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87 results about "Peptide structure" patented technology

The peptide molecule is a linear or branched chain. If the molecule is linear, it has two termini with one terminal amino group (—NH2) and one terminal carboxyl group (—COOH). Peptides with a closed-chain structure are called cyclopeptides, which include many bacterial toxins, hormones, and antibiotics.

Ammonia aromatic alkene modified near-infrared BODIPY fluorescent probe as well as preparation method and application thereof

The invention belongs to the technical field of organic synthesis, and particularly discloses an ammonia aromatic alkene modified near-infrared BODIPY fluorescent probe as well as a preparation method and application thereof.The near-infrared BODIPY fluorescent probe is obtained by adopting 6-(dimethylamino) nicotinic aldehyde to directionally modify the alpha position of BODIPY and constructing an expanded conjugated system through Knoevenagel condensation. Wherein dimethylamino provides a strong electron donating effect, a molecular structure is twisted into a non-planar configuration due to steric hindrance of a pyridine ring, pi-pi accumulation is reduced, and an ACQ effect is inhibited. According to the structural modification strategy, significant red shift of absorption / emission wavelength is realized by expanding a molecular pi-conjugated skeleton, and meanwhile, the stability of the BODIPY core and the quantum yield are effectively enhanced. The probe molecule can specifically recognize the diphenylalanine dipeptide structural unit by utilizing the synergistic coordination effect of the 2-aminopyridine derivative and the BODIPY mother nucleus, so that the selective detection of the Alzheimer's disease biomarker Abeta42 is realized, and a novel optical detection tool is provided for the early molecular diagnosis and targeted therapy of AD (Alzheimer's disease).
Owner:HUAIYIN INSTITUTE OF TECHNOLOGY

Oligopeptide compound, preparation method thereof, beautifying composition and application

The invention belongs to the technical field of skin care product raw materials, and discloses an oligopeptide compound, a preparation method thereof, a beautifying composition and application. The oligopeptide compound has a structural formula of # imgabs0. The oligopeptide compound provided by the invention contains peptide fragments of antioxidant amino acids such as tyrosine (Tyr), beta-alanine (beta-Ala), cysteine (Cys) and proline (Pro), and the amino acids can directly participate in removal of free radicals or form a stable peptide structure to enhance the antioxidant effect; therefore, the oligopeptide compound with anti-oxidation and physiological repair effects is obtained. Meanwhile, a mild Fmoc route is adopted in the preparation method, the condensation reaction time of each step is short, the production period is greatly shortened, raw materials are convenient to obtain, the process is stable, the quality is controllable, the product yield and purity are high, and large-scale production can be achieved.
Owner:SHENZHEN ZHIPEPTIDE AESTHETIC TECHNOLOGY CO LTD

Yak bone collagen peptide for improving osteoporosis as well as preparation and application of yak bone collagen peptide

The invention discloses a yak bone collagen peptide for improving osteoporosis and preparation and application thereof, and relates to the field of biological medicine, the yak bone collagen peptide comprises collagen peptide with the molecular weight of 500-2000 Daltons, contains a glycine-proline-hydroxyproline tripeptide core structure, can promote osteoblast differentiation and inhibit osteoclast activity, and can be used for treating osteoporosis. The amino acid sequence of the collagen peptide is any one of the following sequences: glycine-proline-hydroxyproline-glycine-glutamic acid-arginine, and the amino acid sequence of the collagen peptide is any one of the following sequences: glycine-proline-hydroxyproline-glycine-glutamic acid-arginine; and the amino acid is glycine, proline, hydroxyproline, serine, leucine and alanine. The yak bone collagen peptide has a unique glycine-proline-hydroxyproline tripeptide structure, the molecular weight is controlled within the range of 500-2000 Daltons, the structure can promote osteoblast differentiation and inhibit osteoclast activity at the same time, and the problem that a traditional osteoporosis treatment medicine is single in function is solved.
Owner:BEIJING SEMNL BIOTECHNOLOGY CO LTD

Hair care composition with effects of controlling oil, preventing hair loss and repairing and preparation method of hair care composition

