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Multi-Omics Integrative Analyses Identified Two Endotypes of Hip Osteoarthritis
Jingyi Huang1, Ming Liu1, Hongwei Zhang2
1Human Genetics & Genomics, Division of BioMedical Sciences, Faculty of Medicine, Memorial University of Newfoundland, St. John's, NL A1B 3V6, Canada.
Metabolites
|September 27, 2024
Summary
Osteoarthritis (OA) can be classified into two distinct molecular endotypes based on metabolic profiles. These endotypes differ in pro-inflammatory factors and energy metabolism, offering new insights into hip OA heterogeneity.
Area of Science:
- Biochemistry
- Genetics
- Metabolomics
Background:
- Osteoarthritis (OA) is a complex disease with poorly understood subgroup classifications.
- Identifying distinct endotypes of hip OA is crucial for understanding disease heterogeneity.
Purpose of the Study:
- To identify molecular endotypes of hip osteoarthritis (OA).
- To investigate altered biological pathways within these identified hip OA endotypes.
Main Methods:
- Utilized metabolomic, genome-wide genotyping, and transcriptomic profiling on patient samples.
- Applied machine learning algorithms for endotype identification and pathway analysis.
- Conducted Genome-Wide Association Studies (GWAS) on identified metabolites.
Main Results:
- Classified 180 hip OA patients into three clusters using metabolomic data.
- Developed predictive models for OA diagnosis and endotype discrimination with high AUC values.
- Identified 236 SNPs associated with metabolites and significant differences in pro-inflammatory cytokine levels between endotypes.
Conclusions:
- Hip OA can be molecularly classified into two distinct endotypes.
- Key differences between endotypes involve pro-inflammatory signaling and cellular energy metabolism.
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