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SG11201810924WA - System and method for secondary analysis of nucleotide sequencing data - Google Patents

System and method for secondary analysis of nucleotide sequencing data

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Publication number
SG11201810924WA
SG11201810924WA SG11201810924WA SG11201810924WA SG11201810924WA SG 11201810924W A SG11201810924W A SG 11201810924WA SG 11201810924W A SG11201810924W A SG 11201810924WA SG 11201810924W A SG11201810924W A SG 11201810924WA SG 11201810924W A SG11201810924W A SG 11201810924WA
Authority
SG
Singapore
Prior art keywords
illumina
international
san diego
way
secondary analysis
Prior art date
Application number
SG11201810924WA
Inventor
Francisco Garcia
Come Raczy
Aaron Day
Michael Carney
Original Assignee
Illumina 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 Illumina Inc filed Critical Illumina Inc
Publication of SG11201810924WA publication Critical patent/SG11201810924WA/en

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    • 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
    • G16B30/00ICT specially adapted for sequence analysis involving nucleotides or amino acids
    • G16B30/10Sequence alignment; Homology search
    • 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
    • G16B20/00ICT specially adapted for functional genomics or proteomics, e.g. genotype-phenotype associations
    • G16B20/20Allele or variant detection, e.g. single nucleotide polymorphism [SNP] detection
    • 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
    • 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
    • C12Q1/6869Methods for sequencing
    • 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
    • G16B20/00ICT specially adapted for functional genomics or proteomics, e.g. genotype-phenotype associations
    • 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
    • G16B30/00ICT specially adapted for sequence analysis involving nucleotides or amino acids
    • 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
    • G16B30/00ICT specially adapted for sequence analysis involving nucleotides or amino acids
    • G16B30/20Sequence assembly
    • 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
    • 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
    • G16B40/30Unsupervised data analysis
    • 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
    • G16B50/00ICT programming tools or database systems specially adapted for bioinformatics
    • G16B50/30Data warehousing; Computing architectures

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  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Chemical & Material Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Proteomics, Peptides & Aminoacids (AREA)
  • Biophysics (AREA)
  • General Health & Medical Sciences (AREA)
  • Biotechnology (AREA)
  • Medical Informatics (AREA)
  • Analytical Chemistry (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Theoretical Computer Science (AREA)
  • Organic Chemistry (AREA)
  • Molecular Biology (AREA)
  • Genetics & Genomics (AREA)
  • Zoology (AREA)
  • Wood Science & Technology (AREA)
  • Data Mining & Analysis (AREA)
  • Immunology (AREA)
  • Microbiology (AREA)
  • General Engineering & Computer Science (AREA)
  • Biochemistry (AREA)
  • Software Systems (AREA)
  • Databases & Information Systems (AREA)
  • Epidemiology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Bioethics (AREA)
  • Artificial Intelligence (AREA)
  • Public Health (AREA)
  • Evolutionary Computation (AREA)
  • Measuring Or Testing Involving Enzymes Or Micro-Organisms (AREA)
  • Apparatus Associated With Microorganisms And Enzymes (AREA)

