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Modelling the cost effectiveness of non-alcoholic fatty liver disease risk stratification strategies in the community setting
BACKGROUND: Non-alcoholic fatty liver disease (NAFLD) is highly prevalent worldwide. Identifying high-risk patients is critical to best utilize limited health care resources. We established a community-based care pathway using 2D ultrasound shear wave elastography (SWE) to identify high risk patient...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8139490/ https://www.ncbi.nlm.nih.gov/pubmed/34019560 http://dx.doi.org/10.1371/journal.pone.0251741 |
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author | Congly, Stephen E. Shaheen, Abdel Aziz Swain, Mark G. |
author_facet | Congly, Stephen E. Shaheen, Abdel Aziz Swain, Mark G. |
author_sort | Congly, Stephen E. |
collection | PubMed |
description | BACKGROUND: Non-alcoholic fatty liver disease (NAFLD) is highly prevalent worldwide. Identifying high-risk patients is critical to best utilize limited health care resources. We established a community-based care pathway using 2D ultrasound shear wave elastography (SWE) to identify high risk patients with NAFLD. Our objective was to assess the cost-effectiveness of various non-invasive strategies to correctly identify high-risk patients. METHODS: A decision-analytic model was created using a payer’s perspective for a hypothetical patient with NAFLD. FIB-4 [≥1.3], NAFLD fibrosis score (NFS) [≥-1.455], SWE [≥8 kPa], transient elastography (TE) [≥8 kPa], and sequential strategies with FIB-4 or NFS followed by either SWE or TE were compared to identify patients with either significant (≥F2) or advanced fibrosis (≥F3). Model inputs were obtained from local data and published literature. The cost/correct diagnosis of advanced NAFLD was obtained and univariate sensitivity analysis was performed. RESULTS: For ≥F2 fibrosis, FIB-4/SWE cost $148.75/correct diagnosis while SWE cost $276.42/correct diagnosis, identifying 84% of patients correctly. For ≥F3 fibrosis, using FIB-4/SWE correctly identified 92% of diagnoses and dominated all other strategies. The ranking of strategies was unchanged when stratified by normal or abnormal ALT. For ≥F3 fibrosis, the cost/correct diagnosis was less in the normal ALT group. CONCLUSIONS: SWE based strategies were the most cost effective for diagnosing ≥F2 fibrosis. For ≥F3 fibrosis, FIB-4 followed by SWE was the most effective and least costly strategy. Further evaluation of the timing of repeating non-invasive strategies are required to enhance the cost-effective management of NAFLD. |
format | Online Article Text |
id | pubmed-8139490 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-81394902021-06-02 Modelling the cost effectiveness of non-alcoholic fatty liver disease risk stratification strategies in the community setting Congly, Stephen E. Shaheen, Abdel Aziz Swain, Mark G. PLoS One Research Article BACKGROUND: Non-alcoholic fatty liver disease (NAFLD) is highly prevalent worldwide. Identifying high-risk patients is critical to best utilize limited health care resources. We established a community-based care pathway using 2D ultrasound shear wave elastography (SWE) to identify high risk patients with NAFLD. Our objective was to assess the cost-effectiveness of various non-invasive strategies to correctly identify high-risk patients. METHODS: A decision-analytic model was created using a payer’s perspective for a hypothetical patient with NAFLD. FIB-4 [≥1.3], NAFLD fibrosis score (NFS) [≥-1.455], SWE [≥8 kPa], transient elastography (TE) [≥8 kPa], and sequential strategies with FIB-4 or NFS followed by either SWE or TE were compared to identify patients with either significant (≥F2) or advanced fibrosis (≥F3). Model inputs were obtained from local data and published literature. The cost/correct diagnosis of advanced NAFLD was obtained and univariate sensitivity analysis was performed. RESULTS: For ≥F2 fibrosis, FIB-4/SWE cost $148.75/correct diagnosis while SWE cost $276.42/correct diagnosis, identifying 84% of patients correctly. For ≥F3 fibrosis, using FIB-4/SWE correctly identified 92% of diagnoses and dominated all other strategies. The ranking of strategies was unchanged when stratified by normal or abnormal ALT. For ≥F3 fibrosis, the cost/correct diagnosis was less in the normal ALT group. CONCLUSIONS: SWE based strategies were the most cost effective for diagnosing ≥F2 fibrosis. For ≥F3 fibrosis, FIB-4 followed by SWE was the most effective and least costly strategy. Further evaluation of the timing of repeating non-invasive strategies are required to enhance the cost-effective management of NAFLD. Public Library of Science 2021-05-21 /pmc/articles/PMC8139490/ /pubmed/34019560 http://dx.doi.org/10.1371/journal.pone.0251741 Text en © 2021 Congly et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Congly, Stephen E. Shaheen, Abdel Aziz Swain, Mark G. Modelling the cost effectiveness of non-alcoholic fatty liver disease risk stratification strategies in the community setting |
title | Modelling the cost effectiveness of non-alcoholic fatty liver disease risk stratification strategies in the community setting |
title_full | Modelling the cost effectiveness of non-alcoholic fatty liver disease risk stratification strategies in the community setting |
title_fullStr | Modelling the cost effectiveness of non-alcoholic fatty liver disease risk stratification strategies in the community setting |
title_full_unstemmed | Modelling the cost effectiveness of non-alcoholic fatty liver disease risk stratification strategies in the community setting |
title_short | Modelling the cost effectiveness of non-alcoholic fatty liver disease risk stratification strategies in the community setting |
title_sort | modelling the cost effectiveness of non-alcoholic fatty liver disease risk stratification strategies in the community setting |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8139490/ https://www.ncbi.nlm.nih.gov/pubmed/34019560 http://dx.doi.org/10.1371/journal.pone.0251741 |
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