Methods for linking genetic variants to clinical outcomes in patients with age-related macular degeneration treated with anti-VEGF

Abstract

To provide a pharmaceutical composition for treating macular degeneration.SOLUTION: The pharmaceutical composition contains aflibercept, and is used for treating macular degeneration in a subject having one or more single nucleotide polymorphisms selected from the group consisting of rs2056688, rs5962084, rs5962087, rs5915722, rs5962095, rs2106124, rs1879796, rs12148845, rs12148100, rs17482885 and rs17629019.SELECTED DRAWING: Figure 1

Description

[Technical field]

[0001] CROSS-REFERENCE TO RELATED APPLICATIONS This application claims the benefit of U.S. Provisional Patent Application No. 62 / 262,589, filed December 3, 2015, and U.S. Provisional Patent Application No. 60 / 291,274, filed February 4, 2106, the contents of both of which are hereby incorporated by reference in their entireties. [Background technology]

[0002] Macular degeneration is a serious condition in which intraretinal fluid accumulates and can damage the retina, leading to loss of vision in the center of the field of vision. Macular degeneration can be age-related. "Dry" (non-exudative) and "wet" ("neovascular" or "exudative") macular degeneration are recognized.

[0003] In neovascular macular degeneration, vision loss can result from abnormal blood vessel growth (choroidal neovascularization). The growth of abnormal blood vessels in the retina is stimulated by vascular endothelial growth factor (VEGF). The new blood vessels are fragile and can lead to leakage of blood and proteins under the macula. Bleeding, leakage, and scarring by these blood vessels can ultimately lead to irreversible damage to the photoreceptors and rapid vision loss.

[0004] Eylea® (aflibercept) injection and Lucentis© (ranibizumab) are biopharmaceuticals approved in the United States and Europe for the treatment of wet macular degeneration. Aflibercept and ranibizumab are VEGF inhibitors. Summary of the Invention

[0005] Disclosed herein are methods for relating genetic variants to visual acuity, anatomical outcome or treatment frequency, comprising statistically relating (i) one or more genetic variants in a population of neovascular age-related macular degeneration subjects treated with aflibercept or ranibizumab to (ii) the anatomical outcome of said population of neovascular age-related macular degeneration subjects.

[0006] Disclosed herein is a method of correlating genetic variants with visual acuity, anatomical outcome, or treatment frequency, comprising: (a) statistically correlating (i) one or more genetic variants in a population of neovascular age-related macular degeneration subjects administered an intravitreal anti-VEGF agent with (ii) an anatomical outcome in said population of neovascular age-related macular degeneration subjects, wherein the one or more genetic variants are associated with the presence of intraretinal cystoid edema (fluid) compared to the absence of intraretinal cystoid edema (fluid) after one year of treatment.

[0007] Disclosed herein is a method of correlating genetic variants with intraretinal fluid, comprising: (a) statistically correlating one or more genetic variants in a population of neovascular age-related macular degeneration subjects with (b) intraretinal fluid of the population of neovascular age-related macular degeneration subjects, wherein the one or more genetic variants are associated with lower levels of intraretinal fluid in neovascular age-related macular degeneration subjects treated with an intravitreal anti-VEGF agent and having one or two copies of the genetic variant allele compared to levels of intraretinal fluid in neovascular age-related macular degeneration subjects treated with an intravitreal anti-VEGF agent and having no copies of the genetic variant allele.

[0008] The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate several embodiments of the disclosed methods and compositions and, together with the description, serve to explain the principles of the disclosed methods and compositions. [Brief description of the drawings]

[0009] [Figure 1] FIG. 1 shows a schematic of the statistical studies used to identify genetic variants associated with anti-VEGF agent response as measured by visual acuity, anatomical outcome, and treatment frequency in the VIEW 1 trial. [Diagram 2] Baseline characteristics and clinical demographics of the PGx ancillary studies are shown, including gender, age, race, acuity, and lesion type, which reflected the distributions observed in the VIEW1 full analysis set. [Diagram 3] 1 shows quality control measures applied to the SNPs on the chip to generate the final sample set for the VIEW1 study at 154 sites in the United States and Canada (approximately 96% Caucasian randomized). [Figure 4] 1 shows the quality control measures applied to the SNPs on the chip to generate the final sample set for the VIEW1 study. [Diagram 5] Anatomical response was demonstrated, namely an X-chromosome SNP (rs2056688), which showed the highest association with anatomical outcome, demonstrating an odds ratio (OR) of 0.2578 and a point-wise association with the presence of intraretinal fluid at week 52 (p-value 7.27 × 10-7). [Figure 6] We show that the rs2056688 SNP was located in a non-coding region, and that the location of the closest related functional gene (protein kinase X-related (PRK-X)) was identified approximately 400 kb upstream of the putative variant. [Figure 7] 4 shows that additional nearby SNPs showed a dosage effect. [Figure 8] 1 shows the SNPs identified in the study of Example 1. DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS

[0010] Detailed Description The disclosed methods and compositions may be understood more readily by reference to the following detailed description of specific embodiments and examples contained therein, as well as the drawings and their above and below descriptions.

[0011] It is to be understood that, unless otherwise specified, the disclosed methods and compositions are not limited to specific synthetic methods, specific analytical techniques, or particular reagents, as such may vary. It is also to be understood that the terminology used herein is for the purpose of describing particular embodiments only, and is not intended to be limiting.

