endovascular thrombectomy

血管内血栓切除术
  • 文章类型: Journal Article
    对于有症状超过6小时的患者,使用FLAIR血管高强度(FVH)-弥散加权成像(DWI)不匹配进行血管内血栓切除术(EVT)的患者选择的临床影响尚不清楚。在这里,我们进行了一项回顾性研究,比较了根据FVH-DWI与灌注不匹配进行血栓切除术的患者的评估者间可靠性和临床结局.
    根据MRI和灌注成像,在后期时间窗内选择同时进行MRI和灌注成像的前循环大血管闭塞患者,根据MRI和灌注成像将其分为EVT适用组(MRI或灌注成像符合DEFUSE3标准的FVH-DWI不匹配组)和EVT不适用组。主要结果是90天功能独立率。安全性结果包括90天内有症状的颅内出血和死亡率。我们评估了两种情况的一致性,并比较了通过MRI和灌注确定的EVT适用组之间EVT患者功能独立率的差异。
    共纳入130名患者,其中114人在使用MRI图像进行分类后被归类为EVT适用组。在这个群体中,96例患者接受EVT,其中53人(55.2%)实现了功能独立。共110例患者根据灌注情况分为EVT适用组,其中92例接受了EVT,其中49人(53.2%)实现了功能独立。确定EVT适应症的一致性在两组之间中等(κ=0.42,95%CI,0.17-0.67)。基于两种方法的两个EVT适用组的患者之间的功能独立率具有可比性(55.2%vs.53.2%,p=0.789)。
    基于FVH-DWI不匹配的MRI分诊显示,与基于灌注的分诊相比,评估者间的可靠性中等,并且在预测EVT后的临床结局方面具有可比性。
    UNASSIGNED: The clinical impact of patient selection using FLAIR vascular hyperintensity (FVH)-diffusion-weighted imaging (DWI) mismatch for endovascular thrombectomy (EVT) in patients who have been symptomatic for over 6 h remains unclear. Herein, a retrospective study was conducted to compare the inter-rater reliability and clinical outcomes of patients selected for thrombectomy based on FVH-DWI mismatch with perfusion.
    UNASSIGNED: Patients with anterior-circulation large-vessel occlusion selected simultaneously with MRI and perfusion imaging in the late time window from a single-center retrospective study were categorized into EVT-applicable (FVH-DWI mismatch on MRI or perfusion imaging meeting the DEFUSE3 standards) and EVT-inapplicable groups based on MRI and perfusion imaging. The primary outcome was the 90-day functional independence rate. Safety outcomes encompassed symptomatic intracranial hemorrhage and mortality in 90 days. We assessed the consistency of the two profiles and compared the differences in functional independence rates of EVT patients among the EVT-applicable groups determined by MRI and perfusion.
    UNASSIGNED: A total of 130 patients were enrolled, of which 114 were classified into the EVT-applicable group after triaging using MRI images. In this group, 96 patients underwent EVT, with 53 of them (55.2%) achieving functional independence. A total of 110 patients were divided into EVT-applicable group based on perfusion, among which 92 underwent EVT, with 49 of them (53.2%) achieving functional independence. The consistency of identifying EVT indication was moderate between two groups (κ = 0.42, 95% CI, 0.17-0.67). The functional independence rate was comparable between patients in the two EVT-applicable groups based on the two methods (55.2% vs. 53.2%, p = 0.789).
    UNASSIGNED: MRI triaging based on FVH-DWI mismatch showed moderate inter-rater reliability compared with perfusion-based triage and comparable efficacy in predicting clinical outcomes after EVT.
