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Modeling Optimal Clinical Thresholds for Elective Abdominal Hernia Repair in Patients With Cirrhosis

IMPORTANCE: Patients with cirrhosis have increased risk of postoperative mortality. Several models have been developed to estimate this risk; however, current risk estimation scores cannot compare surgical risk with the risk of not operating. OBJECTIVE: To identify clinical optimal thresholds to fav...

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Autores principales: Mahmud, Nadim, Goldberg, David S., Abu-Gazala, Samir, Lewis, James D., Kaplan, David E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Association 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9471978/
https://www.ncbi.nlm.nih.gov/pubmed/36098965
http://dx.doi.org/10.1001/jamanetworkopen.2022.31601
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author Mahmud, Nadim
Goldberg, David S.
Abu-Gazala, Samir
Lewis, James D.
Kaplan, David E.
author_facet Mahmud, Nadim
Goldberg, David S.
Abu-Gazala, Samir
Lewis, James D.
Kaplan, David E.
author_sort Mahmud, Nadim
collection PubMed
description IMPORTANCE: Patients with cirrhosis have increased risk of postoperative mortality. Several models have been developed to estimate this risk; however, current risk estimation scores cannot compare surgical risk with the risk of not operating. OBJECTIVE: To identify clinical optimal thresholds to favor operative or nonoperative management for a common cirrhosis surgical scenario, the symptomatic abdominal hernia. DESIGN, SETTING, AND PARTICIPANTS: This was a Markov cohort decision analytical modeling study evaluating elective surgery vs nonoperative management for a symptomatic abdominal hernia in a patient with cirrhosis. Transition probabilities and utilities were derived from the literature and from data using an established cirrhosis cohort in the Veterans Health Administration. Participants included patients who were referred to a surgery clinic for a symptomatic abdominal hernia. Data were obtained from patients diagnosed with cirrhosis between January 1, 2008 and December 31, 2018. Data were analyzed from January 1 to May 1, 2022. MAIN OUTCOMES AND MEASURES: Expected quality-adjusted life-years (QALYs) were estimated for each pathway and iterated over baseline model for end-stage liver disease–sodium (MELD-Na) scores ranging from 6 to 25. Markov models were cycled over a 5-year time horizon. RESULTS: A total 2740 patients with cirrhosis (median [IQR] age, 62 [56-66] years; 2699 [98.5%] men) were referred to a surgery clinic for a symptomatic abdominal hernia; 1752 patients (63.9%) did not receive surgery. The median (IQR) follow-up was 42.1 (25.3-70.0) months. Using this cohort to estimate the mortality risk of operative and nonoperative pathways, an initial MELD-Na threshold of 21.3 points, below which surgery was associated with maximized QALYs was identified. Nonoperative management was associated with increased QALYs above this MELD-Na threshold. Although more patients experienced death with a surgical treatment decision across all initial MELD-Na values, this was counterbalanced by increased time spent in a resolved hernia state associated with increased utility. Model results were sensitive to the probability of hernia recurrence and hernia incarceration and utility decrement in the symptomatic hernia state. CONCLUSIONS AND RELEVANCE: This decision analytical model study found that elective surgical treatment for a symptomatic abdominal hernia was favored even in the setting of relatively high MELD-Na scores. Patient symptoms, hernia-specific characteristics, and surgeon and center expertise may potentially impact the optimal strategy, emphasizing the importance of shared decision-making.
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spelling pubmed-94719782022-10-14 Modeling Optimal Clinical Thresholds for Elective Abdominal Hernia Repair in Patients With Cirrhosis Mahmud, Nadim Goldberg, David S. Abu-Gazala, Samir Lewis, James D. Kaplan, David E. JAMA Netw Open Original Investigation IMPORTANCE: Patients with cirrhosis have increased risk of postoperative mortality. Several models have been developed to estimate this risk; however, current risk estimation scores cannot compare surgical risk with the risk of not operating. OBJECTIVE: To identify clinical optimal thresholds to favor operative or nonoperative management for a common cirrhosis surgical scenario, the symptomatic abdominal hernia. DESIGN, SETTING, AND PARTICIPANTS: This was a Markov cohort decision analytical modeling study evaluating elective surgery vs nonoperative management for a symptomatic abdominal hernia in a patient with cirrhosis. Transition probabilities and utilities were derived from the literature and from data using an established cirrhosis cohort in the Veterans Health Administration. Participants included patients who were referred to a surgery clinic for a symptomatic abdominal hernia. Data were obtained from patients diagnosed with cirrhosis between January 1, 2008 and December 31, 2018. Data were analyzed from January 1 to May 1, 2022. MAIN OUTCOMES AND MEASURES: Expected quality-adjusted life-years (QALYs) were estimated for each pathway and iterated over baseline model for end-stage liver disease–sodium (MELD-Na) scores ranging from 6 to 25. Markov models were cycled over a 5-year time horizon. RESULTS: A total 2740 patients with cirrhosis (median [IQR] age, 62 [56-66] years; 2699 [98.5%] men) were referred to a surgery clinic for a symptomatic abdominal hernia; 1752 patients (63.9%) did not receive surgery. The median (IQR) follow-up was 42.1 (25.3-70.0) months. Using this cohort to estimate the mortality risk of operative and nonoperative pathways, an initial MELD-Na threshold of 21.3 points, below which surgery was associated with maximized QALYs was identified. Nonoperative management was associated with increased QALYs above this MELD-Na threshold. Although more patients experienced death with a surgical treatment decision across all initial MELD-Na values, this was counterbalanced by increased time spent in a resolved hernia state associated with increased utility. Model results were sensitive to the probability of hernia recurrence and hernia incarceration and utility decrement in the symptomatic hernia state. CONCLUSIONS AND RELEVANCE: This decision analytical model study found that elective surgical treatment for a symptomatic abdominal hernia was favored even in the setting of relatively high MELD-Na scores. Patient symptoms, hernia-specific characteristics, and surgeon and center expertise may potentially impact the optimal strategy, emphasizing the importance of shared decision-making. American Medical Association 2022-09-13 /pmc/articles/PMC9471978/ /pubmed/36098965 http://dx.doi.org/10.1001/jamanetworkopen.2022.31601 Text en Copyright 2022 Mahmud N et al. JAMA Network Open. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the CC-BY License.
spellingShingle Original Investigation
Mahmud, Nadim
Goldberg, David S.
Abu-Gazala, Samir
Lewis, James D.
Kaplan, David E.
Modeling Optimal Clinical Thresholds for Elective Abdominal Hernia Repair in Patients With Cirrhosis
title Modeling Optimal Clinical Thresholds for Elective Abdominal Hernia Repair in Patients With Cirrhosis
title_full Modeling Optimal Clinical Thresholds for Elective Abdominal Hernia Repair in Patients With Cirrhosis
title_fullStr Modeling Optimal Clinical Thresholds for Elective Abdominal Hernia Repair in Patients With Cirrhosis
title_full_unstemmed Modeling Optimal Clinical Thresholds for Elective Abdominal Hernia Repair in Patients With Cirrhosis
title_short Modeling Optimal Clinical Thresholds for Elective Abdominal Hernia Repair in Patients With Cirrhosis
title_sort modeling optimal clinical thresholds for elective abdominal hernia repair in patients with cirrhosis
topic Original Investigation
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9471978/
https://www.ncbi.nlm.nih.gov/pubmed/36098965
http://dx.doi.org/10.1001/jamanetworkopen.2022.31601
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