Evidence map›Paper›PMID 33763292›Full record

SynthesisOncoimmunology2021

Tumor immune infiltration estimated from gene expression profiles predicts colorectal cancer relapse.

Yasmin Kamal, Dennis Dwan, Hannah J Hoehn, Rebeca Sanz-Pamplona, M Henar Alonso, Victor Moreno, Chao Cheng, Michael J Schell, Youngchul Kim, Seth I Felder and 11 more

Registry-linked trialOpen access · goldAbstract readMeta-Analysis
In one paragraph

Synthesis in Oncoimmunology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02328677 (ColoCare Transdisciplinary Research in Colorectal Cancer Prognosis), which is not on this map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
1.6field-weighted citation impact, top 14% 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.

NCT02328677 recruitingnot on this map

ColoCare Transdisciplinary Research in Colorectal Cancer Prognosis

TypeobservationalSponsorUniversity of UtahRan2007 to 2030Enrolled5,000ConditionsColorectal Cancer
3 · Its place in the literature

Who cites it

14 citing papers in PubMed, 19 citations in OpenAlex.

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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

21 authors at 8 institutions in 3 countries.

Yasmin KamalDepartment of Biomedical Data Sciences, Geisel School of Medicine at Dartmouth, Hanover, NH, USA.
Dennis DwanDepartment of Biomedical Data Sciences, Geisel School of Medicine at Dartmouth, Hanover, NH, USA.
Hannah J HoehnDepartment of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA.
Rebeca Sanz-PamplonaOncology Data Analytics Program (ODAP), Catalan Institute of Oncology (ICO), ONCOBELL Program, Bellvitge Biomedical Research Institute (IDIBELL), Hospitalet de Llobregat, Barcelona, Spain.
M Henar AlonsoOncology Data Analytics Program (ODAP), Catalan Institute of Oncology (ICO), ONCOBELL Program, Bellvitge Biomedical Research Institute (IDIBELL), Hospitalet de Llobregat, Barcelona, Spain.
Victor MorenoOncology Data Analytics Program (ODAP), Catalan Institute of Oncology (ICO), ONCOBELL Program, Bellvitge Biomedical Research Institute (IDIBELL), Hospitalet de Llobregat, Barcelona, Spain.ORCID 0000-0002-2818-5487
Chao ChengDan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX, USA.
Michael J SchellDepartment of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center and Research Institute, Columbus, OH, USA.
Youngchul KimDepartment of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center and Research Institute, Columbus, OH, USA.
Seth I FelderDepartment of Gastrointestinal Oncology, H. Lee Moffitt Cancer Center and Research Institute.
Hedy S RennertDepartment of Community Medicine & Epidemiology, Lady Davis Carmel Medical Center, Ruth & Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology.
Marilena MelasDepartment of Medical Oncology and Therapeutics Research, Center for Precision Medicine, City of Hope National Medical Center, Duarte, CA, USA.
Charalampos LazarisDepartment of Medical Oncology and Therapeutics Research, Center for Precision Medicine, City of Hope National Medical Center, Duarte, CA, USA.
Joseph D BonnerDepartment of Medical Oncology and Therapeutics Research, City of Hope National Medical Center, Duarte, CA, USA.
Erin M SiegelCancer Epidemiology Program, H. Lee Moffitt Cancer Center and Research Institute.
David ShibataDepartment of Surgery, University of Tennessee Health Science Center, Memphis, TN, USA.
Gad RennertDepartment of Community Medicine & Epidemiology, Lady Davis Carmel Medical Center, Ruth & Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology.
Stephen B GruberDepartment of Medical Oncology and Therapeutics Research, City of Hope National Medical Center, Duarte, CA, USA.
H Robert FrostDepartment of Biomedical Data Sciences, Geisel School of Medicine at Dartmouth, Hanover, NH, USA.
Christopher I AmosDepartment of Biomedical Data Sciences, Geisel School of Medicine at Dartmouth, Hanover, NH, USA.
Stephanie L SchmitDepartment of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA.
Moffitt Cancer Center · USDartmouth College · USCity Of Hope National Medical Center · USInstitut d'Investigació Biomédica de Bellvitge · ESTechnion – Israel Institute of Technology · ILBaylor College of Medicine · USBroad Institute · USUniversity of Tennessee Health Science Center · US