The invention provides a hair care composition with oil control, hair loss prevention and repair effects and a preparation method of the hair care composition, and belongs to the technical field of hair care. The hair care composition comprises functional peptides such as myristoyl pentapeptide-4, palmitoyl tripeptide-1, acetyl tetrapeptide-3, hexapeptide-3, acetyl hexapeptide-8, palmitoyl tetrapeptide-7 and the like which are synergistically combined according to a specific proportion, and glycerin, water and a penetration enhancer are supplemented to form a basic system. By optimizing peptide structure modification, adding proportion and the steps of pH control, ultrasonic treatment and collaborative assembly in the preparation process, multi-path collaborative regulation and control of hair follicle activation, scalp inflammation inhibition and keratin synthesis enhancement are realized.
Owner:ZHEJIANG HAOMAI TECH CO LTD

Active peptide with efficacy of repairing neuroinflammation after spinal cord injury as well as preparation method and application of active peptide

The invention belongs to the technical field of biological medicines, and particularly relates to an active peptide with a function of repairing neuroinflammation after spinal cord injury and a preparation method and application thereof. The invention firstly provides a recombinant active peptide. The structure of the recombinant active peptide at least comprises two groups of alpha spiral fragments; the amino acid sequence of the recombinant active peptide is as shown in SEQ ID NO. 2 or SEQ ID NO. 3. The bioactive peptide and the prepared nanofiber provided by the invention can effectively repair neuroinflammation after spinal cord injury, and have relatively high safety in a living body. And compared with the RK33A holoprotein, the RK33A holoprotein has a better effect.
Owner:THE FIRST AFFILIATED HOSPITAL OF CHONGQING MEDICAL UNIVERSITY

Antibacterial peptide and application thereof in resisting bacteria and / or enhancing disease resistance of plants

The invention provides an antibacterial peptide and application thereof in resisting bacteria and / or enhancing the disease resistance of plants. Specifically, on one hand, the invention provides two antibacterial peptides which are novel functional antibacterial peptides ZJUAMP3 and ZJUAMP4, sequences of the novel functional antibacterial peptides ZJUAMP3 and ZJUAMP4 are respectively shown as SEQ ID NO: 1 and SEQ ID NO: 2, and the antibacterial peptides ZJUAMP3 and ZJUAMP4 both have broad-spectrum antibacterial activity, have good antibacterial activity on bacteria such as gram-negative bacteria, gram-positive bacteria and fungi, and are suitable for scenes needing sterilization or fungus and bacterium growth inhibition. Besides, the ZJUAMP4 can activate an MAPK signal channel in a plant body and induce the plant to generate systematic disease resistance, and is suitable for the fields of crop disease prevention and control and plant protection. The antibacterial peptide is simple in structure and easy to synthesize.
Owner:ZHEJIANG UNIV

Mutant polypeptide, composition containing mutant polypeptide and application of mutant polypeptide

Provided herein are viral particles comprising a heterologous viral glycoprotein and a targeting moiety wherein the targeting moiety comprises a polypeptide comprising the formula T-S1 wherein T is a target binding domain and Si is a stem moiety. The stem portion may comprise a variant Fc domain. The stem portion may comprise a flexible polypeptide domain. The targeting moiety comprising the formula T-S1 may be incorporated into viral particles to help target such particles to specific cell types. Also provided herein are compositions comprising the viral particles, and methods of use thereof.
Owner:INTERIUS BIOTHERAPEUTICS INC

Preparation method of high-activity mitochondrial targeting MAPS polypeptide preparation

