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A Comparison of Postprocedural Hemoglobin in Catheter-Directed Thrombolysis versus Large-Bore Aspiration Thrombectomy for Acute Pulmonary Embolism. 导管引导溶栓与大口径抽吸血栓切除术治疗急性肺栓塞术后血红蛋白的比较。
IF 4.6 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2024-10-12 DOI: 10.1016/j.jvir.2024.10.005
Jamil M Ahmed, Christopher J Grilli, Daniel A Leung, Assaf Graif

Purpose: To compare changes in hemoglobin (HB) following catheter-directed thrombolysis (CDL) versus large-bore aspiration thrombectomy (LBAT) of acute pulmonary embolism (PE).

Materials and methods: A single-center retrospective review of patients with acute high- or intermediate-risk PE treated with CDL or LBAT between December 2009 and September 2023 was performed. The LBAT group was divided according to usage of an autotransfusion device (ATD). There were 166 patients in the CDL group (56 years ± 15). LBAT patients were treated without (LBAT, n = 58, 61 years ± 16) or with (LBATw, n = 47, 62 years ± 15) an ATD. Endpoints included change in HB between preprocedural and postprocedural measurements, the 7-day postprocedural nadir (low point), and adverse events (AEs).

Results: The mean HB changes between preprocedural and postprocedural measurements in the CDL, LBAT, and LBATw groups were -1.3 g/dL ± 1.3, -1.6 g/dL ± 0.98, and -1.1 g/dL ± 0.9, respectively (P = .098). The mean HB changes to the 7-day postprocedural nadir in the CDL, LBAT, and LBATw groups were -1.7 g/dL (SD ± 1.4), -2.4 g/dL (SD ± 1.3), and -1.8 g/dL (SD ± 1.3), respectively (P = .008). The minor hemorrhagic AE rates were 3.6% in the CDL group, 12.1% in the LBAT group, and 14.9% in the LBATw group (P = .010). There was no significant difference in moderate (P = .079) and major (P = .529) hemorrhagic AEs between the groups. There were no procedure-related mortalities.

Conclusions: The use of LBAT without ATD resulted in a significant decrease in HB to the 7-day postprocedural nadir compared with CDL or LBAT with ATD. This did not translate into significantly higher transfusion rates or moderate or major hemorrhagic events. Findings suggest that the decision between CDL and LBAT should not be based solely on the expected blood loss consideration.

目的:比较急性肺栓塞(PE)导管引导溶栓(CDL)与大口径抽吸血栓切除术(LBAT)后血红蛋白(HB)的变化:单中心回顾性分析2009年12月至2023年9月期间接受CDL或LBAT治疗的急性高危和中危PE患者。LBAT组根据自动输血装置(ATD)的使用情况进行划分。CDL 组有 166 名患者(56±15 岁)。LBAT患者接受无ATD治疗(LBAT,n=58,61±16岁)或使用ATD治疗(LBATw,n=47,62±15岁)。终点包括术前和术后HB的变化、术后7天的最低点(低点)和不良事件(AE):CDL组、LBAT组和LBATw组术前和术后的平均HB变化分别为-1.3±1.3 g/dl、-1.6±0.98 g/dl和-1.1±0.9 g/dl(P=0.098)。CDL组、LBAT组和LBATw组患者术后7天到最低点的平均HB变化分别为-1.7±1.4 g/dl、-2.4±1.3 g/dl和-1.8±1.3 g/dl(P=0.008)。CDL 的轻微出血性 AE 率为 3.6%,LBAT 为 12.1%,LBATw 为 14.9%(P=0.010)。中度(p=0.079)和大出血 AE(p=0.529)在各组间无明显差异。没有发生与手术相关的死亡率:结论:与 CDL 或带 ATD 的 LBAT 相比,使用不带 ATD 的 LBAT 可使 HB 显著降至术后 7 天的最低值。这并没有导致输血率、中度或大出血事件明显增加。研究结果表明,在 CDL 和 LBAT 之间做出选择时,不应只考虑预期失血量。
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引用次数: 0
Transfemoral Transcaval Portal Vein Access for Embolization of an Iatrogenic Portal Venous Hemorrhage. 经股动脉门静脉入路栓塞先天性门静脉出血。
IF 4.6 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2024-10-12 DOI: 10.1016/j.jvir.2024.10.003
Samad Ashraf, Jacob Cynamon
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引用次数: 0
The Influence of Preablation Embolization Particle Size on the Size of the Microwave Ablation Zone in a Porcine Orthotopic Renal Tumor Model. 猪原位肾肿瘤模型中消融前栓塞粒子大小对微波消融区大小的影响
IF 4.6 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2024-10-10 DOI: 10.1016/j.jvir.2024.09.027
Samuel L Rice, Sagine Berry-Tony, Jamaal Benjamin, Payal Kapur, Wisam Alnablsi, Daniel Lamus, Regina Beets-Tan, Anil Pillai