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  • 文章类型: Journal Article
    背景:接受血管内血栓切除术(EVT)并成功再灌注的患者的理想血压(BP)目标尚不确定。观察性研究表明,在此期间血压升高与颅内出血(ICH)的风险较高和临床结局较差有关。一些随机对照试验(RCT)已经探讨了强化降血压是否可以改善这些患者的临床结局。
    目的:这篇综述旨在总结最近的RCT,比较EVT后的强化和常规BP管理策略,并讨论改进的创新方向。
    结果:最近发表的随机对照试验未能证明强化血压控制对功能结局和降低ICH风险的益处。脑血流调节的复杂机制和RCT中选择的不适当的BP范围可能是观察性研究和RCT结果不一致的原因。个性化BP管理,降低血压变异性,在今后的探索中,应更加重视多阶段BP管理。
    结论:与常规BP目标相比,强化BP目标并未改善EVT成功后的临床结局。需要进一步的研究来确定再灌注后最佳的BP管理策略。
    BACKGROUND: The ideal blood pressure (BP) target in patients who undergo endovascular thrombectomy (EVT) with successful reperfusion is uncertain. Observational studies show that elevated BP during this period is associated with a higher risk of intracranial hemorrhage (ICH) and worse clinical outcomes. Several randomized controlled trials (RCTs) have explored whether intensive BP lowering improves clinical outcomes in these patients.
    OBJECTIVE: This review aims to summarize the recent RCTs that compare intensive and conventional BP management strategies following EVT and discuss the innovative directions to improve.
    RESULTS: The recently published RCTs failed to demonstrate the benefit of intensive BP control on the functional outcome and decreasing the risk of ICH. The complex mechanism in cerebral blood flow regulation and the inappropriate BP range chosen in RCTs may be the reasons behind the inconsistent results between observational studies and RCTs. Individualized BP management, reducing BP variability, and multi-stage BP management should be paid more attention in future exploration.
    CONCLUSIONS: Intensive BP target did not improve clinical outcomes after successful EVT as compared with a conventional BP target. Further research is required to identify the optimal BP management strategy after reperfusion.
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  • 文章类型: Journal Article
    从第一次阳性血栓切除术试验开始十年,缺血性卒中的超急性治疗继续快速推进.有效的治疗仍然限于再灌注,尽管仍在研究几种细胞保护方法。现在已经证明,在使用灌注成像选择的患者中,静脉纤维蛋白溶解剂在24小时内是有益的。但是它们在非致残症状患者中的作用似乎非常有限。在最新试验的荟萃分析中,替奈普酶优于阿替普酶,和辅助溶栓剂是一个活跃的研究领域。血管内血栓切除术有利于广泛的前循环和后循环大血管闭塞,直到发病后24小时,远端闭塞更多。温和的演讲,>24小时窗口是正在进行的试验中需要测试的主要边界。成像参数具有预后性,但似乎并未改变血栓切除术与标准医疗的相对治疗益处。因此,决定谁不使用血栓切除术治疗是一个关键的临床挑战,需要谨慎但快速的临床整合,成像,和患者偏好考虑。加速这些高效疗法的递送的护理系统将使最大数量的中风患者的益处最大化。
    A decade on from the first positive thrombectomy trials, hyperacute therapies for ischemic stroke continue to rapidly advance. Effective treatments remain limited to reperfusion, although several cytoprotective approaches continue to be investigated. Intravenous fibrinolytics are now demonstrated to be beneficial up to 24 h in patients selected using perfusion imaging, but their role in patients with non-disabling symptoms appears very limited. Tenecteplase is superior to alteplase in meta-analysis of the latest trials, and adjuvant thrombolytics are an area of active investigation. Endovascular thrombectomy is beneficial in a wide range of anterior and posterior circulation large vessel occlusions up to 24 h after onset with the more distal occlusions, mild presentations, and >24 h window being the main frontiers to be tested in ongoing trials. Imaging parameters are prognostic but appear not to modify the relative treatment benefit of thrombectomy versus standard medical care. Therefore, deciding who not to treat with thrombectomy is a key clinical challenge that requires careful but rapid integration of clinical, imaging, and patient preference considerations. Systems of care to accelerate delivery of these highly effective therapies will maximize benefits for the greatest number of patients with stroke.
