CN109689892A - 用于检测寻常型间质性肺炎的方法和系统 - Google Patents

用于检测寻常型间质性肺炎的方法和系统 Download PDF

Info

Publication number
CN109689892A
CN109689892A CN201780055050.1A CN201780055050A CN109689892A CN 109689892 A CN109689892 A CN 109689892A CN 201780055050 A CN201780055050 A CN 201780055050A CN 109689892 A CN109689892 A CN 109689892A
Authority
CN
China
Prior art keywords
uip
sample
expression level
expression
classifier
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
CN201780055050.1A
Other languages
English (en)
Chinese (zh)
Inventor
G·C·肯尼迪
黄静
Y·崔
丹尼尔·潘克拉茨
帕特里克·肖恩·沃尔什
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.)
Veracyte Inc
Original Assignee
Veracyte 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 Veracyte Inc filed Critical Veracyte Inc
Publication of CN109689892A publication Critical patent/CN109689892A/zh
Pending legal-status Critical Current

Links

Classifications

    • CCHEMISTRY; METALLURGY
    • C12BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12QMEASURING 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
    • C12Q1/00Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions
    • C12Q1/68Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions involving nucleic acids
    • C12Q1/6844Nucleic acid amplification reactions
    • C12Q1/686Polymerase chain reaction [PCR]
    • CCHEMISTRY; METALLURGY
    • C12BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12QMEASURING 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
    • C12Q1/00Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions
    • C12Q1/68Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions involving nucleic acids
    • C12Q1/6876Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes
    • C12Q1/6883Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes for diseases caused by alterations of genetic material
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61PSPECIFIC THERAPEUTIC ACTIVITY OF CHEMICAL COMPOUNDS OR MEDICINAL PREPARATIONS
    • A61P11/00Drugs for disorders of the respiratory system
    • CCHEMISTRY; METALLURGY
    • C12BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12QMEASURING 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
    • C12Q1/00Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions
    • C12Q1/68Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions involving nucleic acids
    • C12Q1/6813Hybridisation assays
    • C12Q1/6834Enzymatic or biochemical coupling of nucleic acids to a solid phase
    • C12Q1/6837Enzymatic or biochemical coupling of nucleic acids to a solid phase using probe arrays or probe chips
    • CCHEMISTRY; METALLURGY
    • C12BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12QMEASURING 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
    • C12Q1/00Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions
    • C12Q1/68Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions involving nucleic acids
    • C12Q1/6876Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16BBIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B40/00ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
    • G16B40/20Supervised data analysis
    • CCHEMISTRY; METALLURGY
    • C12BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12QMEASURING 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
    • C12Q2600/00Oligonucleotides characterized by their use
    • C12Q2600/112Disease subtyping, staging or classification
    • CCHEMISTRY; METALLURGY
    • C12BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12QMEASURING 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
    • C12Q2600/00Oligonucleotides characterized by their use
    • C12Q2600/118Prognosis of disease development
    • CCHEMISTRY; METALLURGY
    • C12BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12QMEASURING 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
    • C12Q2600/00Oligonucleotides characterized by their use
    • C12Q2600/158Expression markers
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16BBIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B40/00ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding

Landscapes

  • Chemical & Material Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Organic Chemistry (AREA)
  • Proteomics, Peptides & Aminoacids (AREA)
  • Wood Science & Technology (AREA)
  • Zoology (AREA)
  • Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Analytical Chemistry (AREA)
  • Biotechnology (AREA)
  • Biophysics (AREA)
  • Genetics & Genomics (AREA)
  • Microbiology (AREA)
  • Immunology (AREA)
  • General Engineering & Computer Science (AREA)
  • Biochemistry (AREA)
  • Molecular Biology (AREA)
  • Data Mining & Analysis (AREA)
  • Medical Informatics (AREA)
  • Chemical Kinetics & Catalysis (AREA)
  • Public Health (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Biology (AREA)
  • Theoretical Computer Science (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Software Systems (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Bioethics (AREA)
  • Epidemiology (AREA)
  • Databases & Information Systems (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Veterinary Medicine (AREA)
  • Medicinal Chemistry (AREA)
  • Pathology (AREA)
  • Pulmonology (AREA)
CN201780055050.1A 2016-09-07 2017-09-06 用于检测寻常型间质性肺炎的方法和系统 Pending CN109689892A (zh)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201662384609P 2016-09-07 2016-09-07
US62/384,609 2016-09-07
US201762528899P 2017-07-05 2017-07-05
US62/528,899 2017-07-05
PCT/US2017/050358 WO2018048960A1 (en) 2016-09-07 2017-09-06 Methods and systems for detecting usual interstitial pneumonia

