Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA.
VA Boston Medical Center, Boston, MA 02130, USA.
Int J Mol Sci. 2024 Sep 30;25(19):10562. doi: 10.3390/ijms251910562.
Non-HLA antibodies against heterogeneous targets on endothelial cells have been associated with allograft injuries. The endothelial cell crossmatch (ECXM) is used in the detection of non-HLA antibodies but remains non-discriminatory for specific antibody identification. The primary objective of this study was to delineate the specific non-HLA antibody signatures associated with ECXM positivity and to determine the correlation of ECXM status and non-HLA antibody signatures on allograft health. Serum specimens from 25 lung transplant recipients (LTRs) and 13 renal transplant recipients (RTRs) were collected as part of clinical evaluation, and testing for angiotensin II receptor type 1 (AT1R) and donor-specific MHC class I chain-related gene A (MICA) antibodies and ECXM was performed. Remnant sera were tested for non-HLA antibodies using the LABScreen™ Autoantibody (LSAUT) Group 1, 2, and 3 kits (One Lambda, Inc., Los Angeles, CA, USA). In both cohorts, the concordance of AT1R and MICA together or individually with ECXM+ status was poor (<0.7), suggesting the presence of other unaccounted antibodies. Autoantibody profiling revealed three distinct clusters targeting fibrotic products, cytoskeletal proteins, and cell signaling molecules. A comparative analysis of ECXM+ and ECXM- specimens identified nine and five differentially expressed antibodies in the LTR and RTR cohorts, respectively. Employing machine learning techniques (variable importance, feature selection, ROC-AUC), we derived a five-antibody panel (TNFα, collagen V, CXCL11, GDNF, GAPDH) and a two-antibody panel (TNFα, CXCL9) that effectively discriminated between ECXM+ and ECXM- status in the LTR and RTR cohorts, respectively. Distinct antibody signatures were identified in LTR and RTR cohorts that correlated with ECXM+ status and were associated with allograft dysfunction.
针对内皮细胞上异质靶标的非 HLA 抗体与同种异体损伤有关。内皮细胞交叉匹配 (ECXM) 用于检测非 HLA 抗体,但对特定抗体的识别仍无区分能力。本研究的主要目的是描绘与 ECMX 阳性相关的特定非 HLA 抗体特征,并确定 ECMX 状态和非 HLA 抗体特征与同种异体移植物健康的相关性。作为临床评估的一部分,从 25 名肺移植受者 (LTR) 和 13 名肾移植受者 (RTR) 中收集血清标本,并进行血管紧张素 II 受体 1 (AT1R) 和供体特异性 MHC Ⅰ类链相关基因 A (MICA) 抗体和 ECMX 检测。使用 LABScreen™Autoantibody (LSAUT) Group 1、2 和 3 试剂盒 (One Lambda,Inc.,洛杉矶,CA,美国) 对残余血清进行非 HLA 抗体检测。在两个队列中,AT1R 和 MICA 联合或单独与 ECMX+状态的一致性均较差 (<0.7),表明存在其他未被发现的抗体。自身抗体分析显示,有三个不同的抗体簇靶向纤维化产物、细胞骨架蛋白和细胞信号分子。对 ECMX+和 ECMX-标本进行比较分析,在 LTR 和 RTR 队列中分别鉴定出 9 种和 5 种差异表达的抗体。采用机器学习技术 (变量重要性、特征选择、ROC-AUC),我们得出了一个由 5 种抗体组成的面板 (TNFα、胶原 V、CXCL11、GDNF、GAPDH) 和一个由 2 种抗体组成的面板 (TNFα、CXCL9),可有效区分 LTR 和 RTR 队列中的 ECMX+和 ECMX-状态。在 LTR 和 RTR 队列中鉴定出与 ECMX+状态相关且与同种异体移植物功能障碍相关的独特抗体特征。