Christian Lillebø Alsing, Jannicke Igland, Tone Wikene Nystad, Helga Midtbø, Eirik Ikdahl, Halvor Næss, Salman Zarar, Bjørg-Tilde Svanes Fevang
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Risk of major cardiovascular events (4p-MACE), death, acute coronary syndrome and stroke was compared between groups using Cox regression adjusting for age and sex.</p><p><strong>Results: </strong>Four subgroups were identified in a cohort of 873 patients with early RA: a 'cardiometabolic' group (19%), characterised by a high prevalence of cardiovascular disease (CVD) and diabetes; an 'elderly-onset' group (20%), with a high prevalence of polymyalgia rheumatica, anticitrullinated protein antibodies (ACPAs) negativity and less use of disease-modifying antirheumatic drugs (DMARDs); a 'classic' group (26%) with extensive joint involvement and the highest C reactive protein (CRP) levels and a 'young-onset' group (35%) characterised by ACPA positivity and palindromic arthritis.Compared to the 'young-onset' subgroup, both the 'cardiometabolic' (HR 2.14, 95% CI 1.20 to 3.79) and 'elderly-onset' subgroups (HR 1.89, 95% CI 1.07 to 3.35) had increased MACE risk. However, only the 'cardiometabolic' subgroup had increased mortality risk (HR 1.79, 95% CI 1.12 to 2.87).</p><p><strong>Conclusion: </strong>Four distinct subgroups were identified with different clinical profiles and outcomes. This underscores the feasibility of data-driven classification in early RA. The 'cardiometabolic' and 'elderly-onset' subgroups had similarly high MACE risk, but the latter used less DMARDs, antihypertensives and statins, suggesting undertreatment of both RA and CVD risk factors.</p>","PeriodicalId":21396,"journal":{"name":"RMD Open","volume":"11 3","pages":""},"PeriodicalIF":4.7000,"publicationDate":"2025-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12481256/pdf/","citationCount":"0","resultStr":"{\"title\":\"Data-driven identification of subgroups in early rheumatoid arthritis: mortality and cardiovascular disease in a cohort from western Norway.\",\"authors\":\"Christian Lillebø Alsing, Jannicke Igland, Tone Wikene Nystad, Helga Midtbø, Eirik Ikdahl, Halvor Næss, Salman Zarar, Bjørg-Tilde Svanes Fevang\",\"doi\":\"10.1136/rmdopen-2025-005905\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Aim: </strong>To identify subgroups of early rheumatoid arthritis (RA) based on comorbidities and RA manifestations and to investigate their associated risks of cardiovascular events and mortality.</p><p><strong>Methods: </strong>We included patients with incident RA, diagnosed during 2002-2013 and followed through 2022. Latent class analysis was performed using 29 variables (excluding age) to identify subgroups 1 year after RA diagnosis. Risk of major cardiovascular events (4p-MACE), death, acute coronary syndrome and stroke was compared between groups using Cox regression adjusting for age and sex.</p><p><strong>Results: </strong>Four subgroups were identified in a cohort of 873 patients with early RA: a 'cardiometabolic' group (19%), characterised by a high prevalence of cardiovascular disease (CVD) and diabetes; an 'elderly-onset' group (20%), with a high prevalence of polymyalgia rheumatica, anticitrullinated protein antibodies (ACPAs) negativity and less use of disease-modifying antirheumatic drugs (DMARDs); a 'classic' group (26%) with extensive joint involvement and the highest C reactive protein (CRP) levels and a 'young-onset' group (35%) characterised by ACPA positivity and palindromic arthritis.Compared to the 'young-onset' subgroup, both the 'cardiometabolic' (HR 2.14, 95% CI 1.20 to 3.79) and 'elderly-onset' subgroups (HR 1.89, 95% CI 1.07 to 3.35) had increased MACE risk. 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引用次数: 0
