Michael Charlton, Ivy Tonnu-Mihara, Chia-Chen Teng, Ziqi Zhou, Feven Asefaha, Rakesh Luthra, Amy Articolo, Anthony Hoovler, Chioma Uzoigwe
{"title":"评估大型管理式医疗人群中代谢功能障碍相关性脂肪性肝炎的疾病负担:ETHEREAL 研究。","authors":"Michael Charlton, Ivy Tonnu-Mihara, Chia-Chen Teng, Ziqi Zhou, Feven Asefaha, Rakesh Luthra, Amy Articolo, Anthony Hoovler, Chioma Uzoigwe","doi":"10.18553/jmcp.2024.24106","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Metabolic dysfunction-associated steatohepatitis (MASH; formerly nonalcoholic steatohepatitis) is the inflammatory form of metabolic dysfunction-associated steatotic liver disease (formerly nonalcoholic fatty liver disease). MASH is a progressive disease associated with increased risk for many hepatic and extra-hepatic complications such as cirrhosis, hepatocellular carcinoma, the requirement for liver transplantation, and cardiovascular (CV)-related and kidney-related complications. It is important to understand the clinical and economic burden of MASH.</p><p><strong>Objectives: </strong>To assess and compare the clinical and economic burdens of MASH in adults with the non-MASH population in a real-world setting.</p><p><strong>Methods: </strong>This observational, retrospective study used the Healthcare Integrated Research Database (HIRD), which contains health care claims data for commercially insured and Medicare Advantage health plan members across the United States. All-cause, CV-related, and liver-related medical costs and health care resource utilization were evaluated in patients with at least 2 diagnoses of MASH during the patient identification period (October 1, 2016, to April 30, 2022) and compared with a non-MASH cohort 1:1 matched on age, Quan Charlson Comorbidity Index, region of residence, and health plan type and length of enrollment. Generalized linear regression with negative binomial and γ distribution models were used to compare health care resource utilization and medical costs, respectively, while controlling for confounders. Covariate-adjusted all-cause, CV-related, and liver-related hospitalization rate ratios and medical cost ratios were assessed and compared for the MASH and matched non-MASH cohorts.</p><p><strong>Results: </strong>A total of 18,549 patients with MASH were compared with 18,549 matched patients in the non-MASH cohort. After adjusting for covariates, MASH was associated with significantly higher rates of hospitalization and higher medical costs compared with the non-MASH cohort. When compared with the non-MASH cohort, patients with MASH had 1.22 (95% CI = 1.15-1.30; <i>P</i> < 0.0001) times higher rates of all-cause hospitalization, 1.13 (95% CI = 1.03-1.24; <i>P</i> = 0.008) times higher rates of CV-related hospitalization, and 7.22 (95% CI = 4.91-10.61; <i>P</i> < 0.0001) times higher rates of liver-related hospitalization. Similarly, all-cause medical costs were 1.26 (95% CI = 1.22-1.30; <i>P</i> < 0.0001) times higher, CV-related medical costs were 1.66 (95% CI = 1.59-1.73; <i>P</i> < 0.0001) times higher, and liver-related medical costs were 7.79 (95% CI = 7.42-8.17; <i>P</i> < 0.0001) times higher among patients with MASH.</p><p><strong>Conclusions: </strong>Compared with those of the non-MASH cohort with similar age, Quan Charlson Comorbidity Index, health plan, region of residence, and duration of enrollment, patients with MASH had significantly higher all-cause, CV-related, and liver-related hospitalizations and medical costs.</p>","PeriodicalId":16170,"journal":{"name":"Journal of managed care & specialty pharmacy","volume":" ","pages":"1414-1430"},"PeriodicalIF":2.3000,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11607210/pdf/","citationCount":"0","resultStr":"{\"title\":\"Evaluating the burden of illness of metabolic dysfunction-associated steatohepatitis in a large managed care population: The ETHEREAL Study.\",\"authors\":\"Michael Charlton, Ivy Tonnu-Mihara, Chia-Chen Teng, Ziqi Zhou, Feven Asefaha, Rakesh Luthra, Amy Articolo, Anthony Hoovler, Chioma Uzoigwe\",\"doi\":\"10.18553/jmcp.2024.24106\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Metabolic dysfunction-associated steatohepatitis (MASH; formerly nonalcoholic steatohepatitis) is the inflammatory form of metabolic dysfunction-associated steatotic liver disease (formerly nonalcoholic fatty liver disease). MASH is a progressive disease associated with increased risk for many hepatic and extra-hepatic complications such as cirrhosis, hepatocellular carcinoma, the requirement for liver transplantation, and cardiovascular (CV)-related and kidney-related complications. It is important to understand the clinical and economic burden of MASH.