Department of Cardiology, Ganzhou Hospital of Guangdong Provincial People's Hospital, Ganzhou Municipal Hospital (Gannan Medical University Affiliated Municipal Hospital), 49 Dagong Road, 341000, Ganzhou, China.
School of Basic Medicine, Fourth Military Medical University, 710032, Xi'an, China.
Funct Integr Genomics. 2024 Oct 23;24(6):196. doi: 10.1007/s10142-024-01475-z.
This study analyzed transcriptomic and proteomic data to identify molecular changes during heart failure (HF). Additionally,we embarked on an exploration of the prospect of therapeutic intervention through the manipulation of proteins implicated in ferroptosis. Three publicly available microarray datasets (GSE135055, GSE147236, GSE161472) profiling left ventricular samples from HF patients and healthy controls were obtained. Differentially expressed genes were identified in each dataset and cross-analyzed to determine shared gene signatures. Enrichment analysis of Gene Ontology (GO) terms, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways, and gene set enrichment analysis were performed. Differentially expressed proteins were obtained from published proteomic studies and integrated with the transcriptomic results. To validate findings, a HF mouse model was generated and ferroptosis-related proteins were evaluated. Additionally, the effect of suppression of ferroptosis on hypoxia-induced ischemia model in HL-1 cardiomyocytes was assessed by knocking down Acyl-CoA synthetase long-chain family member 4 (ACSL4) using small interfering RNA (siRNA).Cross-analysis of differentially expressed genes (DEGs) in the GSE135055, GSE147236 and GSE161472 datasets revealed 224 up-regulated and 187 down-regulated potential genes which showed high enrichment in immune, inflammatory and metabolic pathways. Notably, four proteins, among them ACSL4, displayed consistent alterations at both the transcriptional and protein levels. In the HF mouse model, ACSL4 exhibited an elevation, whereas negative regulators of ferroptosis witnessed a decrement. Subsequently, knockdown of ACSL4 in a hypoxia-induced ischemic HL-1 cardiomyocyte cell model upregulated the expression of ferroptosis inhibitory protein and decreased the levels of reactive oxygen species (ROS), malondialdehyde (MDA)., and free iron and increased cell viability. Comprehensive multi-omics analysis revealed that the expression of the molecular target ACSL4 was increased in HF. Targeting ACSL4 to inhibit ferroptosis may represent a novel therapeutic strategy for HF treatment.
本研究通过分析转录组学和蛋白质组学数据,来鉴定心力衰竭(HF)过程中的分子变化。此外,我们还探索了通过操纵铁死亡相关蛋白来进行治疗干预的可能性。我们获得了三个公开的微阵列数据集(GSE135055、GSE147236、GSE161472),这些数据集分别对 HF 患者和健康对照者的左心室样本进行了基因表达谱分析。在每个数据集内鉴定差异表达基因,并进行交叉分析以确定共同的基因特征。对基因本体论(GO)术语、京都基因与基因组百科全书(KEGG)通路和基因集富集分析进行了富集分析。从已发表的蛋白质组学研究中获取差异表达蛋白,并与转录组学结果进行整合。为了验证研究结果,我们构建了 HF 小鼠模型并评估了铁死亡相关蛋白。此外,通过使用小干扰 RNA(siRNA)敲低酰基辅酶 A 合成酶长链家族成员 4(ACSL4),评估了抑制铁死亡对 HL-1 心肌细胞缺氧诱导缺血模型的影响。对 GSE135055、GSE147236 和 GSE161472 数据集的差异表达基因(DEGs)进行交叉分析,揭示了 224 个上调和 187 个下调的潜在基因,这些基因在免疫、炎症和代谢途径中表现出高度富集。值得注意的是,其中四个蛋白(包括 ACSL4)在转录和蛋白水平上均表现出一致的变化。在 HF 小鼠模型中,ACSL4 表达升高,而铁死亡的负调控因子表达降低。随后,在缺氧诱导的缺血 HL-1 心肌细胞模型中敲低 ACSL4,上调铁死亡抑制蛋白的表达,降低活性氧(ROS)、丙二醛(MDA)和游离铁的水平,增加细胞活力。综合多组学分析表明,分子靶标 ACSL4 在 HF 中表达增加。针对 ACSL4 抑制铁死亡可能成为 HF 治疗的一种新的治疗策略。