Pub Date : 2026-02-10DOI: 10.1136/rmdopen-2025-006562
Aïcha Kante, Sandra Mghaeith, Bertrand Dunogue, Alice Berezne, Marie-Pierre Revel, Chloé Comarmond, Guillaume Chassagnon, Luc Mouthon, Benjamin Chaigne
Objective: Cardiac involvement is a major complication of systemic sclerosis (SSc), with myocardial fibrosis as a hallmark feature. Cardiovascular magnetic resonance (CMR) is used to detect cardiac involvement. However, the prognostic value of serial CMR monitoring and the effects of immunosuppressive therapy remain unclear. This study aimed to assess the prognostic significance of CMR parameter evolution for long-term cardiovascular outcomes and to evaluate the impact of immunosuppressive treatments on myocardial fibrosis.
Methods: Patients from a single centre who underwent two CMR scans using the same protocol and equipment were included. CMR parameter evolution was compared using paired t-tests. The effects of treatments and changes in CMR parameters on the occurrence of major adverse cardiovascular events (MACE) and mortality were analysed using Kaplan-Meier curves and log-rank tests.
Results: 44 patients were included with a median (IQR) follow-up duration of 6.3 (3.1-9.2) years. The median interval between CMR scans was 1.5 (1.0-3.9) years. Seven (16%) patients had diastolic dysfunction, and 16 (36%) patients experienced MACE. Rituximab significantly decreased maximal T1 values (p=0.029), a marker of diffuse myocardial fibrosis linked to an increased risk of all-cause death (p=0.044). A significant increase in left ventricular ejection fraction (p=0.032) and a lower risk of MACE (p=0.024) were observed in patients treated with methotrexate.
Conclusion: Methotrexate was associated with reduced MACE risk, while rituximab decreased maximal T1 value, suggesting a reduction in diffuse myocardial fibrosis. These findings support the prognostic value of CMR monitoring and the potential benefit of immunosuppressive therapy in SSc-related cardiac involvement.
{"title":"Evaluation of serial cardiovascular magnetic resonance monitoring and immunosuppressive therapy in predicting outcomes in systemic sclerosis.","authors":"Aïcha Kante, Sandra Mghaeith, Bertrand Dunogue, Alice Berezne, Marie-Pierre Revel, Chloé Comarmond, Guillaume Chassagnon, Luc Mouthon, Benjamin Chaigne","doi":"10.1136/rmdopen-2025-006562","DOIUrl":"10.1136/rmdopen-2025-006562","url":null,"abstract":"<p><strong>Objective: </strong>Cardiac involvement is a major complication of systemic sclerosis (SSc), with myocardial fibrosis as a hallmark feature. Cardiovascular magnetic resonance (CMR) is used to detect cardiac involvement. However, the prognostic value of serial CMR monitoring and the effects of immunosuppressive therapy remain unclear. This study aimed to assess the prognostic significance of CMR parameter evolution for long-term cardiovascular outcomes and to evaluate the impact of immunosuppressive treatments on myocardial fibrosis.</p><p><strong>Methods: </strong>Patients from a single centre who underwent two CMR scans using the same protocol and equipment were included. CMR parameter evolution was compared using paired t-tests. The effects of treatments and changes in CMR parameters on the occurrence of major adverse cardiovascular events (MACE) and mortality were analysed using Kaplan-Meier curves and log-rank tests.</p><p><strong>Results: </strong>44 patients were included with a median (IQR) follow-up duration of 6.3 (3.1-9.2) years. The median interval between CMR scans was 1.5 (1.0-3.9) years. Seven (16%) patients had diastolic dysfunction, and 16 (36%) patients experienced MACE. Rituximab significantly decreased maximal T1 values (p=0.029), a marker of diffuse myocardial fibrosis linked to an increased risk of all-cause death (p=0.044). A significant increase in left ventricular ejection fraction (p=0.032) and a lower risk of MACE (p=0.024) were observed in patients treated with methotrexate.</p><p><strong>Conclusion: </strong>Methotrexate was associated with reduced MACE risk, while rituximab decreased maximal T1 value, suggesting a reduction in diffuse myocardial fibrosis. These findings support the prognostic value of CMR monitoring and the potential benefit of immunosuppressive therapy in SSc-related cardiac involvement.</p>","PeriodicalId":21396,"journal":{"name":"RMD Open","volume":"12 1","pages":""},"PeriodicalIF":4.7,"publicationDate":"2026-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12911746/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146158618","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-10DOI: 10.1136/rmdopen-2025-006476
Francisco J Blanco, Natividad Oreiro, Jorge Vázquez-García, Antonio Morano-Torres, Vanesa Balboa-Barreiro, Isabel Rodríguez-Valle, Sara Relaño, Nicola Veronese, María C de Andrés, Ignacio Rego-Pérez
Objective: To develop a pragmatic model to predict total knee replacement (TKR) in knee osteoarthritis using non-imaging clinical, genetic and lifestyle data with machine learning (ML)-guided feature selection.
Methods: We analysed 3790 Osteoarthritis Initiative participants. Nested ML feature selection on the training set identified 15 informative variables. Classifiers were benchmarked, then a multivariable logistic regression was fit on the full cohort. Performance was summarised by discrimination (area under the curve (AUC) with 95% CI) and calibration (Brier score). To assess the incremental value of genetics, we refit an otherwise identical clinical model excluding the Polygenic Risk Score (PRS) and compared specificity at fixed sensitivities using Bonferroni-adjusted McNemar tests. A prespecified analysis examined performance by baseline Kellgren-Lawrence (KL) grade (KL 0-1 vs KL ≥2).
Results: On the test set, classifier AUCs ranged 0.716-0.748, with Elastic Net and XGBoost performing best. The final logistic model fit on the full cohort achieved AUC 0.765 (95% CI 0.736 to 0.793) with acceptable calibration (Brier 0.097). Performance remained robust by disease stage, with higher discrimination in pre-radiographic knees (KL 0-1: AUC 0.827) and moderate discrimination in KL ≥2 (AUC 0.720); decile plots indicated broadly aligned observed versus predicted risks. PRS added modest, statistically significant gains in specificity at several fixed sensitivities without materially changing AUC.
