Grant Details
Grant Number: |
1U01CA209936-01 Interpret this number |
Primary Investigator: |
Griffith, Obi |
Organization: |
Washington University |
Project Title: |
Development of Informatics Resources for Interpretation of Clinically Actionable Variants in Cancer |
Fiscal Year: |
2016 |
Abstract
Abstract
Clinical cancer sequencing will increasingly be used to identify genomic alterations that are relevant to
understanding cancer progression and improving clinical decision making for individual patients. Currently, the
most critical bottleneck in the precision medicine workflow is at the interpretation step. However, there are few
resources to help with the prioritization and interpretation of these alterations in a clinical context. Multiple
groups are building their own databases documenting clinical interpretation of tumor mutations as they are
observed in those groups. This represents a largely redundant effort with no mechanisms for capturing
evolving evidence from the biomedical literature. Public knowledgebases are needed with sophisticated
application programming interfaces (APIs) that allow rapid intersection of genomic alterations with
interpretations of their clinical actionability. The goal of this proposal is to develop such an expert-curated
knowledgebase, web interface and API for Clinical Interpretation of Variants in Cancer (CIViC -
www.civicdb.org). The knowledge created from this effort will be freely available and the product of open
discussion across a diverse community. This will require an interdisciplinary approach to combine the expertise
of genome scientists and cancer researchers, whose efforts are otherwise often isolated. Content will be
created with transparency, kept current, be comprehensive, track provenance, and acknowledge the efforts of
creators. It will cover all types of alterations from single nucleotide variants to structural variants, RNA fusions,
expression changes, epigenetic alterations and others. The interface will capture both structured statements of
evidence for actionability to allow computational data mining and also human-readable interpretations. Content
and software will be unencumbered and easy to access to encourage both academic and commercial
engagement. In order to achieve these goals CIViC will require well-designed data standards, use of structured
vocabularies, and a user-friendly curation interface that balances data mining needs with human accessibility.
Focused `hackathons' and curation meetings will be organized to establish community standards and
coordinate with synergistic efforts by the Global Alliance for Genomics and Health (GA4GH) and ClinGen
working groups. The CIViC resource will serve as the foundation for development of applications critical to
widespread implementation of precision medicine for cancer. Specifically, it will facilitate rapid generation of
targeted sequencing assays, automated clinical report generation, and other applications built upon the open
CIViC standards and APIs.
Publications
Neoantigen landscape supports feasibility of personalized cancer vaccine for follicular lymphoma.
Authors: Ramirez C.A.
, Becker-Hapak M.
, Singhal K.
, Russler-Germain D.A.
, Frenkel F.
, Barnell E.K.
, McClain E.D.
, Desai S.
, Schappe T.
, Onyeador O.C.
, et al.
.
Source: Blood Advances, 2024-08-13 00:00:00.0; 8(15), p. 4035-4049.
PMID: 38713894
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pVACview: an interactive visualization tool for efficient neoantigen prioritization and selection.
Authors: Xia H.
, Hoang M.
, Schmidt E.
, Kiwala S.
, McMichael J.
, Skidmore Z.L.
, Fisk B.
, Song J.J.
, Hundal J.
, Mooney T.
, et al.
.
Source: Arxiv, 2024-06-11 00:00:00.0; , .
EPub date: 2024-06-11 00:00:00.0.
PMID: 38947921
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Ultra-Deep Sequencing Reveals the Mutational Landscape of Classical Hodgkin Lymphoma.
Authors: Gomez F.
, Fisk B.
, McMichael J.F.
, Mosior M.
, Foltz J.A.
, Skidmore Z.L.
, Duncavage E.J.
, Miller C.A.
, Abel H.
, Li Y.S.
, et al.
.
Source: Cancer Research Communications, 2023-11-15 00:00:00.0; 3(11), p. 2312-2330.
PMID: 37910143
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Endothelial cells are a key target of IFN-g during response to combined PD-1/CTLA-4 ICB treatment in a mouse model of bladder cancer.