[0012] It is understood that the disclosed methods and compositions are not limited to the particular methodology, protocols, and reagents described, as these may vary. It is also to be understood that the terminology used herein is for the purpose of describing particular embodiments only, and is not intended to limit the scope of the invention, which is limited only by the appended claims.

[0013] It is never intended that any method or aspect described herein be construed as requiring that its steps be performed in a particular order, unless expressly stated otherwise. Thus, if a method claim does not specifically state in the claim or description that the steps are to be limited to a particular order, no order is intended to be implied in any way. This holds true for any possible implicit criteria of interpretation, including logical considerations regarding the ordering of steps or operational flow, simple meanings derived from grammatical structures or punctuation, or the number or type of aspects described in the specification.

[0014] Disclosed are materials, compositions and components that can be used in, with, in, or are products of the disclosed methods and compositions. These and other materials are disclosed herein, and when combinations, subsets, interactions, groups, etc. of these materials are disclosed, it is understood that each is specifically contemplated and described herein, even if specific reference to each of the various combinations and permutations of these compounds individually and collectively is not expressly disclosed. For example, if there is a disclosure and description of PRR antagonists and a description of several modifications that can be made, any and all combinations and permutations of the PRR antagonists and possible modifications are specifically contemplated unless specifically indicated to the contrary. Thus, if a class of molecules A, B, and C is disclosed, as well as a class of molecules D, E, and F, and an exemplary combination molecule AD, each is individually and collectively contemplated, even if each is not listed individually. Thus, in this example, each combination AE, AF, BD, BE, BF, CD, CE and CF should be considered specifically contemplated and disclosed by the disclosure of A, B and C; D, E and F; and combination example AD. Similarly, any subset or combination of these is specifically contemplated and disclosed. Thus, for example, the subgroups AE, BF and CE should be considered specifically contemplated and disclosed by the disclosure of A, B and C; D, E and F; and combination example AD. This concept applies to all aspects of the present application, including but not limited to the steps of the methods of making and using the compositions of the present disclosure. Thus, if there are various additional steps that can be performed, it is understood that each of these additional steps can be performed with any specific embodiment or combination of embodiments of the disclosed method, and each such combination should be considered specifically contemplated and disclosed.

[0015] definition As used in this specification and the appended claims, the singular forms "a," "an," and "the" include plural references unless the context clearly dictates otherwise. Thus, for example, reference to a "pharmaceutical carrier" includes mixtures of two or more such carriers, and the like.

[0016] Throughout the description and claims, the term "comprise" and variations of that word, such as "comprises" and "comprises," means "including, but not limited to," and is not intended to exclude, for example, other additives, ingredients, integers, or steps. In particular, in methods described as including one or more steps or operations, each step is specifically contemplated to include what is recited (unless that step includes a term such as "consisting of"), in the sense that each step is not intended to exclude other additives, ingredients, integers, or steps not recited in that step.

[0017] Ranges can be expressed herein as from "about" one particular value, and / or to "about" another particular value. When such a range is expressed, another embodiment includes from the one particular value and / or to the other particular value. Similarly, when values ​​are expressed as approximations, by use of the antecedent "about," it will be understood that the particular values ​​form another embodiment. It will be further understood that the endpoints of each of the ranges are significant both in relation to the other endpoint, and independently of the other endpoint. It is also understood that certain values ​​are set forth herein, and that each value is also disclosed herein as "about" that particular value in addition to the value itself. For example, if the value "10" is disclosed, then "about 10" is also disclosed. It is further understood that when a value is disclosed, then "less than or equal to," "greater than or equal to," and possible ranges between values ​​are also disclosed, as will be appreciated by those of skill in the art. For example, if the value "10" is disclosed, then "less than or equal to 10" and "greater than or equal to 10" are also disclosed. It is further understood that throughout this application, data are provided in a number of different formats, and that these data represent endpoints, starting points, and ranges for any combination of the data points. For example, if a specific data point "10" and a specific data point "15" are disclosed, it is understood that greater than 10 and greater than 15, greater than or equal to 10 and greater than or equal to 15, less than or equal to 10 and less than or equal to 15, and equal to 10 and equal to 15, and between 10 and 15 are considered to be disclosed. For example, if 10 and 15 are disclosed, then 11, 12, 13, and 14 are also disclosed.

[0018] "Optionally" or "optionally" means that the subsequently described event or circumstance may or may not occur, and that both cases where the event or circumstance occurs and cases where it does not occur are included in the description.

[0019] As used herein, the term "or" means any one member of a particular list and also includes any combination of that list. As used herein, the term "subject" refers to an individual. In one embodiment, the subject is a mammal, such as a human. In one embodiment, the subject can be a non-human primate. Non-human primates include marmosets, monkeys, chimpanzees, gorillas, orangutans, and gibbons, to name a few. The term "subject" also includes domestic animals, such as cats and dogs, livestock (e.g., cows (dairy cows), horses, pigs, sheep, goats, etc.), laboratory animals (e.g., ferrets, chinchillas, mice, rabbits, rats, gerbils, guinea pigs, etc.), and birds (e.g., chickens, turkeys, ducks, pheasants, pigeons, doves, parrots, cockatiels, geese, etc.). Subjects can also include, but are not limited to, fish (e.g., zebrafish, goldfish, tilapia, salmon, and trout), amphibians, and reptiles. As used herein, a "subject" is the same as a "patient," and the terms can be used interchangeably.

