Evidence map›Paper›PMID 41791482›Full record

ArticleThe Journal of thoracic and cardiovascular surgery2026

Tumor-infiltrating natural killer cell profiling for therapeutic stratification in patients with resectable non-small cell lung cancer.

Atsushi Ito, Sung Wook Kang, Hee-Jin Jang, Ji Seon Shim, Claire Lee, Priyanka Ranchod, Gena Lee, Sonali Mitra, Jiyeon Jeon, Ayu H Syarif and 12 more

Abstract read
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Article in The Journal of thoracic and cardiovascular surgery, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

22 authors.

Atsushi ItoSystems Onco-Immunology Laboratory, David J. Sugarbaker Division of Thoracic Surgery, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Tex; Department of Thoracic Surgery, Respiratory Center, Matsusaka Municipal Hospital, Matsusaka, Mie, Japan.
Sung Wook KangSystems Onco-Immunology Laboratory, David J. Sugarbaker Division of Thoracic Surgery, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Tex.
Hee-Jin JangSystems Onco-Immunology Laboratory, David J. Sugarbaker Division of Thoracic Surgery, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Tex; Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Tex.
Ji Seon ShimSystems Onco-Immunology Laboratory, David J. Sugarbaker Division of Thoracic Surgery, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Tex.
Claire LeeSystems Onco-Immunology Laboratory, David J. Sugarbaker Division of Thoracic Surgery, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Tex.
Priyanka RanchodSystems Onco-Immunology Laboratory, David J. Sugarbaker Division of Thoracic Surgery, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Tex.
Gena LeeSystems Onco-Immunology Laboratory, David J. Sugarbaker Division of Thoracic Surgery, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Tex.
Sonali MitraSystems Onco-Immunology Laboratory, David J. Sugarbaker Division of Thoracic Surgery, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Tex.
Jiyeon JeonSystems Onco-Immunology Laboratory, David J. Sugarbaker Division of Thoracic Surgery, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Tex.
Ayu H SyarifOtto Loewi Research Centre, Lung Research Cluster, Medical University of Graz, Graz, Austria; Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Baylor College of Medicine, Houston, Tex.
Yun ZhangDivision of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Baylor College of Medicine, Houston, Tex.
Jinyoung ByunInstitute for Clinical and Translational Research, Baylor College of Medicine, Houston, Tex; Section of Epidemiology and Population Sciences, Department of Medicine, Baylor College of Medicine, Houston, Tex; Division of Epidemiology, Biostatistics, and Preventive Medicine, Department of Internal Medicine, University of New Mexico Comprehensive Cancer Center, Albuquerque, NM.
Younghun HanInstitute for Clinical and Translational Research, Baylor College of Medicine, Houston, Tex; Section of Epidemiology and Population Sciences, Department of Medicine, Baylor College of Medicine, Houston, Tex; Division of Epidemiology, Biostatistics, and Preventive Medicine, Department of Internal Medicine, University of New Mexico Comprehensive Cancer Center, Albuquerque, NM.
Joshua MaloDepartment of Pulmonary and Critical Care Medicine, University of Arizona, Tucson, Ariz.
Meera PatelDan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Tex; Division of Hematology and Oncology, Department of Medicine, Baylor College of Medicine, Houston, Tex.
R Taylor RipleyDan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Tex; David J. Sugarbaker Division of Thoracic Surgery, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Tex.
Shawn S GrothDan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Tex; David J. Sugarbaker Division of Thoracic Surgery, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Tex.
Farrah KheradmandDan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Tex; Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Baylor College of Medicine, Houston, Tex.
Bryan M BurtDivision of Thoracic Surgery, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, Calif.
Francesca PolverinoDivision of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, Baylor College of Medicine, Houston, Tex. Electronic address: francesca.polverino@bcm.edu.
Christopher I AmosInstitute for Clinical and Translational Research, Baylor College of Medicine, Houston, Tex; Section of Epidemiology and Population Sciences, Department of Medicine, Baylor College of Medicine, Houston, Tex; Division of Epidemiology, Biostatistics, and Preventive Medicine, Department of Internal Medicine, University of New Mexico Comprehensive Cancer Center, Albuquerque, NM. Electronic address: CIAmos@salud.unm.edu.
Hyun-Sung LeeSystems Onco-Immunology Laboratory, David J. Sugarbaker Division of Thoracic Surgery, Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, Tex; Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, Tex. Electronic address: Hyun-Sung.Lee@bcm.edu.

