SG11202106678PA - Method and systems for prediction of hla class ii-specific epitopes and characterization of cd4+ t cells - Google Patents

Method and systems for prediction of hla class ii-specific epitopes and characterization of cd4+ t cells

Info

Publication number
SG11202106678PA
SG11202106678PA SG11202106678PA SG11202106678PA SG11202106678PA SG 11202106678P A SG11202106678P A SG 11202106678PA SG 11202106678P A SG11202106678P A SG 11202106678PA SG 11202106678P A SG11202106678P A SG 11202106678PA SG 11202106678P A SG11202106678P A SG 11202106678PA
Authority
SG
Singapore
Prior art keywords
characterization
prediction
cells
systems
hla class
Prior art date
Application number
SG11202106678PA
Inventor
Michael Steven Rooney
Jennifer Grace Abelin
Dominik Barthelme
Robert Kamen
Original Assignee
Biontech Us Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Biontech Us Inc filed Critical Biontech Us Inc
Publication of SG11202106678PA publication Critical patent/SG11202106678PA/en

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    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B30/00—ICT specially adapted for sequence analysis involving nucleotides or amino acids
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B15/00—ICT specially adapted for analysing two-dimensional or three-dimensional molecular structures, e.g. structural or functional relations or structure alignment
    • G16B15/30—Drug targeting using structural data; Docking or binding prediction
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61K—PREPARATIONS FOR MEDICAL, DENTAL OR TOILETRY PURPOSES
    • A61K39/00—Medicinal preparations containing antigens or antibodies
    • A61K39/39—Medicinal preparations containing antigens or antibodies characterised by the immunostimulating additives, e.g. chemical adjuvants
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61P—SPECIFIC THERAPEUTIC ACTIVITY OF CHEMICAL COMPOUNDS OR MEDICINAL PREPARATIONS
    • A61P35/00—Antineoplastic agents
    • C—CHEMISTRY; METALLURGY
    • C07—ORGANIC CHEMISTRY
    • C07K—PEPTIDES
    • C07K14/00—Peptides having more than 20 amino acids; Gastrins; Somatostatins; Melanotropins; Derivatives thereof
    • C07K14/435—Peptides having more than 20 amino acids; Gastrins; Somatostatins; Melanotropins; Derivatives thereof from animals; from humans
    • C07K14/705—Receptors; Cell surface antigens; Cell surface determinants
    • C07K14/70503—Immunoglobulin superfamily
    • C07K14/70539—MHC-molecules, e.g. HLA-molecules
    • C—CHEMISTRY; METALLURGY
    • C07—ORGANIC CHEMISTRY
    • C07K—PEPTIDES
    • C07K16/00—Immunoglobulins [IGs], e.g. monoclonal or polyclonal antibodies
    • C07K16/18—Immunoglobulins [IGs], e.g. monoclonal or polyclonal antibodies against material from animals or humans
    • C07K16/28—Immunoglobulins [IGs], e.g. monoclonal or polyclonal antibodies against material from animals or humans against receptors, cell surface antigens or cell surface determinants
    • C07K16/2803—Immunoglobulins [IGs], e.g. monoclonal or polyclonal antibodies against material from animals or humans against receptors, cell surface antigens or cell surface determinants against the immunoglobulin superfamily
    • C07K16/2833—Immunoglobulins [IGs], e.g. monoclonal or polyclonal antibodies against material from animals or humans against receptors, cell surface antigens or cell surface determinants against the immunoglobulin superfamily against MHC-molecules, e.g. HLA-molecules
    • C—CHEMISTRY; METALLURGY
    • C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12N—MICROORGANISMS OR ENZYMES; COMPOSITIONS THEREOF; PROPAGATING, PRESERVING, OR MAINTAINING MICROORGANISMS; MUTATION OR GENETIC ENGINEERING; CULTURE MEDIA
    • C12N15/00—Mutation or genetic engineering; DNA or RNA concerning genetic engineering, vectors, e.g. plasmids, or their isolation, preparation or purification; Use of hosts therefor
    • C12N15/09—Recombinant DNA-technology
    • C12N15/63—Introduction of foreign genetic material using vectors; Vectors; Use of hosts therefor; Regulation of expression
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B20/00—ICT specially adapted for functional genomics or proteomics, e.g. genotype-phenotype associations
    • G16B20/30—Detection of binding sites or motifs
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B30/00—ICT specially adapted for sequence analysis involving nucleotides or amino acids
    • G16B30/10—Sequence alignment; Homology search
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B40/00—ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B40/00—ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
    • G16B40/10—Signal processing, e.g. from mass spectrometry [MS] or from PCR
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B40/00—ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
    • G16B40/20—Supervised data analysis
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B5/00—ICT specially adapted for modelling or simulations in systems biology, e.g. gene-regulatory networks, protein interaction networks or metabolic networks
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B25/00—ICT specially adapted for hybridisation; ICT specially adapted for gene or protein expression
    • G16B25/10—Gene or protein expression profiling; Expression-ratio estimation or normalisation
SG11202106678PA 2018-12-21 2019-12-20 Method and systems for prediction of hla class ii-specific epitopes and characterization of cd4+ t cells SG11202106678PA (en)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201862783914P 2018-12-21 2018-12-21
US201962826827P 2019-03-29 2019-03-29
US201962855379P 2019-05-31 2019-05-31
US201962891101P 2019-08-23 2019-08-23
PCT/US2019/068084 WO2020132586A1 (en) 2018-12-21 2019-12-20 Method and systems for prediction of hla class ii-specific epitopes and characterization of cd4+ t cells