Authors: Freshour S.L.
, Chen T.H.
, Fisk B.
, Shen H.
, Mosior M.
, Skidmore Z.L.
, Fronick C.
, Bolzenius J.K.
, Griffith O.L.
, Arora V.K.
, et al.
.
Source: Iscience, 2023-10-20 00:00:00.0; 26(10), p. 107937.
EPub date: 2023-09-15 00:00:00.0.
PMID: 37810214
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Mutations Associated with Progression in Follicular Lymphoma Predict Inferior Outcomes at Diagnosis (Alliance A151303).
Authors: Russler-Germain D.A.
, Krysiak K.
, Ramirez C.
, Mosior M.
, Watkins M.P.
, Gomez F.
, Skidmore Z.L.
, Trani L.
, Gao F.
, Geyer S.
, et al.
.
Source: Blood Advances, 2023-07-26 00:00:00.0; , .
EPub date: 2023-07-26 00:00:00.0.
PMID: 37493986
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Computational prediction of MHC anchor locations guides neoantigen identification and prioritization.
Authors: Xia H.
, McMichael J.
, Becker-Hapak M.
, Onyeador O.C.
, Buchli R.
, McClain E.
, Pence P.
, Supabphol S.
, Richters M.M.
, Basu A.
, et al.
.
Source: Science Immunology, 2023-04-14 00:00:00.0; 8(82), p. eabg2200.
EPub date: 2023-04-07 00:00:00.0.
PMID: 37027480
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Endothelial cells are a key target of IFN-g during response to combined PD-1/CTLA-4 ICB treatment in a mouse model of bladder cancer.
Authors: Freshour S.L.
, Chen T.H.
, Fisk B.
, Shen H.
, Mosior M.
, Skidmore Z.L.
, Fronick C.
, Bolzenius J.K.
, Griffith O.L.
, Arora V.K.
, et al.
.
Source: Biorxiv : The Preprint Server For Biology, 2023-03-29 00:00:00.0; , .
EPub date: 2023-03-29 00:00:00.0.
PMID: 37034778
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Integrated analysis of genomic and transcriptomic data for the discovery of splice-associated variants in cancer.
Authors: Cotto K.C.
, Feng Y.Y.
, Ramu A.
, Richters M.
, Freshour S.L.
, Skidmore Z.L.
, Xia H.
, McMichael J.F.
, Kunisaki J.
, Campbell K.M.
, et al.
.
Source: Nature Communications, 2023-03-22 00:00:00.0; 14(1), p. 1589.
EPub date: 2023-03-22 00:00:00.0.
PMID: 36949070
Related Citations
CIViCdb 2022: evolution of an open-access cancer variant interpretation knowledgebase.
Authors: Krysiak K.
, Danos A.M.
, Saliba J.
, McMichael J.F.
, Coffman A.C.
, Kiwala S.
, Barnell E.K.
, Sheta L.
, Grisdale C.J.
, Kujan L.
, et al.
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Source: Nucleic Acids Research, 2022-11-14 00:00:00.0; , .
EPub date: 2022-11-14 00:00:00.0.
PMID: 36373660
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Personalized ctDNA micro-panels can monitor and predict clinical outcomes for patients with triple-negative breast cancer.
Authors: Barnell E.K.
, Fisk B.
, Skidmore Z.L.
, Cotto K.C.
, Basu A.
, Anand A.
, Richters M.M.
, Luo J.
, Fronick C.
, Anurag M.
, et al.
.
Source: Scientific Reports, 2022-10-22 00:00:00.0; 12(1), p. 17732.
EPub date: 2022-10-22 00:00:00.0.
PMID: 36273232
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Genomic and transcriptomic somatic alterations of hepatocellular carcinoma in non-cirrhotic livers.
Authors: Skidmore Z.L.
, Kunisaki J.
, Lin Y.
, Cotto K.C.
