tissue plasminogen activator

组织型纤溶酶原激活剂
  • 文章类型: Journal Article
    研究阿替普酶和阿司匹林对伴有轻度非致残性神经功能缺损的急性缺血性卒中患者功能预后的影响。在这个单一中心,随机对照研究,选取我院2021年1月至2022年1月收治的急性缺血性脑卒中伴轻度非致残性神经功能缺损患者60例,随机分为研究组(n=30)和对照组(n=30),对照组给予阿司匹林治疗,研究组给予阿替普酶治疗,以及神经系统恢复的变化,日常生活能力,锻炼能力,平衡能力,认知功能,观察两组患者的短期预后结果.分析影响阿替普酶治疗急性缺血性脑卒中患者近期疗效的因素。研究组T1、T2时美国国立卫生研究院神经功能缺损评分(NIHSS)评分均低于对照组,但是Barthel指标(BI)的分数,Fugl-Meyer运动评估量表(FMA),研究组的Berg平衡量表(BBS)和蒙特利尔认知评估量表(MoCA)均高于对照组,差异有统计学意义(P<0.05)。两组患者的短期预后结果差异无统计学意义(P>.05)。使用阿替普酶或阿司匹林对急性缺血性卒中和轻度非致残性神经功能缺损患者的短期功能预后的影响差异不大。
    Investigate the effect of Alteplase and Aspirin on the functional outcomes of patients with acute ischemic stroke with mild non-disabling neurological deficit. In this single-center, randomized controlled study, we selected 60 patients with acute ischemic stroke with mild non-disabling neurological deficit admitted to our hospital from January 2021 to January 2022, and randomly divided them into the study group (n = 30) and the control group (n = 30), the control group was given the Aspirin treatment, the study group was given the Alteplase treatment, and the changes in neurological recovery, daily living ability, exercise ability, balance ability, cognitive function, and short-term prognosis outcomes were observed in these 2 groups. The factors influencing the short-term outcome of Alteplase therapy in patients with acute ischemic stroke were analyzed. The National Institutes of Health Neurological Deficit Score (NIHSS) scores at T1 and T2 of the study group were lower than those in the control group, but the scores of Barthel indicators (BI), Fugl-Meyer Motor Assessment Scale (FMA), Berg Balance Scale (BBS) and Montreal Cognitive Assessment Scale (MoCA) of the study group were higher than those in the control group, and the difference was statistically significant (P < .05). The short-term prognostic outcomes of these 2 groups were not significantly different (P > .05). The effect of the use of Alteplase or Aspirin on short-term functional outcomes in patients with acute ischemic stroke and mild non-disabling neurological deficit is not much different.
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  • 文章类型: Journal Article
    目的:除了纤溶活性外,组织纤溶酶原激活剂(tPA)/纤溶酶系统已被报道切割肽淀粉样β,减轻阿尔茨海默病中脑淀粉样蛋白沉积。由于人胰岛淀粉样多肽(hIAPP)的聚集对β细胞具有毒性,我们试图确定纤溶系统的激活是否也可以减少胰岛淀粉样蛋白沉积及其细胞毒性作用,这两者都在2型糖尿病中观察到。
    方法:在不存在或存在淀粉样蛋白抑制剂刚果红的情况下培养的来自淀粉样蛋白易感hIAPP转基因小鼠的分离胰岛或非转基因对照胰岛中测量Plat(编码tPA)的表达和纤溶酶活性。在hIAPP处理的原代胰岛内皮细胞中也测定了Plat表达,骨髓源性巨噬细胞(BMDM)和INS-1细胞,以确定响应于hIAPP聚集而产生tPA的胰岛细胞类型。使用无细胞硫黄素-T测定和MS分别监测hIAPP聚集动力学并研究hIAPP的纤溶酶裂解。在用有或没有纤溶酶的hIAPP处理的INS-1β细胞中评估细胞活力。最后,为了证实人体样本中的发现,在来自有和没有2型糖尿病的供体的新鲜分离的胰岛中测量PLAT表达。
