CN109643584A - 用于预测个体生物状态的系统、方法和基因标签 - Google Patents

用于预测个体生物状态的系统、方法和基因标签 Download PDF

Info

Publication number
CN109643584A
CN109643584A CN201780050613.8A CN201780050613A CN109643584A CN 109643584 A CN109643584 A CN 109643584A CN 201780050613 A CN201780050613 A CN 201780050613A CN 109643584 A CN109643584 A CN 109643584A
Authority
CN
China
Prior art keywords
gene
label
computer
group
smoker
Prior art date
Legal status (The legal status 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 status listed.)
Pending
Application number
CN201780050613.8A
Other languages
English (en)
Chinese (zh)
Inventor
C·普森
V·贝尔卡斯特罗
F·马丁
S·布韦
M·C·派奇
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Philip Morris Products SA
Original Assignee
Philip Morris Products SA
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 Philip Morris Products SA filed Critical Philip Morris Products SA
Publication of CN109643584A publication Critical patent/CN109643584A/zh
Pending legal-status Critical Current

Links

Classifications

    • 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
    • G16B20/20—Allele or variant detection, e.g. single nucleotide polymorphism [SNP] detection
    • 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
    • A—HUMAN NECESSITIES
    • A24—TOBACCO; CIGARS; CIGARETTES; SIMULATED SMOKING DEVICES; SMOKERS' REQUISITES
    • A24F—SMOKERS' REQUISITES; MATCH BOXES; SIMULATED SMOKING DEVICES
    • A24F42/00—Simulated smoking devices other than electrically operated; Component parts thereof; Manufacture or testing thereof
    • 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
    • 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
    • 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
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H70/00—ICT specially adapted for the handling or processing of medical references
    • G16H70/60—ICT specially adapted for the handling or processing of medical references relating to pathologies
    • 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
    • C12Q2600/158—Expression markers
    • 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
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02A—TECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
    • Y02A90/00—Technologies having an indirect contribution to adaptation to climate change
    • Y02A90/10—Information and communication technologies [ICT] supporting adaptation to climate change, e.g. for weather forecasting or climate simulation

Landscapes

  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Chemical & Material Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Proteomics, Peptides & Aminoacids (AREA)
  • Biophysics (AREA)
  • Biotechnology (AREA)
  • Analytical Chemistry (AREA)
  • Genetics & Genomics (AREA)
  • Organic Chemistry (AREA)
  • Molecular Biology (AREA)
  • Theoretical Computer Science (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Wood Science & Technology (AREA)
  • Zoology (AREA)
  • Public Health (AREA)
  • Epidemiology (AREA)
  • Immunology (AREA)
  • General Engineering & Computer Science (AREA)
  • Microbiology (AREA)
  • Biochemistry (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Bioethics (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Software Systems (AREA)
  • Primary Health Care (AREA)
  • Measuring Or Testing Involving Enzymes Or Micro-Organisms (AREA)
  • Apparatus Associated With Microorganisms And Enzymes (AREA)
CN201780050613.8A 2016-09-14 2017-05-30 用于预测个体生物状态的系统、方法和基因标签 Pending CN109643584A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201662394551P 2016-09-14 2016-09-14
US62/394,551 2016-09-14
PCT/EP2017/063073 WO2018050299A1 (en) 2016-09-14 2017-05-30 Systems, methods, and gene signatures for predicting a biological status of an individual

Publications (1)

Publication Number Publication Date
CN109643584A true CN109643584A (zh) 2019-04-16

Family

ID=59021473

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201780050613.8A Pending CN109643584A (zh) 2016-09-14 2017-05-30 用于预测个体生物状态的系统、方法和基因标签

Country Status (8)

