endovascular embolization

血管内栓塞
  • 文章类型: Case Reports
    经鼻内窥镜视神经管减压术广泛用于治疗头和颅面部外伤后的外伤性视神经病变(TON)。术中出血是视神经管减压期间的灾难性手术并发症。
    我们介绍了两例TON患者,他们在内窥镜经鼻视神经管减压术中意外出现术中大出血。术中止血后,急诊脑血管造影显示颈内动脉假性动脉瘤的形成,立即用带有或不带有Onyx的线圈在球囊辅助下栓塞。其中一例还因术后脑脊液漏而复杂化,腰椎引流治疗失败,但经鼻内镜手术成功修复。
    术中破裂的ICA假性动脉瘤在TON患者中是一种罕见但灾难性的并发症。术中大量出血提示ICA假性动脉瘤破裂。术后应安排急诊血管造影和血管内治疗,以评估和修复脑血管损伤。在假性动脉瘤栓塞后,内镜经鼻手术修复抗腰椎引流的CSF渗漏可能是有效且安全的。
    UNASSIGNED: Endoscopic transnasal optic canal decompression is widely used in the treatment of traumatic optic neuropathy (TON) following head and craniofacial trauma. Intraoperative hemorrhage is a catastrophic surgical complication during optic canal decompression.
    UNASSIGNED: We present two cases of patients with TON who suffered unexpected intra-operative massive bleeding during endoscopic transnasal optic canal decompression. After intraoperative hemostasis was achieved, emergent cerebral angiograms demonstrated the formation of internal carotid pseudoaneurysms, which were immediately embolized with coils combined with or without Onyx with balloon assistance. One of these cases was also complicated by a postoperative cerebrospinal fluid leak, which failed to be treated with lumbar drainage but was successfully repaired with endoscopic transnasal surgery.
    UNASSIGNED: The intra-operative rupture of ICA pseudoaneurysm is a rare but catastrophic complication in TON patients. Intraoperative massive bleeding indicates rupture of ICA pseudoaneurysm. Postoperative emergency angiography and endovascular therapy should be arranged to evaluate and repair the cerebral vascular injury. Endoscopic trans-nasal surgery repairing CSF leaks resistant to lumbar drainage could be efficient and safe following pseudoaneurysm embolization.
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  • 文章类型: Journal Article
    目的:探讨后交通动脉(Pcom)动脉瘤血管内栓塞治疗合并动眼神经麻痹(OMNP)的效果及影响治疗效果的因素。
    方法:回顾性纳入Pcom动脉瘤合并OMNP的患者进行动脉瘤的血管内治疗。所有患者均接受了血管内治疗。临床效果,OMNP的程度,动脉瘤的大小,治疗类型,蛛网膜下腔出血(SAH),分析从发病到治疗的时间对OMNP的分辨率。
    结果:纳入了96例Pcom动脉瘤患者,并进行了血管内治疗,成功率100%。血管内治疗后立即,75个动脉瘤(75.75%)完全闭塞,24例(24.24%)接近完全闭塞。随访3~18(平均8.52±0.56)个月,63例患者(65.63%)实现OMNP完全缓解,21的部分分辨率(21.88%),和其他12个(12.50%)未恢复。OMNP开始时的程度,SAH,从发病到治疗的时间与OMNP的消退有显著相关性(P<0.05)。单因素分析显示,患者年龄较小,OMNP发作时的程度,蛛网膜下腔出血的存在,从发病到治疗的时间与OMNP的恢复显著相关(P<0.05)。多变量分析表明,年龄越小,OMNP发作时的程度,从发病到治疗的时间与OMNP的恢复显著相关(P<0.05)。
    结论:血管内栓塞治疗伴OMNP的Pcom动脉瘤可有效改善OMNP症状。特别是对于中度和较短OMNP病史的患者。年龄更小,动眼神经麻痹发作时的程度,从发病到治疗的时间可能显著影响动眼神经麻痹的恢复。
    OBJECTIVE: To investigate the effect of endovascular embolization of posterior communicating artery (Pcom) aneurysms on concomitant oculomotor nerve palsy (OMNP) and factors affecting the effect of treatment.