    结果:在来自转基因小鼠的分离胰岛中,胰岛Plat表达和纤溶酶活性随着淀粉样蛋白沉积的过程而显着增加(p≤0.01,n=5);在非转基因小鼠的胰岛中未观察到这些作用,并且被刚果红阻断(p≤0.01,n=4)。作为对hIAPP曝光的回应,与载体处理的细胞相比,BMDM和INS-1细胞中的Plat表达增加(p≤0.05,n=4),但不在胰岛内皮细胞中。纤溶酶在无细胞系统中以剂量依赖性方式减少hIAPP原纤维形成,并恢复了hIAPP诱导的INS-1β细胞中细胞活力的丧失(p≤0.01,n=5)。纤溶酶裂解的单体hIAPP,诱导全长hIAPP的丰度迅速降低以及hIAPP1-11和12-37片段的出现。hIAPP12-37,其中包含关键的淀粉样区域,对INS-1细胞没有毒性。最后,来自2型糖尿病供体(n=4)的胰岛与来自无2型糖尿病供体(n=7)的胰岛中PLAT表达显着增加2.4倍(p≤0.05)。
    结论:在具有hIAPP聚集的胰岛中,纤溶系统上调。纤溶酶快速降解hIAPP,限制其聚集成淀粉样蛋白,从而保护β细胞免受hIAPP诱导的毒性。因此,增加胰岛纤溶酶活性可能是限制2型糖尿病患者β细胞丢失的策略.
    OBJECTIVE: Apart from its fibrinolytic activity, the tissue plasminogen activator (tPA)/plasmin system has been reported to cleave the peptide amyloid beta, attenuating brain amyloid deposition in Alzheimer\'s disease. As aggregation of human islet amyloid polypeptide (hIAPP) is toxic to beta cells, we sought to determine whether activation of the fibrinolytic system can also reduce islet amyloid deposition and its cytotoxic effects, which are both observed in type 2 diabetes.
    METHODS: The expression of Plat (encoding tPA) and plasmin activity were measured in isolated islets from amyloid-prone hIAPP transgenic mice or non-transgenic control islets expressing non-amyloidogenic mouse islet amyloid polypeptide cultured in the absence or presence of the amyloid inhibitor Congo Red. Plat expression was also determined in hIAPP-treated primary islet endothelial cells, bone marrow-derived macrophages (BMDM) and INS-1 cells, in order to determine the islet cell type(s) producing tPA in response to hIAPP aggregation. Cell-free thioflavin-T assays and MS were used to respectively monitor hIAPP aggregation kinetics and investigate plasmin cleavage of hIAPP. Cell viability was assessed in INS-1 beta cells treated with hIAPP with or without plasmin. Finally, to confirm the findings in human samples, PLAT expression was measured in freshly isolated islets from donors with and without type 2 diabetes.
    RESULTS: In isolated islets from transgenic mice, islet Plat expression and plasmin activity increased significantly with the process of amyloid deposition (p≤0.01, n=5); these effects were not observed in islets from non-transgenic mice and were blocked by Congo Red (p≤0.01, n=4). In response to hIAPP exposure, Plat expression increased in BMDM and INS-1 cells vs vehicle-treated cells (p≤0.05, n=4), but not in islet endothelial cells. Plasmin reduced hIAPP fibril formation in a dose-dependent manner in a cell-free system, and restored hIAPP-induced loss of cell viability in INS-1 beta cells (p≤0.01, n=5). Plasmin cleaved monomeric hIAPP, inducing a rapid decrease in the abundance of full-length hIAPP and the appearance of hIAPP 1-11 and 12-37 fragments. hIAPP 12-37, which contains the critical amyloidogenic region, was not toxic to INS-1 cells. Finally, PLAT expression was significantly increased by 2.4-fold in islets from donors with type 2 diabetes (n=4) vs islets from donors without type 2 diabetes (n=7) (p≤0.05).