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  • 文章类型: Journal Article
    血管内血栓切除术已成为临床实践中治疗急性缺血性卒中的既定护理标准。然而,血管内血栓切除术的麻醉方式仍存在争议.这项荟萃分析的目的是研究全身麻醉与镇静对血管内血栓切除术患者即刻和3个月神经系统预后的影响。
    PubMed,Scopus,系统搜索Embase数据库,以确定在接受血管内血栓切除术的患者中比较全身麻醉和镇静的随机对照试验(RCTs).评估的主要结果是立即和3个月的神经功能以及成功的再通率。此外,次要结局包括肺部感染和症状性脑出血.
    分析包括8项随机对照试验,共1352名患者(全身麻醉组,N=609;镇静组,N=743)用于血管内血栓切除术。汇总数据显示,全身麻醉成功再灌注率为84.3%,而镇静组为70.7%(RR=1.77,95%CI1.33~2.35,P<0.0001)。此外,试验序贯分析(TSA)证实了全身麻醉对实现成功再灌注的显著影响。荟萃分析发现,良好的大脑结局率没有差异,根据24-48h的美国国立卫生研究院卒中量表(NIHSS)和3个月时的改良Rankin量表(mRS)评估,在全身麻醉(GA)和镇静组之间。然而,与镇静组相比,GA组肺部感染的发生率明显更高(RR=1.86,95%CI1.07至3.23;P=0.03)。在接受全身麻醉和镇静治疗的组之间,症状性颅内出血的发生率没有差异。
    全身麻醉可增强再通的功效,而不会改善脑功能,同时增加了急性缺血性卒中血管内血栓切除术患者对肺部感染的易感性。
    UNASSIGNED: The endovascular thrombectomy procedure has become an established standard of care in clinical practice for the management of acute ischemic stroke. However, the anesthesia modality on endovascular thrombectomy remains controversial. The aim of this meta-analysis was to investigate the impact of general anesthesia compared to sedation on immediate and 3-month neurological outcomes in patients undergoing endovascular thrombectomy.
    UNASSIGNED: PubMed, Scopus, and Embase databases were systematically searched to identify randomized controlled trials (RCTs) comparing general anesthesia with sedation in patients undergoing endovascular thrombectomy. The primary outcomes assessed were immediate and 3-month neurological function as well as the rate of successful recanalization. Additionally, secondary outcomes included pulmonary infection and symptomatic intracerebral hemorrhage.
    UNASSIGNED: The analysis included eight randomized controlled trials with a total of 1352 patients (General Anesthesia group,N = 609; Sedation group,N = 743) for endovascular thrombectomy. Pooled data revealed that general anesthesia achieved successful reperfusion in 84.3 %, whereas the sedation group had a rate of 70.7 % (RR = 1.77, 95 % CI 1.33 to 2.35, P < 0.0001). Furthermore, Trial Sequential Analysis (TSA) confirmed the significant impact of general anesthesia on achieving successful reperfusion. The meta-analyses found no differences in the rates of favorable cerebral outcome, as evaluated by the National Institutes of Health Stroke Scale (NIHSS) at 24-48 h and the modified Rankin Scale (mRS) at 3 months, between the general anesthesia (GA) and sedation groups. However, The incidence of pulmonary infection was significantly higher in the GA group compared to the sedation group (RR = 1.86, 95 % CI 1.07 to 3.23; P = 0.03). The incidence of symptomatic intracranial hemorrhage did not differ between the groups receiving general anesthesia and sedation.
    UNASSIGNED: General anesthesia enhances the efficacy of recanalization without no improvement in cerebral function, while concurrently increasing the susceptibility to pulmonary infection among patients undergoing endovascular thrombectomy for acute ischemic stroke.
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  • 文章类型: Journal Article
    血管内血栓切除术(EVT)可减少急性缺血性卒中(AIS)患者的残疾;然而,其对年龄>80岁患者的疗效尚不清楚.
