, the vector of the present disclosure is a viral vector, which can ligate additional DNA segments into its viral genome. Expression vectors include, but are not limited to, plasmids, cosmids, retroviruses, adenoviruses, adeno-associated viruses (AAV), plant viruses (such as cauliflower mosaic virus and tobacco mosaic virus), yeast artificial chromosomes (YACs), Epstein-Barr (EBV) derived episomes, and other expression vectors known in the art.

[0072] The present disclosure also provides a composition comprising any one or more of the inhibitory nucleic acid molecules disclosed herein. In some embodiments, the composition is a pharmaceutical composition. In some embodiments, the composition comprises a carrier and / or excipient. Examples of carriers include, but are not limited to, poly(lactic acid) (PLA) microspheres, poly(D,L-lactic-coglycolic acid) (PLGA) microspheres, liposomes, micelles, reverse micelles, lipid cochleates, and lipid microtubules. The carrier may comprise a buffered salt solution such as PBS, HBSS, and the like.

[0073] In some embodiments, the PDE3B inhibitor is described in, for example, PCT Publication No. WO2002 / 070469, US Patent Application Publication No. 2020 / 0247783. In some embodiments, the PDE3B inhibitor is selected from OPC3911, IBMX, 3-isobutyl-1-methylxanthine, dihydropyridazinone, amrinone, enoximone, cilostamide, milrinone, cilostazol, and levosimendan. In some embodiments, the PDE3B inhibitor is OPC3911. In some embodiments, the PDE3B inhibitor is IBMX. In some embodiments, the PDE3B inhibitor is 3-isobutyl-1-methylxanthine. In some embodiments, the PDE3B inhibitor is dihydropyridazinone. In some embodiments, the PDE3B inhibitor is amrinone. In some embodiments, the PDE3B inhibitor is enoximone. In some embodiments, the PDE3B inhibitor is cilostamide. In some embodiments, the PDE3B inhibitor is milrinone. In some embodiments, the PDE3B inhibitor is cilostazol. In some embodiments, the PDE3B inhibitor is levosimendan.

[0074] In some embodiments, the PDE3B inhibitor comprises a nuclease agent that induces one or more nicks or double-strand breaks in the recognition sequence(s), or a DNA binding protein that binds to the recognition sequence in the PDE3B genomic nucleic acid molecule. The recognition sequence can be located in the coding region of the PDE3B gene, or in the control region that affects the expression of the gene. The recognition sequence of the DNA binding protein or nuclease agent can be located in an intron, exon, promoter, enhancer, regulatory region, or any non-protein coding region. The recognition sequence can include or be adjacent to the start codon of the PDE3B gene. For example, the recognition sequence can be located about 10, about 20, about 30, about 40, about 50, about 100, about 200, about 300, about 400, about 500, or about 1,000 nucleotides from the start codon. As another example, two or more nuclease agents can be used, each of which targets a nuclease recognition sequence that includes or is adjacent to the start codon. As another example, two nuclease agents can be used, one targeting a nuclease recognition sequence containing or adjacent to a start codon, and the other targeting a nuclease recognition sequence containing or adjacent to a stop codon, and the cleavage by these nuclease agents can delete the coding region between the two nuclease recognition sequences. Any nuclease agent that induces a nick or double-strand break in the desired recognition sequence can be used in the methods and compositions disclosed herein. Any DNA binding protein that binds to the desired recognition sequence can be used in the methods and compositions disclosed herein.

[0075] Nuclease agents and DNA binding proteins suitable for use herein include, but are not limited to, zinc finger proteins or zinc finger nucleases (ZFN) pairs, transcription activator-like effector (TALE) proteins or transcription activator-like effector nucleases (TALEN), or clustered regularly interspersed short palindromic repeats (CRISPR) / CRISPR-associated (Cas) systems. The length of the recognition sequence can vary, but includes, for example, recognition sequences that are about 30 to about 36 bp for zinc finger proteins or ZFN pairs, about 15 to about 18 bp for each ZFN, about 36 bp for TALE proteins or TALEN, and about 20 bp for CRISPR / Cas guide RNAs.

[0076] In some embodiments, the CRISPR / Cas system can be used to modify the PDE3B genomic nucleic acid molecule in cells.The methods and compositions disclosed herein can use the CRISPR-Cas system by utilizing a CRISPR complex (comprising a guide RNA (gRNA) complexed with a Cas protein) for site-specific cleavage of the PDE3B nucleic acid molecule.

[0077] Cas protein generally comprises at least one RNA recognition or binding domain that can interact with gRNA. Cas protein may also comprise a nuclease domain (such as DNase domain or RNase domain), a DNA binding domain, a helicase domain, a protein-protein interaction domain, a dimerization domain, and other domains. Suitable Cas proteins include, for example, wild-type Cas9 protein and wild-type Cpf1 protein (such as FnCpf1). Cas protein may have full cleavage activity to generate double-stranded breaks in PDE3B genomic nucleic acid molecules, or may be a nickase to generate single-stranded breaks in PDE3B genomic nucleic acid molecules. Additional examples of Cas proteins include Cas1, Cas1B, Cas2, Cas3, Cas4, Cas5, Cas5e (CasD), Cas6, Cas6e, Cas6f, Cas7, Cas8a1, Cas8a2, Cas8b, Cas8c, Cas9 (Csn1 or Csx12), Cas10, Cas10d, CasF, CasG, CasH, Csy1, Csy2, Csy3, Cse1 (CasA), Cse2 (CasB), Cse3 (CasE), Cse4 (CasF), Cse5 (CasF), Cse6 (CasF), Cse7 (CasF), Cse8 (CasF), Cse9 (CasF), Cse10 (CasF), Cse11 (CasF), Cse12 (CasF), Cse13 (CasF), Cse14 (CasF), Cse15 (CasF), Cse16 (CasF), Cse17 (CasF), Cse18 (CasF), Cse19 (CasF), Cse20 (CasF), Cse21 (CasF), Cse22 (CasF), Cse23 (CasF), Cse24 (CasF), Cse25 (CasF), Cse26 (CasF), Cse27 (CasF), Cse28 (CasF), Cse29 ...9 (CasF), Cse21 (CasF), Cse22 (CasF), Cse23 (CasF), Cse24 (CasF), Cse25 (CasF), Cse26 (CasF), Cse27 (Ca Cas proteins include, but are not limited to, 4 (CasC), Csc1, Csc2, Csa5, Csn2, Csm2, Csm3, Csm4, Csm5, Csm6, Cmr1, Cmr3, Cmr4, Cmr5, Cmr6, Csb1, Csb2, Csb3, Csx17, Csx14, Csx10, Csx16, CsaX, Csx3, Csx1, Csx15, Csf1, Csf2, Csf3, Csf4, and Cu1966, as well as their homologs or modified versions. Cas proteins can also be operably linked to heterologous polypeptides as fusion proteins. For example, Cas proteins can be fused to a cleavage domain, an epigenetic modification domain, a transcription activation domain, or a transcription repressor domain. Cas proteins can be provided in any form. For example, the Cas protein can be provided in the form of a protein, e.g., a Cas protein complexed with a gRNA. Alternatively, the Cas protein can be provided in the form of a nucleic acid molecule (such as RNA or DNA) that encodes the Cas protein.

[0078] In some embodiments, targeted genetic modification of PDE3B genomic nucleic acid molecule can be generated by contacting cell with Cas protein and one or more gRNAs that hybridize to one or more gRNA recognition sequences in target genomic locus in PDE3B genomic nucleic acid molecule.For example, gRNA recognition sequence can be located in the region of SEQ ID NO: 1.gRNA recognition sequence can include or be close to the start codon of PDE3B genomic nucleic acid molecule or the stop codon of PDE3B genomic nucleic acid molecule.For example, gRNA recognition sequence can be located about 10, about 20, about 30, about 40, about 50, about 100, about 200, about 300, about 400, about 500, or about 1,000 nucleotides away from the start codon or the stop codon.

[0079] The gRNA recognition sequence in the target genomic locus of the PDE3B genomic nucleic acid molecule is located near a protospacer adjacent motif (PAM) sequence, which is a 2-6 base pair DNA sequence that immediately follows the DNA sequence targeted by the Cas9 nuclease. A canonical PAM is the sequence 5'-NGG-3', where "N" is any nucleobase and is followed by two guanine ("G") nucleobases. The gRNA can transport Cas9 to any location in the genome for gene editing, but editing cannot occur at any site other than the site where Cas9 recognizes the PAM. In addition, 5'-NGA-3' can be a highly efficient non-canonical PAM for human cells. In general, the PAM is about 2-6 nucleotides downstream of the DNA sequence targeted by the gRNA. The PAM can be adjacent to the gRNA recognition sequence. In some embodiments, the gRNA recognition sequence can be adjacent to the PAM on the 3' end. In some embodiments, the gRNA recognition sequence may be flanked by a PAM on the 5' end. For example, the cleavage site of the Cas protein may be about 1 to about 10 base pairs, about 2 to about 5 base pairs, or 3 base pairs upstream or downstream of the PAM sequence. In some embodiments (such as when Cas9 from S. pyogenes or a closely related Cas9 is used), the PAM sequence of the non-complementary strand may be 5'-NGG-3', where N is any DNA nucleotide, immediately 3' to the gRNA recognition sequence of the non-complementary strand of the target DNA. Thus, the PAM sequence of the complementary strand will be 5'-CCN-3', where N is any DNA nucleotide, immediately 5' to the gRNA recognition sequence of the complementary strand of the target DNA.

[0080] gRNA is an RNA molecule that binds to Cas protein and targets Cas protein to a specific location in PDE3B genomic nucleic acid molecule.Exemplary gRNA is an effective gRNA for inducing Cas enzyme to bind to or cut PDE3B genomic nucleic acid molecule, and gRNA comprises a DNA targeting segment that hybridizes to the gRNA recognition sequence in PDE3B genomic nucleic acid molecule.Exemplary gRNA comprises a DNA targeting segment that hybridizes to the gRNA recognition sequence present in PDE3B genomic nucleic acid molecule that includes or is adjacent to start codon or stop codon. For example, a gRNA can be selected to hybridize to a gRNA recognition sequence located about 5, about 10, about 15, about 20, about 25, about 30, about 35, about 40, about 45, about 50, about 100, about 200, about 300, about 400, about 500, or about 1,000 nucleotides away from a start codon, or to a gRNA recognition sequence located about 5, about 10, about 15, about 20, about 25, about 30, about 35, about 40, about 45, about 50, about 100, about 200, about 300, about 400, about 500, or about 1,000 nucleotides away from a stop codon. Suitable gRNAs can include about 17 to about 25 nucleotides, about 17 to about 23 nucleotides, about 18 to about 22 nucleotides, or about 19 to about 21 nucleotides. In some embodiments, a gRNA can include 20 nucleotides.

[0081] Examples of suitable gRNA recognition sequences located within the human PDE3B reference gene are shown in Table 2 as SEQ ID NOs: 26-34.

[0082] [Table 2]

[0083] Cas protein and gRNA form a complex, and Cas protein cuts target PDE3B genomic nucleic acid molecule. Cas protein can cut nucleic acid molecule at a site inside or outside the nucleic acid sequence present in the target PDE3B genomic nucleic acid molecule where the DNA targeting segment of gRNA will bind. For example, the formation of CRISPR complex (comprising gRNA hybridized to gRNA recognition sequence and complexed with Cas protein) can cut one or both strands in or near the nucleic acid sequence present in the PDE3B genomic nucleic acid molecule where the DNA targeting segment of gRNA will bind (e.g., within 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 20, 50 or more base pairs from the sequence).

