A multi-omics Mendelian randomization framework identifies PM2.5-annotated candidate regulatory genes and methylation-linked pathways in diabetic nephropathy

Hao Zhang, Peijun He, Feihong Ren, Haojun Zhang, Fang Ma, Huimin Mao, Yuyang Wang, Tingting Zhao, Ping Li, Xin Yang, Tongtong Liu, Qi Jin, Yongli Zhan, Liping Yang

Open source

DOI
10.1186/s13148-026-02215-9
Published
2026-08-10
Container
Clinical Epigenetics
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1186/s13148-026-02215-9,
  title = {A multi-omics Mendelian randomization framework identifies PM2.5-annotated candidate regulatory genes and methylation-linked pathways in diabetic nephropathy},
  author = {Hao Zhang and Peijun He and Feihong Ren and Haojun Zhang and Fang Ma and Huimin Mao and Yuyang Wang and Tingting Zhao and Ping Li and Xin Yang and Tongtong Liu and Qi Jin and Yongli Zhan and Liping Yang},
  year = {2026},
  journal = {Clinical Epigenetics},
  doi = {10.1186/s13148-026-02215-9},
  url = {https://doi.org/10.1186/s13148-026-02215-9}
}

RIS

TY  - JOUR
TI  - A multi-omics Mendelian randomization framework identifies PM2.5-annotated candidate regulatory genes and methylation-linked pathways in diabetic nephropathy
AU  - Hao Zhang
AU  - Peijun He
AU  - Feihong Ren
AU  - Haojun Zhang
AU  - Fang Ma
AU  - Huimin Mao
AU  - Yuyang Wang
AU  - Tingting Zhao
AU  - Ping Li
AU  - Xin Yang
AU  - Tongtong Liu
AU  - Qi Jin
AU  - Yongli Zhan
AU  - Liping Yang
PY  - 2026
JO  - Clinical Epigenetics
DO  - 10.1186/s13148-026-02215-9
UR  - https://doi.org/10.1186/s13148-026-02215-9
ER  - 

APA

Zhang, H., He, P., Ren, F., Zhang, H., Ma, F., Mao, H., Wang, Y., Zhao, T., Li, P., Yang, X., Liu, T., Jin, Q., Zhan, Y., & Yang, L. (2026). A multi-omics Mendelian randomization framework identifies PM2.5-annotated candidate regulatory genes and methylation-linked pathways in diabetic nephropathy. Clinical Epigenetics. https://doi.org/10.1186/s13148-026-02215-9

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