Figures
Abstract
Endovascular thrombectomy (EVT) has revolutionized large vessel occlusion (LVO) stroke management, but often requires advanced imaging. The collateral pattern on CT angiograms may be an alternative because a symmetric collateral pattern correlates with a slowly growing, small ischemic core. We tested the hypothesis that such patients will have favorable outcomes after EVT. Consecutive patients (n = 74) with anterior LVOs who underwent EVT were retrospectively analyzed. Inclusion criteria were available CTA and 90-day modified Rankin Scale (mRS). CTA collateral patterns were symmetric in 36%, malignant in 24%, or other in 39%. Median NIHSS was 11 for symmetric, 18 for malignant, and 19 for other (p = 0.02). Ninety-day mRS ≤2, indicating independent living, was achieved in 67% of symmetric, 17% of malignant, and 38% of other patterns (p = 0.003). A symmetric collateral pattern was a significant determinant of 90-day mRS ≤2 (aOR = 6.62, 95%CI = 2.24,19.53; p = 0.001) in a multivariable model that included age, NIHSS, baseline mRS, thrombolysis, LVO location, and successful reperfusion. We conclude that a symmetric collateral pattern predicts favorable outcomes after EVT for LVO stroke. Because the pattern also marks slow ischemic core growth, patients with symmetric collaterals may be suitable for transfer for thrombectomy. A malignant collateral pattern is associated with poor clinical outcomes.
Citation: Regenhardt RW, Lev MH, He J, Dmytriw AA, Vranic JE, Rabinov JD, et al. (2023) Symmetric collateral pattern on CTA predicts favorable outcomes after endovascular thrombectomy for large vessel occlusion stroke. PLoS ONE 18(5): e0284260. https://doi.org/10.1371/journal.pone.0284260
Editor: Yimin Chen, Foshan Sanshui District People’s Hospital, CHINA
Received: December 7, 2022; Accepted: March 27, 2023; Published: May 4, 2023
Copyright: © 2023 Regenhardt et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Data Availability: The data supporting these findings contain potentially sensitive information about clinical patients and are owned by Harvard Medical School and Massachusetts General Hospital. Per the institutional guidelines, data will be made available upon reasonable request to the ethics committee for review by the institutional review board (partnersirb@partners.org).
Funding: This study was funded by the National Institutes of Health, National Institute of Neurological Disorders and Stroke in the form of research grants to RWR [R25NS065743], RGG [U01EB025153], and ABS [U24NS107243], by the Society of Vascular and Interventional Neurology and the Heitman Foundation for Stroke in the form of a grant to RWR, and by GE Healthcare in the form of an institutional research grant to MHL. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have read the journal’s policy and have the following competing interests: Robert W. Regenhardt has served on a DSMB for Rapid Medical. Michael H. Lev has been a consultant for Takeda Pharm and GE Healthcare. Aman B. Patel has been a consultant for Penumbra, Medtronic, and Microvention. There are no other relevant competing interests. This does not alter our adherence to PLOS ONE policies on sharing data and materials. There are no patents, products in development or marketed products associated with this research to declare.
Introduction
There is an urgent need to expand endovascular thrombectomy (EVT) treatment for patients with large vessel occlusion (LVO) ischemic stroke [1]. While LVO stroke accounts for the largest proportion of stroke-related death and disability [2], the acute care of these patients has been revolutionized by EVT [3–5]. One approach to increase treatment is to identify patients who may benefit despite delays accompanying transfer to an EVT-capable center [6–8]. These ‘slow progressor’ patients may constitute a third or more of transferred patients. While they can be identified with advanced imaging such as diffusion MRI and CT perfusion (CTP) [9–11], these resources are not often available at community hospitals and underserved regions [12–14]. This is especially true for patients in the extended window or with unknown onset [15]. We recently demonstrated that patients who are slow progressors are identified by a symmetric collateral pattern on CTA [16].
