Austin J Triana, Brian P Triana, Charles Y Kim, James Ronald
{"title":"经颈静脉肝内门静脉系统分流术后时间依赖性腹水和胸水反应的预测因素:声明分析。","authors":"Austin J Triana, Brian P Triana, Charles Y Kim, James Ronald","doi":"10.1016/j.jvir.2025.09.032","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>To identify patient factors influencing the time-dependent response of ascites and hydrothorax after TIPS creation using a large claims dataset.</p><p><strong>Materials and methods: </strong>Adult patients from a nationwide claims database with at least 4 paracenteses or thoracenteses within 60 days before TIPS and at least 30 days follow-up were included (paracentesis cohort, n=3,742; diuretic subset, n=1,110; thoracentesis cohort, n=238). Continuous-time hidden Markov models were used to classify patients into underlying response states-non-response, partial response, and complete response (CR)-based on observed paracentesis, diuretic prescription, and thoracentesis claims. Transition intensities between response states were used to quantify how quickly patients responded to TIPS. Covariate effects influencing response time were estimated.</p><p><strong>Results: </strong>In the paracentesis cohort, CR probabilities were 48%, 70%, and 88% at 90, 180, and 365 days post-TIPS, respectively. Male gender, metabolic dysfunction-associated steatohepatitis cirrhosis, and higher pre-TIPS paracentesis rates predicted slower freedom from paracenteses, whereas alcoholic cirrhosis predicted faster response. Among diuretic users, 38% achieved freedom from diuretics at 1 year; younger age and lower pre-TIPS dose predicted faster weaning. In the hydrothorax cohort, CR rates at 90, 180, and 365 days were 54%, 81%, and 94%. Higher pre-TIPS thoracentesis rates predicted slower response.</p><p><strong>Conclusion: </strong>Modeling of nationwide claims data provided quantitative, time-dependent estimates of the changes in paracentesis, diuretic, and thoracentesis requirements after TIPS and identified predictors of slower versus faster response. These findings may help physicians to better counsel patients regarding outcomes after TIPS.</p>","PeriodicalId":49962,"journal":{"name":"Journal of Vascular and Interventional Radiology","volume":" ","pages":""},"PeriodicalIF":2.6000,"publicationDate":"2025-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Predictors of Time-Dependent Ascites and Hydrothorax Response after Transjugular Intrahepatic Portosystemic Shunt Creation: A Claims Analysis.\",\"authors\":\"Austin J Triana, Brian P Triana, Charles Y Kim, James Ronald\",\"doi\":\"10.1016/j.jvir.2025.09.032\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Purpose: </strong>To identify patient factors influencing the time-dependent response of ascites and hydrothorax after TIPS creation using a large claims dataset.</p><p><strong>Materials and methods: </strong>Adult patients from a nationwide claims database with at least 4 paracenteses or thoracenteses within 60 days before TIPS and at least 30 days follow-up were included (paracentesis cohort, n=3,742; diuretic subset, n=1,110; thoracentesis cohort, n=238). Continuous-time hidden Markov models were used to classify patients into underlying response states-non-response, partial response, and complete response (CR)-based on observed paracentesis, diuretic prescription, and thoracentesis claims. Transition intensities between response states were used to quantify how quickly patients responded to TIPS. Covariate effects influencing response time were estimated.</p><p><strong>Results: </strong>In the paracentesis cohort, CR probabilities were 48%, 70%, and 88% at 90, 180, and 365 days post-TIPS, respectively. Male gender, metabolic dysfunction-associated steatohepatitis cirrhosis, and higher pre-TIPS paracentesis rates predicted slower freedom from paracenteses, whereas alcoholic cirrhosis predicted faster response. Among diuretic users, 38% achieved freedom from diuretics at 1 year; younger age and lower pre-TIPS dose predicted faster weaning. In the hydrothorax cohort, CR rates at 90, 180, and 365 days were 54%, 81%, and 94%. Higher pre-TIPS thoracentesis rates predicted slower response.</p><p><strong>Conclusion: </strong>Modeling of nationwide claims data provided quantitative, time-dependent estimates of the changes in paracentesis, diuretic, and thoracentesis requirements after TIPS and identified predictors of slower versus faster response. These findings may help physicians to better counsel patients regarding outcomes after TIPS.</p>\",\"PeriodicalId\":49962,\"journal\":{\"name\":\"Journal of Vascular and Interventional Radiology\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":2.6000,\"publicationDate\":\"2025-09-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Vascular and Interventional Radiology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1016/j.jvir.2025.09.032\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"PERIPHERAL VASCULAR DISEASE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Vascular and Interventional Radiology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1016/j.jvir.2025.09.032","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PERIPHERAL VASCULAR DISEASE","Score":null,"Total":0}
Predictors of Time-Dependent Ascites and Hydrothorax Response after Transjugular Intrahepatic Portosystemic Shunt Creation: A Claims Analysis.
Purpose: To identify patient factors influencing the time-dependent response of ascites and hydrothorax after TIPS creation using a large claims dataset.
Materials and methods: Adult patients from a nationwide claims database with at least 4 paracenteses or thoracenteses within 60 days before TIPS and at least 30 days follow-up were included (paracentesis cohort, n=3,742; diuretic subset, n=1,110; thoracentesis cohort, n=238). Continuous-time hidden Markov models were used to classify patients into underlying response states-non-response, partial response, and complete response (CR)-based on observed paracentesis, diuretic prescription, and thoracentesis claims. Transition intensities between response states were used to quantify how quickly patients responded to TIPS. Covariate effects influencing response time were estimated.
Results: In the paracentesis cohort, CR probabilities were 48%, 70%, and 88% at 90, 180, and 365 days post-TIPS, respectively. Male gender, metabolic dysfunction-associated steatohepatitis cirrhosis, and higher pre-TIPS paracentesis rates predicted slower freedom from paracenteses, whereas alcoholic cirrhosis predicted faster response. Among diuretic users, 38% achieved freedom from diuretics at 1 year; younger age and lower pre-TIPS dose predicted faster weaning. In the hydrothorax cohort, CR rates at 90, 180, and 365 days were 54%, 81%, and 94%. Higher pre-TIPS thoracentesis rates predicted slower response.
Conclusion: Modeling of nationwide claims data provided quantitative, time-dependent estimates of the changes in paracentesis, diuretic, and thoracentesis requirements after TIPS and identified predictors of slower versus faster response. These findings may help physicians to better counsel patients regarding outcomes after TIPS.
期刊介绍:
JVIR, published continuously since 1990, is an international, monthly peer-reviewed interventional radiology journal. As the official journal of the Society of Interventional Radiology, JVIR is the peer-reviewed journal of choice for interventional radiologists, radiologists, cardiologists, vascular surgeons, neurosurgeons, and other clinicians who seek current and reliable information on every aspect of vascular and interventional radiology. Each issue of JVIR covers critical and cutting-edge medical minimally invasive, clinical, basic research, radiological, pathological, and socioeconomic issues of importance to the field.