    METHODS: Patients with the Pcom aneurysms concomitant with OMNP were retrospectively enrolled for endovascular treatment of the aneurysms. All patients had the endovascular management. The clinical effect, degree of OMNP, size of the aneurysm, type of treatment, subarachnoid hemorrhage (SAH), and time from onset to treatment were analyzed on the resolution of OMNP.
    RESULTS: Ninety-six patients with 99 Pcom aneurysms were enrolled and treated endovascularly, with the success rate of 100%. Immediately after endovascular treatment, 75 aneurysms (75.75%) got complete occlusion, and 24 (24.24%) nearly complete occlusion. Followed up for 3-18 (mean 8.52±0.56) months, complete resolution of the OMNP was achieved in 63 patients (65.63%), partial resolution in 21 (21.88%), and non-recovery in the other 12 (12.50%). The degree of OMNP at onset, SAH, and time from onset to treatment were significantly (P<0.05) correlated with the resolution of OMNP. Univariate analysis revealed that younger age of the patient, degree of OMNP at onset, presence of subarachnoid hemorrhage, and time from disease onset to treatment were significantly (P<0.05) associated with the recovery of OMNP. Multivariate analysis revealed that the younger age, degree of OMNP at onset, and time from disease onset to treatment were significantly (P<0.05) associated with the recovery of OMNP.
    CONCLUSIONS: Endovascular embolization of Pcom aneurysms concomitant with OMNP can effectively improve the OMNP symptoms, especially for patients with moderate and a shorter history of OMNP. Younger age, degree of oculomotor nerve palsy at onset, and time from onset to treatment may significantly affect recovery of oculomotor nerve palsy.
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  • 文章类型: Journal Article
    探讨Tubridge引流器展开治疗颅内动脉瘤的安全性和效果。回顾性研究了85例接受Tubridge分流术治疗的颅内动脉瘤患者。包括基线数据在内的临床数据,治疗前后的动脉瘤参数,并评估随访结果.在85名患者中,男性35例(41.2%),女性50例(58.8%),年龄在17-77岁(平均56.7±11.1)岁,动脉瘤110例。五名(5.9%)患者最初因动脉瘤破裂而出现蛛网膜下腔出血。动脉瘤大小为2-30(平均8.6)mm,动脉瘤颈部为2-10.6(平均5.7±2.3)mm。部署了93个Tubridge支架。25例(29.4%)患者经历了辅助松动。支架展开后,进入动脉瘤的血流量明显减少。3例(3.5%)患者发生围手术期并发症,包括一名患者在栓塞期间的支架内血栓形成(1.2%),1例患者右侧结膜水肿(1.2%),1例急性多发性脑梗死(1.2%)。在3-36(平均15.3±5.6)个月后对67例(78.8%)患者进行了血管造影随访。在11名(16.4%或11/67)患者中,2例(3.0%)患者的O\'Kelly-Marotta(OKM)B级和9例(13.4%)C级患者的血流仍然进入动脉瘤,而在其他56个(83.6%或56/67)动脉瘤中实现了完全闭塞(OKMD级)。5例(7.5%)患者存在支架内狭窄,其中3例(4.5%)患者约为25%,2例(3.0%)患者约为50%。总之,Tubridge分流器可以安全有效地应用于颅内小动脉瘤和大动脉瘤的治疗,围手术期并发症发生率低,高度遮挡,尽管大型动脉瘤可能需要更长的手术时间和辅助卷绕,但随访时支架内狭窄率低。
    To investigate the safety and effect of Tubridge flow diverter deployment for the treatment of intracranial aneurysms, 85 patients with intracranial aneurysms treated with the Tubridge flow diverter were retrospectively enrolled. The clinical data including the baseline data, aneurysm parameters before and after treatment, and follow-up outcomes were assessed. Among 85 patients, there were 35 (41.2%) males and 50 females (58.8%) aged 17-77 (mean 56.7 ± 11.1) years with 110 aneurysms. Five (5.9%) patients initially presented with subarachnoid hemorrhage from aneurysm rupture. The aneurysm size was 2-30 (mean 8.6) mm, and the aneurysm neck was 2-10.6 (mean 5.7 ± 2.3) mm. Ninety-three Tubridge stents were deployed. Twenty-five (29.4%) patients experienced adjunctive loose coiling. Blood flow was significantly reduced from entering the aneurysm after stent deployment. Periprocedural complications occurred in three (3.5%) patients, including in-stent thrombosis during embolization in one patient (1.2%), conjunctiva edema on the right in one patient (1.2%), and acute multiple cerebral infarctions in one patient (1.2%). Angiographic follow-up was conducted in 67 (78.8%) patients 3-36 (mean 15.3 ± 5.6) months later. In 11 (16.4% or 11/67) patients, blood flow still entered the aneurysm with the O\'Kelly-Marotta (OKM) grade B in two (3.0%) patients and grade C in nine (13.4%), whereas complete occlusion (OKM grade D) was achieved in the other 56 (83.6% or 56/67) aneurysms. In-stent stenosis was present in five (7.5%) patients with approximately 25% stenosis in three (4.5%) patients and 50% in two (3.0%). In conclusion, the Tubridge flow diverter can be safely and efficiently applied in the treatment of small and large intracranial aneurysms, with a low periprocedural complication rate, a high occlusion degree, and a low in-stent stenosis rate at follow-up even though large aneurysms may necessitate a longer surgical time and adjunctive coiling.