Publications (1)

Publication Number Publication Date
SG11202106678PA true SG11202106678PA (en) 2021-07-29

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
SG11202106678PA SG11202106678PA (en) 2018-12-21 2019-12-20 Method and systems for prediction of hla class ii-specific epitopes and characterization of cd4+ t cells

Country Status (12)

Country Link
US (2) US11183272B2 (en)
EP (1) EP3899954A4 (en)
JP (2) JP7236543B2 (en)
KR (1) KR20210130705A (en)
CN (1) CN113474840A (en)
AU (1) AU2019404547A1 (en)
BR (1) BR112021012278A2 (en)
CA (1) CA3124457A1 (en)
IL (1) IL284195A (en)
MX (1) MX2021007556A (en)
SG (1) SG11202106678PA (en)
WO (1) WO2020132586A1 (en)

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US20230326544A1 (en) * 2020-08-28 2023-10-12 Immunitybio, Inc. Computerized Tool For Prediction of Proteasomal Cleavage
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CN116583903A (en) * 2020-12-09 2023-08-11 上海瑞宏迪医药有限公司 Peptide immunogenicity prediction and identification system and method based on machine learning
CN117083678A (en) * 2021-03-25 2023-11-17 基因泰克公司 Predicting peptide immunogenicity using neural networks
CN113724787B (en) * 2021-07-28 2024-05-03 扬州大学 Protein complex identification method based on core-accessory structure
CN113807468B (en) * 2021-10-15 2022-05-27 南京澄实生物科技有限公司 HLA antigen presentation prediction method and system based on multi-mode depth coding
WO2023164425A1 (en) * 2022-02-22 2023-08-31 The Children's Hospital Of Philadelphia Systems and methods for generating chimeric major histocompatibility complex (mhc) molecules with desired peptide-binding specificities
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CN116469457B (en) * 2023-06-14 2023-10-13 普瑞基准科技（北京）有限公司 Predictive model training method and device for combining, presenting and immunogenicity of MHC and antigen polypeptide

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JP2023071806A (en) 2023-05-23
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CA3124457A1 (en) 2020-06-25
IL284195A (en) 2021-08-31
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JP2022518355A (en) 2022-03-15
EP3899954A1 (en) 2021-10-27
US11183272B2 (en) 2021-11-23
US20220199198A1 (en) 2022-06-23
WO2020132586A1 (en) 2020-06-25
CN113474840A (en) 2021-10-01
AU2019404547A1 (en) 2021-07-22
JP7236543B2 (en) 2023-03-09
US20200279616A1 (en) 2020-09-03

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