[0084] Such a method can result in a PDE3B genomic nucleic acid molecule, for example, where the region of SEQ ID NO:1 is destroyed, where the start codon is destroyed, where the stop codon is destroyed, or where the coding sequence is destroyed or deleted.Optionally, the cell can be further contacted with one or more additional gRNAs that hybridize with additional gRNA recognition sequences in the target genomic locus in the PDE3B genomic nucleic acid molecule.By contacting the cell with one or more additional gRNAs (e.g., a second gRNA that hybridizes with a second gRNA recognition sequence), the cleavage by Cas protein can create two or more double-strand breaks or two or more single-strand breaks.

[0085] In some embodiments, the method of treatment further comprises detecting the presence or absence of PDE3B predicted loss-of-function or missense variant nucleic acid molecule encoding human PDE3B polypeptide in a biological sample from a subject.As used throughout this disclosure, "PDE3B predicted loss-of-function variant nucleic acid molecule" refers to any PDE3B nucleic acid molecule (such as genomic nucleic acid molecule, mRNA molecule, or cDNA molecule) that encodes a PDE3B polypeptide with partial loss-of-function, complete loss-of-function, predicted partial loss-of-function, or predicted complete loss-of-function.

[0086] The present disclosure also provides a method of treating a subject with a therapeutic agent that treats or inhibits liver disease or type 2 diabetes, the subject suffering from liver disease or type 2 diabetes.In some embodiments, the method comprises obtaining or obtaining a biological sample from a subject, and carrying out or carrying out sequence analysis on the biological sample to determine whether the patient has a genotype that includes a loss-of-function or missense variant nucleic acid molecule that is predicted in PDE3B, thereby determining whether the subject has a loss-of-function or missense variant nucleic acid molecule that is predicted in PDE3B that encodes human PDE3B polypeptide.If the subject is a PDE3B reference, the therapeutic agent that treats or inhibits liver disease or type 2 diabetes is administered or continuously administered to the subject in an amount that exceeds standard dosage, and a PDE3B inhibitor is administered to the subject. If the subject is heterozygous for the predicted loss-of-function or missense variant in PDE3B, the therapeutic agent for treating or inhibiting liver disease or type 2 diabetes is administered to the subject at the same or less than the standard dosage, or is continuously administered, and the PDE3B inhibitor is administered to the subject.The presence of the genotype with the predicted loss-of-function or missense variant nucleic acid molecule of PDE3B encoding human PDE3B polypeptide indicates that the subject has a reduced risk of developing liver disease or type 2 diabetes.In some embodiments, the subject is PDE3B reference.In some embodiments, the subject is heterozygous for the predicted loss-of-function or missense variant nucleic acid molecule of PDE3B.

[0087] For subjects who have been or have been determined to be either PDE3B reference or heterozygous for a predicted loss-of-function or missense variant in PDE3B, such subjects may be treated with a PDE3B inhibitor as described herein.

[0088] Detecting the presence or absence of a predicted loss-of-function or missense variant nucleic acid molecule in a biological sample from a subject and / or determining whether a subject has a predicted loss-of-function or missense variant nucleic acid molecule in PDE3B can be performed by any of the methods described herein.In some embodiments, these methods can be performed in vitro.In some embodiments, these methods can be performed in situ.In some embodiments, these methods can be performed in vivo.In any of these embodiments, the nucleic acid molecule can be present in a cell obtained from a subject.

[0089] In some embodiments, if the subject is PDE3B reference, the subject is also administered with the therapeutic agent for treating or inhibiting liver disease or type 2 diabetes in an amount that exceeds the standard dosage.In some embodiments, if the subject is heterozygous for predicted loss-of-function or missense variants in PDE3B, the subject is also administered with the therapeutic agent for treating or inhibiting liver disease or type 2 diabetes in an amount that is equal to or less than the standard dosage.

[0090] In some embodiments, the treatment method further comprises detecting the presence or absence of PDE3B predicted loss-of-function polypeptide in biological sample from subject.In some embodiments, if subject does not have PDE3B predicted loss-of-function polypeptide, subject also receives the therapeutic agent for treating or inhibiting liver disease or type 2 diabetes in an amount that exceeds standard dosage.In some embodiments, if subject has PDE3B predicted loss-of-function polypeptide, subject also receives the therapeutic agent for treating or inhibiting liver disease or type 2 diabetes in an amount that is equal to or less than standard dosage.

[0091] The present disclosure also provides a method of treating a subject with a therapeutic agent that treats or inhibits liver disease or type 2 diabetes, the subject suffering from liver disease or type 2 diabetes.In some embodiments, the method comprises obtaining or obtaining a biological sample from a subject, and performing or performing an assay on the biological sample to determine whether the subject has a predicted loss-of-function polypeptide in PDE3B, thereby determining whether the subject has a predicted loss-of-function polypeptide in PDE3B.If the subject does not have a predicted loss-of-function polypeptide in PDE3B, the therapeutic agent that treats or inhibits liver disease or type 2 diabetes is administered or continuously administered to the subject at an amount that exceeds standard dosage, and a PDE3B inhibitor is administered to the subject.If the subject has a predicted loss-of-function polypeptide in PDE3B, the therapeutic agent that treats or inhibits liver disease or type 2 diabetes is administered or continuously administered to the subject at an amount that is equal to or less than standard dosage, and a PDE3B inhibitor is administered to the subject. The presence of PDE3B predicted loss-of-function polypeptide indicates that the subject has a reduced risk of developing liver disease or type 2 diabetes.In some embodiments, the subject has PDE3B predicted loss-of-function polypeptide.In some embodiments, the subject does not have PDE3B predicted loss-of-function polypeptide.

[0092] Detecting the presence or absence of a predicted loss-of-function polypeptide in a biological sample from a subject and / or determining whether a subject has a predicted loss-of-function polypeptide in PDE3B can be performed by any of the methods described herein.In some embodiments, these methods can be performed in vitro.In some embodiments, these methods can be performed in situ.In some embodiments, these methods can be performed in vivo.In any of these embodiments, the polypeptide can be present in a cell obtained from a subject.

[0093] Examples of therapeutic agents for treating or inhibiting liver disease include, but are not limited to, disulfiram, naltrexone, acamprosate, prednisone, azathioprine, penicillamine, trientine, deferoxamine, ciprofloxacin, norofloxacin, ceftriaxone, ofloxacin, amoxicillin-clavulanate, phytonadione, bumetanide, furosemide, hydrochlorothiazide, chlorothiazide, amiloride, triamterene, spironolactone, octreotide, atenolol, metoprolol, nadolol, propranolol, timolol, and carvedilol, or any combination thereof. In some embodiments, the therapeutic agent for treating or inhibiting liver disease is disulfiram. In some embodiments, the therapeutic agent for treating or inhibiting liver disease is naltrexone. In some embodiments, the therapeutic agent for treating or inhibiting liver disease is acamprosate. In some embodiments, the therapeutic agent treating or inhibiting liver disease is prednisone. In some embodiments, the therapeutic agent treating or inhibiting liver disease is azathioprine. In some embodiments, the therapeutic agent treating or inhibiting liver disease is penicillamine. In some embodiments, the therapeutic agent treating or inhibiting liver disease is trientine. In some embodiments, the therapeutic agent treating or inhibiting liver disease is deferoxamine. In some embodiments, the therapeutic agent treating or inhibiting liver disease is ciprofloxacin. In some embodiments, the therapeutic agent treating or inhibiting liver disease is norofloxacin. In some embodiments, the therapeutic agent treating or inhibiting liver disease is ceftriaxone. In some embodiments, the therapeutic agent treating or inhibiting liver disease is ofloxacin. In some embodiments, the therapeutic agent treating or inhibiting liver disease is amoxicillin-clavulanate. In some embodiments, the therapeutic agent treating or inhibiting liver disease is phytonadione. In some embodiments, the therapeutic agent treating or inhibiting liver disease is bumetanide. In some embodiments, the therapeutic agent treating or inhibiting liver disease is furosemide.In some embodiments, the therapeutic agent treating or inhibiting liver disease is hydrochlorothiazide. In some embodiments, the therapeutic agent treating or inhibiting liver disease is chlorothiazide. In some embodiments, the therapeutic agent treating or inhibiting liver disease is amiloride. In some embodiments, the therapeutic agent treating or inhibiting liver disease is triamterene. In some embodiments, the therapeutic agent treating or inhibiting liver disease is spironolactone. In some embodiments, the therapeutic agent treating or inhibiting liver disease is octreotide. In some embodiments, the therapeutic agent treating or inhibiting liver disease is atenolol. In some embodiments, the therapeutic agent treating or inhibiting liver disease is metoprolol. In some embodiments, the therapeutic agent treating or inhibiting liver disease is nadolol. In some embodiments, the therapeutic agent treating or inhibiting liver disease is propranolol. In some embodiments, the therapeutic agent treating or inhibiting liver disease is timolol. In some embodiments, the therapeutic agent treating or inhibiting liver disease is carvedilol.

[0094] Examples of therapeutic agents that treat or inhibit type 2 diabetes include, but are not limited to, metformin, insulin, sulfonylureas (such as glyburide, glipizide, and glimepiride), meglitinides (such as repaglinide and nateglinide), thiazolidinediones (such as rosiglitazone and pioglitazone), DPP-4 inhibitors (such as sitagliptin, saxagliptin, and linagliptin), GLP-1 receptor agonists (such as exenatide, liraglutide, and semaglutide), and SGLT2 inhibitors (such as canagliflozin, dapagliflozin, and empagliflozin). In some embodiments, the therapeutic agent is metformin, insulin, glyburide, glipizide, glimepiride, repaglinide, nateglinide, rosiglitazone, pioglitazone, sitagliptin, saxagliptin, linagliptin, exenatide, liraglutide, semaglutide, canagliflozin, dapagliflozin, or empagliflozin. In some embodiments, the therapeutic agent is metformin. In some embodiments, the therapeutic agent is insulin. In some embodiments, the therapeutic agent is glyburide. In some embodiments, the therapeutic agent is glipizide. In some embodiments, the therapeutic agent is glimepiride. In some embodiments, the therapeutic agent is repaglinide. In some embodiments, the therapeutic agent is nateglinide. In some embodiments, the therapeutic agent is rosiglitazone. In some embodiments, the therapeutic agent is pioglitazone. In some embodiments, the therapeutic agent is sitagliptin. In some embodiments, the therapeutic agent is saxagliptin. In some embodiments, the therapeutic agent is linagliptin. In some embodiments, the therapeutic agent is exenatide. In some embodiments, the therapeutic agent is liraglutide. In some embodiments, the therapeutic agent is semaglutide. In some embodiments, the therapeutic agent is canagliflozin. In some embodiments, the therapeutic agent is dapagliflozin. In some embodiments, the therapeutic agent is empagliflozin.

