Evidence map›Paper›PMID 34016641›Full record

ArticleClinical cancer research : an official journal of the American Association for Cancer Research2021

Sex-Based Dimorphism of Anticancer Immune Response and Molecular Mechanisms of Immune Evasion.

Fabio Conforti, Laura Pala, Eleonora Pagan, Vincenzo Bagnardi, Tommaso De Pas, Paola Queirolo, Elisabetta Pennacchioli, Chiara Catania, Emilia Cocorocchio, Pier Francesco Ferrucci and 18 more

Open access · bronzeAbstract read
In one paragraph

Article in Clinical cancer research : an official journal of the American Association for Cancer Research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 68 papers.

0numbers the graph read from it
0cells of the map it votes in
68citing papers in PubMed
7.7field-weighted citation impact, top 2% 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

68 citing papers in PubMed, 103 citations in OpenAlex.

  1. Article
  2. Article
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  5. Sex-based molecular and prognostic disparities in pan-cancer: an analysis across the global cohorts.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2026
    Article
  6. Review
  7. Sex Differences in Lung Immunity.Immunological reviews · 2026
    Review
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  11. Article
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8 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

28 authors at 11 institutions in 4 countries.

Fabio Conforti *Division of Medical Oncology for Melanoma & Sarcoma, IEO, European Institute of Oncology IRCCS, Milan, Italy. fabio.conforti@ieo.it.ORCID 0000-0002-6233-0502
Laura Pala *Division of Medical Oncology for Melanoma & Sarcoma, IEO, European Institute of Oncology IRCCS, Milan, Italy.
Eleonora PaganDepartment of Statistics and Quantitative Methods, University of Milan-Bicocca, Milan, Italy.ORCID 0000-0002-6788-394X
Vincenzo BagnardiDepartment of Statistics and Quantitative Methods, University of Milan-Bicocca, Milan, Italy.
Tommaso De PasDivision of Medical Oncology for Melanoma & Sarcoma, IEO, European Institute of Oncology IRCCS, Milan, Italy.ORCID 0000-0001-5684-5254
Paola QueiroloDivision of Medical Oncology for Melanoma & Sarcoma, IEO, European Institute of Oncology IRCCS, Milan, Italy.
Elisabetta PennacchioliDivision of Medical Oncology for Melanoma & Sarcoma, IEO, European Institute of Oncology IRCCS, Milan, Italy.
Chiara CataniaDivision of Thoracic Oncology, European Institute of Oncology, IRCCS, Milan, Italy.
Emilia CocorocchioDivision of Medical Oncology, European Institute of Oncology, IRCCS, Milan, Italy.ORCID 0000-0003-1184-6426
Pier Francesco FerrucciDepartment of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy.
Maristella SaponaraDivision of Medical Oncology for Melanoma & Sarcoma, IEO, European Institute of Oncology IRCCS, Milan, Italy.
Gianmarco OrsoliniDivision of Medical Oncology for Melanoma & Sarcoma, IEO, European Institute of Oncology IRCCS, Milan, Italy.
Paola ZagamiDivision of Medical Oncology for Melanoma & Sarcoma, IEO, European Institute of Oncology IRCCS, Milan, Italy.
Eleonora NicolóDivision of Medical Oncology for Melanoma & Sarcoma, IEO, European Institute of Oncology IRCCS, Milan, Italy.
Filippo De MarinisDivision of Thoracic Oncology, European Institute of Oncology, IRCCS, Milan, Italy.
Giampaolo TortoraComprehensive Cancer Center, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Rome, Italy.ORCID 0000-0002-1378-4962
Emilio BriaComprehensive Cancer Center, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Rome, Italy.ORCID 0000-0002-2333-704X
Saverio MinucciDepartment of Experimental Oncology, IEO, European Institute of Oncology IRCCS, Milan, Italy.
Hadine JoffeHarvard Medical School, Boston, Massachusetts. Mary Horrigan Connors Center for Women's Health and Gender Biology, Brigham and Women's Hospital, Boston, Massachusetts.
Paolo VeronesiDivision of Breast Cancer Surgery, IEO, European Institute of Oncology, IRCCS, Milan, Italy; Faculty of Medicine, University of Milan, Milan, Italy.
Jennifer WargoDepartment of Surgical Oncology and Department of Genomic Medicine MD Anderson Cancer Center, Houston, Texas.
Rachel RosenthalCancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, University College London, London, United Kingdom.
Charles SwantonCancer Evolution and Genome Instability Laboratory, The Francis Crick Institute, Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, University College London, London, United Kingdom.ORCID 0000-0002-4299-3018
Alberto Mantovani *Humanitas Clinical and Research Center IRCCS and Humanitas University, Milan, Italy.ORCID 0000-0001-5578-236X
Richard D Gelber *Department of Data Science, Dana-Farber Cancer Institute, Harvard Medical School, Harvard T.H. Chan School of Public Health, and Frontier Science & Technology Research Foundation, Boston, Massachusetts.ORCID 0000-0001-8270-8712
Giuseppe Viale *Department of Pathology, IEO, European Institute of Oncology IRCCS Milan, Italy.
Aron Goldhirsch *MultiMedica San Giuseppe Hospital, Milan, Italy.
Giuseppe Giaccone *Department of Oncology, Weill Cornel Medicine, New York, New York.ORCID 0000-0002-7392-1965
European Institute of Oncology · ITCRUK Lung Cancer Centre of Excellence · GBUniversità Cattolica del Sacro Cuore · ITUniversity of Milan · ITUniversity of Milano-Bicocca · ITBrigham and Women's Hospital · USCornell College · USDana-Farber Cancer Institute · USHumanitas University · ITOspedale San Giuseppe · ITThe University of Texas MD Anderson Cancer Center · US