[0020] The term "polymorphism" refers to the occurrence of one or more genetically determined alternative sequences or alleles in a population. A "polymorphic site" is a locus where a sequence change occurs. A polymorphic site has at least one allele. A biallelic polymorphism has two alleles. A triallelic polymorphism has three alleles. A diploid organism can be homozygous or heterozygous for an allele. A polymorphic site may be as little as one base pair. Examples of polymorphic sites include restriction fragment length polymorphisms (RFLPs), variable number tandem repeats (VNTRs), hypervariable regions, minisatellites, dinucleotide repeats, trinucleotide repeats, tetranucleotide repeats, and simple sequence repeats. As used herein, reference to a "polymorphism" can encompass a set of polymorphisms (i.e., haplotypes).

[0021] A "single nucleotide polymorphism (SNP)" may occur at a polymorphic site occupied by a single nucleotide, which is the site of variation between allelic sequences. The site may be preceded and followed by highly conserved sequences of the allele. A SNP may result from the replacement of one nucleotide by another at a polymorphic site. The replacement of one purine by another or one pyrimidine by another is called a transition. The replacement of a purine by a pyrimidine, or vice versa, is called a transversion. A synonymous SNP refers to the replacement of one nucleotide by another in a coding region that does not change the amino acid sequence of the encoded polypeptide. A nonsynonymous SNP refers to the replacement of one nucleotide by another in a coding region that changes the amino acid sequence of the encoded polypeptide. SNPs may also result from the deletion or insertion of one or more nucleotides relative to a reference allele.

[0022] A "set" of polymorphisms means one or more polymorphisms, for example, at least one, at least two, at least three, at least four, at least five, at least six, or more than six polymorphisms.

[0023] As used herein, a "nucleic acid", "polynucleotide" or "oligonucleotide" can be a polymeric form of nucleotides of any length, DNA or RNA, and can be single-stranded or double-stranded. Nucleic acids can include promoters and other regulatory sequences. Oligonucleotides can be prepared by synthetic means. Nucleic acids include a portion of DNA that spans or is adjacent to any one of the polymorphic sites, or its complement. The portion can be 5-100 contiguous bases, ranging from a lower limit of 5, 10, 15, 20 or 25 nucleotides to an upper limit of 10, 15, 20, 25, 30, 50 or 100 nucleotides (the upper limit being greater than the lower limit). Nucleic acids of 5-10, 5-20, 10-20, 12-30, 15-30, 10-50, 20-50 or 20-100 bases are common. A polymorphic site can occur anywhere in the portion. A reference to the sequence of one strand of a double-stranded nucleic acid defines the complementary sequence, and, unless otherwise clear from the context, a reference to a single-stranded nucleic acid also refers to its complement.

[0024] As used herein, "nucleotide" refers to a molecule that, when linked together, forms the individual structural units of nucleic acids RNA and DNA. A nucleotide consists of a nucleobase (a nitrogenous base), a five-carbon sugar (either ribose or 2-deoxyribose), and a phosphate group. "Nucleic acids" are large molecular weight macromolecules made from nucleotide monomers. In DNA, the purine bases are adenine (A) and guanine (G), and the pyrimidines are thymine (T) and cytosine (C). RNA uses uracil (U) in place of thymine (T).

[0025] As used herein, the term "genetic variant" or "variant" refers to a nucleotide sequence whose sequence differs from the most prevalent sequence in a population (e.g., differs by one nucleotide in the case of the SNPs described herein). For example, some mutations or substitutions in a nucleotide sequence change a codon such that a different amino acid is encoded, resulting in a genetically variant polypeptide. Other non-limiting examples of genetic variants include insertions, deletions, indels, frameshift variants, stop codon variants, synonymous variants, non-synonymous variants, and copy number variations (e.g., deletions and duplications). The term "genetic variant" can also refer to a polypeptide whose sequence differs from the most prevalent sequence in a population at a position that does not change the amino acid sequence of the encoded polypeptide (i.e., a conservative change). A genetically variant polypeptide can be encoded by a risk haplotype, a protective haplotype, or a neutral haplotype. A genetically variant polypeptide can be risk-associated, protective-associated, or neutral.

[0026] "Isolated nucleic acid" or "purified nucleic acid" refers to DNA that is free of the genes that flank it in the naturally occurring genome of the organism from which the DNA of the invention is derived. Thus, the term includes recombinant DNA that is incorporated into a vector, such as an autonomously replicating plasmid or virus, or that is incorporated into the genomic DNA of a prokaryotic or eukaryotic organism (e.g., a transgene), or that exists as a separate molecule (e.g., a cDNA or a genomic or cDNA fragment produced by PCR, restriction enzyme digestion, or chemical or in vitro synthesis). It also includes recombinant DNA that is part of a hybrid gene that codes for additional polypeptide sequences. The term "isolated nucleic acid" also refers to RNA, such as an mRNA molecule that is encoded by an isolated DNA molecule or that is chemically synthesized or that is separated from or free of at least some cellular components (e.g., other types of RNA or polypeptide molecules).

