Tumor microbiome-transcriptome crosstalk identifies as an immunotherapeutic predictor in NSCLC.
The tumor-resident microbiome plays a pivotal role in shaping the tumor immune microenvironment; however, its relationship with the host transcriptome and the response to immune checkpoint inhibitors
APA
Wang N, Ma L, et al. (2026). Tumor microbiome-transcriptome crosstalk identifies as an immunotherapeutic predictor in NSCLC.. Theranostics, 16(7), 3426-3446. https://doi.org/10.7150/thno.126091
MLA
Wang N, et al.. "Tumor microbiome-transcriptome crosstalk identifies as an immunotherapeutic predictor in NSCLC.." Theranostics, vol. 16, no. 7, 2026, pp. 3426-3446.
PMID
41608560
Abstract
The tumor-resident microbiome plays a pivotal role in shaping the tumor immune microenvironment; however, its relationship with the host transcriptome and the response to immune checkpoint inhibitors (ICIs) remains largely uncharacterized in non-small cell lung cancer (NSCLC). This study aimed to elucidate the relationship between tissue-resident microbiota, host transcriptomic alterations, and immunotherapy response in NSCLC. Paired tumor (T) and paracancerous tissue (PT) samples from patients with NSCLC were analyzed using 2bRAD-M and bulk RNA sequencing to generate comprehensive microbiome and transcriptome profiles. The conditional mutual information algorithm was employed to systematically investigate intratumoral microbe-host interactions. Associations between key microbes and patient prognosis, ICI response, and response to epidermal growth factor receptor ()-targeted therapy were assessed across four independent local clinical cohorts. Higher microbial richness, α-diversity, and β-diversity were observed in PT samples than in T samples. Specifically, PT-resident and were identified as key bacterial taxa significantly associated with immune cell populations, including CD8 T cells, natural killer cells, and activated dendritic cells. Among these, PT-resident , but not , was independently associated with improved prognosis of patients with NSCLC and ICI response in both local clinical sets and public datasets. Furthermore, a combined diagnostic model integrating PT-resident abundance with routine clinical blood indicators demonstrated markedly superior predictive performance for ICI response compared with the conventional biomarker PD-L1. By contrast, PT-resident exhibited no association with treatment response in the -targeted therapy cohort. PT-resident is strongly associated with the prognosis and ICI response in patients with NSCLC. Moreover, integration of PT-resident with routine clinical blood indicators holds promise as a potential auxiliary diagnostic tool to facilitate personalized immunotherapy in NSCLC.
MeSH Terms
Humans; Carcinoma, Non-Small-Cell Lung; Lung Neoplasms; Microbiota; Transcriptome; Tumor Microenvironment; Prevotella; Immunotherapy; Immune Checkpoint Inhibitors; Prognosis; Female; Male; Middle Aged; Aged; ErbB Receptors
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