Purpose: To determine the effect of arterial embolization using different embolic agents and sizes on microwave ablation (MWA) zone size in a porcine renal tumor (RT) model.

Materials and methods: In a transgenic porcine kidney, 32 sites were inoculated, with 28 orthotopic RTs induced. Experimental groups (23 tumors) underwent angiography with arterial embolization using various embolic materials (calibrated particles from 40 to 1,200 μm, and ethiodized oil) to achieve vascular stasis of the RT. MWA using a standard protocol (3 minutes at 65 W) was subsequently performed for all tumors. Gross and histologic ex vivo analyses of the ablation zones were performed.

Results: Control group ablation zone volume without prior embolization was 5.24 cm3 (SD ± 0.55). Ablation zones after embolization with 40 μm, 100 μm, 300-500 μm, 900-1,200 μm particles were significantly larger than those with MWA alone (mean, 15.39 cm3 [SD ± 4.54]; P = .002; 11.07 cm3 [SD ± 1.39]; P = .001; 8.68 cm3 [SD ± 0.77]; P = .001; and 9.90 cm3 [SD ± 1.62]; P = .002, respectively). Liquid embolic ethiodized oil emulsion did not create a significant increase in the ablation zone (5.92 cm3 [SD ± 1.43 cm3]; P = .492).

Conclusions: Pre-MWA arterial embolization in a porcine RT model produced a statistically significant increase in the ablation zone when compared with MWA alone. Using smaller particle size embolic material with distal embolization at the tumor arterioles (50-150 μm) produced the largest, almost 3-fold increase in ablation zone volume.

目的:在猪肾肿瘤(RT)中结合使用不同的栓塞剂进行动脉栓塞,然后进行微波消融(MWA),以评估消融区(AZ)大小变化最大的理想设置:在转基因猪肾脏的 32 个部位接种 28 个正位 RT。实验组(23 个肿瘤)接受了血管造影术,利用各种栓塞材料(40 至 1200 μm 的校准颗粒和乙碘化油)进行动脉内栓塞,以完成 RT 的血管瘀滞。随后,采用标准方案(3 分钟,65 瓦)对所有肿瘤进行 MWA。随后,对 AZ 进行了大体和组织学活体分析:结果:未经栓塞的对照组 AZ 体积为 5.24 cm3 ± 0.55 cm3。使用 40 μm、100 μm、300-500 μm、900-1200 μm 粒子栓塞后的 AZ 明显比单独使用 MWA 大(平均值 ± 标准偏差:15.39 cm3 ± 4.00 cm3):分别为 15.39 cm3 ± 4.54,p=0.002;11.07 cm3 ± 1.39 cm3,p=0.001;8.68 cm3 ± 0.77 cm3,p=0.001;900-1200 μm:9.90 cm3 ± 1.62 cm3,p=0.002)。液体栓塞、乙碘化油乳剂并未使 AZ 显著增加(5.92 立方厘米 ± 1.43 立方厘米,P=0.492):结论:在猪RT模型中进行MWA前动脉栓塞与单独进行MWA相比,AZ的增加具有统计学意义。使用粒径较小的栓塞材料并在肿瘤动脉远端栓塞(50-150 μm)所产生的AZ体积最大,几乎增加了3倍。
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引用次数: 0
Transhepatic Antegrade Gastric Variceal Sclerotherapy: Comparing Outcomes with and without Initial Efferent Vein Embolization. 经肝前胃静脉曲张硬化疗法:有无初始回流静脉栓塞的疗效比较
IF 4.6 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2024-10-09 DOI: 10.1016/j.jvir.2024.09.026
Shohei Harada, Akira Yamamoto, Atsushi Jogo, Ken Kageyama, Mariko Nakano, Kazuki Murai, Kazuki Matsushita, Norifumi Nishida, Toshio Kaminou, Yukio Miki

Purpose: To compare the effectiveness of percutaneous transhepatic obliteration (PTO) with initial afferent vein embolization (PTO-A) and with initial efferent vein embolization (PTO-E) for gastric varices (GVs).

