Clot-based radiomics features predict first pass effect in acute ischemic stroke

2021 ◽  
pp. 159101992110191
Author(s):  
Orkun Sarioglu ◽  
Fatma C Sarioglu ◽  
Ahmet E Capar ◽  
Demet FB Sokmez ◽  
Berna D Mete ◽  
...  

Purpose Our aim was to evaluate the performance of clot-based radiomics features (RFs) for predicting first pass effect (FPE) in patients with acute ischemic stroke (AIS). The secondary purpose was to search for any other variables associated with FPE. Materials and methods Patients who underwent mechanical thrombectomy (MT) for anterior circulation large vessel stroke in a single center were retrospectively reviewed. Patients were divided into two groups: FPE and non-FPE. Two observers extracted RFs from the clot on pretreatment noncontrast computed tomography (NCCT) images. Demographic, clinical, periprocedural, and RFs were compared between the groups and receiver operating characteristic (ROC) curves were constructed. Logistic regression analysis was used to determine the independent predictors of FPE. Results Fifty-two patients (27 female, 25 male; mean age 64.50 ± 15.15) who were treated by stent retrievers as the first option were included in the study. FPE was achieved in 25 patients (25/52, 48.1%). Twelve RFs were significantly different between patients with FPE and non-FPE. The long-run low gray-level emphasis (odds ratio = 44.24, p = 0.003) and the zone percentage (odds ratio = 16.88, p = 0.017) were found as independent predictors of FPE. Female sex and a baseline ASPECT score of >8.5 were the other independent variables to predict FPE. The diagnostic accuracy to predict FPE was observed as 83% when using all independent predictors in our predictive model. Conclusions Clot-based RFs on NCCT may help to estimate the success of the intended outcome of MT in patients with AIS.

2015 ◽  
Vol 8 (3) ◽  
pp. 230-234 ◽  
Author(s):  
Annika Kowoll ◽  
Anushe Weber ◽  
Anastasios Mpotsaris ◽  
Daniel Behme ◽  
Werner Weber

IntroductionOver the past decade, endovascular techniques for the treatment of acute ischemic stroke have emerged significantly. However, revascularization rates are limited at approximately 80%, and mechanical thrombectomy procedures still last about 1 h. Therefore, we investigated the novel direct aspiration first pass technique for its efficacy and safety.MethodsOur neurointerventional database was screened for patients who received mechanical thrombectomy for acute ischemic stroke using the Penumbra 5MAX ACE aspiration catheter on an intention to treat basis between November 2013 and June 2014. Procedural data, including modified Thrombolysis in Cerebral Infarction (mTICI) score, procedural timings, and complications, as well as clinical data at admission and discharge, were analyzed.Results54 patients received mechanical thrombectomy using the 5MAX ACE. Median age was 69 (39–94) years (54% were men). Baseline National Institutes of Health Stroke Scale (NIHSS) score was 15 (2–27) and 44/54 (81%) patients received intravenous thrombolysis. Vessel occlusion sites were 91% anterior circulation and 9% posterior circulation. A successful revascularization result (mTICI ≥2b) was achieved in 93% of cases whereas direct aspiration alone was successful in 30/54 (56%) cases; among these, median time from groin puncture to revascularization was 30 min (9–113). Symptomatic intracranial hemorrhage occurred in 2/54 (4%) patients, and embolization to new territories in 3/54 (6%). Median NIHSS at discharge was 6 (0–24); 46% of patients were independent at discharge.ConclusionsThe direct aspiration first pass technique proofed to be fast, effective, and safe. Promising revascularization results can be achieved quickly in more than 50% of patients using this technique as the firstline option. Nevertheless, stent retrievers are still warranted in approximately 40% of cases to achieve a favorable revascularization result.


Stroke ◽  
2021 ◽  
Vol 52 (Suppl_1) ◽  
Author(s):  
Ameer E Hassan ◽  
Mahmoud Dibas ◽  
Amr Ehab El-Qushayri ◽  
Sherief Ghozy ◽  
Adam A Dmytriw ◽  
...  