Funding

Wellcome Trust FC001169
6 · The paper itself

Abstract

purposeWe previously demonstrated that sex influences response to immune checkpoint inhibitors. In this article, we investigate sex-based differences in the molecular mechanisms of anticancer immune response and immune evasion in patients with NSCLC. EXPERIMENTAL

designWe analyzed (i) transcriptome data of 2,575 early-stage NSCLCs from seven different datasets; (ii) 327 tumor samples extensively characterized at the molecular level from the TRACERx lung study; (iii) two independent cohorts of 329 and 391 patients, respectively, with advanced NSCLC treated with anti-PD-1/anti-PD-L1 drugs.

resultsAs compared with men, the tumor microenvironment (TME) of women was significantly enriched for a number of innate and adaptive immune cell types, including specific T-cell subpopulations. NSCLCs of men and women exploited different mechanisms of immune evasion. The TME of females was characterized by significantly greater T-cell dysfunction status, higher expression of inhibitory immune checkpoint molecules, and higher abundance of immune-suppressive cells, including cancer-associated fibroblasts, MDSCs, and regulatory T cells. In contrast, the TME of males was significantly enriched for a T-cell-excluded phenotype. We reported data supporting impaired neoantigens presentation to immune system in tumors of men, as molecular mechanism explaining the findings observed. Finally, in line with our results, we showed significant sex-based differences in the association between TMB and outcome of patients with advanced NSCLC treated with anti-PD-1/PD-L1 drugs.

conclusionsWe demonstrated meaningful sex-based differences of anticancer immune response and immune evasion mechanisms, that may be exploited to improve immunotherapy efficacy for both women and men.

Indexed as

ImmunityTumor EscapeAgedCarcinoma, Non-Small-Cell LungFemaleHumansImmunotherapyLung NeoplasmsMaleMiddle AgedSex CharacteristicsTumor Microenvironment

Identifiers

PMID34016641
PMCPMC7611463
OpenAlexW3161254945

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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.