Whole genome and exome sequencing reference datasets from a multi-center and cross-platform benchmark study.


Journal

Scientific data
ISSN: 2052-4463
Titre abrégé: Sci Data
Pays: England
ID NLM: 101640192

Informations de publication

Date de publication:
09 11 2021
Historique:
received: 23 03 2021
accepted: 11 10 2021
entrez: 10 11 2021
pubmed: 11 11 2021
medline: 15 12 2021
Statut: epublish

Résumé

With the rapid advancement of sequencing technologies, next generation sequencing (NGS) analysis has been widely applied in cancer genomics research. More recently, NGS has been adopted in clinical oncology to advance personalized medicine. Clinical applications of precision oncology require accurate tests that can distinguish tumor-specific mutations from artifacts introduced during NGS processes or data analysis. Therefore, there is an urgent need to develop best practices in cancer mutation detection using NGS and the need for standard reference data sets for systematically measuring accuracy and reproducibility across platforms and methods. Within the SEQC2 consortium context, we established paired tumor-normal reference samples and generated whole-genome (WGS) and whole-exome sequencing (WES) data using sixteen library protocols, seven sequencing platforms at six different centers. We systematically interrogated somatic mutations in the reference samples to identify factors affecting detection reproducibility and accuracy in cancer genomes. These large cross-platform/site WGS and WES datasets using well-characterized reference samples will represent a powerful resource for benchmarking NGS technologies, bioinformatics pipelines, and for the cancer genomics studies.

Identifiants

pubmed: 34753956
doi: 10.1038/s41597-021-01077-5
pii: 10.1038/s41597-021-01077-5
pmc: PMC8578599
doi:

Types de publication

Dataset Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

296

Subventions

Organisme : EC | European Regional Development Fund (Europski Fond za Regionalni Razvoj)
ID : Project No. 2014-2020.4.01.15-0012
Organisme : NCI NIH HHS
ID : HHSN261201500003C
Pays : United States
Organisme : Vetenskapsrådet (Swedish Research Council)
ID : 2017-00630, 2019-01976
Organisme : NIH HHS
ID : S10 OD019960
Pays : United States
Organisme : NCI NIH HHS
ID : HHSN261201500003I
Pays : United States
Organisme : NCI NIH HHS
ID : HHSN261201800001C
Pays : United States

Informations de copyright

© 2021. The Author(s).

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Auteurs

Yongmei Zhao (Y)

Advanced Biomedical and Computational Sciences, Biomedical Informatics and Data Science Directorate, Frederick National Laboratory for Cancer Research, Frederick, MD, USA. Yongmei.Zhao@nih.gov.

Li Tai Fang (LT)

Bioinformatics Research & Early Development, Roche Sequencing Solutions Inc., Belmont, CA, USA.

Tsai-Wei Shen (TW)

Advanced Biomedical and Computational Sciences, Biomedical Informatics and Data Science Directorate, Frederick National Laboratory for Cancer Research, Frederick, MD, USA.

Sulbha Choudhari (S)

Advanced Biomedical and Computational Sciences, Biomedical Informatics and Data Science Directorate, Frederick National Laboratory for Cancer Research, Frederick, MD, USA.

Keyur Talsania (K)

Advanced Biomedical and Computational Sciences, Biomedical Informatics and Data Science Directorate, Frederick National Laboratory for Cancer Research, Frederick, MD, USA.

Xiongfong Chen (X)

Advanced Biomedical and Computational Sciences, Biomedical Informatics and Data Science Directorate, Frederick National Laboratory for Cancer Research, Frederick, MD, USA.

Jyoti Shetty (J)

Sequencing Facility, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Frederick, MD, USA.

Yuliya Kriga (Y)

Sequencing Facility, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Frederick, MD, USA.

Bao Tran (B)

Sequencing Facility, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Frederick, MD, USA.

Bin Zhu (B)

Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.

Zhong Chen (Z)

Center for Genomics, School of Medicine, Loma Linda University, Loma Linda, CA, USA.

Wanqiu Chen (W)

Center for Genomics, School of Medicine, Loma Linda University, Loma Linda, CA, USA.

Charles Wang (C)

Center for Genomics, School of Medicine, Loma Linda University, Loma Linda, CA, USA.