Background: Mechanical thrombectomy (MT) has significantly improved outcomes of acute ischemic stroke (AIS) patients due to large vessel occlusion (LVO). The first-pass effect (FPE), defined as achieving complete reperfusion (mTICI3/2c) with a single pass, was reported to be associated with higher functional independence rates following EVT and has been emphasized as an important procedural target. We compared MT outcomes in patients who achieved FPE to those who did not in a real world large database. Method: A retrospective analysis of LVO pts who underwent MT from a single center prospectively collected database. Patients were stratified into those who achieved FPE and non-FPE. The primary outcome (discharge and 90 day mRS 0-2) and safety (sICH, mortality and neuro-worsening) were compared between the two groups. Results: Of 580 pts, 261 (45%) achieved FPE and 319 (55%) were non-FPE. Mean age was (70 vs 71, p=0.051) and mean initial NIHSS (16 vs 17, p=0.23) and IV tPA rates (37% bs 36%, p=0.9) were similar between the two groups. Other baseline characteristics were similar. Non-FPE pts required more stenting (15% vs 25%, p=0.003), and angioplasty (19% vs 29%, p=0.01). The FPE group had significantly more instances of discharge (33% vs 17%, p<0.001), and 90-day mRS score 0-2 (29% vs 20%, p<0.001), respectively. Additionally, the FPE group had a significant lower mean discharge NIHSS score (12 vs 17, p<0.001). FPE group had better safety outcomes with lower mortality (14.2% vs 21.6%, p=0.03), sICH (5.7% vs 13.5, p=0.004), and neurological worsening (71.3% vs 78.4%, p=0.02), compared to the non-FPE group. Conclusion: Patients with first pass complete or near complete reperfusion with MT had higher functional independence rates, reduced mortality, symptomatic hemorrhage and neurological worsening. Improvement in MT devices and techniques is vital to increase first pass effect and improve clinical outcomes.


Author(s):  
Jawid Madjidyar ◽  
Lars Nerkada ◽  
Naomi Larsen ◽  
Fritz Wodarg ◽  
Johannes Hensler ◽  
...  

Purpose A direct aspiration first pass technique (ADAPT) is an effective thrombectomy option in patients with acute ischemic stroke. Balloon guide catheters (BGC) seem to improve the efficacy of stent retrievers and ADAPT. The last generation 6F aspiration catheters require 9F BGCs, which are rigid devices that are challenging to position in a tortuous anatomy. In this experimental study the efficacy of 6F ADAPT alone and 5F ADAPT combined with 8F BGC was evaluated. Materials and Methods Either a fibrin rich (white) clot or an RBC rich (red) clot was placed in the M1 segment of a transparent silicon phantom. Physiological hemodynamic conditions were maintained. The clots were retrieved by 6F aspiration catheter via 8F long sheath or 5F aspiration catheter via a flexible 8F BGC. Thrombectomy was performed under direct visual control. The primary endpoints were the number of passes and the number of distal emboli. Results Ten experiments were made with each clot model and thrombectomy technique (n = 40). Full recanalization could be achieved in every experiment. First pass mTICI 3 could be achieved by 6F ADAPT in 80 % of red clots and 90 % of white clots. Distal emboli were caused in 10 % and 20 %, respectively. When using 5F ADAPT combined with BGC, a first pass mTICI 3 rate of 90 % in red clots and 100 % in white clots could be achieved. A 10 % rate of distal emboli occurred in both groups. In almost all experiments (both techniques), the thrombi clogged the aspiration catheter. No statistically significant differences could be found between the techniques and clot models. Conclusion 6F ADAPT without BGC was as effective as 5F ADAPT combined with a flexible 8F BGC, with both techniques showing high first-pass recanalization rates and low distal emboli rates. Especially in the case of a tortuous anatomy, these setups should be considered as alternatives to a rigid 9F BGC. The thrombus compositions seemed to be irrelevant in this setting. Key Points:  Citation Format


2020 ◽  
pp. 174749302092305 ◽  
Author(s):  
Federico Di Maria ◽  
Maéva Kyheng ◽  
Arturo Consoli ◽  
Jean-Philippe Desilles ◽  
Benjamin Gory ◽  
...  

Background The first-pass effect, defined as a complete or near-complete recanalization after one pass (first-pass effect) of a mechanical thrombectomy device, has been related to better clinical outcome than good recanalization after more than one pass in acute ischemic stroke. We searched for predictors of first-pass effect by analyzing the results within a large prospective multicentric registry. Methods We included patients treated by mechanical thrombectomy for isolated anterior intracranial occlusions. A multi-variate logistic regression analysis was carried out to search for predictors of first-pass effect. We also analyzed the percentage of patients with 90-day modified Rankin Scale score 0 to 2, excellent outcome (90-day modified Rankin Scale 0 to 1), 24-h NIHSS change, and 90-day all-cause mortality. Results Among the 1832 patients included, clinical outcome at 90 days was significantly better in first-pass effect patients (50.6% vs. 38.9% in patients without first-pass effect), with a center-adjusted OR associated with first-pass effect of 1.74 (95%CI, 1.24 to 1.77). Older age, a lower systolic blood pressure, an MCA-M1 occlusion, higher DWI-ASPECTS at admission, mechanical thrombectomy under local anesthesia, and combined first-line device strategy were independent predictors of first-pass effect. Conclusions In this study, a strategy combining thrombectomy and thrombo-aspiration was more effective than other strategies in achieving first-pass effect. In addition, we confirm that clinical outcome was better in patients with first-pass effect compared to non-first-pass effect patients.


