Centre for Rheumatology Research and Centre for Adolescent Rheumatology Versus Arthritis, University College London, London, United Kingdom.
Scicross AB, Skövde, Sweden.
Arthritis Rheumatol. 2024 Mar;76(3):455-468. doi: 10.1002/art.42722. Epub 2023 Dec 19.
Patients with juvenile-onset systemic lupus erythematosus (JSLE) have increased atherosclerosis risk. This study investigated novel atherosclerosis progression biomarkers in the Atherosclerosis Prevention in Pediatric Lupus Erythematosus (APPLE) trial, the largest investigator-led randomized control trial of atorvastatin versus placebo for atherosclerosis progression in JSLE, using carotid intima-media thickness (CIMT) as the primary outcome.
Unsupervised clustering of baseline CIMT and CIMT progression over 36 months was used to stratify patients with JSLE. Disease characteristics, cardiovascular risk scores, and baseline serum metabolome were investigated in CIMT-stratified patients. Machine learning techniques were used to identify and validate a serum metabolomic signature of CIMT progression.
Baseline CIMT stratified patients with JSLE (N = 151) into three groups with distinct high, intermediate, and low CIMT trajectories irrespective of treatment allocation, despite most patients having low cardiovascular disease risk based on recommended assessment criteria. In the placebo group (n = 60), patients with high versus low CIMT progression had higher total (P = 0.001) and low-density lipoprotein (LDL) (P = 0.002) cholesterol levels, although within the reference range. Furthermore, a robust baseline metabolomic signature predictive of high CIMT progression was identified in the placebo arm (area under the curve, 80.7%). Patients treated with atorvastatin (n = 61) had reduced LDL cholesterol levels after 36 months, as expected; however, despite this, 36% still had high atherosclerosis progression, which was not predicted by metabolomic biomarkers, suggesting nonlipid drivers of atherosclerosis in JSLE with management implications for this subset of patients.
Significant baseline heterogeneity and distinct subclinical atherosclerosis progression trajectories exist in JSLE. Metabolomic signatures can predict atherosclerosis progression in some patients with JSLE with relevance for clinical trial stratification.
幼年特发性关节炎(JIA)患者存在动脉粥样硬化风险增加。本研究通过颈动脉内膜中层厚度(CIMT)作为主要结局,对最大的研究者主导的阿托伐他汀与安慰剂治疗 JIA 动脉粥样硬化进展的 Atherosclerosis Prevention in Pediatric Lupus Erythematosus(APPLE)试验中的新型动脉粥样硬化进展生物标志物进行了研究。
采用无监督聚类方法对基线 CIMT 和 36 个月的 CIMT 进展进行分层,以分层 JIA 患者。在 CIMT 分层患者中研究了疾病特征、心血管风险评分和基线血清代谢组学。使用机器学习技术来识别和验证 CIMT 进展的血清代谢组学特征。
基线 CIMT 将 JIA 患者(N=151)分层为三组,无论治疗分配如何,都有明显的高、中、低 CIMT 轨迹,尽管大多数患者根据推荐的评估标准具有低心血管疾病风险。在安慰剂组(n=60)中,与低 CIMT 进展相比,高 CIMT 进展患者的总胆固醇(P=0.001)和低密度脂蛋白(LDL)(P=0.002)水平更高,尽管仍在参考范围内。此外,在安慰剂组中鉴定出了一种稳健的基线代谢组学特征,可预测高 CIMT 进展(曲线下面积,80.7%)。正如预期的那样,接受阿托伐他汀治疗的患者(n=61)在 36 个月后 LDL 胆固醇水平降低;然而,尽管如此,仍有 36%的患者发生了高动脉粥样硬化进展,这无法通过代谢组学生物标志物预测,这表明 JIA 中的动脉粥样硬化存在非脂质驱动因素,这对该患者亚组的管理具有重要意义。
JIA 中存在显著的基线异质性和明显的亚临床动脉粥样硬化进展轨迹。代谢组学特征可以预测某些 JIA 患者的动脉粥样硬化进展,这对临床试验分层具有重要意义。