[0027] As used herein, "treated" or "treating" refers to the medical management of a patient with the intent of curing, ameliorating, stabilizing or preventing a disease, condition or disorder. This term includes active treatment, i.e., treatment specifically directed to ameliorating a disease, condition or disorder, and also includes causal treatment, i.e., treatment directed to removing the cause of the associated disease, condition or disorder. In addition, this term includes palliative treatment, i.e., treatment aimed at alleviating symptoms rather than curing the disease, condition or disorder, preventive treatment, i.e., treatment directed to minimizing or partially or completely suppressing the progression of the associated disease, condition or disorder, and symptomatic treatment, i.e., treatment employed to complement another specific therapy directed to ameliorating the associated disease, condition or disorder. In various embodiments, the term encompasses any treatment of a subject, including a mammal (e.g., a human), and includes (i) preventing the onset of a disease in a patient who may be susceptible to the disease but has not yet been diagnosed as having it, (ii) suppressing the disease, i.e., arresting its development, or (iii) palliating the disease, i.e., causing the disease to regress.

[0028] The terms "administer", "administered" and "administration" refer to any method of providing a pharmaceutical formulation to a subject. Such methods are well known to those skilled in the art and include, but are not limited to, oral administration, sublingual administration, transbuccal mucosal administration, transdermal administration, administration by inhalation, nasal administration, topical administration, intravaginal administration, ocular administration, intraaural administration, intracerebral administration, intrathecal administration, rectal administration, intraperitoneal administration, and parenteral administration, including administration by injection (e.g., intravenous administration, intraarterial administration, intramuscular administration, intradermal administration and subcutaneous administration). Ocular administration can include topical administration, subconjunctival administration, subtenon administration, suprabulbar administration, retrobulbar administration, intraorbital administration, and intraocular administration, including intravitreal administration. Administration can be continuous or intermittent. In various embodiments, the formulation can be administered therapeutically, i.e., administered to treat an existing disease or condition. In further various embodiments, the formulation can be administered prophylactically, i.e., administered for the prevention of a disease or condition.

[0029] Calculation of sequence similarity or sequence identity (the terms are used interchangeably herein) between sequences is performed as follows. To determine the percent identity of two amino acid sequences or two nucleic acid sequences, the sequences are aligned for optimal comparison (e.g., gaps can be introduced in one or both of the first and second amino acid or nucleic acid sequences for optimal alignment, and non-homologous sequences can be ignored for comparison). In certain embodiments, the length of the reference sequence aligned for comparison is at least 30%, preferably at least 40%, more preferably at least 50%, 60%, even more preferably at least 70%, 80%, 90%, 100% of the length of the reference sequence. The amino acid residues or nucleotides at the corresponding amino acid or nucleotide positions are then compared. If a position in the first sequence is occupied by the same amino acid residue or nucleotide as the corresponding position in the second sequence, the molecules are identical at that position.

[0030] The percent identity between two sequences is a function of the number of identical positions shared by the sequences, taking into account the number of gaps, and the length of each gap that needs to be introduced for optimal alignment of the two sequences.

[0031] Comparison of sequences and determination of percent identity between two sequences can be accomplished using mathematical algorithms. In a preferred embodiment, percent identity between two amino acid sequences is determined using the algorithm of Needleman and Wunsch (1970, J. Mol. Biol. 48:444-453) incorporated in the GAP program in the GCG software package, using a Blossum62 matrix or a PAM250 matrix, and a gap weight of 16, 14, 12, 10, 8, 6 or 4 and a length weight of 1, 2, 3, 4, 5 or 6. In another preferred embodiment, percent identity between two nucleotide sequences is determined using the GAP program in the GCG software package, using a NWSgapdna.CMP matrix, and a gap weight of 40, 50, 60, 70 or 80 and a length weight of 1, 2, 3, 4, 5 or 6. A particularly preferred set of parameters (and to be used unless otherwise specified) is a Blossum62 scoring matrix with a gap penalty of 12, a gap extension penalty of 4 and a frameshift gap penalty of 5.

[0032] The percent identity between two amino acid or nucleotide sequences can be determined using the algorithm of E. Meyers and W. Miller (1989, Cabios, 4:11-17) as incorporated into the ALIGN program (version 2.0), using a PAM120 weight residue table, a gap length penalty of 12, and a gap penalty of 4.

[0033] Unless otherwise defined, all scientific and technical terms used herein have the same meaning as commonly understood by one skilled in the art to which the disclosed methods and compositions belong. Although any methods and materials similar or equivalent to those described herein can be used in the practice or testing of the methods and compositions of the invention, particularly useful methods, devices and materials are described. Publications cited herein and materials for which a reference is made are specifically incorporated herein by reference. Nothing herein should be construed as an admission that the invention is not entitled to antedate such disclosure by virtue of prior invention. No admission is made that the references constitute prior art. The statement of references states what the authors assert, and applicants reserve the right to challenge the accuracy and pertinence of the cited documents. Although numerous publications are referred to in this specification, it will be clearly understood that such reference does not constitute an admission that any of these documents form part of the common general knowledge in the art.

[0034] Those skilled in the art will recognize, or be able to discover using no more than routine experimentation, many equivalents to the specific embodiments of the methods and compositions described herein which equivalents are intended to be encompassed by the following claims.

[0035] method Disclosed herein is a method of correlating genetic variants with visual acuity, anatomical outcome, or treatment frequency, comprising: (a) statistically correlating (i) one or more genetic variants in a population of neovascular age-related macular degeneration subjects administered an intravitreal anti-VEGF agent with (ii) an anatomical outcome in said population of neovascular age-related macular degeneration subjects, wherein the one or more genetic variants are associated with the presence of intraretinal cystoid edema (fluid) compared to the absence of intraretinal cystoid edema (fluid) after one year of treatment.