Abstract

ReceiveImaging Data of a Sequencing Cycle V Determine Bases and Quay Scores for Bases Determined 615 W O 20 18/0680 14 A9 (12) INTERNATIONAL APPLICATION PUBLISHED UNDER THE PATENT COOPERATION TREATY (PCT) CORRECTED VERSION (19) World Intellectual Property Organization International Bureau (43) International Publication Date 111111111111011010101111101111010 0111011011 101 IIMOEHRM110111 (10) International Publication Number WO 2018/068014 A9 12 April 2018 (12.04.2018) Wi P 0 I PCT START ) - 1 05 (51) International Patent Classification: GO6F 19/18 (2011.01) G06F 19/22 (2011.01) (21) International Application Number: PCT/US2017/055653 (22) International Filing Date: 06 October 2017 (06.10.2017) (25) Filing Language: English (26) Publication Language: English (30) Priority Data: 62/405,824 07 October 2016 (07.10.2016) US (71) Applicant: ILLUMINA, INC. [US/US]; 5200 Illumina Way, San Diego, CA 92122 (US). (72) Inventors: GARCIA, Francisco, Jose; C/o Illumina, Inc., 5200 Illumina Way, San Diego, CA 92122 (US). RACZY, Come; C/o Illumina, Inc., 5200 Illumina Way, San Diego, CA 92122 (US). DAY, Aaron; C/o Illumina, Inc., 5200 Illumina Way, San Diego, CA 92122 (US). CARNEY, Michael, J.; C/o Illumina, Inc., 5200 Illumina Way, San Diego, CA 92122 (US). (74) Agent: FULLER, Michael, L.; Knobbe Martens Olson & Bear LLP, 2040 Main Street, Fourteenth Floor, Irvine, CA 92614 (US). (81) Designated States (unless otherwise indicated, for every kind of national protection available): AE, AG, AL, AM, AO, AT, AU, AZ, BA, BB, BG, BH, BN, BR, BW, BY, BZ, CA, CH, CL, CN, CO, CR, CU, CZ, DE, DJ, DK, DM, DO, DZ, EC, EE, EG, ES, FI, GB, GD, GE, GH, GM, GT, HN, HR, HU, ID, IL, IN, IR, IS, JO, JP, KE, KG, KH, KN, KP, KR, KW, KZ, LA, LC, LK, LR, LS, LU, LY, MA, MD, ME, MG, MK, MN, MW, MX, MY, MZ, NA, NG, NI, NO, NZ, OM, PA, PE, PG, PH, PL, PT, QA, RO, RS, RU, RW, SA, SC, SD, SE, SG, SK, SL, SM, ST, SV, SY, TH, TJ, TM, TN, TR, TT, TZ, UA, UG, US, UZ, VC, VN, ZA, ZM, ZW. (84) Designated States (unless otherwise indicated, for every kind of regional protection available): ARIPO (BW, GH, GM, KE, LR, LS, MW, MZ, NA, RW, SD, SL, ST, SZ, TZ, UG, ZM, ZW), Eurasian (AM, AZ, BY, KG, KZ, RU, TJ, TM), European (AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, (54) Title: SYSTEM AND METHOD FOR SECONDARY ANALYSIS OF NUCLEOTIDE SEQUENCING DATA (57) : Disclosed herein are systems and methods for performing sec- ondary analyses of nucleotide sequencing data in a time-efficient manner. Some embodiments include performing a secondary analysis iteratively while sequence reads are generated by a sequencing system. Secondary analyses can encompass both alignment of sequence reads to a reference sequence (e.g., the human ref- erence genome sequence) and utilization of this alignment to detect differences between a sample and the reference. Secondary analysis can enable detection of genetic differences, variant detection and genotyping, identification of sin- gle nucleotide polymorphisms (SNPs), small insertions and deletion (indels) and structural changes in the DNA, such as copy number variants (CNVs) and chro- Ye 620 mosomal rearrangements. Perform AI gnment 625 Perform Valiant Calling 630 Yes 635 No ( End )1 40 FIG. 6 [Continued on next page] WO 2018/068014 A9 11111111111111011101111111111101111101001110111111011111010111111111011111101111 TR), OAPI (BF, BJ, CF, CG, CI, CM, GA, GN, GQ, GW, KM, ML, MR, NE, SN, TD, TG). Published: with international search report (Art. 21(3)) with information concerning authorization of rectification of an obvious mistake under Rule 91.3 (b) (Rule 48.2(0) (48) Date of publication of this corrected version: 30 August 2018 (30.08.2018) (15) Information about Correction: see Notice of 30 August 2018 (30.08.2018)
SG11201810924WA 2016-10-07 2017-10-06 System and method for secondary analysis of nucleotide sequencing data SG11201810924WA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US201662405824P 2016-10-07 2016-10-07
PCT/US2017/055653 WO2018068014A1 (en) 2016-10-07 2017-10-06 System and method for secondary analysis of nucleotide sequencing data

Publications (1)

Publication Number Publication Date
SG11201810924WA true SG11201810924WA (en) 2019-01-30

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SG10201911912XA SG10201911912XA (en) 2016-10-07 2017-10-06 System and method for secondary analysis of nucleotide sequencing data
SG11201810924WA SG11201810924WA (en) 2016-10-07 2017-10-06 System and method for secondary analysis of nucleotide sequencing data

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Country Status (15)