Collaterals are alternative vessels, consisting of primary circle of Willis and secondary pial-pial leptomeningeal anastomoses, that can compensate for reduced blood flow in the setting of LVO [2]. Collateral patterns vary dramatically among patients with stroke and are highly related to infarct growth [17]. Indeed, the collateral pattern assessed by presentation CT angiography (CTA) may be an appropriate proxy for infarct volume and infarct growth rate [18]. Among patients with LVO not treated with reperfusion therapies, symmetric collateral pattern on CTA had a sensitivity of 87% and a specificity of 94% for 24-hour infarct volume <50 cc [16]. Herein, we tested the hypothesis that LVO patients will have better clinical outcomes after EVT if they have symmetric collaterals.
Methods
This study was approved by the Massachusetts General Hospital institutional review board. All research was performed in accordance with relevant guidelines and regulations. Informed consent was waived based on minimal patient risk and practical inability to perform the study without the waiver. Consecutive patients who underwent EVT for anterior circulation LVO over two years were identified from a prospectively maintained database at a single referral center [19]. Inclusion criteria were anterior circulation LVO involving the internal carotid (ICA), middle cerebral (MCA) M1 segment, or MCA M2 segment, treatment with EVT, available CTA for review, and prospectively recorded 90-day modified Rankin Scale (mRS) score. There were no missing data for included patients. Exclusion criteria were lack of LVO, posterior circulation occlusion, anterior cerebral (ACA) occlusion, MCA M3 segment occlusion or distal, and not selected for treatment with EVT. Local treatment selection guidelines during the study period stated that patients who met the following criteria were “likely to benefit”: last known well <24 hours, NIHSS ≥6, ASPECTS ≥6 within 6 hours, and significant mismatch by CTP/MRI within 6–24 hours. Patients who met the following were considered “unlikely to benefit”: last known well >24 hours, NIHSS <4, baseline mRS >3, limited life expectancy, ASPECTS ≤4 within 6 hours, and no mismatch or core >120mL by CTP/MRI [20].
CTA was performed using multi-detector scanners (GE Medical Systems) from the vertex to the aortic arch following injection of 65–140 ml of a nonionic contrast agent (Isovue; Bracco Diagnostics) at a rate of 3 to 4 ml/s. The median parameters were 1.25-mm slice thickness, 220 mm reconstruction diameter, 120 kV, and 657 mA. CTDIvol ranged from 65–95 mGY, and DLP ranged from 2593–3784 mGY-cm.
Collateral patterns were interpreted by CAQ-certified neuroradiologists with over 25 years’ experience interpreting acute stroke studies (RGG, MHL). Interpreters were blinded to clinical presentations, treatments, other imaging, and clinical outcomes. Patterns were determined by visual review of the maximum intensity projection arterial phase CTA images, which were classified as “symmetric”, “malignant”, or “other” [16]. Briefly, a symmetric pattern was defined as contrast visualized with similar or near similar conspicuity of the ischemic compared to the contralateral non-ischemic MCA territory. A malignant pattern was defined as no contrast visualized over at least 50% of the MCA territory at risk. “Other” was defined as any additional pattern, rated as intermediate between symmetric and malignant (Fig 1). The vessel occlusion site on CTA was documented as internal carotid artery (ICA) terminus, first (M1) middle cerebral artery (MCA) segment, and second (M2) MCA segment [21]. Cervical ICA stenosis was defined as >70% by NASCET criteria [22].
A symmetric pattern was defined as contrast visualized with similar conspicuity of the ischemic compared to the contralateral non-ischemic MCA territory. A malignant pattern was defined as no contrast visualized over at least 50% of the MCA territory at risk. “Other” was defined as any additional pattern, rated as intermediate between symmetric and malignant.
