Department of Nephrology, Hannover Medical School, Hannover, Germany.
Alberta Transplant Applied Genomics Centre Edmonton, Edmonton, AB, Canada.
Am J Transplant. 2018 Apr;18(4):821-831. doi: 10.1111/ajt.14532. Epub 2017 Nov 10.
Calcineurin inhibitor immunosuppressive drugs induce changes such as arteriolar hyalinosis (ah) in kidney transplants, raising the possibility that molecular changes in biopsies related to histologic ah can provide information about drug exposure. We hypothesized that molecular changes associated with less-than-expected hyalinosis might highlight a subpopulation of patients with under-immunosuppression/nonadherence at intermediate times of biopsy posttransplant (TxBx). Using gene expression data from 562 indication biopsies, we developed a molecular classifier for predicting the expected ah lesions (M ) at a particular TxBx. M -scores increased linearly with log(TxBx), but some biopsies had lower scores than expected for TxBx. The deviation of individual M -scores below the predicted regression line of M -scores vs TxBx is defined as "low hyalinosis index." Low hyalinosis indices were frequent in biopsies between 3 months and 3 years posttransplant, particularly among biopsies lacking histologic hyalinosis (ah0), and were associated with T cell-mediated rejection and a subset of recent-onset antibody-mediated rejection without glomerular double contours. In patients with medical records available for review, low hyalinosis indices were frequently associated with physician-recorded concerns about nonadherence (suspected or proven). We conclude that the M classifier and hyalinosis index identify indication biopsies with rejection for which the possibility of patient nonadherence should be considered.
钙调磷酸酶抑制剂免疫抑制药物会导致移植肾脏发生小动脉玻璃样变(ah)等变化,这使得与组织学 ah 相关的活检中的分子变化可能提供有关药物暴露的信息。我们假设,与预期 ah 病变较少相关的分子变化可能突出了在活检后中期(TxBx)存在免疫抑制不足/不依从的患者亚群。我们使用 562 份指征性活检的基因表达数据,开发了一种用于预测特定 TxBx 时预期 ah 病变(M)的分子分类器。M 评分与 log(TxBx)呈线性增加,但一些活检的评分低于 TxBx 的预期。个体 M 评分低于 M 评分与 TxBx 的预测回归线的偏差定义为“低玻璃样变指数”。低玻璃样变指数在移植后 3 个月至 3 年内的活检中较为常见,尤其是在缺乏组织学玻璃样变(ah0)的活检中,与 T 细胞介导的排斥反应和一组无肾小球双轮廓的近期发生的抗体介导的排斥反应相关。在有可供审查的病历记录的患者中,低玻璃样变指数经常与医生记录的不依从性(可疑或已证实)相关。我们得出结论,M 分类器和玻璃样变指数可识别有排斥反应的指征性活检,应考虑患者不依从的可能性。