, Barnell E.K.
, Hundal J.
, Krysiak K.
, Magrini V.
, Trani L.
, Walker J.R.
, et al.
.
Source: Cancer Genetics, 2022 Jun; 264-265, p. 90-99.
EPub date: 2022-04-30 00:00:00.0.
PMID: 35568002
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Large scale genotype- and phenotype-driven machine learning in Von Hippel-Lindau disease.
Authors: Chiorean A.
, Farncombe K.M.
, Delong S.
, Andric V.
, Ansar S.
, Chan C.
, Clark K.
, Danos A.M.
, Gao Y.
, Giles R.H.
, et al.
.
Source: Human Mutation, 2022-04-27 00:00:00.0; , .
EPub date: 2022-04-27 00:00:00.0.
PMID: 35475554
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Checkpoint blockade-induced CD8+ T cell differentiation in head and neck cancer responders.
Authors: Zhou L.
, Zeng Z.
, Egloff A.M.
, Zhang F.
, Guo F.
, Campbell K.M.
, Du P.
, Fu J.
, Zolkind P.
, Ma X.
, et al.
.
Source: Journal For Immunotherapy Of Cancer, 2022 01; 10(1), .
PMID: 35058328
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Bam-readcount -- rapid generation of basepair-resolution sequence metrics.
Authors: Khanna A.
, Larson D.E.
, Srivatsan S.N.
, Mosior M.
, Abbott T.E.
, Kiwala S.
, Ley T.J.
, Duncavage E.J.
, Walter M.J.
, Walker J.R.
, et al.
.
Source: Arxiv, 2021-07-27 00:00:00.0; , .
EPub date: 2021-07-27 00:00:00.0.
PMID: 34341766
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Yap1 Mediates Trametinib Resistance in Head and Neck Squamous Cell Carcinomas.
Authors: Mudianto T.
, Campbell K.M.
, Webb J.
, Zolkind P.
, Skidmore Z.L.
, Riley R.
, Barnell E.K.
, Ozgenc I.
, Giri T.
, Dunn G.P.
, et al.
.
Source: Clinical Cancer Research : An Official Journal Of The American Association For Cancer Research, 2021-04-15 00:00:00.0; 27(8), p. 2326-2339.
EPub date: 2021-02-05 00:00:00.0.
PMID: 33547198
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Integration of the Drug-Gene Interaction Database (DGIdb 4.0) with open crowdsource efforts.
Authors: Freshour S.L.
, Kiwala S.
, Cotto K.C.
, Coffman A.C.
, McMichael J.F.
, Song J.J.
, Griffith M.
, Griffith O.L.
, Wagner A.H.
.
Source: Nucleic Acids Research, 2021-01-08 00:00:00.0; 49(D1), p. D1144-D1151.
PMID: 33237278
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Neoadjuvant and Adjuvant Pembrolizumab in Resectable Locally Advanced, Human Papillomavirus-Unrelated Head and Neck Cancer: A Multicenter, Phase II Trial.
Authors: Uppaluri R.
, Campbell K.M.
, Egloff A.M.
, Zolkind P.
, Skidmore Z.L.
, Nussenbaum B.
, Paniello R.C.
, Rich J.T.
, Jackson R.
, Pipkorn P.
, et al.
.
Source: Clinical Cancer Research : An Official Journal Of The American Association For Cancer Research, 2020-10-01 00:00:00.0; 26(19), p. 5140-5152.
EPub date: 2020-07-14 00:00:00.0.
PMID: 32665297
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Collaborative, Multidisciplinary Evaluation of Cancer Variants Through Virtual Molecular Tumor Boards Informs Local Clinical Practices.
Authors: Rao S.
, Pitel B.
, Wagner A.H.
, Boca S.M.
, McCoy M.
, King I.
, Gupta S.
, Park B.H.
, Warner J.L.
, Chen J.
, et al.
.
Source: Jco Clinical Cancer Informatics, 2020 Jul; 4, p. 602-613.