Funding

TRANSLATIONAL RESEARCHP30CA076292 · NCI · UNIVERSITY OF SOUTH FLORIDA · PI Christine O'Connell · 1998 to 2026
$93.5M
Translational Engineering in Cancer (TEC)P30CA023108 · NCI · DARTMOUTH COLLEGE · PI Fred W Kolling IV · 1985 to 2026
$91.3M
Zhao - Proj 2P20GM130454 · NIGMS · DARTMOUTH COLLEGE · PI Fred W Kolling IV · 2019 to 2026
$27.2M
MOLECULAR EPIDEMIOLOGY OF COLORECTAL CANCERR01CA081488 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI GRUBER, STEPHEN B · 1999 to 2008
$9.2M
Coordinating Center: Molecular and Cellular Findings of Screen-Detected LesionsU01CA196386 · NCI · DARTMOUTH COLLEGE · PI AMOS, CHRISTOPHER I. · 2015 to 2020
$4.1M
The Epidemiology of Immune Responses in Colorectal CancerR01CA197350 · NCI · UNIVERSITY OF SOUTHERN CALIFORNIA · PI GRUBER, STEPHEN B · 2015 to 2019
$3.2M
Quantitative Biomedical Sciences at DartmouthT32LM012204 · NLM · DARTMOUTH COLLEGE · PI TOSTESON, TOR D · 2016 to 2020
$876k
Cancer-specific gene set testingR21CA253408 · NCI · DARTMOUTH COLLEGE · PI FROST, HILDRETH · 2020 to 2020
$451k
Tissue-specific gene set testingK01LM012426 · NLM · DARTMOUTH COLLEGE · PI FROST, HILDRETH · 2016 to 2018
$259k
NCI NIH HHS P30 CA023108NCI NIH HHS P30 CA076292NCI NIH HHS R01 CA081488NCI NIH HHS R01 CA197350NCI NIH HHS R21 CA253408NCI NIH HHS U01 CA196386NIGMS NIH HHS P20 GM130454NLM NIH HHS K01 LM012426NLM NIH HHS T32 LM012204
6 · The paper itself

Abstract

A substantial fraction of patients with stage I-III colorectal adenocarcinoma (CRC) experience disease relapse after surgery with curative intent. However, biomarkers for predicting the likelihood of CRC relapse have not been fully explored. Therefore, we assessed the association between tumor infiltration by a broad array of innate and adaptive immune cell types and CRC relapse risk. We implemented a discovery-validation design including a discovery dataset from Moffitt Cancer Center (MCC; Tampa, FL) and three independent validation datasets: (1) GSE41258 (2) the Molecular Epidemiology of Colorectal Cancer (MECC) study, and (3) GSE39582. Infiltration by 22 immune cell types was inferred from tumor gene expression data, and the association between immune infiltration by each cell type and relapse-free survival was assessed using Cox proportional hazards regression. Within each of the four independent cohorts, CD4+ memory activated T cell (HR: 0.93, 95% CI: 0.90-0.96; FDR = 0.0001) infiltration was associated with longer time to disease relapse, independent of stage, microsatellite instability, and adjuvant therapy. Based on our meta-analysis across the four datasets, 10 innate and adaptive immune cell types associated with disease relapse of which 2 were internally validated using multiplex immunofluorescence. Moreover, immune cell type infiltration was a better predictors of disease relapse than Consensus Molecular Subtype (CMS) and other expression-based biomarkers (Immune-AIC

Indexed as

Colorectal NeoplasmsTranscriptomeHumansMicrosatellite InstabilityPrognosisRecurrencecolorectal adenocarcinomacomparative transcriptomicsimmune microenvironmentMetastasistumor infiltrating lymphocytes

Identifiers

PMID33763292
PMCPMC7951964
OpenAlexW3133676305

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

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.