</p><p><strong>Objectives: </strong>To assess and compare the clinical and economic burdens of MASH in adults with the non-MASH population in a real-world setting.</p><p><strong>Methods: </strong>This observational, retrospective study used the Healthcare Integrated Research Database (HIRD), which contains health care claims data for commercially insured and Medicare Advantage health plan members across the United States. All-cause, CV-related, and liver-related medical costs and health care resource utilization were evaluated in patients with at least 2 diagnoses of MASH during the patient identification period (October 1, 2016, to April 30, 2022) and compared with a non-MASH cohort 1:1 matched on age, Quan Charlson Comorbidity Index, region of residence, and health plan type and length of enrollment. Generalized linear regression with negative binomial and γ distribution models were used to compare health care resource utilization and medical costs, respectively, while controlling for confounders. Covariate-adjusted all-cause, CV-related, and liver-related hospitalization rate ratios and medical cost ratios were assessed and compared for the MASH and matched non-MASH cohorts.</p><p><strong>Results: </strong>A total of 18,549 patients with MASH were compared with 18,549 matched patients in the non-MASH cohort. After adjusting for covariates, MASH was associated with significantly higher rates of hospitalization and higher medical costs compared with the non-MASH cohort. When compared with the non-MASH cohort, patients with MASH had 1.22 (95% CI = 1.15-1.30; <i>P</i> < 0.0001) times higher rates of all-cause hospitalization, 1.13 (95% CI = 1.03-1.24; <i>P</i> = 0.008) times higher rates of CV-related hospitalization, and 7.22 (95% CI = 4.91-10.61; <i>P</i> < 0.0001) times higher rates of liver-related hospitalization. Similarly, all-cause medical costs were 1.26 (95% CI = 1.22-1.30; <i>P</i> < 0.0001) times higher, CV-related medical costs were 1.66 (95% CI = 1.59-1.73; <i>P</i> < 0.0001) times higher, and liver-related medical costs were 7.79 (95% CI = 7.42-8.17; <i>P</i> < 0.0001) times higher among patients with MASH.</p><p><strong>Conclusions: </strong>Compared with those of the non-MASH cohort with similar age, Quan Charlson Comorbidity Index, health plan, region of residence, and duration of enrollment, patients with MASH had significantly higher all-cause, CV-related, and liver-related hospitalizations and medical costs.</p>\",\"PeriodicalId\":16170,\"journal\":{\"name\":\"Journal of managed care & specialty pharmacy\",\"volume\":\" \",\"pages\":\"1414-1430\"},\"PeriodicalIF\":2.3000,\"publicationDate\":\"2024-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11607210/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of managed care & specialty pharmacy\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.18553/jmcp.2024.24106\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2024/9/27 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q2\",\"JCRName\":\"HEALTH CARE SCIENCES & SERVICES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of managed care & specialty pharmacy","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.18553/jmcp.2024.24106","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/9/27 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"HEALTH CARE SCIENCES & SERVICES","Score":null,"Total":0}
引用次数: 0
摘要
背景:代谢功能障碍相关性脂肪性肝炎(MASH,前身为非酒精性脂肪性肝炎)是代谢功能障碍相关性脂肪性肝病(前身为非酒精性脂肪肝)的炎症形式。MASH 是一种进展性疾病,会增加许多肝内和肝外并发症的风险,如肝硬化、肝细胞癌、肝移植需求、心血管(CV)相关并发症和肾脏相关并发症。了解 MASH 的临床和经济负担非常重要:评估并比较在真实世界环境中成人 MASH 与非 MASH 患者的临床和经济负担:这项观察性、回顾性研究使用了医疗保健综合研究数据库(HIRD),该数据库包含全美商业保险和医疗保险优势健康计划成员的医疗保健索赔数据。研究评估了在患者身份识别期间(2016 年 10 月 1 日至 2022 年 4 月 30 日)至少有 2 项 MASH 诊断的患者的全因、CV 相关和肝脏相关医疗费用及医疗资源利用情况,并与根据年龄、Quan Charlson 生病指数、居住地区、医疗计划类型和注册时间进行 1:1 匹配的非 MASH 队列进行了比较。采用负二项分布和γ分布模型进行广义线性回归,分别比较医疗资源利用率和医疗费用,同时控制混杂因素。对MASH队列和匹配的非MASH队列的全因、CV相关和肝脏相关住院率比率和医疗费用比率进行了评估和比较:共有 18,549 名 MASH 患者与 18,549 名匹配的非 MASH 患者进行了比较。调整协变量后,与非 MASH 患者队列相比,MASH 患者的住院率明显更高,医疗费用也更高。与非MASH队列相比,MASH患者的全因住院率高出1.22 (95% CI = 1.15-1.30; P < 0.0001)倍,CV相关住院率高出1.13 (95% CI = 1.03-1.24; P = 0.008)倍,肝脏相关住院率高出7.22 (95% CI = 4.91-10.61; P < 0.0001)倍。同样,MASH 患者的全因医疗费用高出 1.26 (95% CI = 1.22-1.30; P < 0.0001) 倍,CV 相关医疗费用高出 1.66 (95% CI = 1.59-1.73; P < 0.0001) 倍,肝脏相关医疗费用高出 7.79 (95% CI = 7.42-8.17; P < 0.0001) 倍:与具有相似年龄、Quan Charlson疾病指数、医疗计划、居住地区和注册时间的非MASH队列相比,MASH患者的全因、CV相关和肝脏相关住院次数和医疗费用明显更高。
Evaluating the burden of illness of metabolic dysfunction-associated steatohepatitis in a large managed care population: The ETHEREAL Study.
