Evidence map›Paper›PMID 26181256›Full record

ArticleJAMA oncology2015

Whole-Exome Sequencing of Metastatic Cancer and Biomarkers of Treatment Response.

Himisha Beltran, Kenneth Eng, Juan Miguel Mosquera, Alexandros Sigaras, Alessandro Romanel, Hanna Rennert, Myriam Kossai, Chantal Pauli, Bishoy Faltas, Jacqueline Fontugne and 34 more

2 registry-linked trialsOpen access · bronzeAbstract read
In one paragraph

Article in JAMA oncology, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 177 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
177citing papers in PubMed, 3 pooled it
15.6field-weighted citation impact, top 1% 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.

NCT04015622 phase2active not recruitingnot on this mapstarted 2020, after this paper: background citation

A Randomized Phase II Trial Comparing Biomarker Directed Therapy Versus Clinician's Choice of Enzalutamide or Docetaxel in Patients With Advanced Prostate Cancer Post Abiraterone

TypeinterventionalSponsorBritish Columbia Cancer AgencyRan2020 to 2026Enrolled100ConditionsMetastatic Castration-Resistant Prostate Cancer (mCRPC)ArmsEnzalutamide, Docetaxel
NCT05142033 recruitingnot on this mapstarted 2021, after this paper: background citation

Implementation of Comprehensive Molecular Profiling and Deep Clinical Annotation of Electronic Health Records in Participants Diagnosed With or at Risk of Developing Cancer (ASAP Study)

TypeobservationalSponsorAvera McKennan Hospital & University Health CenterRan2021 to 2026Enrolled25,000ConditionsCancer, Cancer Diagnosis, Early Detection of Cancer, Breast Cancer
3 · Its place in the literature

Who cites it

177 citing papers in PubMed, 3 syntheses or guidelines pooled it, 299 citations in OpenAlex.

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117 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

44 authors at 8 institutions in 3 countries.

