Integrative analysis of renal microRNA and mRNA to identify hub genes and pivotal pathways associated with cyclosporine-induced acute kidney injury in mice

Author:

Yang Qiaoling12,Wang Xunjiang2,Li Hongjing13,Yin Xuedong1,Liu Hongxia1,Hu Wenjuan1,Qing Ying4,Ding Lili2,Yang Li2,Li Zhiling1ORCID,Sun Huajun1ORCID

Affiliation:

1. Department of Pharmacy, Shanghai Children’s Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, China

2. Institute of Chinese Materia Medica, Shanghai University of Traditional Chinese Medicine, Shanghai, China

3. Department of Pediatrics, Hunan Children’s Hospital, Changsha, China

4. Bio-X Institutes, Key Laboratory for the Genetics of Developmental and Neuropsychiatric Disorders (Ministry of Education), Shanghai Jiao Tong University, Shanghai, China

Abstract

Cyclosporine (CsA) is an immunosuppressive agent that often causes acute kidney injury (AKI) in children. The specific mechanisms underlying CsA-induced AKI are currently unknown. This study used an integrated network analysis of microRNA (miRNA) and mRNA expression profiles, biochemical and pathological analyses to further investigate these potential mechanisms of CsA-induced AKI. Small RNA sequence analysis identified 25 differentially expressed miRNAs, RNA sequencing analysis identified 4,109 differentially expressed mRNAs. We obtained a total of 4,367 target genes from the 25 differentially expressed miRNAs based on three algorithms, including the Mirdb, Mirtarbase, and TargetScan. 971 target genes overlapped between the 4,367 target genes and 4,109 differentially expressed mRNAs were identified for further bioinformatics analysis. Finally, 30 hub genes and two main modules were recognized. Functional enrichment analysis of 30 hub genes indicated that inflammation and epithelial-mesenchymal transition (EMT) related genes were mainly concentrated together. Pathway analysis revealed that the PI3K-Akt signaling pathway plays an integral role in CsA-induced AKI. Network analysis identified 3 important miRNAs, mmu‐miR-17b‐5p, mmu-miR-19b-3p, and mmu-mir-423-5p that may further promote the development of inflammatory responses and EMT by mediating a complex network of factors. Our research provides a clearer understanding the molecular mechanism of this specific drug-induced AKI by CsA use, which is useful for discovering potential targets for gene therapies, and drug development in CsA-induced AKI.

Funder

Shanghai Sailing Program

Interdisciplinary Program of Shanghai Jiao Tong University

Shanghai “Rising Stars of Medical Talent” Youth Development Program “Outstanding Youth Medical Talent”

Shanghai Talent Development

Innovative research team of high-level local universities in Shanghai

Shanghai “Rising Stars of Medical Talents” Youth Development Program

Chinese Pharmaceutical Association Hospital Pharmacy department

Publisher

SAGE Publications

Subject

Health, Toxicology and Mutagenesis,Toxicology,General Medicine

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