Machine learning integrates region-specific microbial signatures to distinguish geographically adjacent populations within a province

Li Luo, Bangwei Chen, Shengyin Zeng, Yaxin Li, Xiaolin Chen, Jianguo Zhang, Xiangjie Guo, Shujin Li, Lei Ruan, Shida Zhu, Cairong Gao, Cuntai Zhang, Tao Li

Open source

DOI: 10.3389/fmicb.2025.1586195
Published: 2025-07-11
Container: Frontiers in Microbiology
Publisher: Frontiers Media SA
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.3389/fmicb.2025.1586195,
  title = {Machine learning integrates region-specific microbial signatures to distinguish geographically adjacent populations within a province},
  author = {Li Luo and Bangwei Chen and Shengyin Zeng and Yaxin Li and Xiaolin Chen and Jianguo Zhang and Xiangjie Guo and Shujin Li and Lei Ruan and Shida Zhu and Cairong Gao and Cuntai Zhang and Tao Li},
  year = {2025},
  journal = {Frontiers in Microbiology},
  doi = {10.3389/fmicb.2025.1586195},
  url = {https://doi.org/10.3389/fmicb.2025.1586195}
}

RIS

TY  - JOUR
TI  - Machine learning integrates region-specific microbial signatures to distinguish geographically adjacent populations within a province
AU  - Li Luo
AU  - Bangwei Chen
AU  - Shengyin Zeng
AU  - Yaxin Li
AU  - Xiaolin Chen
AU  - Jianguo Zhang
AU  - Xiangjie Guo
AU  - Shujin Li
AU  - Lei Ruan
AU  - Shida Zhu
AU  - Cairong Gao
AU  - Cuntai Zhang
AU  - Tao Li
PY  - 2025
JO  - Frontiers in Microbiology
DO  - 10.3389/fmicb.2025.1586195
UR  - https://doi.org/10.3389/fmicb.2025.1586195
ER  -

APA

Luo, L., Chen, B., Zeng, S., Li, Y., Chen, X., Zhang, J., Guo, X., Li, S., Ruan, L., Zhu, S., Gao, C., Zhang, C., & Li, T. (2025). Machine learning integrates region-specific microbial signatures to distinguish geographically adjacent populations within a province. Frontiers in Microbiology. https://doi.org/10.3389/fmicb.2025.1586195

Source records

crossref · retrieved 2026-09-25T19:06:58.344Z