Division of Pediatric Gastroenterology, Department of Pediatrics, Stanford University, Palo Alto, CA 94304, USA.
Division of Biomedical Informatics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA.
Sci Transl Med. 2023 Mar 15;15(687):eabn2110. doi: 10.1126/scitranslmed.abn2110.
Among drug-induced adverse events, pancreatitis is life-threatening and results in substantial morbidity. A prototype example is the pancreatitis caused by asparaginase, a crucial drug used to treat acute lymphoblastic leukemia (ALL). Here, we used a systems approach to identify the factors affecting asparaginase-associated pancreatitis (AAP). Connectivity Map analysis of the transcriptomic data showed that asparaginase-induced gene signatures were potentially reversed by retinoids (vitamin A and its analogs). Analysis of a large electronic health record database (TriNetX) and the U.S. Federal Drug Administration Adverse Events Reporting System demonstrated a reduction in AAP risk with concomitant exposure to vitamin A. Furthermore, we performed a global metabolomic screening of plasma samples from 24 individuals with ALL who developed pancreatitis (cases) and 26 individuals with ALL who did not develop pancreatitis (controls), before and after a single exposure to asparaginase. Screening from this discovery cohort revealed that plasma carotenoids were lower in the cases than in controls. This finding was validated in a larger external cohort. A 30-day dietary recall showed that the cases received less dietary vitamin A than the controls did. In mice, asparaginase administration alone was sufficient to reduce circulating and hepatic retinol. Based on these data, we propose that circulating retinoids protect against pancreatic inflammation and that asparaginase reduces circulating retinoids. Moreover, we show that AAP is more likely to develop with reduced dietary vitamin A intake. The systems approach taken for AAP provides an impetus to examine the role of dietary vitamin A supplementation in preventing or treating AAP.
在药物引起的不良事件中,胰腺炎是威胁生命的,并导致大量发病率。一个典型的例子是天冬酰胺酶引起的胰腺炎,天冬酰胺酶是治疗急性淋巴细胞白血病(ALL)的关键药物。在这里,我们使用系统方法来确定影响天冬酰胺酶相关胰腺炎(AAP)的因素。对转录组数据的连接图分析表明,视黄酸(维生素 A 及其类似物)可能逆转天冬酰胺酶诱导的基因特征。对大型电子健康记录数据库(TriNetX)和美国联邦药物管理局不良事件报告系统的分析表明,与维生素 A 同时暴露可降低 AAP 的风险。此外,我们对 24 名接受单次天冬酰胺酶治疗后发生胰腺炎(病例)和 26 名未发生胰腺炎(对照)的 ALL 患者的血浆样本进行了全代谢组学筛选。从这个发现队列中筛选出的结果表明,病例组血浆类胡萝卜素水平低于对照组。这一发现在更大的外部队列中得到了验证。30 天饮食回忆显示,病例组接受的膳食维生素 A 少于对照组。在小鼠中,单独给予天冬酰胺酶足以降低循环和肝视黄醇。基于这些数据,我们提出循环视黄醇可防止胰腺炎症,而天冬酰胺酶可降低循环视黄醇。此外,我们表明,AAP 更有可能在减少膳食维生素 A 摄入的情况下发生。对 AAP 采取的系统方法促使我们检查膳食维生素 A 补充在预防或治疗 AAP 中的作用。