    本研究旨在评估病前改良Rankin量表(pmRS)评分和年龄对接受EVT的AIS患者的影响,以及EVT对功能结局和死亡率的影响。
    我们进行了一项回顾性队列研究,并在1999年至2021年期间筛选了海德堡再通注册中心(HeiReKa)数据库中的AIS患者。结果按年龄(<80、80-89和≥90岁)和pmRS评分(0-2vs.3-5).检查治疗后3个月的结局和死亡率的调整后比值比。
    最后,纳入2,591例患者[包括年龄≥90岁的患者(n=158)]。不良的功能结果与高龄有关,血管危险因素,中风严重程度,和船只状态。相反,较低的卒中前残疾和较年轻的年龄与更好的结局和降低的死亡率相关.无论年龄大小,pmRS为3-5与死亡风险增加和功能结局恶化相关。值得注意的是,pmRS为0~2的≥90岁患者的结局明显优于pmRS为3~5的<80岁患者.
    年龄和pmRS对于评估EVT的益处都很重要。然而,卒中前功能状态在决定EVT后结局方面可能比生物学年龄更为重要.
    UNASSIGNED: Endovascular thrombectomy (EVT) reduces disability in patients with acute ischemic stroke (AIS); however, its efficacy in patients aged >80 years remains unclear.
    UNASSIGNED: This study aimed to assess the impact of premorbid modified Rankin Scale (pmRS) scores and age on patients with AIS undergoing EVT and the effect of EVT on functional outcome and mortality.
    UNASSIGNED: We conducted a retrospective cohort study and screened the Heidelberg Recanalization Registry (HeiReKa) database for patients with AIS between 1999 and 2021. Outcomes were stratified by age (<80, 80-89, and ≥90 years) and pmRS score (0-2 vs. 3-5). Adjusted odds ratios for outcomes and mortality at 3 months after treatment were examined.
    UNASSIGNED: Finally, 2,591 patients were included [including those aged ≥90 years (n = 158)]. Poor functional outcomes were associated with advanced age, vascular risk factors, stroke severity, and vessel status. Conversely, lower prestroke disability and younger age were associated with better outcomes and reduced mortality. A pmRS of 3-5 was associated with an increased risk of mortality and worse functional outcomes regardless of age. Notably, patients aged ≥90 years with a pmRS of 0-2 had significantly better outcomes than those aged <80 years with a pmRS of 3-5.
    UNASSIGNED: Both age and pmRS are important in assessing the benefits of EVT. However, prestroke functional status might be more crucial than biological age in determining outcomes following EVT.
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  • 文章类型: Journal Article
    血管内血栓切除术(EVT)是大血管闭塞(LVO)急性缺血性卒中(AIS)的现行标准;然而,尽管成功再灌注,但高达三分之二的EVT患者的功能结局较差.已经研究了许多放射学标志物作为AIS患者预后的预测性生物标志物。这项研究旨在确定哪些临床放射学因素与感兴趣的结果相关,以帮助选择LVOAIS的EVT患者。
    对2016年至2020年接受EVT的患者进行了回顾性研究。各种放射性变量的数据,如解剖参数,凝块特征,抵押品状态,和梗死面积,与传统的人口统计学和临床变量一起收集。对卒中后3个月功能独立性的主要结局(改良Rankin量表0-2)和院内死亡率和症状性颅内出血的次要结局进行单因素和多因素分析。
    该研究队列包括325例前循环LVOAIS患者(男性占54.5%),中位年龄为68岁(四分位距57-76)。NIHSS中位数为19。年龄,高血压,高脂血症,美国国立卫生研究院卒中量表(NIHSS),艾伯塔省mCTA得分,各方面,凝块长度,单因素分析显示,血栓HU和mTICI评分以及ICA和CCA之间的夹角与3个月时的功能结局相关.在多变量分析中,年龄,艾伯塔省mCTA侧支和NIHSS与功能结局显着相关,而各方面接近意义。
    在许多为接受EVT的超急性患者提出的放射学标志物中,现有的经过充分验证的临床放射学措施仍然与功能状态密切相关。
    UNASSIGNED: Endovascular thrombectomy (EVT) is the current standard of care for large vessel occlusion (LVO) acute ischemic stroke (AIS); however, up to two-thirds of EVT patients have poor functional outcomes despite successful reperfusion. Many radiological markers have been studied as predictive biomarkers for patient outcomes in AIS. This study seeks to determine which clinico-radiological factors are associated with outcomes of interest to aid selection of patients for EVT for LVO AIS.