Materials and methods: Consecutive patients undergoing PTO-A or PTO-E for type 1 isolated GVs or type 2 gastroesophageal varices between June 2007 and February 2023 were included. PTO-A or PTO-E was indicated when balloon-occluded retrograde transvenous obliteration failed or there was no portosystemic shunt for the retrograde transvenous approach. PTO-A was performed for patients before March 2009 and for patients with multiple efferent channels from the GVs. PTO-E was attempted for patients after April 2009. Twenty-six patients were included, of whom 18 underwent PTO-A and 8 underwent PTO-E. In 12 patients, PTO-E was attempted without success, and they underwent PTO-A instead. The primary outcome was successful complete eradication of GVs within 1 week after the procedure. The secondary outcomes were the GV recurrence-free period and overall survival after the procedure.

Results: Technical success was achieved in all 26 patients, with complete GV eradication rates of 33.3% in PTO-A and 100% in PTO-E, significantly higher in PTO-E (P = .002). The median recurrence-free periods were 8.7 months with PTO-A and 75.1 months with PTO-E; PTO-E had a significantly longer recurrence-free period (P = .042). The median overall survival durations were 37.2 months with PTO-A and 49.9 months with PTO-E, with no significant difference (P = .955).

Conclusions: PTO-E had a better complete eradication rate and longer recurrence-free period than PTO-A for GVs.

目的:比较经皮经肝静脉阻塞术(PTO)与初始传入静脉栓塞术(PTO-A)和初始传出静脉栓塞术(PTO-E)治疗胃静脉曲张(GVs)的疗效:纳入2007年6月至2023年2月期间因1型孤立胃静脉曲张或2型胃食管静脉曲张接受PTO-A或PTO-E治疗的连续患者。PTO-A或PTO-E适用于球囊闭塞逆行经静脉阻塞失败或逆行经静脉途径没有门静脉分流的患者。PTO-A 适用于 2009 年 3 月之前的患者以及 GV 有多条传出通道的患者。2009 年 4 月之后的患者尝试了 PTO-E。共纳入 26 例患者,其中 18 例接受了 PTO-A,8 例接受了 PTO-E。有 12 名患者在尝试 PTO-E 后没有成功,转而接受了 PTO-A。主要结果是术后 1 周内成功完全根除 GV。次要结果是术后无 GV 复发期和总生存期:结果:所有26名患者均获得了技术成功,PTO-A和PTO-E的GV完全根除率分别为33.3%和100%,PTO-E显著更高(p = 0.002)。PTO-A 的中位无复发期为 8.7 个月,PTO-E 为 75.1 个月;PTO-E 的无复发期明显更长(p = 0.042)。PTO-A的中位总生存期为37.2个月,PTO-E为49.9个月,无明显差异(p = 0.955):结论:与 PTO-A 相比,PTO-E 对 GVs 的完全根除率更高,无复发期更长。
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引用次数: 0
Effectiveness of Track Cauterization in Reduction of Adverse Events for Lung Microwave Ablation. 轨道灼烧术在减少肺部微波消融不良事件方面的效果
IF 4.6 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2024-10-09 DOI: 10.1016/j.jvir.2024.08.029
Daniel H Kim, Lucia Chen, Ashley Lamba, Fereidoun Abtin, Scott Genshaft, Matthew Quirk, Robert Suh

Purpose: To evaluate the effectiveness of track cautery for lung microwave ablation (MWA) to reduce postprocedural adverse events (AE).

Materials and methods: Patients who underwent percutaneous lung MWA between 2012 and 2021 were divided into 2 cohorts: patients in whom track cautery was conducted during antenna removal and patients in whom the antenna was simply removed. Patient demographics, treatment history, tumor characteristics, and ablation details were collected. Postprocedural AEs including immediate, enlarging, and delayed pneumothorax (PTX), pleural effusion, and reinterventions were recorded. Univariate and multivariate logistic regression models were used to identify factors associated with AEs.