Conclusions: We present a pragmatic, non-imaging, ML-informed model that predicts TKR with clinically acceptable discrimination and calibration using routinely collected data. This framework provides a practical basis for individualised risk stratification and decision support without reliance on imaging.
目的:在机器学习(ML)引导的特征选择下,利用非影像学临床、遗传和生活方式数据,建立一种实用的模型来预测膝关节骨性关节炎的全膝关节置换术(TKR)。方法:我们分析了3790名骨关节炎倡议参与者。训练集上嵌套的ML特征选择识别了15个信息变量。对分类器进行基准测试,然后对整个队列进行多变量逻辑回归拟合。通过鉴别(95% CI的曲线下面积(AUC))和校准(Brier评分)来总结性能。为了评估遗传学的增量价值,我们重新设计了一个完全相同的临床模型,排除了多基因风险评分(PRS),并使用bonferroni调整的McNemar测试比较了固定敏感性下的特异性。预先指定的分析通过基线Kellgren-Lawrence (KL)等级(KL 0-1 vs KL≥2)检查性能。结果:在测试集上,分类器aus范围为0.716-0.748,其中Elastic Net和XGBoost表现最好。在可接受的校准(Brier 0.097)下,整个队列的最终logistic模型拟合达到AUC 0.765 (95% CI 0.736至0.793)。不同疾病阶段的表现仍然稳健,放射前膝关节的鉴别度较高(KL 0-1: AUC 0.827), KL≥2的鉴别度中等(AUC 0.720);十分位数图显示观察到的风险与预测的风险大致一致。PRS在几个固定灵敏度下增加了适度的、统计学上显著的特异性,而没有实质性地改变AUC。结论:我们提出了一种实用的、非成像的、基于ml的模型,该模型可以预测TKR,并使用常规收集的数据进行临床可接受的区分和校准。该框架为个性化风险分层和决策支持提供了实际基础,而不依赖于成像。
{"title":"Predicting total knee replacement in knee osteoarthritis using a machine learning-guided approach in patients of the Osteoarthritis Initiative (OAI).","authors":"Francisco J Blanco, Natividad Oreiro, Jorge Vázquez-García, Antonio Morano-Torres, Vanesa Balboa-Barreiro, Isabel Rodríguez-Valle, Sara Relaño, Nicola Veronese, María C de Andrés, Ignacio Rego-Pérez","doi":"10.1136/rmdopen-2025-006476","DOIUrl":"10.1136/rmdopen-2025-006476","url":null,"abstract":"<p><strong>Objective: </strong>To develop a pragmatic model to predict total knee replacement (TKR) in knee osteoarthritis using non-imaging clinical, genetic and lifestyle data with machine learning (ML)-guided feature selection.</p><p><strong>Methods: </strong>We analysed 3790 Osteoarthritis Initiative participants. Nested ML feature selection on the training set identified 15 informative variables. Classifiers were benchmarked, then a multivariable logistic regression was fit on the full cohort. Performance was summarised by discrimination (area under the curve (AUC) with 95% CI) and calibration (Brier score). To assess the incremental value of genetics, we refit an otherwise identical clinical model excluding the Polygenic Risk Score (PRS) and compared specificity at fixed sensitivities using Bonferroni-adjusted McNemar tests. A prespecified analysis examined performance by baseline Kellgren-Lawrence (KL) grade (KL 0-1 vs KL ≥2).</p><p><strong>Results: </strong>On the test set, classifier AUCs ranged 0.716-0.748, with Elastic Net and XGBoost performing best. The final logistic model fit on the full cohort achieved AUC 0.765 (95% CI 0.736 to 0.793) with acceptable calibration (Brier 0.097). Performance remained robust by disease stage, with higher discrimination in pre-radiographic knees (KL 0-1: AUC 0.827) and moderate discrimination in KL ≥2 (AUC 0.720); decile plots indicated broadly aligned observed versus predicted risks. PRS added modest, statistically significant gains in specificity at several fixed sensitivities without materially changing AUC.</p><p><strong>Conclusions: </strong>We present a pragmatic, non-imaging, ML-informed model that predicts TKR with clinically acceptable discrimination and calibration using routinely collected data. This framework provides a practical basis for individualised risk stratification and decision support without reliance on imaging.</p>","PeriodicalId":21396,"journal":{"name":"RMD Open","volume":"12 1","pages":""},"PeriodicalIF":4.7,"publicationDate":"2026-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12911737/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146157602","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-09DOI: 10.1136/rmdopen-2025-006166corr1
{"title":"Correction: Spotlight on Sjögren's: a patient perspective on burden of illness and unmet needs - results from a real-world survey.","authors":"","doi":"10.1136/rmdopen-2025-006166corr1","DOIUrl":"10.1136/rmdopen-2025-006166corr1","url":null,"abstract":"","PeriodicalId":21396,"journal":{"name":"RMD Open","volume":"12 1","pages":""},"PeriodicalIF":4.7,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12887458/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146150557","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Objectives: To assess the effectiveness of switching biological or targeted synthetic disease-modifying antirheumatic drugs (b/tsDMARDs) in patients with low-inflammatory difficult-to-treat rheumatoid arthritis (D2T RA).
Methods: Using the multicentre FIRST registry, we identified D2T RA between August 2013 and March 2024. Low-inflammatory D2T RA was defined as a swollen 28-joint count ≤1 and C-reactive protein <10 mg/L. In the low-inflammatory D2T RA group, we compared those who underwent b/tsDMARD switching (the switch group) with the non-switch group. The primary outcome was the 6-month change in Clinical Disease Activity Index (CDAI).
Results: Among 3519 patients, 457 fulfilled the D2T RA criteria, and 173 were low-inflammatory D2T RA. Compared with inflammatory D2T RA, these patients had a shorter disease duration (127.4 vs 146.4 months), lower methotrexate (9.2 vs 10.5 mg/week) and glucocorticoid doses (4.3 vs 5.2 mg/day), and higher rates of fibromyalgia (2.9% vs 1.4%) and psychological disorders (5.2% vs 1.8%). The proportion receiving b/tsDMARD switching was lower in low-inflammatory than in inflammatory D2T RA (29/173 (16.8%) vs 217/284 (76.4%)). In the propensity score-matched analysis, the switch group (n=15) showed greater improvements in CDAI and pain than the non-switch group (n=30) (-6.6 vs -2.2, -15.3 vs -3.4, both p<0.05). Even among patients with low-grade sonographic activity (greyscale ≤1, power Doppler=0), b/tsDMARD switching improved CDAI (16.8 to 9.7).
