Serum soluble mediator signatures of lupus nephritis: histological features and response to treatment.

IF 3.3 2区 医学 Q1 RHEUMATOLOGY
Andrea Fava, Catriona A Wagner, Carla J Guthridge, Susan Macwana, Wade DeJager, Melissa E Munroe, Peter Izmirly, H Michael Belmont, Betty Diamond, Anne Davidson, Paul J Utz, Michael H Weisman, Philip M Carlucci, Maria Dall'Era, Kenneth Kalunian, Chaim Putterman, Jennifer Anolik, Jennifer L Barnas, David Wofsy, Diane Kamen, Richard A Furie, Deepak A Rao, Michelle Petri, Joel M Guthridge, Jill Buyon, Judith A James
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引用次数: 0

Abstract

Objective: Lupus nephritis (LN) management remains challenging, and novel noninvasive biomarkers are needed. This study quantified serum soluble mediators in the Accelerating Medicines Partnership (AMP) LN cohort to identify biomarkers of histological features and treatment response.

Methods: SLE patients (n=268) undergoing clinically indicated kidney biopsies (urine protein/creatinine ratio [UPCR] > 0.5) were recruited through the AMP RA/SLE network. Serum was collected at biopsy and 3-, 6-, and 12-months post-biopsy, alongside samples from 22 healthy controls. Concentrations of 66 immune mediators were quantified using xMAP multiplex assays, and TNF-α converting enzyme (TACE) measured by ELISA. Seven mediators with >95% values below detection limits were excluded from analyses. Bootstrapped LASSO regression identified proliferative LN (class III/IV+V) predictors from baseline mediators. Associations with 12-month treatment response (complete/partial vs. no response) were tested using 3-month changes in LASSO-selected mediators and UPCR via logistic regression. Molecular clustering of mediator profiles was performed to identify LN subgroups.

Results: Proliferative LN patients (class [III or IV] + V; n=160) displayed a distinct mediator profile compared to non-proliferative LN (class I/II/V; n=96). LASSO regression identified 20 mediators predictive of proliferative LN (AUC, 0.82; 95% CI, 0.81-0.91), including elevated syndecan-1, TNFRI, TNFRII, and VCAM-1, as well as decreased CCL3/MIP-1α, CD40L, and IL-5 levels. Among proliferative LN patients, 3-month reductions in syndecan-1 and VCAM-1, mediators associated with intrarenal LN activity and/or chronicity, predicted 12-month treatment response. A model incorporating these reductions and a decline in UPCR predicted treatment response in proliferative LN (0.90; 95% CI, 0.82-0.98). Molecular clustering revealed 4 distinct LN subgroups with unique soluble mediator signatures and clinical features, not captured by histology alone.

Conclusion: Serum soluble mediators, particularly syndecan-1 and VCAM-1, reflect LN histological activity and early decreases predict treatment response, supporting their potential utility as noninvasive longitudinal biomarkers. The substantial heterogeneity within LN highlights the potential for biomarker-guided reclassification to advance precision medicine approaches.

狼疮性肾炎的血清可溶性介质特征:组织学特征和治疗反应。
目的:狼疮性肾炎(LN)的治疗仍然具有挑战性,需要新的无创生物标志物。本研究在加速药物伙伴关系(AMP) LN队列中量化血清可溶性介质,以确定组织学特征和治疗反应的生物标志物。方法:通过AMP RA/SLE网络招募接受临床指示肾活检(尿蛋白/肌酐比值[UPCR] >.5)的SLE患者(n=268)。在活检和活检后3、6和12个月收集血清,同时收集22名健康对照者的样本。采用xMAP多重法定量66种免疫介质的浓度,ELISA法测定TNF-α转换酶(TACE)的含量。7种95%值低于检测限的介质被排除在分析之外。bootstrap LASSO回归从基线介质中识别出增殖性LN (III/IV+V类)预测因子。通过逻辑回归,使用lasso选择的介质和UPCR的3个月变化来测试与12个月治疗反应(完全/部分或无反应)的关联。对介质谱进行分子聚类以确定LN亚群。结果:与非增殖性LN (I/II/V类,n=96)相比,增殖性LN患者([III或IV] + V类,n=160)表现出明显的介质谱。LASSO回归鉴定出20种预测增生性LN的介质(AUC, 0.82; 95% CI, 0.81-0.91),包括syndecan-1、TNFRI、TNFRII和VCAM-1升高,以及CCL3/MIP-1α、CD40L和IL-5水平降低。在增生性LN患者中,3个月syndecan-1和VCAM-1(与肾内LN活性和/或慢性相关的介质)的降低预测了12个月的治疗反应。结合这些减少和UPCR下降的模型预测了增殖性LN的治疗反应(0.90;95% CI, 0.82-0.98)。分子聚类揭示了4个不同的LN亚群,它们具有独特的可溶性介质特征和临床特征,而不是由组织学单独捕获的。结论:血清可溶性介质,特别是syndecan-1和VCAM-1,反映LN的组织活性,早期减少预测治疗反应,支持它们作为无创纵向生物标志物的潜在效用。LN内部的巨大异质性突出了生物标志物引导的重新分类在推进精准医学方法方面的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
9.40
自引率
6.40%
发文量
368
审稿时长
3-6 weeks
期刊介绍: Arthritis Care & Research, an official journal of the American College of Rheumatology and the Association of Rheumatology Health Professionals (a division of the College), is a peer-reviewed publication that publishes original research, review articles, and editorials that promote excellence in the clinical practice of rheumatology. Relevant to the care of individuals with rheumatic diseases, major topics are evidence-based practice studies, clinical problems, practice guidelines, educational, social, and public health issues, health economics, health care policy, and future trends in rheumatology practice.
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