PendingCN120227442APeptide/protein ingredientsPeptide preparation methodsAmphipathic helixMembrane Transporters
The invention discloses a preparation method of a high-activity mitochondrial targeting MAPS polypeptide preparation, and relates to the technical field of biologication.The preparation method comprises the steps of S1, polypeptide design and synthesis, S2, thiol oriented cross-linking, S3, cutting and purification, S4, liposome assembly and S5, freeze-drying preparation molding.The preparation method has the advantages that by designing an amphipathic alpha-spiral polypeptide structure, the high-activity mitochondrial targeting MAPS polypeptide preparation is obtained; a stable helical conformation is spontaneously formed in a physiological environment by utilizing the alternative arrangement characteristic of hydrophobic and hydrophilic residues; the hydrophobic surface of the conformation can effectively interact with the mitochondrial membrane lipid bilayer, so that the transmembrane resistance is reduced; meanwhile, the hydrophilic surface is combined with the high negative membrane potential of the mitochondrial inner membrane through charge interaction to form a directional driving effect, so that the active transfer efficiency of the polypeptide under the mitochondrial membrane potential is remarkably improved; in addition, the integrated mitochondrial positioning signal further specifically recognizes the mitochondrial outer membrane transporter, the polypeptide is assisted to be accurately anchored to the targeting site, and non-specific diffusion is reduced.
Owner:GUANGZHOU HEYING BIOTECHNOLOGY CO LTD

Ai-driven glycoproteomics liquid biopsy in nasopharyngeal carcinoma

A method and system for diagnosing a subject with respect to a nasopharyngeal carcinoma (NPC) disease state. Peptide structure data corresponding to a biological sample obtained from the subject is received. The peptide structure data is analyzed using a supervised machine learning model to generate a disease indicator that indicates whether biological sample evidences the NPC disease state based on at least 3 peptide structures selected from a group of peptide structures identified in Table 1A and / or 1B. The group of peptide structures in Table 1A and / or 1B comprises a group of peptide structures associated with the NPC disease state. The group of peptide structures is listed in Table 1A and / or 1B with respect to relative significance to the disease indicator. A diagnosis output is generated based on the disease indicator.
Owner:VENN BIOSCIENCES CORP

Engineering suicide gene approaches to improve chemotherapeutic response in cancer

Disclosed are compositions and methods for treating a disease or disorder such as cancer in a subject in need thereof. In some embodiments, the methods include administering to the subject a vector that has a first nucleic acid sequence encoding a promoter operably linked to each of a second nucleic acid sequence encoding a therapeutic polypeptide, and a third nucleic acid sequence encoding a peptide domain that is stabilized when phosphorylated by kinase activity in a target cell and / or tissue. In some embodiments, the target cell and / or tissue can be a cell and / or tissue undergoing a stress response. In some embodiments, the target cell and / or tissue can be a cell and / or tissue in which a CK2 kinase is active. The kinase activity can be elevated extracellular regulated kinase (ERK) activity, p38 MAP kinase activity, and / or CK2 activity.
Owner:UNIV OF VIRGINIA PATENT FOUND

Therapeutic molecules and nanoparticles for locating and stabilizing atherosclerotic plaques, and their preparation methods.

This invention discloses a therapeutic molecule, nanoparticles, and their preparation method for locating and stabilizing atherosclerotic plaques. The therapeutic molecule is synthesized based on cholanonic acid and copper peptide, and the nanoparticles are formed by the self-assembly of the therapeutic molecule. The preparation method involves aldehyde modification of both ends of cholanonic acid and coupling it with copper peptide via a Schiff base reaction to obtain a therapeutic molecule with both diagnostic and therapeutic functions. The copper peptide structure in the therapeutic molecule serves as the hydrophilic segment, and the cholanonic acid structure serves as the hydrophilic segment, allowing it to further self-assemble into nanoparticles in water. These nanoparticles exhibit acid responsiveness and can disintegrate in the slightly acidic environment of atherosclerotic sites. The released copper peptide can stabilize plaques by promoting collagen secretion and inhibiting matrix metalloproteinase expression. Simultaneously, the X-ray imaging characteristics of cholanonic acid can be used to locate and diagnose the distribution of plaques, thus achieving integrated stabilization and localization of atherosclerotic plaques.
Owner:ZHEJIANG UNIV

A sequence feature-based pig brain neurotrophic peptide structure-activity relationship mining method and system