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US (2) US11646102B2 (en)
EP (2) EP4586258A1 (en)
JP (3) JP6898441B2 (en)
KR (3) KR102515638B1 (en)
CN (2) CN115810396A (en)
AU (3) AU2017341069A1 (en)
BR (1) BR122023004154A2 (en)
CA (1) CA3027179C (en)
IL (2) IL300135B2 (en)
MX (2) MX2018015412A (en)
MY (2) MY193917A (en)
RU (1) RU2741807C2 (en)
SG (2) SG10201911912XA (en)
WO (1) WO2018068014A1 (en)
ZA (2) ZA201808277B (en)

Families Citing this family (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103748236B (en) 2011-04-15 2018-12-25 约翰·霍普金斯大学 Safe sequencing system
AU2013338393C1 (en) 2012-10-29 2024-07-25 The Johns Hopkins University Papanicolaou test for ovarian and endometrial cancers
WO2017027653A1 (en) 2015-08-11 2017-02-16 The Johns Hopkins University Assaying ovarian cyst fluid
EP3555318A1 (en) * 2016-12-15 2019-10-23 Illumina, Inc. Methods and systems for determining paralogs
CN111868260B (en) 2017-08-07 2025-02-21 约翰斯霍普金斯大学 Methods and materials for evaluating and treating cancer
WO2020092309A1 (en) 2018-10-31 2020-05-07 Illumina, Inc. Systems and methods for grouping and collapsing sequencing reads
US11210554B2 (en) * 2019-03-21 2021-12-28 Illumina, Inc. Artificial intelligence-based generation of sequencing metadata
MX2020014030A (en) 2019-05-24 2021-03-09 Illumina Inc Flexible seed extension for hash table genomic mapping.
KR102292599B1 (en) * 2019-11-06 2021-08-23 주식회사 뷰웍스 Optical analysis device and optical analysis method
CA3170345A1 (en) 2020-02-14 2021-08-19 The Johns Hopkins University Methods and materials for assessing nucleic acids
WO2021183833A1 (en) * 2020-03-11 2021-09-16 Illumina, Inc. Incremental secondary analysis of nucleic acid sequences
US12006539B2 (en) * 2020-03-17 2024-06-11 Western Digital Technologies, Inc. Reference-guided genome sequencing
CN113436683B (en) * 2020-03-23 2024-08-16 北京合生基因科技有限公司 Method and system for screening candidate inserts
AU2022202798A1 (en) * 2021-05-26 2022-12-15 Genieus Genomics Pty Ltd Processing sequencing data relating to amyotrophic lateral sclerosis
CN113299344A (en) * 2021-06-23 2021-08-24 深圳华大医学检验实验室 Gene sequencing analysis method, gene sequencing analysis device, storage medium and computer equipment
KR20250109684A (en) * 2022-10-13 2025-07-17 엘리먼트 바이오사이언스, 인크. Separation of sequence analysis data while executing sequence analysis in next-generation sequencing data analysis
WO2025240241A1 (en) * 2024-05-13 2025-11-20 Illumina, Inc. Modifying sequencing cycles during a sequencing run to meet customized coverage estimations for a target genomic region
CN119360966B (en) * 2024-12-24 2025-04-04 苏州大学 Genome assembly method and system based on iterative k-mer decomposition