The local database included demographic information, medical history, clinical presentation, treatments, and outcomes for consecutive patients treated with EVT. Stroke severity (National Institutes of Health Stroke Scale, NIHSS) was determined as described [23]. Alteplase treatment decisions were guideline-based at the discretion of a vascular neurologist [24]. EVT treatment decisions were guideline-based at the discretion of the treating vascular neurologist and neurointerventionalist. Thrombolysis in cerebral infarction (TICI) scores were determined by a neurointerventionalist using the modified scale: 2a partial filling <50%, 2b partial filling ≥50%, 3 complete perfusion [4]. Successful reperfusion was defined as TICI 2b-3 [3]. Symptomatic intracerebral hemorrhage (sICH) was defined as any PH1 or PH2 by ECASS criteria associated with new symptoms during the hospitalization [25]. 90-day modified Rankin Scale (mRS) was obtained by telephone call or follow-up clinic visit [26, 27]. Good functional outcome was defined as 90-day mRS ≤2 [28].
Median and interquartile range (IQR) were reported for continuous nonparametric variables. Percent and count were reported for categorical variables. Differences among three groups of nonparametric continuous variables were assessed using the Kruskal Wallis test. Associations with good functional outcome were assessed by logistic regression. Variables of interest were selected a priori for their possible relevance to good functional outcome. Distributions were assumed nonparametric based on the Kolmogorov-Smirnov and Shapiro-Wilk tests. Two-tailed P values <0.05 were considered statistically significant. Analyses were performed with Prism version 6.01 (GraphPad) and SPSS version 23.0 (IBM Corp).
Results
Among 74 patients who met inclusion criteria from 2019 to 2020, the median age was 75 (IQR 58–82), and 49% were female (Table 1). Examples of the collateral grading system are shown in Fig 1.
Amongst our EVT-treated patients, collaterals were symmetric in 36%, malignant in 24%, or other in 39%. Comparing patients with these collateral patterns, there were no differences in demographics, risk factors, time from last known well, thrombolysis treatment, successful TICI 2b-3 reperfusion, or symptomatic intracranial hemorrhage. Median NIHSS was 11 (IQR 8–18) for symmetric, 18 (IQR 14–23) for malignant, and 19 (IQR 12–22) for other (p = 0.02). Intracranial ICA occlusions were present in 11% of symmetric, 28% of malignant, and 3% of other patterns (p = 0.04) (Table 1).
Ninety days after thrombectomy, patients were living independently (mRS ≤2) in 67% of patients with symmetric collaterals. Only 17% of those with malignant collaterals had favorable outcomes after 3 months while over 50% were deceased. Only 38% of those with the other pattern had 90-day mRS ≤2. These differences are highly significant (p = 0.003) (Table 1 and Fig 2).
The patient collateral pattern was also a significant determinant of 90-day mRS ≤2 (aOR = 6.62, 95%CI = 2.24,19.53; p = 0.001) in a multivariable model that included age (aOR = 0.92, 95%CI = 0.87,0.97; p = 0.001), NIHSS (aOR = 0.98, 95%CI = 0.89,1.08; p = 0.68), baseline mRS ≥3 (aOR = 6.14, 95%CI = 0.60,63.12; p = 0.13), intravenous thrombolysis (aOR = 2.14, 95%CI = 0.52,8.91; p = 0.29), occlusion location (aOR = 0.53, 95%CI = 0.16,1.82; p = 0.31), and successful TICI 2b-3 reperfusion (aOR = 10.45, 95%CI = 1.05,104.3; p = 0.05) (Table 2).
Discussion
We found that LVO patients with symmetric collaterals have better outcomes after EVT. We have previously shown that most LVO patients with this pattern are slow progressors; they have a small ischemic core at presentation that remains small for at least 24 hours. Together with our previous work [9, 16], we demonstrate that symmetric collaterals identify LVO patients that are slow progressors likely to benefit from EVT despite time delays associated with patient transfer. Currently, there are no accepted guidelines for transferring patients for EVT. Various approaches have been used within different stroke networks, ranging from transferring all patients with LVO to using advanced imaging (MRI, CTP) for patient selection. Here we propose an alternative that uses widely available CTA.