    CONCLUSIONS: The fibrinolytic system is upregulated in islets with hIAPP aggregation. Plasmin rapidly degrades hIAPP, limiting its aggregation into amyloid and thus protecting beta cells from hIAPP-induced toxicity. Thus, increasing islet plasmin activity might be a strategy to limit beta cell loss in type 2 diabetes.
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  • 文章类型: Journal Article
    越来越多的证据表明,脑源性神经营养因子(BDNF)可以被视为重度抑郁症的生物标志物。我们先前的工作发现,成熟BDNF(mBDNF)与前体BDNF(proBDNF)的比例是抑郁症(MDD)发病机理的关键因素。但这一比率背后的机制仍然模糊。组织型纤溶酶原激活物(tPA)和纤溶酶原激活物抑制剂-1(PAI-1)均通过调节BDNF/proBDNF的比例在抑郁症中发挥重要作用。在目前的研究中,我们分析了BDNF,proBDNF,治疗前后57例MDD患者和57例健康对照者外周血中的tPA和PAI-1。我们证实BDNF和tPA水平显著下降,而MDD组治疗前proBDNF和PAI-1水平明显升高。SSRIs治疗4周后,BDNF和tPA水平升高,而proBDNF和PAI-1水平降低。与MDD后治疗组和对照组相比,MDD治疗组的BDNF与proBDNF的比率最低。尽管MDD预处理中tPA/PAI-1的比值尚未达到显著性,它仍然是三组中最低的。tPA+PAI+BDNF组合对MDD的诊断价值最好。总之,我们的数据表明,tPA和PAI-1之间的相互作用可能通过调节BDNF/proBDNF比值与MDD和抗抑郁治疗有关.tPA的组合,PAI-1和BDNF可能为MDD诊断提供有用的方法。
    Increasing evidence demonstrates that brain-derived neurotrophic factor (BDNF) can be regarded as a biomarker for major depression. Our previous work found that the ratio of mature BDNF (mBDNF) to precursor-BDNF (proBDNF) was a pivotal factor in the pathogenesis of major depressive disorder (MDD). But the mechanism behind the ratio is still obscure. Tissue plasminogen activator (tPA) and plasminogen activator inhibitor-1 (PAI-1) both play essential roles in depression by regulating the ratio of BDNF/proBDNF. In present study, we analyzed BDNF, proBDNF, tPA and PAI-1 in the peripheral blood in 57 MDD patients pre- and post-treatment and in 57 healthy controls. We verified that BDNF and tPA levels were significantly decreased, whereas proBDNF and PAI-1 levels elevated obviously in MDD group pre-treatment. And after 4 weeks SSRIs treatment, the BDNF and tPA levels increased while the proBDNF and PAI-1 levels reduced. The MDD pre-treatment group had the lowest ratio of BDNF to proBDNF compared to MDD post-treatment group and control group. Though the ratio of tPA/PAI-1 in MDD pre-treatment had not reached the significance, it was still the lowest one among the three groups. The combination of tPA+PAI+BDNF showed the best diagnostic value for MDD. In summary, our data suggested that the interaction between tPA and PAI-1 implicated to the MDD and the antidepressant treatment which might through regulating the BDNF/proBDNF ratio. The combination of tPA, PAI-1 and BDNF might offer a helpful way for MDD diagnosis.
