CN117615780A - 预测对抗tnf疗法的应答的方法和系统 - Google Patents

预测对抗tnf疗法的应答的方法和系统 Download PDF

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Publication number
CN117615780A
CN117615780A CN202180074291.7A CN202180074291A CN117615780A CN 117615780 A CN117615780 A CN 117615780A CN 202180074291 A CN202180074291 A CN 202180074291A CN 117615780 A CN117615780 A CN 117615780A
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China
Prior art keywords
tnf therapy
gene expression
genes
subjects
classifier
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Pending
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CN202180074291.7A
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Chinese (zh)
Inventor
苏珊·吉亚西安
马克·桑托里尼
南希·肖恩布伦纳
基斯·J·约翰逊
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Saifu Pharmaceutical Co
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Saifu Pharmaceutical Co
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Publication of CN117615780A publication Critical patent/CN117615780A/zh
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    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/70—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H20/00—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
    • G16H20/10—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to drugs or medications, e.g. for ensuring correct administration to patients
    • 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
    • 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
    • A61K39/395—Antibodies; Immunoglobulins; Immune serum, e.g. antilymphocytic serum
    • A61K39/39533—Antibodies; Immunoglobulins; Immune serum, e.g. antilymphocytic serum against materials from animals
    • A61K39/3955—Antibodies; Immunoglobulins; Immune serum, e.g. antilymphocytic serum against materials from animals against proteinaceous materials, e.g. enzymes, hormones, lymphokines
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61P—SPECIFIC THERAPEUTIC ACTIVITY OF CHEMICAL COMPOUNDS OR MEDICINAL PREPARATIONS
    • A61P29/00—Non-central analgesic, antipyretic or antiinflammatory agents, e.g. antirheumatic agents; Non-steroidal antiinflammatory drugs [NSAID]
    • C—CHEMISTRY; METALLURGY
    • C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12Q—MEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
    • C12Q1/00—Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions
    • C12Q1/68—Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions involving nucleic acids
    • C12Q1/6876—Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes
    • C12Q1/6883—Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes for diseases caused by alterations of genetic material
    • 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
    • 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
    • G16B40/20—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
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
    • C—CHEMISTRY; METALLURGY
    • C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12Q—MEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
    • C12Q2600/00—Oligonucleotides characterized by their use
    • C12Q2600/106—Pharmacogenomics, i.e. genetic variability in individual responses to drugs and drug metabolism

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  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Medical Informatics (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Biotechnology (AREA)
  • Biophysics (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Theoretical Computer Science (AREA)
  • Chemical & Material Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • Epidemiology (AREA)
  • Genetics & Genomics (AREA)
  • Molecular Biology (AREA)
  • Databases & Information Systems (AREA)
  • Medicinal Chemistry (AREA)
  • Biomedical Technology (AREA)
  • Primary Health Care (AREA)
  • Bioethics (AREA)
  • Proteomics, Peptides & Aminoacids (AREA)
  • Software Systems (AREA)
  • Evolutionary Computation (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • Pathology (AREA)
  • Analytical Chemistry (AREA)
  • Organic Chemistry (AREA)
  • Pharmacology & Pharmacy (AREA)
  • Microbiology (AREA)
  • Veterinary Medicine (AREA)
  • Immunology (AREA)
  • Animal Behavior & Ethology (AREA)
  • Physiology (AREA)
  • Mycology (AREA)
  • Endocrinology (AREA)
CN202180074291.7A 2020-09-01 2021-08-31 预测对抗tnf疗法的应答的方法和系统 Pending CN117615780A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US202063073336P 2020-09-01 2020-09-01
US63/073,336 2020-09-01
PCT/US2021/048346 WO2022051245A2 (en) 2020-09-01 2021-08-31 Methods and systems for predicting response to anti-tnf therapies

Publications (1)

Publication Number Publication Date
CN117615780A true CN117615780A (zh) 2024-02-27

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CN202180074291.7A Pending CN117615780A (zh) 2020-09-01 2021-08-31 预测对抗tnf疗法的应答的方法和系统