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  • 文章类型: Journal Article
    很少报道栓塞后动静脉畸形(AVM)复发。本研究旨在探讨血管内栓塞治疗血管造影消失的AVM复发的潜在危险因素。这项研究回顾了2011年8月至2021年12月仅在前瞻性多中心注册中进行栓塞治疗的AVM,最终包括92例血管造影闭塞的AVM。通过随访数字减影血管造影(DSA)或磁共振成像(MRI)评估复发。使用Cox比例风险回归模型计算具有95%置信区间的风险比(HR)。19例AVM在随访影像学上显示复发。6个月时完全闭塞后的复发率,1年,两年为4.35%,9.78%,和13.0%,分别。多因素Cox回归分析确定弥漫性病灶(HR3.208,95%CI1.030-9.997,p=0.044)为复发的独立危险因素。Kaplan-Meier分析证实弥漫性病灶复发的累积风险较高(log-rank,p=0.016)。Further,在AVM破裂后栓塞时机对完全闭塞后复发的影响的探索性分析中,发现出血7天内的栓塞是独立的危险因素(HR4.797,95%CI1.379-16.689,p=0.014)。Kaplan-Meier分析证实,出血后7天内栓塞与破裂AVM复发的累积风险较高相关(log-rank,p<0.0001)。这项研究强调了弥漫性病灶作为AVM完全栓塞后复发的独立危险因素的意义。我们确定了与破裂AVM早期栓塞相关的潜在复发风险.
    Arteriovenous malformation (AVM) recurrence after embolization was rarely reported. This study aimed to explore the potential risk factors of recurrence in angiographically obliterated AVMs treated with endovascular embolization. This study reviewed AVMs treated with embolization only in a prospective multicenter registry from August 2011 to December 2021, and ultimately included 92 AVMs who had achieved angiographic obliteration. Recurrence was assessed by follow-up digital subtraction angiography (DSA) or magnetic resonance imaging (MRI). Hazard ratios (HRs) with 95% confidence intervals were calculated using Cox proportional hazards regression models. Nineteen AVMs exhibited recurrence on follow-up imaging. The recurrence rates after complete obliteration at 6 months, 1 year, and 2 years were 4.35%, 9.78%, and 13.0%, respectively. Multivariate Cox regression analysis identified diffuse nidus (HR 3.208, 95% CI 1.030-9.997, p=0.044) as an independent risk factor for recurrence. Kaplan-Meier analysis confirmed a higher cumulative risk of recurrence with diffuse nidus (log-rank, p=0.016). Further, in the exploratory analysis of the effect of embolization timing after AVM rupture on recurrence after the complete obliteration, embolization within 7 days of the hemorrhage was found as an independent risk factor (HR 4.797, 95% CI 1.379-16.689, p=0.014). Kaplan-Meier analysis confirmed that embolization within 7 days of the hemorrhage was associated with a higher cumulative risk of recurrence in ruptured AVMs (log-rank, p<0.0001). This study highlights the significance of diffuse nidus as an independent risk factor for recurrence after complete embolization of AVMs. In addition, we identified a potential recurrent risk associated with early embolization in ruptured AVMs.