[0036] Examples of anti-VEGF agents or intravitreal anti-VEGF agents include, but are not limited to, bevacizumab, ranibizumab, ramucirumab, aflibercept, sunitinib, sorafenib, vandetanib, vatalanib, tivozanib, axitinib, imatinib, or pazopanib.

[0037] Disclosed herein is a method of relating genetic variants to visual acuity, anatomical outcome or treatment frequency, comprising comparing the anatomical outcome of a population of neovascular age-related macular degeneration subjects administered an intravitreal anti-VEGF agent and having one or two copies of the genetic variant allele with the anatomical outcome of a population of neovascular age-related macular degeneration subjects administered an intravitreal anti-VEGF agent and having no copies of the genetic variant allele, and statistically relating (i) one or more genetic variants of a population of neovascular age-related macular degeneration subjects administered an intravitreal anti-VEGF agent to (ii) the anatomical outcome of said population of neovascular age-related macular degeneration subjects.

[0038] Disclosed herein is a method of correlating genetic variants with visual acuity, anatomical outcome, or treatment frequency, comprising: (a) statistically correlating (i) one or more genetic variants in a population of neovascular age-related macular degeneration subjects administered an intravitreal anti-VEGF agent for one year with (ii) an anatomical outcome in said population of neovascular age-related macular degeneration subjects, wherein the one or more genetic variants are associated with the presence of intraretinal cystoid edema (fluid) in subjects with one or two copies of the genetic variant allele compared to the level of intraretinal cystoid edema (fluid) in patients with no copies of the genetic variant allele.

[0039] Disclosed herein is a method for relating genetic variants to visual acuity, anatomical outcome or treatment frequency, comprising comparing the anatomical outcome of a population of neovascular age-related macular degeneration subjects administered intravitreal anti-VEGF and having one or two copies of a genetic variant allele with the anatomical outcome of a population of neovascular age-related macular degeneration subjects administered intravitreal anti-VEGF and having no copies of a genetic variant allele, and (i) statistically relating one or more genetic variants of a population of neovascular age-related macular degeneration subjects administered intravitreal anti-VEGF to (ii) the anatomical outcome of said population of neovascular age-related macular degeneration subjects, wherein the step of statistically relating is preceded by genotyping of DNA samples from subjects. In some embodiments, the anatomical outcome is an increase of 15 letters (visual acuity). In some embodiments, the treatment frequency can reflect the continued need for active treatment with intravitreal anti-VEGF after year-round medication.

[0040] Statistical associations as described herein can include logistic regression analysis, QC of genetic data including Hardy-Weinberg equilibrium testing, isoform (IBS) assessment and / or sex validation. Population structure can be assessed using principal component analysis (PCA). Statistical associations can include logistic regression using baseline values ​​and any potential population structure variables as covariates in the model.

[0041] In some embodiments, the anatomical outcome is the presence of intraretinal cystoid edema, improved vision / improved visual acuity, or reduced intraretinal fluid.Additional anatomical outcomes that can be used include, but are not limited to, reduced central retinal thickness as measured by optical coherence tomography (OCT), complete resolution of both intraretinal and subretinal fluid, reduced choroidal neovascularization (CNV) area, reduced overall size of neovascular lesions as measured by fluorescein angiography, and reduced subretinal hyperreflective (SHM) material as measured by OCT.

[0042] In some embodiments, statistical association can be measured as a p-value. For example, different types of p-values ​​can be obtained: simple t-test p-values ​​for raw data and log-transformed data, where equal variances are assumed for both, and Chevy-Checker p-values. These p-values ​​can be expressed not only on an individual basis, but also by taking into account multiple comparisons. Mix-o-matic methods can be applied to provide further information about these p-values. In some embodiments, the p-values ​​of association are calculated based on the 1×10 -5 Below, 1×10 -6 Below, 1×10 -7 Below, 1×10 -8 In some embodiments, the p-value of the association is 1×10 -5 That is, suggestive statistical significance and 1×10 -8 That is, equal to or less than experimental statistical significance.

[0043] In some embodiments, the effect size of statistical association can be measured as odds ratio.For example, the effect size of statistical association can be measured as the ratio of the odds of intraretinal cystoid edema (fluid) in neovascular age-related macular degeneration subjects treated with intravitreal anti-VEGF agents and having one or two copies of allele, to the odds of intraretinal cystoid edema (fluid) in neovascular age-related macular degeneration subjects treated with intravitreal anti-VEGF agents and having no copy of allele.In some embodiments, the odds ratio is 0.2 or less, 0.3 or less, 0.4 or less, 0.5 or less, 0.6 or less, 0.7 or less, 0.8 or less, or 0.9 or less.Having one copy of allele will have less impact than an individual with two copies of allele.

[0044] In some embodiments, statistical association can be measured as the ratio of the odds of 15 letter increase (visual acuity) in neovascular age-related macular degeneration subjects treated with intravitreal anti-VEGF agents and having one or two copies of the allele to the odds of 15 letter increase in neovascular age-related macular degeneration subjects treated with intravitreal anti-VEGF agents and having no copy of the allele.In some embodiments, the odds ratio is 2.4 or more, 2.5 or more, 2.6 or more, 2.7 or more, 2.8 or more, or 2.9 or more.

[0045] In some embodiments, statistical association can be measured as the ratio of the odds of the neovascular age-related macular degeneration subjects who have a higher need for continuous aggressive treatment with intravitreal anti-VEGF and have one or two copies of the allele to the odds of the neovascular age-related macular degeneration subjects who have a lower need for continuous aggressive treatment with intravitreal anti-VEGF and have no copy of the allele.In some embodiments, the odds ratio is 4.0 or less, 3.9 or less, 3.8 or less, 3.7 or less, 3.6 or less, 3.5 or less, 3.4 or less, 3.3 or less, or 3.2 or less.