Results: This study included 365 lung MWA sessions for 190 patients. Of the 165 patients in the cautery cohort, 78 (47%) had immediate PTX, 16 (10%) had enlarging PTX, 2 (1%) had delayed PTX, and 15 (9%) needed interventions. Of the 200 patients in the noncautery cohort, 85 (43%) had immediate PTX, 45 (23%) had enlarging PTX, 16 (8%) had delayed PTX, and 37 (19%) needed interventions. The cautery cohort had significantly reduced rates of enlarging PTX (odds ratio [OR], 0.67; 95% CI, 0.34-1.33; P = .002), delayed PTX (OR, 0.15; 95% CI, 0.03-0.89; P = .037), and pleural effusion (OR, 0.38; 95% CI, 0.15-0.99; P = .049). The presence of emphysema, large tumor size, and left lower lobe location were shown to be significant predictors of AEs and the need for interventions (P < .05).

Conclusions: Track cauterization is associated with reduction of post-MWA enlarging PTX, delayed PTX, and pleural effusion. Presence of emphysema, lack of track cautery, large tumor size, and tumors in the left lower lobe were shown to be predictors of postprocedural AEs.

目的:评估肺部微波消融术(MWA)中进行轨道烧灼以减少术后不良事件(AE)的有效性:将2012年至2021年间接受经皮肺部微波消融术的患者分为在移除天线时进行轨道烧灼的患者和仅移除天线的患者。收集了患者的人口统计学资料、治疗史、肿瘤特征和消融细节。记录了手术后的不良反应,包括即刻性、扩大性和延迟性气胸(PTX)、胸腔积液和再干预。采用单变量和多变量逻辑回归模型确定与AEs相关的因素:本研究共对 190 名患者进行了 365 次肺部 MWA 治疗。在165名烧灼组患者中,78/165(47%)立即进行了PTX,16/165(10%)扩大了PTX,2/165(1%)延迟了PTX,15/165(9%)需要干预。在 200 例非烧灼组中,85/200(43%)例立即进行了 PTX,45/200(23%)例 PTX 扩大,16/200(8%)例 PTX 延迟,37/200(19%)例需要干预。烧灼法治疗组的 PTX 扩大率(OR 0.67 [95%CI 0.34-1.33],P=0.002)、PTX 延误率(OR 0.15 [95%CI 0.03-0.89],P=0.037)和胸腔积液率(OR 0.38 [95%CI 0.15-0.99],P=0.049)均显著降低。有无肺气肿、肿瘤大小和左下叶位置被证明是AEs和干预需求的重要预测因素(P结论:轨迹烧灼术与减少MWA后PTX增大、PTX延迟和胸腔积液有关。存在肺气肿、未进行轨道烧灼、肿瘤体积大以及肿瘤位于左下叶被证明是预测术后AEs的因素。
{"title":"Effectiveness of Track Cauterization in Reduction of Adverse Events for Lung Microwave Ablation.","authors":"Daniel H Kim, Lucia Chen, Ashley Lamba, Fereidoun Abtin, Scott Genshaft, Matthew Quirk, Robert Suh","doi":"10.1016/j.jvir.2024.08.029","DOIUrl":"10.1016/j.jvir.2024.08.029","url":null,"abstract":"<p><strong>Purpose: </strong>To evaluate the effectiveness of track cautery for lung microwave ablation (MWA) to reduce postprocedural adverse events (AE).</p><p><strong>Materials and methods: </strong>Patients who underwent percutaneous lung MWA between 2012 and 2021 were divided into 2 cohorts: patients in whom track cautery was conducted during antenna removal and patients in whom the antenna was simply removed. Patient demographics, treatment history, tumor characteristics, and ablation details were collected. Postprocedural AEs including immediate, enlarging, and delayed pneumothorax (PTX), pleural effusion, and reinterventions were recorded. Univariate and multivariate logistic regression models were used to identify factors associated with AEs.</p><p><strong>Results: </strong>This study included 365 lung MWA sessions for 190 patients. Of the 165 patients in the cautery cohort, 78 (47%) had immediate PTX, 16 (10%) had enlarging PTX, 2 (1%) had delayed PTX, and 15 (9%) needed interventions. Of the 200 patients in the noncautery cohort, 85 (43%) had immediate PTX, 45 (23%) had enlarging PTX, 16 (8%) had delayed PTX, and 37 (19%) needed interventions. The cautery cohort had significantly reduced rates of enlarging PTX (odds ratio [OR], 0.67; 95% CI, 0.34-1.33; P = .002), delayed PTX (OR, 0.15; 95% CI, 0.03-0.89; P = .037), and pleural effusion (OR, 0.38; 95% CI, 0.15-0.99; P = .049). The presence of emphysema, large tumor size, and left lower lobe location were shown to be significant predictors of AEs and the need for interventions (P < .05).</p><p><strong>Conclusions: </strong>Track cauterization is associated with reduction of post-MWA enlarging PTX, delayed PTX, and pleural effusion. Presence of emphysema, lack of track cautery, large tumor size, and tumors in the left lower lobe were shown to be predictors of postprocedural AEs.</p>","PeriodicalId":49962,"journal":{"name":"Journal of Vascular and Interventional Radiology","volume":" ","pages":""},"PeriodicalIF":4.6,"publicationDate":"2024-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142394811","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Caveat Lector: The Importance of Becoming a Discerning Guidelines Reader. 告诫读者:成为有辨别力的准则读者的重要性。
IF 4.6 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2024-10-09 DOI: 10.1016/j.jvir.2024.09.019
Luke R Wilkins, Rahul A Sheth, Nora E Tabori, Alda L Tam
{"title":"Caveat Lector: The Importance of Becoming a Discerning Guidelines Reader.","authors":"Luke R Wilkins, Rahul A Sheth, Nora E Tabori, Alda L Tam","doi":"10.1016/j.jvir.2024.09.019","DOIUrl":"10.1016/j.jvir.2024.09.019","url":null,"abstract":"","PeriodicalId":49962,"journal":{"name":"Journal of Vascular and Interventional Radiology","volume":" ","pages":""},"PeriodicalIF":4.6,"publicationDate":"2024-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142394810","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Angiographic and Histopathological Characteristics of a Novel Polyacrylate Liquid Embolic Agent Compared with Ethylene-Vinyl Alcohol Copolymer in a Large Animal Model. 新型聚丙烯酸酯液体栓塞剂与 EVOH 相比在大型动物模型中的血管造影和组织病理学特征
IF 4.6 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2024-10-09 DOI: 10.1016/j.jvir.2024.09.024
María Gracia de Garnica García, Sofía Valle Iglesias, Claudia Pérez-Martínez, Fernando Gómez Muñoz, Antonio López-Rueda, Luis Duocastella Codina, María Molina Crisol, Alex Gómez Castel, Armando Pérez de Prado