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  • 文章类型: Journal Article
    背景:Plana玻璃体切除术(PPV)联合视网膜下注射低剂量重组组织型纤溶酶原激活剂(rt-PA)和玻璃体内注射康柏西普作为一种治疗黄斑下出血(SMH)的新疗法,需要进行评估。
    方法:在一项回顾性介入临床研究中,14例SMH患者的14只眼接受了PPV以及rt-PA(视网膜下)和康柏西普(玻璃体内)注射。主要结果包括最佳矫正视力(BCVA),程度的血液移位,和不良事件。所有患者完成至少6个月的随访。
    结果:平均BCVA在第7天显著改善(22.29±15.35),1个月(30.71±16.42),3个月(38.29±13.72),4个月(38.86±14.15),与基线(16.36±13.97)相比,治疗后6个月(41.21±14.91)(F=12.89,P=0.004)。BCVA的改善高峰出现在术后6个月。该程序有效消除了所有眼睛的中心凹下出血,凝块清除和吸收发生在一个月内,并通过3个月的随访完全消退。术后,2例AMD导致眼底盘状瘢痕。在随访期间未观察到rt-PA相关视网膜毒性的实例。
    结论:PPV与低剂量rt-PA和抗VEGF的联合方法在SMH治疗中显示出增强视力和解剖结构的前景。应制定针对原发性疾病的个性化治疗计划,以优化视觉预后。
    背景:回顾性注册编号:ChiCTR2100053034。注册日期:2021年10月11日。
    BACKGROUND: Pars Plana Vitrectomy (PPV) combined with subretinal injection of low-dose recombinant tissue plasminogen activator (rt-PA) and intravitreal injection of Conbercept as a novel therapy for submacular hemorrhage (SMH) requires evaluation.
    METHODS: In a retrospective interventional clinical study, 14 eyes of 14 patients with SMH underwent PPV along with rt-PA (subretinal) and Conbercept (intravitreal) injections. The main outcomes included best-corrected visual acuities (BCVAs), degrees of blood displacement, and adverse events. All patients completed at least 6-month follow-up visits.
    RESULTS: Mean BCVAs significantly improved at 7 days (22.29 ± 15.35), 1 month (30.71 ± 16.42), 3 months (38.29 ± 13.72), 4 months (38.86 ± 14.15), and 6 months (41.21 ± 14.91) post-treatment compared to baseline (16.36 ± 13.97) (F = 12.89, P = 0.004). The peak improvement in BCVAs occurred at 6 months postoperatively. The procedure effectively eliminated subfoveal hemorrhages in all eyes, with clots removal and absorption occurring within one month and complete regression by 3-month follow-up visits. Postoperatively, two cases of AMD resulted in discoid scars on the fundus. No instances of rt-PA-related retinal toxicity were observed during the follow-up period.
    CONCLUSIONS: The combined approach of PPV with low-dose rt-PA and anti-VEGF shows promise in enhancing both vision and anatomical structure in SMH therapy. Individualized treatment plans tailored to the primary disease should be developed to optimize visual prognoses.
    BACKGROUND: Retrospectively registered No.ChiCTR2100053034. Registration date: 10/11/2021.
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  • 文章类型: Journal Article
    背景:组织型纤溶酶原激活剂(tPA)是治疗急性缺血性卒中的有效方法。尽管在分支动脉粥样硬化疾病(BAD)给药时观察到最初的改善,一些案件随后恶化。缺乏有关这些患者特征的临床数据,tPA的益处尚不清楚。
    目的:分析BAD患者的反弹病例,阐明与tPA给药相关的临床特征和结局。
    方法:这项多中心回顾性研究在日本进行。状况初步改善后的恶化称为回弹,并将此类病例与其他类型的有或没有反弹的缺血性卒中患者进行比较。检查了反弹的BAD患者的特征。
    结果:该研究包括93例患者。在服用tPA的患者中,BAD患者在tPA后24h和7天的NIHSS评分明显高于其他类型梗死患者.BAD组的反弹率明显高于其他组(37.5%vs.0%,P<0.001)。然而,tPA给药后出现反弹的患者与未出现反弹的患者之间的结局无差异.
    结论:可能有必要重新评估和改变BAD患者使用tPA的策略。然而,这项研究并没有完全阻止它的使用,作为特定患者可以受益。
    BACKGROUND: Tissue plasminogen activator (tPA) is an effective treatment for acute ischemic stroke. Although initial improvement is observed when administered for branch atheromatous disease (BAD), some cases subsequently worsen. Clinical data on the characteristics of these patients is lacking, and the benefits of tPA are unclear.
