Multi-Omics Integrative Analyses Identified Two Endotypes of Hip Osteoarthritis

(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 <i>p</i> < 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.

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Publication Details

Journal
Metabolites
Published
2024-09-01
DOI
https://doi.org/10.3390/metabo14090480
Citations
4
Primary Topic
Osteoarthritis Treatment and Mechanisms
Type
article
Field-Weighted Citation Impact
1.88

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article

Multi-Omics Integrative Analyses Identified Two Endotypes of Hip Osteoarthritis

Guang Sun, Guangju Zhai, Andrew Furey, Ming Liu et al.
4 citations
Metabolites
Osteoarthritis Treatment and Mechanisms
1.88
article

Multi-Omics Integrative Analyses Identified Two Endotypes of Hip Osteoarthritis

Guang Sun, Guangju Zhai, Andrew Furey, Ming Liu, Hongwei Zhang, Proton Rahman, Jingyi Huang
article en
4 citations

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 <i>p</i> < 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.

MetabolitesVol. 14(9)
Memorial University of Newfoundland (CA), Government of Newfoundland and Labrador (CA)
McGill University, Génome Québec, Arthritis Society, Research and Development Corporation of Newfoundland and Labrador, Memorial University of Newfoundland, Canadian Institutes of Health Research
Reduced inequalities, Peace, Justice and strong institutions
Openalex Percentile: Top 14%
Osteoarthritis Treatment and Mechanisms
1.88
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