A systems approach points to a therapeutic role for retinoids in asparaginase-associated pancreatitis.
Cheng-Yu TsaiToshie SaitoMayur SarangdharMaisam Abu-El-HaijaLi WenBomi LeeMang YuDen A LipataMurli ManoharMonique T BarakatKevin ContrepoisThai Hoa TranYves TheoretNa BoYing DingKristen StevensonElena J LadasLewis B SilvermanLoredana QuadroTracy G AnthonyAnil G JeggaSohail Z HusainPublished in: Science translational medicine (2023)
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.
Keyphrases
- electronic health record
- drug induced
- adverse drug
- liver injury
- acute lymphoblastic leukemia
- oxidative stress
- clinical decision support
- genome wide
- drug administration
- small molecule
- single cell
- functional connectivity
- machine learning
- rna seq
- dna methylation
- metabolic syndrome
- insulin resistance
- body mass index
- skeletal muscle
- gene expression
- physical activity
- resting state
- weight gain
- molecular docking
- molecular dynamics simulations
- weight loss
- white matter