    OBJECTIVE: To analyze rebound cases and elucidate the clinical characteristics and outcomes associated with tPA administration in BAD.
    METHODS: This multicenter retrospective study was conducted in Japan. Worsening after initial improvement of a condition is termed as rebound, and such cases were compared with other types of ischemic stroke in patients with and without rebound. The characteristics of patients with BAD who rebounded were examined.
    RESULTS: The study included 93 patients. Among the patients who were administered tPA, the NIHSS scores at 24 h and 7 days post-tPA were significantly higher in patients with BAD than in patients with other types of infarcts. The group with BAD exhibited a significantly higher rate of rebound than other groups (37.5 % vs. 0 %, P < 0.001). However, no differences were observed in outcomes between patients who experienced rebound after tPA administration and those who did not.
    CONCLUSIONS: Reevaluation and changing the strategy of tPA use in patients with BAD may be necessary. However, this study does not totally discourage its use, as specific patients can benefit.
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  • 文章类型: Journal Article
    目的:探讨住院工时对急性缺血性脑卒中患者接受阿替普酶静脉溶栓治疗3个月后转归的影响。
    方法:对2018年1月至2020年12月期间在医院工作高峰时间(08:00-17:59;A组)或非高峰时间(次日18:00-07:59;B组)接受阿替普酶静脉溶栓治疗的254例急性缺血性卒中患者进行回顾性分析。患者还根据他们接受治疗的四个高峰/非高峰时段中的哪一个进行了分类:第1组(08:00-11:59),第二组(12:00-17:59),第3组(18:00-21:59),第4组(次日22:00-07:59)。组间比较基线数据和3个月预后。采用Logistic回归分析探讨住院工时与3个月预后的相关性。
    结果:门到针时间没有显着差异,从开始到针头的时间,24小时美国国立卫生研究院卒中量表(NIHSS)评分,第1组至第4组之间或第A组和第B组之间的7天NIHSS评分或改良的Rankin评分是否在高峰时段或非高峰时段进行治疗均未显著影响3个月预后。
    结论:在这家医院,卒中患者接受治疗时间的差异与结局无关.
    OBJECTIVE: To investigate the effect of hospital working hours on outcomes of patients with acute ischemic stroke 3 months after receiving alteplase intravenous thrombolysis.
    METHODS: A retrospective analysis was performed on 254 individuals with acute ischemic stroke who received alteplase intravenous thrombolysis between January 2018 and December 2020 either during peak hospital working hours (08:00-17:59; Group A) or off-peak hours (18:00-07:59 the following day; Group B). Patients were also categorized according to which of four peak/off-peak-hour periods they received treatment in: Group 1 (08:00-11:59), Group 2 (12:00-17:59), Group 3 (18:00-21:59), Group 4 (22:00-07:59 the following day). Baseline data and 3-month prognosis were compared across groups. Logistic regression analysis was used to investigate the correlation between hospital working hours and 3-month prognosis.
    RESULTS: There were no significant differences in door-to-needle time, onset-to-needle time, 24-hour National Institutes of Health Stroke Scale (NIHSS) score, 7-day NIHSS score or Modified Rankin Score between Groups 1 to 4 or between Groups A and B. Whether treatment was administered during peak or off-peak hours did not significantly affect 3-month prognosis.
    CONCLUSIONS: At this hospital, differences in the time at which stroke patients were treated were not associated with outcomes.