Family Cites Families (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CA2357263A1 (en) 2001-09-07 2003-03-07 Bioinformatics Solutions Inc. New methods for faster and more sensitive homology search in dna sequences
US7575865B2 (en) * 2003-01-29 2009-08-18 454 Life Sciences Corporation Methods of amplifying and sequencing nucleic acids
AU2005327056B2 (en) * 2005-02-11 2010-09-16 Smartgene Gmbh Computer-implemented method and computer-based system for validating DNA sequencing data
DK2511843T3 (en) * 2009-04-29 2017-03-27 Complete Genomics Inc METHOD AND SYSTEM FOR DETERMINING VARIATIONS IN A SAMPLE POLYNUCLEOTIDE SEQUENCE IN TERMS OF A REFERENCE POLYNUCLEOTIDE SEQUENCE
WO2011137368A2 (en) * 2010-04-30 2011-11-03 Life Technologies Corporation Systems and methods for analyzing nucleic acid sequences
US20120203792A1 (en) 2011-02-01 2012-08-09 Life Technologies Corporation Systems and methods for mapping sequence reads
US20140242588A1 (en) * 2011-10-06 2014-08-28 Sequenom, Inc Methods and processes for non-invasive assessment of genetic variations
US10424394B2 (en) * 2011-10-06 2019-09-24 Sequenom, Inc. Methods and processes for non-invasive assessment of genetic variations
KR101394339B1 (en) * 2012-03-06 2014-05-13 삼성에스디에스 주식회사 System and method for processing genome sequence in consideration of seed length
US20130345066A1 (en) * 2012-05-09 2013-12-26 Life Technologies Corporation Systems and methods for identifying sequence variation
US10504613B2 (en) * 2012-12-20 2019-12-10 Sequenom, Inc. Methods and processes for non-invasive assessment of genetic variations
KR101481457B1 (en) * 2012-10-29 2015-01-12 삼성에스디에스 주식회사 System and method for aligning genome sequence considering entire read
US20140238250A1 (en) * 2013-02-28 2014-08-28 Wki Holding Company, Inc. Microwavable Heating Element and Composition
WO2014152990A1 (en) * 2013-03-14 2014-09-25 University Of Rochester System and method for detecting population variation from nucleic acid sequencing data
WO2014186604A1 (en) * 2013-05-15 2014-11-20 Edico Genome Corp. Bioinformatics systems, apparatuses, and methods executed on an integrated circuit processing platform
US10191929B2 (en) 2013-05-29 2019-01-29 Noblis, Inc. Systems and methods for SNP analysis and genome sequencing
RU2539038C1 (en) * 2013-11-02 2015-01-10 Общество с ограниченной ответственностью "Гамма" Dna sequencing method and device therefor (versions)
WO2016062713A1 (en) * 2014-10-21 2016-04-28 Barcelona Supercomputing Center - Centro Nacional De Supercomputación A computational method for the identification of variants in nucleic acid sequences
CN104462211B (en) * 2014-11-04 2018-01-02 北京诺禾致源科技股份有限公司 The processing method and processing unit of weight sequencing data

Also Published As

Publication number Publication date
IL263512B2 (en) 2023-09-01
US20190385699A1 (en) 2019-12-19
ZA202101720B (en) 2023-05-31
CN109416927A (en) 2019-03-01
KR102515638B1 (en) 2023-03-29
US20230410945A1 (en) 2023-12-21
JP6898441B2 (en) 2021-07-07
JP2019522861A (en) 2019-08-15
IL263512B1 (en) 2023-05-01
CA3027179A1 (en) 2018-04-12
CN109416927B (en) 2023-05-02
JP2020144936A (en) 2020-09-10
KR20190017825A (en) 2019-02-20
IL300135B1 (en) 2024-02-01
IL263512A (en) 2019-03-31
MY193917A (en) 2022-11-01
IL300135B2 (en) 2024-06-01
IL300135A (en) 2023-03-01
BR112018076983A2 (en) 2019-04-16
MY209503A (en) 2025-07-12
KR20220047887A (en) 2022-04-19
BR122023004154A2 (en) 2023-10-10
AU2021277671B2 (en) 2023-10-12
KR20230044335A (en) 2023-04-03
EP3458993A1 (en) 2019-03-27
AU2021277671A1 (en) 2021-12-23
EP4586258A1 (en) 2025-07-16
RU2018143972A3 (en) 2020-06-15
US11646102B2 (en) 2023-05-09
ZA201808277B (en) 2022-06-29
CA3027179C (en) 2023-06-27
KR102694651B1 (en) 2024-08-12
WO2018068014A9 (en) 2018-08-30
JP2022060425A (en) 2022-04-14
KR102384832B1 (en) 2022-04-08
WO2018068014A1 (en) 2018-04-12
MX2022011757A (en) 2022-10-18
JP7387777B2 (en) 2023-11-28
BR112018076983A8 (en) 2023-10-10
RU2741807C2 (en) 2021-01-28
MX2018015412A (en) 2019-05-27
AU2020207826B2 (en) 2021-09-09
CN115810396A (en) 2023-03-17
SG10201911912XA (en) 2020-02-27
AU2020207826A1 (en) 2020-08-13
AU2017341069A1 (en) 2019-01-24
JP7051937B2 (en) 2022-04-11
RU2018143972A (en) 2020-06-15

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