Purpose: To study the in vivo safety and effectiveness of a novel radiopaque nonadhesive polyacrylate (PA) peripheral liquid embolic system (AMBER SEL-P) relative to ethylene-vinyl alcohol copolymer (EVOH, Onyx) in a healthy swine endovascular model.

Materials and methods: Twenty-five swine underwent rete mirabile and bilateral kidney embolization with PA or EVOH and were followed up for 24 hours (n = 5) and 30 days (n = 10), and 3 (n = 10) months. Angiographic features (penetrability, radiopacity, catheter entrapment, fragmentation, occlusion, and vasospasm) were evaluated. Necropsy and histology were used to evaluate the nontarget embolization, safety, and target embolization effectiveness by recanalization and analyze the vascular response.

Results: No adverse events occurred during the embolization process or study period. The angiographic performance confirmed a significant positive effect of PA compared with that of EVOH in terms of penetrability (P = .007), catheter entrapment (P = .007), fragmentation (P = .007), vascular occlusion (P = .038), vasospasm (P = .038), and follow-up vascular occlusion (P = .038). Prenecropsy angiography found no vascular recanalization in the organs treated with PA, whereas it was detected at 3 months in 2 samples treated with EVOH. Histologically, PA was classified as nonirritant compared with EVOH under the study conditions according to ISO 10993-6:2016 as modified. No systemic effects during necropsy were detected in the animals treated with these agents.

Conclusions: This in vivo study found that the angiographic behavior of PA had advantages compared with EVOH. The embolization and biocompatibility of PA were similar to those of EVOH. PA was safe and effective for transarterial embolization in an acute, subacute, and chronic endovascular embolization animal models.

