CN101292245B - 识别统计线性数据的设备和方法 - Google Patents

识别统计线性数据的设备和方法 Download PDF

Info

Publication number
CN101292245B
CN101292245B CN2006800162194A CN200680016219A CN101292245B CN 101292245 B CN101292245 B CN 101292245B CN 2006800162194 A CN2006800162194 A CN 2006800162194A CN 200680016219 A CN200680016219 A CN 200680016219A CN 101292245 B CN101292245 B CN 101292245B
Authority
CN
China
Prior art keywords
data
data points
level
original set
smooth
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.)
Expired - Fee Related
Application number
CN2006800162194A
Other languages
English (en)
Chinese (zh)
Other versions
CN101292245A (zh
Inventor
J·雷纳
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.)
Bio Rad Laboratories Inc
Original Assignee
Bio Rad Laboratories 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
Priority claimed from US11/432,856 external-priority patent/US7647187B2/en
Application filed by Bio Rad Laboratories Inc filed Critical Bio Rad Laboratories Inc
Publication of CN101292245A publication Critical patent/CN101292245A/zh
Application granted granted Critical
Publication of CN101292245B publication Critical patent/CN101292245B/zh
Anticipated expiration legal-status Critical
Expired - Fee Related legal-status Critical Current

Links

Images

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • 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
    • C12Q1/6844—Nucleic acid amplification reactions
    • C12Q1/6851—Quantitative amplification
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2218/00—Aspects of pattern recognition specially adapted for signal processing
    • G06F2218/08—Feature extraction
    • G06F2218/10—Feature extraction by analysing the shape of a waveform, e.g. extracting parameters relating to peaks

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Biology (AREA)
  • Evolutionary Computation (AREA)
  • Physics & Mathematics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Artificial Intelligence (AREA)
  • Complex Calculations (AREA)
  • Apparatus Associated With Microorganisms And Enzymes (AREA)
  • Measuring Or Testing Involving Enzymes Or Micro-Organisms (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Measurement And Recording Of Electrical Phenomena And Electrical Characteristics Of The Living Body (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
  • Measuring Pulse, Heart Rate, Blood Pressure Or Blood Flow (AREA)
  • Radar Systems Or Details Thereof (AREA)
CN2006800162194A 2005-05-13 2006-05-12 识别统计线性数据的设备和方法 Expired - Fee Related CN101292245B (zh)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US68118205P 2005-05-13 2005-05-13
US60/681,182 2005-05-13
US11/432,856 US7647187B2 (en) 2005-05-13 2006-05-11 Identifying statistically linear data
US11/432,856 2006-05-11
PCT/US2006/018549 WO2006124673A2 (en) 2005-05-13 2006-05-12 Identifying statistically linear data

Publications (2)

Publication Number Publication Date
CN101292245A CN101292245A (zh) 2008-10-22
CN101292245B true CN101292245B (zh) 2013-04-17

Family

ID=37431939

Family Applications (1)

Application Number Title Priority Date Filing Date
CN2006800162194A Expired - Fee Related CN101292245B (zh) 2005-05-13 2006-05-12 识别统计线性数据的设备和方法

Country Status (6)

Country Link
EP (1) EP1880334A4 (https=)
JP (1) JP5091122B2 (https=)
CN (1) CN101292245B (https=)
AU (1) AU2006247597B2 (https=)
CA (1) CA2603389C (https=)
WO (1) WO2006124673A2 (https=)

