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ABSTRACT: Background and purpose
We aimed to develop a model predicting early recanalization after intravenous tissue plasminogen activator (t-PA) treatment in large-vessel occlusion.Methods
Using data from two different multicenter prospective cohorts, we determined the factors associated with early recanalization immediately after t-PA in stroke patients with large-vessel occlusion, and developed and validated a prediction model for early recanalization. Clot volume was semiautomatically measured on thin-section computed tomography using software, and the degree of collaterals was determined using the Tan score. Follow-up angiographic studies were performed immediately after t-PA treatment to assess early recanalization.Results
Early recanalization, assessed 61.0±44.7 minutes after t-PA bolus, was achieved in 15.5% (15/97) in the derivation cohort and in 10.5% (8/76) in the validation cohort. Clot volume (odds ratio [OR], 0.979; 95% confidence interval [CI], 0.961 to 0.997; P=0.020) and good collaterals (OR, 6.129; 95% CI, 1.592 to 23.594; P=0.008) were significant factors associated with early recanalization. The area under the curve (AUC) of the model including clot volume was 0.819 (95% CI, 0.720 to 0.917) and 0.842 (95% CI, 0.746 to 0.938) in the derivation and validation cohorts, respectively. The AUC improved when good collaterals were added (derivation cohort: AUC, 0.876; 95% CI, 0.802 to 0.950; P=0.164; validation cohort: AUC, 0.949; 95% CI, 0.886 to 1.000; P=0.036). The integrated discrimination improvement also showed significantly improved prediction (0.097; 95% CI, 0.009 to 0.185; P=0.032).Conclusions
The model using clot volume and collaterals predicted early recanalization after intravenous t-PA and had a high performance. This model may aid in determining the recanalization treatment strategy in stroke patients with large-vessel occlusion.
SUBMITTER: Kim YD
PROVIDER: S-EPMC8189851 | biostudies-literature | 2021 May
REPOSITORIES: biostudies-literature
Kim Young Dae YD Nam Hyo Suk HS Yoo Joonsang J Park Hyungjong H Sohn Sung-Il SI Hong Jeong-Ho JH Kim Byung Moon BM Kim Dong Joon DJ Bang Oh Young OY Seo Woo-Keun WK Chung Jong-Won JW Lee Kyung-Yul KY Jung Yo Han YH Lee Hye Sun HS Ahn Seong Hwan SH Shin Dong Hoon DH Choi Hye-Yeon HY Cho Han-Jin HJ Baek Jang-Hyun JH Kim Gyu Sik GS Seo Kwon-Duk KD Kim Seo Hyun SH Song Tae-Jin TJ Kim Jinkwon J Han Sang Won SW Park Joong Hyun JH Lee Sung Ik SI Heo JoonNyung J Choi Jin Kyo JK Heo Ji Hoe JH
Journal of stroke 20210531 2
<h4>Background and purpose</h4>We aimed to develop a model predicting early recanalization after intravenous tissue plasminogen activator (t-PA) treatment in large-vessel occlusion.<h4>Methods</h4>Using data from two different multicenter prospective cohorts, we determined the factors associated with early recanalization immediately after t-PA in stroke patients with large-vessel occlusion, and developed and validated a prediction model for early recanalization. Clot volume was semiautomatically ...[more]