    UNASSIGNED: A retrospective study of patients who underwent EVT from 2016 to 2020 was performed. Data on various radiological variables, such as anatomical parameters, clot characteristics, collateral status, and infarct size, were collected alongside traditional demographic and clinical variables. Univariate and multivariate analysis was performed for the primary outcomes of functional independence at 3 months post-stroke (modified Rankin Scale 0-2) and secondary outcomes of in-hospital mortality and symptomatic intracranial hemorrhage.
    UNASSIGNED: The study cohort comprised 325 consecutive patients with anterior circulation LVO AIS (54.5% male) with a median age of 68 years (interquartile range 57-76). The median NIHSS was 19. Age, hypertension, hyperlipidaemia, National Institutes of Health Stroke Scale (NIHSS), Alberta mCTA score, ASPECTS, clot length, thrombus HU and mTICI score and the angle between ICA and CCA were associated with functional outcomes at 3 months on univariate analysis. On multivariate analysis, age, Alberta mCTA collaterals and NIHSS were significantly associated with functional outcomes, while ASPECTS approached significance.
    UNASSIGNED: Among the many proposed radiological markers for patients in the hyperacute setting undergoing EVT, the existing well-validated clinico-radiological measures remain strongly associated with functional status.
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  • 文章类型: Journal Article
    BrianMacGrory及其同事最近的一项研究调查了在入院前7天内使用维生素K拮抗剂(VKAs)的患者中血管内血栓切除术(EVT)的安全性。通过这次回顾,观察性队列研究,他们发现之前使用VKA并没有增加症状性颅内出血(sICH)的总体风险.然而,近期使用VKA的国际标准化比值(INR)>1.7与sICH风险显著增加相关.未来应开展大规模随机对照试验,进一步明确EVT治疗缺血性脑卒中患者抗凝治疗的效果和可行性。
    A recent study by Brian Mac Grory and colleagues investigated the safety of endovascular thrombectomy (EVT) among patients under vitamin K antagonists (VKAs) use within 7 days prior to hospital admission. Through this retrospective, observational cohort study, they found prior VKA use did not increase the risk of symptomatic intracranial hemorrhage (sICH) overall. However, recent VKA use with a presenting international normalized ratio (INR) > 1.7 was associated with a significantly increased risk of sICH. Future large-scale randomized controlled trials should be conducted to further clarify the effects and feasibility of EVT therapy in ischemic stroke patients under anticoagulation.
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  • 文章类型: Journal Article
    背景:通常使用临床量表如改良Rankin量表评分(mRS)评估卒中后患者的预后。存活天数,90天出院(DAOH-90),衡量生存,在医院或康复场所度过的时间,重新接纳和制度化,是一种客观的结果度量,可以从大型管理数据集中获得,而无需与患者联系。我们旨在评估急性卒中再灌注治疗后DAOH与mRS的可比性及其与其他预后变量的关系。
    结果:分析连续接受静脉溶栓或血管内血栓切除术治疗的缺血性卒中患者。DAOH-90是根据国家最低数据集计算的,强制性的全国性行政数据库。第90天的mRS评分(mRS-90)通过面对面或电话访谈进行评估。该研究包括1278例缺血性卒中患者(714例男性,中位年龄70[59-79],美国国立卫生研究院卒中量表中位数评分14[9-20])。DAOH-90中位数为71[29-84],mRS-90中位数为3[2-5]。DAOH-90与美国国立卫生研究院卒中量表评分(Spearmanrho-0.44,P<0.001)和Alberta卒中项目早期CT[计算机断层扫描]评分(Spearmanrho0.24,P<0.001)相关。mRS-90和DAOH-90之间有很强的相关性(Spearmanrho相关性-0.79,P<0.001)。预测mRS评分>0的受试者工作曲线下面积为0.86(95%CI,0.84-0.88),mRS评分>1为0.88(95%CI,0.86-0.90),mRS评分>2为0.90(95%CI,0.89-0.92)。
    结论:在接受再灌注治疗的中风患者中,DAOH-90与mRS-90的更确定的结果测量显示出合理的可比性。DAOH-90可以很容易地从管理数据库中获得,因此具有用于大规模临床试验和比较有效性研究的潜力。
    BACKGROUND: Patient outcome after stroke is frequently assessed with clinical scales such as the modified Rankin Scale score (mRS). Days alive and out of hospital at 90 days (DAOH-90), which measures survival, time spent in hospital or rehabilitation settings, readmission and institutionalization, is an objective outcome measure that can be obtained from large administrative data sets without the need for patient contact. We aimed to assess the comparability of DAOH with mRS and its relationship with other prognostic variables after acute stroke reperfusion therapy.
