Exploring the causal relationship between plasma proteins and obstructive sleep apnea: a study using genome-wide Mendelian randomization, single-cell RNA sequencing analysis, and network pharmacology.

内容摘要

Observational studies suggest that plasma proteins play a crucial role in the development and progression of obstructive sleep apnea (OSA); however, the causal relationship between plasma proteins and OSA remains controversial. This study conducted a comprehensive evaluation of the causal relationships between 4,907 plasma proteins and OSA by employing bidirectional Mendelian randomization (MR) analysis, network pharmacology strategies, and single-cell sequencing techniques. The plasma protein data used in this study were derived from Ferkingstad et al.'s research (n = 35,559), and OSA-related data were obtained from genome-wide association studies (GWAS) conducted on European populations through Finland's biobank (FinnGen). This study utilized multi-omics integration strategies, including enrichment analysis, protein-protein interaction (PPI) network construction, drug target prediction, molecular docking simulation, and single-cell transcriptome sequencing, to investigate the biological mechanisms of identified targets and evaluate their potential applications in drug development. MR analysis identified 62 plasma proteins significantly associated with OSA risk, including NTN4 (p = 0.003, OR = 1.076, CI [1.024, 1.129]) and TFF2 (p = 0.004, OR = 1.098, CI [1.029, 1.174]). Further reverse Mendelian analysis revealed causal relationships between OSA and the CELF2, NTRK3, ANTXR2, and MYOM2 genes. PPI network analysis identified 10 core genes, including IL1β, TGFβ1, EGF, SHH, and SMAD2, which participate in critical pathological processes in OSA, such as oxidative stress, inflammatory responses, and immune regulation. Through drug prediction analysis, this study identified compounds with potential therapeutic effectiveness, including 3,4-DHB, BIM IX, and 1,9-Pyrazoloanthrone, and molecular docking studies further confirmed their high binding affinity to target proteins. Single-cell sequencing revealed high expression levels of key genes in T cells and dendritic cells, thereby confirming the critical role of these cells in the pathological progression of OSA. A total of 62 candidate therapeutic targets for OSA were identified in this study, with 10 of these targets deemed important candidates for clinical trials. These findings not only enrich the understanding of the molecular pathological mechanisms underlying OSA but also offer new perspectives for developing targeted therapeutic strategies to treat the condition. By facilitating the establishment of more precise and personalized disease management approaches, these results are expected to advance the development of therapeutic drugs for OSA and substantially reduce the economic costs associated with new drug development.