Country Link
US (1) US20190244677A1 (enExample)
EP (1) EP3513344A1 (enExample)
JP (2) JP7022119B2 (enExample)
KR (2) KR102685289B1 (enExample)
CN (1) CN109643584A (enExample)
CA (1) CA3036597C (enExample)
MX (1) MX2019002316A (enExample)
WO (1) WO2018050299A1 (enExample)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113159571A (zh) * 2021-04-20 2021-07-23 中国农业大学 一种跨境外来物种风险等级判定及智能识别方法及系统
CN116103392A (zh) * 2021-11-09 2023-05-12 中国医学科学院药物研究所 标志物sema6b在制备结直肠癌诊断及预后预测产品中的用途

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR102517328B1 (ko) * 2021-03-31 2023-04-04 주식회사 크라우드웍스 작업툴을 이용한 이미지 내 세포 분별에 관한 작업 수행 방법 및 프로그램
JP2025529273A (ja) * 2022-09-02 2025-09-04 コーセプト セラピューティクス, インコーポレイテッド 選択的グルココルチコイド受容体調節を評価する方法、並びにグルココルチコイド受容体調節から利益を得る可能性が高い患者を特定及び治療する方法

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20100131432A1 (en) * 2008-11-17 2010-05-27 Kennedy Giulia C Methods and compositions of molecular profiling for disease diagnostics
WO2013032917A2 (en) * 2011-08-29 2013-03-07 Cardiodx, Inc. Methods and compositions for determining smoking status
WO2015091225A1 (en) * 2013-12-16 2015-06-25 Philip Morris Products S.A. Systems and methods for predicting a smoking status of an individual
US20150322514A1 (en) * 2012-09-06 2015-11-12 Duke University Diagnostic markers for platelet function and methods of use
WO2016073768A1 (en) * 2014-11-05 2016-05-12 Veracyte, Inc. Systems and methods of diagnosing idiopathic pulmonary fibrosis on transbronchial biopsies using machine learning and high dimensional transcriptional data

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP2316973A1 (en) * 2003-06-10 2011-05-04 The Trustees Of Boston University Detection methods for disorders of the lung
JP2006314315A (ja) 2005-05-10 2006-11-24 Synergenz Bioscience Ltd 肺の機能と異常を調べるための方法と組成物
JP2009529329A (ja) * 2006-03-09 2009-08-20 トラスティーズ オブ ボストン ユニバーシティ 鼻腔上皮細胞の遺伝子発現プロファイルを用いた、肺疾患のための診断および予後診断の方法
US20100055689A1 (en) 2008-03-28 2010-03-04 Avrum Spira Multifactorial methods for detecting lung disorders
JP2012518997A (ja) 2009-02-26 2012-08-23 ジ・オハイオ・ステイト・ユニバーシティ・リサーチ・ファウンデイション 喫煙未経験者におけるマイクロrna、ならびに関連する材料および方法
US20120245952A1 (en) * 2011-03-23 2012-09-27 University Of Rochester Crowdsourcing medical expertise
EP3916110A1 (en) * 2014-07-14 2021-12-01 Veracyte, Inc. Methods for evaluating lung cancer status

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20100131432A1 (en) * 2008-11-17 2010-05-27 Kennedy Giulia C Methods and compositions of molecular profiling for disease diagnostics
WO2013032917A2 (en) * 2011-08-29 2013-03-07 Cardiodx, Inc. Methods and compositions for determining smoking status
US20150178462A1 (en) * 2011-08-29 2015-06-25 Cardiodx, Inc. Methods and Compositions for Determining Smoking Status
US20150322514A1 (en) * 2012-09-06 2015-11-12 Duke University Diagnostic markers for platelet function and methods of use
WO2015091225A1 (en) * 2013-12-16 2015-06-25 Philip Morris Products S.A. Systems and methods for predicting a smoking status of an individual
WO2016073768A1 (en) * 2014-11-05 2016-05-12 Veracyte, Inc. Systems and methods of diagnosing idiopathic pulmonary fibrosis on transbronchial biopsies using machine learning and high dimensional transcriptional data

