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粪便代谢组学揭示了肥胖相关骨关节炎中蛋白水解失调和微生物代谢改变的产物。

Fecal metabolomics reveals products of dysregulated proteolysis and altered microbial metabolism in obesity-related osteoarthritis.

机构信息

Department of Nutrition, University of North Carolina at Chapel Hill, Nutrition Research Institute, Kannapolis, NC, USA.

Department of Medicine, Division of Rheumatology, Allergy and Immunology and the Thurston Arthritis Research Center, University of North Carolina, Chapel Hill, NC, USA.

出版信息

Osteoarthritis Cartilage. 2022 Jan;30(1):81-91. doi: 10.1016/j.joca.2021.10.006. Epub 2021 Oct 28.

Abstract

OBJECTIVE

The objective of this exploratory study was to determine if perturbations in gut microbial composition and the gut metabolome could be linked to individuals with obesity and osteoarthritis (OA).

METHODS

Fecal samples were collected from obese individuals diagnosed with radiographic hand plus knee OA (n = 59), defined as involvement of at least 3 joints across both hands, and a Kellgren-Lawrence (KL) grade 2-4 (or total knee replacement) in at least one knee. Controls (n = 33) were without hand OA and with KL grade 0-1 knees. Fecal metabolomes were analyzed by a UHPLC/Q Exactive HFx mass spectrometer. Microbiome composition was determined in fecal samples by 16 S ribosomal RNA amplicon sequencing (rRNA-seq). Stepwise logistic regression models were built to determine microbiome and/or metabolic characteristics of OA.

RESULTS

Untargeted metabolomics analysis indicated that OA cases had significantly higher levels of di- and tripeptides and significant perturbations in microbial metabolites including propionic acid, indoles, and other tryptophan metabolites. Pathway analysis revealed several significantly perturbed pathways associated with OA including leukotriene metabolism, amino acid metabolism and fatty acid utilization. Logistic regression models selected metabolites associated with the gut microbiota and leaky gut syndrome as significant predictors of OA status, particularly when combined with the rRNA-seq data.

CONCLUSIONS

Adults with obesity and knee plus hand OA have distinct fecal metabolomes characterized by increased products of proteolysis, perturbations in leukotriene metabolism, and changes in microbial metabolites compared with controls. These metabolic perturbations indicate a possible role of dysregulated proteolysis in OA.

摘要

目的

本探索性研究旨在确定肠道微生物组成和肠道代谢组的改变是否与肥胖和骨关节炎(OA)患者有关。

方法

收集了诊断为放射学手加膝 OA 的肥胖个体(n=59)和无手 OA 且膝关节 KL 分级为 0-1 的对照者(n=33)的粪便样本。OA 组定义为至少 3 个手部关节受累,至少一个膝关节 KL 分级为 2-4(或全膝关节置换)。采用 UHPLC/Q Exactive HFx 质谱仪分析粪便代谢组,采用 16S rRNA 扩增子测序(rRNA-seq)分析粪便微生物组成。建立逐步逻辑回归模型以确定 OA 的微生物组和/或代谢特征。

结果

非靶向代谢组学分析表明,OA 患者的二肽和三肽水平显著升高,微生物代谢物如丙酸、吲哚和其他色氨酸代谢物显著紊乱。通路分析显示,与 OA 相关的几个显著改变的通路包括白三烯代谢、氨基酸代谢和脂肪酸利用。逻辑回归模型选择与肠道微生物群和肠漏综合征相关的代谢物作为 OA 状态的显著预测因子,尤其是与 rRNA-seq 数据相结合时。

结论

肥胖且膝加手 OA 的成年人的粪便代谢组明显不同,其特征是蛋白水解产物增加、白三烯代谢紊乱以及微生物代谢物改变,与对照组相比。这些代谢紊乱表明,蛋白水解失调可能在 OA 中起作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c0b5/8712415/dca6e3994133/nihms-1752063-f0001.jpg

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