TY - JOUR
T1 - Atherosclerosis Progression in the APPLE Trial Can Be Predicted in Young People With Juvenile-Onset Systemic Lupus Erythematosus Using a Novel Lipid Metabolomic Signature
AU - APPLE trial investigators and Childhood Rheumatology Research Alliance (CARRA)
AU - Peng, Junjie
AU - Dönnes, Pierre
AU - Ardoin, Stacy P.
AU - Schanberg, Laura E.
AU - Lewandowski, Laura
AU - Ardoin, Stacy
AU - Dewitt, Esi Morgan
AU - Rabinovich, C. Egla
AU - Ellis, Janet
AU - Mieszkalski, Kelly
AU - Wootton, Janet
AU - Chira, Peter
AU - Hsu, Joyce
AU - Lee, Tzielan
AU - Sandborg, Christy
AU - Perea, Jan
AU - Gottlieb, Beth
AU - Irigoyen, Patricia
AU - Luftig, Jennifer
AU - Siddiqi, Shaz
AU - Ni, Zhen
AU - Orlando, Marilynn
AU - Pagano, Eileen
AU - Eichenfield, Andrew
AU - Imundo, Lisa
AU - Levy, Deborah
AU - Kahn, Philip
AU - Batres, Candido
AU - Cabral, Digna
AU - Haines, Kathleen A.
AU - Kimura, Yukiko
AU - Li, Suzanne C.
AU - Weiss, Jennifer
AU - Riordan, Mary Ellen
AU - Vaidya, Beena
AU - von Scheven, Emily
AU - Mietus-Snyder, Michelle
AU - Silverman, Earl
AU - Ng, Lawrence
AU - Bowyer, Suzanne
AU - Ballinger, Susan
AU - Klausmeier, Thomas
AU - Hinchman, Debra
AU - Hudgins, Andrea
AU - Punaro, Marilynn
AU - Henry, Shirley
AU - Zhang, Shuzen
AU - Singer, Nora G.
AU - Brooks, Elizabeth B.
AU - Scalzi, Lisabeth
N1 - Publisher Copyright:
© 2023 The Authors. Arthritis & Rheumatology published by Wiley Periodicals LLC on behalf of American College of Rheumatology.
PY - 2024/3
Y1 - 2024/3
N2 - 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. (Figure presented.).
AB - 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. (Figure presented.).
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U2 - 10.1002/art.42722
DO - 10.1002/art.42722
M3 - Article
C2 - 37786302
AN - SCOPUS:85180218829
SN - 2326-5191
VL - 76
SP - 455
EP - 468
JO - Arthritis and Rheumatology
JF - Arthritis and Rheumatology
IS - 3
ER -