Integrated proteomic and metabolomic profiling reveals novel insights on the inflammation and immune response in HFpEF

代谢组学 小桶 蛋白质组学 串联质量标签 生物 计算生物学 定量蛋白质组学 免疫系统 生物标志物发现 生物信息学 转录组 生物化学 基因 遗传学 基因表达
作者
Muyashaer Abudurexiti,Refukaiti Abuduhalike,Tuersunjiang Naman,Nuerdun Wupuer,Dongdong Duan,Mayire Keranmu,Ailiman Mahemuti
出处
期刊:BMC Genomics [BioMed Central]
卷期号:25 (1): 676-676 被引量:6
标识
DOI:10.1186/s12864-024-10575-w
摘要

Abstract Background The precise mechanisms leading to the development of heart failure with preserved ejection fraction (HFpEF) remain incompletely defined. In this study, an integrative approach utilizing untargeted proteomics and metabolomics was employed to delineate the altered proteomic and metabolomic profiles in patients with HFpEF compared to healthy controls. Materials and methods Data were collected from a prospective cohort consisting of 30 HFpEF participants and 30 healthy controls, matched by gender and age. plasma samples were analyzed by multi-omics platforms. The quantification of plasma proteins and metabolites was performed using data-independent acquisition-based liquid chromatography-tandem mass spectrometry (LC-MS/MS) and ultrahigh-performance liquid chromatography-tandem mass spectrometry (UHPLC-MS/MS), respectively. Additionally, Proteomic and metabolomic results were analyzed separately and integrated using correlation and pathway analysis. This was followed by the execution of Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment studies to elucidate the biological relevance of the observed results. Results A total of 46 significantly differentially expressed proteins (DEPs) and 102 differentially expressed metabolites (DEMs) were identified. Then, GO and KEGG pathway enrichment analyses were performed by DEPs and DEMs. Integrated analysis of proteomics and metabolomics has revealed Tuberculosis and African trypanosomiasis pathways that are significantly enriched and the DEPs and DEMs enriched within them, are associated with inflammation and immune response. Conclusions Integrated proteomic and metabolomic analyses revealed distinct inflammatory and immune response pathways in HFpEF, highlighting novel therapeutic avenues.
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