Publications (1)

Publication Number Publication Date
CN109689892A true CN109689892A (zh) 2019-04-26

Family

ID=61562790

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201780055050.1A Pending CN109689892A (zh) 2016-09-07 2017-09-06 用于检测寻常型间质性肺炎的方法和系统

Country Status (7)

Country Link
US (2) US20190330680A1 (enExample)
EP (2) EP4424840A1 (enExample)
JP (2) JP2019528697A (enExample)
CN (1) CN109689892A (enExample)
AU (1) AU2017324949B2 (enExample)
CA (1) CA3033241A1 (enExample)
WO (1) WO2018048960A1 (enExample)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115867668A (zh) * 2020-07-01 2023-03-28 国际商业机器公司 下采样基因组序列数据

Families Citing this family (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP2360278A1 (en) 2005-04-14 2011-08-24 Trustees Of Boston University Diagnostic for lung disorders using class prediction
EP2605018A1 (en) 2006-03-09 2013-06-19 The Trustees of the Boston University Diagnostic and prognostic methods for lung disorders using gene expression profiles from nose epithelial cells
AU2008302076B2 (en) 2007-09-19 2015-06-11 The Trustees Of Boston University Identification of novel pathways for drug development for lung disease
US10236078B2 (en) 2008-11-17 2019-03-19 Veracyte, Inc. Methods for processing or analyzing a sample of thyroid tissue
EP3360978A3 (en) 2009-05-07 2018-09-26 Veracyte, Inc. Methods for diagnosis of thyroid conditions
EP2968988A4 (en) 2013-03-14 2016-11-16 Allegro Diagnostics Corp METHOD FOR EVALUATING A COPD STATUS
US11976329B2 (en) 2013-03-15 2024-05-07 Veracyte, Inc. Methods and systems for detecting usual interstitial pneumonia
US12297505B2 (en) 2014-07-14 2025-05-13 Veracyte, Inc. Algorithms for disease diagnostics
US20170335396A1 (en) 2014-11-05 2017-11-23 Veracyte, Inc. Systems and methods of diagnosing idiopathic pulmonary fibrosis on transbronchial biopsies using machine learning and high dimensional transcriptional data
EP4180531A3 (en) 2016-05-12 2023-08-23 Trustees of Boston University Nasal epithelium gene expression signature and classifier for the prediction of lung cancer
US10927417B2 (en) 2016-07-08 2021-02-23 Trustees Of Boston University Gene expression-based biomarker for the detection and monitoring of bronchial premalignant lesions
EP3886696A4 (en) * 2018-11-29 2022-08-24 SomaLogic Operating Co., Inc. PROCEDURE FOR DETERMINING DISEASE RISK USING A COMBINATION OF DOWNSAMPLING OF CLASS IMBALANCED DATASETS WITH SURVIVAL ANALYSIS
WO2020132520A2 (en) * 2018-12-20 2020-06-25 Veracyte, Inc. Methods and systems for detecting genetic fusions to identify a lung disorder
US11043304B2 (en) 2019-02-26 2021-06-22 Tempus Labs, Inc. Systems and methods for using sequencing data for pathogen detection
WO2021028726A2 (en) 2019-07-03 2021-02-18 Bostongene Corporation Systems and methods for sample preparation, sample sequencing, and sequencing data bias correction and quality control
WO2021077026A1 (en) * 2019-10-16 2021-04-22 Icahn School Of Medicine At Mount Sinai Systems and methods for detecting a disease condition
EP4150628A2 (en) * 2020-05-12 2023-03-22 Synaptic ApS An individualized group testing method for medical test samples
WO2022261437A2 (en) * 2021-06-11 2022-12-15 Acceleron Pharma Inc. Actrii proteins and uses thereof
WO2025117806A1 (en) * 2023-11-30 2025-06-05 Arizona Board Of Regents On Behalf Of Arizona State University Volatile biomarkers for discriminating valley fever from other lung infections

