Evidence map›Paper›PMID 27687306›Full record

ArticleAnnals of oncology : official journal of the European Society for Medical Oncology2017

Whole-exome sequencing and immune profiling of early-stage lung adenocarcinoma with fully annotated clinical follow-up.

H Kadara, M Choi, J Zhang, E R Parra, J Rodriguez-Canales, S G Gaffney, Z Zhao, C Behrens, J Fujimoto, C Chow and 15 more

Erratum issuedOpen access · bronzeAbstract read
In one paragraph

Article in Annals of oncology : official journal of the European Society for Medical Oncology, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 125 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
125citing papers in PubMed, 1 pooled it
5.9field-weighted citation impact, top 3% 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

125 citing papers in PubMed, 1 synthesis or guideline pooled it, 209 citations in OpenAlex.

  1. Pooled it
  2. Cancer discovery · 2018
    Trial
  3. Article
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  8. Article
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  12. Precision immune regulation in KRAS-mutated cancers: the final piece of the puzzle?Journal of experimental & clinical cancer research : CR · 2025
    Review
  13. Article
  14. Article
  15. Article
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  20. Review

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

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

25 authors at 7 institutions in 3 countries.

H KadaraDepartment of Biochemistry and Molecular Genetics, Faculty of Medicine, American University of Beirut, Beirut, Lebanon.
M ChoiDepartment of Genetics, Howard Hughes Medical Institute, Maryland, USA.
J ZhangDepartment of Biostatistics and Computational Biology, Indiana University Melvin and Bren Simon Cancer Center , Indianapolis , Indiana , USA.
E R ParraDepartment of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston.
J Rodriguez-CanalesDepartment of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston.
S G GaffneyDepartment of Ecology and Evolutionary Biology, Yale University, New Haven.
Z ZhaoDepartment of Ecology and Evolutionary Biology, Yale University, New Haven.
C BehrensDepartment of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA.
J FujimotoDepartment of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston.
C ChowDepartment of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston.
Y YooBiomedical Research Institute, Seoul National University Hospital, Seoul, Republic of Korea.
N Kalhor
C Moran
D RimmYale Comprehensive Cancer Center, Yale School of Medicine, Yale University, New Haven.
S SwisherDepartment of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston.
D L GibbonsDepartment of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA.
J HeymachDepartment of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA.
E KaftanYale Comprehensive Cancer Center, Yale School of Medicine, Yale University, New Haven.
J P TownsendDepartment of Ecology and Evolutionary Biology, Yale University, New Haven.
T J LynchYale Comprehensive Cancer Center, Yale School of Medicine, Yale University, New Haven.
J SchlessingerYale Comprehensive Cancer Center, Yale School of Medicine, Yale University, New Haven.
J LeeDepartment of Biostatistics and Computational Biology, Indiana University Melvin and Bren Simon Cancer Center , Indianapolis , Indiana , USA.
R P LiftonDepartment of Genetics, Howard Hughes Medical Institute, Maryland, USA.
I I WistubaDepartment of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston.
R S HerbstYale Comprehensive Cancer Center, Yale School of Medicine, Yale University, New Haven.
The University of Texas MD Anderson Cancer Center · USYale University · USYale Cancer Center · USAmerican University of Beirut · LBHoward Hughes Medical Institute · USSeoul National University · KRSeoul National University Hospital · KR

Funding

Tumor Evolution and Metastasis ProgramP30CA016672 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI Scott Kopetz · 1985 to 2026
$290.8M
UNIVERSITY OF TEXAS--SPORE IN LUNG CANCERP50CA070907 · NCI · UT SOUTHWESTERN MEDICAL CENTER · PI GIBBONS, DON LYNN · 1996 to 2024
$57.4M
Yale SPORE in Lung Cancer (YSILC): The Biology and Personalized Treatment of Lung CancerP50CA196530 · NCI · YALE UNIVERSITY · PI Shuangge Ma · 2015 to 2026
$31.1M
Personalizing NSCLC Therapy: Exploiting KRAS activated pathwaysR01CA155196 · NCI · YALE UNIVERSITY · PI HERBST, ROY S, PAPADIMITRAKOPOULOU, VASSILIKI · 2011 to 2015
$2.8M
NCI NIH HHS P30 CA016672NCI NIH HHS P50 CA070907NCI NIH HHS P50 CA196530NCI NIH HHS R01 CA155196
6 · The paper itself

Abstract

Background: Lung adenocarcinomas (LUADs) lead to the majority of deaths attributable to lung cancer. We performed whole-exome sequencing (WES) and immune profiling analyses of a unique set of clinically annotated early-stage LUADs to better understand the pathogenesis of this disease and identify clinically relevant molecular markers. Methods: We performed WES of 108 paired stage I-III LUADs and normal lung tissues using the Illumina HiSeq 2000 platform. Ten immune markers (PD-L1, PD-1, CD3, CD4, CD8, CD45ro, CD57, CD68, FOXP3 and Granzyme B) were profiled by imaging-based immunohistochemistry (IHC) in a subset of LUADs (n = 92). Associations among mutations, immune markers and clinicopathological variables were analyzed using ANOVA and Fisher's exact test. Cox proportional hazards regression models were used for multivariate analysis of clinical outcome. Results: LUADs in this cohort exhibited an average of 243 coding mutations. We identified 28 genes with significant enrichment for mutation. SETD2-mutated LUADs exhibited relatively poor recurrence- free survival (RFS) and mutations in STK11 and ATM were associated with poor RFS among KRAS-mutant tumors. EGFR, KEAP1 and PIK3CA mutations were predictive of poor response to adjuvant therapy. Immune marker analysis revealed that LUADs in smokers and with relatively high mutation burdens exhibited increased levels of immune markers. Analysis of immunophenotypes revealed that LUADs with STK11 mutations exhibited relatively low levels of infiltrating CD4+/CD8+ T-cells indicative of a muted immune response. Tumoral PD-L1 was significantly elevated in TP53 mutant LUADs whereas PIK3CA mutant LUADs exhibited markedly down-regulated PD-L1 expression. LUADs with TP53 or KEAP1 mutations displayed relatively increased CD57 and Granzyme B levels indicative of augmented natural killer (NK) cell infiltration. Conclusion(s): Our study highlights molecular and immune phenotypes that warrant further analysis for their roles in clinical outcomes and personalized immune-based therapy of LUAD.

Indexed as

AdenocarcinomaAdenocarcinoma of LungBiomarkers, TumorDisease-Free SurvivalDNA Mutational AnalysisExomeFemaleFollow-Up StudiesGenome-Wide Association StudyHumansImmunohistochemistryKaplan-Meier EstimateLung NeoplasmsMaleMutationNeoplasm StagingBiomarkers, Tumorimmune profileslung adenocarcinomawhole-exome sequencing

Identifiers

PMID27687306
PMCPMC5982809
OpenAlexW2467417577

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

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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.