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US (1) US20230282367A1 (enExample)
EP (1) EP4208256A4 (enExample)
JP (1) JP2023538963A (enExample)
KR (1) KR20240018404A (enExample)
CN (1) CN117615780A (enExample)
AU (1) AU2021336781A1 (enExample)
CA (1) CA3191195A1 (enExample)
GB (1) GB2616129A (enExample)
IL (1) IL300978A (enExample)
MX (1) MX2023002446A (enExample)
WO (1) WO2022051245A2 (enExample)

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2019178546A1 (en) 2018-03-16 2019-09-19 Scipher Medicine Corporation Methods and systems for predicting response to anti-tnf therapies
JP2022541125A (ja) 2019-06-27 2022-09-22 サイファー メディシン コーポレーション 患者を層別化するための分類子の開発
WO2023150731A2 (en) * 2022-02-04 2023-08-10 Scipher Medicine Corporation Systems and methods for predicting response to anti-tnf therapies
CN120015309B (zh) * 2025-01-14 2025-12-12 中国人民解放军军事科学院军事医学研究院 用于急性高原反应（ams）易感性分群的装置

Family Cites Families (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP2165194A4 (en) * 2007-05-31 2010-09-08 Abbott Lab BIOMARKERS FOR PREDICTING RESPONSABILITY TO TNF ALPHA INHIBITORS IN AUTOIMMUNE DISEASES
SG182183A1 (en) * 2007-06-08 2012-07-30 Biogen Idec Inc Biomarkers for predicting anti-tnf responsiveness or non-responsiveness
JP2012500993A (ja) * 2008-08-25 2012-01-12 ヤンセン バイオテツク，インコーポレーテツド 潰瘍性大腸炎及び関連した疾患における抗ｔｎｆ処置のためのバイオマーカー
WO2011014349A1 (en) * 2009-07-28 2011-02-03 Centocor Ortho Biotech Inc. Serum markers predicting clinical response to anti-tnfalpha antibodies in patients with psoriatic arthritis
CA3295783A1 (en) * 2011-05-10 2026-03-02 Prometheus Laboratories, Inc. Methods of disease activity profiling for personalized therapy management
JP7054990B2 (ja) * 2014-03-27 2022-04-15 ジェネンテック， インコーポレイテッド 炎症性腸疾患の診断及び治療のための方法
GB201521357D0 (en) * 2015-12-03 2016-01-20 Univ Liverpool Methods for predicting response to anti-TNF therapy
EP3654993A4 (en) * 2017-07-17 2021-08-25 The Broad Institute, Inc. CELL ATLAS OF HEALTHY HUMAN COLUMN AND HUMAN COLUMN WITH COLITIS ULCEROSA
WO2019178546A1 (en) * 2018-03-16 2019-09-19 Scipher Medicine Corporation Methods and systems for predicting response to anti-tnf therapies
EP3881233A4 (en) * 2018-11-15 2022-11-23 Ampel Biosolutions, LLC DISEASE PREDICTION AND TREATMENT PRIORIZATION WITH MACHINE LEARNING
CA3119294A1 (en) * 2018-11-15 2020-05-22 Janssen Biotech, Inc. Methods and compositions for prediction of response to a therapy of inflammatory bowel disease
JP2022541125A (ja) * 2019-06-27 2022-09-22 サイファー メディシン コーポレーション 患者を層別化するための分類子の開発

Also Published As

Publication number Publication date
US20230282367A1 (en) 2023-09-07
CA3191195A1 (en) 2022-03-10
AU2021336781A9 (en) 2025-03-13
GB202303624D0 (en) 2023-04-26
GB2616129A (en) 2023-08-30
WO2022051245A3 (en) 2022-04-14
WO2022051245A2 (en) 2022-03-10
IL300978A (en) 2023-04-01
MX2023002446A (es) 2023-05-12
AU2021336781A1 (en) 2023-05-11
EP4208256A4 (en) 2024-09-25
JP2023538963A (ja) 2023-09-12
EP4208256A2 (en) 2023-07-12
KR20240018404A (ko) 2024-02-13

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