目的:在健康猪血管内模型中研究新型不透射线非粘性聚丙烯酸酯外周液体栓塞系统(PA,AMBER SEL-P)相对于乙烯-乙烯醇共聚物(EVOH,OnyxTM)的体内安全性和有效性:25头猪接受了PA或EVOH的rete mirabile和双侧肾脏栓塞术,并接受了24小时(5头)、30天(10头)和3个月(10头)的随访。对血管造影特征(穿透性、放射能力、导管夹持、碎裂、闭塞和血管痉挛)进行了评估。采用尸体解剖和组织学方法评估非靶点栓塞、安全性、靶点栓塞再通的有效性,并分析血管反应:结果:栓塞过程和研究期间未发生任何不良事件。血管造影结果证实,在穿透性(p=0.007)、导管夹持(p=0.007)、碎裂(p=0.007)、血管闭塞(p=0.038)、血管痉挛(p=0.038)和后续血管闭塞(p=0.038)方面,PA与EVOH相比具有显著的积极效果。解剖前血管造影发现,用 PA 治疗的器官没有血管再通,而用 EVOH 治疗的两个样本在 3 个月后发现血管再通。根据 ISO 10993-6:2016(修订版),在研究条件下,从组织学角度看,PA 与 EVOH 相比无刺激性。使用这些制剂的动物在尸检过程中未发现任何系统性影响:这项体内研究得出结论,与 EVOH 相比,PA 的血管造影行为具有优势。PA的栓塞和生物相容性与EVOH相似。在急性、亚急性和慢性血管内栓塞模型中,PA 可安全有效地用于经动脉栓塞。
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引用次数: 0
Improving Clinical Decisions in IR: Interpretable Machine Learning Models for Predicting Ascites Improvement after Transjugular Intrahepatic Portosystemic Shunt Procedures. 改进红外临床决策:预测 TIPS 手术后腹水改善情况的可解释机器学习模型。
IF 4.6 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2024-10-09 DOI: 10.1016/j.jvir.2024.09.022
Okan İnce, Hakan Önder, Mehmet Gençtürk, Jafar Golzarian, Shamar Young

Purpose: To evaluate the potential of interpretable machine learning (ML) models to predict ascites improvement in patients undergoing transjugular intrahepatic portosystemic shunt (TIPS) placement for refractory ascites.

Materials and methods: In this retrospective study, 218 patients with refractory ascites who underwent TIPS placement were analyzed. Data on 29 demographic, clinical, and procedural features were collected. Ascites improvement was defined as reduction in the need of paracentesis by 50% or more at the 1-month follow-up. Univariate statistical analysis was performed. Data were split into train and test sets. Feature selection was performed using a wrapper-based sequential feature selection algorithm. Two ML models were built using support vector machine (SVM) and CatBoost algorithms. Shapley additive explanations values were calculated to assess interpretability of ML models. Performance metrics were calculated using the test set.

Results: Refractory ascites improved in 168 (77%) patients. Higher sodium (Na; 136 mEq/L vs 134 mEq/L; P = .001) and albumin (2.91 g/dL vs 2.68 g/dL; P = .03) levels, lower creatinine levels (1.01 mg/dL vs 1.17 mg/dL; P = .04), and lower Model for End-stage Liver Disease (MELD) (13 vs 15; P = .01) and MELD-Na (15 vs 17.5, P = .002) scores were associated with significant improvement, whereas main portal vein puncture was associated with a lower improvement rate (P = .02). SVM and CatBoost models had accuracy ratios of 83% and 87%, with area under the curve values of 0.83 and 0.87, respectively. No statistically significant difference was found between performances of the models in DeLong test (P = .3).

Conclusions: ML models may have potential in patient selection for TIPS placement by predicting the improvement in refractory ascites.

