Evidence map›Paper›PMID 34753956›Full record

ArticleScientific data2021

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

Yongmei Zhao, Li Tai Fang, Tsai-Wei Shen, Sulbha Choudhari, Keyur Talsania, Xiongfong Chen, Jyoti Shetty, Yuliya Kriga, Bao Tran, Bin Zhu and 28 more

Abstract readDataset
In one paragraph

Article in Scientific data, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers.

0numbers the graph read from it
0cells of the map it votes in
38citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

38 citing papers in PubMed.

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  11. Clinical Safety and Tolerability ofFood science & nutrition · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

38 authors.

Yongmei ZhaoAdvanced Biomedical and Computational Sciences, Biomedical Informatics and Data Science Directorate, Frederick National Laboratory for Cancer Research, Frederick, MD, USA. Yongmei.Zhao@nih.gov.ORCID 0000-0003-0800-4658
Li Tai FangBioinformatics Research & Early Development, Roche Sequencing Solutions Inc., Belmont, CA, USA.ORCID 0000-0003-3201-5162
Tsai-Wei ShenAdvanced Biomedical and Computational Sciences, Biomedical Informatics and Data Science Directorate, Frederick National Laboratory for Cancer Research, Frederick, MD, USA.ORCID 0000-0001-9644-1748
Sulbha ChoudhariAdvanced Biomedical and Computational Sciences, Biomedical Informatics and Data Science Directorate, Frederick National Laboratory for Cancer Research, Frederick, MD, USA.
Keyur TalsaniaAdvanced Biomedical and Computational Sciences, Biomedical Informatics and Data Science Directorate, Frederick National Laboratory for Cancer Research, Frederick, MD, USA.
Xiongfong ChenAdvanced Biomedical and Computational Sciences, Biomedical Informatics and Data Science Directorate, Frederick National Laboratory for Cancer Research, Frederick, MD, USA.
Jyoti ShettySequencing Facility, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Frederick, MD, USA.
Yuliya KrigaSequencing Facility, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Frederick, MD, USA.
Bao TranSequencing Facility, Cancer Research Technology Program, Frederick National Laboratory for Cancer Research, Frederick, MD, USA.
Bin ZhuDivision of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.ORCID 0000-0003-0172-5516
Zhong ChenCenter for Genomics, School of Medicine, Loma Linda University, Loma Linda, CA, USA.
Wanqiu ChenCenter for Genomics, School of Medicine, Loma Linda University, Loma Linda, CA, USA.ORCID 0000-0003-3706-7834
Charles WangCenter for Genomics, School of Medicine, Loma Linda University, Loma Linda, CA, USA.ORCID 0000-0001-8861-2121
Erich JaegerCore Applications Group, Product Development, Illumina Inc, Foster City, CA, USA.
Daoud MeerzamanComputational Genomics and Bioinformatics Branch, Center for Biomedical Informatics and Information Technology, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
Charles LuAbbVie Genomics Research Center, North Chicago, IL, USA.
Kenneth IdlerAbbVie Genomics Research Center, North Chicago, IL, USA.
Luyao RenState Key Laboratory of Genetic Engineering, School of Life Sciences and Shanghai Cancer Center, Fudan University, Shanghai, China.
Yuanting ZhengState Key Laboratory of Genetic Engineering, School of Life Sciences and Shanghai Cancer Center, Fudan University, Shanghai, China.
Leming ShiState Key Laboratory of Genetic Engineering, School of Life Sciences and Shanghai Cancer Center, Fudan University, Shanghai, China.
Virginie PetitjeanBiomarker Development, Novartis Institutes for Biomedical Research, Basel, Switzerland.
Marc SultanBiomarker Development, Novartis Institutes for Biomedical Research, Basel, Switzerland.
Tiffany HungCompanion Diagnostics Development, Oncology Biomarker Development, Genentech, South San Francisco, CA, USA.
Eric PetersCompanion Diagnostics Development, Oncology Biomarker Development, Genentech, South San Francisco, CA, USA.
Jiri DrabekIMTM, Faculty of Medicine and Dentistry, Palacky University, Olomouc, Czech Republic.
Petr VojtaIMTM, Faculty of Medicine and Dentistry, Palacky University, Olomouc, Czech Republic.
Roberta MaestroMember of EATRIS ERIC - European Infrastructure for Translational Medicine, Amsterdam, The Netherlands.
Daniela GasparottoMember of EATRIS ERIC - European Infrastructure for Translational Medicine, Amsterdam, The Netherlands.
Sulev KõksMember of EATRIS ERIC - European Infrastructure for Translational Medicine, Amsterdam, The Netherlands.ORCID 0000-0001-6087-6643
Ene ReimannMember of EATRIS ERIC - European Infrastructure for Translational Medicine, Amsterdam, The Netherlands.ORCID 0000-0002-5410-4433
Andreas SchererMember of EATRIS ERIC - European Infrastructure for Translational Medicine, Amsterdam, The Netherlands.
Jessica NordlundMember of EATRIS ERIC - European Infrastructure for Translational Medicine, Amsterdam, The Netherlands.
Ulrika LiljedahlMember of EATRIS ERIC - European Infrastructure for Translational Medicine, Amsterdam, The Netherlands.
Jonathan FooxDepartment of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, USA.
Christopher E MasonDepartment of Physiology and Biophysics, Weill Cornell Medicine, New York, NY, USA.ORCID 0000-0002-1850-1642
Chunlin XiaoNational Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD, USA.ORCID 0000-0001-8702-4889
Huixiao HongNational Center for Toxicological Research, U.S. Food and Drug Administration, FDA, Jefferson, AR, USA.ORCID 0000-0001-8087-3968
Wenming XiaoThe Center for Drug Evaluation and Research, U.S. Food and Drug Administration, FDA, Silver Spring, MD, USA. Wenming.Xiao@fda.hhs.gov.ORCID 0000-0003-4096-9724

Funding

High Throughput DNA SequencerS10OD019960 · OD · LOMA LINDA UNIVERSITY · PI WANG, CHARLES · 2015 to 2015
$272k
EC | European Regional Development Fund (Europski Fond za Regionalni Razvoj) Project No. 2014-2020.4.01.15-0012NCI NIH HHS HHSN261201500003CNCI NIH HHS HHSN261201500003INCI NIH HHS HHSN261201800001CNIH HHS S10 OD019960Vetenskapsrådet (Swedish Research Council) 2017-00630, 2019-01976
6 · The paper itself

Abstract

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.

Indexed as

Exome SequencingGenome, HumanWhole Genome SequencingBenchmarkingCell Line, TumorComputational BiologyGenomicsHumansNeoplasmsPrecision Medicine

Identifiers

PMID34753956
PMCPMC8578599

What OpenQuestion holds

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Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.