This invention relates to the field of bioinformatics processing and discloses a method and system for mining the structure-activity relationship (SMR) of porcine neurotrophic peptides based on sequence features. The method includes constructing an original sample index table and fusing multi-source production data, extracting peptide sequence features to generate a sequence feature matrix, constructing a sequence-process joint graph containing peptide nodes and process state nodes, training a structure-activity relationship graph neural network to mine SMR relationships, and deriving a process control decision table based on a process response sample set generated by the network, thereby achieving online optimization of the porcine neurotrophic peptide preparation process. This invention solves the problem of SMR mining caused by the separation of process parameters, sequence information, and activity data, achieving accurate characterization of the synergistic effect of sequence and process and reverse optimization of process parameters, thus improving the targeted enrichment efficiency and bioactivity retention level of target neurotrophic peptides.
Owner:PINGDINGSHAN HUIXINYUAN BIOTECHNOLOGY CO LTD +1

Uricase conjugates and methods of use thereof

PendingCN120380141AAntibody mimetics/scaffoldsPeptide/protein ingredientsTumor lysis syndromeTumor Syndrome
The present invention provides novel uricase conjugates comprising a first domain and a second domain. The first domain comprises a uricase polypeptide and the second domain is an unstructured random coil polypeptide domain comprising at least about 100 amino acids. The invention also provides methods of using the uricase conjugates of the invention, e.g., for the treatment of tumor lysis syndrome and / or gout.
Owner:INSMED INC

Multivalent D-peptide compounds for proteins of interest

Provided are multivalent D-peptide compounds that specifically bind to a protein of interest. The multivalent D-peptide compounds may include two or more different variant D-peptide domains linked via a linking component. The D-peptide compounds may include a plurality of different domains that specifically bind to different binding sites on a protein of interest to provide high affinity binding to and potent activity against the protein of interest. Also provided are D-peptide variant GA domain polypeptides and D-peptide variant Z domain polypeptides having a Specific Determining Motif (SDM) for specific binding to a protein of interest, such as VEGF-A or PD-1. In some embodiments in which the protein of interest is a homodimeric protein of interest (e.g., VEGF-A, PD-1), the D-peptide compounds may be similarly dimeric and include dimers of multivalent (e.g., divalent) D-peptide compounds. Methods of using the compounds are provided, including methods of treating a disease or condition associated with a protein of interest in a subject.
Owner:DEXTER BIOTECH CO LTD

Modified antimicrobial peptides

This invention provides modified antimicrobial peptides, belonging to the field of antimicrobial peptide technology. The modified antimicrobial peptides include at least one of a first, second, third, fourth, fifth, and sixth antimicrobial peptide; the amino acid sequences of the first, second, third, fourth, fifth, and sixth antimicrobial peptides are shown sequentially as SEQ ID NO.1 to SEQ ID NO.6. Based on prevotellin-2, the modified antimicrobial peptides were obtained by reducing negatively charged amino acids, increasing positively charged amino acids, introducing hydrophobic amino acids, adjusting or deleting amino acid sequences, and optimizing the peptide structure. In vitro minimum inhibitory concentration (MIC) determination showed that, compared with the initial peptide, the modified antimicrobial peptides exhibited significantly enhanced antimicrobial activity against bacteria and fungi, and also showed significant bactericidal activity against clinically resistant bacteria.
Owner:KUNMING INST OF ZOOLOGY CHINESE ACAD OF SCI

Compound and use of the same

PendingUS20260250317A1GlycineSide chain
Provided is a compound that includes a peptide structure represented by Formula (p1) or (p2). Also provided is a method for producing droplets using the compound. Xa is an amino acid residue having a hydrophilic side chain; Xb is an amino acid residue having a side chain represented by Formula (b1); Xc and Xd are each independently an amino acid residue or a glycine residue having a hydrophobic side chain; and n is an integer of 1 to 3. Ar1 is an aryl group or heteroaryl group which may have a substituent; and Ar2 is an arylene group or a heteroarylene group which may have a substituent.
Owner:THE JAPAN SCI & TECH AGENCY

A method for screening pancreatic lipase inhibiting peptides based on machine learning