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  • 文章类型: Journal Article
    探讨血管内栓塞和开颅手术夹闭治疗脑动脉瘤的安全性和结果。
    我们收集了106例接受手术治疗的脑动脉瘤患者的临床资料(血管内栓塞,A组,n=55;开颅手术夹闭,B组,n=51),于2020年1月至2021年5月在宜昌市第一人民医院就诊。我们比较了手术治疗指标,治疗费用,治疗前后的神经功能,术后并发症发生率及随访1年后的预后情况。
    血管内栓塞(A组)与较短的平均手术时间和住院时间有关,术中平均出血量较低,平均治疗费用高于开颅夹闭(B组)(P<0.05)。与术前神经功能评分比较,两组患者术后评分均下降,A组术后平均评分明显低于B组(P<0.05)。与B组相比,A组患者的总体并发症发生率较低(P<0.05。A组患者预后良好的比例较高(P<0.05)。
    血管内栓塞治疗脑动脉瘤是安全的,因为它可以缩短手术时间和住院时间,减少神经损伤和并发症的发生率,预后良好.然而,治疗费用更高。当经济条件允许时,可以选择血管内栓塞来治疗脑动脉瘤。
    UNASSIGNED: To investigate the safety and outcomes of endovascular embolization and craniotomy clipping in the treatment of cerebral aneurysms.
    UNASSIGNED: We collected the clinical data of 106 patients with cerebral aneurysm who underwent surgical treatment (endovascular embolization, Group-A, n=55; craniotomy clipping, Group-B, n=51) in the First People\'s Hospital of Yichang from January 2020 to May 2021. We compared surgical treatment indexes, treatment costs, neurological function before and after the treatment, incidence of postoperative complications and the prognosis after one-year follow-up between the two groups.
    UNASSIGNED: Endovascular embolization (Group-A) was associated with a shorter mean operation time and hospital stay, a lower mean intraoperative bleeding amount, and a higher mean treatment cost than craniotomy clipping (Group-B) (P<0.05). Compared with the pre-operative neurological function scores, the scores of both groups decreased after the surgery, and the mean post-operative score of Group-A was significantly lower than that of Group-B (P<0.05). Compared with Group-B , patients in Group-A had a lower overall complication rate (P < 0.05. Higher proportion of patients in Group-A had a good prognosis (P < 0.05).
    UNASSIGNED: Endovascular embolization for the treatment of cerebral aneurysms is safe as it can shorten the operation time and hospital stay, reduce the incidence of neurological injury and complications, and have a favorable prognosis. However, the treatment is more expensive. Endovascular embolization can be selected for the treatment of cerebral aneurysms when economic conditions allow it.
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  • 文章类型: Journal Article
    目的:复杂的脑动静脉畸形(AVM)需要血管内栓塞和显微外科切除的联合治疗,以消除病变并最大程度地保护神经系统。而故意的时间间隔可能有助于最佳的临床结局。本研究旨在探讨这一范式的可行性。
    方法:对所有在2015年至2023年之间进行了有意计划的术前栓塞和显微手术切除的患者进行了回顾,有了基线数据,术后并发症,并记录随访结果。采用改良Rankin量表(mRS)评价临床结局,mRS0-2定义为良好。
    结果:本研究共纳入30例患者(15例AVM破裂)。基线AVM的中值Spetzler-Martin等级(SM)为3(四分位距[IQR]:2-3)。末次栓塞和显微手术之间的中位间隔为5天(IQR:2.25-7)。完全去除率为100%,总的永久性并发症发生率为16.67%。在最后一次随访中,26例患者达到mRS0-2,而28例mRS改善或未改变。末次随访mRS较基线和出院时显著改善(P=0.0006和P=0.006)。在AVM破裂队列中,在4.4天的拐点(β=-0.65,P=0.02)之前,每增加一天的时间间隔,最后一次随访mRS降低0.65。
    结论:故意分期的栓塞和显微外科手术联合手术可能是SM2-5AVM的安全有效策略,尽管需要进一步的研究来证实这些发现,但4-5天可能是AVMs破裂的适当分期时间间隔。
    Complex cerebral arteriovenous malformations (AVMs) require a combined therapy of endovascular embolization and microsurgical resection to eliminate the lesion and maximize neurological protection, while a deliberate time interval might contribute to optimal clinical outcomes. The present study aimed to explore the feasibility of this paradigm.