[0095] Examples of therapeutic agents for treating or inhibiting cirrhosis include, but are not limited to, disulfiram, naltrexone, acamprosate, corticosteroids (such as prednisone and azathioprine), antiviral agents (such as interferons, protease inhibitors, and reverse transcriptase inhibitors), chelating agents (such as penicillamine, trientine, and deferoxamine), diuretics (such as bumetanide, furosemide, hydrochlorothiazide, chlorothiazide, amiloride, triamterene, and spironolactone), and beta-blockers (such as atenolol, metoprolol, nadolol, propranolol, timolol, and carvedilol). In some embodiments, the therapeutic agent for treating or inhibiting cirrhosis is disulfiram. In some embodiments, the therapeutic agent for treating or inhibiting cirrhosis is naltrexone. In some embodiments, the therapeutic agent for treating or inhibiting cirrhosis is acamprosate. In some embodiments, the therapeutic agent treating or inhibiting cirrhosis is a corticosteroid (such as prednisone and azathioprine). In some embodiments, the therapeutic agent treating or inhibiting cirrhosis is an antiviral agent (such as interferon, protease inhibitors, and reverse transcriptase inhibitors). In some embodiments, the therapeutic agent treating or inhibiting cirrhosis is a chelating agent (such as penicillamine, trientine, and deferoxamine). In some embodiments, the therapeutic agent treating or inhibiting cirrhosis is a diuretic (such as bumetanide, furosemide, hydrochlorothiazide, chlorothiazide, amiloride, triamterene, and spironolactone). In some embodiments, the therapeutic agent treating or inhibiting cirrhosis is a beta blocker (such as atenolol, metoprolol, nadolol, propranolol, timolol, and carvedilol).

[0096] Additional examples of liver disease therapeutic agents (e.g., for use in non-alcoholic fatty liver disease) include, but are not limited to, weight loss inducers, such as orlistat or sibutramine; insulin sensitizers, such as thiazolidinediones (TZDs), metformin, and meglitinides; lipid lowering agents, such as statins, fibrates, and omega-3 fatty acids; antioxidants, such as vitamin E, betaine, N-acetyl-cysteine, lecithin, silymarin, and beta-carotene; anti-TNF agents, such as pentoxifylline; probiotics, such as VSL#3; and cytoprotectants, such as ursodeoxycholic acid (UDCA), ACE inhibitors / ARBs, oligofructose, and incretin analogs.In some embodiments, the therapeutic agent for treating non-alcoholic fatty liver disease is a weight loss inducer (such as orlistat or sibutramine). In some embodiments, the therapeutic agent for treating non-alcoholic fatty liver disease is an insulin sensitizer (such as thiazolidinediones (TZDs), metformin, and meglitinides). In some embodiments, the therapeutic agent for treating non-alcoholic fatty liver disease is a lipid lowering agent (such as statins, fibrates, and omega-3 fatty acids). In some embodiments, the therapeutic agent for treating non-alcoholic fatty liver disease is an antioxidant such as vitamin E, betaine, N-acetyl-cysteine, lecithin, silymarin, and beta-carotene. In some embodiments, the therapeutic agent for treating non-alcoholic fatty liver disease is an anti-TNF agent (such as pentoxifylline). In some embodiments, the therapeutic agent for treating non-alcoholic fatty liver disease is a probiotic (such as VSL#3). In some embodiments, the therapeutic agent for treating non-alcoholic fatty liver disease is a cytoprotectant (such as ursodeoxycholic acid (UDCA)). In some embodiments, the therapeutic agent for treating non-alcoholic fatty liver disease is an ACE inhibitor / ARB. In some embodiments, the therapeutic agent for treating non-alcoholic fatty liver disease is oligofructose. In some embodiments, the therapeutic agent for treating non-alcoholic fatty liver disease is an incretin analog.

[0097] Additional examples of liver disease therapeutics (e.g., for use in NASH) include OCALIVA® (obeticholic acid), selonsertib, elafibranor, cenicriviroc, GR_MD_02, MGL_3196, IMM124E, arachidylamide cholanoic acid (ARAMCHOL™), GS0976, emricasan, vorixibat, NGM 282, GS9674, tropifexor, MN_001, LMB763, BI_1467335, MSDC_0602, PF_05221304, DF102, saroglitazar, BMS986036, lanifibranor, semaglutide, nitazoxanide, GRI_0621, EYP001, VK2809, nalmefene, LIK066, MT_3995, elobixiva , namodenoson, foralumab, SAR425899, sotagliflozin, EDP_305, isosabutate, gemcabene, TERN_101, KBP_042, PF_06865571, DUR928, PF_06835919, NGM313, BMS_986171, namacizumab, CER_209, ND_L02_s0201, RTU_1096, DRX_0 65, IONIS_DGAT2Rx, INT_767, NC_001, Seradepal, PXL770, TERN_201, NV556, AZD2693, SP_1373, VK0214, Hepastem, TGFTX4, RLBN1127, GKT_137831, RYI_018, CB4209-CB4211, and JH_0920.

[0098] In addition, the subject may be treated with weight loss surgery and / or dietary intervention. Additional examples of liver disease therapeutics (e.g., for use in treating chronic hepatitis C) include, but are not limited to, ribavirin, paritaprevir, OLYSIO™ (simeprevir), grazoprevir, ledipasvir, ombitasvir, elbasvir, DAKLINZA® (daclatasvir), dasabuvir, ritonavir, sovosbuvir, velpatasvir, voxilaprevir, glecaprevir, pibrentasvir, peginterferon alfa-2a, peginterferon alfa-2b, and interferon alfa-2b.

[0099] In some embodiments, the dose of therapeutic agent for treating or inhibiting liver disease or type 2 diabetes can be reduced by about 10%, about 20%, about 30%, about 40%, about 50%, about 60%, about 70%, about 80%, or about 90% for the subject who is heterozygous for predicted loss-of-function or missense variant in PDE3B (i.e., less than standard dose) compared with the subject who is PDE3B reference (may receive more than standard dose).In some embodiments, the dose of therapeutic agent for treating or inhibiting liver disease or type 2 diabetes can be reduced by about 10%, about 20%, about 30%, about 40%, or about 50%.In addition, the subject who is heterozygous for predicted loss-of-function or missense variant in PDE3B can be administered less frequently compared with the subject who is PDE3B reference.

[0100] In some embodiments, the dosage of therapeutic agent for treating or inhibiting liver disease or type 2 diabetes can be reduced by about 10%, about 20%, about 30%, about 40%, about 50% for the subject who is homozygous for the predicted loss-of-function or missense variant nucleic acid molecule in PDE3B compared to the subject who is heterozygous for the predicted loss-of-function or missense variant nucleic acid molecule in PDE3B.In some embodiments, the dosage of therapeutic agent for treating or inhibiting liver disease or type 2 diabetes can be reduced by about 10%, about 20%, about 30%, about 40%, or about 50%.In addition, the dosage of therapeutic agent for treating or inhibiting liver disease or type 2 diabetes can be administered less frequently in the subject who is homozygous for the predicted loss-of-function or missense variant nucleic acid molecule in PDE3B compared to the subject who is heterozygous for the predicted loss-of-function or missense variant nucleic acid molecule in PDE3B.

[0101] The administration of the therapeutic agent for treating or inhibiting liver disease or type 2 diabetes and / or PDE3B inhibitors can be repeated, for example, after 1 day, 2 days, 3 days, 5 days, 1 week, 2 weeks, 3 weeks, 1 month, 5 weeks, 6 weeks, 7 weeks, 8 weeks, 2 months, or 3 months.The repeated administration can be the same dose or different doses.The administration can be repeated 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 or more times.For example, according to a certain dosage regimen, the subject can receive therapy for an extended period of time, for example, 6 months, 1 year, or more.

[0102] The administration of the therapeutic agent for treating or inhibiting liver disease or type 2 diabetes and / or PDE3B inhibitors can be by any suitable route, including but not limited to parenteral, intravenous, oral, subcutaneous, intraarterial, intracranial, intrathecal, intraperitoneal, topical, intranasal, or intramuscular. The pharmaceutical composition for administration is desirably sterile, substantially isotonic, and manufactured under GMP conditions. The pharmaceutical composition can be provided in unit dosage form (i.e., dosage for a single administration). The pharmaceutical composition can be formulated using one or more physiologically and pharmacologic acceptable carriers, diluents, excipients, or adjuvants. The formulation depends on the route of administration selected. The term "pharmaceutical acceptable" means that the carrier, diluent, excipient, or adjuvant is compatible with the other ingredients of the formulation and is not substantially harmful to the recipient thereof.

[0103] The terms "treat," "treating," and "treatment," as well as "prevent," "preventing," and "prevention," as used herein, refer to eliciting a desired biological response, such as a therapeutic effect and a prophylactic effect, respectively. In some embodiments, the therapeutic effect comprises one or more of the following following administration of the agent or a composition comprising the agent: a reduction / reduction in liver disease or type 2 diabetes, a reduction / reduction in the severity of liver disease or type 2 diabetes (e.g., a reduction or inhibition of the onset of liver disease, etc.), a reduction / reduction in symptoms and liver disease related effects or type 2 diabetes related effects, a delay in the onset of symptoms and liver disease related effects or type 2 diabetes related effects, a reduction in the severity of symptoms of liver disease related effects or type 2 diabetes related effects, a reduction in the number of symptoms and liver disease related effects or type 2 diabetes related effects, a reduction in the latency period of symptoms and liver disease related effects or type 2 diabetes related effects, an improvement in symptoms and liver disease related effects or type 2 diabetes related effects, a reduction in secondary symptoms, a reduction in secondary infections, prevention of recurrence of liver disease or type 2 diabetes, a reduction in the number or frequency of recurrent episodes, an increase in the latency period between symptomatic episodes, an increase in the time to sustained progression, an accelerated recovery, or an increase in the effectiveness of or a decrease in resistance to alternative therapies, and / or an increase in the survival time of an affected host animal. A prophylactic effect can include complete or partial avoidance / inhibition, or delay (e.g., complete or partial avoidance / inhibition or delay, etc.) of the onset / progression of liver disease or type 2 diabetes following administration of a treatment protocol, and prolonged survival of an affected host animal. Treatment of liver disease or type 2 diabetes includes treatment of a subject already diagnosed as having any form of liver disease or type 2 diabetes at any clinical stage or symptom, delaying the onset or progression or progression or worsening of symptoms or signs of liver disease or type 2 diabetes, and / or preventing and / or reducing the severity of liver disease or type 2 diabetes.

[0104] The present disclosure also provides a method for identifying a subject with increased risk of developing liver disease or type 2 diabetes.In some embodiments, the method comprises determining or has determined the presence or absence of PDE3B predicted loss-of-function or missense variant nucleic acid molecule (e.g., genomic nucleic acid molecule, mRNA molecule, and / or cDNA molecule) encoding human PDE3B polypeptide in a biological sample obtained from the subject.If the subject lacks PDE3B predicted loss-of-function or missense variant nucleic acid molecule (i.e., the subject is genotypically categorized as PDE3B reference), the subject has increased risk of developing liver disease or type 2 diabetes.If the subject has PDE3B predicted loss-of-function or missense variant nucleic acid molecule (i.e., the subject is heterozygous for PDE3B predicted loss-of-function or missense variant, or is homozygous for PDE3B predicted loss-of-function or missense variant), the subject has reduced risk of developing liver disease or type 2 diabetes. In some embodiments, liver expressed quantitative trait loci (eQTLs) can be analyzed.