[0046] In some embodiments, the methods can be used to correlate genetic variants with visual acuity, anatomical outcomes, or treatment frequencies. In some embodiments, the genetic variants can be one or more single nucleotide polymorphisms.

[0047] Disclosed herein is a method of correlating genetic variants with visual acuity, anatomical outcome, or treatment frequency, comprising: (a) statistically correlating (i) one or more genetic variants in a population of neovascular age-related macular degeneration subjects administered an intravitreal anti-VEGF agent with (ii) an anatomical outcome in said population of neovascular age-related macular degeneration subjects, wherein the one or more genetic variants are associated with reduced levels of presence of intraretinal cystoid edema (fluid) after one year of treatment.

[0048] Disclosed herein is a method of correlating genetic variants with visual acuity, anatomical outcome, or treatment frequency, comprising: (a) statistically correlating (i) one or more genetic variants in a population of neovascular age-related macular degeneration subjects administered an intravitreal anti-VEGF agent with (ii) an anatomical outcome in said population of neovascular age-related macular degeneration subjects, wherein the one or more genetic variants are associated with reduced levels of intraretinal fluid in subjects with one or two copies of the genetic variant allele compared to levels of intraretinal fluid in neovascular age-related macular degeneration subjects administered an intravitreal anti-VEGF agent and who do not have a copy of the genetic variant allele.

[0049] Disclosed herein is a method of correlating genetic variants with visual acuity, anatomical outcome, or treatment frequency, comprising: (a) statistically correlating (i) one or more genetic variants in a population of neovascular age-related macular degeneration subjects administered an intravitreal anti-VEGF agent with (ii) an anatomical outcome in said population of neovascular age-related macular degeneration subjects, wherein the one or more genetic variants are associated with the presence of intraretinal cystoid edema (fluid) compared to the absence of intraretinal cystoid edema (fluid) after one year of treatment.

[0050] Disclosed herein is a method of correlating a genetic variant with visual acuity, anatomical outcome, or treatment frequency, comprising: (a) statistically correlating (i) one or more genetic variants in a population of neovascular age-related macular degeneration subjects administered an intravitreal anti-VEGF agent to (ii) an anatomical outcome in said population of neovascular age-related macular degeneration subjects, wherein the one or more genetic variants are associated with reduced intraretinal fluid compared to intraretinal fluid levels in neovascular age-related macular degeneration subjects not treated with an intravitreal anti-VEGF agent, and the genetic variants are single nucleotide polymorphisms selected from the group consisting of rs2056688, rs5962084, rs5962087, rs5915722, and rs5962095. In some aspects, the genetic variant is a single nucleotide polymorphism selected from the group consisting of rs2056688, rs5962084, rs5962087, rs5915722, rs5962095, rs2106124, rs1879796, rs12148845, rs12148100, rs17482885, and rs17629019.

[0051] Disclosed herein is a method of correlating genetic variants with visual acuity, anatomical outcome, or treatment frequency, comprising: (a) statistically correlating (i) one or more genetic variants in a population of neovascular age-related macular degeneration subjects administered an intravitreal anti-VEGF agent with (ii) an anatomical outcome in said population of neovascular age-related macular degeneration subjects, wherein the one or more genetic variants are associated with the presence of intraretinal cystoid edema (fluid) compared to the absence of intraretinal cystoid edema (fluid) after one year of treatment.

[0052] Disclosed herein is a method of correlating genetic variants to intraretinal fluid, comprising: (a) statistically correlating one or more genetic variants in a population of neovascular age-related macular degeneration subjects with (b) intraretinal fluid of the population of neovascular age-related macular degeneration subjects, wherein the one or more genetic variants are associated with a decrease in intraretinal fluid in neovascular age-related macular degeneration subjects treated with an intravitreal anti-VEGF agent compared to intraretinal fluid levels in neovascular age-related macular degeneration subjects not treated with the intravitreal anti-VEGF agent, and the decrease in retinal fluid is an improvement in visual acuity in neovascular age-related macular degeneration subjects treated with an intravitreal anti-VEGF agent compared to intraretinal fluid levels in neovascular age-related macular degeneration subjects not treated with the intravitreal anti-VEGF agent.

[0053] Disclosed herein is a method of correlating genetic variants with visual acuity, anatomical outcome, or treatment frequency, comprising: (a) statistically correlating (i) one or more genetic variants in a population of neovascular age-related macular degeneration subjects administered an intravitreal anti-VEGF agent with (ii) an anatomical outcome in said population of neovascular age-related macular degeneration subjects, wherein the one or more genetic variants are associated with the presence of intraretinal cystoid edema (fluid) compared to the absence of intraretinal cystoid edema (fluid) after one year of treatment.

[0054] Provided herein is a method of correlating genetic variants with intraretinal fluid, comprising: (a) statistically correlating one or more genetic variants in a population of neovascular age-related macular degeneration subjects with (b) intraretinal fluid in said population of neovascular age-related macular degeneration subjects, wherein the one or more genetic variants are associated with a decrease in intraretinal fluid in neovascular age-related macular degeneration subjects treated with an intravitreal anti-VEGF agent compared to intraretinal fluid levels in neovascular age-related macular degeneration subjects not treated with the intravitreal anti-VEGF agent, and wherein the p-value for the association is greater than or equal to 1×10 -6 The method is disclosed below.

