Evidence map›Paper›PMID 30137025›Full record

ArticleThe Journal of clinical investigation2018

Endogenous retroviral signatures predict immunotherapy response in clear cell renal cell carcinoma.

Christof C Smith, Kathryn E Beckermann, Dante S Bortone, Aguirre A De Cubas, Lisa M Bixby, Samuel J Lee, Anshuman Panda, Shridar Ganesan, Gyan Bhanot, Eric M Wallen and 8 more

Open access · hybridAbstract read
In one paragraph

Article in The Journal of clinical investigation, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 197 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
197citing papers in PubMed, 1 pooled it
12.3field-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.

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

197 citing papers in PubMed, 1 synthesis or guideline pooled it, 302 citations in OpenAlex.

  1. Pooled it
  2. Transcriptomic Correlates of Tumor Cell PD-L1 Expression and Response to Nivolumab Monotherapy in Metastatic Clear Cell Renal Cell Carcinoma.Clinical cancer research : an official journal of the American Association for Cancer Research · 2022
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  18. How Oncovirus Affects Drug Resistance in Cancer Cells.Recent patents on anti-cancer drug discovery · 2026
    Review
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137 more citing papers are in PubMed but not listed here.

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

18 authors at 3 institutions in 2 countries.

Christof C SmithDepartment of Microbiology and Immunology, UNC School of Medicine, Chapel Hill, North Carolina, USA.
Kathryn E BeckermannDivision of Hematology and Oncology, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Dante S BortoneLineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.
Aguirre A De CubasDivision of Hematology and Oncology, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Lisa M BixbyLineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.
Samuel J LeeDepartment of Microbiology and Immunology, UNC School of Medicine, Chapel Hill, North Carolina, USA.
Anshuman PandaRutgers Cancer Institute of New Jersey, New Brunswick, New Jersey, USA; and Department of Physics, Rutgers University, Piscataway, New Jersey, USA.
Shridar GanesanRutgers Cancer Institute of New Jersey, New Brunswick, New Jersey, USA; and Department of Physics, Rutgers University, Piscataway, New Jersey, USA.
Gyan BhanotRutgers Cancer Institute of New Jersey, New Brunswick, New Jersey, USA; and Department of Physics, Rutgers University, Piscataway, New Jersey, USA.
Eric M WallenLineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.
Matthew I MilowskyLineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.
William Y KimLineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.
W Kimryn RathmellDivision of Hematology and Oncology, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Ronald SwanstromLineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.
Joel S ParkerLineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.
Jonathan S SerodyDepartment of Microbiology and Immunology, UNC School of Medicine, Chapel Hill, North Carolina, USA.
Sara R SelitskyLineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.
Benjamin G VincentDepartment of Microbiology and Immunology, UNC School of Medicine, Chapel Hill, North Carolina, USA.
University of North Carolina at Chapel Hill · USRutgers, The State University of New Jersey · USVanderbilt University Medical Center · US

Funding

Virology Research Program (Program 4)P30CA016086 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Deborah F. Tate · 1985 to 2026
$201.5M
Tissue Procurement & PathologyP50CA058223 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI KATHERINE A. HOADLEY · 1992 to 2026
$59.3M
UNC-CH CENTER FOR ENVIRONMENTAL HEALTH &SUSCEPTIBILITYP30ES010126 · NIEHS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Melissa A. Troester · 2001 to 2026
$36.3M
Vanderbilt Clinical Oncology Research Career Development ProgramK12CA090625 · NCI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Debra L. Friedman, Paula Jill Hurley · 2001 to 2026
$16.9M
Small Animal Imaging CoreU54CA198999 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI LI, ZIBO · 2015 to 2019
$11.9M
UNC Oncology K12K12CA120780 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI WILLIAM Y. KIM · 2007 to 2026
$9.6M
Chromatin maintenance in cancer progressionR01CA198482 · NCI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI DAVIS, IAN J, RATHMELL, WENDY KIMRYN · 2015 to 2019
$2.3M
RNA sequencing analysis of CancerU24CA210988 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI HAYES, DAVID N, HOADLEY, KATHERINE A. · 2016 to 2020
$2.1M
Enhancing Translational Science via Prospective InvestigationK24CA172355 · NCI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI RATHMELL, WENDY KIMRYN · 2013 to 2017
$870k
Design and Delivery of Neoantigen-based Tumor VaccinesF30CA225136 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI SMITH, CHRISTOF CHIU · 2018 to 2021
$142k
NCI NIH HHS F30 CA225136NCI NIH HHS K12 CA090625NCI NIH HHS K12 CA120780NCI NIH HHS K24 CA172355NCI NIH HHS P30 CA016086NCI NIH HHS P50 CA058223NCI NIH HHS R01 CA198482NCI NIH HHS U24 CA210988NCI NIH HHS U54 CA198999NIEHS NIH HHS P30 ES010126
6 · The paper itself

Abstract

Human endogenous retroviruses (hERVs) are remnants of exogenous retroviruses that have integrated into the genome throughout evolution. We developed a computational workflow, hervQuant, which identified more than 3,000 transcriptionally active hERVs within The Cancer Genome Atlas (TCGA) pan-cancer RNA-Seq database. hERV expression was associated with clinical prognosis in several tumor types, most significantly clear cell renal cell carcinoma (ccRCC). We explored two mechanisms by which hERV expression may influence the tumor immune microenvironment in ccRCC: (i) RIG-I-like signaling and (ii) retroviral antigen activation of adaptive immunity. We demonstrated the ability of hERV signatures associated with these immune mechanisms to predict patient survival in ccRCC, independent of clinical staging and molecular subtyping. We identified potential tumor-specific hERV epitopes with evidence of translational activity through the use of a ccRCC ribosome profiling (Ribo-Seq) dataset, validated their ability to bind HLA in vitro, and identified the presence of MHC tetramer-positive T cells against predicted epitopes. hERV sequences identified through this screening approach were significantly more highly expressed in ccRCC tumors responsive to treatment with programmed death receptor 1 (PD-1) inhibition. hervQuant provides insights into the role of hERVs within the tumor immune microenvironment, as well as evidence that hERV expression could serve as a biomarker for patient prognosis and response to immunotherapy.

Indexed as

Carcinoma, Renal CellEndogenous RetrovirusesImmunotherapyKidney NeoplasmsTumor MicroenvironmentHumansPrognosisAntigenBioinformaticsCancer immunotherapyImmunologyOncology

Identifiers

PMID30137025
PMCPMC6205406
OpenAlexW2888593931

What OpenQuestion holds

Textmetadata
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.