Pharmacoepidemiol Drug Saf. 2013 Jun;22(6):571-8. doi: 10.1002/pds.3405.
Identifying drug-induced liver injury is a critical task in drug development and postapproval real-world care. Severe liver injury is identified by the liver chemistry threshold of alanine aminotransferase (ALT) >3× upper limit of normal (ULN) and bilirubin >2× ULN, termed Hy's law by the Food and Drug Administration. These thresholds require discontinuation of the causative drug and are seldom exceeded in most patient populations. However, because maintenance of therapy is critical in the treatment of advanced cancer, customized thresholds may be useful in oncology patient populations, particularly for those with baseline liver chemistries elevations.
Liver chemistry data from 31 aggregated oncology clinical trials were modeled through a truncated robust multivariate outlier detection (TRMOD) method to develop the decision boundary or threshold for examining liver injury in oncology clinical trials.
The boundary of TRMOD identified outliers with an ALT limit 5.0× ULN and total bilirubin limit 2.7× ULN. In addition, TRMOD was applied to the aggregated oncology data to examine fold-baseline ALT and total bilirubin, revealing limits of ALT 6.9× baseline and bilirubin 6.5× baseline. Similar ALT and bilirubin threshold limits were observed for oncology patients both with and without liver metastases.
These higher liver chemistry thresholds examining fold-ULN and fold-baseline data may be valuable in identifying potential severe liver injury and detecting liver safety signals of clinical concern in oncology clinical trials and postapproval settings while helping to avoid premature discontinuation of curative therapy.
识别药物性肝损伤是药物开发和批准后真实世界护理的关键任务。美国食品和药物管理局(FDA)将丙氨酸氨基转移酶(ALT)>3×正常值上限(ULN)和胆红素>2×ULN 的肝化学阈值定义为严重肝损伤。这些阈值要求停止引起肝损伤的药物,在大多数患者人群中很少超过。然而,由于维持治疗在治疗晚期癌症中至关重要,因此定制的阈值可能对肿瘤患者人群有用,特别是对于那些基线肝化学升高的患者。
通过截断稳健多元异常值检测(TRMOD)方法对 31 项汇总肿瘤学临床试验的肝化学数据进行建模,以开发用于检查肿瘤学临床试验中肝损伤的决策边界或阈值。
TRMOD 边界确定了 ALT 限制为 5.0×ULN 和总胆红素限制为 2.7×ULN 的异常值。此外,TRMOD 被应用于汇总的肿瘤学数据,以检查 ALT 和总胆红素的基线倍数,显示 ALT 基线倍数为 6.9×和胆红素基线倍数为 6.5×的限制。在有和没有肝转移的肿瘤患者中,都观察到了类似的 ALT 和胆红素阈值限制。
这些检查 ULN 和基线倍数的更高肝化学阈值可能有助于在肿瘤学临床试验和批准后环境中识别潜在的严重肝损伤和检测临床关注的肝安全性信号,同时有助于避免治疗性药物过早停药。