    All patients who underwent deliberately planned presurgery embolization and microsurgery resection between 2015 and 2023 were reviewed, with baseline data, postoperative complications, and follow-up outcomes recorded. The modified Rankin scale (mRS) was used to evaluate clinical outcomes, with mRS 0-2 defined as good.
    A total of 30 patients were included in the study (15 were ruptured AVMs). The median Spetzler-Martin grade of baseline AVMs was 3 (interquartile range: 2-3). The median interval between the last embolization and microsurgery was 5 days (interquartile range: 2.25-7). The complete removal rate was 100%, and the overall permanent complication rate was 16.67%. At the last follow-up, 26 patients achieved mRS 0-2, while 28 had improved or unaltered mRS. The last follow-up mRS significantly improved from baseline and discharge (P = 0.0006 and P = 0.006). The last follow-up mRS decreased by 0.65 for each additional day of time interval before the 4.4-day inflection point (β = -0.65, P = 0.02) in the AVM ruptured cohort.
    The deliberately staged combined procedure of embolization and microsurgery might be a safe and efficacious strategy for Spetzler-Martin grade 2-5 AVMs, 4-5 days might be an appropriate staged time interval for ruptured AVMs, although further studies are needed to substantiate these findings.
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  • 文章类型: Journal Article
    UNASSIGNED:我们介绍了使用微导管引导的隔室填塞(MCP)技术对急性破裂的复杂脑内动脉瘤(ARCIA)进行血管内栓塞的初步经验,并评估了安全性,可行性,和这种技术的效率。
    未经评估:本次回顾,单中心研究纳入了在2021年1月至2022年1月期间在我们机构接受了使用MCP技术治疗ARCIA的线圈栓塞术的28例患者.MCP技术是将微导管放置在动脉瘤内的不同隔室中以同时或顺序地展开线圈。患者人口统计学,动脉瘤特征,程序参数,咬合程度,并发症,并对临床结果进行分析。采用改良Rankin量表(mRS)评分评价临床结局。
    未经证实:在使用MCP技术成功治疗的28例患者中,根据立即的栓塞后血管造影结果,24个(85.7%)动脉瘤被认为是完全闭塞(RaymondI)。并发症发生在2/28治疗中,包括导丝穿孔伴蛛网膜下腔出血和脑血管痉挛相关性脑梗死。血管造影随访显示25/28动脉瘤完全闭塞。血管内线圈栓塞后,26例(92.9%)患者的90天预后良好(mRS0-2)。
    未经评估:MCP技术很简单,安全,而且有效,当用于治疗ARCIA时,实现良好的包装密度和初始闭塞率。
    UNASSIGNED: We present our initial experience using the microcatheter-guided compartment packing (MCP) technique for endovascular embolization of acutely ruptured complex intracerebral aneurysms (ARCIAs) and evaluate the safety, feasibility, and efficiency of this technique.
    UNASSIGNED: This retrospective, single-center study included 28 patients who underwent coil embolization using the MCP technique for ARCIAs at our institution between January 2021 and January 2022. The MCP technique was the placement of microcatheters in different compartments within the aneurysm to deploy the coils simultaneously or sequentially. Patient demographics, aneurysm characteristics, procedural parameters, grade of occlusion, complications, and clinical results were analyzed. The clinical outcomes were evaluated with modified Rankin Scale (mRS) scores.
    UNASSIGNED: Of the 28 patients successfully treated with the MCP technique, 24 (85.7%) aneurysms were considered as complete occlusions (Raymond I) based on the immediate postembolization angiogram results. Complications occurred in 2/28 treatments, including guidewire perforation with subarachnoid hemorrhage and cerebral vasospasm-related cerebral infarction. An angiography follow-up demonstrated complete occlusion in 25/28 aneurysms. Twenty-six (92.9%) patients had favorable 90-day outcomes (mRS 0-2) after the endovascular coil embolization.
    UNASSIGNED: The MCP technique is simple, safe, and effective, achieving good packing density and initial occlusion rate when used to treat ARCIAs.