[0105] Having a single copy of a PDE3B predicted loss-of-function or missense variant nucleic acid molecule further protects a human subject from developing liver disease or type 2 diabetes than having no copy of a PDE3B predicted loss-of-function or missense variant nucleic acid molecule. Without intending to be limited to any particular theory or mechanism of action, it is believed that a single copy of a PDE3B predicted loss-of-function or missense variant nucleic acid molecule (i.e., heterozygous for a PDE3B predicted loss-of-function or missense variant) protects a subject from developing liver disease or type 2 diabetes, and it is also believed that having two copies of a PDE3B predicted loss-of-function or missense variant nucleic acid molecule (i.e., homozygous for a PDE3B predicted loss-of-function or missense variant) may further protect a subject from developing liver disease or type 2 diabetes compared to a subject with a single copy. Therefore, in some embodiments, a single copy of the predicted loss-of-function or missense variant nucleic acid molecule in PDE3B may not completely protect subjects from developing liver disease or type 2 diabetes, but may instead partially or incompletely protect.Without wishing to be bound by any particular theory, there may be additional factors or molecules involved in the development of liver disease or type 2 diabetes that still exist in the subjects with a single copy of the predicted loss-of-function or missense variant nucleic acid molecule in PDE3B, and therefore may not completely protect against the development of liver disease or type 2 diabetes.

[0106] Determining whether a subject has a predicted loss-of-function or missense variant nucleic acid molecule in a biological sample from the subject and / or determining whether a subject has a predicted loss-of-function or missense variant nucleic acid molecule in PDE3B can be performed by any of the methods described herein.In some embodiments, these methods can be performed in vitro.In some embodiments, these methods can be performed in situ.In some embodiments, these methods can be performed in vivo.In any of these embodiments, the nucleic acid molecule can be present in a cell obtained from the subject.

[0107] In some embodiments, if a subject is identified as having an increased risk of developing liver disease or type 2 diabetes, the subject is further treated with a therapeutic agent that treats or inhibits liver disease or type 2 diabetes, and / or a PDE3B inhibitor, as described herein.For example, if a subject is PDE3B reference and therefore has an increased risk of developing liver disease or type 2 diabetes, the subject is administered a PDE3B inhibitor.In some embodiments, such a subject is also administered a therapeutic agent that treats or inhibits liver disease or type 2 diabetes.In some embodiments, if a subject is heterozygous for a predicted loss-of-function or missense variant nucleic acid molecule in PDE3B, the subject is administered a therapeutic agent that treats or inhibits liver disease or type 2 diabetes at a dosage equal to or less than the standard dosage, and is also administered a PDE3B inhibitor.In some embodiments, such a subject is also administered a therapeutic agent that treats or inhibits liver disease or type 2 diabetes. In some embodiments, when the subject is homozygous for the predicted loss-of-function or missense variant nucleic acid molecule in PDE3B, the subject is administered the therapeutic agent for treating or inhibiting liver disease or type 2 diabetes at a dosage equal to or less than the standard dosage.In some embodiments, the subject is PDE3B reference.In some embodiments, the subject is heterozygous for the predicted loss-of-function or missense variant nucleic acid molecule in PDE3B.In some embodiments, the subject is homozygous for the predicted loss-of-function or missense variant nucleic acid molecule in PDE3B.

[0108] In some embodiments, any of the methods described herein can further comprise determining the total burden of the subject with PDE3B predicted loss-of-function or missense variant genomic nucleic acid molecules, mRNA molecules, or cDNA molecules generated from mRNA molecules, and / or PDE3B predicted loss-of-function variant polypeptides associated with reduced risk of developing liver disease or type 2 diabetes. The total burden is the sum of all variants in the PDE3B gene (including any genetic variants in close proximity to the PDE3B gene (up to 10Mb around the gene), regardless of genomic annotation), which can be performed in an association analysis with liver disease or type 2 diabetes. In some embodiments, the subject is homozygous for one or more PDE3B predicted loss-of-function or missense variant nucleic acid molecules associated with reduced risk of developing liver disease or type 2 diabetes. In some embodiments, the subject is heterozygous for one or more PDE3B predicted loss-of-function or missense variant nucleic acid molecules associated with reduced risk of developing liver disease or type 2 diabetes. The results of the association analysis suggest that predicted loss-of-function and missense variants in PDE3B are associated with a reduced risk of liver disease or type 2 diabetes.If a subject has a lower total load, the subject is at a higher risk of developing liver disease or type 2 diabetes, and the subject is administered or continues to be administered with a therapeutic agent that treats or inhibits liver disease or type 2 diabetes at a dose that exceeds the standard dose.If a subject has a larger total load, the subject is at a lower risk of developing liver disease or type 2 diabetes, and the subject is administered or continues to be administered with a therapeutic agent that treats or inhibits liver disease or type 2 diabetes at a dose that is equal to or less than the standard dose.The higher the total load, the lower the risk of developing liver disease or type 2 diabetes.

[0109] In some embodiments, the total burden of subjects having any one or more PDE3B predicted loss-of-function or missense variant nucleic acid molecules represents a weighted sum of any of a plurality of PDE3B predicted loss-of-function or missense variant nucleic acid molecules. In some embodiments, the total burden is calculated using at least about 2, at least about 3, at least about 4, at least about 5, at least about 10, at least about 20, at least about 30, at least about 40, at least about 50, at least about 60, at least about 70, at least about 80, at least about 100, at least about 120, at least about 150, at least about 200, at least about 250, at least about 300, at least about 400, at least about 500, at least about 1,000, at least about 10,000, at least about 100,000, or at least about 1,000,000 or more than 1,000,000 genetic variants present in or around the PDE3B gene (up to 10 Mb), where the genetic burden is the number of alleles multiplied by the estimated association with liver disease or associated outcome for each allele (e.g., a weighted polygenic burden score). This may include any genetic variants close to the PDE3B gene (up to 10Mb around the gene) that show non-zero association with liver-related traits in genetic association analysis, regardless of genome annotation.In some embodiments, if a subject has a total load higher than desired threshold score, the subject has a reduced risk of developing liver disease or type 2 diabetes.In some embodiments, if a subject has a total load lower than desired threshold score, the subject has an increased risk of developing liver disease or type 2 diabetes.

[0110] In some embodiments, the total burden can be divided into quintiles, such as top quintile, middle quintile, and bottom quintile, with the top quintile of total burden corresponding to the lowest risk group and the bottom quintile of total burden corresponding to the highest risk group. In some embodiments, the subjects with the larger total burden include the most weighted total burden, including but not limited to the top 10%, top 20%, top 30%, top 40%, or top 50% of the total burden from the subject population. In some embodiments, the genetic variants include genetic variants with association with liver disease or type 2 diabetes in the top 10%, top 20%, top 30%, top 40%, or top 50% of the p-value range for the association. In some embodiments, each of the identified genetic variants is about 10 -2 Below, about 10 -3 Below, about 10 -4 Below, about 10 -5 Below, about 10 -6 Below, about 10 -7 Below, about 10 -8 Below, about 10 -9 Below, about 10 -10 Below, about 10 -11 Below, about 10 -12 Below, about 10 -13 Below, about 10 -14 Less than or equal to 10 -15 In some embodiments, the identified genetic variants include those with an association with liver disease or type 2 diabetes with a p-value of 5×10 -8In some embodiments, the identified genetic variants include genetic variants having an association with liver disease or type 2 diabetes in high risk subjects with a p-value of less than about 1.001, about 1.01, about 1.1, about 1.5, about 1.75, about 2.0, or about 2.25 for the top 20% of the distribution, or an odds ratio (OR) of about 1.5, about 1.75, about 2.0, about 2.25, about 2.5, or about 2.75 for the remainder of the reference population. In some embodiments, the odds ratio (OR) may range from about 1.001 to about 1.01, about 1.01 to about 1.1, about 1.0 to about 1.5, about 1.5 to about 2.0, about 2.0 to about 2.5, about 2.5 to about 3.0, about 3.0 to about 3.5, about 3.5 to about 4.0, about 4.0 to about 4.5, about 4.5 to about 5.0, about 5.0 to about 5.5, about 5.5 to about 6.0, about 6.0 to about 6.5, about 6.5 to about 7.0, or more than 7.0. In some embodiments, high-risk subjects include subjects with a total burden in the bottom decile, quintile, or tertile in the reference population. The total burden threshold is determined based on the nature of the intended practical application and the risk difference that is considered meaningful for that practical application.

[0111] In some embodiments, if the subject is identified as having an increased risk of developing liver disease or type 2 diabetes, the subject is further treated with a therapeutic agent that treats or inhibits liver disease or type 2 diabetes, and / or a PDE3B inhibitor, as described herein.For example, if the subject is a PDE3B reference and therefore has an increased risk of developing liver disease or type 2 diabetes, the subject is administered a PDE3B inhibitor.In some embodiments, such a subject is also administered a therapeutic agent that treats or inhibits liver disease or type 2 diabetes.In some embodiments, if the subject is heterozygous for a loss-of-function or missense variant predicted in PDE3B, the subject is administered a therapeutic agent that treats or inhibits liver disease or type 2 diabetes at a dosage equal to or less than the standard dosage, and also administered a PDE3B inhibitor.In some embodiments, the subject is a PDE3B reference.In some embodiments, the subject is heterozygous for a loss-of-function or missense variant nucleic acid molecule predicted in PDE3B. Furthermore, if a subject has a lower total burden of predicted loss-of-function or missense variant nucleic acid molecules in PDE3B, and therefore has an increased risk of developing liver disease or type 2 diabetes, the subject is administered with a therapeutic agent for treating or inhibiting liver disease or type 2 diabetes at a dose that is greater than the standard dosage administered to subjects with a higher total burden of predicted loss-of-function or missense variant nucleic acid molecules in PDE3B.In some embodiments, if a subject has a lower total burden of predicted loss-of-function or missense variant nucleic acid molecules in PDE3B, the subject is administered with a therapeutic agent for treating or inhibiting liver disease or type 2 diabetes at a dose that is the same as or less than the standard dosage administered to subjects with a higher total burden of predicted loss-of-function or missense variant nucleic acid molecules in PDE3B.

[0112] The present disclosure also provides a method for detecting the presence or absence of PDE3B predicted loss-of-function or missense variant genomic nucleic acid molecules in a biological sample from a subject, and / or PDE3B predicted loss-of-function or missense variant mRNA molecules in a biological sample from a subject, and / or PDE3B predicted loss-of-function or missense variant cDNA molecules generated from mRNA molecules in a biological sample from a subject.It is understood that gene sequences in a population and the mRNA molecules encoded by such genes may differ due to polymorphisms, such as single nucleotide polymorphisms.The sequences provided herein for PDE3B variant genomic nucleic acid molecules, PDE3B variant mRNA molecules, and PDE3B variant cDNA molecules are merely exemplary sequences.Other sequences for PDE3B variant genomic nucleic acid molecules, variant mRNA molecules, and variant cDNA molecules are also possible.

[0113] Biological samples may be derived from any cell, tissue, or biological fluid from a subject. Biological samples may include any clinically relevant tissue, such as bone marrow samples, tumor biopsy specimens, fine needle aspiration biopsy specimens, or samples of bodily fluids (blood, gingival crevicular fluid, plasma, serum, lymph, ascites, cyst fluid, or urine, etc.). In some cases, samples include oral swabs. Biological samples used in the methods disclosed herein may vary based on the assay format, the nature of the detection method, and the tissue, cell, or extract used as sample. Biological samples can be treated in different ways depending on the assay used. For example, when detecting any PDE3B variant nucleic acid molecules, pretreatment designed to isolate or enrich the biological sample for genomic DNA can be employed. Various techniques can be used for this purpose. When detecting the level of any PDE3B variant mRNA molecules, various techniques can be used to enrich the biological sample containing mRNA molecules. Various methods can be used to detect the presence or level of mRNA molecules, or the presence of specific variant genomic DNA loci.