[0055] Disclosed herein is a method of correlating genetic variants with visual acuity, anatomical outcome, or treatment frequency, comprising: (a) statistically correlating (i) one or more genetic variants in a population of neovascular age-related macular degeneration subjects administered an intravitreal anti-VEGF agent with (ii) an anatomical outcome in said population of neovascular age-related macular degeneration subjects, wherein the one or more genetic variants are associated with the presence of intraretinal cystoid edema (fluid) compared to the absence of intraretinal cystoid edema (fluid) after one year of treatment.

[0056] Disclosed herein is a method of correlating genetic variants with intraretinal fluid, comprising: (a) statistically correlating one or more genetic variants in a population of neovascular age-related macular degeneration subjects with (b) intraretinal fluid in the population of neovascular age-related macular degeneration subjects, wherein the one or more genetic variants are associated with a decrease in intraretinal fluid in neovascular age-related macular degeneration subjects treated with an intravitreal anti-VEGF agent compared to intraretinal fluid levels in neovascular age-related macular degeneration subjects not treated with an intravitreal anti-VEGF agent, and wherein the odds ratio of the decrease in intraretinal fluid in neovascular age-related macular degeneration subjects treated with an intravitreal anti-VEGF agent relative to the decrease in retinal fluid in neovascular age-related macular degeneration subjects not treated with an intravitreal anti-VEGF agent is less than or equal to 0.5.

[0057] Disclosed herein is a method of correlating genetic variants with visual acuity, anatomical outcome, or treatment frequency, comprising: (a) statistically correlating (i) one or more genetic variants in a population of neovascular age-related macular degeneration subjects administered an intravitreal anti-VEGF agent with (ii) an anatomical outcome in said population of neovascular age-related macular degeneration subjects, wherein the one or more genetic variants are associated with the presence of intraretinal cystoid edema (fluid) compared to the absence of intraretinal cystoid edema (fluid) after one year of treatment.

[0058] Disclosed herein is a method of correlating a genetic variant to intraretinal fluid, comprising: (a) statistically correlating one or more genetic variants in a population of neovascular age-related macular degeneration subjects with (b) intraretinal fluid of the population of neovascular age-related macular degeneration subjects, wherein the one or more genetic variants are associated with a decrease in intraretinal fluid in neovascular age-related macular degeneration subjects treated with an intravitreal anti-VEGF agent compared to intraretinal fluid levels in neovascular age-related macular degeneration subjects not treated with the intravitreal anti-VEGF agent, and wherein the genetic variant is a single nucleotide polymorphism.

[0059] Disclosed herein is a method of correlating genetic variants with visual acuity, anatomical outcome, or treatment frequency, comprising: (a) statistically correlating (i) one or more genetic variants in a population of neovascular age-related macular degeneration subjects administered an intravitreal anti-VEGF agent with (ii) an anatomical outcome in said population of neovascular age-related macular degeneration subjects, wherein the one or more genetic variants are associated with the presence of intraretinal cystoid edema (fluid) compared to the absence of intraretinal cystoid edema (fluid) after one year of treatment.

[0060] Disclosed herein is a method of correlating a genetic variant with intraretinal fluid, comprising: (a) statistically correlating one or more genetic variants in a population of neovascular age-related macular degeneration subjects with (b) intraretinal fluid of the population of neovascular age-related macular degeneration subjects, wherein the one or more genetic variants are associated with reduced intraretinal fluid in neovascular age-related macular degeneration subjects treated with an intravitreal anti-VEGF agent compared to intraretinal fluid levels in neovascular age-related macular degeneration subjects not treated with the intravitreal anti-VEGF agent, wherein the genetic variant is a single nucleotide polymorphism, and the single nucleotide polymorphism is selected from the group consisting of rs2056688, rs5962084, rs5962087, rs5915722, and rs5962095.

[0061] kit Further, kits for utilizing the methods described herein are described herein. The kits described herein can include one or more assays for detecting one or more genetic variants in a sample of a subject. EXAMPLES

[0062] The following examples are presented to provide those of ordinary skill in the art with a complete disclosure and description of how the compounds, compositions, articles, devices and / or methods claimed herein are made and evaluated, and are intended as merely exemplary of the invention and are not intended to limit the scope of what the inventors regard as the invention. Efforts have been made to ensure accuracy with respect to numbers (e.g., amounts, temperature, etc.), but some errors and variations should be accounted for. Unless otherwise indicated, parts are parts by weight, temperature is in °C or is at ambient temperature, and pressure is at or near atmospheric.

[0063] VIEW 1 and VIEW 2 were Phase III clinical trials for neovascular age-related macular degeneration (AMD) (VEGF Trap-Eye: Study of Efficacy and Safety in Wet AMD) in which subjects received intravitreal injections of aflibercept (Heier JS, et al., Am. Acad. Opthalmol. 119:2537 (2012)).

[0064] The objective of this statistical study was to identify genetic variants associated with anti-VEGF drug response as measured by visual acuity, anatomical outcomes, and treatment frequency in the VIEW1 trial. An overview of the VIEW1 trial is shown in Figure 1. The VIEW1 trial evaluated the efficacy and safety of aflibercept intravitreal injection (IAI) compared with ranibizumab in the treatment of neovascular AMD.