PMID: 32644817
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A harmonized meta-knowledgebase of clinical interpretations of somatic genomic variants in cancer.
Authors: Wagner A.H.
, Walsh B.
, Mayfield G.
, Tamborero D.
, Sonkin D.
, Krysiak K.
, Deu-Pons J.
, Duren R.P.
, Gao J.
, McMurry J.
, et al.
.
Source: Nature Genetics, 2020-04-03 00:00:00.0; , .
EPub date: 2020-04-03 00:00:00.0.
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Wikidata as a knowledge graph for the life sciences.
Authors: Waagmeester A.
, Stupp G.
, Burgstaller-Muehlbacher S.
, Good B.M.
, Griffith M.
, Griffith O.L.
, Hanspers K.
, Hermjakob H.
, Hudson T.S.
, Hybiske K.
, et al.
.
Source: Elife, 2020-03-17 00:00:00.0; 9, .
EPub date: 2020-03-17 00:00:00.0.
PMID: 32180547
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CIViCpy: A Python Software Development and Analysis Toolkit for the CIViC Knowledgebase.
Authors: Wagner A.H.
, Kiwala S.
, Coffman A.C.
, McMichael J.F.
, Cotto K.C.
, Mooney T.B.
, Barnell E.K.
, Krysiak K.
, Danos A.M.
, Walker J.
, et al.
.
Source: Jco Clinical Cancer Informatics, 2020 03; 4, p. 245-253.
PMID: 32191543
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Neoadjuvant PD-1 Immune Checkpoint Blockade Reverses Functional Immunodominance among Tumor Antigen-Specific T Cells.
Authors: Friedman J.
, Moore E.C.
, Zolkind P.
, Robbins Y.
, Clavijo P.E.
, Sun L.
, Greene S.
, Morisada M.V.
, Mydlarz W.K.
, Schmitt N.
, et al.
.
Source: Clinical Cancer Research : An Official Journal Of The American Association For Cancer Research, 2020-02-01 00:00:00.0; 26(3), p. 679-689.
EPub date: 2019-10-23 00:00:00.0.
PMID: 31645352
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pVACtools: a computational toolkit to identify and visualize cancer neoantigens.
Authors: Hundal J.
, Kiwala S.
, McMichael J.
, Miller C.A.
, Xia H.
, Wollam A.T.
, Liu C.J.
, Zhao S.
, Feng Y.Y.
, Graubert A.P.
, et al.
.
Source: Cancer Immunology Research, 2020-01-06 00:00:00.0; , .
EPub date: 2020-01-06 00:00:00.0.
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Text-mining clinically relevant cancer biomarkers for curation into the CIViC database.
Authors: Lever J.
, Jones M.R.
, Danos A.M.
, Krysiak K.
, Bonakdar M.
, Grewal J.K.
, Culibrk L.
, Griffith O.L.
, Griffith M.
, Jones S.J.M.
.
Source: Genome Medicine, 2019-12-03 00:00:00.0; 11(1), p. 78.
EPub date: 2019-12-03 00:00:00.0.
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Standard operating procedure for curation and clinical interpretation of variants in cancer.
Authors: Danos A.M.
, Krysiak K.
, Barnell E.K.
, Coffman A.C.
, McMichael J.F.
, Kiwala S.
, Spies N.C.
, Sheta L.M.
, Pema S.P.
, Kujan L.
, et al.
.
Source: Genome Medicine, 2019-11-29 00:00:00.0; 11(1), p. 76.
EPub date: 2019-11-29 00:00:00.0.
PMID: 31779674
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Open-Sourced CIViC Annotation Pipeline to Identify and Annotate Clinically Relevant Variants Using Single-Molecule Molecular Inversion Probes.
Authors: Barnell E.K.
, Waalkes A.
, Mosior M.C.
, Penewit K.
, Cotto K.C.
, Danos A.M.
, Sheta L.M.