[0114] In some embodiments, detecting predicted loss-of-function or missense variant nucleic acid molecules in PDE3B in a subject includes performing sequence analysis on a biological sample obtained from the subject to determine whether PDE3B genomic nucleic acid molecules in the biological sample, and / or PDE3B mRNA molecules in the biological sample, and / or PDE3B cDNA molecules generated from the mRNA molecules in the biological sample contain one or more variations that cause or are predicted to cause loss-of-function (partial or complete).

[0115] In some embodiments, a method for detecting the presence or absence of a predicted loss-of-function or missense variant nucleic acid molecule (e.g., a genomic nucleic acid molecule, an mRNA molecule, and / or a cDNA molecule generated from an mRNA molecule, etc.) in a subject includes performing an assay on a biological sample obtained from the subject, the assay determining whether a nucleic acid molecule in the biological sample contains a particular nucleotide sequence.

[0116] In some embodiments, biological sample comprises cell or cell lysate.Such method can include, for example, obtaining biological sample from subject that comprises PDE3B genomic nucleic acid molecule or mRNA molecule, and optionally reverse transcribing mRNA into cDNA if it is mRNA.Such assay can include, for example, determining the identity of these positions of specific PDE3B nucleic acid molecule.In some embodiments, the method is an in vitro method.

[0117] In some embodiments, the determining step, detecting step, or sequence analysis includes sequencing at least a portion of the nucleotide sequence of a PDE3B genomic nucleic acid molecule, a PDE3B mRNA molecule, or a PDE3B cDNA molecule in a biological sample, and the sequenced portion contains one or more variations that cause or are predicted to cause loss of function (partial or complete).

[0118] In some embodiments, the assay comprises sequencing the entirety of the nucleic acid molecule. In some embodiments, only the PDE3B genomic nucleic acid molecule is analyzed. In some embodiments, only the PDE3B mRNA is analyzed. In some embodiments, only the PDE3B cDNA obtained from the PDE3B mRNA is analyzed.

[0119] Mutation-specific polymerase chain reaction techniques can be used to detect mutations (such as SNPs in a nucleic acid sequence) because DNA polymerase will not extend if there is a mismatch with the template, and mutation-specific primers can be used.

[0120] In some embodiments, the nucleic acid molecule in the sample is mRNA, and the mRNA is reverse transcribed into cDNA prior to the amplification step. In some embodiments, the nucleic acid molecule is present in a cell obtained from the subject.

[0121] In some embodiments, the assay involves contacting the biological sample under stringent conditions with a primer or probe, such as a mutation-specific primer or a mutation-specific probe, that specifically hybridizes to a PDE3B variant genomic sequence, variant mRNA sequence, or variant cDNA sequence, but not to the corresponding PDE3B reference sequence, and determining whether hybridization occurs.

[0122] In some embodiments, the determination step, detection step, or sequence analysis includes: a) amplifying at least a portion of a nucleic acid molecule encoding a PDE3B polypeptide; b) labeling the amplified nucleic acid molecule with a detectable label; c) contacting the labeled nucleic acid molecule with a support containing a mutation-specific probe; and d) detecting the detectable label.

[0123] In some embodiments, the assay comprises RNA sequencing (RNA-Seq). In some embodiments, the assay also comprises reverse transcribing mRNA into cDNA, for example, by reverse transcription polymerase chain reaction (RT-PCR).

[0124] In some embodiments, the method utilizes probes and primers of sufficient nucleotide length to bind to target nucleotide sequences and specifically detect and / or identify polynucleotides comprising PDE3B variant genomic nucleic acid molecules, variant mRNA molecules, or variant cDNA molecules.Hybridization or reaction conditions can be determined by the operator to achieve this result.Nucleotide length can be any length sufficient for use in the selected detection method, including any assay described or exemplified herein.Such probes and primers can specifically hybridize to target nucleotide sequences under high stringency hybridization conditions.Probes and primers can have complete nucleotide sequence identity of consecutive nucleotides in the target nucleotide sequence, but probes can be conventionally designed to be different from the target nucleotide sequence and retain the ability to specifically detect and / or identify the target nucleotide sequence. The probes and primers can have about 80%, about 85%, about 90%, about 91%, about 92%, about 93%, about 94%, about 95%, about 96%, about 97%, about 98%, about 99%, or 100% sequence identity or complementarity to the nucleotide sequence of the target nucleic acid molecule.

[0125] Exemplary nucleic acid sequencing techniques include, but are not limited to, chain terminator (Sanger) sequencing and dye terminator sequencing. Other methods include nucleic acid hybridization methods other than sequencing, including using labeled primers or probes on purified DNA, amplified DNA, and fixed cell preparations (fluorescence in situ hybridization (FISH)). In some methods, the target nucleic acid molecule can be amplified prior to or simultaneously with detection. Examples of nucleic acid amplification techniques include, but are not limited to, polymerase chain reaction (PCR), ligase chain reaction (LCR), strand displacement amplification (SDA), and nucleic acid sequence-based amplification (NASBA). Other methods include, but are not limited to, ligase chain reaction, strand displacement amplification, and thermophilic SDA (tSDA).

[0126] In hybridization techniques, stringent conditions can be used so that the probe or primer hybridizes specifically to its target. In some embodiments, a polynucleotide primer or probe under stringent conditions will hybridize to its target sequence detectably higher than other non-target sequences (at least 2 times above background, at least 3 times above background, at least 4 times above background, etc., including more than 10 times above background). In some embodiments, a polynucleotide primer or probe under stringent conditions will hybridize to its target nucleotide sequence detectably higher (at least 2 times above background) than other nucleotide sequences. In some embodiments, a polynucleotide primer or probe under stringent conditions will hybridize to its target nucleotide sequence detectably higher (at least 3 times above background) than other nucleotide sequences. In some embodiments, a polynucleotide primer or probe under stringent conditions will hybridize to its target nucleotide sequence detectably higher (at least 4 times above background) than other nucleotide sequences. In some embodiments, a polynucleotide primer or probe under stringent conditions will hybridize to its target nucleotide sequence to a detectably higher degree (greater than 10-fold over background) than other nucleotide sequences. Stringent conditions are sequence-dependent and will vary depending on the circumstances.

[0127] Suitable stringency conditions that promote DNA hybridization (e.g., 6x sodium chloride / sodium citrate (SSC) at about 45°C, followed by a 2x SSC wash at 50°C) are known or can be found in Current Protocols in Molecular Biology, John Wiley & Sons, NY (1989), 6.3.1-6.3.6. Typically, stringent conditions for hybridization and detection include conditions in which the salt concentration is less than about 1.5 M NaCl at pH 7.0-8.3. +ion, typically about 0.01 to 1.0 M Na + The conditions for the hybridization are generally about ionic concentration (or other salts) and temperature of at least about 30° C. for short probes (e.g., 10-50 nucleotides) and at least about 60° C. for longer probes (e.g., more than 50 nucleotides). Stringent conditions may be achieved by the addition of destabilizing agents such as formamide. Optionally, the wash buffer may contain about 0.1% to about 1% SDS. The duration of hybridization is generally less than about 24 hours, usually about 4 to about 12 hours. The duration of the wash time is at least sufficient to reach equilibrium.

[0128] In some embodiments, such isolated nucleic acid molecules comprise at least about 5, at least about 8, at least about 10, at least about 11, at least about 12, at least about 13, at least about 14, at least about 15, at least about 16, at least about 17, at least about 18, at least about 19, at least about 20, at least about 21, at least about 22, at least about 23, at least about 24, at least about 25, at least about 30, at least about 35, at least about 40, at least about 45, at least about 50, at least about 51, at least about 52, at least about 53, at least about 54, at least about 55, at least about 56, at least about 57, at least about 58, at least about 59, at least about 60, at least about 61, at least about 62, at least about 63, at least about 64, at least about 65, at least about 66, at least about 67, at least about 68, at least about 69, at least about 70, at least about 71, at least about 72, at least about 73, at least about 74, at least about 75, at least about 76, at least about 77, at least about 78, at least about 79, at least about 80, at least about 81, at least about 82, at least about 83, at least about 84, at least about 85, at least about 86, at least about 87, at least about 88, at least about 89, at least about 90, at least about 91, at least about 92, at least about 93, at least about 94, at least about 95, at least about 96, at least about 97, at least about 98, at least about 99 In some embodiments, such isolated nucleic acid molecules comprise or consist of at least about 5, at least about 60, at least about 65, at least about 70, at least about 75, at least about 80, at least about 85, at least about 90, at least about 95, at least about 100, at least about 200, at least about 300, at least about 400, at least about 500, at least about 600, at least about 700, at least about 800, at least about 900, at least about 1000, at least about 2000, at least about 3000, at least about 4000, or at least about 5000 nucleotides. In some embodiments, such isolated nucleic acid molecules comprise or consist of at least about 5, at least about 8, at least about 10, at least about 11, at least about 12, at least about 13, at least about 14, at least about 15, at least about 16, at least about 17, at least about 18, at least about 19, at least about 20, at least about 21, at least about 22, at least about 23, at least about 24, or at least about 25 nucleotides. In some embodiments, the isolated nucleic acid molecule comprises or consists of at least about 18 nucleotides. In some embodiments, the isolated nucleic acid molecule comprises or consists of about 15 nucleotides. In some embodiments, the isolated nucleic acid molecule comprises or consists of about 10 to about 35, about 10 to about 30, about 10 to about 25, about 12 to about 30, about 12 to about 28, about 12 to about 24, about 15 to about 30, about 15 to about 25, about 18 to about 30, about 18 to about 25, about 18 to about 24, or about 18 to about 22 nucleotides. In some embodiments, the isolated nucleic acid molecule comprises or consists of about 18 to about 30 nucleotides.In some embodiments, the isolated nucleic acid molecule comprises or consists of about 15 to about 35 nucleotides.

[0129] In some embodiments, such isolated nucleic acid molecules hybridize to PDE3B variant nucleic acid molecules (e.g., genomic nucleic acid molecules, mRNA molecules, and / or cDNA molecules) under stringent conditions.Such nucleic acid molecules can be used, for example, as probes, primers, mutation-specific probes, or mutation-specific primers as described or exemplified herein, including, but not limited to, primers, probes, antisense RNA, shRNA, and siRNA, each of which is described in more detail elsewhere herein, and can be used in any of the methods described herein.

[0130] In some embodiments, the isolated nucleic acid molecule hybridizes to at least about 15 contiguous nucleotides of a nucleic acid molecule that is at least about 70%, at least about 75%, at least about 80%, at least about 85%, at least about 90%, at least about 95%, at least about 96%, at least about 97%, at least about 98%, at least about 99%, or 100% identical to a PDE3B variant genomic nucleic acid molecule, a PDE3B variant mRNA molecule, and / or a PDE3B variant cDNA molecule. In some embodiments, the isolated nucleic acid molecule consists of or comprises about 15 to about 100 nucleotides, or about 15 to about 35 nucleotides. In some embodiments, the isolated nucleic acid molecule consists of or comprises about 15 to about 100 nucleotides. In some embodiments, the isolated nucleic acid molecule consists of or comprises about 15 to about 35 nucleotides.

[0131] In some embodiments, the mutation-specific probe and the mutation-specific primer comprise DNA. In some embodiments, the mutation-specific probe and the mutation-specific primer comprise RNA.

[0132] In some embodiments, the probes and primers described herein (including mutation-specific probes and mutation-specific primers) have nucleotide sequences that specifically hybridize to any of the nucleic acid molecules disclosed herein, or their complements. In some embodiments, the probes and primers specifically hybridize under stringent conditions to any of the nucleic acid molecules disclosed herein.