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20120329666A1 (en) * 2009-10-05 2012-12-27 Duke University Peripheral Blood Biomarkers for Idiopathic Interstitial Pneumonia and Methods of Use
US20140329251A1 (en) * 2011-12-09 2014-11-06 Pronota N.V. Ltbp2 as a biomarker for lung injury
CN104334744A (zh) * 2012-03-27 2015-02-04 弗·哈夫曼-拉罗切有限公司 预测、诊断和治疗特发性肺纤维化的方法
CN105247075A (zh) * 2013-03-15 2016-01-13 维拉赛特股份有限公司 用于诊断肺病的生物标记物及其使用方法
CN105378104A (zh) * 2013-03-15 2016-03-02 威拉赛特公司 用于样品分类的方法和组合物
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 (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5795782A (en) 1995-03-17 1998-08-18 President & Fellows Of Harvard College Characterization of individual polymer molecules based on monomer-interface interactions
US7258838B2 (en) 1999-06-22 2007-08-21 President And Fellows Of Harvard College Solid state molecular probe device
AU5763000A (en) 1999-06-22 2001-01-09 President And Fellows Of Harvard College Molecular and atomic scale evaluation of biopolymers
WO2006028508A2 (en) 2004-03-23 2006-03-16 President And Fellows Of Harvard College Methods and apparatus for characterizing polynucleotides
JP4533015B2 (ja) 2004-06-15 2010-08-25 キヤノン株式会社 化合物及びそれを用いた有機エレクトロルミネッセンス素子
CN102925549A (zh) 2004-08-13 2013-02-13 哈佛学院院长等 超高处理量光学-纳米孔dna读出平台

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20120329666A1 (en) * 2009-10-05 2012-12-27 Duke University Peripheral Blood Biomarkers for Idiopathic Interstitial Pneumonia and Methods of Use
US20140329251A1 (en) * 2011-12-09 2014-11-06 Pronota N.V. Ltbp2 as a biomarker for lung injury
CN104334744A (zh) * 2012-03-27 2015-02-04 弗·哈夫曼-拉罗切有限公司 预测、诊断和治疗特发性肺纤维化的方法
CN105247075A (zh) * 2013-03-15 2016-01-13 维拉赛特股份有限公司 用于诊断肺病的生物标记物及其使用方法
CN105378104A (zh) * 2013-03-15 2016-03-02 威拉赛特公司 用于样品分类的方法和组合物
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

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
SU YEON KIM等: "Classifi cation of usual interstitial pneumonia in patients with", 《LANCET RESPIR MED》 *

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115867668A (zh) * 2020-07-01 2023-03-28 国际商业机器公司 下采样基因组序列数据
CN115867668B (zh) * 2020-07-01 2025-05-02 国际商业机器公司 下采样基因组序列数据

Also Published As

Publication number Publication date
JP2022126644A (ja) 2022-08-30
EP4424840A1 (en) 2024-09-04
WO2018048960A1 (en) 2018-03-15
JP7394169B2 (ja) 2023-12-07
EP3510173A4 (en) 2020-05-20
CA3033241A1 (en) 2018-03-15
AU2017324949B2 (en) 2024-05-23
JP2019528697A (ja) 2019-10-17
US20210355524A1 (en) 2021-11-18
EP3510173A1 (en) 2019-07-17
US20190330680A1 (en) 2019-10-31
AU2017324949A1 (en) 2019-02-28

Similar Documents

Publication Publication Date Title
JP7394169B2 (ja) 通常型間質性肺炎を検出するための方法及びシステム
Jamshidi et al. Evaluation of cell-free DNA approaches for multi-cancer early detection
US12534763B2 (en) Systems and methods of diagnosing idiopathic pulmonary fibrosis
Jackson et al. Single-cell and population transcriptomics reveal pan-epithelial remodeling in type 2-high asthma
CN105247075B (zh) 用于诊断肺病的生物标记物及其使用方法
JP2020522690A (ja) 肺疾病の特定又はモニタリング方法及びシステム
CN113228190A (zh) 基于预测的肿瘤突变负荷的肿瘤分类
CN113874525A (zh) 使用无细胞信使rna的骨髓表征
US20240347200A1 (en) Systems and methods for early-stage cancer detection and subtyping
US11976329B2 (en) Methods and systems for detecting usual interstitial pneumonia
Wang et al. A plasma proteomics-based model for identifying the risk of postpartum depression using machine learning
Duong et al. A Multimodal Spatial and Epigenomic Atlas of Human Adult Lung Topography
CN119487214A (zh) 膀胱癌生物标志物和使用方法
Zhang et al. Assessing prospective molecular biomarkers and functional pathways in severe asthma based on a machine learning method and bioinformatics analyses
Lee Multimodal Profiling of Human Pancreatic Islets in Non-Diabetic and Type 2 Diabetic States
Liu Machine Learning for Clinical Trials and Precision Medicine
WO2025096423A1 (en) Improved sensitivity of tumor-informed minimal residual disease panels
Bewerunge Integrative Data Mining and Meta Analysis of Disease-Specific Large-Scale Genomic, Transcriptomic and Proteomic Data

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