Atherosclerosis Progression in the APPLE Trial Can Be Predicted in Young People With Juvenile-Onset Systemic Lupus Erythematosus Using a Novel Lipid Metabolomic Signature

IF 11.4 1区 医学 Q1 RHEUMATOLOGY Arthritis & Rheumatology Pub Date : 2023-10-02 DOI:10.1002/art.42722
Junjie Peng, Pierre Dönnes, Stacy P. Ardoin, Laura E. Schanberg, Laura Lewandowski, APPLE trial investigators and Childhood Rheumatology Research Alliance (CARRA), George Robinson, Elizabeth C. Jury, Coziana Ciurtin
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Abstract

Objective

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.

Methods

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.

Results

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.

Conclusion

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.

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APPLE试验中的动脉粥样硬化进展可以通过一种新的脂质代谢组学特征来预测青少年期系统性红斑狼疮的年轻人。
目的:青少年期系统性红斑狼疮(JSLE)患者动脉粥样硬化风险增加。这项研究在APPLE试验中研究了新的动脉粥样硬化进展生物标志物,这是研究者领导的最大的阿托伐他汀与安慰剂对JSLE动脉粥样硬化进展的随机对照试验,以颈动脉内膜中层厚度(CIMT)为主要结果。方法:对基线CIMT和36个月以上的CIMT进展进行无监督聚类,对JSLE患者进行分层。研究CIMT分层患者的疾病特征、心血管风险评分和基线血清代谢组。使用机器学习技术来识别/验证CIMT进展的血清代谢组学特征。结果:尽管根据推荐的评估标准,大多数患者的心血管疾病风险较低,但基线CIMT将JSLE患者(N=151)分为三组,具有不同的高、中、低CIMT轨迹,而不考虑治疗分配。安慰剂组(N=60)中,CIMT进展高与低的患者总胆固醇(P=0.001)和低密度脂蛋白(P=0.002)水平较高,尽管在正常范围内。此外,在安慰剂组中发现了预测CIMT高进展的稳健基线代谢组学特征(曲线下面积AUC 80.7%)。接受阿托伐他汀治疗的患者(N=61)在36个月后LDL胆固醇水平如预期降低,然而,尽管如此,36%的患者仍有高动脉粥样硬化进展,代谢组学生物标志物无法预测这一点,提示JSLE中动脉粥样硬化的非脂质驱动因素对该亚群患者的管理意义。结论:JSLE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一些JSLE患者的动脉粥样硬化进展,与临床试验分层相关。
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来源期刊
Arthritis & Rheumatology
Arthritis & Rheumatology RHEUMATOLOGY-
CiteScore
20.90
自引率
3.00%
发文量
371
期刊介绍: Arthritis & Rheumatology is the official journal of the American College of Rheumatology and focuses on the natural history, pathophysiology, treatment, and outcome of rheumatic diseases. It is a peer-reviewed publication that aims to provide the highest quality basic and clinical research in this field. The journal covers a wide range of investigative areas and also includes review articles, editorials, and educational material for researchers and clinicians. Being recognized as a leading research journal in rheumatology, Arthritis & Rheumatology serves the global community of rheumatology investigators and clinicians.
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