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Cost-Effectiveness Analysis of Personalized Hypertension Prevention
Background: While a population-wide strategy involving lifestyle changes and a high-risk strategy involving pharmacological interventions have been described, the recently proposed personalized medicine approach combining both strategies for the prevention of hypertension has increasingly gained att...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10302947/ https://www.ncbi.nlm.nih.gov/pubmed/37373989 http://dx.doi.org/10.3390/jpm13061001 |
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author | Wang, Sen-Te Lin, Ting-Yu Chen, Tony Hsiu-Hsi Chen, Sam Li-Sheng Fann, Jean Ching-Yuan |
author_facet | Wang, Sen-Te Lin, Ting-Yu Chen, Tony Hsiu-Hsi Chen, Sam Li-Sheng Fann, Jean Ching-Yuan |
author_sort | Wang, Sen-Te |
collection | PubMed |
description | Background: While a population-wide strategy involving lifestyle changes and a high-risk strategy involving pharmacological interventions have been described, the recently proposed personalized medicine approach combining both strategies for the prevention of hypertension has increasingly gained attention. However, a cost-effectiveness analysis has been hardly addressed. This study was set out to build a Markov analytical decision model with a variety of prevention strategies in order to conduct an economic analysis for tailored preventative methods. Methods: The Markov decision model was used to perform an economic analysis of four preventative strategies: usual care, a population-based universal approach, a population-based high-risk approach, and a personalized strategy. In all decisions, the cohort in each prevention method was tracked throughout time to clarify the four-state model-based natural history of hypertension. Utilizing the Monte Carlo simulation, a probabilistic cost-effectiveness analysis was carried out. The incremental cost-effectiveness ratio was calculated to estimate the additional cost to save an additional life year. Results: The incremental cost-effectiveness ratios (ICER) for the personalized preventive strategy versus those for standard care were -USD 3317 per QALY gained, whereas they were, respectively, USD 120,781 and USD 53,223 per Quality-Adjusted Life Year (QALY) gained for the population-wide universal approach and the population-based high-risk approach. When the ceiling ratio of willingness to pay was USD 300,000, the probability of being cost-effective reached 74% for the universal approach and was almost certain for the personalized preventive strategy. The equivalent analysis for the personalized strategy against a general plan showed that the former was still cost-effective. Conclusions: To support a health economic decision model for the financial evaluation of hypertension preventative measures, a personalized four-state natural history of hypertension model was created. The personalized preventive treatment appeared more cost-effective than population-based conventional care. These findings are extremely valuable for making hypertension-based health decisions based on precise preventive medication. |
format | Online Article Text |
id | pubmed-10302947 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-103029472023-06-29 Cost-Effectiveness Analysis of Personalized Hypertension Prevention Wang, Sen-Te Lin, Ting-Yu Chen, Tony Hsiu-Hsi Chen, Sam Li-Sheng Fann, Jean Ching-Yuan J Pers Med Article Background: While a population-wide strategy involving lifestyle changes and a high-risk strategy involving pharmacological interventions have been described, the recently proposed personalized medicine approach combining both strategies for the prevention of hypertension has increasingly gained attention. However, a cost-effectiveness analysis has been hardly addressed. This study was set out to build a Markov analytical decision model with a variety of prevention strategies in order to conduct an economic analysis for tailored preventative methods. Methods: The Markov decision model was used to perform an economic analysis of four preventative strategies: usual care, a population-based universal approach, a population-based high-risk approach, and a personalized strategy. In all decisions, the cohort in each prevention method was tracked throughout time to clarify the four-state model-based natural history of hypertension. Utilizing the Monte Carlo simulation, a probabilistic cost-effectiveness analysis was carried out. The incremental cost-effectiveness ratio was calculated to estimate the additional cost to save an additional life year. Results: The incremental cost-effectiveness ratios (ICER) for the personalized preventive strategy versus those for standard care were -USD 3317 per QALY gained, whereas they were, respectively, USD 120,781 and USD 53,223 per Quality-Adjusted Life Year (QALY) gained for the population-wide universal approach and the population-based high-risk approach. When the ceiling ratio of willingness to pay was USD 300,000, the probability of being cost-effective reached 74% for the universal approach and was almost certain for the personalized preventive strategy. The equivalent analysis for the personalized strategy against a general plan showed that the former was still cost-effective. Conclusions: To support a health economic decision model for the financial evaluation of hypertension preventative measures, a personalized four-state natural history of hypertension model was created. The personalized preventive treatment appeared more cost-effective than population-based conventional care. These findings are extremely valuable for making hypertension-based health decisions based on precise preventive medication. MDPI 2023-06-15 /pmc/articles/PMC10302947/ /pubmed/37373989 http://dx.doi.org/10.3390/jpm13061001 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Wang, Sen-Te Lin, Ting-Yu Chen, Tony Hsiu-Hsi Chen, Sam Li-Sheng Fann, Jean Ching-Yuan Cost-Effectiveness Analysis of Personalized Hypertension Prevention |
title | Cost-Effectiveness Analysis of Personalized Hypertension Prevention |
title_full | Cost-Effectiveness Analysis of Personalized Hypertension Prevention |
title_fullStr | Cost-Effectiveness Analysis of Personalized Hypertension Prevention |
title_full_unstemmed | Cost-Effectiveness Analysis of Personalized Hypertension Prevention |
title_short | Cost-Effectiveness Analysis of Personalized Hypertension Prevention |
title_sort | cost-effectiveness analysis of personalized hypertension prevention |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10302947/ https://www.ncbi.nlm.nih.gov/pubmed/37373989 http://dx.doi.org/10.3390/jpm13061001 |
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