[0133] In some embodiments, the primers (including mutation-specific primers) can be used in second generation or high throughput sequencing. In some instances, the primers (including mutation-specific primers) can be modified. In particular, the primers can include various modifications used in different steps of, for example, Massive Parallel Signature Sequencing (MPSS), Polony sequencing, and 454 Pyrosequencing. Modified primers can be used in multiple steps of the process, including biotinylated primers in the cloning step and fluorescently labeled primers used in the bead loading and detection steps. Polony sequencing is generally performed using paired-end tag libraries, where each molecule of DNA template is approximately 135 bp in length. Biotinylated primers are used in the bead loading step and emulsion PCR. Fluorescently labeled degenerate nonamer oligonucleotides are used in the detection step. The adapters can contain 5'-biotin tags for immobilization of the DNA library on streptavidin-coated beads.

[0134] The probes and primers described herein can be used to detect nucleotide variations in any of the PDE3B variant genomic nucleic acid molecules, PDE3B variant mRNA molecules, and / or PDE3B variant cDNA molecules disclosed herein.The primers described herein can be used to amplify the PDE3B variant genomic nucleic acid molecules, PDE3B variant mRNA molecules, or PDE3B variant cDNA molecules, or fragments thereof.

[0135] In the context of this disclosure, "specifically hybridizes" means that a probe or primer (e.g., a mutation-specific probe or mutation-specific primer, etc.) does not hybridize to a nucleic acid sequence encoding a PDE3B reference genomic nucleic acid molecule, a PDE3B reference mRNA molecule, and / or a PDE3B reference cDNA molecule.

[0136] In some embodiments, the probe (such as a mutation-specific probe) comprises a label. In some embodiments, the label is a fluorescent label, a radiolabel, or biotin.

[0137] The present disclosure also provides a support comprising a substrate to which any one or more of the probes disclosed herein are bound. A solid support is a solid-state substrate or support to which molecules (such as any of the probes disclosed herein) can associate. A form of solid support is an array. Another form of solid support is an array detector. An array detector is a solid support to which multiple types of probes are coupled in an array, grid, or other organized pattern. A form of solid-state substrate is a microtiter dish, such as a standard 96-well type. In some embodiments, a multi-well glass slide can be used, usually containing one array per well.

[0138] The nucleotide sequence of the PDE3B reference genome nucleic acid molecule is set forth in SEQ ID NO:1 (ENSG00000152270.9, encompassing chr11:14,643,804 to 14,872,044 of the GRCh38 / hg38 human genome assembly).

[0139] The nucleotide sequence of a PDE3B reference mRNA molecule is shown in SEQ ID NO:2. The nucleotide sequence of another PDE3B reference mRNA molecule is shown in SEQ ID NO:3. The nucleotide sequence of another PDE3B reference mRNA molecule is shown in SEQ ID NO:4. The nucleotide sequence of a PDE3B reference mRNA molecule is shown in SEQ ID NO:5. The nucleotide sequence of another PDE3B reference mRNA molecule is shown in SEQ ID NO:6. The nucleotide sequence of another PDE3B reference mRNA molecule is shown in SEQ ID NO:7. The nucleotide sequence of a PDE3B reference mRNA molecule is shown in SEQ ID NO:8. The nucleotide sequence of another PDE3B reference mRNA molecule is shown in SEQ ID NO:9. The nucleotide sequence of another PDE3B reference mRNA molecule is shown in SEQ ID NO:10. The nucleotide sequence of another PDE3B reference mRNA molecule is shown in SEQ ID NO:11.

[0140] The nucleotide sequence of the PDE3B reference cDNA molecule is shown in SEQ ID NO: 12. The nucleotide sequence of another PDE3B reference cDNA molecule is shown in SEQ ID NO: 13. The nucleotide sequence of another PDE3B reference cDNA molecule is shown in SEQ ID NO: 14. The nucleotide sequence of another PDE3B reference cDNA molecule is shown in SEQ ID NO: 15. The nucleotide sequence of another PDE3B reference cDNA molecule is shown in SEQ ID NO: 16. The nucleotide sequence of another PDE3B reference cDNA molecule is shown in SEQ ID NO: 17. The nucleotide sequence of another PDE3B reference cDNA molecule is shown in SEQ ID NO: 18. The nucleotide sequence of another PDE3B reference cDNA molecule is shown in SEQ ID NO: 19. The nucleotide sequence of the PDE3B reference cDNA molecule is shown in SEQ ID NO: 20. The nucleotide sequence of another PDE3B reference cDNA molecule is shown in SEQ ID NO: 21.

[0141] The amino acid sequence of the PDE3B reference polypeptide is shown in SEQ ID NO:22. With reference to SEQ ID NO:22, the PDE3B reference polypeptide is 1,112 amino acids long. With reference to SEQ ID NO:23, the PDE3B reference polypeptide is 1,061 amino acids long. With reference to SEQ ID NO:23, the PDE3B reference polypeptide is 1,061 amino acids long. With reference to SEQ ID NO:24, the PDE3B reference polypeptide is 1,190 amino acids long. With reference to SEQ ID NO:25, the PDE3B reference polypeptide is 298 amino acids long.

[0142] The genomic nucleic acid molecule, mRNA molecule, and cDNA molecule can be from any organism. For example, the genomic nucleic acid molecule, mRNA molecule, and cDNA molecule can be orthologs from humans or other organisms (e.g., non-human mammals, rodents, mice, or rats). It is understood that gene sequences within a population can differ due to polymorphisms, such as single nucleotide polymorphisms. The examples provided herein are merely exemplary sequences. Other sequences are also possible.

[0143] Also provided herein is a functional polynucleotide that can interact with the disclosed nucleic acid molecule.Examples of functional polynucleotides include, but are not limited to, antisense molecules, aptamers, ribozymes, triplex-forming molecules, and external guide sequences.Functional polynucleotides can function as effectors, inhibitors, regulators, and stimulators of the specific activity of target molecules, or functional polynucleotides can have novel activities independent of any other molecules.

[0144] The isolated nucleic acid molecules disclosed herein may include RNA, DNA, or both RNA and DNA. The isolated nucleic acid molecules may also be linked or fused to heterologous nucleic acid sequences, such as vectors or heterologous labels. For example, the isolated nucleic acid molecules disclosed herein may be inside a vector or an exogenous donor sequence that includes the isolated nucleic acid molecule and a heterologous nucleic acid sequence. The isolated nucleic acid molecules may also be linked or fused to heterologous labels. The labels may be directly detectable (e.g., fluorophores, etc.) or indirectly detectable (e.g., haptens, enzymes, or fluorophore quenchers, etc.). Such labels may be detectable by spectroscopic, photochemical, biochemical, immunochemical, or chemical means. Such labels include, for example, radioisotope labels, dyes, dyes, chromogens, spin labels, and fluorescent labels. The labels may also be, for example, chemiluminescent substances, metal-containing substances, or enzymes that result in enzyme-dependent secondary generation of a signal. The term "label" may also refer to a "tag" or hapten that can be selectively bound to a conjugated molecule, such that when the conjugated molecule is subsequently added with a substrate, it is used to generate a detectable signal. For example, biotin can be used as a tag with an avidin or streptavidin conjugate of horseradish peroxidate (HRP) to bind to the tag, and a calorimetric substrate (e.g., tetramethylbenzidine (TMB), etc.) or a fluorogenic substrate can be used to detect the presence of HRP. Exemplary labels that can be used as tags to facilitate purification include, but are not limited to, myc, HA, FLAG or 3xFLAG, 6xHis or polyhistidine, glutathione-S-transferase (GST), maltose binding protein, epitope tags, or the Fc portion of an immunoglobulin. Numerous labels include, for example, particles, fluorophores, haptens, enzymes, and their colorimetric, fluorogenic, and chemiluminescent substrates, as well as other labels.

[0145] The percent identity (or percent complementarity) between particular stretches of nucleotide sequences in a nucleic acid molecule or amino acid sequences in a polypeptide can be routinely determined using the BLAST program (Basic Local Alignment Search Tool) and PowerBLAST programs (Altschul et al., J. Mol. Biol., 1990, 215, 403-410; Zhang and Madden, Genome Res., 1997, 7, 649-656) or the Gap program (Wisconsin Sequence Analysis Package, Version 8 for UNIX, Genetics Computer Group, University Research Park, Madison Wis.), using default settings using the Smith and Waterman algorithm (Adv. Appl. Math., 1981, 2, 482-489). When referring to percent sequence identity herein, a higher percentage of sequence identity is preferred over a lower one.

[0146] As used herein, the phrase "corresponding to" or grammatical variations thereof, when used in the context of numbering a particular nucleotide or sequence of nucleotides or position, refers to the numbering of a specified reference sequence when that particular nucleotide or nucleotide sequence is compared to a reference sequence (e.g., SEQ ID NO:1, etc.). In other words, the residue (e.g., nucleotide or amino acid) number or residue (e.g., nucleotide or amino acid) position of a particular polymer is specified with reference to a reference sequence, not by the actual position number of that residue within that particular nucleotide or nucleotide sequence. For example, a particular nucleotide sequence can be aligned to a reference sequence by introducing gaps to optimize residue matching between the two sequences. In these cases, although gaps exist, the numbering of residues in a particular nucleotide or nucleotide sequence is done with reference to the reference sequence to which it is aligned.

[0147] The nucleotide and amino acid sequences listed in the accompanying sequence listing are shown using standard letter abbreviations for the nucleotide bases and three-letter code for the amino acids. The nucleotide sequences follow the standard convention of proceeding from the 5' to the 3' end of the sequence (i.e., from left to right in each sequence). Only one strand of each nucleotide sequence is shown, but the complementary strand is understood to be encompassed by any reference to the presented strand. The amino acid sequences follow the standard convention of beginning at the amino terminus of the sequence and proceeding toward the carboxy terminus (i.e., from left to right in each sequence).

[0148] The present disclosure also provides a therapeutic agent for treating or inhibiting liver disease or type 2 diabetes for use in treating liver disease or type 2 diabetes in a subject having PDE3B reference or PDE3B predicted loss-of-function or missense variant genomic nucleic acid molecule encoding PDE3B polypeptide, PDE3B predicted loss-of-function or missense variant mRNA molecule encoding PDE3B polypeptide, or PDE3B predicted loss-of-function or missense variant cDNA molecule encoding PDE3B polypeptide.Any of the therapeutic agents for treating or inhibiting liver disease or type 2 diabetes described herein can be used in these methods.To treat PDE3B reference subject, the dosage of the therapeutic agent for treating or inhibiting liver disease or type 2 diabetes is higher than the standard dosage.To treat subject that is heterozygous or homozygous as above, the dosage of the therapeutic agent for treating or inhibiting liver disease or type 2 diabetes is less than or equal to the standard dosage.

[0149] The present disclosure also provides a therapeutic agent for treating or inhibiting liver disease or type 2 diabetes for use in preparing a medicament for treating liver disease or type 2 diabetes in a subject having a PDE3B reference or PDE3B predicted loss-of-function or missense variant genomic nucleic acid molecule encoding a PDE3B polypeptide, a PDE3B predicted loss-of-function or missense variant mRNA molecule encoding a PDE3B polypeptide, or a PDE3B predicted loss-of-function or missense variant cDNA molecule encoding a PDE3B polypeptide.Any of the therapeutic agents for treating or inhibiting liver disease or type 2 diabetes described herein can be used in these methods.For treating PDE3B reference subjects, the dosage of the therapeutic agent for treating or inhibiting liver disease or type 2 diabetes is higher than the standard dosage.For treating subjects who are heterozygous or homozygous as described above, the dosage of the therapeutic agent for treating or inhibiting liver disease or type 2 diabetes is less than or equal to the standard dosage.