Conclusions: A subset of patients with low-inflammatory D2T RA may benefit from b/tsDMARD switching, indicating that low-inflammatory status alone should not preclude consideration of treatment intensification.
目的:评估切换生物或靶向合成疾病改善抗风湿药物(b/tsDMARDs)在低炎症难以治疗的类风湿性关节炎(D2T RA)患者中的有效性。方法:使用多中心FIRST注册表,我们在2013年8月至2024年3月期间确定了D2T RA。低炎症性D2T RA定义为28关节计数≤1和c反应蛋白肿胀。结果:3519例患者中,457例符合D2T RA标准,173例为低炎症性D2T RA。与炎性D2T类RA相比,这些患者病程较短(127.4个月vs 146.4个月),甲氨蝶呤(9.2 mg vs 10.5 mg/周)和糖皮质激素剂量较低(4.3 mg vs 5.2 mg/天),纤维肌痛(2.9% vs 1.4%)和心理障碍(5.2% vs 1.8%)发生率较高。低炎症组接受b/tsDMARD转换的比例低于炎症组(29/173 (16.8%)vs 217/284(76.4%))。在倾向评分匹配分析中,转换组(n=15)比非转换组(n=30)在CDAI和疼痛方面表现出更大的改善(-6.6 vs -2.2, -15.3 vs -3.4)。结论:低炎症性D2T RA患者的一部分可能受益于b/tsDMARD转换,表明低炎症状态不应排除考虑强化治疗。
{"title":"Real-world effectiveness of b/tsDMARD switching in low-inflammatory difficult-to-treat rheumatoid arthritis: insights from the FIRST registry.","authors":"Hidenori Sakai, Koshiro Sonomoto, Shingo Nakayamada, Masanobu Ueno, Atsushi Nagayasu, Takafumi Aritomi, Hiroaki Tanaka, Satoshi Kubo, Ippei Miyagawa, Yasuyuki Todoroki, Yurie Satoh-Kanda, Yuya Fujita, Ryuichiro Kanda, Yoshiya Tanaka","doi":"10.1136/rmdopen-2025-006513","DOIUrl":"10.1136/rmdopen-2025-006513","url":null,"abstract":"<p><strong>Objectives: </strong>To assess the effectiveness of switching biological or targeted synthetic disease-modifying antirheumatic drugs (b/tsDMARDs) in patients with low-inflammatory difficult-to-treat rheumatoid arthritis (D2T RA).</p><p><strong>Methods: </strong>Using the multicentre FIRST registry, we identified D2T RA between August 2013 and March 2024. Low-inflammatory D2T RA was defined as a swollen 28-joint count ≤1 and C-reactive protein <10 mg/L. In the low-inflammatory D2T RA group, we compared those who underwent b/tsDMARD switching (the switch group) with the non-switch group. The primary outcome was the 6-month change in Clinical Disease Activity Index (CDAI).</p><p><strong>Results: </strong>Among 3519 patients, 457 fulfilled the D2T RA criteria, and 173 were low-inflammatory D2T RA. Compared with inflammatory D2T RA, these patients had a shorter disease duration (127.4 vs 146.4 months), lower methotrexate (9.2 vs 10.5 mg/week) and glucocorticoid doses (4.3 vs 5.2 mg/day), and higher rates of fibromyalgia (2.9% vs 1.4%) and psychological disorders (5.2% vs 1.8%). The proportion receiving b/tsDMARD switching was lower in low-inflammatory than in inflammatory D2T RA (29/173 (16.8%) vs 217/284 (76.4%)). In the propensity score-matched analysis, the switch group (n=15) showed greater improvements in CDAI and pain than the non-switch group (n=30) (-6.6 vs -2.2, -15.3 vs -3.4, both p<0.05). Even among patients with low-grade sonographic activity (greyscale ≤1, power Doppler=0), b/tsDMARD switching improved CDAI (16.8 to 9.7).</p><p><strong>Conclusions: </strong>A subset of patients with low-inflammatory D2T RA may benefit from b/tsDMARD switching, indicating that low-inflammatory status alone should not preclude consideration of treatment intensification.</p>","PeriodicalId":21396,"journal":{"name":"RMD Open","volume":"12 1","pages":""},"PeriodicalIF":4.7,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12878399/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146126288","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-02DOI: 10.1136/rmdopen-2025-006420
George A Karpouzas, Virginia Pascual-Ramos, Miguel A Gonzalez-Gay, Durga P Misra, Elena Myasoedova, Solbritt Rantapää-Dahlqvist, Petros Sfikakis, Patrick Dessein, Carol A Hitchon, Dionicio Galarza-Delgado, Piet Van Riel, Anne Grete Semb, Ellen-M Hauge, George D Kitas, Sarah R Ormseth
Objectives: Female sex and anticitrullinated protein antibodies (ACPA) are associated with higher disease activity in rheumatoid arthritis (RA). Since disease-related inflammation is linked to cardiovascular risk, we explored whether sex and ACPA influenced the association between disease activity at study entry and cardiovascular risk in established RA.
Methods: We evaluated 4008 patients with prevalent RA from an international observational cohort enrolled between 1985 and 2012. Outcomes included major adverse cardiovascular events (MACE: cardiovascular death, myocardial infarction and stroke) and ischaemic cardiovascular events (iCVE: MACE, angina, revascularisation, transient ischaemic attack and peripheral arterial disease). Follow-up accrued from enrolment until the first event or censoring. Multivariable Cox models stratified by centre risk evaluated disease activity, sex, ACPA and their interactions.
