Cargando…
A quantitative systems pharmacology approach to predict the safe‐equivalent dose of doxorubicin in patients with cardiovascular comorbidity
Patients with cardiovascular comorbidity are less tolerant to cardiotoxic drugs and should be treated with reduced doses to prevent cardiotoxicity. However, the safe‐equivalent dose of antitumor drugs in patients with cardiovascular disease/risk is difficult to predict because they are usually exclu...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8673998/ https://www.ncbi.nlm.nih.gov/pubmed/34596967 http://dx.doi.org/10.1002/psp4.12719 |
_version_ | 1784615551092391936 |
---|---|
author | Sang, Lan Yuan, Yi Zhou, Ying Zhou, Zhengying Jiang, Muhan Liu, Xiaoquan Hao, Kun He, Hua |
author_facet | Sang, Lan Yuan, Yi Zhou, Ying Zhou, Zhengying Jiang, Muhan Liu, Xiaoquan Hao, Kun He, Hua |
author_sort | Sang, Lan |
collection | PubMed |
description | Patients with cardiovascular comorbidity are less tolerant to cardiotoxic drugs and should be treated with reduced doses to prevent cardiotoxicity. However, the safe‐equivalent dose of antitumor drugs in patients with cardiovascular disease/risk is difficult to predict because they are usually excluded from clinical trials as a result of ethical considerations. In this study, a translational quantitative system pharmacology‐pharmacokinetic‐pharmacodynamic (QSP‐PK‐PD) model was developed based on preclinical study to predict the safe‐equivalence dose of doxorubicin in patients with or without cardiovascular disease. Virtual clinical trials were conducted to validate the translational QSP‐PK‐PD model. The model replicated several experimental and clinical observations: the left ventricular ejection fraction (LVEF) was reduced and the left ventricular end‐diastolic volume (LVEDV) was elevated in systolic dysfunction rats, the LVEF was preserved and LVEDV reduced in diastolic dysfunction rats, and patients with preexisting cardiovascular disease were more vulnerable to doxorubicin‐induced cardiac dysfunction than cardiovascular healthy patients. A parameter sensitivity analysis showed that doxorubicin‐induced cardiovascular dysfunction was mainly determined by the sensitivity of cardiomyocytes to cardiotoxic drugs and the baseline value of LVEDV, reflected in LVEF change percentage from the baseline. Blood pressure was the least sensitive factor affecting doxorubicin‐induced cardiotoxicity. |
format | Online Article Text |
id | pubmed-8673998 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-86739982021-12-22 A quantitative systems pharmacology approach to predict the safe‐equivalent dose of doxorubicin in patients with cardiovascular comorbidity Sang, Lan Yuan, Yi Zhou, Ying Zhou, Zhengying Jiang, Muhan Liu, Xiaoquan Hao, Kun He, Hua CPT Pharmacometrics Syst Pharmacol Research Patients with cardiovascular comorbidity are less tolerant to cardiotoxic drugs and should be treated with reduced doses to prevent cardiotoxicity. However, the safe‐equivalent dose of antitumor drugs in patients with cardiovascular disease/risk is difficult to predict because they are usually excluded from clinical trials as a result of ethical considerations. In this study, a translational quantitative system pharmacology‐pharmacokinetic‐pharmacodynamic (QSP‐PK‐PD) model was developed based on preclinical study to predict the safe‐equivalence dose of doxorubicin in patients with or without cardiovascular disease. Virtual clinical trials were conducted to validate the translational QSP‐PK‐PD model. The model replicated several experimental and clinical observations: the left ventricular ejection fraction (LVEF) was reduced and the left ventricular end‐diastolic volume (LVEDV) was elevated in systolic dysfunction rats, the LVEF was preserved and LVEDV reduced in diastolic dysfunction rats, and patients with preexisting cardiovascular disease were more vulnerable to doxorubicin‐induced cardiac dysfunction than cardiovascular healthy patients. A parameter sensitivity analysis showed that doxorubicin‐induced cardiovascular dysfunction was mainly determined by the sensitivity of cardiomyocytes to cardiotoxic drugs and the baseline value of LVEDV, reflected in LVEF change percentage from the baseline. Blood pressure was the least sensitive factor affecting doxorubicin‐induced cardiotoxicity. John Wiley and Sons Inc. 2021-10-13 2021-12 /pmc/articles/PMC8673998/ /pubmed/34596967 http://dx.doi.org/10.1002/psp4.12719 Text en © 2021 The Authors. CPT: Pharmacometrics & Systems Pharmacology published by Wiley Periodicals LLC on behalf of American Society for Clinical Pharmacology and Therapeutics. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Research Sang, Lan Yuan, Yi Zhou, Ying Zhou, Zhengying Jiang, Muhan Liu, Xiaoquan Hao, Kun He, Hua A quantitative systems pharmacology approach to predict the safe‐equivalent dose of doxorubicin in patients with cardiovascular comorbidity |
title | A quantitative systems pharmacology approach to predict the safe‐equivalent dose of doxorubicin in patients with cardiovascular comorbidity |
title_full | A quantitative systems pharmacology approach to predict the safe‐equivalent dose of doxorubicin in patients with cardiovascular comorbidity |
title_fullStr | A quantitative systems pharmacology approach to predict the safe‐equivalent dose of doxorubicin in patients with cardiovascular comorbidity |
title_full_unstemmed | A quantitative systems pharmacology approach to predict the safe‐equivalent dose of doxorubicin in patients with cardiovascular comorbidity |
title_short | A quantitative systems pharmacology approach to predict the safe‐equivalent dose of doxorubicin in patients with cardiovascular comorbidity |
title_sort | quantitative systems pharmacology approach to predict the safe‐equivalent dose of doxorubicin in patients with cardiovascular comorbidity |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8673998/ https://www.ncbi.nlm.nih.gov/pubmed/34596967 http://dx.doi.org/10.1002/psp4.12719 |
work_keys_str_mv | AT sanglan aquantitativesystemspharmacologyapproachtopredictthesafeequivalentdoseofdoxorubicininpatientswithcardiovascularcomorbidity AT yuanyi aquantitativesystemspharmacologyapproachtopredictthesafeequivalentdoseofdoxorubicininpatientswithcardiovascularcomorbidity AT zhouying aquantitativesystemspharmacologyapproachtopredictthesafeequivalentdoseofdoxorubicininpatientswithcardiovascularcomorbidity AT zhouzhengying aquantitativesystemspharmacologyapproachtopredictthesafeequivalentdoseofdoxorubicininpatientswithcardiovascularcomorbidity AT jiangmuhan aquantitativesystemspharmacologyapproachtopredictthesafeequivalentdoseofdoxorubicininpatientswithcardiovascularcomorbidity AT liuxiaoquan aquantitativesystemspharmacologyapproachtopredictthesafeequivalentdoseofdoxorubicininpatientswithcardiovascularcomorbidity AT haokun aquantitativesystemspharmacologyapproachtopredictthesafeequivalentdoseofdoxorubicininpatientswithcardiovascularcomorbidity AT hehua aquantitativesystemspharmacologyapproachtopredictthesafeequivalentdoseofdoxorubicininpatientswithcardiovascularcomorbidity AT sanglan quantitativesystemspharmacologyapproachtopredictthesafeequivalentdoseofdoxorubicininpatientswithcardiovascularcomorbidity AT yuanyi quantitativesystemspharmacologyapproachtopredictthesafeequivalentdoseofdoxorubicininpatientswithcardiovascularcomorbidity AT zhouying quantitativesystemspharmacologyapproachtopredictthesafeequivalentdoseofdoxorubicininpatientswithcardiovascularcomorbidity AT zhouzhengying quantitativesystemspharmacologyapproachtopredictthesafeequivalentdoseofdoxorubicininpatientswithcardiovascularcomorbidity AT jiangmuhan quantitativesystemspharmacologyapproachtopredictthesafeequivalentdoseofdoxorubicininpatientswithcardiovascularcomorbidity AT liuxiaoquan quantitativesystemspharmacologyapproachtopredictthesafeequivalentdoseofdoxorubicininpatientswithcardiovascularcomorbidity AT haokun quantitativesystemspharmacologyapproachtopredictthesafeequivalentdoseofdoxorubicininpatientswithcardiovascularcomorbidity AT hehua quantitativesystemspharmacologyapproachtopredictthesafeequivalentdoseofdoxorubicininpatientswithcardiovascularcomorbidity |