OncoThreads: visualization of large-scale longitudinal cancer molecular data.


Journal

Bioinformatics (Oxford, England)
ISSN: 1367-4811
Titre abrégé: Bioinformatics
Pays: England
ID NLM: 9808944

Informations de publication

Date de publication:
12 07 2021
Historique:
entrez: 12 7 2021
pubmed: 13 7 2021
medline: 16 7 2021
Statut: ppublish

Résumé

Molecular profiling of patient tumors and liquid biopsies over time with next-generation sequencing technologies and new immuno-profile assays are becoming part of standard research and clinical practice. With the wealth of new longitudinal data, there is a critical need for visualizations for cancer researchers to explore and interpret temporal patterns not just in a single patient but across cohorts. To address this need we developed OncoThreads, a tool for the visualization of longitudinal clinical and cancer genomics and other molecular data in patient cohorts. The tool visualizes patient cohorts as temporal heatmaps and Sankey diagrams that support the interactive exploration and ranking of a wide range of clinical and molecular features. This allows analysts to discover temporal patterns in longitudinal data, such as the impact of mutations on response to a treatment, for example, emergence of resistant clones. We demonstrate the functionality of OncoThreads using a cohort of 23 glioma patients sampled at 2-4 timepoints. Freely available at http://oncothreads.gehlenborglab.org. Implemented in Java Script using the cBioPortal web API as a backend. Supplementary data are available at Bioinformatics online.

Identifiants

pubmed: 34252935
pii: 6319672
doi: 10.1093/bioinformatics/btab289
pmc: PMC8275328
doi:

Types de publication

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

Langues

eng

Sous-ensembles de citation

IM

Pagination

i59-i66

Subventions

Organisme : NHGRI NIH HHS
ID : R00 HG007583
Pays : United States
Organisme : Drug Discovery & Translational Research Program
Organisme : NIH HHS
ID : R00 HG007583
Pays : United States
Organisme : Novartis to the Dana-Farber Cancer Institute

Informations de copyright

© The Author(s) 2021. Published by Oxford University Press.

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Auteurs

Theresa A Harbig (TA)

Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, USA.

Sabrina Nusrat (S)

Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, USA.

Tali Mazor (T)

Department of Data Science, Dana-Farber Cancer Institute, Boston, MA 02215, USA.

Qianwen Wang (Q)

Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, USA.

Alexander Thomson (A)

Oncology Bioinformatics, Novartis Institutes for BioMedical Research, Cambridge, MA 02139, USA.

Hans Bitter (H)

Oncology Bioinformatics, Novartis Institutes for BioMedical Research, Cambridge, MA 02139, USA.

Ethan Cerami (E)

Department of Data Science, Dana-Farber Cancer Institute, Boston, MA 02215, USA.

Nils Gehlenborg (N)

Department of Biomedical Informatics, Harvard Medical School, Boston, MA 02115, USA.

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Classifications MeSH