Himisha BeltranInstitute for Precision Medicine, New York Presbyterian Hospital-Weill Cornell Medical College, New York, New York2Division of Hematology and Medical Oncology, Weill Cornell Medical College, New York, New York3Department of Medicine, Weill Cornell Medical.
Kenneth EngInstitute for Precision Medicine, New York Presbyterian Hospital-Weill Cornell Medical College, New York, New York4Institute for Computational Biomedicine, Weill Cornell Medical College, New York, New York.
Juan Miguel MosqueraInstitute for Precision Medicine, New York Presbyterian Hospital-Weill Cornell Medical College, New York, New York5Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, New York.
Alexandros SigarasInstitute for Precision Medicine, New York Presbyterian Hospital-Weill Cornell Medical College, New York, New York.
Alessandro RomanelCentre of Integrative Biology, University of Trento, Trento, Italy.
Hanna RennertDepartment of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, New York.
Myriam KossaiInstitute for Precision Medicine, New York Presbyterian Hospital-Weill Cornell Medical College, New York, New York5Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, New York.
Chantal PauliInstitute for Precision Medicine, New York Presbyterian Hospital-Weill Cornell Medical College, New York, New York5Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, New York.
Bishoy FaltasDivision of Hematology and Medical Oncology, Weill Cornell Medical College, New York, New York.
Jacqueline FontugneInstitute for Precision Medicine, New York Presbyterian Hospital-Weill Cornell Medical College, New York, New York5Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, New York.
Kyung ParkDepartment of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, New York.
Jason BanfelderInstitute for Precision Medicine, New York Presbyterian Hospital-Weill Cornell Medical College, New York, New York4Institute for Computational Biomedicine, Weill Cornell Medical College, New York, New York.
Davide PrandiCentre of Integrative Biology, University of Trento, Trento, Italy.
Neel MadhukarInstitute for Precision Medicine, New York Presbyterian Hospital-Weill Cornell Medical College, New York, New York4Institute for Computational Biomedicine, Weill Cornell Medical College, New York, New York.
Tuo ZhangInstitute for Precision Medicine, New York Presbyterian Hospital-Weill Cornell Medical College, New York, New York4Institute for Computational Biomedicine, Weill Cornell Medical College, New York, New York.
Jessica PadillaInstitute for Precision Medicine, New York Presbyterian Hospital-Weill Cornell Medical College, New York, New York.
Noah GrecoInstitute for Precision Medicine, New York Presbyterian Hospital-Weill Cornell Medical College, New York, New York.
Terra J McNaryInstitute for Precision Medicine, New York Presbyterian Hospital-Weill Cornell Medical College, New York, New York.
Erick HerrscherInstitute for Precision Medicine, New York Presbyterian Hospital-Weill Cornell Medical College, New York, New York.
David WilkesInstitute for Precision Medicine, New York Presbyterian Hospital-Weill Cornell Medical College, New York, New York.
Theresa Y MacDonaldDepartment of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, New York.
Hui XueVancouver Prostate Centre, University of British Columbia, Vancouver, Canada.
Vladimir VacicNew York Genome Center, New York, New York.
Anne-Katrin EmdeNew York Genome Center, New York, New York.
Dayna OschwaldNew York Genome Center, New York, New York.
Adrian Y TanInstitute for Precision Medicine, New York Presbyterian Hospital-Weill Cornell Medical College, New York, New York.
Zhengming ChenDepartment of Biostatistics and Epidemiology, Weill Cornell Medical College, New York, New York.
Colin CollinsCentre of Integrative Biology, University of Trento, Trento, Italy.
Martin E GleaveCentre of Integrative Biology, University of Trento, Trento, Italy.
Yuzhuo WangCentre of Integrative Biology, University of Trento, Trento, Italy.
Dimple ChakravartyDepartment of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, New York.
Marc SchiffmanDepartment of Radiology, Weill Cornell Medical College, New York, New York.
Robert KimInstitute for Precision Medicine, New York Presbyterian Hospital-Weill Cornell Medical College, New York, New York4Institute for Computational Biomedicine, Weill Cornell Medical College, New York, New York.
Fabien CampagneInstitute for Computational Biomedicine, Weill Cornell Medical College, New York, New York11Department of Physiology and Biophysics, Weill Cornell Medical College, New York, New York.
Brian D RobinsonInstitute for Precision Medicine, New York Presbyterian Hospital-Weill Cornell Medical College, New York, New York6Centre of Integrative Biology, University of Trento, Trento, Italy.
David M NanusDivision of Hematology and Medical Oncology, Weill Cornell Medical College, New York, New York.
Scott T TagawaDivision of Hematology and Medical Oncology, Weill Cornell Medical College, New York, New York.
Jenny Z XiangInstitute for Precision Medicine, New York Presbyterian Hospital-Weill Cornell Medical College, New York, New York.
Agata SmogorzewskaRockefeller University, New York, New York.
Francesca DemichelisDepartment of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, New York6Centre of Integrative Biology, University of Trento, Trento, Italy.
David S RickmanInstitute for Precision Medicine, New York Presbyterian Hospital-Weill Cornell Medical College, New York, New York5Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, New York.
Andrea SbonerInstitute for Precision Medicine, New York Presbyterian Hospital-Weill Cornell Medical College, New York, New York4Institute for Computational Biomedicine, Weill Cornell Medical College, New York, New York5Department of Pathology and Laboratory Medicine.
Olivier ElementoInstitute for Precision Medicine, New York Presbyterian Hospital-Weill Cornell Medical College, New York, New York4Institute for Computational Biomedicine, Weill Cornell Medical College, New York, New York.
Mark A RubinInstitute for Precision Medicine, New York Presbyterian Hospital-Weill Cornell Medical College, New York, New York5Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, New York.
Cornell University · USNewYork–Presbyterian Hospital · USNew York Hospital Queens · USUniversity of Trento · ITPresbyterian Hospital · USNew York Genome Center · USRockefeller University · USUniversity of British Columbia · CA

