Evidence map›Paper›PMID 33159799›Full record

ArticleRheumatology (Oxford, England)2021

Endotypes of primary osteoarthritis identified by plasma metabolomics analysis.

Salem Werdyani, Ming Liu, Hongwei Zhang, Guang Sun, Andrew Furey, Edward W Randell, Proton Rahman, Guangju Zhai

Abstract read
In one paragraph

Article in Rheumatology (Oxford, England), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers.

0numbers the graph read from it
0cells of the map it votes in
36citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

36 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Salem WerdyaniDivision of Biomedical Sciences (Genetics), Faculty of Medicine, Memorial University of Newfoundland, St John's, NL, Canada.ORCID 0000-0002-8489-507X
Ming LiuDivision of Biomedical Sciences (Genetics), Faculty of Medicine, Memorial University of Newfoundland, St John's, NL, Canada.
Hongwei ZhangDiscipline of Medicine, Faculty of Medicine, Memorial University of Newfoundland, St John's, NL, Canada.
Guang SunDiscipline of Medicine, Faculty of Medicine, Memorial University of Newfoundland, St John's, NL, Canada.
Andrew FureyDiscipline of Surgery, Faculty of Medicine, Memorial University of Newfoundland, St John's, NL, Canada.
Edward W RandellDepartment of Laboratory Medicine, Faculty of Medicine, Memorial University of Newfoundland, St John's, NL, Canada.
Proton RahmanDiscipline of Medicine, Faculty of Medicine, Memorial University of Newfoundland, St John's, NL, Canada.
Guangju ZhaiDivision of Biomedical Sciences (Genetics), Faculty of Medicine, Memorial University of Newfoundland, St John's, NL, Canada.ORCID 0000-0002-7263-0605

Funding

CIHR
6 · The paper itself

Abstract

objectiveTo identify endotypes of osteoarthritis (OA) by a metabolomics analysis.

methodsStudy 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.

resultsSix 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).

conclusionOur data suggest three possible clinically actionable endotypes in primary OA: muscle weakness, arginine deficit and low inflammatory OA.

Indexed as

MetabolomicsAgedArginineBody Mass IndexCarnitineCase-Control StudiesCoronary DiseaseDiabetes MellitusFactor Analysis, StatisticalFastingFemaleHumansLogistic ModelsLysophosphatidylcholinesMaleMuscle WeaknessArgininebutyrylcarnitineCarnitineLysophosphatidylcholinesPalmitic Acidargininebutyrylcarnitineendotypeslysophosphatidylcholineosteoarthritis

Identifiers

PMID33159799
PMCPMC8213424

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.