摘要
目的:根据合并症和RA的表现来确定早期类风湿关节炎(RA)的亚群,并研究它们与心血管事件和死亡率的相关风险。方法:我们纳入了2002-2013年诊断的突发类风湿性关节炎患者,随访至2022年。使用29个变量(不包括年龄)进行潜在分类分析,以确定RA诊断后1年的亚组。主要心血管事件(4p-MACE)、死亡、急性冠状动脉综合征和卒中的风险采用Cox回归校正年龄和性别进行比较。结果:在873例早期RA患者队列中确定了四个亚组:“心脏代谢”组(19%),其特征是心血管疾病(CVD)和糖尿病的高患病率;“老年发病”组(20%),风湿多肌痛患病率高,抗纤氨酸蛋白抗体(ACPAs)阴性,较少使用改善疾病的抗风湿药物(DMARDs);“经典”组(26%)关节广泛受累,C反应蛋白(CRP)水平最高;“年轻”组(35%)以ACPA阳性和复发性关节炎为特征。与“年轻发病”亚组相比,“心脏代谢”亚组(HR 2.14, 95% CI 1.20至3.79)和“老年发病”亚组(HR 1.89, 95% CI 1.07至3.35)的MACE风险均增加。然而,只有“心脏代谢”亚组的死亡风险增加(HR 1.79, 95% CI 1.12 - 2.87)。结论:确定了四个不同的亚组,具有不同的临床概况和结果。这强调了数据驱动分类在早期RA中的可行性。“心脏代谢”和“老年发病”亚组具有相似的高MACE风险,但后者使用较少的dmard,抗高血压药和他汀类药物,表明RA和CVD风险因素治疗不足。
Data-driven identification of subgroups in early rheumatoid arthritis: mortality and cardiovascular disease in a cohort from western Norway.
Aim: To identify subgroups of early rheumatoid arthritis (RA) based on comorbidities and RA manifestations and to investigate their associated risks of cardiovascular events and mortality.
Methods: We included patients with incident RA, diagnosed during 2002-2013 and followed through 2022. Latent class analysis was performed using 29 variables (excluding age) to identify subgroups 1 year after RA diagnosis. Risk of major cardiovascular events (4p-MACE), death, acute coronary syndrome and stroke was compared between groups using Cox regression adjusting for age and sex.
Results: Four subgroups were identified in a cohort of 873 patients with early RA: a 'cardiometabolic' group (19%), characterised by a high prevalence of cardiovascular disease (CVD) and diabetes; an 'elderly-onset' group (20%), with a high prevalence of polymyalgia rheumatica, anticitrullinated protein antibodies (ACPAs) negativity and less use of disease-modifying antirheumatic drugs (DMARDs); a 'classic' group (26%) with extensive joint involvement and the highest C reactive protein (CRP) levels and a 'young-onset' group (35%) characterised by ACPA positivity and palindromic arthritis.Compared to the 'young-onset' subgroup, both the 'cardiometabolic' (HR 2.14, 95% CI 1.20 to 3.79) and 'elderly-onset' subgroups (HR 1.89, 95% CI 1.07 to 3.35) had increased MACE risk. However, only the 'cardiometabolic' subgroup had increased mortality risk (HR 1.79, 95% CI 1.12 to 2.87).
Conclusion: Four distinct subgroups were identified with different clinical profiles and outcomes. This underscores the feasibility of data-driven classification in early RA. The 'cardiometabolic' and 'elderly-onset' subgroups had similarly high MACE risk, but the latter used less DMARDs, antihypertensives and statins, suggesting undertreatment of both RA and CVD risk factors.
期刊介绍:
RMD Open publishes high quality peer-reviewed original research covering the full spectrum of musculoskeletal disorders, rheumatism and connective tissue diseases, including osteoporosis, spine and rehabilitation. Clinical and epidemiological research, basic and translational medicine, interesting clinical cases, and smaller studies that add to the literature are all considered.