2018 ◽  
Vol 10 (Suppl 1) ◽  
pp. i4-i7 ◽  
Author(s):  
Aquilla S Turk ◽  
Don Frei ◽  
David Fiorella ◽  
J Mocco ◽  
Blaise Baxter ◽  
...  

BackgroundThe development of new revascularization devices has improved recanalization rates and time, but not clinical outcomes. We report a prospectively collected clinical experience with a new technique utilizing a direct aspiration first pass technique with large bore aspiration catheter as the primary method for vessel recanalization.Methods98 prospectively identified acute ischemic stroke patients with 100 occluded large cerebral vessels at six institutions were included in the study. The ADAPT technique was utilized in all patients. Procedural and clinical data were captured for analysis.ResultsThe aspiration component of the ADAPT technique alone was successful in achieving Thrombolysis in Cerebral Infarction (TICI) 2b or 3 revascularization in 78% of cases. The additional use of stent retrievers improved the TICI 2b/3 revascularization rate to 95%. The average time from groin puncture to at least TICI 2b recanalization was 37 min. A 5MAX demonstrated similar success to a 5MAX ACE in achieving TICI 2b/3 revascularization alone (75% vs 82%, p=0.43). Patients presented with an admitting median National Institutes of Health Stroke Scale (NIHSS) score of 17.0 (12.0–21.0) and improved to a median NIHSS score at discharge of 7.3 (1.0–11.0). Ninety day functional outcomes were 40% (modified Rankin Scale (mRS) 0–2) and 20% (mRS 6). There were two procedural complications and no symptomatic intracerebral hemorrhages.DiscussionThe ADAPT technique is a fast, safe, simple, and effective method that has facilitated our approach to acute ischemic stroke thrombectomy by utilizing the latest generation of large bore aspiration catheters to achieve previously unparalleled angiographic outcomes.


2018 ◽  
Vol 128 (2) ◽  
pp. 567-574 ◽  
Author(s):  
Christopher J. Stapleton ◽  
Thabele M. Leslie-Mazwi ◽  
Collin M. Torok ◽  
Reza Hakimelahi ◽  
Joshua A. Hirsch ◽  
...  

OBJECTIVEEndovascular thrombectomy in patients with acute ischemic stroke caused by occlusion of the proximal anterior circulation arteries is superior to standard medical therapy. Stentriever thrombectomy with or without aspiration assistance was the predominant technique used in the 5 randomized controlled trials that demonstrated the superiority of endovascular thrombectomy. Other studies have highlighted the efficacy of a direct aspiration first-pass technique (ADAPT).METHODSTo compare the angiographic and clinical outcomes of ADAPT versus stentriever thrombectomy in patients with emergent large vessel occlusions (ELVO) of the anterior intracranial circulation, the records of 134 patients who were treated between June 2012 and October 2015 were reviewed.RESULTSWithin this cohort, 117 patients were eligible for evaluation. ADAPT was used in 47 patients, 20 (42.5%) of whom required rescue stentriever thrombectomy, and primary stentriever thrombectomy was performed in 70 patients. Patients in the ADAPT group were slightly younger than those in the stentriever group (63.5 vs 69.4 years; p = 0.04); however, there were no differences in the other baseline clinical or radiographic factors. Procedural time (54.0 vs 77.1 minutes; p < 0.01) and time to a Thrombolysis in Cerebral Infarction (TICI) scale score of 2b/3 recanalization (294.3 vs 346.7 minutes; p < 0.01) were significantly lower in patients undergoing ADAPT versus stentriever thrombectomy. The rates of TICI 2b/3 recanalization were similar between the ADAPT and stentriever groups (82.9% vs 71.4%; p = 0.19). There were no differences in the rates of symptomatic intracranial hemorrhage or procedural complications. The rates of good functional outcome (modified Rankin Scale Score 0–2) at 90 days were similar between the ADAPT and stentriever groups (48.9% vs 41.4%; p = 0.45), even when accounting for the subset of patients in the ADAPT group who required rescue stentriever thrombectomy.CONCLUSIONSThe present study demonstrates that ADAPT and primary stentriever thrombectomy for acute ischemic stroke due to ELVO are equivalent with respect to the rates of TICI 2b/3 recanalization and 90-day mRS scores. Given the reduced procedural time and time to TICI 2b/3 recanalization with similar functional outcomes, an initial attempt at recanalization with ADAPT may be warranted prior to stentriever thrombectomy.