Funding

Tumor BiologyP30CA125123 · NCI · BAYLOR COLLEGE OF MEDICINE · PI DAVID R ROWLEY · 2007 to 2026
$73.9M
Translating Molecular and Clinical Data to Population Lung Cancer Risk AssessmentU19CA203654 · NCI · UNIVERSITY OF NEW MEXICO HEALTH SCIS CTR · PI Christopher I. Amos · 2017 to 2026
$23.7M
B cell-adaptive Immune Profile in Emphysema-predominant COPDR01HL149744 · NHLBI · UNIVERSITY OF ARIZONA · PI POLVERINO, FRANCESCA · 2020 to 2024
$3.4M
Proteomic determinants of response to checkpoint blockade in malignant pleuralmesotheliomaR37CA248478 · NCI · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI Bryan Michael Burt · 2021 to 2026
$2.9M
Protective effects of metformin against cigarette smoke-induced lung pathologies via regulation of fatty acids metabolismR01HL171622 · NHLBI · BAYLOR COLLEGE OF MEDICINE · PI Francesca Polverino · 2024 to 2026
$2.2M
NOVEL HUMORAL AND CELLULAR BIOMARKERS OF AUTOIMMUNE DISEASES CAUSED BY IMMUNOTHERAPYR21AI159379 · NIAID · BAYLOR COLLEGE OF MEDICINE · PI LEE, HYUN-SUNG, REDONDO, MARIA JOSE · 2023 to 2024
$440k
Heterogeneous Genetic Architecture in Lung Cancer RiskR03CA277197 · NCI · UNIVERSITY OF NEW MEXICO HEALTH SCIS CTR · PI BYUN, JINYOUNG · 2024 to 2025
$156k
NCI NIH HHS P30 CA125123NCI NIH HHS R03 CA277197NCI NIH HHS R37 CA248478NCI NIH HHS U19 CA203654NHLBI NIH HHS R01 HL149744NHLBI NIH HHS R01 HL171622NIAID NIH HHS R21 AI159379
6 · The paper itself

Abstract

objectiveNeoadjuvant chemoimmunotherapy has improved outcomes in resectable non-small cell lung cancer, yet its real-world implementation is often challenged by surgical delays, immune-mediated fibrosis, and postoperative complications. Smokers with non-small cell lung cancer, despite a high risk for surgical morbidity, show enhanced responses to neoadjuvant chemoimmunotherapy. This study aimed to identify smoking-associated immune cell determinants that could guide treatment strategies.

methodsSingle-cell RNA sequencing was performed on 61 lung tissues from nonsmokers and smokers to identify smoking-related immune compositions. The single-cell RNA sequencing data from 19 invasive lung adenocarcinomas were used to validate their presence in the tumor-immune microenvironment. Bulk RNA sequencing data from 102 patients with resected non-small cell lung cancer and 24 patients with non-small cell lung cancer treated with neoadjuvant chemoimmunotherapy followed by surgery were used for in silico cellular deconvolution and outcome analyses.

resultsAmong 135 lung cellular phenotypes, 2 natural killer cell subsets were strongly associated with smoking and chronic obstructive pulmonary disease severity. "Stress-responsive" natural killer cells exhibited immature features and cytokine-responsive features, and "adaptive and immunoregulatory natural killer" cells showed mature features and elevated multiple immune checkpoint expression. High intratumoral "stress-responsive" natural killer cells correlated with improved survival after surgery, particularly in current smokers. Conversely, tumors with low "stress-responsive" natural killer and high "adaptive and immunoregulatory natural killer" cells responded more favorably to neoadjuvant chemoimmunotherapy.

conclusionsIntratumoral natural killer cell phenotyping may aid in therapeutic stratification in patients with non-small cell lung cancer. "Stress-responsive" natural killer cell preservation predicts benefit from up-front surgery, whereas "adaptive and immunoregulatory natural killer" cell enrichment indicates improved response to neoadjuvant chemoimmunotherapy. These natural killer cell profiles may help optimize treatment by balancing therapeutic benefit and risk.

Indexed as

Carcinoma, Non-Small-Cell LungKiller Cells, NaturalLung NeoplasmsLymphocytes, Tumor-InfiltratingAgedFemaleHumansMaleMiddle AgedNeoadjuvant TherapyPneumonectomyRisk FactorsSmokingTreatment OutcomeTumor Microenvironmentcellular biomarkerchronic obstructive pulmonary diseasenatural killer cellneoadjuvant chemoimmunotherapynon–small cell lung cancerpredictive markerprognostic markersingle-cell RNA sequencingsmoking

Identifiers

PMID41791482
PMCPMC13513242

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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.