This invention discloses a method for screening pancreatic lipase inhibitory peptides based on machine learning, relating to the fields of bioinformatics and food science. The method includes the following steps: dataset construction and three-dimensional peptide structure characterization, statistical-based feature screening, outlier removal based on a dual-model consensus mechanism, feature recursive elimination and physicochemical significance optimization, data augmentation based on Gaussian noise injection, and final prediction model construction. This invention effectively solves the problems of insufficient feature representation, high noise interference, and weak model generalization ability in existing screening methods through multi-dimensional feature characterization, rigorous outlier cleaning, and data augmentation strategies for small samples. It can quickly and accurately screen highly active pancreatic lipase inhibitory peptides from massive peptide sequences, providing an efficient computational tool for the development of functional foods and lipid-lowering drugs.
Owner:YUNNAN (DALI) RES INST OF SHANGHAI JIAOTONG UNIV

Application of chromosome regulating peptide structural domain in improving Cas protein editing efficiency

The invention belongs to the field of nucleic acid editing, and particularly relates to the technical field of regular clustering interval short palindromic repeat (CRISPR). Specifically, the invention provides the application of the chromosome regulating peptide structural domain in improving the Cas protein editing efficiency, and the chromosome regulating peptide structural domain has a wide application prospect.
Owner:SHANDONG SHUNFENG BIOTECH CO LTD

Peptide inhibitors of focal adhesion kinase activity and uses thereof

This disclosure provides peptides which have an affinity for the focal adhesion targeting (FAT) domain of focal adhesion kinase (FAK). In particular, the peptides are modified and derived from the sequence of the LD2 alpha helical domain of paxillin (e.g., LD2 peptides), the LD4 domain of paxillin (e.g., LD4 peptides), and CD8 peptides. These peptides are capable of blocking an interaction between paxillin and FAK, thereby inhibiting FAK activity related to FAK-paxillin interaction. The invention further provides uses for such peptides as therapeutics for the treatment of cancer and other diseases characterized with FAK activity and / or expression (e.g., fibrosis).
Owner:THE ARIZONA BOARD OF REGENTS ON BEHALF OF THE UNIV OF ARIZONA

Radical sam enzyme catalysis for polycyclic peptide library generation

PCT designated stageWO2026178350A1Cyclic peptideCyclase
The present disclosure provides a method for biocatalytic production of a polycyclic peptide comprising providing a peptide sequence containing a recognition motif for a radical S-adenosylmethionine metallocnzyme (SAM enzyme), exposing the peptide sequence to an enzymatic reaction including catalysis under standard enzymatic reaction conditions with the radical SAM enzyme, and generating a further cyclized peptide by modifying a product of the enzymatic reaction chemically and / or via enzymes. The radical SAM enzyme catalysis generates macrocyclic modifications using unactivated carbon centers. The product of the enzymatic reaction may be modified using haloalkane- or haloacetyl-containing compounds, macrocyclases, or additional radical SAM enzymes. The peptide sequence may be altered at permissive sites to generate libraries of polycyclic peptide structures. The enzymatic reaction may occur at ambient temperature and pH under buffered aqueous conditions.
Owner:THE TRUSTEES OF PRINCETON UNIV

Detection of peptide structures for diagnosing and treating sepsis and covid

Embodiments disclosed herein generally relate to technologies for evaluating a biological sample obtained from a subject with respect to a sepsis state or coronavirus disease (COVID). Some methods relating to the technologies can include receiving peptide structure data corresponding to the biological sample obtained from the subject, identifying a peptide structure profile for the biological sample using the peptide structure data, and computing a disease indicator using the peptide structure profile and a model. The disease indicator can indicate whether the biological sample is positive for the sepsis state. The disease indicator can indicate whether the biological sample is positive for COVID. The peptide structure profile can comprise quantification data for a set of peptide structures associated with the sepsis state. The peptide structure profile can include peptides that are glycosylated, aglycosylated, or both. An additional step in the method can comprise generating at least one of a diagnosis output or a treatment output based on the disease indicator.
Owner:VENN BIOSCIENCES CORP

Peptide antibacterial compound as well as preparation method and application thereof