    RESULTS: Consecutive patients with ischemic stroke treated with intravenous thrombolysis or endovascular thrombectomy were analyzed. DAOH-90 was calculated from a national minimum data set, a mandatory nationwide administrative database. mRS score at day 90 (mRS-90) was assessed with in-person or telephone interviews. The study included 1278 patients with ischemic stroke (714 male, median age 70 [59-79], median National Institutes of Health Stroke Scale score 14 [9-20]). Median DAOH-90 was 71 [29-84] and median mRS-90 score was 3 [2-5]. DAOH-90 was correlated with admission National Institutes of Health Stroke Scale score (Spearman rho -0.44, P<0.001) and Alberta Stroke Program Early CT [Computed Tomography] Score (Spearman rho 0.24, P<0.001). There was a strong association between mRS-90 and DAOH-90 (Spearman rho correlation -0.79, P<0.001). Area under receiver operating curve for predicting mRS score >0 was 0.86 (95% CI, 0.84-0.88), mRS score >1 was 0.88 (95% CI, 0.86-0.90) and mRS score >2 was 0.90 (95% CI, 0.89-0.92).
    CONCLUSIONS: In patients with stroke treated with reperfusion therapies, DAOH-90 shows reasonable comparability to the more established outcome measure of mRS-90. DAOH-90 can be readily obtained from administrative databases and therefore has the potential to be used in large-scale clinical trials and comparative effectiveness studies.
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  • 文章类型: Journal Article
    目的:本研究的目的是调查大血管闭塞卒中患者仅接受静脉替罗非班血管内血栓切除术的良好预后的影响因素。
    方法:使用RESCUEBT试验的事后探索性分析确定了2018年10月至2022年1月在中国55个综合性卒中中心接受静脉替罗非班血管内血栓切除术治疗大血管闭塞卒中的连续患者。
    结果:总共521例患者接受了静脉注射替罗非班,其中253人取得了90天的良好结果(改良的兰金量表[mRS]0-2)。年龄较小(调整后的比值比[aOR]:0.965,95%置信区间[CI]:0.947-0.982;p<0.001),降低血清葡萄糖(aOR:0.865,95CI:0.807-0.928;p<0.001),较低基线美国国立卫生研究院卒中量表(NIHSS)评分(aOR:0.907,95CI:0.869-0.947;p<0.001),总通过次数较少(AOR:0.791,95CI:0.665-0.939;p=0.008),较短的穿刺至再通时间(aOR:0.995,95CI:0.991-0.999;p=0.017),和改良的脑梗死溶栓(mTICI)评分2b至3(aOR:8.330,95CI:2.705-25.653;p<0.001)是静脉替罗非班联合血管内血栓切除术治疗大血管闭塞卒中后良好结局的独立预测因子。
    结论:年龄较小,降低血清葡萄糖水平,较低的基线NIHSS评分,总传球次数较少,更短的穿刺至再通时间,2b~3分的mTICI评分是大血管闭塞卒中患者静脉应用替罗非班血管内血栓切除术后良好结局的独立预测因素.
    ChiCTR-IOR-17014167。
    OBJECTIVE: The aim of this study was to investigate the factors influencing good outcomes in patients receiving only intravenous tirofiban with endovascular thrombectomy for large vessel occlusion stroke.
    METHODS: Post hoc exploratory analysis using the RESCUE BT trial identified consecutive patients who received intravenous tirofiban with endovascular thrombectomy for large vessel occlusion stroke in 55 comprehensive stroke centers from October 2018 to January 2022 in China.
