Evidence map›Paper›PMID 35385730›Full record

ArticleCell reports2022

Global evolution of the tumor microenvironment associated with progression from preinvasive invasive to invasive human lung adenocarcinoma.

Nasser K Altorki, Alain C Borczuk, Sebron Harrison, Lauren K Groner, Bhavneet Bhinder, Vivek Mittal, Olivier Elemento, Timothy E McGraw

Open access · goldAbstract read
In one paragraph

Article in Cell reports, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.

0numbers the graph read from it
0cells of the map it votes in
29citing papers in PubMed
4.4field-weighted citation impact, top 4% 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

29 citing papers in PubMed, 44 citations in OpenAlex.

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  7. Bioelectronics forNanotheranostics · 2026
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  11. Age-dependent cytokine surge in blood precedes cancer diagnosis.Proceedings of the National Academy of Sciences of the United States of America · 2025
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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

8 authors at 1 institution in 2 countries.

Nasser K AltorkiDepartment of Cardiothoracic Surgery, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Neuberger Berman Foundation Lung Cancer Research Center, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Meyer Cancer Center, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA. Electronic address: nkaltork@med.cornell.edu.
Alain C BorczukMeyer Cancer Center, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Department of Pathology, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA.
Sebron HarrisonDepartment of Cardiothoracic Surgery, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Neuberger Berman Foundation Lung Cancer Research Center, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA.
Lauren K GronerDepartment of Radiology, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA.
Bhavneet BhinderCaryl and Israel Englander Institute for Precision Medicine, Institute for Computational Biomedicine, Department of Physiology and Biophysics, Weill Cornell Medicine, New York, NY 10068, USA.
Vivek MittalDepartment of Cardiothoracic Surgery, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Neuberger Berman Foundation Lung Cancer Research Center, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Meyer Cancer Center, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Department of Cell Biology, Weill Cornell Medicine New York, NY 10068, USA.
Olivier ElementoMeyer Cancer Center, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Caryl and Israel Englander Institute for Precision Medicine, Institute for Computational Biomedicine, Department of Physiology and Biophysics, Weill Cornell Medicine, New York, NY 10068, USA.
Timothy E McGrawDepartment of Cardiothoracic Surgery, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Neuberger Berman Foundation Lung Cancer Research Center, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Meyer Cancer Center, Weill Cornell Medicine and NY Presbyterian Hospital, New York, NY 10068, USA; Department of Biochemistry, Weill Cornell Medicine, New York, NY 10068, USA. Electronic address: temcgraw@med.cornell.edu.
Cornell University · US

Funding

Clinical and Translational Science AwardUL1TR001873 · NCATS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI REILLY, MUREDACH P · 2016 to 2025
$99.0M
Disparities in COVID Disease Severity and Outcomes in New York CityUL1TR002384 · NCATS · WEILL MEDICAL COLL OF CORNELL UNIV · PI JULIANNE L IMPERATO-MCGINLEY · 2017 to 2026
$86.2M
The Computational Tumor Immunology Core (CTIC)U54CA272688 · NCI · WEILL MEDICAL COLL OF CORNELL UNIV · PI Vivek Mittal · 2022 to 2026
$7.4M
Intercepting progression from pre-invasive to invasive lung adenocarcinomaUH3CA244697 · NCI · WEILL MEDICAL COLL OF CORNELL UNIV · PI ALTORKI, NASSER KHALED, BORCZUK, ALAIN C · 2021 to 2023
$2.9M
The identification and validation of mechanisms and biomarkers for relapse in diffuse large B-cell lymphoma (Administrative Supplement)R01CA194547 · NCI · WEILL MEDICAL COLL OF CORNELL UNIV · PI ELEMENTO, OLIVIER, TAM, WAYNE · 2015 to 2019
$2.6M
Intercepting progression from pre-invasive to invasive lung adenocarcinomaUG3CA244697 · NCI · WEILL MEDICAL COLL OF CORNELL UNIV · PI ALTORKI, NASSER KHALED, BORCZUK, ALAIN C · 2019 to 2021
$2.1M
NCATS NIH HHS UL1 TR001873NCATS NIH HHS UL1 TR002384NCI NIH HHS R01 CA194547NCI NIH HHS U54 CA272688NCI NIH HHS UG3 CA244697NCI NIH HHS UH3 CA244697
6 · The paper itself

Abstract

To investigate changes in the tumor microenvironment (TME) during lung cancer progression, we interrogate tumors from two chest computed tomography (CT)-defined groups. Pure non-solid (pNS) CT density nodules contain preinvasive/minimally invasive cancers, and solid density nodules contain invasive cancers. Profiling data reveal a dynamic interaction between the tumor and its TME throughout progression. Alterations in genes regulating the extracellular matrix and genes regulating fibroblasts are central at the preinvasive state. T cell-mediated immune suppression is initiated in preinvasive nodules and sustained with rising intensity through progression to invasive tumors. Reduced T cell infiltration of the cancer cell nests is more frequently associated with preinvasive cancers, possibly until tumor evolution leads to a durable, viable invasive phenotype accompanied by more varied and robust immune suppression. Upregulation of immune checkpoints occurs only in the invasive nodules. Throughout progression, an effector immune response is present but is effectively thwarted by the immune-suppressive elements.

Indexed as

AdenocarcinomaAdenocarcinoma of LungLung NeoplasmsHumansNeoplasm InvasivenessRetrospective StudiesTumor MicroenvironmentCP: CancerCT scan densityextracellular matrixGGOlung ground glass lesionspreinvasive lung adenocarcinomaTregstumor microenvironment

Identifiers

PMID35385730
PMCPMC9033258
OpenAlexW4223607602

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.