Integrating transcriptomics, metabolomics, and network pharmacology to investigate multi-target effects of sporoderm-broken spores of Ganoderma lucidum on improving HFD-induced diabetic nephropathy rats
Diabetes mellitus (DM) is a major metabolic disease endangering global health, with diabetic nephropathy (DN) as a primary complication lacking curative therapy. Sporoderm-broken spores of <i>Ganoderma lucidum</i> (GLP), an herbal medicine, has been used for the treatment of metabolic disorders. In this study, DN was induced in Sprague-Dawley rats using streptozotocin (STZ) and a high-fat diet (HFD), and the protective mechanisms of GLP were investigated through transcriptomic, metabolomic, and network pharmacology (NP) analyses. Our results demonstrated that GLP intervention ameliorated renal damage and inflammation levels in DN rats. Integrative metabolomic and transcriptomic analysis revealed that GLP treatment modulated glucose and cellular energy metabolisms by regulating relevant genes. GLP significantly suppressed the inflammations by impacting glucose and energy metabolism-related gene expression (<i>Igfbp1</i> and <i>Angptl4</i>) and enhanced metabolic biomarkers of 4-Aminocatechol. In addition, NP analysis further indicated that GLP may efficiently alleviate DN via immune-related pathways. In conclusion, this study provides supportive evidence of the anti-inflammatory effects of GLP supplements, highlighting their potential for promising clinical applications in treating DN.
Authors
- Lidan Hu (ORCID: https://orcid.org/0000-0002-1145-2745)
- Zhichao Ma
- Cai-Feng Zhu
- Ying Zhang (ORCID: https://orcid.org/0000-0003-3139-3524)
- Yue Wang (ORCID: https://orcid.org/0009-0000-3993-3279)
- Jiazhen Yin (ORCID: https://orcid.org/0000-0002-6568-0970)
- Xue Li (ORCID: https://orcid.org/0000-0002-4515-6792)
- Yue Chen (ORCID: https://orcid.org/0009-0004-5110-6400)
- Xuelin He
- Xiangjun Chen (ORCID: https://orcid.org/0000-0002-4354-9330)
- Wunan Huang (ORCID: https://orcid.org/0009-0003-6781-7701)
- Lili Yu
- Yuelin Guan
- Zhongkai Cao
- Yayu Li
Institutions
- Zhejiang Provincial Hospital of TCM (CN)
- Children's Hospital of Zhejiang University (CN)
- Second Hospital of Tianjin Medical University (CN)
- Centre for Global Health Research (CA)
- Hangzhou Hospital of Traditional Chinese Medicine (CN)
- Hubei Normal University (CN)
- First Affiliated Hospital Zhejiang University (CN)
- Tianjin Medical University (CN)
- Zhejiang University (CN)
Publication Details
- Journal
- Journal of Pharmaceutical Analysis
- Published
- 2024-09-19
- DOI
- https://doi.org/10.1016/j.jpha.2024.101105
- Citations
- 6
- Primary Topic
- Fungal Biology and Applications
- Type
- article
- Field-Weighted Citation Impact
- 2.69
Funders
- National Natural Science Foundation of China