Results: We documented 193 MACE and 299 iCVE. Disease activity and sex were associated with MACE (all p≤0.017) and iCVE (p≤0.005) but ACPA was only associated with MACE (p=0.043). A three-way interaction on MACE (p=0.034) but not iCVE was noted. Among ACPA-negative patients, disease activity was associated with MACE in males (HR 1.57 (95% CI 1.14 to 2.16)) but not females (p-for-interaction=0.022). Among ACPA-positive patients, neither the disease activity x sex interaction (p=0.929), nor main effect of disease activity on MACE (p=0.124) was significant, but male sex was (HR 1.61 (95% CI 1.15 to 2.27)). Among females, neither disease activity x ACPA interaction (p=0.523) nor disease activity (p=0.319) was significant for MACE, but ACPA was (HR 1.57 (95% CI 1.02 to 2.42)).
Conclusions: The effect of disease activity at enrolment on cardiovascular risk in prevalent RA varies across patient groups with different sex and ACPA characteristics.
目的:女性和抗纤氨酸化蛋白抗体(ACPA)与类风湿关节炎(RA)较高的疾病活动性相关。由于疾病相关炎症与心血管风险相关,我们探讨了性别和ACPA是否影响研究开始时疾病活动与已确诊RA心血管风险之间的关系。方法:我们评估了1985年至2012年间纳入的4008例国际观察性队列患者。结果包括主要不良心血管事件(MACE:心血管性死亡、心肌梗死和卒中)和缺血性心血管事件(iCVE: MACE、心绞痛、血运重建、短暂性缺血发作和外周动脉疾病)。随访从入组到第一次事件或审查。按中心风险分层的多变量Cox模型评估了疾病活动性、性别、ACPA及其相互作用。结果:我们记录了193例MACE和299例iCVE。疾病活动性和性别与MACE (p≤0.017)和iCVE (p≤0.005)相关,而ACPA仅与MACE相关(p=0.043)。MACE存在三方交互作用(p=0.034),但iCVE不存在三方交互作用。在acpa阴性患者中,疾病活动性与男性MACE相关(HR 1.57 (95% CI 1.14 ~ 2.16)),但与女性无关(p-for-interaction=0.022)。在acpa阳性患者中,疾病活动性与性别相互作用(p=0.929)和疾病活动性对MACE的主要影响(p=0.124)均不显著,但男性对MACE有显著影响(HR 1.61 (95% CI 1.15 ~ 2.27))。在女性中,疾病活度与ACPA相互作用(p=0.523)和疾病活度(p=0.319)对于MACE均无显著性差异,但ACPA为(HR 1.57 (95% CI 1.02 ~ 2.42))。结论:入组时疾病活动度对流行RA心血管风险的影响在不同性别和ACPA特征的患者组中有所不同。
{"title":"Sex and anticitrullinated protein antibodies modify the relationship between inflammation and cardiovascular risk in rheumatoid arthritis.","authors":"George A Karpouzas, Virginia Pascual-Ramos, Miguel A Gonzalez-Gay, Durga P Misra, Elena Myasoedova, Solbritt Rantapää-Dahlqvist, Petros Sfikakis, Patrick Dessein, Carol A Hitchon, Dionicio Galarza-Delgado, Piet Van Riel, Anne Grete Semb, Ellen-M Hauge, George D Kitas, Sarah R Ormseth","doi":"10.1136/rmdopen-2025-006420","DOIUrl":"10.1136/rmdopen-2025-006420","url":null,"abstract":"<p><strong>Objectives: </strong>Female sex and anticitrullinated protein antibodies (ACPA) are associated with higher disease activity in rheumatoid arthritis (RA). Since disease-related inflammation is linked to cardiovascular risk, we explored whether sex and ACPA influenced the association between disease activity at study entry and cardiovascular risk in established RA.</p><p><strong>Methods: </strong>We evaluated 4008 patients with prevalent RA from an international observational cohort enrolled between 1985 and 2012. Outcomes included major adverse cardiovascular events (MACE: cardiovascular death, myocardial infarction and stroke) and ischaemic cardiovascular events (iCVE: MACE, angina, revascularisation, transient ischaemic attack and peripheral arterial disease). Follow-up accrued from enrolment until the first event or censoring. Multivariable Cox models stratified by centre risk evaluated disease activity, sex, ACPA and their interactions.</p><p><strong>Results: </strong>We documented 193 MACE and 299 iCVE. Disease activity and sex were associated with MACE (all p≤0.017) and iCVE (p≤0.005) but ACPA was only associated with MACE (p=0.043). A three-way interaction on MACE (p=0.034) but not iCVE was noted. Among ACPA-negative patients, disease activity was associated with MACE in males (HR 1.57 (95% CI 1.14 to 2.16)) but not females (p-for-interaction=0.022). Among ACPA-positive patients, neither the disease activity x sex interaction (p=0.929), nor main effect of disease activity on MACE (p=0.124) was significant, but male sex was (HR 1.61 (95% CI 1.15 to 2.27)). Among females, neither disease activity x ACPA interaction (p=0.523) nor disease activity (p=0.319) was significant for MACE, but ACPA was (HR 1.57 (95% CI 1.02 to 2.42)).</p><p><strong>Conclusions: </strong>The effect of disease activity at enrolment on cardiovascular risk in prevalent RA varies across patient groups with different sex and ACPA characteristics.</p>","PeriodicalId":21396,"journal":{"name":"RMD Open","volume":"12 1","pages":""},"PeriodicalIF":4.7,"publicationDate":"2026-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12878202/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146106844","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-02DOI: 10.1136/rmdopen-2025-006447
Helena Marzo-Ortega, Philipp Sewerin, Carlo Selmi, Hagen Russ, Khai Jing Ng, Marcus Ngantcha, Jens Gammeltoft Gerwien, Dominika Kennedy, Adela Gallego-Flores, Inmaculada de la Torre, Dafna D Gladman, Laura C Coates
Objectives: This prespecified interim analysis of the PRO-SPIRIT observational study compares the effectiveness and persistence of ixekizumab (IXE) with other biologic or targeted synthetic disease-modifying antirheumatic drugs (b/tsDMARDs) among patients with psoriatic arthritis (PsA) after 12 months of real-world treatment.