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  • 文章类型: Case Reports
    头皮动静脉畸形(AVM)是仅在小病例系列中报道的罕见血管畸形。头皮AVM通常会出现症状,包括头痛,耳鸣,癫痫,脑缺血,头皮坏死,这可能会导致功能性,化妆品,和心理问题。头皮AVM由于其血管解剖复杂的特点,在治疗上存在许多困难,非均匀结构,颅内外吻合.
    为了说明通过直接经皮穿刺对头皮AVM进行血管内治疗,而传统的动脉和静脉方法不可用。在这份报告中,通过直接穿刺扩大的额静脉获得进入。Onyx-18通过微导管注射以阻塞引流静脉,拳头连接,和喂食器。将18号留置针直接插入引流静脉。栓塞后血管造影显示sAVM立即完全闭塞,没有非靶向栓塞。在1年的随访中,未观察到手术相关并发症和复发证据.
    直接经皮穿刺血管内栓塞技术是安全的,快速,对特定的sAVM有效。治疗方案应该根据尺寸来选择,病变的血管解剖特征,患者的偏好,美容因素,和可用的专业知识。
    UNASSIGNED: Scalp arteriovenous malformations (AVM) are rare vascular malformations reported only in small case series. Scalp AVMs usually present with symptoms, including headache, tinnitus, epilepsy, cerebral ischemia, and necrosis of the scalp, which can cause functional, cosmetic, and psychological problems. There are many difficulties in the treatment of scalp AVM because of its complex characteristics of vascular anatomy, non-uniform structure, and intracranial-extracranial anastomosis.
    UNASSIGNED: To illustrate the endovascular treatment of scalp AVM via direct percutaneous puncture while traditional arterial and venous approaches were not available. In this report, access was obtained through a direct puncture of the enlarged frontal vein. Onyx-18 was injected through a microcatheter to occlude draining veins, fistulous connection, and the feeders. An 18-gauge indwelling needle was inserted into draining veins directly. Postembolization angiography demonstrated complete sAVM occlusion immediately and no non-targeted embolization. At a 1-year follow-up, no procedure-related complications and evidence of recurrence were observed.
    UNASSIGNED: The technique of endovascular embolization via direct percutaneous puncture approach is safe, rapid, and effective for specific sAVM. Treatment options should be made in terms of size, vascular anatomical characteristics of the lesions, patient\'s preference, cosmetic factors, and available expertise.
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  • 文章类型: Journal Article
    比较混合显微手术和栓塞与多阶段手术治疗脑动静脉畸形(bAVM)患者的临床结果。
    我们回顾性分析了来自多中心的bAVM患者,2016年6月至2020年6月前瞻性收集数据库(NCT03774017)。根据患者接受治疗分为单阶段混合手术(HO)组和多阶段手术(MO)组,其中显微手术在单一设置或多阶段手术中进行栓塞,分别。两组病例1:1匹配。结果进行了组间比较,其中包括神经功能缺损(ND),围手术期破裂,和完全切除的比例。分析与ND相关的变量。
    总共,在544个病例中,有198个被确认,包括HO组中的120个和MO组中的78个。在这项病例对照研究中,每组66例病例匹配,共132例患者。平均年龄29.2岁,男性82人(62.1%)。两组之间的基线人口统计学和临床特征没有显着差异。MO组在栓塞和显微手术之间的间隔中有7次破裂,而HO组则没有(P=0.023)。这导致MO组每年4.1%的破裂风险。HO组手术切除时间显著缩短(P=0.001)。与MO相比,HO更有利于避免短期NDS(3.0%对15.2%,P=0.021),但长期结果相似.HO模态(OR,0.110;95%CI:0.017-0.737;P=0.023)被确认为短期NDS的保护因素。
    HO是治疗复杂bAVM的有效装置,可避免间期出血风险并降低手术风险。我们还观察到HO和MO之间总体相似的闭塞率和由此产生的临床结果。
    UNASSIGNED: To compare the clinical outcomes of hybrid microsurgery and embolization with multi-staged procedure for patients harboring brain arteriovenous malformations (bAVMs).
