Integrated bioinformatics and machine learning reveal pan-apoptosis and immune infiltration signatures in diabetic nephropathy

Yu Liu, Wenqian Lu, Zhicong Xiang, Yuli Shen, Baoyi Ni, Hequn Zou, Xiaofei Shao

Open source

DOI: 10.3389/fimmu.2025.1659065
Published: 2025-12-17
Container: Frontiers in Immunology
Publisher: Frontiers Media SA
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.3389/fimmu.2025.1659065,
  title = {Integrated bioinformatics and machine learning reveal pan-apoptosis and immune infiltration signatures in diabetic nephropathy},
  author = {Yu Liu and Wenqian Lu and Zhicong Xiang and Yuli Shen and Baoyi Ni and Hequn Zou and Xiaofei Shao},
  year = {2025},
  journal = {Frontiers in Immunology},
  doi = {10.3389/fimmu.2025.1659065},
  url = {https://doi.org/10.3389/fimmu.2025.1659065}
}

RIS

TY  - JOUR
TI  - Integrated bioinformatics and machine learning reveal pan-apoptosis and immune infiltration signatures in diabetic nephropathy
AU  - Yu Liu
AU  - Wenqian Lu
AU  - Zhicong Xiang
AU  - Yuli Shen
AU  - Baoyi Ni
AU  - Hequn Zou
AU  - Xiaofei Shao
PY  - 2025
JO  - Frontiers in Immunology
DO  - 10.3389/fimmu.2025.1659065
UR  - https://doi.org/10.3389/fimmu.2025.1659065
ER  -

APA

Liu, Y., Lu, W., Xiang, Z., Shen, Y., Ni, B., Zou, H., & Shao, X. (2025). Integrated bioinformatics and machine learning reveal pan-apoptosis and immune infiltration signatures in diabetic nephropathy. Frontiers in Immunology. https://doi.org/10.3389/fimmu.2025.1659065

Source records

crossref · retrieved 2026-09-25T10:51:24.853Z