Methods: Data were collected from a multinational cohort (n=1192) initiating IXE or other b/tsDMARDs. Comparative effectiveness between IXE and other b/tsDMARDs was assessed using frequentist model averaging, with multiple imputation for missing data. Pairwise comparisons were performed between IXE and tumour necrosis factor inhibitors (TNFi), secukinumab (SEC), Janus kinase inhibitors and pooled interleukin (IL)-12/23i & IL-23i groups.
Results: At month 12, IXE-treated patients displayed improvement in clinical Disease Activity in PsA index (cDAPSA) and body surface area (BSA) and the highest remission rate (cDAPSA score≤4; 18.8%). Versus pooled IL-12/23i and IL-23i, IXE patients were more likely to achieve cDAPSA remission (OR 2.0 (95% CI 1.2 to 6.0)) or very low disease activity (VLDA; OR 2.5 (1.1 to 13.6)), with greater pain reduction (least squares mean (LSM) (95% CI) -7.3 (-13.2 to -0.7)). Compared with TNFi, IXE patients exhibited greater BSA improvement (LSM (95% CI) -0.9 (-1.4 to -0.1)). IXE and SEC results were similar; most SEC patients received the 300 mg dose. Persistence rates were similar across groups, with varying reasons for discontinuation.
Conclusions: IXE patients had significantly greater odds of achieving cDAPSA remission and VLDA, plus greater pain reduction versus the pooled IL-12/23i and IL-23i group, with significant improvements in BSA versus TNFi. Treatment persistence was similar among all b/tsDMARDs.
目的:这项预先指定的PRO-SPIRIT观察性研究的中期分析比较了银屑病关节炎(PsA)患者在实际治疗12个月后,ixekizumab (IXE)与其他生物或靶向合成疾病改善抗风湿药物(b/tsDMARDs)的有效性和持久性。方法:数据收集自一组多国队列(n=1192),这些患者首发IXE或其他b/ tsdmard。IXE和其他b/tsDMARDs的比较有效性使用频率模型平均进行评估,并对缺失数据进行多次插值。IXE与肿瘤坏死因子抑制剂(TNFi)、secukinumab (SEC)、Janus激酶抑制剂和白细胞介素(IL)-12/23i和IL-23i组进行两两比较。结果:12个月时,ixe治疗患者的临床疾病活动性PsA指数(cDAPSA)和体表面积(BSA)均有改善,缓解率最高(cDAPSA评分≤4分;18.8%)。与合并IL-12/23i和IL-23i相比,IXE患者更有可能实现cDAPSA缓解(OR 2.0 (95% CI 1.2至6.0))或非常低的疾病活动性(VLDA; OR 2.5(1.1至13.6)),疼痛减轻更大(最小二乘平均值(LSM) (95% CI) -7.3(-13.2至-0.7))。与TNFi相比,IXE患者表现出更大的BSA改善(LSM (95% CI) -0.9(-1.4至-0.1))。IXE和SEC结果相似;大多数SEC患者接受300mg剂量。各组间的持续率相似,但停药的原因不同。结论:与IL-12/23i和IL-23i联合治疗组相比,IXE患者获得cDAPSA缓解和VLDA的几率明显更高,疼痛减轻程度也更大,BSA比TNFi有显著改善。所有b/ tsdmard患者的治疗持续性相似。
{"title":"Comparative effectiveness and persistence of ixekizumab and other b/tsDMARDs in patients with PsA from a real-world setting: 12-month results from the PRO-SPIRIT study.","authors":"Helena Marzo-Ortega, Philipp Sewerin, Carlo Selmi, Hagen Russ, Khai Jing Ng, Marcus Ngantcha, Jens Gammeltoft Gerwien, Dominika Kennedy, Adela Gallego-Flores, Inmaculada de la Torre, Dafna D Gladman, Laura C Coates","doi":"10.1136/rmdopen-2025-006447","DOIUrl":"10.1136/rmdopen-2025-006447","url":null,"abstract":"<p><strong>Objectives: </strong>This prespecified interim analysis of the PRO-SPIRIT observational study compares the effectiveness and persistence of ixekizumab (IXE) with other biologic or targeted synthetic disease-modifying antirheumatic drugs (b/tsDMARDs) among patients with psoriatic arthritis (PsA) after 12 months of real-world treatment.</p><p><strong>Methods: </strong>Data were collected from a multinational cohort (n=1192) initiating IXE or other b/tsDMARDs. Comparative effectiveness between IXE and other b/tsDMARDs was assessed using frequentist model averaging, with multiple imputation for missing data. Pairwise comparisons were performed between IXE and tumour necrosis factor inhibitors (TNFi), secukinumab (SEC), Janus kinase inhibitors and pooled interleukin (IL)-12/23i & IL-23i groups.</p><p><strong>Results: </strong>At month 12, IXE-treated patients displayed improvement in clinical Disease Activity in PsA index (cDAPSA) and body surface area (BSA) and the highest remission rate (cDAPSA score≤4; 18.8%). Versus pooled IL-12/23i and IL-23i, IXE patients were more likely to achieve cDAPSA remission (OR 2.0 (95% CI 1.2 to 6.0)) or very low disease activity (VLDA; OR 2.5 (1.1 to 13.6)), with greater pain reduction (least squares mean (LSM) (95% CI) -7.3 (-13.2 to -0.7)). Compared with TNFi, IXE patients exhibited greater BSA improvement (LSM (95% CI) -0.9 (-1.4 to -0.1)). IXE and SEC results were similar; most SEC patients received the 300 mg dose. Persistence rates were similar across groups, with varying reasons for discontinuation.</p><p><strong>Conclusions: </strong>IXE patients had significantly greater odds of achieving cDAPSA remission and VLDA, plus greater pain reduction versus the pooled IL-12/23i and IL-23i group, with significant improvements in BSA versus TNFi. Treatment persistence was similar among all b/tsDMARDs.</p>","PeriodicalId":21396,"journal":{"name":"RMD Open","volume":"12 1","pages":""},"PeriodicalIF":4.7,"publicationDate":"2026-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12878192/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146106846","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-30DOI: 10.1136/rmdopen-2025-006094
Josef S Smolen, Ted R Mikuls, James Galloway, Ulf Müller-Ladner, Jeffrey R Curtis, Motomu Hashimoto, Tsutomu Takeuchi, Ernest Choy, Yoshiya Tanaka, Carlos Cara, Bernard Lauwerys, Nicola Tilt, Baran Ufuktepe, Peter C Taylor
Objectives: To assess the impact of rheumatoid factor (RF) levels and previous inadequate responses/intolerance to tumour necrosis factor inhibitors (TNFi-IR) on the efficacy of certolizumab pegol (CZP) in patients with rheumatoid arthritis (RA) through a post hoc analysis of the RA Evaluation in Subjects Receiving TNF Inhibitor CZP (REALISTIC) trial.
