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基于血管内超声的决策树模型用于股腘动脉疾病最佳血管内治疗策略选择——洋葱研究结果

Intravascular ultrasound-based decision tree model for the optimal endovascular treatment strategy selection of femoropopliteal artery disease-results from the ONION Study.

作者信息

Yazu Yuko, Fujihara Masahiko, Takahara Mitsuyoshi, Kurata Naoya, Nakata Aya, Yoshimura Hitoshi, Ito Tomoaki, Fukunaga Masashi, Kozuki Amane, Tomoi Yusuke

机构信息

Department of Medical Engineering, Kishiwada Tokushukai Hospital, Kishiwada, Japan.

Department of Cardiology, Kishiwada Tokushukai Hospital, Kishiwada-City Osaka, 4-27-1, Kamoricho, 596-8522, Japan.

出版信息

CVIR Endovasc. 2022 Oct 6;5(1):52. doi: 10.1186/s42155-022-00328-9.

DOI:10.1186/s42155-022-00328-9
PMID:36201066
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9537399/
Abstract

BACKGROUND

The role of catheter-based imaging in peripheral interventions for lower extremity artery disease (LEAD) has increased with percutaneous interventions. To clarify the relation between intravascular ultrasound (IVUS) information and procedure selection strategy for endovascular treatment therapy (EVT) of the femoropopliteal artery in the real-world clinical settings wherein new endovascular technologies (NETs), including drug-coated balloon (DCB), drug-eluting stent (DES), and covered stent-graft (CS). Our retrospective multicenter analysis examined symptomatic 970 patients treated by EVT for de novo femoropopliteal lesions with IVUS guidance. The decision tree analysis was performed retrospectively to determine the association of IVUS and angiography parameters with the strategy selection of endovascular procedures. We divided the study population according to the developed tree, and identified the most popular strategy selection in each subgroup. We finally examined whether the restenosis risk would be different among respective subgroups of the tree.

RESULTS

During the study periods, plain old balloon angioplasty, DCB, and bare nitinol stent were most frequently selected (25.3%, 23.9%, and 23.8%, respectively). The drug-eluting stent (DES), covered stent (CS), and spot stent strategies were used in 7.3%, 11.5%, and 8.1%. NETs had the lowest restenosis risk in the overall population. The decision tree had a depth of six branches and divided the patients into 11 subgroups by IVUS and angiography parameters. The restenosis rate was similarly low among these 11 subgroups when the most popular NET in each subgroup was selected (P = 0.94).

CONCLUSIONS

The use of IVUS data along with angiography data would standardize the selection of endovascular procedures and can improve patency outcomes if NETs are used properly.

摘要

背景

随着经皮介入治疗的发展,基于导管的成像技术在下肢动脉疾病(LEAD)外周介入治疗中的作用日益增强。在包括药物涂层球囊(DCB)、药物洗脱支架(DES)和覆膜支架移植物(CS)等新的血管内技术(NETs)应用的真实临床环境中,为阐明血管内超声(IVUS)信息与股腘动脉血管内治疗(EVT)的手术选择策略之间的关系。我们进行了一项回顾性多中心分析,纳入了970例在IVUS引导下接受EVT治疗初发股腘病变的有症状患者。回顾性地进行决策树分析,以确定IVUS和血管造影参数与血管内手术策略选择的相关性。我们根据生成的决策树对研究人群进行划分,并确定每个亚组中最常用的策略选择。我们最终检验了决策树各亚组之间的再狭窄风险是否存在差异。

结果

在研究期间,单纯球囊血管成形术、DCB和裸镍钛合金支架是最常被选择的治疗方式(分别为25.3%、23.9%和23.8%)。药物洗脱支架(DES)、覆膜支架(CS)和点状支架策略的使用比例分别为7.3%、11.5%和8.1%。NETs在总体人群中的再狭窄风险最低。决策树有六个分支深度,根据IVUS和血管造影参数将患者分为11个亚组。当在每个亚组中选择最常用的NET时,这l一1个亚组的再狭窄率同样较低(P = 0.94)。

结论

将IVUS数据与血管造影数据结合使用,可以使血管内手术的选择标准化,如果正确使用NETs,还可以改善通畅结局。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2b97/9537399/c90565c0ab9e/42155_2022_328_Fig6_HTML.jpg
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