    UNASSIGNED: We retrospectively reviewed bAVM patients from a multicenter, prospectively collected database (NCT03774017) between June 2016 and June 2020. Patients were divided into single-staged hybrid operation (HO) group and multi-staged operation (MO) group according to the received treatment, in which microsurgeries were performed with embolization in a single setting or with multi-stage procedure, respectively. Cases were 1:1 matched between the two groups. Outcomes were compared between groups, which included neurological deficits (NDs), perioperative rupture, and proportion of complete resection. Variables associated with NDs were analyzed.
    UNASSIGNED: In total, 198 out of 544 cases were identified, including 120 in the HO group and 78 in the MO group. Sixty-six cases were matched in each group resulting in a total of 132 patients in this case-controlled study. Mean age was 29.2 years old, with 82 (62.1%) being male. No significant difference was observed in baseline demographics and clinical characteristics between the two groups. There were 7 ruptures occurred in the interval between embolization and microsurgery for MO group while none in the HO group (P=0.023). This yielded a rupture risk of 4.1% per year for the MO group. Duration of surgical resection was significantly reduced in HO group (P=0.001). Compared to MO, HO was more favorable to avoid short-term NDs (3.0% vs. 15.2%, P=0.021), but long-term outcomes were similar. The HO modality (OR, 0.110; 95% CI: 0.017-0.737; P=0.023) was confirmed as the protective factor for short-term NDs.
    UNASSIGNED: HO is an effective setup to treat complex bAVMs with avoiding interval hemorrhage risk and reducing surgical risk. We also observed overall similar obliteration rate and resulting clinical outcomes between HO and MO.
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  • 文章类型: Journal Article
    提出一种机器学习(ML)模型,预测立体定向放射外科(SRS)对部分栓塞后残留的脑动静脉畸形(bAVM)的有利结果。
    回顾性分析了130例接受部分栓塞后接受SRS治疗的bAVM患者。患者随机分成训练数据集(n=100)和测试数据集(n=30)。从SRS治疗前的图像中提取影像组学和剂量学特征。进行特征选择以选择适当的放射组学和剂量学特征。应用三种ML算法分别使用选定的特征构建模型。总共训练了9个模型来预测bAVM的有利结果(无并发症的消除)。使用平均准确度(ACC)和受试者工作特征曲线下面积(AUC)在测试数据集上评估这些模型的功效。
    该队列的闭塞率为70.77%(130个中的92个),平均随访时间为43.8个月(范围,12-108个月)。89例患者(68.46%)取得了良好的预后。选择4个影像组学特征和7个剂量学特征用于ML模型构建。剂量支持向量机(SVM)模型在训练数据集上表现最佳,ACC为0.74,AUC为0.78。剂量SVM模型在测试数据集上也表现出最佳性能,ACC为0.83,AUC为0.77。
    剂量学特征是部分栓塞bAVM后接受SRS治疗的患者预后的良好预测因子。ML模型的使用是预测SRS治疗后部分栓塞bAVM的有利结果的创新方法。
    To propose a machine learning (ML) model predicting the favorable outcome of stereotactic radiosurgery (SRS) for residual brain arteriovenous malformation (bAVM) after partial embolization.
    One hundred and thirty bAVM patients who underwent partial embolization followed by SRS were reviewed retrospectively. Patients were split at random split into training datasets (n = 100) and testing datasets (n = 30). Radiomics and dosimetric features were extracted from pre-SRS treatment images. Feature selection was performed to select appropriate radiomics and dosimetric features. Three ML algorithms were applied to construct models using selected features respectively. A total of 9 models were trained to predict favorable outcomes (obliteration without complication) of bAVMs. The efficacy of these models was evaluated on the testing dataset using mean accuracy (ACC) and area under the receiver operating characteristic curve (AUC).
    The obliteration rate of this cohort was 70.77% (92 of 130) with a mean follow-up of 43.8 months (range, 12-108 months). Favorable outcomes were achieved in 89 patients (68.46%). Four radiomics features and 7 dosimetric features were selected for ML model construction. The dosimetric support vector machines (SVM) model showed the best performance on the training dataset, with an ACC of 0.74 and AUC of 0.78. The dosimetric SVM model also showed the best performance on the testing dataset, with an ACC of 0.83 and AUC of 0.77.
    Dosimetric features are good predictors of prognosis for patients with partially embolized bAVM followed by SRS therapy. The use of ML models is an innovative method for predicting favorable outcomes of partially embolized bAVM followed by SRS therapy.
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