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Article | Open Access

Dissection of intratumor microbiome–host interactions at the single-cell level in lung cancer

Yong-Jing Ma1,#Yuan-Chen Sun2,#Lu Wang1Wan-Xing Xu1Xiao-Dan Fan3Jun Ding4Christopher Heeschen1Wen-Juan Wu5( )Xiao-Qi Zheng1( )Ning-Ning Liu1( )
State Key Laboratory of Systems Medicine for Cancer, Center for Single-Cell Omics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China
Peking University Cancer Hospital and Institute, Beijing, China
The Chinese University of Hong Kong, Hong Kong, China
Department of Medicine, McGill University, Quebec, Canada
Department of Laboratory Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, China

#These authors contribute equally to this work

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Highlights

• Somatic cell-associated microbes vary in lung tumor samples.

• Cell-associated bacteria influence the transcriptome by modulating immune pathways.

• Bacteria and fungi differentially regulate subtypes of T cells and macrophages in lung cancer dynamics.

• Specific cell-associated bacteria are significantly correlated with the clinical features of lung cancer.

Abstract

The intratumor microbiome, one of the hallmarks of cancer, plays a crucial role in cancer progression through its interaction with the host. However, the underlying mechanisms remain poorly understood. In this study, six publicly available single-cell transcriptomic lung cancer datasets (comprising 178 samples) from multiple centers (Shanghai, New York, Seoul) were integrated to investigate the heterogeneity of host–microbiome interactions at the single-cell level using single-cell analysis of host–microbiome interactions (SAHMI). The results indicate that primary tumor tissues have a high proportion of fungi-associated cells, whereas metastatic brain tissues predominantly contain bacteria-associated cells. There are also distinct microbial distributions across cell types. Notably, the presence of specific bacteria significantly influences the transcriptome of resident host cells, including T cells and macrophages, by modulating pathways related to ribosomal RNA (rRNA) processing, cellular responses to stress and stimuli, and RNA and protein metabolism. Finally, specific cell-associated bacteria are significantly correlated with clinical features, such as lung cancer stages and smoking frequency. These single-cell insights into microbiome–host interactions improve current understanding about lung cancer development and progression and offer potential micro-ecological and diagnostic insights.

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hLife
Pages 391-406

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Cite this article:
Ma Y-J, Sun Y-C, Wang L, et al. Dissection of intratumor microbiome–host interactions at the single-cell level in lung cancer. hLife, 2025, 3(8): 391-406. https://doi.org/10.1016/j.hlife.2024.09.001

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Received: 28 June 2024
Revised: 05 September 2024
Accepted: 06 September 2024
Published: 01 August 2025
© 2024 The Authors.

This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).