Background: Metabolic dysfunction-associated steatohepatitis (MASH; formerly nonalcoholic steatohepatitis) is the inflammatory form of metabolic dysfunction-associated steatotic liver disease (formerly nonalcoholic fatty liver disease). MASH is a progressive disease associated with increased risk for many hepatic and extra-hepatic complications such as cirrhosis, hepatocellular carcinoma, the requirement for liver transplantation, and cardiovascular (CV)-related and kidney-related complications. It is important to understand the clinical and economic burden of MASH.
Objectives: To assess and compare the clinical and economic burdens of MASH in adults with the non-MASH population in a real-world setting.
Methods: This observational, retrospective study used the Healthcare Integrated Research Database (HIRD), which contains health care claims data for commercially insured and Medicare Advantage health plan members across the United States. All-cause, CV-related, and liver-related medical costs and health care resource utilization were evaluated in patients with at least 2 diagnoses of MASH during the patient identification period (October 1, 2016, to April 30, 2022) and compared with a non-MASH cohort 1:1 matched on age, Quan Charlson Comorbidity Index, region of residence, and health plan type and length of enrollment. Generalized linear regression with negative binomial and γ distribution models were used to compare health care resource utilization and medical costs, respectively, while controlling for confounders. Covariate-adjusted all-cause, CV-related, and liver-related hospitalization rate ratios and medical cost ratios were assessed and compared for the MASH and matched non-MASH cohorts.
Results: A total of 18,549 patients with MASH were compared with 18,549 matched patients in the non-MASH cohort. After adjusting for covariates, MASH was associated with significantly higher rates of hospitalization and higher medical costs compared with the non-MASH cohort. When compared with the non-MASH cohort, patients with MASH had 1.22 (95% CI = 1.15-1.30; P < 0.0001) times higher rates of all-cause hospitalization, 1.13 (95% CI = 1.03-1.24; P = 0.008) times higher rates of CV-related hospitalization, and 7.22 (95% CI = 4.91-10.61; P < 0.0001) times higher rates of liver-related hospitalization. Similarly, all-cause medical costs were 1.26 (95% CI = 1.22-1.30; P < 0.0001) times higher, CV-related medical costs were 1.66 (95% CI = 1.59-1.73; P < 0.0001) times higher, and liver-related medical costs were 7.79 (95% CI = 7.42-8.17; P < 0.0001) times higher among patients with MASH.
Conclusions: Compared with those of the non-MASH cohort with similar age, Quan Charlson Comorbidity Index, health plan, region of residence, and duration of enrollment, patients with MASH had significantly higher all-cause, CV-related, and liver-related hospitalizations and medical costs.
期刊介绍:
JMCP welcomes research studies conducted outside of the United States that are relevant to our readership. Our audience is primarily concerned with designing policies of formulary coverage, health benefit design, and pharmaceutical programs that are based on evidence from large populations of people. Studies of pharmacist interventions conducted outside the United States that have already been extensively studied within the United States and studies of small sample sizes in non-managed care environments outside of the United States (e.g., hospitals or community pharmacies) are generally of low interest to our readership. However, studies of health outcomes and costs assessed in large populations that provide evidence for formulary coverage, health benefit design, and pharmaceutical programs are of high interest to JMCP’s readership.