Funding

CTSA INFRASTRUCTURE FOR PEDIATRIC RESEARCHUL1RR024996 · NCRR · WEILL MEDICAL COLL OF CORNELL UNIV · PI IMPERATO-MCGINLEY, JULIANNE L · 2007 to 2011
$49.6M
Epitomic Biomarkers of Prostate CancerU01CA111275 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI CHINNAIYAN, ARUL M, RUBIN, MARK A. · 2004 to 2015
$6.8M
Molecular Signatures of Lethal and Indolent Prostate CancerR01CA116337 · NCI · WEILL MEDICAL COLL OF CORNELL UNIV · PI RUBIN, MARK A. · 2006 to 2016
$5.3M
Tri-Institutional Training Program in Computational Biology & MedicineT32GM083937 · NIGMS · WEILL MEDICAL COLL OF CORNELL UNIV · PI CHRISTINI, DAVID J. · 2009 to 2018
$3.1M
Mechanistic Insights Underlying ERG-induced Taxane Resistance in Castration-ResisR01CA179100 · NCI · WEILL MEDICAL COLL OF CORNELL UNIV · PI GIANNAKAKOU, PARASKEVI, RICKMAN, DAVID S. · 2014 to 2018
$2.1M
Clinical and Translational Science CenterKL2TR000458 · NCATS · WEILL MEDICAL COLL OF CORNELL UNIV · PI IMPERATO-MCGINLEY, JULIANNE L · 2012 to 2016
$2.1M
NCATS NIH HHS KL2 TR000458NCATS NIH HHS KL2TR000458NCI NIH HHS CA111275NCI NIH HHS R01 CA116337NCI NIH HHS R01 CA179100NCI NIH HHS U01 CA111275NCRR NIH HHS UL1 RR024996NIGMS NIH HHS T32 GM083937
6 · The paper itself

Abstract

importanceUnderstanding molecular mechanisms of response and resistance to anticancer therapies requires prospective patient follow-up and clinical and functional validation of both common and low-frequency mutations. We describe a whole-exome sequencing (WES) precision medicine trial focused on patients with advanced cancer.

objectiveTo understand how WES data affect therapeutic decision making in patients with advanced cancer and to identify novel biomarkers of response. DESIGN, SETTING, AND PATIENTS: Patients with metastatic and treatment-resistant cancer were prospectively enrolled at a single academic center for paired metastatic tumor and normal tissue WES during a 19-month period (February 2013 through September 2014). A comprehensive computational pipeline was used to detect point mutations, indels, and copy number alterations. Mutations were categorized as category 1, 2, or 3 on the basis of actionability; clinical reports were generated and discussed in precision tumor board. Patients were observed for 7 to 25 months for correlation of molecular information with clinical response. MAIN OUTCOMES AND MEASURES: Feasibility, use of WES for decision making, and identification of novel biomarkers.

resultsA total of 154 tumor-normal pairs from 97 patients with a range of metastatic cancers were sequenced, with a mean coverage of 95X and 16 somatic alterations detected per patient. In total, 16 mutations were category 1 (targeted therapy available), 98 were category 2 (biologically relevant), and 1474 were category 3 (unknown significance). Overall, WES provided informative results in 91 cases (94%), including alterations for which there is an approved drug, there are therapies in clinical or preclinical development, or they are considered drivers and potentially actionable (category 1-2); however, treatment was guided in only 5 patients (5%) on the basis of these recommendations because of access to clinical trials and/or off-label use of drugs. Among unexpected findings, a patient with prostate cancer with exceptional response to treatment was identified who harbored a somatic hemizygous deletion of the DNA repair gene FANCA and putative partial loss of function of the second allele through germline missense variant. Follow-up experiments established that loss of FANCA function was associated with platinum hypersensitivity both in vitro and in patient-derived xenografts, thus providing biologic rationale and functional evidence for his extreme clinical response. CONCLUSIONS AND RELEVANCE: The majority of advanced, treatment-resistant tumors across tumor types harbor biologically informative alterations. The establishment of a clinical trial for WES of metastatic tumors with prospective follow-up of patients can help identify candidate predictive biomarkers of response.

Indexed as

DNA Copy Number VariationsDNA Mutational AnalysisExomeGene DosageMutationAcademic Medical CentersAnimalsBiomarkers, TumorComputational BiologyDose-Response Relationship, DrugDrug Resistance, NeoplasmFeasibility StudiesFemaleGenetic TestingHumansINDEL MutationBiomarkers, Tumor

Identifiers

PMID26181256
PMCPMC4505739
OpenAlexW2123507520

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Registered trials

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.