Predictors of Time-Dependent Ascites and Hydrothorax Response after Transjugular Intrahepatic Portosystemic Shunt Creation: A Claims Analysis.

IF 2.6 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE
Austin J Triana, Brian P Triana, Charles Y Kim, James Ronald
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Abstract

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.

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。
目的:利用大型索赔数据集确定影响TIPS术后腹水和胸水时间依赖性反应的患者因素。材料和方法:纳入了来自全国数据中心的成年患者,这些患者在TIPS实施前60天内至少有4个输卵管穿刺术或胸腔穿刺术,并进行了至少30天的随访(输卵管穿刺术组,n= 3742;利尿剂组,n= 1110;胸腔穿刺术组,n=238)。根据观察到的穿刺、利尿剂处方和胸腔穿刺要求,使用连续时间隐马尔可夫模型将患者分为潜在的反应状态——无反应、部分反应和完全反应(CR)。反应状态之间的过渡强度用于量化患者对TIPS的反应速度。估计影响反应时间的协变量效应。结果:在穿刺队列中,tips后90,180和365天的CR概率分别为48%,70%和88%。男性、代谢功能障碍相关的脂肪性肝炎肝硬化和tips穿刺前较高的穿刺率预示着穿刺解除较慢,而酒精性肝硬化预示着更快的反应。在利尿剂使用者中,38%的人在1年内不再使用利尿剂;年龄越小,tips前剂量越低,断奶速度越快。在胸腔积液队列中,90天、180天和365天的CR率分别为54%、81%和94%。tips前胸穿刺率越高,反应越慢。结论:对全国索赔数据的建模提供了TIPS后穿刺、利尿剂和胸穿刺需求变化的定量、随时间变化的估计,并确定了反应慢与快的预测因素。这些发现可能有助于医生更好地向患者咨询TIPS后的结果。
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来源期刊
CiteScore
4.30
自引率
10.30%
发文量
942
审稿时长
90 days
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.
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