[0150] The present disclosure also provides the PDE3B inhibitor for treating or inhibiting liver disease or type 2 diabetes in the subject that is heterozygous for PDE3B reference or PDE3B predicted loss-of-function or missense variant genomic nucleic acid molecule that encodes PDE3B polypeptide, PDE3B predicted loss-of-function or missense variant mRNA molecule that encodes PDE3B polypeptide, or PDE3B predicted loss-of-function or missense variant cDNA molecule that encodes PDE3B polypeptide.Any of the PDE3B inhibitors described herein can be used in these methods.

[0151] The present disclosure also provides the PDE3B inhibitor that treats or inhibits liver disease or type 2 diabetes, for use in preparing the medicament for treating liver disease or type 2 diabetes in the subject that is heterozygous for the PDE3B reference or PDE3B predicted loss-of-function or missense variant genomic nucleic acid molecule that encodes PDE3B polypeptide, the PDE3B predicted loss-of-function or missense variant mRNA molecule that encodes PDE3B polypeptide, or the PDE3B predicted loss-of-function or missense variant cDNA molecule that encodes PDE3B polypeptide.Any of the PDE3B inhibitors described herein can be used in these methods.

[0152] All patent documents, websites, other publications, accession numbers, and the like cited above or below are incorporated by reference in their entirety for all purposes to the same extent as if each individual item was specifically and individually indicated to be so incorporated by reference. Where different versions of sequences are associated with accession numbers at different times, the version associated with the accession number at the effective filing date of this application is meant. By effective filing date is meant the earlier of the actual filing date or the filing date of the priority application, and the accession number is referred to where applicable. Similarly, where different versions of publications, websites, etc. are published at different times, the version last published at the effective filing date of the application is meant unless otherwise indicated. Any feature, step, element, embodiment, or aspect of the present disclosure may be used in combination with other features, steps, elements, embodiments, or aspects unless specifically indicated otherwise. Although the present disclosure has been described in some detail by way of illustration and example for purposes of clarity and understanding, it will be apparent that certain changes and modifications may be made within the scope of the appended claims.

[0153] The following examples are provided to describe the embodiments in more detail. They are intended to illustrate, not limit, the claimed embodiments. The following examples provide those skilled in the art with disclosure and description of how the compounds, compositions, articles, devices and / or methods described herein are made and evaluated, and are intended to be purely exemplary and are not intended to limit the scope of any claims. Efforts have been made to ensure accuracy with respect to numbers (e.g., amounts, temperatures, etc.), but some error and deviation can be accounted for. Unless otherwise indicated, parts are parts by weight, temperature is °C or is ambient temperature, and pressure is at or near atmospheric pressure. EXAMPLES

[0154] Example 1: Loss of function of the gene encoding PDE3B is associated with lower liver fat and lower risk of liver injury, liver disease and type 2 diabetes Rare nonsynonymous variants in PDE3B are associated with body fat distribution (Emdin et al., Nat. Commun., 2018, 9, 1613). Because body fat distribution is a risk factor for nonalcoholic fatty liver disease, it was hypothesized that rare nonsynonymous variants in this gene may be associated with fat deposition in the liver and its associated disease outcomes, specifically type 2 diabetes and nonalcoholic fatty liver disease. To test this hypothesis, the association of predicted loss-of-function (pLOF) or predicted deleterious missense variants in PDE3B with these health traits was estimated in more than 500,000 people from multiple cohorts who underwent whole-exome sequencing.

[0155] Table 3 shows the association of rare (alternative allele frequency (AAF) <1%) pLOF variant burden in PDE3B (alone or in combination with predicted deleterious missense variants) with body mass index-adjusted waist-to-hip ratio (BMI-adjusted WHR), a measure of fat distribution independent of overall obesity.

[0156] [Table 3]

[0157] Rare pLOF variants or pLOF+detrimental missense variants in PDE3B are strongly associated with lower BMI-adjusted WHR, i.e., more favorable body fat distribution.The results show that pLOF variants and predicted detrimental missense variants combined are more strongly associated with fat distribution and have similar effect sizes compared to pLOF variants alone, indicating that the predicted detrimental missense variants included in the analysis are more likely to result in loss of function.Therefore, the combination of rare predicted loss-of-function variants and rare detrimental missense variants improves the statistical power to study the consequences of genetic loss of function of PDE3B.

[0158] We next estimated associations with hepatic fat content as measured by imaging and liver injury as measured by alanine aminotransferase (ALT), a liver enzyme used in clinical practice as a biomarker of liver damage. Hepatic fat content was measured by magnetic resonance imaging (MRI)-derived proton density fat fraction (PDFF) of the liver. PDFF is defined as the ratio of the density of mobile protons derived from fat (triglycerides) to the total density of protons derived from mobile triglycerides and mobile water, and reflects the concentration of fat in tissues. Circulating ALT levels indicate leakage from damaged cells due to inflammation or cell death. We found that rare pLOF variants or pLOF and predicted deleterious missense variant burden in PDE3B were associated with lower PDFF and lower circulating ALT levels (Table 4).

[0159] [Table 4]

[0160] These results provide the first evidence linking loss of PDE3B function to protection from hepatic steatosis and liver damage in humans. Furthermore, a meta-analysis of multiple cohort studies found that individuals harboring PDE3B loss-of-function variants and predicted deleterious missense variants were at lower risk of developing chronic liver disease (Table 5).

[0161] [Table 5]

[0162] Furthermore, results showed an association with a lower risk of nonalcoholic steatohepatitis or liver fibrosis in bariatric surgery patients in the GHS study (Table 7). These results provide the first evidence linking loss of function of PDE3B with protection from chronic liver disease in humans.

[0163] Furthermore, the analysis reveals that carriers of PDE3B loss-of-function variants and predicted deleterious missense variants have a lower risk of type 2 diabetes, as shown in Table 6.

[0164] [Table 6]

[0165] These results provide the first evidence linking loss of PDE3B function to protection from type 2 diabetes in humans. Participation cohort Genetic association studies were performed in the United Kingdom Biobank (UKB) cohort (Sudlow et al., PLoS Med, 2015, 12, e1001779) and the DiscoverEHR cohort from the Geisinger Health System (GHS) MyCode Community Health Initiative (Carey et al., Genet. Med., 2016, 18, 906-13). UKB is a population-based cohort study of people aged 40-69 years recruited through 22 testing centers in the UK between 2006-2010. We included over 430,000 participants of European ancestry from UKB with available whole-exome sequencing and phenotype data. The GHS MyCode study Community Health Initiative is a health system-based cohort of patients in central and eastern Pennsylvania (USA) recruited between 2007-2019. More than 130,000 participants of European ancestry from the GHS with available whole-exome sequencing and phenotypic data were included. Associations between PDE3B and waist-to-hip ratio were estimated in the UKB and the Mexico City Prospective Study (MCPS; Int. J. Epidemiol., 2006, 35, 243-9). Associations with liver outcomes have also been investigated in cohorts from the Mount Sinai BioMe Biobank (SINAI, Cell, 2019, 177, 58-69), the University of Pennsylvania Penn Medicine BioBank (UPENN-PMBB; Park et al., 2020, doi:10.1038 / s41436-019-0625-8), and the Malmo Diet and Cancer Study (MDCS), a Swedish population-based prospective observational cohort recruited between 1991 and 1996 (Berglund et al., 1993, doi:10.1111 / j.1365-2796.1993.tb00647.x).

[0166] Phenotype definition Clinical laboratory measurements for ALT were extracted from the electronic health records (EHR) of participants from the GHS. Median values ​​were calculated for all participants with two or more measurements. In the UKB, ALT was measured by IFCC (International Federation of Clinical Chemistry) analysis on a Beckman Coulter AU5800 at the study baseline visit, and Hb1Ac was measured by HPLC using a Bio-Rad VARIANT II Turbo. BMI was calculated by dividing weight (kilograms) by height (meters) squared. Waist-to-hip ratio was calculated by dividing waist circumference by hip circumference. Prior to genetic association analysis, continuous phenotypic values ​​were transformed by the inverse standard normal function, applied within each ancestral group and separately for men and women.

[0167] Disease outcomes were defined according to the International Classification of Diseases, Ninth and Tenth Revision (ICD-9 and ICD-10) using EHR and self-reports where available, and combined into a single variable. Individuals with type 2 diabetes were identified using a previously described algorithm (Lotta et al., JAMA, 2018, doi:10.1001 / jama.2018.19329) and chronic liver disease was defined according to the definitions listed in Table 7. Individuals with nonalcoholic and parenchymal liver disease were identified in the UKB, GHS, SINAI, UPENN-PMBB, and MALMO, and individuals with type 2 diabetes were identified in the UKB and GHS.

[0168] [Table 7]

[0169] Defining liver histopathological phenotypes in the GHS bariatric surgery cohort Liver wedge biopsies were obtained intraoperatively during bariatric surgery in 3,779 individuals. Biopsies were consistently obtained 10 cm left of the falciform ligament prior to any liver involution or gastric surgery. Biopsies were sectioned and primary sections were delivered to clinical pathologists for liver histology (fixed in 10% neutral buffered formalin and stained with hematoxylin and eosin for routine histology and Masson's trichrome for assessment of fibrosis), while remaining sections were stored (frozen in RNAlater and / or liquid nitrogen) within a research biobank. Liver histology was performed by an experienced pathologist and then reviewed by a second experienced pathologist using the NASH Clinical Research Network scoring system as follows: steatosis grade 0 (67%), lobular inflammation grade 0 (no foci), grade 1 (mild, 4 foci per 200× field), fibrosis stage 0 (none), stage 1 (perisinusoidal or periportal fibrosis), stage 2 (perisinusoidal and periportal fibrosis), stage 3 (bridging fibrosis), and stage 4 (cirrhosis). These histologic diagnoses were used to define the following phenotypes: 1) normal: no evidence of steatosis, NASH, or fibrosis; 2) simple steatosis: steatosis (regardless of grade) and no evidence of NASH or fibrosis; 3) NASH: presence of lobular inflammation or hepatocyte ballooning (regardless of grade), or presence of fibrosis (regardless of stage); 4) fibrosis: presence of fibrosis (regardless of stage).

