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用于鉴定膜性肾病中靶抗原的数据非依赖型采集质谱分析

Mass Spectrometry With Data-Independent Acquisition for the Identification of Target Antigens in Membranous Nephropathy.

作者信息

Morelle Johann, Aydin Selda, Debiec Hanna, Demoulin Nathalie, Dufour Ines, Martin Manon, Gatto Laurent, Vertommen Didier, Ronco Pierre

机构信息

Division of Nephrology, University Hospitals Namur (CHU UCL Namur), Namur, Belgium; de Duve Institute, UCLouvain, Brussels, Belgium.

Department of Pathology, Cliniques Universitaires Saint-Luc, Brussels, Belgium.

出版信息

Am J Kidney Dis. 2025 Mar 7. doi: 10.1053/j.ajkd.2025.01.014.

DOI:10.1053/j.ajkd.2025.01.014
PMID:40058725
Abstract

RATIONALE & OBJECTIVE: In recent years, the strategy of using laser capture microdissection and mass spectrometry (LCM/MS) has expanded the landscape of antigens associated with membranous nephropathy (MN). Specific associations with phenotypes, diseases, and sometimes reversible triggers led to an antigen-based classification of MN, informing precision medicine and highlighting the potential value of routine use of proteomics in classifying MN. This study reproduces and further improves the original LCM/MS for antigen detection in MN.

STUDY DESIGN

Retrospective cohort study using residual material from kidney biopsies.

SETTING & PARTICIPANTS: We applied LCM/MS to kidney biopsy specimens from 64 individuals, including 31 healthy controls; 5 with M-type phospholipase A receptor (PLAR)-associated MN; 23 with PLAR-negative MN; and 5 individuals with other glomerular diseases.

PREDICTOR

Proteomic analysis of microdissected glomeruli.

OUTCOME

Protein abundance and C3 fragments in PLAR-MN specimens versus controls; identification of target antigens in PLAR-negative MN.

ANALYTICAL APPROACH

The technique of LCM/MS was expanded by integrating a data-independent acquisition (DIA) approach to enable the identification and quantification of peptides of varying abundance.

RESULTS

We observed significant enrichment in PLAR, IgG4, and complement proteins, providing molecular evidence for complement activation in glomeruli from patients with PLAR-MN. Compared with conventional data-dependent acquisition (DDA), DIA increased the number of glomerular proteins (∼3,800 vs ∼1,200) identified in healthy glomeruli, allowed the detection of all known antigens except NELL1 in normal glomeruli, and increased the detection rate of antigens from 46% to 83% in PLAR-negative MN.

LIMITATIONS

Retrospective design; sample size; no identification of novel antigens.

CONCLUSIONS

An integrative approach combining LCM/MS and DIA enabled identification of more target antigens than LCM/MS with DDA, potentially informing our understanding of disease mechanisms in MN.

PLAIN-LANGUAGE SUMMARY: Membranous nephropathy is an autoimmune kidney disease characterized by circulating autoantibodies that recognize antigens in podocytes or in the glomerular basement membrane. To date, more than 10 different antigens have been identified, with specific associations with various etiologies and potential impact on management. In this study, proteomic analyses were implemented on glomeruli microdissected from kidney biopsies in patients with membranous nephropathy and appropriate controls. The original technique of proteomic analysis developed by Sethi and coworkers was expanded by applying a specific and more sensitive mass spectrometry method (data-independent acquisition) combined with bioinformatics analysis. We showed that this approach is a powerful tool to detect target antigens, and it may provide insights into disease mechanisms, with the potential to inform clinical diagnosis and classification of membranous nephropathy.

摘要

原理与目的

近年来,激光捕获显微切割与质谱联用(LCM/MS)策略拓展了与膜性肾病(MN)相关抗原的研究范畴。与表型、疾病以及有时与可逆触发因素的特定关联,促成了基于抗原的MN分类,为精准医学提供了依据,并凸显了蛋白质组学在MN分类常规应用中的潜在价值。本研究重现并进一步改进了用于MN抗原检测的原始LCM/MS方法。

研究设计

利用肾活检剩余材料进行回顾性队列研究。

研究地点与参与者

我们将LCM/MS应用于64例个体的肾活检标本,其中包括31名健康对照者;5例与M型磷脂酶A受体(PLAR)相关的MN患者;23例PLAR阴性的MN患者;以及5例患有其他肾小球疾病的个体。

预测指标

对显微切割的肾小球进行蛋白质组学分析。

研究结果

PLAR-MN标本与对照相比的蛋白质丰度和C3片段;PLAR阴性MN中靶抗原的鉴定。

分析方法

通过整合数据非依赖采集(DIA)方法扩展了LCM/MS技术,以实现对不同丰度肽段的鉴定和定量。

结果

我们观察到PLAR、IgG4和补体蛋白显著富集,为PLAR-MN患者肾小球中的补体激活提供了分子证据。与传统的数据依赖采集(DDA)相比,DIA增加了在健康肾小球中鉴定出的肾小球蛋白数量(约3800种对约1200种),能够检测正常肾小球中除NELL1外的所有已知抗原,并将PLAR阴性MN中抗原的检测率从46%提高到83%。

局限性

回顾性设计;样本量;未鉴定出新抗原。

结论

将LCM/MS与DIA相结合的综合方法比LCM/MS与DDA能鉴定出更多的靶抗原,可能有助于我们理解MN的疾病机制。

通俗易懂的总结

膜性肾病是一种自身免疫性肾脏疾病,其特征是循环自身抗体识别足细胞或肾小球基底膜中的抗原。迄今为止,已鉴定出10多种不同抗原,它们与各种病因存在特定关联,并对治疗有潜在影响。在本研究中,对膜性肾病患者和适当对照的肾活检标本中显微切割的肾小球进行了蛋白质组学分析。通过应用一种特定且更灵敏的质谱方法(数据非依赖采集)并结合生物信息学分析,对Sethi及其同事开发的蛋白质组学分析原始技术进行了扩展。我们表明,这种方法是检测靶抗原的有力工具,可能有助于深入了解疾病机制,有潜力为膜性肾病的临床诊断和分类提供信息。

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