[0065] All IAI groups demonstrated similar improvements in all visual acuity endpoints to Rq4 at week 52. The incidence of ocular adverse events was similar in all treatment groups, with adverse events occurring in >10% of patients being conjunctival hemorrhage, eye pain, retinal hemorrhage, and decreased visual acuity.

[0066] A genome-wide association study (GWAS) was performed on 362 VIEW1 patients. DNA samples were genotyped using the Illumina Omni Express Exome chip. Logistic regression using baseline values ​​was performed to establish associations between gene variants and efficacy variables. GWAS analysis was performed on approximately one million variants. Associations between gene variants and efficacy variables were determined using logistic regression using baseline values. All treatment arms were combined. For each SNP, genotypes were coded according to the genetic additive mode. Variants associated with an increase of 15 or more ETDRS letters at week 52, the presence of intraretinal cystoid edema (fluid measured by time-domain optical coherence tomography (TD-OCT)) at week 52, and frequency of treatments at week 96 were evaluated. Variants were also associated with treatment burden. Specifically, patients requiring more than seven injections from week 52 to week 96 [study year 2] were analyzed. Additionally, variants were associated with the presence of intraretinal cystoid edema (defined as fluid) at week 52. VIEW1 patient demographics and baseline characteristics were also identified (see Figure 2). A quality control measure was applied to the SNPs on the chip to generate the final sample set (see Figures 3 and 4).

[0067] Anatomical response, i.e., the X-chromosome SNP (rs2056688), showed the highest association with anatomical outcome, with an odds ratio (OR) of 0.2578 and a pointwise association with the presence of intraretinal fluid at week 52 (p-value 7.27 × 10 -7 ) was demonstrated (see Figure 5).

[0068] Four nearby SNPs (rs5962084, rs5962087, rs5915722, and rs5962095) had similar ORs (0.3151–0.3461) and pointwise associations (5.48 × 10 -6 ~8.59×10 -6 ) rs2056688 is located in a non-coding region, and the closest related functional gene (protein kinase X-related (PRK-X)) was located approximately 400 kb upstream of the putative variant. (See FIG. 6). Additional SNPs with less significance were found to be associated with the proportion of patients with a visual gain of 15 or more ETDRS letters at week 52 and the frequency of treatment at week 96.

[0069] Additional nearby SNPs showed a dose effect: increasing the number of mutant copies from 0->1->2 was found to decrease the likelihood of fluid being present at week 52 from about 50% to about 25% to about 10%. (See Figure 7.) Figure 8 summarizes the SNAs identified in the study.

[0070] Conclusions: GWAS of neovascular AMD patients undergoing anti-VEGF treatment in the VIEW1 trial identified a suggestive association between a genetic variant and the presence of intraretinal fluid measured by TD-OCT at week 52. The variant was located on the X chromosome near the gene for PRK-X, a serine / threonine protein kinase involved in angiogenesis.

[0071] [Appendix 1] 1. Use of a vascular endothelial growth factor (VEGF) inhibitor in the manufacture of a medicament for the treatment of a patient with macular degeneration, wherein the patient has previously been administered a VEGF inhibitor for about one year, and the patient has one or more genetic variants determined by performing or having a genotypic assay on a DNA sample obtained from the patient, wherein the one or more genetic variants are single nucleotide polymorphisms selected from the group consisting of rs2056688, rs5962084, rs5962087, rs5915722, rs5962095, rs2106124, rs1879796, rs12148845, rs12148100, rs17482885 and rs17629019.

[0072] [Appendix 2] The use of claim 1, wherein the one or more genetic variants are single nucleotide polymorphisms selected from the group consisting of rs2056688, rs5962084, rs5962087, rs5915722, and rs5962095.

[0073] [Appendix 3] The use of claim 1, wherein the one or more genetic variants are single nucleotide polymorphisms selected from the group consisting of rs2106124, rs1879796, rs12148845 and rs12148100.

[0074] [Appendix 4] The use of claim 1, wherein the one or more genetic variants are single nucleotide polymorphisms selected from the group consisting of rs17482885 and rs17629019.

[0075] [Appendix 5] The use of claim 1, wherein the patient is heterozygous for the one or more genetic variants.

[0076] [Appendix 6] The use of claim 1, wherein the patient is homozygous for the one or more genetic variants.

[0077] [Appendix 7] The use of claim 1, wherein the genetic variant is rs2056688. [Appendix 8] 5. The use of any one of claims 1 to 4, wherein the VEGF inhibitor is in an amount of about 2 mg every three months for the treatment of a patient with macular degeneration.

[0078] [Appendix 9] The use according to any one of appendix 1 to 5, wherein the VEGF inhibitor is aflibercept.

Claims

1. A pharmaceutical composition for treating age-related macular degeneration accompanied by neovascularization in a subject having one or more single nucleotide polymorphisms selected from the group consisting of rs2056688, rs5962084, rs5962087, rs5915722, rs5962095, rs2106124, rs1879796, rs12148845 and rs12148100, comprising aflibercept.

2. The pharmaceutical composition of claim 1, wherein the one or more single nucleotide polymorphisms are selected from the group consisting of rs2056688, rs5962084, rs5962087, rs5915722 and rs5962095.

3. The pharmaceutical composition of claim 1, wherein the one or more single nucleotide polymorphisms are selected from the group consisting of rs2106124, rs1879796, rs12148845 and rs12148100.

4. The pharmaceutical composition of claim 2, wherein the subject is homozygous for the one or more single nucleotide polymorphisms.

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