In Silico Simulation of the Systemic Drug Exposure Following the Topical Application of Opioid Analgesics in Patients with Cutaneous Lesions

The use of opioid analgesics in treating severe pain is frequently associated with putative adverse effects in humans. Topical agents that are shown to have high efficacy with a favorable safety profile in clinical settings are great alternatives for pain management of multimodal analgesia. However,...

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Main Authors: Maksim Khotimchenko, Victor Antontsev, Kaushik Chakravarty, Hypatia Hou, Jyotika Varshney
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Pharmaceutics
Subjects:
Online Access:https://www.mdpi.com/1999-4923/13/2/284
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spelling doaj-38f8715ebd6348d2b5db3f4da14380c42021-02-22T00:02:11ZengMDPI AGPharmaceutics1999-49232021-02-011328428410.3390/pharmaceutics13020284In Silico Simulation of the Systemic Drug Exposure Following the Topical Application of Opioid Analgesics in Patients with Cutaneous LesionsMaksim Khotimchenko0Victor Antontsev1Kaushik Chakravarty2Hypatia Hou3Jyotika Varshney4VeriSIM Life Inc., 1 Sansome St, Suite 3500, San Francisco, CA 94104, USAVeriSIM Life Inc., 1 Sansome St, Suite 3500, San Francisco, CA 94104, USAVeriSIM Life Inc., 1 Sansome St, Suite 3500, San Francisco, CA 94104, USAVeriSIM Life Inc., 1 Sansome St, Suite 3500, San Francisco, CA 94104, USAVeriSIM Life Inc., 1 Sansome St, Suite 3500, San Francisco, CA 94104, USAThe use of opioid analgesics in treating severe pain is frequently associated with putative adverse effects in humans. Topical agents that are shown to have high efficacy with a favorable safety profile in clinical settings are great alternatives for pain management of multimodal analgesia. However, the risk of side effects induced by transdermal absorption and systemic exposure is of great concern as they are challenging to predict. The present study aimed to use “BIOiSIM” an artificial intelligence-integrated biosimulation platform to predict the transdermal disposition of opioid analgesics. The model successfully predicted their exposure following the topical application of central opioid agonist buprenorphine and peripheral agonist oxycodone in healthy human subjects with simulation of intra-skin exposure in subjects with burns and pressure wounds. The predicted plasma levels of analgesics were used to evaluate the safety of the therapeutic pain control in patients with the dermal structural impairments caused by acute (burns) or chronic cutaneous lesions (pressure wounds) with topical opioid analgesics.https://www.mdpi.com/1999-4923/13/2/284computational modelingopioid analgesicstransdermalpharmacokinetics
collection DOAJ
language English
format Article
sources DOAJ
author Maksim Khotimchenko
Victor Antontsev
Kaushik Chakravarty
Hypatia Hou
Jyotika Varshney
spellingShingle Maksim Khotimchenko
Victor Antontsev
Kaushik Chakravarty
Hypatia Hou
Jyotika Varshney
In Silico Simulation of the Systemic Drug Exposure Following the Topical Application of Opioid Analgesics in Patients with Cutaneous Lesions
Pharmaceutics
computational modeling
opioid analgesics
transdermal
pharmacokinetics
author_facet Maksim Khotimchenko
Victor Antontsev
Kaushik Chakravarty
Hypatia Hou
Jyotika Varshney
author_sort Maksim Khotimchenko
title In Silico Simulation of the Systemic Drug Exposure Following the Topical Application of Opioid Analgesics in Patients with Cutaneous Lesions
title_short In Silico Simulation of the Systemic Drug Exposure Following the Topical Application of Opioid Analgesics in Patients with Cutaneous Lesions
title_full In Silico Simulation of the Systemic Drug Exposure Following the Topical Application of Opioid Analgesics in Patients with Cutaneous Lesions
title_fullStr In Silico Simulation of the Systemic Drug Exposure Following the Topical Application of Opioid Analgesics in Patients with Cutaneous Lesions
title_full_unstemmed In Silico Simulation of the Systemic Drug Exposure Following the Topical Application of Opioid Analgesics in Patients with Cutaneous Lesions
title_sort in silico simulation of the systemic drug exposure following the topical application of opioid analgesics in patients with cutaneous lesions
publisher MDPI AG
series Pharmaceutics
issn 1999-4923
publishDate 2021-02-01
description The use of opioid analgesics in treating severe pain is frequently associated with putative adverse effects in humans. Topical agents that are shown to have high efficacy with a favorable safety profile in clinical settings are great alternatives for pain management of multimodal analgesia. However, the risk of side effects induced by transdermal absorption and systemic exposure is of great concern as they are challenging to predict. The present study aimed to use “BIOiSIM” an artificial intelligence-integrated biosimulation platform to predict the transdermal disposition of opioid analgesics. The model successfully predicted their exposure following the topical application of central opioid agonist buprenorphine and peripheral agonist oxycodone in healthy human subjects with simulation of intra-skin exposure in subjects with burns and pressure wounds. The predicted plasma levels of analgesics were used to evaluate the safety of the therapeutic pain control in patients with the dermal structural impairments caused by acute (burns) or chronic cutaneous lesions (pressure wounds) with topical opioid analgesics.
topic computational modeling
opioid analgesics
transdermal
pharmacokinetics
url https://www.mdpi.com/1999-4923/13/2/284
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