Nephron · 2025
Role of Mitophagy in Ischemia-Reperfusion Renal Injury: New Insights from Bioinformatics Analysis.
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Zhou Huanjie, Huang Qionghui, Huang Aoran, Feng Jingying, Chen Sihua, Li Peixing, Zhu Lang-Jing
Аннотация
INTRODUCTION: Mitophagy is central to acute kidney injury (AKI) pathogenesis. Elucidating its molecular interplay with AKI is crucial for novel therapeutics.
METHODS: This study is based on transcriptome sequencing combined with single-cell sequencing and applies bioinformatics analysis. Finally, it is verified by in vitro, in vivo, and clinical specimen experiments.
RESULTS: In transcriptome analysis, combining protein-protein interaction mapping with machine intelligence algorithms, we screened out two mitophagy-related differentially expressed genes (MitoDEGs), solute carrier family 3 member 2 (SLC3A2) and thioredoxin (TXN). The immunological analysis revealed a notable rise in monocyte infiltration in the immune microenvironment of ischemia-reperfusion injury (IRI)-AKI. Spearman analysis indicated hub MitoDEGs were positively correlated with pro-inflammatory immune cell infiltration and negatively correlated with anti-inflammatory or regulatory immune cell infiltration. Based on the highest binding score, 506-26-3 CTD (gamma-linolenic acid) was determined to be the top promising therapeutic candidate. At the single-cell level, hub MitoDEGs were mainly expressed in proximal tubular. In cell experiments, mitophagy was inhibited after hypoxia-reoxygenation, SLC3A2 matched earlier results, while TXN was contrary to the previous analysis results. In the IRI-AKI rat experiments, the findings regarding hub MitoDEGs aligned with our prior analysis, revealing a decrease in the expression of genes associated with mitophagy. Consequently, we directed our attention to the expression levels of SLC3A2 in clinical cases of AKI, where we observed a notable increase.
CONCLUSION: Our research indicates that SLC3A2 could be a crucial target for enhancing IRI-AKI through the modulation of the mitophagy pathway.
METHODS: This study is based on transcriptome sequencing combined with single-cell sequencing and applies bioinformatics analysis. Finally, it is verified by in vitro, in vivo, and clinical specimen experiments.
RESULTS: In transcriptome analysis, combining protein-protein interaction mapping with machine intelligence algorithms, we screened out two mitophagy-related differentially expressed genes (MitoDEGs), solute carrier family 3 member 2 (SLC3A2) and thioredoxin (TXN). The immunological analysis revealed a notable rise in monocyte infiltration in the immune microenvironment of ischemia-reperfusion injury (IRI)-AKI. Spearman analysis indicated hub MitoDEGs were positively correlated with pro-inflammatory immune cell infiltration and negatively correlated with anti-inflammatory or regulatory immune cell infiltration. Based on the highest binding score, 506-26-3 CTD (gamma-linolenic acid) was determined to be the top promising therapeutic candidate. At the single-cell level, hub MitoDEGs were mainly expressed in proximal tubular. In cell experiments, mitophagy was inhibited after hypoxia-reoxygenation, SLC3A2 matched earlier results, while TXN was contrary to the previous analysis results. In the IRI-AKI rat experiments, the findings regarding hub MitoDEGs aligned with our prior analysis, revealing a decrease in the expression of genes associated with mitophagy. Consequently, we directed our attention to the expression levels of SLC3A2 in clinical cases of AKI, where we observed a notable increase.
CONCLUSION: Our research indicates that SLC3A2 could be a crucial target for enhancing IRI-AKI through the modulation of the mitophagy pathway.