Evidence map›Paper›PMID 33230298›Full record

ArticleNature genetics2020

Integrated molecular drivers coordinate biological and clinical states in melanoma.

Jake R Conway, Felix Dietlein, Amaro Taylor-Weiner, Saud AlDubayan, Natalie Vokes, Tanya Keenan, Brendan Reardon, Meng Xiao He, Claire A Margolis, Jason L Weirather and 6 more

Open access · greenAbstract read
In one paragraph

Article in Nature genetics, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
38citing papers in PubMed, 2 pooled it
2.9field-weighted citation impact, top 8% of its field
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, 2 syntheses or guidelines pooled it, 49 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Article
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  7. Article
  8. Functional characterization of the 9q34.13 locus identifiesbioRxiv : the preprint server for biology · 2026
    Article
  9. Article
  10. Article
  11. Mapping of the hSOX10 protein interactome in human melanoma.bioRxiv : the preprint server for biology · 2025
    Article
  12. Article
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  16. Review
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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

16 authors at 3 institutions in 3 countries.

Jake R ConwayDivision of Medical Sciences, Harvard University, Boston, MA, USA.ORCID http://orcid.org/0000-0002-6617-2054
Felix DietleinCancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
Amaro Taylor-WeinerDivision of Medical Sciences, Harvard University, Boston, MA, USA.
Saud AlDubayanCancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
Natalie VokesCancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA.ORCID http://orcid.org/0000-0002-3766-5335
Tanya KeenanCancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
Brendan ReardonCancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
Meng Xiao HeCancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
Claire A MargolisCancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
Jason L WeiratherCenter for Cancer Precision Medicine, Dana-Farber Cancer Institute, Boston, MA, USA.ORCID http://orcid.org/0000-0003-0556-0616
Rizwan HaqCenter for Cancer Precision Medicine, Dana-Farber Cancer Institute, Boston, MA, USA.ORCID http://orcid.org/0000-0002-1290-9276
Bastian SchillingDepartment of Dermatology, University Hospital Würzburg, Würzburg, Germany.ORCID http://orcid.org/0000-0001-8859-4103
F Stephen HodiCenter for Cancer Precision Medicine, Dana-Farber Cancer Institute, Boston, MA, USA.
Dirk SchadendorfDepartment of Dermatology, University Hospital, Essen, Germany.ORCID http://orcid.org/0000-0003-3524-7858
David LiuCancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA.
Eliezer M Van AllenCancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA. EliezerM_VanAllen@dfci.harvard.edu.ORCID http://orcid.org/0000-0002-0201-4444
Broad Institute · USDana-Farber Cancer Institute · USGerman Cancer Research Center · DE

Funding

Training Program in Bioinformatics and Integrative GenomicsT32HG002295 · NHGRI · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI Peter J Park · 2001 to 2026
$15.8M
Integrative Somatic and Germline Computational Biology to Redefine Clinical Actionability in Solid TumorsR01CA227388 · NCI · DANA-FARBER CANCER INST · PI VAN ALLEN, ELIEZER M · 2018 to 2022
$2.0M
Dissecting Therapeutic Resistance and Progression in Metastatic Melanoma Through Clinical Computational OncologyK08CA234458 · NCI · MASSACHUSETTS GENERAL HOSPITAL · PI LIU, DAVID · 2018 to 2022
$1.2M
A statistical framework to systematically characterize cancer driver mutations in noncoding genomic regionsR21CA242861 · NCI · DANA-FARBER CANCER INST · PI VAN ALLEN, ELIEZER M · 2019 to 2020
$603k
Redefining the Molecular Landscape of MelanomaF31CA239347 · NCI · HARVARD MEDICAL SCHOOL · PI CONWAY, JAKE · 2019 to 2021
$100k
NCI NIH HHS F31 CA239347NCI NIH HHS K08 CA234458NCI NIH HHS R01 CA227388NCI NIH HHS R21 CA242861NHGRI NIH HHS T32 HG002295
6 · The paper itself

Abstract

We performed harmonized molecular and clinical analysis on 1,048 melanomas and discovered markedly different global genomic properties among subtypes (BRAF, (N)RAS, NF1, triple wild-type (TWT)), subtype-specific preferences for secondary driver genes and active mutational processes previously unreported in melanoma. Secondary driver genes significantly enriched in specific subtypes reflected preferential dysregulation of additional pathways, such as induction of transforming growth factor-β signaling in BRAF melanomas and inactivation of the SWI/SNF complex in (N)RAS melanomas, and select co-mutation patterns coordinated selective response to immune checkpoint blockade. We also defined the mutational landscape of TWT melanomas and revealed enrichment of DNA-repair-defect signatures in this subtype, which were associated with transcriptional downregulation of key DNA-repair genes, and may revive previously discarded or currently unconsidered therapeutic modalities for genomically stratified melanoma patient subsets. Broadly, harmonized meta-analysis of melanoma whole exomes revealed distinct molecular drivers that may point to multiple opportunities for biological and therapeutic investigation.

Indexed as

DNA RepairDNA Repair-Deficiency DisordersExome SequencingGenetic Predisposition to DiseaseGTP PhosphohydrolasesHumansMelanomaMembrane ProteinsNeurofibromin 1Proto-Oncogene Proteins B-rafSignal TransductionSkin NeoplasmsBRAF protein, humanGTP PhosphohydrolasesMembrane ProteinsNeurofibromin 1NF1 protein, humanNRAS protein, humanProto-Oncogene Proteins B-raf

Identifiers

PMID33230298
PMCPMC8054830
OpenAlexW3107529328

What OpenQuestion holds

Textmetadata
LicenceTDM
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.