Evidence map›Paper›PMID 41622714›Full record

ArticleCancer prevention research (Philadelphia, Pa.)2026

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

Frank Weinberg, Abhinav Achreja, Amrita Roy, Olamide Animasahun, Baharan Meghdadi, Anjali Mittal, Fei Yang, Martin Davis, Kathy M De La Torre, Osama Mohamed and 11 more

Abstract read
In one paragraph

Article in Cancer prevention research (Philadelphia, Pa.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

21 authors.

Frank WeinbergDepartment of Medicine, University of Illinois at Chicago, Chicago, Illinois.ORCID 0000-0002-0094-3725
Abhinav AchrejaDepartment of Biomedical Engineering, University of Michigan, Ann Arbor, Michigan.ORCID 0000-0002-1773-6490
Amrita RoyDepartment of Medicine, University of Illinois at Chicago, Chicago, Illinois.ORCID 0000-0001-7142-3949
Olamide AnimasahunDepartment of Chemical Engineering, University of Michigan, Ann Arbor, Michigan.ORCID 0000-0002-4032-3619
Baharan MeghdadiDepartment of Chemical Engineering, University of Michigan, Ann Arbor, Michigan.ORCID 0000-0001-8871-1488
Anjali MittalDepartment of Chemical Engineering, University of Michigan, Ann Arbor, Michigan.ORCID 0000-0001-5670-032X
Fei YangDepartment of Medicinal Chemistry College of Pharmacy, University of Michigan, Ann Arbor, Michigan.ORCID 0000-0003-4987-1985
Martin DavisDepartment of Medicine, University of Illinois at Chicago, Chicago, Illinois.ORCID 0000-0002-5528-4536
Kathy M De La TorreDepartment of Medicine, University of Illinois at Chicago, Chicago, Illinois.ORCID 0009-0002-2695-3574
Osama MohamedDepartment of Medicinal Chemistry College of Pharmacy, University of Michigan, Ann Arbor, Michigan.ORCID 0000-0003-3216-6948
Shari L BarnettDepartment of Surgery, University of Michigan, Ann Arbor, Michigan.ORCID 0009-0008-3556-0928
Aradhana MohanDepartment of Biomedical Engineering, University of Michigan, Ann Arbor, Michigan.ORCID 0000-0003-4467-4659
Srinadh ChopparaDepartment of Biomedical Engineering, University of Michigan, Ann Arbor, Michigan.ORCID 0009-0007-4539-6861
Gurcharan KaurDepartment of Biomedical Engineering, University of Michigan, Ann Arbor, Michigan.ORCID 0000-0002-1000-4115
Alicia HulbertDepartment of Surgery, University of Illinois Chicago, Chicago, Illinois.ORCID 0000-0002-1196-1953
Samuel E WeinbergDepartment of Pathology, Northwestern University, Chicago, Illinois.ORCID 0000-0002-9532-7051
Robert P DicksonDepartment of Internal Medicine, University of Michigan, Ann Arbor, Michigan.ORCID 0000-0002-6875-4277
Ashootosh TripathiDepartment of Medicinal Chemistry College of Pharmacy, University of Michigan, Ann Arbor, Michigan.ORCID 0000-0003-2297-8088
Rishindra M ReddyDepartment of Surgery, University of Illinois Chicago, Chicago, Illinois.ORCID 0000-0002-4337-5051
Nithya RamnathDepartment of Internal Medicine, University of Michigan, Ann Arbor, Michigan.ORCID 0000-0003-3641-5630
Deepak NagrathDepartment of Biomedical Engineering, University of Michigan, Ann Arbor, Michigan.ORCID 0000-0002-8999-2282

Funding

ONCOLOGY RESEARCH TRAINING GRANTT32CA009357 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Qing Li · 1987 to 2026
$8.6M
Targeting Stromal Influences on Glutamine Addiction in Ovarian CancerR01CA227622 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI MOK, SAMUEL C, NAGRATH, DEEPAK · 2018 to 2022
$2.3M
Identification of USP13 as a therapeutic target for ovarian cancerR01CA222251 · NCI · INDIANA UNIVERSITY INDIANAPOLIS · PI LU, XIONGBIN, NAGRATH, DEEPAK · 2018 to 2022
$1.8M
Uncovering Role of Exosomes in Regulating Pancreatic Cancer Cell MetabolismR01CA204969 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI NAGRATH, DEEPAK · 2017 to 2021
$1.7M
American Cancer Society (ACS)Forbes Institute for Cancer DiscoveryGeorgia Babladelis Lung Cancer Research FundNCI NIH HHS R01 CA204969NCI NIH HHS R01 CA222251NCI NIH HHS R01 CA227622NCI NIH HHS T32 CA009357Rogel Cancer Center, University of Michigan (Rogel Cancer Center)University of Michigan Precision Health Scholars Award
6 · The paper itself

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.

Indexed as

LungLung NeoplasmsMicrobiotaAgedBiomarkers, TumorBronchoalveolar Lavage FluidCytokinesFatty AcidsFemaleHumansMacrophagesMaleMetabolomicsMiddle AgedMultiomicsPilot ProjectsBiomarkers, TumorCytokinesFatty Acids

Identifiers

PMID41622714
PMCPMC13040218

What OpenQuestion holds

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LicenceCC BY-NC-ND
Read underepoch 390

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.