    RESULTS: A total of 521 patients received intravenous tirofiban, 253 of whom achieved a good 90-day outcome (modified Rankin Scale [mRS] 0-2). Younger age (adjusted odds ratio [aOR]: 0.965, 95% confidence interval [CI]: 0.947-0.982; p < 0.001), lower serum glucose (aOR: 0.865, 95%CI: 0.807-0.928; p < 0.001), lower baseline National Institutes of Health Stroke Scale (NIHSS) score (aOR: 0.907, 95%CI: 0.869-0.947; p < 0.001), fewer total passes (aOR: 0.791, 95%CI: 0.665-0.939; p = 0.008), shorter punctures to recanalization time (aOR: 0.995, 95%CI:0.991-0.999; p = 0.017), and modified Thrombolysis in Cerebral Infarction (mTICI) score 2b to 3 (aOR: 8.330, 95%CI: 2.705-25.653; p < 0.001) were independent predictors of good outcomes after intravenous tirofiban with endovascular thrombectomy for large vessel occlusion stroke.
    CONCLUSIONS: Younger age, lower serum glucose level, lower baseline NIHSS score, fewer total passes, shorter punctures to recanalization time, and mTICI scores of 2b to 3 were independent predictors of good outcomes after intravenous tirofiban with endovascular thrombectomy for large vessel occlusion stroke.
    UNASSIGNED: ChiCTR-IOR-17014167.
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  • 文章类型: Journal Article
    目的:本研究旨在开发和验证徒劳再化预测评分(FRPS),一种新的工具,旨在预测FR的严重风险,并有助于EVT前后的风险评估。方法:使用严格的过程开发FRPS,该过程涉及根据临床相关性和潜在影响选择预测变量。初始方程来自先前的荟萃分析,并使用各种统计技术进行了完善。我们采用了机器学习算法,特别是随机森林回归,捕获非线性关系并增强模型性能。使用五个折叠的交叉验证来评估泛化性和模型拟合。结果:最终的FRPS模型包括年龄、性别,心房颤动(AF),高血压(HTN),糖尿病(DM),高脂血症,认知障碍,卒中前改良Rankin量表(mRS),收缩压(SBP),从开始到穿刺的时间,sICH,和NIHSS得分。随机森林模型实现了约0.992的平均R平方值。FRPS评分的严重程度范围定义为轻度(FRPS<66),中等(FRPS66-80),严重(FRPS>80)。结论:FRPS通过预测FR的严重风险为治疗计划和患者管理提供了有价值的见解。该工具可以改善最有可能受益于EVT的候选者的识别,并提高EVT后的预后准确性。需要在不同环境中进行进一步的临床验证,以评估其有效性和可靠性。
    Objective: This study aims to develop and validate the Futile Recanalization Prediction Score (FRPS), a novel tool designed to predict the severity risk of FR and aid in pre- and post-EVT risk assessments. Methods: The FRPS was developed using a rigorous process involving the selection of predictor variables based on clinical relevance and potential impact. Initial equations were derived from previous meta-analyses and refined using various statistical techniques. We employed machine learning algorithms, specifically random forest regression, to capture nonlinear relationships and enhance model performance. Cross-validation with five folds was used to assess generalizability and model fit. Results: The final FRPS model included variables such as age, sex, atrial fibrillation (AF), hypertension (HTN), diabetes mellitus (DM), hyperlipidemia, cognitive impairment, pre-stroke modified Rankin Scale (mRS), systolic blood pressure (SBP), onset-to-puncture time, sICH, and NIHSS score. The random forest model achieved a mean R-squared value of approximately 0.992. Severity ranges for FRPS scores were defined as mild (FRPS < 66), moderate (FRPS 66-80), and severe (FRPS > 80). Conclusions: The FRPS provides valuable insights for treatment planning and patient management by predicting the severity risk of FR. This tool may improve the identification of candidates most likely to benefit from EVT and enhance prognostic accuracy post-EVT. Further clinical validation in diverse settings is warranted to assess its effectiveness and reliability.
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