PendingCN120192367AAntibacterial agentsPeptide/protein ingredientsMinimum inhibitory concentrationGram-positive bacterial infections
The invention provides a peptide antibacterial compound as well as a preparation method and application thereof, and belongs to the technical field of biological medicines. The invention provides a peptide compound zhenxinmyxin as shown in a formula I. The peptide compound has good structural characteristics, the antibacterial effect on staphylococcus aureus can be remarkably improved, the minimum inhibitory concentration on staphylococcus aureus ATCC 25923 and USA300 is 4 [mu] g / mL, and the peptide compound can be used for preparing drugs for resisting gram-positive bacterial infection. The peptide compound is a novel peptide structure compound extracted from fermentation liquor of streptomyces albidoflavus NX-12, raw materials are easy to obtain, the preparation method is simple and convenient, and the peptide compound is suitable for large-scale popularization and application.
Owner:MEDICINE & BIOENG INST OF CHINESE ACAD OF MEDICAL SCI

Peptide structure targeting carbonic dehydrogenase ix and use thereof

The present invention relates to a peptide structure specifically binding to carbonic anhydrase IX (CAIX), and a use thereof. The CAIX-binding peptide ligand of the present invention contains D-amino acids, and thus has high binding specificity to CAIX while being stable in the body, and a cyclic CAIX-binding peptide structure comprising same can bind to CAIX with high affinity in the body, and thus is effective in the diagnosis, prevention, suppression or treatment of diseases mediated by CAIX.
Owner:C BIOMEX CO LTD

Macrocyclic compound including peptide structure and method for producing same

[Problem] To provide: a macrocyclic compound which includes an oligoamino acid or an oligo-peptide, and which has been conventionally difficult to synthesize; and a method for producing the same. [Solution] The present inventors have newly discovered that, by reacting a dicarboxylic acid compound (diester compound) having amino acid residues at both ends of a spacer with a diamine acid compound having amino acid residues at both ends of a spacer, it is possible to synthesize a macrocyclic compound which includes an oligoamino acid or an oligopeptide in a molecule and in which the type and / or the composition ratio of amino acids can be changed.
Owner:THE UNIV OF TOKYO +1

Branching-type ultrashort antibacterial peptides with double fatty acid tails and applications thereof

The application discloses a branched antibacterial peptide with double fatty acid tails and application thereof, and has the structure of taking Lys as a branched core, using Arg and Trp as two kinds of amino acids to replace the C-terminal of Lys, e -amino, α -amino, to obtain a branched peptide structure. The same length of saturated fatty acid tail chains are introduced into two N-terminal ends of the branched peptide structure to obtain the branched antibacterial peptide with double fatty acid tails, and the structure general formula is Cn-Z-K(Y-Cn)-X, which is marked as XYZn, wherein K is Lys, X, Y and Z are end-point amino acids Arg or Trp, Cn is a saturated fatty acid chain, and n is the number of carbon atoms of the fatty acid chain. The antibacterial peptide structure is novel, simple to synthesize, and has the advantages of broad-spectrum antibacterial activity, low toxicity and high safety in in-vitro antibacterial experiments and toxicity tests. Serum stability experiments show that the antibacterial peptide has excellent stability in mouse serum, and acute toxicity experiments show that the antibacterial peptide has high safety. Therefore, the antibacterial peptide has a good application prospect in preparation of clinical antibacterial drugs.
Owner:LANZHOU UNIV

Peptide-nucleic acid complex

There is provided a method for producing a peptide-nucleic acid complex containing a peptide and a nucleic acid encoding the peptide. The method for producing a peptide-nucleic acid complex includes a step of preparing a nucleic acid to which a transpeptidase N-terminal substrate motif has been added, the nucleic acid containing a first coding sequence encoding a peptide, a second coding sequence encoding a transpeptidase, and a third coding sequence encoding a transpeptidase recognition motif; a step of synthesizing a chimeric protein containing a domain of the peptide, a domain of the transpeptidase, and the transpeptidase recognition motif, from the nucleic acid to which the transpeptidase N-terminal substrate motif has been added, using a cell-free protein synthesis system; and a step of forming the peptide-nucleic acid complex by means of the transpeptidase domain.
Owner:KAWASAKI INST OF IND PROMOTION

Homologous recombinant expression vector for expressing Pt5-1c active peptide in dunaliella salina

