PMID- 28941225 OWN - NLM STAT- MEDLINE DCOM- 20190313 LR - 20211204 IS - 2163-8306 (Electronic) IS - 2163-8306 (Linking) VI - 7 IP - 1 DP - 2018 Jan TI - Systems Pharmacology Model of Gastrointestinal Damage Predicts Species Differences and Optimizes Clinical Dosing Schedules. PG - 26-33 LID - 10.1002/psp4.12255 [doi] AB - Gastrointestinal (GI) adverse events (AEs) are frequently dose limiting for oncology agents, requiring extensive clinical testing of alternative schedules to identify optimal dosing regimens. Here, we develop a translational mathematical model to predict these clinical AEs starting from preclinical GI toxicity data. The model structure incorporates known biology and includes stem cells, daughter cells, and enterocytes. Published data, including cellular numbers and division times, informed the system parameters for humans and rats. The drug-specific parameters were informed with preclinical histopathology data from rats treated with irinotecan. The model fit the rodent irinotecan-induced pathology changes well. The predicted time course of enterocyte loss in patients treated with weekly doses matched observed AE profiles. The model also correctly predicts a lower level of AEs for every 3 weeks (Q3W), as compared to the weekly schedule. CI - (c) 2017 The Authors CPT: Pharmacometrics & Systems Pharmacology published by Wiley Periodicals, Inc. on behalf of American Society for Clinical Pharmacology and Therapeutics. FAU - Shankaran, Harish AU - Shankaran H AD - Drug Safety and Metabolism, IMED Biotech Unit, AstraZeneca, Waltham, Massachusetts, USA. FAU - Cronin, Anna AU - Cronin A AD - Drug Safety and Metabolism, IMED Biotech Unity, AstraZeneca, Cambridge, UK. FAU - Barnes, Jen AU - Barnes J AD - Drug Safety and Metabolism, IMED Biotech Unity, AstraZeneca, Cambridge, UK. FAU - Sharma, Pradeep AU - Sharma P AD - Drug Safety and Metabolism, IMED Biotech Unity, AstraZeneca, Cambridge, UK. FAU - Tolsma, John AU - Tolsma J AD - RES Group, Cambridge, Massachusetts, USA. FAU - Jasper, Paul AU - Jasper P AD - RES Group, Cambridge, Massachusetts, USA. FAU - Mettetal, Jerome T AU - Mettetal JT AD - Drug Safety and Metabolism, IMED Biotech Unit, AstraZeneca, Waltham, Massachusetts, USA. LA - eng PT - Journal Article DEP - 20171206 PL - United States TA - CPT Pharmacometrics Syst Pharmacol JT - CPT: pharmacometrics & systems pharmacology JID - 101580011 RN - 0 (Antineoplastic Agents) RN - 7673326042 (Irinotecan) SB - IM MH - Animals MH - Antineoplastic Agents/*administration & dosage/toxicity MH - Dose-Response Relationship, Drug MH - Drug Administration Schedule MH - Drug-Related Side Effects and Adverse Reactions/*etiology MH - Gastrointestinal Tract/*drug effects/physiology MH - Humans MH - Irinotecan/*administration & dosage/toxicity MH - *Models, Biological MH - Predictive Value of Tests MH - Species Specificity MH - Systems Biology/*methods MH - Translational Research, Biomedical PMC - PMC5784737 EDAT- 2017/09/25 06:00 MHDA- 2019/03/14 06:00 PMCR- 2018/01/01 CRDT- 2017/09/24 06:00 PHST- 2017/03/24 00:00 [received] PHST- 2017/08/08 00:00 [revised] PHST- 2017/09/18 00:00 [accepted] PHST- 2017/09/25 06:00 [pubmed] PHST- 2019/03/14 06:00 [medline] PHST- 2017/09/24 06:00 [entrez] PHST- 2018/01/01 00:00 [pmc-release] AID - PSP412255 [pii] AID - 10.1002/psp4.12255 [doi] PST - ppublish SO - CPT Pharmacometrics Syst Pharmacol. 2018 Jan;7(1):26-33. doi: 10.1002/psp4.12255. Epub 2017 Dec 6.