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  • 文章类型: Journal Article
    胸膜腔内的出血可能导致持续的血块形成,称为保留血胸(RH)。RH容易组织,这损害了有效的排水,导致肺限制和呼吸困难。胸膜内纤溶疗法用于清除持续性组织凝块代替手术,但是纤溶素的选择,交付策略,和剂量尚未确定。我们使用最近建立的RH兔模型来测试胸膜腔内递送单链尿激酶(scuPA)是否可以最有效地清除RH。scuPA,或单链组织纤溶酶原激活剂(sctPA),在第7天以间隔8小时的一个或两个剂量通过胸廓造口管递送。使用经胸超声检查评估胸膜凝块溶解,胸部计算机断层扫描,二维和凝块位移测量,和总体分析。两种剂量的scuPA(1mg/kg)在解决RH和促进胸腔积液(PF)的引流方面比2mg/kg的推注剂量更有效。scuPAPF中的红细胞计数,或sctPA处理的兔子是相当的,未观察到明显的胸膜内出血。两种纤维蛋白溶素在清除血凝块和促进胸膜引流方面同样有效。炎症和组织的生物标志物在来自两组的PF中同样是相当的。研究结果表明,单药治疗可能有效清除RH;然而,胸膜腔内scuPA的临床优势仍有待未来的临床试验确定。
    Bleeding within the pleural space may result in persistent clot formation called retained hemothorax (RH). RH is prone to organization, which compromises effective drainage, leading to lung restriction and dyspnea. Intrapleural fibrinolytic therapy is used to clear the persistent organizing clot in lieu of surgery, but fibrinolysin selection, delivery strategies, and dosing have yet to be identified. We used a recently established rabbit model of RH to test whether intrapleural delivery of single-chain urokinase (scuPA) can most effectively clear RH. scuPA, or single-chain tissue plasminogen activator (sctPA), was delivered via thoracostomy tube on day 7 as either one or two doses 8 h apart. Pleural clot dissolution was assessed using transthoracic ultrasonography, chest computed tomography, two-dimensional and clot displacement measurements, and gross analysis. Two doses of scuPA (1 mg/kg) were more effective than a bolus dose of 2 mg/kg in resolving RH and facilitating drainage of pleural fluids (PF). Red blood cell counts in the PF of scuPA, or sctPA-treated rabbits were comparable, and no gross intrapleural hemorrhage was observed. Both fibrinolysins were equally effective in clearing clots and promoting pleural drainage. Biomarkers of inflammation and organization were likewise comparable in PF from both groups. The findings suggest that single-agent therapy may be effective in clearing RH; however, the clinical advantage of intrapleural scuPA remains to be established by future clinical trials.
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  • 文章类型: Journal Article
    缺血性卒中是一个重大的全球健康挑战。往往导致死亡或长期残疾,尤其是老年人,年龄增长是最不可改变的风险因素。由于大脑供血动脉阻塞,迄今为止,唯一可用的疗法旨在去除血凝块以恢复脑血流并拯救神经元细胞免于死亡。流行的治疗方法包括通过施用重组组织纤溶酶原激活剂(tPA)进行溶栓,尽管有关键的时间限制。及时干预势在必行,考虑到延迟溶栓会增加tPA渗入脑实质,造成有害影响。已经探索了保护tPA的血管益处同时保护脑细胞免受其毒性的策略。值得注意的是,给予神经毒肽(Ns),一种脑特异性tPA抑制剂,代表了一种这样的方法。缺血性中风后,Ns水平升高并与卒中后预后相关。在局灶性脑缺血的啮齿动物模型中的研究已经证明了Ns给药的有益效果。Ns治疗维持血脑屏障(BBB)完整性,减少冲程量。相反,Ns缺乏的动物表现出更大的中风损伤,增加BBB通透性和增强小胶质细胞活化。此外,Ns给药延长了tPA干预的治疗窗口,强调其在卒中管理中的潜力。值得注意的是,我们的研究揭示了细胞外囊泡(EV)中存在Ns,所有细胞释放的小膜包围颗粒,对细胞间通讯至关重要。EV通过细胞之间的货物转移影响中风后的疾病结果。阐明含有NS的EV的作用可以开辟迫切需要的新的治疗方法,以改善缺血性卒中后的预后。
    Ischemic stroke represents a significant global health challenge, often resulting in death or long-term disability, particularly among the elderly, where advancing age stands as the most unmodifiable risk factor. Arising from the blockage of a brain-feeding artery, the only therapies available to date aim at removing the blood clot to restore cerebral blood flow and rescue neuronal cells from death. The prevailing treatment approach involves thrombolysis by administration of recombinant tissue plasminogen activator (tPA), albeit