The invention provides a homologous recombinant expression vector for expressing a Pt5-1c active peptide in dunaliella salina, the provided expression vector can efficiently express an exogenous gene in dunaliella salina, and the homologous recombinant expression vector comprises a construction component which comprises a promoter with a nucleotide sequence of SEQ ID NO: 1. According to the constructed expression vector, an exogenous gene is separated from other genes through a P2A sequence, so that the exogenous gene is independently expressed, and interference among the genes is avoided; an iron oxidase signal recognition sequence is introduced while an exogenous gene is inserted, so that active peptides such as Pt5-1c and the like can be guided to be secreted out of cells, and the problems of impurity release, active peptide structure damage and the like caused by obtaining the active peptides by breaking the cells are avoided. According to the constructed expression vector, an enterokinase enzyme cutting site is introduced, so that the active peptide can be conveniently cut and separated in the subsequent separation and purification process, the consumption of reagents and consumables is reduced, the purification efficiency is improved, and the purification cost is reduced.
Owner:OCEAN UNIV OF CHINA

Anti-cancer peptide prediction method and system based on feature fusion and cross attention mechanism

ActiveCN120015123BBiostatisticsSequence analysisBioinformaticsAnticancer peptide
The application relates to an anticancer peptide prediction method and system based on feature fusion and cross attention mechanism. The method comprises the following steps: constructing a data set containing various protein sequences; inputting the protein sequence into a protein language model ESM-2 to extract peptide structure features; inputting the protein sequence into a feature extraction model to extract peptide physical and chemical features; performing dimension transformation processing on the peptide structure features, using BiLSTM to continuously process discrete peptide physical and chemical features; using a cross attention mechanism for feature fusion to obtain target features input into a multilayer perception machine (MLP) to obtain an anticancer peptide prediction result. By using a protein language model to extract peptide structure features, using a traditional feature extraction model to extract peptide physical and chemical features, and using a cross attention mechanism for feature fusion, time-consuming and high cost can be avoided, and the extracted features are related to each other, so that anticancer peptide prediction can be quickly, efficiently and accurately performed.
Owner:HAINAN UNIV

Mirror symmetry antibacterial oligopeptide rich in tryptophan and arginine and application of mirror symmetry antibacterial oligopeptide

The invention discloses a mirror symmetry antibacterial oligopeptide rich in tryptophan and arginine and application of the mirror symmetry antibacterial oligopeptide. The antibacterial oligopeptide is obtained in the mode that tryptophan W and arginine R form a mirror symmetry peptide structure, then hydrophobic amino acid is modified at the two ends of the peptide sequence, and amidation is conducted on the C tail end; the structural general formula of the fluorescent probe is XRnWmRWmRnX-NH2, and the fluorescent probe is marked as RXm, or XWnRmWRmWnX-NH2, which is marked as WXm; or X (WR) 3WX-NH2, which is marked as RX; or X (RW) 3RX-NH2, which is marked as WX; wherein n = 0, 1 or 2, m = 1, 2 or 3, and n + m = 3. An in-vitro antibacterial activity experiment and a hemolysis experiment show that the antibacterial oligopeptide has relatively strong antibacterial activity on gram-positive bacteria and gram-negative bacteria, and meanwhile, the antibacterial oligopeptide has low hemolysis toxicity. The optimal antibacterial oligopeptide WF is obtained by calculating the therapeutic index, the corresponding full D-type amino acid sequence wf is synthesized, and the wf has high-efficiency antibacterial activity and low toxicity and also has high enzymolysis stability. Therefore, the antibacterial oligopeptide provided by the invention has a good application prospect in preparation of clinical antibacterial drugs.
Owner:LANZHOU UNIV

Biomarkers for diagnosing non-alcoholic steatohepatitis (NASH) or hepatocellular carcinoma (HCC)

Embodiments described herein generally relate to technologies for analyzing peptide structures for diagnosing and / or treating a disease state advancing through a disease progression. A non-limiting example of a method relating to the technologies described in the subject application may include receiving peptide structure data corresponding to the biological sample obtained from the subject, identifying a peptide structure profile, and diagnosing a disease state within a disease progression. The example may further include generating a diagnosis output relating to the disease state. In at least some cases, the peptide structure profile may include glycosylated peptides, aglycosylated peptides, or both.
Owner:VENN BIOSCIENCES CORP