Integrative Analysis of Multiomic Pathways Predicts Cancer-Affected Lobes in Lung Cancer

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Authors: Frank D. Weinberg, Abhinav Achreja, Amrita Roy, Olamide H. Animasahun, Baharan Meghdadi, Anjali Mittal, Fei Yang, Martin Davis, Kathy M. De La Torre, Osama Mohamed, Shari L. Barnett, Aradhana Mohan
+9 more Srinadh Choppara, Gurcharan Kaur, Alicia Hulbert, Samuel E. Weinberg, Robert P. Dickson, Ashootosh Tripathi, Rishindra M. Reddy, Nithya Ramnath, Deepak Nagrath
Cited by: 1
References: 83

Abstract

Lung cancer is the leading cause of cancer-related deaths. The human microbiome plays an important role in regulating response to cancer therapeutics, outcomes, and biological processes. However, little is known about the interplay between the lung microbiome and other biological processes in cancer. In an exploratory pilot study, we collected bronchoalveolar lavage fluid and brushings from 20 patients with early-stage lung cancer and performed microbial sequencing, untargeted metabolomics, and cytokine analysis. In addition, we employed computational and machine learning approaches to identify integrated microbial-immunometabolic pathways. Finally, we performed preliminary mechanistic studies to confirm our findings. Previously, we published that upper airway microbiota were selectively enriched in tumor-affected lobes. In the present study, we demonstrate that enrichment of protumorigenic cytokines and specific fatty acids is associated with tumor-affected lobes. Finally, we find that long-chain fatty acid stimulation of macrophages leads to neoplastic transformation of lung epithelial cells. Therefore, the findings of this study identify a perturbed fatty acid-macrophage axis that is a potential biomarker of early-stage lung cancer and will lead to the development of novel therapeutic agents. PREVENTION RELEVANCE: This study identifies a lung microbiome-driven immunometabolic axis involving stearic acid and MIP1β in tumor-affected lobes of patients with early-stage lung cancer. These localized microbial and cytokine-metabolite signatures may serve as biomarkers for early detection and provide targets for preventive strategies in high-risk individuals undergoing lung cancer screening.

Fields of Study & Subjects

Immune cells in cancer Ferroptosis and cancer prognosis Cancer Lipids and Metabolism

Publication details

Journal / source
Cancer Prevention Research
Publisher
American Association for Cancer Research (AACR)
Volume
19
Issue
4
Pages
229–249
Publication date
30 January 2026
Language
EN