with a critical time constraint. Timely intervention is imperative, given that delayed thrombolysis increases tPA leakage into the brain parenchyma, causing harmful effects. Strategies to preserve tPA\'s vascular benefits while shielding brain cells from its toxicity have been explored. Notably, administering neuroserpin (Ns), a brain-specific tPA inhibitor, represents one such approach. Following ischemic stroke, Ns levels rise and correlate with favorable post-stroke outcomes. Studies in rodent models of focal cerebral ischemia have demonstrated the beneficial effects of Ns administration. Ns treatment maintains blood-brain barrier (BBB) integrity, reducing stroke volume. Conversely, Ns-deficient animals exhibit larger stroke injury, increased BBB permeability and enhanced microglia activation. Furthermore, Ns administration extends the therapeutic window for tPA intervention, underscoring its potential in stroke management. Remarkably, our investigation reveals the presence of Ns within extracellular vesicles (EVs), small membrane-surrounded particles released by all cells and critical for intercellular communication. EVs influence disease outcome following stroke through cargo transfer between cells. Clarifying the role of EVs containing NS could open up urgently needed novel therapeutic approaches to improve post-ischemic stroke outcome.
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  • 文章类型: Journal Article
    背景:本研究的目的是利用机器学习技术建立预测模型,以预测接受重组组织型纤溶酶原激活剂(rt-PA)静脉溶栓治疗的急性缺血性卒中(AIS)患者发生溶栓抵抗(TR)的可能性。考虑到近一半的此类患者表现出不良的临床结局。
    方法:回顾性收集蚌埠医学院第一附属医院接受rt-PA静脉溶栓治疗的AIS患者的临床资料。溶栓抵抗定义为([入院时美国国立卫生研究院卒中量表(NIHSS)-24小时NIHSS]×100%/入院时NIHSS)≤30%。在这项研究中,我们开发了五种机器学习模型:逻辑回归(LR),极端梯度提升(XGBoost),支持向量机(SVM),最小绝对收缩和选择运算符(LASSO),和随机森林(RF)。我们使用接收器工作特性(ROC)曲线评估模型的性能,校正曲线,和决策曲线分析(DCA),并通过列线图呈现结果。
    结果:本研究共纳入218例AIS患者,接受静脉溶栓治疗,88例患者经历了TR。在五种机器学习模型中,LASSO模型表现最好。测试组的曲线下面积(AUC)为0.765(敏感性:0.767,特异性:0.694,准确性:0.727)。校准曲线中的表观曲线与理想曲线相似,DCA显示出正的净收益。与TR相关的主要特征包括入院时的NIHSS,血糖,白细胞计数,中性粒细胞计数,和血尿素氮.
    结论:具有多个临床变量的机器学习方法有助于早期筛查溶栓抵抗高风险患者,特别是在医疗资源有限的情况下。
    BACKGROUND: The objective of this study was to establish a predictive model utilizing machine learning techniques to anticipate the likelihood of thrombolysis resistance (TR) in acute ischaemic stroke (AIS) patients undergoing recombinant tissue plasminogen activator (rt-PA) intravenous thrombolysis, given that nearly half of such patients exhibit poor clinical outcomes.
    METHODS: Retrospective clinical data were collected from AIS patients who underwent intravenous thrombolysis with rt-PA at the First Affiliated Hospital of Bengbu Medical University. Thrombolysis resistance was defined as ([National Institutes of Health Stroke Scale (NIHSS) at admission - 24-hour NIHSS] × 100%/ NIHSS at admission) ≤ 30%. In this study, we developed five machine learning models: logistic regression (LR), extreme gradient boosting (XGBoost), support vector machine (SVM), the least absolute shrinkage and selection operator (LASSO), and random forest (RF). We assessed the model\'s performance by using receiver operating characteristic (ROC) curve, calibration curve, and decision curve analysis (DCA), and presented the results through a nomogram.
