Department of Medicine, University of Alberta, Edmonton, Alberta, Canada.
Department of Medicine, University of Alberta, Edmonton, Alberta, Canada.
Am J Transplant. 2024 Aug;24(8):1414-1426. doi: 10.1016/j.ajt.2024.03.031. Epub 2024 Mar 26.
The first-generation Molecular Microscope (MMDx) system for heart transplant endomyocardial biopsies used expression of rejection-associated transcripts (RATs) to diagnose not only T cell-mediated rejection (TCMR) and antibody-mediated rejection (ABMR) but also acute injury. However, the ideal system should detect rejection without being influenced by injury, to permit analysis of the relationship between rejection and parenchymal injury. To achieve this, we developed a new rejection classification in an expanded cohort of 3230 biopsies: 1641 from INTERHEART (ClinicalTrials.gov NCT02670408), plus 1589 service biopsies added to improve the power of the machine learning algorithms. The new system used 6 rejection classifiers instead of RATs and generated 7 rejection archetypes: No rejection, 48%; Minor, 24%; TCMR1, 2.3%; TCMR2, 2.7%; TCMR/mixed, 2.7%; early-stage ABMR, 3.9%; and fully developed ABMR, 16%. Using rejection classifiers eliminated cross-reactions with acute injury, permitting separate assessment of rejection and injury. TCMR was associated with severe-recent injury and late atrophy-fibrosis and rarely had normal parenchyma. ABMR was better tolerated, seldom producing severe injury, but in later biopsies was often associated with atrophy-fibrosis, indicating long-term risk. Graft survival and left ventricular ejection fraction were reduced not only in hearts with TCMR but also in hearts with severe-recent injury and atrophy-fibrosis, even without rejection.
第一代分子显微镜(MMDx)系统用于心脏移植心内膜心肌活检,通过表达排斥相关转录本(RAT)来诊断 T 细胞介导的排斥(TCMR)和抗体介导的排斥(ABMR),还可以诊断急性损伤。然而,理想的系统应该在不受损伤影响的情况下检测排斥,从而可以分析排斥与实质损伤之间的关系。为了实现这一目标,我们在一个扩展队列的 3230 个活检样本中开发了一种新的排斥分类:INTERHEART 队列中的 1641 个样本(ClinicalTrials.gov NCT02670408),加上为提高机器学习算法的效能而增加的 1589 个常规活检样本。新系统使用 6 个排斥分类器而不是 RAT,并生成了 7 种排斥模式:无排斥,48%;轻微排斥,24%;TCMR1,2.3%;TCMR2,2.7%;TCMR/混合,2.7%;早期 ABMR,3.9%;完全性 ABMR,16%。使用排斥分类器消除了与急性损伤的交叉反应,从而可以分别评估排斥和损伤。TCMR 与严重的近期损伤和晚期萎缩纤维化相关,很少有正常的实质组织。ABMR 耐受较好,很少产生严重的损伤,但在后期活检中常与萎缩纤维化相关,表明存在长期风险。不仅在 TCMR 心脏中,而且在严重近期损伤和萎缩纤维化的心脏中,移植心脏的存活率和左心室射血分数都降低了,即使没有排斥。