[0170] Genotype data High-coverage whole-exome sequencing was performed as previously described (Science, 2016, 354:aaf6814, and Nature, 2020;586,749-756) and summarized below. NimbleGen probes (VCRome, for a portion of the GHS cohort) or a modified version of the xGen design available from Integrated DNA Technologies (IDT, for the remainder of the GHS and other cohorts) were used for targeted sequence capture of the exome. To facilitate capture and sequencing of multiplexed exomes, a unique 6 base pair (bp) barcode (VCRome) or 10 bp barcode (IDT) was added to each DNA fragment during library preparation. Equal amounts of samples were pooled prior to exome capture. Sequencing was performed on an Illumina v4 HiSeq 2500 instrument (for a portion of the GHS cohort) or on a NovaSeq instrument (for the remainder of the GHS and other cohorts) using 75 bp paired-end reads. Sequencing had sufficient coverage depth (i.e., the number of sequence reads covering each nucleotide within the target region of the genome) to provide 20x or greater coverage across 85% of the target bases in 96% of the VCRome samples, and 20x coverage across 90% of the target bases in 99% of the IDT samples. Data processing steps included sample demultiplexing using Illumina software, alignment to the GRCh38 human genome reference sequence including generation of binary alignment and mapping files (BAM), processing of the BAM files (e.g., marking of duplicate reads and other read mapping assessments). Variant calling was performed using the GLNexus system (DOI: 10.1101 / 343970). Variant mapping and annotation were based on the GRCh38 human genome reference sequence and Ensembl v85 gene definitions using snpEff software. The snpEff predictions with protein-coding transcripts with annotated starts and stops were then combined into a single functional impact prediction by selecting the most deleterious functional impact class for each gene.The hierarchy of these annotations (from most to least deleterious) was frameshift, stop gain, stop loss, splice acceptor, splice donor, stop loss, in-frame indel, missense, and other annotations. Predicted LOF genetic variants included a) insertions or deletions resulting in a frameshift, b) insertions, deletions, or single nucleotide variants resulting in the introduction of a premature stop codon or loss of a transcription start or stop site, and c) variants at donor or acceptor splice sites. Missense variants were classified for potential functional impact according to the number of in silico prediction algorithms that predicted deleteriousness using SIFT (Adzhubei et al., Nat. Methods, 2010, 7, 248-9) and Polyphen2_HVAR (Adzhubei et al., Nat. Methods, 2010, 7, 248-9), LRT (Chun et al., Genome Res., 2009, 19, 1553-61), and MutationTaster (Schwarz et al., Nat. Methods, 2010, 7, 575-6). For each gene, the alternative allele frequency (AAF) and functional annotation of each variant determined inclusion in these seven total burden exposures: 1) pLOF variants with AAF<1%; 2) pLOF or missense variants predicted to be deleterious by 5 / 5 algorithms with AAF<1%.

[0171] Association analysis of gene burden of rare loss-of-function variants Associations between the burden of rare predicted loss-of-function or missense variants in a given gene and phenotype were tested by fitting linear (for quantitative traits) or Firth bias-corrected logistic (for binary traits) regression models adjusted for polygenic scores fitted to the genomic kinship matrix using REGENIE v1.0 (doi:doi.org / 10.1101 / 2020.06.19.162354). Analyses were stratified by ancestry, age, 2 , gender, age by gender and age by gender2 We adjusted for interaction terms, experimental batch-related covariates, 10 common variant-derived principal components, and 20 rare variant-derived principal components. Results across cohorts for each variant-phenotype association were combined using fixed-effects inverse variance-weighted meta-analysis. In the total load test, all individuals are labeled as heterozygous if they have one or more eligible rare variants (as described above based on frequency and functional annotation) and as homozygous if they have any eligible variant in the homozygous state. This "composite genotype" is then used to test for association.

[0172] In addition to those described herein, various modifications of the described subject matter will become apparent to those skilled in the art from the foregoing description. Such modifications are also intended to fall within the scope of the appended claims. Each reference cited in this application (including, but not limited to, journal articles, U.S. and non-U.S. patents, patent application publications, international patent application publications, gene bank accession numbers, etc.) is incorporated herein by reference in its entirety.

Claims

1. 1. An in vitro method for identifying a subject having an increased risk of developing liver disease or type 2 diabetes, the method comprising: determining or having determined the presence or absence of a predicted loss-of-function or missense variant nucleic acid molecule encoding a human phosphodiesterase 3B (PDE3B) polypeptide in a biological sample obtained from the subject; if the subject is a PDE3B reference, the subject has an increased risk of developing the liver disease or type 2 diabetes; The method, wherein if the subject is heterozygous or homozygous for a predicted loss-of-function or missense variant in PDE3B, the subject has a reduced risk of developing the liver disease or type 2 diabetes.

2. The method of claim 1, wherein the predicted loss-of-function or missense variant nucleic acid molecule in PDE3B is a splice site variant, a stop-gain variant, a start-loss variant, a stop-loss variant, a frameshift variant, or an in-frame indel variant, or a variant encoding a truncated PDE3B polypeptide.

3. The method of claim 1, wherein the predicted loss-of-function or missense variant nucleic acid molecule in PDE3B encodes a truncated PDE3B polypeptide.

4. The method according to any one of claims 1 to 3, wherein the liver disease is fatty liver disease.

5. 5. The method of claim 4, wherein the fatty liver disease is alcoholic fatty liver disease (AFLD) or non-alcoholic fatty liver disease (NAFLD).

6. The method according to any one of claims 1 to 3, wherein the liver disease is hepatocellular carcinoma.

7. The method according to any one of claims 1 to 3, wherein the liver disease is cirrhosis.

8. The method according to any one of claims 1 to 3, wherein the liver disease is liver fibrosis.

9. The method according to any one of claims 1 to 3, wherein the liver disease is simple fatty liver, steatohepatitis, or non-alcoholic steatohepatitis (NASH).

10. The method of any one of claims 1 to 3, wherein the subject has liver injury.

11. The method according to any one of claims 1 to 3, wherein the therapeutic agent for treating type 2 diabetes is selected from metformin, insulin, glyburide, glipizide, glimepiride, repaglinide, nateglinide, rosiglitazone, pioglitazone, sitagliptin, saxagliptin, linagliptin, exenatide, liraglutide, semaglutide, canagliflozin, dapagliflozin, and empagliflozin, or any combination thereof.

12. 4. The method of any one of claims 1 to 3, wherein the therapeutic agent for treating liver disease is selected from disulfiram, naltrexone, acamprosate, prednisone, azathioprine, interferon, protease inhibitors, reverse transcriptase inhibitors, penicillamine, trientine, deferoxamine, bumetanide, furosemide, hydrochlorothiazide, chlorothiazide, amiloride, triamterene, spironolactone, atenolol, metoprolol, nadolol, propranolol, timolol, and carvedilol, or any combination thereof.

13. In a subject that is a PDE3B reference, or A predicted loss-of-function or missense variant genomic nucleic acid molecule encoding a phosphodiesterase 3B (PDE3B) polypeptide; A predicted loss-of-function or missense variant mRNA molecule for PDE3B encoding a PDE3B polypeptide, or A therapeutic agent for use in the treatment of liver disease or type 2 diabetes in a subject having a PDE3B predicted loss-of-function or missense variant cDNA molecule encoding a PDE3B polypeptide, the therapeutic agent treating or inhibiting said liver disease or type 2 diabetes.

14. The method according to claim 13, wherein the liver disease is fatty liver disease.

15. The method according to claim 14, wherein the fatty liver disease is alcoholic fatty liver disease (AFLD) or non-alcoholic fatty liver disease (NAFLD).

16. The therapeutic agent according to claim 13, wherein the liver disease is hepatocellular carcinoma.

17. The method according to claim 13, wherein the liver disease is cirrhosis.

18. The method according to claim 13, wherein the liver disease is liver fibrosis.

19. The method according to claim 13, wherein the liver disease is simple fatty liver, steatohepatitis, or nonalcoholic steatohepatitis (NASH).

20. The method of claim 13 , wherein the subject has liver damage.

21. 14. The therapeutic agent of claim 13, wherein the therapeutic agent for treating type 2 diabetes is selected from metformin, insulin, glyburide, glipizide, glimepiride, repaglinide, nateglinide, rosiglitazone, pioglitazone, sitagliptin, saxagliptin, linagliptin, exenatide, liraglutide, semaglutide, canagliflozin, dapagliflozin, and empagliflozin, or any combination thereof.

22. 14. The therapeutic agent of claim 13, wherein the therapeutic agent for treating liver disease is selected from disulfiram, naltrexone, acamprosate, prednisone, azathioprine, interferon, protease inhibitors, reverse transcriptase inhibitors, penicillamine, trientine, deferoxamine, bumetanide, furosemide, hydrochlorothiazide, chlorothiazide, amiloride, triamterene, spironolactone, atenolol, metoprolol, nadolol, propranolol, timolol, and carvedilol, or any combination thereof.

23. The liver disease is steatosis, steatohepatitis, or NASH, and the therapeutic agent is obeticholic acid, selonsertib, elafibranor, cenicriviroc, GR_MD_02, MGL_3196, IMM124E, arachidylamide cholanoic acid, GS0976, emricasan, vorixibat, NGM282, GS9674, tropifexol, MN_001, L MB763, BI_1467335, MSDC_0602, PF_05221304, DF102, saroglitazar, BMS986036, lanifibranor, semaglutide, nitazoxanide, GRI_0621, EYP001, VK2809, nalmefene, LIK066, MT_3995, elobixibat, namodenoson, foralumab, SAR42589 9, sotagliflozin, EDP_305, isosabutate, gemcabene, TERN_101, KBP_042, PF_06865571, DUR928, PF_06835919, NGM313, BMS_986171, namacizumab, CER_209, ND_L02_s0201, RTU_1096, DRX_065, IONIS_DGAT2Rx, INT_ 767, NC_001, seradepal, PXL770, TERN_201, NV556, AZD2693, SP_1373, VK0214, hepastem, TGFTX4, RLBN1127, GKT_137831, RYI_018, CB4209-CB4211, and JH_0920, or any combination thereof.

24. See Phosphodiesterase 3B (PDE3B), or A predicted loss-of-function or missense variant genomic nucleic acid molecule encoding a phosphodiesterase 3B (PDE3B) polypeptide; A predicted loss-of-function or missense variant mRNA molecule for PDE3B encoding a PDE3B polypeptide, or A therapeutic agent for use in treating liver disease or type 2 diabetes in a subject heterozygous for a PDE3B predicted loss-of-function or missense variant cDNA molecule encoding a PDE3B polypeptide, the therapeutic agent comprising a PDE3B inhibitor.

25. The method according to claim 24, wherein the liver disease is fatty liver disease.

26. The method of claim 25, wherein the fatty liver disease is alcoholic fatty liver disease (AFLD) or non-alcoholic fatty liver disease (NAFLD).

27. The method according to claim 24, wherein the liver disease is hepatocellular carcinoma.

28. The method according to claim 24, wherein the liver disease is cirrhosis.

29. The method of claim 24, wherein the liver disease is liver fibrosis.

30. The method of claim 24, wherein the liver disease is simple fatty liver, steatohepatitis, or nonalcoholic steatohepatitis (NASH).

31. The method of claim 24, wherein the subject has liver damage.

32. The method of any one of claims 24 to 31, wherein the PDE3B inhibitor comprises an antisense nucleic acid molecule, a small interfering RNA (siRNA), or a short hairpin RNA (shRNA) that hybridizes to PDE3B mRNA.

33. The therapeutic agent according to any one of claims 24 to 31, wherein the PDE3B inhibitor comprises a Cas protein and a guide RNA (gRNA) that hybridizes to a gRNA recognition sequence in a PDE3B genomic nucleic acid molecule.

34. The therapeutic agent of claim 33, wherein the Cas protein is Cas9 or Cpf1.

35. The therapeutic agent of claim 33, wherein the gRNA recognition sequence is located within SEQ ID NO:

1.

36. The therapeutic agent of claim 33, wherein a protospacer adjacent motif (PAM) sequence is about 2-6 nucleotides downstream of the gRNA recognition sequence.

37. The therapeutic agent of claim 33, wherein the gRNA comprises about 17 to about 23 nucleotides.

38. The method of claim 33, wherein the gRNA recognition sequence comprises a nucleotide sequence according to any one of SEQ ID NOs: 26-34.