Suppr超能文献

多组学综合分析确定了髋骨关节炎的两种内型。

Multi-Omics Integrative Analyses Identified Two Endotypes of Hip Osteoarthritis.

作者信息

Huang Jingyi, Liu Ming, Zhang Hongwei, Sun Guang, Furey Andrew, Rahman Proton, Zhai Guangju

机构信息

Human Genetics & Genomics, Division of BioMedical Sciences, Faculty of Medicine, Memorial University of Newfoundland, St. John's, NL A1B 3V6, Canada.

Discipline of Medicine, Faculty of Medicine, Memorial University of Newfoundland, St. John's, NL A1B 3V6, Canada.

出版信息

Metabolites. 2024 Sep 1;14(9):480. doi: 10.3390/metabo14090480.

Abstract

(1) Background: Osteoarthritis (OA) is a heterogeneous disorder, and subgroup classification of OA remains elusive. The aim of our study was to identify endotypes of hip OA and investigate the altered pathways in the different endotypes. (2) Methods: Metabolomic profiling and genome-wide genotyping were performed on fasting blood. Transcriptomic profiling was performed on RNA extracted from cartilage samples. Machine learning methods were used to identify endotypes of hip OA. Pathway analysis was used to identify the altered pathways between hip endotypes and controls. GWAS was performed on each of the identified metabolites. Transcriptomic data was used to examine the expression levels of identified genes in cartilage. (3) Results: 180 hip OA patients and 120 OA-free controls were classified into three clusters based on metabolomic data. The combination of arginine, ornithine, and the average value of 7 lysophosphatidylcholines had an area under the curve (AUC) of 0.97 (95% CI: 0.96-0.99) to discriminate hip OA from controls, and the combination of γ-aminobutyric acid, spermine, aconitic acid, and succinic acid had an AUC of 0.96 (95% CI: 0.94-0.99) to distinguish two hip OA endotypes. GWAS identified 236 SNPs to be associated with identified metabolites at GWAS significance level. Pro-inflammatory cytokine levels were significantly different between two endotypes (all < 0.05). (4) Conclusions: Hip OA could be classified into two distinct molecular endotypes. The primary differences between the two endotypes involve changes in pro-inflammatory factors and energy metabolism.

摘要

(1) 背景:骨关节炎(OA)是一种异质性疾病,OA的亚组分类仍不明确。我们研究的目的是确定髋关节OA的内型,并研究不同内型中改变的通路。(2) 方法:对空腹血进行代谢组学分析和全基因组基因分型。对从软骨样本中提取的RNA进行转录组分析。使用机器学习方法确定髋关节OA的内型。通路分析用于确定髋关节内型与对照组之间改变的通路。对每个鉴定出的代谢物进行全基因组关联研究(GWAS)。转录组数据用于检查软骨中鉴定出的基因的表达水平。(3) 结果:根据代谢组学数据,180例髋关节OA患者和120例无OA对照被分为三个簇。精氨酸、鸟氨酸和7种溶血磷脂酰胆碱的平均值的组合区分髋关节OA与对照的曲线下面积(AUC)为0.97(95%CI:0.96 - 0.99),γ-氨基丁酸、精胺、乌头酸和琥珀酸的组合区分两种髋关节OA内型的AUC为0.96(95%CI:0.94 - 0.99)。GWAS在GWAS显著水平鉴定出236个单核苷酸多态性(SNP)与鉴定出的代谢物相关。两种内型之间促炎细胞因子水平有显著差异(均P<0.05)。(4) 结论:髋关节OA可分为两种不同的分子内型。两种内型之间的主要差异涉及促炎因子和能量代谢的变化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/edaf/11434176/c28c2a27cb36/metabolites-14-00480-g001.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验