Neurosciences Intensive Care Unit, Department of Neurology, University of Chicago Medicine and Biological Sciences, Chicago, IL, USA; Department of Neurological surgery, University of Chicago Medicine and Biological Sciences, Chicago, IL, USA.
Neurosciences Intensive Care Unit, Department of Neurology, University of Chicago Medicine and Biological Sciences, Chicago, IL, USA.
J Stroke Cerebrovasc Dis. 2021 Sep;30(9):105996. doi: 10.1016/j.jstrokecerebrovasdis.2021.105996. Epub 2021 Jul 22.
We hypothesize that procedure deployment rates and technical performance with minimally invasive surgery and thrombolysis for intracerebral hemorrhage (ICH) evacuation (MISTIE) can be enhanced in post-trial clinical practice, per Phase III trial results and lessons learned.
We identified ICH patients and those who underwent MISTIE procedure between 2017-2021 at a single site, after completed enrollments in the Phase III trial. Deployment rates, complications and technical outcomes were compared to those observed in the trial. Initial and final hematoma volume were compared between site measurements using ABC/2, MISTIE trial reading center utilizing manual segmentation, and a novel Artificial Intelligence (AI) based volume assessment.
Nineteen of 286 patients were eligible for MISTIE. All 19 received the procedure (6.6% enrollment to screening rate 6.6% compared to 1.6% at our center in the trial; p=0.0018). Sixteen patients (84%) achieved evaculation target < 15 mL residual ICH or > 70% removal, compared to 59.7% in the trial surgical cohort (p=0.034). No poor catheter placement occurred and no surgical protocol deviations. Limitations of ICH volume assessments using the ABC/2 method were shown, while AI based methodology of ICH volume assessments had excellent correlation with manual segmentation by experienced reading centers.
Greater procedure deployment and higher technical success rates can be achieved in post-trial clinical practice than in the MISTIE III trial. AI based measurements can be deployed to enhance clinician estimated ICH volume. Clinical outcome implications of this enhanced technical performance cannot be surmised, and will need assessment in future trials.
我们假设,根据 III 期临床试验结果和经验教训,微创脑出血清除术(MISTIE)治疗脑出血(ICH)的手术部署率和技术性能可以在临床试验后得到提高。
我们在一项单中心研究中,于 2017 年至 2021 年期间,确定了完成 III 期临床试验入组后的 ICH 患者和接受 MISTIE 手术的患者。将手术部署率、并发症和技术结果与临床试验中观察到的结果进行比较。使用 ABC/2 比较站点测量的初始和最终血肿量、MISTIE 试验阅读中心使用手动分割和基于人工智能(AI)的新容积评估。
在 286 名患者中,19 名符合 MISTIE 条件。19 名患者均接受了手术(入组至筛查率为 6.6%,而我们中心在临床试验中的该比例为 1.6%;p=0.0018)。与试验手术组的 59.7%相比,16 名患者(84%)达到了<15ml 残留 ICH 或>70%清除的抽吸目标(p=0.034)。没有发生不良导管放置或手术方案偏离。ABC/2 方法评估 ICH 容积存在局限性,而基于 AI 的 ICH 容积评估方法与经验丰富的阅读中心的手动分割具有极好的相关性。
与 MISTIE III 临床试验相比,在临床试验后临床实践中可以实现更高的手术部署率和更高的技术成功率。可以部署基于 AI 的测量方法来增强临床医生对 ICH 容积的估计。这种增强的技术性能对临床结果的影响尚无法推断,需要在未来的试验中进行评估。