Department of Biomedical Engineering, University of Houston, Houston, TX, United States.
Division of Nephrology, University of Texas, Southwestern Medical Center, Dallas, TX, United States.
Front Immunol. 2022 Mar 24;13:850015. doi: 10.3389/fimmu.2022.850015. eCollection 2022.
The goal is to discover novel circulating immune complexes (ICx) in the serum of lupus nephritis (LN) as potential biomarkers.
Protein A/G magnetic beads or C1q-coated plates were used to capture ICx in the serum of LN, followed by the identification of immunoglobulin-binding proteins using liquid chromatography and tandem mass spectrometry (LC-MS/MS). Bioinformatic approaches and single-cell RNA sequencing (scRNA Seq) databases were used to select potential candidate ICx markers in LN. The selected ICx markers were further validated using ELISA.
A total of 300 immunoglobulin-binding proteins were discovered in the screening, among which 77 proteins were detectable only in LN samples. Bioinformatics-assisted selection allowed us to further identify 10 potential immunoglobulin-binding proteins, which form ICx as potential biomarkers in LN. In a validation cohort of 62 LN patients and 21 healthy controls (HC), we found that prolyl 3-hydroxylase 1 (P3H1), phosphatase and actin regulator 4 (PHACTR4), and regulator of G-protein signaling 12 (RGS12) ICx exhibited discriminative capability in distinguishing LN from HC, with an area under the curve (AUC) values of 0.82, 0.99, and 0.90, respectively. Furthermore, a biomarker panel comprising CD14, CD34, cystatin A, myocyte enhancer factor 2C (MEF2C), RGS12, and ubiquitin C (UBC) ICx could distinguish active LN from inactive LN with an AUC value of 0.85, which is comparable to or better than pathological parameters such as renal activity index (AI) and renal chronicity index (CI).
Immunoproteomics-based discovery studies have enabled us to identify circulating immune complexes as potential biomarkers of LN.
旨在发现狼疮肾炎 (LN) 血清中新型循环免疫复合物 (ICx),作为潜在的生物标志物。
使用蛋白 A/G 磁珠或 C1q 包被板从 LN 血清中捕获 ICx,然后使用液相色谱和串联质谱 (LC-MS/MS) 鉴定免疫球蛋白结合蛋白。使用生物信息学方法和单细胞 RNA 测序 (scRNA Seq) 数据库选择 LN 中潜在的候选 ICx 标志物。使用 ELISA 进一步验证所选的 ICx 标志物。
在筛选中发现了 300 种免疫球蛋白结合蛋白,其中 77 种蛋白仅在 LN 样本中可检测到。生物信息学辅助选择使我们能够进一步鉴定 10 种潜在的免疫球蛋白结合蛋白,这些蛋白形成 ICx 作为 LN 的潜在生物标志物。在 62 例 LN 患者和 21 例健康对照(HC)的验证队列中,我们发现脯氨酰 3-羟化酶 1 (P3H1)、磷酸酶和肌动蛋白调节因子 4 (PHACTR4) 和 G 蛋白信号调节因子 12 (RGS12) ICx 在区分 LN 与 HC 方面具有区分能力,曲线下面积 (AUC) 值分别为 0.82、0.99 和 0.90。此外,由 CD14、CD34、胱抑素 A、肌细胞增强因子 2C (MEF2C)、RGS12 和泛素 C (UBC) ICx 组成的生物标志物谱可以区分活动期 LN 和非活动期 LN,AUC 值为 0.85,与肾脏活动指数 (AI) 和肾脏慢性指数 (CI) 等病理参数相当或更好。
基于免疫蛋白质组学的发现研究使我们能够识别循环免疫复合物作为 LN 的潜在生物标志物。