Author(s):  
Uday Bhanu Kovilapu ◽  
Narendra Jain ◽  
Atul Mishra ◽  
Virender Malik

Abstract Background: The data pertaining to selecting an optimal first-line strategy (stent retriever [SR] vs. contact aspiration [CA]) based on noncontrast computed tomography (NCCT) in cases of acute ischemic stroke consequent to large vessel occlusion (LVO) is lacking. Aims: This article studies the influence of hyperdense vessel sign (HVS) in selecting optimal first-line strategy, with intention of increasing first-pass recanalization (FPR). Methods: Upfront approach at our center is SR technique with rescue therapy (CA) adoption consequent to three failed SR attempts to achieve successful recanalization. Data of patients with acute LVO who underwent mechanical thrombectomy from June 2017 to May 2020 was retrospectively analyzed. Patients were classified into HVS (+) and HVS (–) cohort. Rate of successful recanalization (first pass, early, and final) and efficacy of rescue therapy was assessed between the two cohorts. Results: Of 52 patients included, 28 and 24 were assigned to the HVS (+) and HVS (–) cohort, respectively. FPR was observed in 50% of HVS (+) and 20.9% of HVS (–) (p = 0.029). Early recanalization was documented in 64.2% of HVS (+) and 37.5% of HVS (–) (p = 0.054). Rescue therapy need was higher in patients not demonstrating HVS (p = 0.062). Successful recanalization was achieved with rescue therapy in 50% of HVS (–) group. Conclusion: A higher FPR is achievable following individualized first-pass strategy (based on NCCT appearance of clot), instead of a generalized SR first-pass approach. This CT imaging-based strategy is a step closer to achieving primary angiographic goal of FPR.


Neurology ◽  
2021 ◽  
pp. 10.1212/WNL.0000000000012827
Author(s):  
Adam de Havenon ◽  
Alicia Castonguay ◽  
Raul Nogueira ◽  
Thanh N. Nguyen ◽  
Joey English ◽  
...  

ObjectiveTo determine the impact of endovascular therapy for large vessel occlusion stroke in patients with pre-morbid disability versus those without.MethodsWe performed a post-hoc analysis of the TREVO Stent-Retriever Acute Stroke (TRACK) Registry, which collected data on 634 consecutive stroke patients treated with the Trevo device as first-line EVT at 23 centers in the United States. We included patients with internal carotid or middle cerebral (M1/M2 segment) artery occlusions and the study exposure was patient- or caregiver-reported premorbid modified Rank Scale (mRS) ≥2 (premorbid disability, PD) versus premorbid mRS score 0-1 (no premorbid disability, NPD). The primary outcome was no accumulated disability, defined as no increase in 90-day mRS from the patient’s pre-morbid mRS.ResultsOf the 634 patients in TRACK, 407 patients were included in our cohort, of which 53/407 (13.0%) had PD. The primary outcome of no accumulated disability was achieved in 37.7% (20/53) of patients with PD and 16.7% (59/354) of patients with NPD (p<0.001), while death occurred in 39.6% (21/53) and 14.1% (50/354) (p<0.001), respectively. The adjusted odds ratio of no accumulated disability for PD patients was 5.2 (95% CI 2.4-11.4, p<0.001) compared to patients with NPD. However, the adjusted odds ratio for death in PD patients was 2.90 (95% CI 1.38-6.09, p=0.005).ConclusionsIn this study of anterior circulation acute ischemic stroke patients treated with EVT, we found that premorbid disability was associated with a higher probability of not accumulating further disability compared to patients with no premorbid disability, but also with higher probability of death.Classification of EvidenceThis study provides Class II evidence that in anterior circulation acute ischemic stroke treated with EVT, patients with premorbid disability compared to those without disability were more likely not to accumulate more disability but were more likely to die.