Families Citing this family (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20090119020A1 (en) * 2007-09-25 2009-05-07 Roche Molecular Systems, Inc. Pcr elbow determination using quadratic test for curvature analysis of a double sigmoid
WO2009054474A1 (ja) * 2007-10-26 2009-04-30 Toppan Printing Co., Ltd. アレル判定装置及び方法、ならびに、コンピュータプログラム
WO2010030686A1 (en) * 2008-09-09 2010-03-18 Bio-Rad Laboratories, Inc. Multi-stage, regression-based pcr analysis system
US8219366B2 (en) * 2009-08-26 2012-07-10 Roche Molecular Sytems, Inc. Determination of elbow values for PCR for parabolic shaped curves
JP5379044B2 (ja) 2010-02-25 2013-12-25 株式会社日立ハイテクノロジーズ 自動分析装置
US10176293B2 (en) 2012-10-02 2019-01-08 Roche Molecular Systems, Inc. Universal method to determine real-time PCR cycle threshold values
CN116027439A (zh) * 2022-11-28 2023-04-28 陕煤集团神木张家峁矿业有限公司 一种瞬变电磁法低信噪比观测数据标准差估计方法及系统

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1311891A (zh) * 1998-05-27 2001-09-05 艾利森电话股份有限公司 用线性卷积和因果滤波进行频谱减除以降低信号噪声

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CA2139070C (en) * 1994-12-23 2010-03-30 Burton W. Blais Method for enhancing detection ability of nucleic acid assays employing polymerase chain reaction
AU2002232391A1 (en) * 2000-10-25 2002-05-06 City Of Hope Candidate region mismatch scanning for genotyping and mutation detection
US7228237B2 (en) * 2002-02-07 2007-06-05 Applera Corporation Automatic threshold setting and baseline determination for real-time PCR
US20050069904A1 (en) * 2003-09-29 2005-03-31 Stuart Peirson Analysis of real-time PCR data

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1311891A (zh) * 1998-05-27 2001-09-05 艾利森电话股份有限公司 用线性卷积和因果滤波进行频谱减除以降低信号噪声

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
Keertan Dheda, Jim F.Huggett, Stephen A. Bustin, MargaretA. Johnson, Graham Rook, and Alimuddin Zumla.Validation of housekeeping genes for normalizing RNAexpression in real-time PCR.Bio TechniquesVol.37.2004,Vol.37pages 112-119,especially page 112. *
Kenneth J,Livak and Thomas D,Schmittgen.Analysis of Relative Gene Expresion Data Using Real-TimeQuantitative PCR and the 2-deldelct Method.Methods 2001Vol.25.2001,Vol.25402-408,especially page 402. *

Also Published As

Publication number Publication date
JP2008546048A (ja) 2008-12-18
EP1880334A4 (en) 2010-01-20
AU2006247597A1 (en) 2006-11-23
WO2006124673A3 (en) 2008-04-17
CA2603389A1 (en) 2006-11-23
JP5091122B2 (ja) 2012-12-05
AU2006247597B2 (en) 2010-02-11
CN101292245A (zh) 2008-10-22
WO2006124673A2 (en) 2006-11-23
CA2603389C (en) 2012-07-10
EP1880334A2 (en) 2008-01-23

Similar Documents

Publication Publication Date Title
JP6388627B2 (ja) 情報システムを用いて反応を解析する方法およびシステム
US11257570B2 (en) Differential dissociation and melting curve peak detection
JP5166608B2 (ja) 多段階回帰ベースｐｃｒ解析システム
US7720611B2 (en) Baselining amplification data
JP6907388B2 (ja) 核酸増幅反応を分析するための分析方法およびシステム
JP2016506513A (ja) 体液試料を分析する方法
CN101292245B (zh) 识别统计线性数据的设备和方法
US7647187B2 (en) Identifying statistically linear data
US20120040348A1 (en) Methods for nucleic acid quantification
CN107075567A (zh) 用于荧光数据校正的方法
JP5313663B2 (ja) 増幅データのベースライン化
WO2015054259A1 (en) Systems and methods for determining an unknown characteristic of a sample
EP1880203A2 (en) Baselining amplification data

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C14 Grant of patent or utility model
GR01 Patent grant
CF01 Termination of patent right due to non-payment of annual fee

Granted publication date: 20130417

Termination date: 20150512

EXPY Termination of patent right or utility model