Multi-Omics Integrative Analyses Identified Two Endotypes of Hip Osteoarthritis.
endotypes
hip osteoarthritis
metabolomics
Journal
Metabolites
ISSN: 2218-1989
Titre abrégé: Metabolites
Pays: Switzerland
ID NLM: 101578790
Informations de publication
Date de publication:
01 Sep 2024
01 Sep 2024
Historique:
received:
13
07
2024
revised:
10
08
2024
accepted:
29
08
2024
medline:
27
9
2024
pubmed:
27
9
2024
entrez:
27
9
2024
Statut:
epublish
Résumé
(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
Identifiants
pubmed: 39330487
pii: metabo14090480
doi: 10.3390/metabo14090480
pii:
doi:
Types de publication
Journal Article
Langues
eng
Subventions
Organisme : CIHR
ID : FRN#175015; 153298; 143058; 132178; 191966
Pays : Canada
Organisme : Research and Development Corporation of Newfoundland and Labrador
ID : 5404.1423.102
Organisme : Memorial University of Newfoundland Medical Research Fund
ID : na
Organisme : CIHR
ID : MOP192552
Pays : Canada