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113159571A (zh) * 2021-04-20 2021-07-23 中国农业大学 一种跨境外来物种风险等级判定及智能识别方法及系统
CN116103392A (zh) * 2021-11-09 2023-05-12 中国医学科学院药物研究所 标志物sema6b在制备结直肠癌诊断及预后预测产品中的用途
CN116103392B (zh) * 2021-11-09 2026-06-26 中国医学科学院药物研究所 标志物sema6b在制备结直肠癌诊断及预后预测产品中的用途

Also Published As

Publication number Publication date
JP7275334B2 (ja) 2023-05-17
WO2018050299A1 (en) 2018-03-22
CA3036597A1 (en) 2018-03-22
EP3513344A1 (en) 2019-07-24
JP7022119B2 (ja) 2022-02-17
KR20190046940A (ko) 2019-05-07
BR112019004920A2 (pt) 2019-06-04
KR20220103819A (ko) 2022-07-22
KR102685289B1 (ko) 2024-07-16
US20190244677A1 (en) 2019-08-08
CA3036597C (en) 2023-03-28
KR102421109B1 (ko) 2022-07-14
MX2019002316A (es) 2019-06-24
JP2019532410A (ja) 2019-11-07
JP2022062189A (ja) 2022-04-19

Similar Documents

Publication Publication Date Title
JP6335260B2 (ja) ネットワークに基づく生物学的活性評価のためのシステムおよび方法
EP2016405B1 (en) Methods and apparatus for identifying disease status using biomarkers
McGurk et al. The use of missing values in proteomic data-independent acquisition mass spectrometry to enable disease activity discrimination
US10373708B2 (en) Systems and methods for generating biomarker signatures with integrated dual ensemble and generalized simulated annealing techniques
JP7275334B2 (ja) 個人の生物学的ステータスを予測するためのシステム、方法および遺伝子シグネチャ
Zheng et al. Prospective accuracy for longitudinal markers
US20250069693A1 (en) Biomarkers for Age
CA2877436C (en) Systems and methods for generating biomarker signatures
JP5854346B2 (ja) トランスクリプトーム解析方法、疾病判定方法、コンピュータプログラム、記憶媒体、及び解析装置
Miñoza et al. Biomarker discovery for meta-classification of melanoma metastatic progression using transfer learning
Khoirunnisa et al. Comprehensive review of hybrid feature selection methods for microarray-based cancer detection
CN118116602A (zh) 一种临床状态的评估方法、装置、系统及存储介质
CN121204249A (zh) 一种弥漫性大b细胞淋巴瘤的预后评估方法及系统
Vos et al. DNA methylation episignatures are sensitive and specific biomarkers for detection of patients with KAT6A/KAT6B variants
Shen et al. Deciphering the impact of senescence in kidney transplant rejection: An integrative machine learning and multi-omics analysis via bulk and single-cell RNA sequencing
JP2026511166A (ja) 1つ以上の予測バイオマーカを同定するための人工知能
Vereijken et al. Loss function influence on hyperparameter optimization for observational healthcare prediction models
Tarca et al. Human blood gene signature as a marker for smoking exposure: computational approaches of the top ranked teams in the sbv IMPROVER Systems Toxicology challenge
Deng et al. Introduction to the development and validation of predictive biomarker models from high-throughput data sets
Rekaya et al. Misclassification in binary responses and effect on genome-wide association studies
HK40130671A (en) Artificial intelligence for identifying one or more predictive biomarkers
CN121439231A (zh) 一种基于cfDNA核小体定位图谱与关联突变的肿瘤风险评估方法和系统
CN121347823A (zh) 一种用于评估个体放射敏感性的钙离子结合蛋白标志物组合及其应用
Mondry et al. DNA expression microarrays may be the wrong tool to identify biological pathways
HK1211360B (en) Systems and methods relating to network-based biomarker signatures

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination