PURPOSE Interpretation of genomic variants in tumor samples still presents a challenge in research and the clinical setting. A major issue is that information for variant interpretation is fragmented across disparate databases, and aggregation of information from these requires building extensive infrastructure. To this end, we have developed Genome Nexus, a one-stop shop for variant annotation with a user-friendly interface for cancer researchers and clinicians. METHODS Genome Nexus (1) aggregates variant information from sources that are relevant to cancer research and clinical applications, (2) allows high-performance programmatic access to the aggregated data via a unified application programming interface, (3) provides a reference page for individual cancer variants, (4) provides user-friendly tools for annotating variants in patients, and (5) is freely available under an open source license and can be installed in a private cloud or local environment and integrated with local institutional resources. RESULTS Genome Nexus is available at https://www.genomenexus.org. It displays annotations from more than a dozen resources including those that provide variant effect information (variant effect predictor), protein sequence annotation (Uniprot, Pfam, and dbPTM), functional consequence prediction (Polyphen-2, Mutation Assessor, and SIFT), population prevalences (gnomAD, dbSNP, and ExAC), cancer population prevalences (Cancer hotspots and SignalDB), and clinical actionability (OncoKB, CIViC, and ClinVar). We describe several use cases that demonstrate the utility of Genome Nexus to clinicians, researchers, and bioinformaticians. We cover single-variant annotation, cohort analysis, and programmatic use of the application programming interface. Genome Nexus is unique in providing a user-friendly interface specific to cancer that allows high-performance annotation of any variant including unknown ones. CONCLUSION Interpretation of cancer genomic variants is improved tremendously by having an integrated resource for annotations. Genome Nexus is freely available under an open source license. Genome Nexus (genomenexus.org): a one-stop shop to annotate and interpret genomic variants in cancer.
Genome Nexus: A Comprehensive Resource for the Annotation and Interpretation of Genomic Variants in Cancer
Ino de Bruijn,Xiang Li,S. O. Sumer,Benjamin E. Gross,R. Sheridan,Angelica Ochoa,Manda Wilson,Avery Wang,Hongxin Zhang,Aaron Lisman,Adam Abeshouse,Emily Zhang,Alice Thum,Ananthan Sadagopan,Zachary J. Heins,C. Kandoth,Sander Y. A. Rodenburg,Sander C Tan,Pieter Lukasse,Sjoerd van Hagen,R. Fijneman,G. Meijer,N. Schultz,Jianjiong Gao
Published 2022 in JCO Clinical Cancer Informatics
ABSTRACT
PUBLICATION RECORD
- Publication year
2022
- Venue
JCO Clinical Cancer Informatics
- Publication date
2022-02-01
- Fields of study
Biology, Medicine, Computer Science
- Identifiers
- External record
- Source metadata
Semantic Scholar, PubMed
CITATION MAP
EXTRACTION MAP
CLAIMS
- No claims are published for this paper.
CONCEPTS
- No concepts are published for this paper.
REFERENCES
Showing 1-36 of 36 references · Page 1 of 1
CITED BY
Showing 1-10 of 10 citing papers · Page 1 of 1