目的:评估可解释的机器学习(ML)模型预测因难治性腹水而接受经颈静脉肝内门体分流术(TIPS)的患者腹水改善情况的潜力:在这项回顾性研究中,对 218 名接受 TIPS 的难治性腹水患者进行了分析。研究收集了 29 项人口统计学、临床和手术特征。腹水改善的定义是随访一个月时腹腔穿刺次数减少 50%或以上。进行了单变量统计分析。数据分为训练集和测试集。使用基于包装器的序列特征选择(SFS)算法进行特征选择。使用支持向量机(SVM)和 CatBoost 算法建立了两个 ML 模型。通过计算 Shapley 加法解释值来评估 ML 模型的可解释性。使用测试集计算性能指标:168(77%)名患者的难治性腹水得到了改善。较高的钠(136mEq/L vs 134mEq/L,p=0.001)和白蛋白水平(2.91 g/dLvs2.68 g/dL,p=0.03)、较低的肌酐(1.01 mg/dL vs 1.17 mg/dL,p=0.04)、终末期肝病模型(MELD)(13 vs 15,p=0.01)和 MELD-Na (15 vs 17.5,p=0.002)评分与病情显著改善有关。而主门静脉穿刺与较低的改善率相关(P=0.02)。SVM 和 CatBoost 模型的准确率分别为 83% 和 87%,曲线下面积值分别为 0.83 和 0.87。在 DeLong 检验中,各模型之间的性能差异无统计学意义(P=0.3):根据这项研究,机器学习模型可以预测难治性腹水的改善情况,从而在选择患者进行 TIPS 置入时发挥潜在作用。
{"title":"Improving Clinical Decisions in IR: Interpretable Machine Learning Models for Predicting Ascites Improvement after Transjugular Intrahepatic Portosystemic Shunt Procedures.","authors":"Okan İnce, Hakan Önder, Mehmet Gençtürk, Jafar Golzarian, Shamar Young","doi":"10.1016/j.jvir.2024.09.022","DOIUrl":"10.1016/j.jvir.2024.09.022","url":null,"abstract":"<p><strong>Purpose: </strong>To evaluate the potential of interpretable machine learning (ML) models to predict ascites improvement in patients undergoing transjugular intrahepatic portosystemic shunt (TIPS) placement for refractory ascites.</p><p><strong>Materials and methods: </strong>In this retrospective study, 218 patients with refractory ascites who underwent TIPS placement were analyzed. Data on 29 demographic, clinical, and procedural features were collected. Ascites improvement was defined as reduction in the need of paracentesis by 50% or more at the 1-month follow-up. Univariate statistical analysis was performed. Data were split into train and test sets. Feature selection was performed using a wrapper-based sequential feature selection algorithm. Two ML models were built using support vector machine (SVM) and CatBoost algorithms. Shapley additive explanations values were calculated to assess interpretability of ML models. Performance metrics were calculated using the test set.</p><p><strong>Results: </strong>Refractory ascites improved in 168 (77%) patients. Higher sodium (Na; 136 mEq/L vs 134 mEq/L; P = .001) and albumin (2.91 g/dL vs 2.68 g/dL; P = .03) levels, lower creatinine levels (1.01 mg/dL vs 1.17 mg/dL; P = .04), and lower Model for End-stage Liver Disease (MELD) (13 vs 15; P = .01) and MELD-Na (15 vs 17.5, P = .002) scores were associated with significant improvement, whereas main portal vein puncture was associated with a lower improvement rate (P = .02). SVM and CatBoost models had accuracy ratios of 83% and 87%, with area under the curve values of 0.83 and 0.87, respectively. No statistically significant difference was found between performances of the models in DeLong test (P = .3).</p><p><strong>Conclusions: </strong>ML models may have potential in patient selection for TIPS placement by predicting the improvement in refractory ascites.</p>","PeriodicalId":49962,"journal":{"name":"Journal of Vascular and Interventional Radiology","volume":" ","pages":""},"PeriodicalIF":4.6,"publicationDate":"2024-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142401767","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Academic Metrics and Demographics and National Institutes of Health Grant Funding in IR. 介入放射学的学术指标和人口统计以及美国国立卫生研究院的拨款资助。
IF 4.6 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2024-10-09 DOI: 10.1016/j.jvir.2024.09.021
Jasmine Lee, Mahee Islam, Bunchhin Huy, Srinidhi Shanmugasundaram, Abhishek Kumar, Pratik A Shukla

The goal of this study was to evaluate whether there is an association between academic productivity and National Institutes of Health (NIH) grant funding among academic interventional radiologists. A database containing board-certified U.S. interventional radiologists was previously created for a study evaluating the Hirsch index (h-index) in 2021. The Scopus database was used to add the h-index values for 2023. The NIH RePORTER system was queried to collect any data on NIH grant funding received by each interventional radiologist. Among the 832 interventional radiologists, 37 physicians received NIH grant funding (33 males and 4 females). Bivariate analysis showed that h-index and length of publication range were both positively and significantly correlated with NIH grant funding (coefficients, $731,696 [P < .001] and $2,957,922 [P < .001], respectively). However, no significant differences in NIH grant funding were found across academic ranks (P = .430) or genders (P = .906). h-Index was significantly associated with higher NIH grant funding received by interventional radiologists.