Methods: In the phase IIIb REALISTIC trial, patients with RA were randomised to CZP (400 mg at weeks 0, 2 and 4, then 200 mg every 2 weeks) or placebo (PBO) for 12 weeks, followed by open-label CZP (minimum 16 weeks). Outcomes reported to week 36 include Disease Activity Score 28 C-reactive protein (DAS28-CRP) and Clinical Disease Activity Index (CDAI) scores, rates of DAS28-CRP <2.6 and CDAI remission (CDAI ≤2.8) and components of each. Data were stratified by baseline RF level (≤3rd quarter (≤Q3; <180 kU/L) vs 4th quarter (Q4; 'high RF'; ≥180 kU/L)) and prior TNFi use (TNFinaïve vs TNFi-IR).
Results: A total of 930 patients were included: 751 CZP-randomised and 179 PBO-randomised. At week 12, CZP-randomised patients experienced marked and similar improvements in disease activity, irrespective of RF level and prior TNFi use, while PBO-randomised patients did not. Responses generally improved through week 36 in CZP-treated patients (including PBO-randomised switchers), with similar efficacy across subgroups.
Conclusions: Patients with high and low RF levels experienced similar clinical responses to CZP treatment, irrespective of previous inadequate responses or intolerance to TNFis. These findings expand previous observations, supporting CZP as an effective treatment for patients with RA who have high RF levels and prior inadequate responses to TNFis.
{"title":"Do high rheumatoid factor levels impact response to certolizumab pegol in patients with inadequately controlled rheumatoid arthritis? A post hoc analysis of the phase IIIb REALISTIC trial.","authors":"Josef S Smolen, Ted R Mikuls, James Galloway, Ulf Müller-Ladner, Jeffrey R Curtis, Motomu Hashimoto, Tsutomu Takeuchi, Ernest Choy, Yoshiya Tanaka, Carlos Cara, Bernard Lauwerys, Nicola Tilt, Baran Ufuktepe, Peter C Taylor","doi":"10.1136/rmdopen-2025-006094","DOIUrl":"10.1136/rmdopen-2025-006094","url":null,"abstract":"<p><strong>Objectives: </strong>To assess the impact of rheumatoid factor (RF) levels and previous inadequate responses/intolerance to tumour necrosis factor inhibitors (TNFi-IR) on the efficacy of certolizumab pegol (CZP) in patients with rheumatoid arthritis (RA) through a post hoc analysis of the RA Evaluation in Subjects Receiving TNF Inhibitor CZP (REALISTIC) trial.</p><p><strong>Methods: </strong>In the phase IIIb REALISTIC trial, patients with RA were randomised to CZP (400 mg at weeks 0, 2 and 4, then 200 mg every 2 weeks) or placebo (PBO) for 12 weeks, followed by open-label CZP (minimum 16 weeks). Outcomes reported to week 36 include Disease Activity Score 28 C-reactive protein (DAS28-CRP) and Clinical Disease Activity Index (CDAI) scores, rates of DAS28-CRP <2.6 and CDAI remission (CDAI ≤2.8) and components of each. Data were stratified by baseline RF level (≤3rd quarter (≤Q3; <180 kU/L) vs 4th quarter (Q4; 'high RF'; ≥180 kU/L)) and prior TNFi use (TNFinaïve vs TNFi-IR).</p><p><strong>Results: </strong>A total of 930 patients were included: 751 CZP-randomised and 179 PBO-randomised. At week 12, CZP-randomised patients experienced marked and similar improvements in disease activity, irrespective of RF level and prior TNFi use, while PBO-randomised patients did not. Responses generally improved through week 36 in CZP-treated patients (including PBO-randomised switchers), with similar efficacy across subgroups.</p><p><strong>Conclusions: </strong>Patients with high and low RF levels experienced similar clinical responses to CZP treatment, irrespective of previous inadequate responses or intolerance to TNFis. These findings expand previous observations, supporting CZP as an effective treatment for patients with RA who have high RF levels and prior inadequate responses to TNFis.</p><p><strong>Trial registration number: </strong>NCT00717236.</p>","PeriodicalId":21396,"journal":{"name":"RMD Open","volume":"12 1","pages":""},"PeriodicalIF":4.7,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12887508/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146093890","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-27DOI: 10.1136/rmdopen-2025-006136
Laura Cuesta-López, Iván Arias-de la Rosa, Carlos Pérez-Sánchez, Ariana Barbera-Betancour, Miriam Ruiz-Ponce, Antonio Manuel Barranco, Pedro Ortiz-Buitrago, Lourdes Ladehesa-Pineda, María Ángeles Puche-Larrubia, Jesus Eduardo Martín-Salazar, Elena Moreno-Caño, María Carmen Ábalos-Aguilera, Chary Lopez-Pedrera, Alejandro Escudero-Contreras, Eduardo Collantes-Estévez, Clementina López-Medina, Nuria Barbarroja
Objectives: To identify clusters of highly correlated genes enriched in biological functions and specific molecular pathways involved in the pathogenesis of radiographic damage in axial spondyloarthritis (axSpA) and to discover molecular biomarkers of radiographic progression and disease severity.
Methods: A total of 144 patients with axSpA were included. First, RNA from peripheral blood mononuclear cells was sequenced in a cohort of 24 patients with axSpA. Hub genes were measured in a n=60 validation cohort through microfluidic PCR. A 5-year follow-up enabled the classification of the patients into fast/moderate or slow progressors. Machine learning approaches were applied to identify a predictive biomarker of progression by integrating gene expression data with clinical variables. An independent cohort of 60 patients with axSpA, with spine radiographs taken 5 years prior, underwent serum proteomic analysis using a Proximity Extension Assay.