, Campbell K.M.
, Krysiak K.
, Rieke D.
, et al.
.
Source: Jco Clinical Cancer Informatics, 2019 Oct; 3, p. 1-12.
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A case for expert curation: an overview of cancer curation in the Clinical Genome Resource (ClinGen).
Authors: Ritter D.I.
, Rao S.
, Kulkarni S.
, Madhavan S.
, Offit K.
, Plon S.E.
.
Source: Cold Spring Harbor Molecular Case Studies, 2019 Oct; 5(5), .
EPub date: 2019-10-23 00:00:00.0.
PMID: 31645350
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Noninvasive Detection of High-Risk Adenomas Using Stool-Derived Eukaryotic RNA Sequences as Biomarkers.
Authors: Barnell E.K.
, Kang Y.
, Wurtzler E.M.
, Griffith M.
, Chaudhuri A.A.
, Griffith O.L.
, Geneoscopy Scientists
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Source: Gastroenterology, 2019 Sep; 157(3), p. 884-887.e3.
EPub date: 2019-05-30 00:00:00.0.
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Best practices for bioinformatic characterization of neoantigens for clinical utility.
Authors: Richters M.M.
, Xia H.
, Campbell K.M.
, Gillanders W.E.
, Griffith O.L.
, Griffith M.
.
Source: Genome Medicine, 2019-08-28 00:00:00.0; 11(1), p. 56.
EPub date: 2019-08-28 00:00:00.0.
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A Spontaneous Aggressive ERĪ±+ Mammary Tumor Model Is Driven by Kras Activation.
Authors: Campbell K.M.
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, Barnell E.K.
, Skidmore Z.L.
, Krysiak K.
, Griffith M.
, Schuler L.A.
, Griffith O.L.
.
Source: Cell Reports, 2019-08-06 00:00:00.0; 28(6), p. 1526-1537.e4.
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Standard operating procedure for somatic variant refinement of sequencing data with paired tumor andĀ normal samples.
Authors: Barnell E.K.
, Ronning P.
, Campbell K.M.
, Krysiak K.
, Ainscough B.J.
, Sheta L.M.
, Pema S.P.
, Schmidt A.D.
, Richters M.
, Cotto K.C.
, et al.
.
Source: Genetics In Medicine : Official Journal Of The American College Of Medical Genetics, 2019 04; 21(4), p. 972-981.
EPub date: 2018-10-05 00:00:00.0.
PMID: 30287923
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Accounting for proximal variants improves neoantigen prediction.
Authors: Hundal J.
, Kiwala S.
, Feng Y.Y.
, Liu C.J.
, Govindan R.
, Chapman W.C.
, Uppaluri R.
, Swamidass S.J.
, Griffith O.L.
, Mardis E.R.
, et al.
.
Source: Nature Genetics, 2019 01; 51(1), p. 175-179.
EPub date: 2018-12-03 00:00:00.0.
PMID: 30510237
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A deep learning approach to automate refinement of somatic variant calling from cancer sequencing data.
Authors: Ainscough B.J.
, Barnell E.K.
, Ronning P.
, Campbell K.M.
, Wagner A.H.
, Fehniger T.A.
, Dunn G.P.
, Uppaluri R.
, Govindan R.
, Rohan T.E.
, et al.
.
Source: Nature Genetics, 2018 12; 50(12), p. 1735-1743.
EPub date: 2018-11-05 00:00:00.0.
PMID: 30397337
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Adapting crowdsourced clinical cancer curation in CIViC to the ClinGen minimum variant level data community-driven standards.
Authors: Danos A.M.
, Ritter D.I.
, Wagner A.H.
, Krysiak K.
, Sonkin D.
, Micheel C.
, McCoy M.
, Rao S.
, Raca G.
, Boca S.M.
, et al.
.
Source: Human Mutation, 2018 Nov; 39(11), p. 1721-1732.