本研究的目的是评估学术介入放射科医生的学术生产力与美国国立卫生研究院(NIH)的基金资助之间是否存在关联。以前曾为一项评估2021年h-index的研究创建了一个包含美国介入放射医师委员会认证医师的数据库。Scopus 数据库用于添加 2023 年的 h 指数值。通过查询美国国立卫生研究院(NIH)RePORTER系统,收集每位介入放射科医生获得的美国国立卫生研究院(NIH)基金资助。在 832 位介入放射科医生中,有 37 位医生获得了美国国立卫生研究院的基金资助(33 位男性;4 位女性)。双变量分析表明,h 指数和发表论文的时间长度均与 NIH 基金资助显著正相关(系数= $731,696,p<0.05)。
{"title":"Academic Metrics and Demographics and National Institutes of Health Grant Funding in IR.","authors":"Jasmine Lee, Mahee Islam, Bunchhin Huy, Srinidhi Shanmugasundaram, Abhishek Kumar, Pratik A Shukla","doi":"10.1016/j.jvir.2024.09.021","DOIUrl":"10.1016/j.jvir.2024.09.021","url":null,"abstract":"<p><p>The goal of this study was to evaluate whether there is an association between academic productivity and National Institutes of Health (NIH) grant funding among academic interventional radiologists. A database containing board-certified U.S. interventional radiologists was previously created for a study evaluating the Hirsch index (h-index) in 2021. The Scopus database was used to add the h-index values for 2023. The NIH RePORTER system was queried to collect any data on NIH grant funding received by each interventional radiologist. Among the 832 interventional radiologists, 37 physicians received NIH grant funding (33 males and 4 females). Bivariate analysis showed that h-index and length of publication range were both positively and significantly correlated with NIH grant funding (coefficients, $731,696 [P < .001] and $2,957,922 [P < .001], respectively). However, no significant differences in NIH grant funding were found across academic ranks (P = .430) or genders (P = .906). h-Index was significantly associated with higher NIH grant funding received by interventional radiologists.</p>","PeriodicalId":49962,"journal":{"name":"Journal of Vascular and Interventional Radiology","volume":" ","pages":""},"PeriodicalIF":4.6,"publicationDate":"2024-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142401804","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Endovascular Management of Noncirrhotic Acute Portomesenteric Venous Thrombosis. 非肝硬化急性肠门静脉血栓的血管内治疗。
IF 4.6 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2024-10-09 DOI: 10.1016/j.jvir.2024.09.023
Jonathan Lorenz, Daniel H Kwak, Lynne Martin, Andrew Kesselman, Lawrence V Hofmann, Qian Yu, Salma Youssef, Paul Ciolek, Osman Ahmed

Acute portomesenteric venous thrombosis (PVT) is a rare but potentially life-threatening condition in individuals without cirrhosis. Initial management typically involves anticoagulation therapy, but the optimal approach to interventional treatment remains a topic of ongoing research. This article explores both traditional and emerging endovascular techniques, providing an overview of the existing evidence supporting their use. Additionally, it delves into the significance of acute PVT in the context of contemporary pathologies, notably coronavirus disease 2019 infection, vaccine-induced immune thrombotic thrombocytopenia, and liver transplantation.

急性肠胃门静脉血栓形成(PVT)是一种罕见的疾病,但在无肝硬化的患者中可能会危及生命。初始治疗通常包括抗凝治疗,但介入治疗的最佳方法仍是一个持续研究的课题。本文探讨了传统和新兴的血管内技术,概述了支持使用这些技术的现有证据。此外,文章还深入探讨了急性 PVT 在当代病理背景下的重要性,尤其是 COVID-19 感染、疫苗诱发的免疫性血栓性血小板减少症和肝移植。
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Journal of Vascular and Interventional Radiology
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