Erich Jaeger (E)

Core Applications Group, Product Development, Illumina Inc, Foster City, CA, USA.

Daoud Meerzaman (D)

Computational Genomics and Bioinformatics Branch, Center for Biomedical Informatics and Information Technology, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.

Charles Lu (C)

AbbVie Genomics Research Center, North Chicago, IL, USA.

Kenneth Idler (K)

AbbVie Genomics Research Center, North Chicago, IL, USA.

Luyao Ren (L)

State Key Laboratory of Genetic Engineering, School of Life Sciences and Shanghai Cancer Center, Fudan University, Shanghai, China.

Yuanting Zheng (Y)

State Key Laboratory of Genetic Engineering, School of Life Sciences and Shanghai Cancer Center, Fudan University, Shanghai, China.

Leming Shi (L)

State Key Laboratory of Genetic Engineering, School of Life Sciences and Shanghai Cancer Center, Fudan University, Shanghai, China.

Virginie Petitjean (V)

Biomarker Development, Novartis Institutes for Biomedical Research, Basel, Switzerland.

Marc Sultan (M)

Biomarker Development, Novartis Institutes for Biomedical Research, Basel, Switzerland.

Tiffany Hung (T)

Companion Diagnostics Development, Oncology Biomarker Development, Genentech, South San Francisco, CA, USA.

Eric Peters (E)

Companion Diagnostics Development, Oncology Biomarker Development, Genentech, South San Francisco, CA, USA.

Jiri Drabek (J)

IMTM, Faculty of Medicine and Dentistry, Palacky University, Olomouc, Czech Republic.
Member of EATRIS ERIC - European Infrastructure for Translational Medicine, Amsterdam, The Netherlands.

Petr Vojta (P)

IMTM, Faculty of Medicine and Dentistry, Palacky University, Olomouc, Czech Republic.
Member of EATRIS ERIC - European Infrastructure for Translational Medicine, Amsterdam, The Netherlands.

Roberta Maestro (R)

Member of EATRIS ERIC - European Infrastructure for Translational Medicine, Amsterdam, The Netherlands.
Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, National Cancer Institute, Unit of Oncogenetics and Functional Oncogenomics, Aviano, Italy.

Daniela Gasparotto (D)

Member of EATRIS ERIC - European Infrastructure for Translational Medicine, Amsterdam, The Netherlands.
Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, National Cancer Institute, Unit of Oncogenetics and Functional Oncogenomics, Aviano, Italy.

Sulev Kõks (S)

Member of EATRIS ERIC - European Infrastructure for Translational Medicine, Amsterdam, The Netherlands.
Perron Institute for Neurological and Translational Science, Nedlands, Australia.
Centre for Molecular Medicine and Innovative Therapeutics, Murdoch University, Murdoch, Australia.

Ene Reimann (E)

Member of EATRIS ERIC - European Infrastructure for Translational Medicine, Amsterdam, The Netherlands.
Estonian Genome Centre, Institute of Genomics, University of Tartu, Tartu, Estonia.

Andreas Scherer (A)

Member of EATRIS ERIC - European Infrastructure for Translational Medicine, Amsterdam, The Netherlands.
Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland.

Jessica Nordlund (J)

Member of EATRIS ERIC - European Infrastructure for Translational Medicine, Amsterdam, The Netherlands.
Department of Medical Sciences, Molecular Precision Medicine and Science for Life Laboratory, Uppsala University, Uppsala, Sweden.

Ulrika Liljedahl (U)

Member of EATRIS ERIC - European Infrastructure for Translational Medicine, Amsterdam, The Netherlands.
Department of Medical Sciences, Molecular Precision Medicine and Science for Life Laboratory, Uppsala University, Uppsala, Sweden.

Jonathan Foox (J)

Department of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, USA.

Christopher E Mason (CE)

Department of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, USA.

Chunlin Xiao (C)

National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD, USA.

Huixiao Hong (H)

National Center for Toxicological Research, U.S. Food and Drug Administration, FDA, Jefferson, AR, USA.

Wenming Xiao (W)

The Center for Drug Evaluation and Research, U.S. Food and Drug Administration, FDA, Silver Spring, MD, USA. Wenming.Xiao@fda.hhs.gov.

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Classifications MeSH