Results: Unsupervised clustering analysis using transcriptomics revealed two distinct groups of patients with axSpA, differentiated by their clinical profiles. Weight gene correlation network analysis identified six gene modules differentially expressed between the two clusters. Patients in cluster 2 exhibited higher disease activity, greater functional impairment and more structural damage. Molecular alterations linked to structural damage revealed a specific circulating inflammatory proteome profile associated with disease severity. A predictive model composed of two genes and basal total modified Stoke Ankylosing Spondylitis Spinal Score emerged as a key biomarker for identifying moderate-to-fast radiographic progression.
Conclusions: This study identified molecular pathways involved in radiographic damage and discovered potential proteomic biomarkers of disease severity and transcriptomic predictors of radiographic progression in axSpA.
{"title":"Transcriptomic and proteomic analysis stratifies patients with axial spondyloarthritis based on disease activity, structural damage and radiographic progression.","authors":"Laura Cuesta-López, Iván Arias-de la Rosa, Carlos Pérez-Sánchez, Ariana Barbera-Betancour, Miriam Ruiz-Ponce, Antonio Manuel Barranco, Pedro Ortiz-Buitrago, Lourdes Ladehesa-Pineda, María Ángeles Puche-Larrubia, Jesus Eduardo Martín-Salazar, Elena Moreno-Caño, María Carmen Ábalos-Aguilera, Chary Lopez-Pedrera, Alejandro Escudero-Contreras, Eduardo Collantes-Estévez, Clementina López-Medina, Nuria Barbarroja","doi":"10.1136/rmdopen-2025-006136","DOIUrl":"10.1136/rmdopen-2025-006136","url":null,"abstract":"<p><strong>Objectives: </strong>To identify clusters of highly correlated genes enriched in biological functions and specific molecular pathways involved in the pathogenesis of radiographic damage in axial spondyloarthritis (axSpA) and to discover molecular biomarkers of radiographic progression and disease severity.</p><p><strong>Methods: </strong>A total of 144 patients with axSpA were included. First, RNA from peripheral blood mononuclear cells was sequenced in a cohort of 24 patients with axSpA. Hub genes were measured in a n=60 validation cohort through microfluidic PCR. A 5-year follow-up enabled the classification of the patients into fast/moderate or slow progressors. Machine learning approaches were applied to identify a predictive biomarker of progression by integrating gene expression data with clinical variables. An independent cohort of 60 patients with axSpA, with spine radiographs taken 5 years prior, underwent serum proteomic analysis using a Proximity Extension Assay.</p><p><strong>Results: </strong>Unsupervised clustering analysis using transcriptomics revealed two distinct groups of patients with axSpA, differentiated by their clinical profiles. Weight gene correlation network analysis identified six gene modules differentially expressed between the two clusters. Patients in cluster 2 exhibited higher disease activity, greater functional impairment and more structural damage. Molecular alterations linked to structural damage revealed a specific circulating inflammatory proteome profile associated with disease severity. A predictive model composed of two genes and basal total modified Stoke Ankylosing Spondylitis Spinal Score emerged as a key biomarker for identifying moderate-to-fast radiographic progression.</p><p><strong>Conclusions: </strong>This study identified molecular pathways involved in radiographic damage and discovered potential proteomic biomarkers of disease severity and transcriptomic predictors of radiographic progression in axSpA.</p>","PeriodicalId":21396,"journal":{"name":"RMD Open","volume":"12 1","pages":""},"PeriodicalIF":4.7,"publicationDate":"2026-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12853446/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146066625","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-27DOI: 10.1136/rmdopen-2025-006356
Michael George, Ellen Romich, Thomas R Riley, Bryant R England, Shanette Daigle, Emily E Holladay, Yujie Su, Fenglong Xie, Karim R Masri, Jeffrey R Curtis
Objective: Studies of dermatomyositis (DM) are frequently limited to single-centre cohorts. We used two large nationally representative US cohorts to conduct a descriptive epidemiological study of the characteristics, treatments and outcomes of patients with incident DM.
Methods: This retrospective study identified two DM inception cohorts using (1) commercial claims and (2) electronic health record (EHR) data from the Excellence Network in Rheumatology to Innovate Care and High-impact research (ENRICH), a community rheumatology practice-based research network. Patient characteristics, treatments and healthcare utilisation were assessed using the 18 months before and 12 months after diagnosis in claims and the 12 months before and after diagnosis in EHR data.
Results: We identified 2475 patients (claims) and 1196 patients (EHR) with incident DM. Among 998 patients in the EHR cohort with available laboratory data, 472 had available myositis panel results, with 165 (35.0%) having a positive myositis-specific antibody. Glucocorticoid use was common, 68.7% and 73.8% in the two cohorts, respectively, with initial doses most often >20 mg/day; among glucocorticoid users, mean cumulative dose was 1407 mg in the claims cohort. Hydroxychloroquine, methotrexate and mycophenolate were the most commonly used immunomodulatory therapies. During follow-up in the claims data cohort, incidence per 1000 person-years was 92.2, 15.3, 6.4, 2.9 and 2.1 for all-cause hospitalisation, malignancy, interstitial lung disease, gastrostomy tube placement and myocarditis, respectively.
Conclusion: Administrative claims and EHR data can be leveraged to assess treatment patterns and longitudinal outcomes/disease manifestations in incident dermatomyositis cohorts. This study highlights a high burden of glucocorticoid exposure, significant heterogeneity in treatment and high healthcare utilisation in this population.