    RESULTS: This study included a total of 218 patients with AIS who were treated with intravenous thrombolysis, 88 patients experienced TR. Among the five machine learning models, the LASSO model performed the best. The area under the curve (AUC) on the testing group was 0.765 (sensitivity: 0.767, specificity: 0.694, accuracy: 0.727). The apparent curve in the calibration curve was similar to the ideal curve, and DCA showed a positive net benefit. Key features associated with TR included NIHSS at admission, blood glucose, white blood cell count, neutrophil count, and blood urea nitrogen.
    CONCLUSIONS: Machine learning methods with multiple clinical variables can help in early screening of patients at high risk of thrombolysis resistance, particularly in contexts where healthcare resources are limited.
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  • 文章类型: Journal Article
    背景:在延长的时间窗内,全剂量或减量组织纤溶酶原激活剂(tPA)用于桥机械血栓切除术(MT)的治疗结果差异尚未明确。我们旨在在标准和扩展窗口中显示具有不同tPA剂量的桥梁MT的实际结果。
    方法:回顾性分析2017年至2021年在两个卒中转诊中心接受MT治疗的前循环卒中患者。具有tPA的桥MT被分类为完全(0.9mg/kg)或减少(<0.9mg/kg)剂量。标准窗口(SW)队列定义为急性缺血性卒中发病6小时内进行的MT,而那些超过6小时的人作为扩展窗口(EW)队列。90天改良Rankin量表(mRS)评分,技术治疗成功,住院死亡率,并对治疗后出血情况进行分析。
    结果:总共423例患者符合纳入标准,其中218在SW中治疗,而205在电子战中治疗。在SW队列中,全剂量tPA组在90天(mRS0-3)时表现出更高的良好功能结局(GFO)比例(49%vs21%,p=0.0358)。SW的总体GFO高于EW队列(33%vs20%,p=0.0480)。在EW队列中,GFO在完全和减少剂量组之间相似。SW组与EW组的再灌注成功率较低(39%vs58%,p=0.0199)。
    结论:在现实世界的实践中,桥梁MT的GFO优于单独的MT。tPA剂量不是EWMT中GFO的决定因素。
    BACKGROUND: Differences of treatment outcome between full or reduced dose of tissue plasminogen activator (tPA) for bridge mechanical thrombectomy (MT) in the extended time window have not been clearly established. We aimed to present real-world results of bridge MT with different tPA dosages in the standard and extended windows.
    METHODS: Patients with anterior circulation stroke treated with MT between 2017 and 2021 at two stroke referral centers were retrospectively reviewed. Bridge MT with tPA were categorized as full (0.9 mg/kg) or reduced (<0.9 mg/kg) dose. Standard window (SW) cohort was defined as MT performed within 6 h of acute ischemic stroke onset, while those beyond 6 h as the extended window (EW) cohort. 90 days Modified Rankin Scale (mRS) score, technical treatment success, in-hospital mortality, and post-treatment hemorrhage were analyzed.
    RESULTS: A total of 423 patients met the inclusion criteria, 218 of which treated in the SW, while 205 treated in the EW. Within the SW cohort, the full-dose tPA group demonstrated a higher proportion of good functional outcome (GFO) at 90 days (mRS0-3) versus reduced (49% vs 21%, p = 0.0358). The overall GFO of SW was higher than that of the EW cohort (33% vs 20%, p = 0.0480). Within the EW cohort, GFO was similar between full and reduced dose groups. Successful reperfusion rate was lower in SW versus EW cohorts (39% vs 58%, p = 0.0199).
    CONCLUSIONS: In real-world practice, the GFO of bridge MT is better than MT alone. The tPA dosage is not a determining factor of GFO in EW MT.
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