Endotypes of primary osteoarthritis identified by plasma metabolomics analysis.


Journal

Rheumatology (Oxford, England)
ISSN: 1462-0332
Titre abrégé: Rheumatology (Oxford)
Pays: England
ID NLM: 100883501

Informations de publication

Date de publication:
18 06 2021
Historique:
received: 27 06 2020
revised: 14 09 2020
pubmed: 8 11 2020
medline: 20 8 2021
entrez: 7 11 2020
Statut: ppublish

Résumé

To identify endotypes of osteoarthritis (OA) by a metabolomics analysis. Study participants included hip/knee OA patients and controls. Fasting plasma samples were metabolomically profiled. Common factor analysis and K-means clustering were applied to the metabolomics data to identify the endotypes of OA patients. Logistic regression was utilized to identify the most significant metabolites contributing to the endotypes. Clinical and epidemiological factors were examined in relation to the identified OA endotypes. Six hundred and fifteen primary OA patients and 237 controls were included. Among the 186 metabolites measured, 162 passed the quality control analysis. The 615 OA patients were classified in three clusters (A, 66; B, 200; and C, 349). Patients in cluster A had a significantly higher concentration of butyrylcarnitine (C4) than other clusters and controls (all P < 0.0002). Elevated C4 is thought to be related to muscle weakness and wasting. Patients in cluster B had a significantly lower arginine concentration than other clusters and controls (all P < 7.98 × 10-11). Cluster C patients had a significantly lower concentration of lysophosphatidylcholine (with palmitic acid), which is a pro-inflammatory bioactive compound, than other clusters and controls (P < 3.79 × 10-6). Further, cluster A had a higher BMI and prevalence of diabetes than other clusters (all P ≤ 0.0009), and also a higher prevalence of coronary heart disease than cluster C (P = 0.04). Cluster B had a higher prevalence of coronary heart disease than cluster C (P = 0.003) whereas cluster C had a higher prevalence of osteoporosis (P = 0.009). Our data suggest three possible clinically actionable endotypes in primary OA: muscle weakness, arginine deficit and low inflammatory OA.

Identifiants

pubmed: 33159799
pii: 5960205
doi: 10.1093/rheumatology/keaa693
pmc: PMC8213424
doi:

Substances chimiques

Lysophosphatidylcholines 0
butyrylcarnitine 25576-40-3
Palmitic Acid 2V16EO95H1
Arginine 94ZLA3W45F
Carnitine S7UI8SM58A

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

2735-2744

Subventions

Organisme : CIHR
Pays : Canada

Informations de copyright

© The Author(s) 2020. Published by Oxford University Press on behalf of the British Society for Rheumatology.

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Auteurs

Salem Werdyani (S)

Division of Biomedical Sciences (Genetics), Faculty of Medicine, Memorial University of Newfoundland, St John's, NL, Canada.

Ming Liu (M)

Division of Biomedical Sciences (Genetics), Faculty of Medicine, Memorial University of Newfoundland, St John's, NL, Canada.

Hongwei Zhang (H)

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

Guang Sun (G)

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

Andrew Furey (A)

Discipline of Surgery, Faculty of Medicine, Memorial University of Newfoundland, St John's, NL, Canada.

Edward W Randell (EW)

Department of Laboratory Medicine, Faculty of Medicine, Memorial University of Newfoundland, St John's, NL, Canada.

Proton Rahman (P)

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

Guangju Zhai (G)

Division of Biomedical Sciences (Genetics), Faculty of Medicine, Memorial University of Newfoundland, St John's, NL, Canada.

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Classifications MeSH