{"title":"Characteristics, treatments and outcomes of patients with dermatomyositis using real-world data.","authors":"Michael George, Ellen Romich, Thomas R Riley, Bryant R England, Shanette Daigle, Emily E Holladay, Yujie Su, Fenglong Xie, Karim R Masri, Jeffrey R Curtis","doi":"10.1136/rmdopen-2025-006356","DOIUrl":"10.1136/rmdopen-2025-006356","url":null,"abstract":"<p><strong>Objective: </strong>Studies of dermatomyositis (DM) are frequently limited to single-centre cohorts. We used two large nationally representative US cohorts to conduct a descriptive epidemiological study of the characteristics, treatments and outcomes of patients with incident DM.</p><p><strong>Methods: </strong>This retrospective study identified two DM inception cohorts using (1) commercial claims and (2) electronic health record (EHR) data from the Excellence Network in Rheumatology to Innovate Care and High-impact research (ENRICH), a community rheumatology practice-based research network. Patient characteristics, treatments and healthcare utilisation were assessed using the 18 months before and 12 months after diagnosis in claims and the 12 months before and after diagnosis in EHR data.</p><p><strong>Results: </strong>We identified 2475 patients (claims) and 1196 patients (EHR) with incident DM. Among 998 patients in the EHR cohort with available laboratory data, 472 had available myositis panel results, with 165 (35.0%) having a positive myositis-specific antibody. Glucocorticoid use was common, 68.7% and 73.8% in the two cohorts, respectively, with initial doses most often >20 mg/day; among glucocorticoid users, mean cumulative dose was 1407 mg in the claims cohort. Hydroxychloroquine, methotrexate and mycophenolate were the most commonly used immunomodulatory therapies. During follow-up in the claims data cohort, incidence per 1000 person-years was 92.2, 15.3, 6.4, 2.9 and 2.1 for all-cause hospitalisation, malignancy, interstitial lung disease, gastrostomy tube placement and myocarditis, respectively.</p><p><strong>Conclusion: </strong>Administrative claims and EHR data can be leveraged to assess treatment patterns and longitudinal outcomes/disease manifestations in incident dermatomyositis cohorts. This study highlights a high burden of glucocorticoid exposure, significant heterogeneity in treatment and high healthcare utilisation in this population.</p>","PeriodicalId":21396,"journal":{"name":"RMD Open","volume":"12 1","pages":""},"PeriodicalIF":4.7,"publicationDate":"2026-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12853428/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146066584","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Existing proteomic studies have primarily focused on gout flares or symptomatic hyperuricaemia, and few have comprehensively investigated circulating proteomic profiles in serum urate (SU) concentration as a continuous quantitative trait. This cross-sectional study investigated the association between SU concentration and serum proteomic profiles.
Methods: We enrolled 176 Japanese individuals aged ≥50 years and measured serum proteins using the Olink Explore 3072. To analyse the association between SU concentration and serum proteins, we applied linear regression adjusting for age, sex, renal function and insulin resistance with a false discovery rate threshold of 5%. Tissue-specific and gene set enrichment analyses were conducted based on the regression results.
Results: A total of 2886 proteins were analysed, among whom 63 showed significant associations with SU concentration; uromodulin demonstrated the strongest association (adjusted p=2.21×10-5). These 63 SU-associated proteins were significantly enriched in the liver, kidneys and duodenum by tissue-specific enrichment analysis. We further examined p.Q141K-a dysfunctional variant of adenosine triphosphate-binding cassette subfamily G member 2 (ABCG2). Among p.Q141K minor allele carriers (n=91), 11 SU-associated proteins were identified, whereas no significant SU-associated proteins were detected in wild-type homozygotes (n=85). Gene set enrichment analysis highlighted xenobiotic metabolism in wild-types and additional inflammation- and disease-related gene sets in minor allele carriers.
Conclusions: To the best of our knowledge, this is the first study to report a proteomic signature of SU concentration. These findings suggest that SU-associated proteomic signatures vary according to ABCG2 genotypes, highlighting the genetic contribution to pathophysiological processes associated with SU concentration variation.
{"title":"Proteomic footprint of serum urate concentration and urate transporter <i>ABCG2</i> dysfunctional polymorphism: a cross-sectional study.","authors":"Yuki Ohashi, Sahoko Ichihara, Ken Yamamoto, Yuki Kitamura, Tatsuaki Matsubara, Ruriha Beppo, Fumie Kinoshita, Tomoko S Kato, Yu Toyoda, Yusuke Kawamura, Hirotaka Matsuo, Kimiyoshi Ichida, Mitsuhiro Yokota, Masahiro Nakatochi","doi":"10.1136/rmdopen-2025-006414","DOIUrl":"10.1136/rmdopen-2025-006414","url":null,"abstract":"<p><strong>Background: </strong>Existing proteomic studies have primarily focused on gout flares or symptomatic hyperuricaemia, and few have comprehensively investigated circulating proteomic profiles in serum urate (SU) concentration as a continuous quantitative trait. This cross-sectional study investigated the association between SU concentration and serum proteomic profiles.</p><p><strong>Methods: </strong>We enrolled 176 Japanese individuals aged ≥50 years and measured serum proteins using the Olink Explore 3072. To analyse the association between SU concentration and serum proteins, we applied linear regression adjusting for age, sex, renal function and insulin resistance with a false discovery rate threshold of 5%. Tissue-specific and gene set enrichment analyses were conducted based on the regression results.</p><p><strong>Results: </strong>A total of 2886 proteins were analysed, among whom 63 showed significant associations with SU concentration; uromodulin demonstrated the strongest association (adjusted p=2.21×10<sup>-5</sup>). These 63 SU-associated proteins were significantly enriched in the liver, kidneys and duodenum by tissue-specific enrichment analysis. We further examined p.Q141K-a dysfunctional variant of adenosine triphosphate-binding cassette subfamily G member 2 (<i>ABCG2</i>). Among p.Q141K minor allele carriers (n=91), 11 SU-associated proteins were identified, whereas no significant SU-associated proteins were detected in wild-type homozygotes (n=85). Gene set enrichment analysis highlighted xenobiotic metabolism in wild-types and additional inflammation- and disease-related gene sets in minor allele carriers.</p><p><strong>Conclusions: </strong>To the best of our knowledge, this is the first study to report a proteomic signature of SU concentration. These findings suggest that SU-associated proteomic signatures vary according to <i>ABCG2</i> genotypes, highlighting the genetic contribution to pathophysiological processes associated with SU concentration variation.</p><p><strong>Trial registration number: </strong>NCT00262691.</p>","PeriodicalId":21396,"journal":{"name":"RMD Open","volume":"12 1","pages":""},"PeriodicalIF":4.7,"publicationDate":"2026-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12853506/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146066566","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}