PMID: 30311370
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Recurrent WNT pathway alterations are frequent in relapsed small cell lung cancer.
Authors: Wagner A.H.
, Devarakonda S.
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, Krysiak K.
, Ramu A.
, Trani L.
, Kunisaki J.
, Masood A.
, Waqar S.N.
, Spies N.C.
, et al.
.
Source: Nature Communications, 2018-09-17 00:00:00.0; 9(1), p. 3787.
EPub date: 2018-09-17 00:00:00.0.
PMID: 30224629
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The prognostic effects of somatic mutations in ER-positive breast cancer.
Authors: Griffith O.L.
, Spies N.C.
, Anurag M.
, Griffith M.
, Luo J.
, Tu D.
, Yeo B.
, Kunisaki J.
, Miller C.A.
, Krysiak K.
, et al.
.
Source: Nature Communications, 2018-09-04 00:00:00.0; 9(1), p. 3476.
EPub date: 2018-09-04 00:00:00.0.
PMID: 30181556
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Oral Cavity Squamous Cell Carcinoma Xenografts Retain Complex Genotypes and Intertumor Molecular Heterogeneity.
Authors: Campbell K.M.
, Lin T.
, Zolkind P.
, Barnell E.K.
, Skidmore Z.L.
, Winkler A.E.
, Law J.H.
, Mardis E.R.
, Wartman L.D.
, Adkins D.R.
, et al.
.
Source: Cell Reports, 2018-08-21 00:00:00.0; 24(8), p. 2167-2178.
PMID: 30134176
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ClinGen Cancer Somatic Working Group - standardizing and democratizing access to cancer molecular diagnostic data to drive translational research.
Authors: Madhavan S.
, Ritter D.
, Micheel C.
, Rao S.
, Roy A.
, Sonkin D.
, Mccoy M.
, Griffith M.
, Griffith O.L.
, Mcgarvey P.
, et al.
.
Source: Pacific Symposium On Biocomputing. Pacific Symposium On Biocomputing, 2018; 23, p. 247-258.
PMID: 29218886
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Standardizing And Democratizing Access To Cancer Molecular Diagnostic Test Data From Patients To Drive Translational Research.
Authors: Madhavan S.
, Ritter D.
, Micheel C.
, Rao S.
, Roy A.
, Sonkin D.
, Mccoy M.
, Griffith M.
, Griffith O.L.
, Mcgarvey P.
, et al.
.
Source: Amia Joint Summits On Translational Science Proceedings. Amia Joint Summits On Translational Science, 2018; 2017, p. 152-159.
EPub date: 2018-05-18 00:00:00.0.
PMID: 29888062
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DGIdb 3.0: a redesign and expansion of the drug-gene interaction database.
Authors: Cotto K.C.
, Wagner A.H.
, Feng Y.Y.
, Kiwala S.
, Coffman A.C.
, Spies G.
, Wollam A.
, Spies N.C.
, Griffith O.L.
, Griffith M.
.
Source: Nucleic Acids Research, 2017-11-16 00:00:00.0; , .
EPub date: 2017-11-16 00:00:00.0.
PMID: 29156001
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Clinical implications of neoepitope landscapes for adult and pediatric cancers.
Authors: Feng Y.Y.
, Griffith O.L.
, Griffith M.
.
Source: Genome Medicine, 2017-08-31 00:00:00.0; 9(1), p. 77.
EPub date: 2017-08-31 00:00:00.0.
PMID: 28854952
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Civic Is A Community Knowledgebase For Expert Crowdsourcing The Clinical Interpretation Of Variants In Cancer
Authors: Griffith M.
, Spies N.C.
, Krysiak K.
, McMichael J.F.
, Coffman A.C.
, Danos A.M.
, Ainscough B.J.
, Ramirez C.A.
, Rieke D.T.
, Kujan L.
, et al.
.
Source: Nature Genetics, 2017-01-31 00:00:00.0; 49(2), p. 170-174.
PMID: 28138153
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