Suppr超能文献

代谢和炎症特征可定义伴关节积液的女性膝骨关节炎患者的具有临床相关性的表型。

Metabolic and inflammatory profiles define phenotypes with clinical relevance in female knee osteoarthritis patients with joint effusion.

机构信息

Rheumatology Department, Parc Taulí Hospital Universitari, Institut d'Investigació i Innovació Parc Taulí (I3PT-CERCA), Sabadell, Spain.

Departament de Medicina, Universitat Autónoma de Barcelona (UAB), Barcelona, Spain.

出版信息

Rheumatology (Oxford). 2023 Dec 1;62(12):3875-3885. doi: 10.1093/rheumatology/kead135.

Abstract

OBJECTIVES

Osteoarthritis has been the subject of abundant research in the last years with limited translation to the clinical practice, probably due to the disease's high heterogeneity. In this study, we aimed to identify different phenotypes in knee osteoarthritis (KOA) patients with joint effusion based on their metabolic and inflammatory profiles.

METHODS

A non-supervised strategy based on statistical and machine learning methods was applied to 45 parameters measured on 168 female KOA patients with persistent joint effusion, consecutively recruited at our hospital after a monographic OA outpatient visit. Data comprised anthropometric and metabolic factors and a panel of systemic and local inflammatory markers. The resulting clusters were compared regarding their clinical, radiographic and ultrasound severity at baseline and their radiographic progression at two years.

RESULTS

Our analyses identified four KOA inflammatory phenotypes (KOIP): a group characterized by metabolic syndrome, probably driven by body fat and obesity, and by high local and systemic inflammation (KOIP-1); a metabolically healthy phenotype with mild overall inflammation (KOIP-2); a non-metabolic phenotype with high inflammation levels (KOIP-3); and a metabolic phenotype with low inflammation and cardiovascular risk factors not associated with obesity (KOIP-4). Of interest, these groups exhibited differences regarding pain, functional disability and radiographic progression, pointing to a clinical relevance of the uncovered phenotypes.

CONCLUSION

Our results support the existence of different KOA phenotypes with clinical relevance and differing pathways regarding their pathophysiology and disease evolution, which entails implications in patients' stratification, treatment tailoring and the search of novel and personalized therapies.

摘要

目的

近年来,骨关节炎的研究很多,但由于疾病的高度异质性,可能只有有限的研究成果转化到临床实践中。在这项研究中,我们旨在根据膝关节骨关节炎(KOA)患者关节积液的代谢和炎症特征来确定不同表型。

方法

本研究采用无监督策略,基于统计和机器学习方法,对 168 名女性 KOA 患者(在我院 OA 门诊就诊后持续出现关节积液)的 45 个参数进行分析。数据包括人体测量和代谢因素以及全身和局部炎症标志物。在基线时比较了不同表型在临床、影像学和超声严重程度方面的差异,并比较了两年时的影像学进展。

结果

我们的分析确定了四种 KOA 炎症表型(KOIP):一种代谢综合征特征的表型,可能与体脂和肥胖以及局部和全身炎症有关(KOIP-1);一种代谢健康的表型,炎症程度较轻(KOIP-2);一种非代谢表型,炎症水平较高(KOIP-3);一种代谢表型,炎症水平较低,心血管危险因素与肥胖无关(KOIP-4)。值得注意的是,这些组在疼痛、功能障碍和影像学进展方面存在差异,表明所揭示的表型具有临床意义。

结论

我们的研究结果支持 KOA 存在不同的表型,这些表型具有临床相关性,其病理生理学和疾病进展存在不同途径,这意味着患者分层、治疗方案制定以及寻找新的个体化治疗方法都具有重要意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3d97/10691929/4792bea8a759/kead135f4.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验