Stroke ◽  
2012 ◽  
Vol 43 (suppl_1) ◽  
Author(s):  
Amrou Sarraj ◽  
Andrew D Barreto ◽  
Karen Albright ◽  
Clark Sitton ◽  
Jeanie Choi ◽  
...  

Background: Intra-arterial therapy (IAT) is an approach to promote recanalization of large artery occlusions (LAO) in acute ischemic stroke (AIS) but is resource intensive. Previous studies evaluated different variables that affect clinical outcome after IAT. To better identify patients who have poor outcomes despite IAT, we compared the performance of previous predictive scoring systems that relied either on clinical or imaging variables in patients undergoing IAT. We then combined imaging and clinical variables to optimize a score that would better predict poor outcome after IAT for AIS. Methods: We studied consecutive AIS patients undergoing IAT at UT-Houston for LAO (MCA or ICA) from 01/03 to 05/11. We collected demographics and clinical variables and analyzed CT head scans using the ASPECTS scores by raters blinded to outcomes. Independent predictors of poor outcome (mRS 4–6) with p values ≤0.1 were evaluated as score variables using sensitivity analysis and logistic regression. Spearman’s correlation and ROC curves were used to evaluate the final score. Houston Intra-arterial Therapy 2 (HIAT2) score ranged from 0–10 with points for: age (≤59=0, 60–79=2, ≥80 years=4), Glucose (<150=0, ≥150=1), NIHSS (≤10=0), 11–20=1, ≥21=2), ASPECTS (8–10=0, ≤ 7=3). The score was created using 75% of the dataset (build group) and tested on the remaining 25% (test group). Previously published prediction scores (HIAT, THRIVE, ASPECTS) were compared against HIAT2. Results: Table 1 shows the clinical features for the 163 patients collected. Fig 1 shows the proportion of poor outcome based on HIAT-2. Patients with HIAT2 ≥ 5 were more likely to have a poor outcome at discharge (OR 6.43, 95% CI 2.75–15.02, p<.001). After adjusting for reperfusion (TICI≥2b, p=.7) and time from symptom onset to recanalization (p=.4), HIAT2 remained a significant independent predictor of poor outcome (OR 5.88, 95% CI 1.96–17.64, p=.02). Fig 2 shows the performance of HIAT2 against THRIVE, HIAT and ASPECTS as well as the validation of HIAT-2. Conclusions: Clinical prediction scores for patients undergoing IAT (HIAT, THRIVE) proved superior to the ASPECTS score. The HIAT2 score, which combines clinical and imaging variables, performed better than all previous scores in predicting the chance of poor outcome after IAT for anterior circulation LAO.


Stroke ◽  
2019 ◽  
Vol 50 (11) ◽  
pp. 3164-3169 ◽  
Author(s):  
Eve Drouard-de Rousiers ◽  
Ludovic Lucas ◽  
Sébastien Richard ◽  
Arturo Consoli ◽  
Mikaël Mazighi ◽  
...  

Background and Purpose— Nonagenarians represent a growing stroke population characterized by a higher frailty. Although endovascular therapy (ET) is a cornerstone of the management of acute ischemic stroke related to large vessel occlusion, the benefit of reperfusion among nonagenarians is poorly documented. We aimed to assess the impact of ET-related reperfusion on the functional outcome of reperfusion in this elderly population. Methods— A retrospective analysis of clinical and imaging data from all patients aged over 90 included in the ETIS (Endovascular Treatment in Ischemic Stroke) registry between October 2013 and April 2018 was performed. Association between post-ET reperfusion and favorable (modified Rankin Scale [0–2] or equal to prestroke value) and good (modified Rankin Scale [0–3] or equal to prestroke value) outcome were evaluated. Demographic and procedural predictors of functional outcome, including the first-pass effect, were evaluated. Results were adjusted for center, admission National Institutes of Health Stroke Scale, and use of intravenous thrombolysis. Results— Among the 124 nonagenarians treated with ET, those with successful reperfusion had the lowest 90-day modified Rankin Scale (odds ratio, 3.26; 95% CI, 1.04–10.25). Only patients with successful reperfusion after the first pass (n=53, 56.7%) had a reduced 90-day mortality (odds ratio, 0.15; 95% CI, 0.05–0.45) and an increased rate of good outcome (odds ratio, 4.55; 95% CI, 1.38–15.03). No increase in the rate of intracranial hemorrhage was observed among patients successfully reperfused. Conclusions— Successful reperfusion improves the functional outcome of nonagenarians who should not be excluded from ET. The first-pass effect should be considered in the procedural management of this frail population.


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