Cargando…
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,...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7924840/ https://www.ncbi.nlm.nih.gov/pubmed/33669957 http://dx.doi.org/10.3390/pharmaceutics13020284 |
_version_ | 1783659175583154176 |
---|---|
author | Khotimchenko, Maksim Antontsev, Victor Chakravarty, Kaushik Hou, Hypatia Varshney, Jyotika |
author_facet | Khotimchenko, Maksim Antontsev, Victor Chakravarty, Kaushik Hou, Hypatia Varshney, Jyotika |
author_sort | Khotimchenko, Maksim |
collection | PubMed |
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. |
format | Online Article Text |
id | pubmed-7924840 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-79248402021-03-03 In Silico Simulation of the Systemic Drug Exposure Following the Topical Application of Opioid Analgesics in Patients with Cutaneous Lesions Khotimchenko, Maksim Antontsev, Victor Chakravarty, Kaushik Hou, Hypatia Varshney, Jyotika Pharmaceutics Article 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. MDPI 2021-02-21 /pmc/articles/PMC7924840/ /pubmed/33669957 http://dx.doi.org/10.3390/pharmaceutics13020284 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Khotimchenko, Maksim Antontsev, Victor Chakravarty, Kaushik Hou, Hypatia Varshney, Jyotika In Silico Simulation of the Systemic Drug Exposure Following the Topical Application of Opioid Analgesics in Patients with Cutaneous Lesions |
title | 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_short | 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 |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7924840/ https://www.ncbi.nlm.nih.gov/pubmed/33669957 http://dx.doi.org/10.3390/pharmaceutics13020284 |
work_keys_str_mv | AT khotimchenkomaksim insilicosimulationofthesystemicdrugexposurefollowingthetopicalapplicationofopioidanalgesicsinpatientswithcutaneouslesions AT antontsevvictor insilicosimulationofthesystemicdrugexposurefollowingthetopicalapplicationofopioidanalgesicsinpatientswithcutaneouslesions AT chakravartykaushik insilicosimulationofthesystemicdrugexposurefollowingthetopicalapplicationofopioidanalgesicsinpatientswithcutaneouslesions AT houhypatia insilicosimulationofthesystemicdrugexposurefollowingthetopicalapplicationofopioidanalgesicsinpatientswithcutaneouslesions AT varshneyjyotika insilicosimulationofthesystemicdrugexposurefollowingthetopicalapplicationofopioidanalgesicsinpatientswithcutaneouslesions |