University of Washington School of Medicine, Seattle, WA, United States.
Department of Mechanical & Industrial Engineering, Montana State University, United States.
Semin Arthritis Rheum. 2023 Apr;59:152163. doi: 10.1016/j.semarthrit.2023.152163. Epub 2023 Jan 13.
Osteoarthritis (OA) is a joint disease that is clinically diagnosed using components of history, physical exam, and characteristic radiographic findings, such as joint space narrowing. Currently, there are no laboratory findings that are specific to a diagnosis of OA. The purpose of this systematic review is to evaluate the state of current studies of metabolomic biomarkers that can aid in the diagnosis and treatment of OA.
Articles were gathered from PubMed and Web of Science using the search terms "osteoarthritis" and "biomarkers" and "metabolomics". Last search of databases took place December 3rd, 2022. Duplicates were manually screened, along with any other results that were not original journal articles. Only original reports involving populations with diagnosed primary or secondary OA (human participants) or surgically induced OA (animal participants) and a healthy control group for comparison were considered for inclusion. Metabolites and metabolic pathways reported in included articles were then manually extracted and evaluated for importance based on reported a priori p-values and/or area under the receiver-operator curve (AUC).
Of the 161 results that were returned in the database searches, 43 unique articles met the inclusion criteria. Articles were categorized based on body fluid analyzed: 6 studies on urine samples, 13 studies on plasma samples, 11 studies on synovial fluid (SF) samples, 11 studies on serum samples, 1 study on both synovial fluid and serum, and 1 study that involved both plasma and synovial fluid. To synthesize results, individual metabolites, as well as metabolic pathways that involve frequently reported metabolites, are presented for each study. Indications as to whether metabolite levels were increased or decreased are also included if this data was included in the original articles.
These studies clearly show that there are a wide range of metabolic pathways perturbed in OA. For this period, there was no consensus on a single metabolite, or panel of metabolites, that would be clinically useful in early diagnosis of OA or distinguishing OA from a healthy control. However, many common metabolic pathways were identified in the studies, including TCA cycle, fatty acid metabolism, amino acid metabolism (notably BCAA metabolism and tryptophan metabolism via kynurenine pathway), nucleotide metabolism, urea cycle, cartilage matrix components, and phospholipid metabolism. Future research is needed to define effective clinical biomarkers of osteoarthritis from metabolomic and other data.
骨关节炎(OA)是一种临床诊断的关节疾病,采用病史、体格检查和特征性影像学发现的综合指标进行诊断,如关节间隙变窄。目前,尚无特定于 OA 诊断的实验室发现。本系统评价旨在评估代谢组学生物标志物在 OA 诊断和治疗中的应用现状。
通过“骨关节炎”和“生物标志物”以及“代谢组学”等关键词,从 PubMed 和 Web of Science 数据库中检索相关文献。最后一次数据库检索于 2022 年 12 月 3 日进行。手动筛选重复项以及任何不属于原始期刊文章的其他结果。仅纳入涉及原发性或继发性 OA(人类参与者)或手术诱导 OA(动物参与者)和健康对照组的原始报告,进行比较。然后手动提取纳入文章中报告的代谢物和代谢途径,并根据报告的先验 p 值和/或接收者操作特征曲线(AUC)下的面积进行重要性评估。
在数据库搜索中返回的 161 个结果中,有 43 篇独特的文章符合纳入标准。文章根据分析的体液进行分类:6 项尿液样本研究、13 项血浆样本研究、11 项滑液(SF)样本研究、11 项血清样本研究、1 项同时涉及滑液和血清的研究以及 1 项同时涉及血浆和滑液的研究。为了综合结果,每个研究都呈现了个体代谢物以及涉及经常报告代谢物的代谢途径。如果原始文章中包含代谢物水平升高或降低的信息,也会包括指示。
这些研究清楚地表明,OA 存在广泛的代谢途径紊乱。在这一时期,尚未就单一代谢物或一组代谢物达成共识,这些代谢物可用于 OA 的早期诊断或区分 OA 与健康对照组。然而,在研究中确定了许多常见的代谢途径,包括三羧酸循环、脂肪酸代谢、氨基酸代谢(特别是支链氨基酸代谢和色氨酸代谢通过犬尿氨酸途径)、核苷酸代谢、尿素循环、软骨基质成分和磷脂代谢。需要进一步的研究来定义代谢组学和其他数据中骨关节炎的有效临床生物标志物。