In the present analysis of patients who underwent EVT, there was significant variability in collateral patterns. They were symmetric in 36%, malignant in 24%, and other in 39%. This is consistent with our local EVT treatment selection guidelines, which do not exclude patients based on collateral patterns. Indeed, others have reported a range of collateral quality, albeit assessed differently, among patients treated with EVT [29, 30]. In addition, there was a trend for patients with malignant patterns to have shorter times from last known well (LKW), but this difference did not reach statistical significance. This may be related to our treatment exclusion of patients with poor ASPECTS or large infarcts since patients with poor collaterals have faster infarct growth [16]. Furthermore, patients with more proximal occlusion locations were more likely to have poor collaterals; ICA occlusions were present in 28% of malignant, 3% of other, and 11% of symmetric patients. This stands to reason, and early studies have explored the relationship between occlusion location and collateral quality [31].
We show that symmetric collaterals were associated with less severe stroke presentations. Among our cohort, the median NIHSS was 18 for malignant patterns, 19 for other, and 11 for symmetric. Other studies corroborate our results, showing that patients with poor collaterals have higher NIHSS [18, 32]. This also stands to reason as the ischemic hemispheres have less perfusion and are more likely to cause clinical symptoms [2].
Importantly, a symmetric collateral pattern is highly associated with good 90-day functional outcomes after EVT. Malignant collaterals, however, were most frequently associated with poor clinical outcomes. Ninety-day mRS ≤2 (living independently) was achieved in 67% of patients with symmetric, 17% with malignant, and 38% with other collateral patterns. This relationship persisted even when controlling for age, stroke severity, baseline disability, thrombolysis treatment, occlusion location, and successful reperfusion after EVT. Indeed, there has been prior investigation into other predictors of outcome after thrombectomy. One model highlighted that reperfusion status, 24-hour NIHSS, and sICH were predictors of early mortality after EVT [33]. Another analysis demonstrated that an early increase in body temperature within 24 hours after EVT was associated with sICH and worse long term outcomes [34]. Neutrophil-lymphocyte ratio may be yet another novel predictor of outcome after EVT that requires further study [35]. Other imaging features, such as percent insular ribbon infarction, may also play a role in understanding infarct growth and long term outcomes [36].
While there have been some prior analyses of the relationship between collaterals and 90-day outcomes, the data are mixed highlighting the need for further research [18, 32, 37]. One recent study utilized a more complicated cerebral collateral cascade (CCC), measuring the arterial, tissue, and venous phases [38]. CCC+ (good collaterals in all 3 phases) had median 90-day mRS 1, CCC- (poor for all phases) had median mRS 5, and other had median mRS 4. Our scoring system yielded remarkably similar findings: symmetric had median mRS 1, malignant had median mRS 4.5, and other had median mRS 3. However, our system does not require CT perfusion or any complicated data processing, and it has significant advantages compared to CT perfusion [16]. The advantages include: the eradication of the extra time needed to collect, process and interpret the perfusion data; elimination of the need for extra contrast administration; avoidance of the high additional radiation dose; and minimizing technical issues such as timing of the imaging with respect to contrast injection.
The mechanism of the relationship between collaterals and clinical outcomes may be explained by presentation infarct volume and infarct growth. Indeed, infarct volume is one of the strongest determinants of 90-day outcomes, even among patients who undergo EVT [39–41]. We have previously shown that patients with low infarct growth rates (slow progressors) were suitable for relatively late EVT [9, 16]. Furthermore, worse collaterals were an independent determinant of both greater presentation infarct volume and infarct growth rate, even when controlling for other variables including occlusion site, NIHSS, and age [16]. Beyond presentation, continued infarct growth may be important for outcomes even among those who achieve successful reperfusion with EVT [42, 43]. We previously demonstrated that collateral patterns continue to affect infarct growth up to 48 hours in patients not treated with EVT, suggesting there is no “collapse” of collaterals over this time [44].
There are several limitations of our study to consider. First, patients were identified, and collateral patterns were evaluated retrospectively. However, bias was minimized by including all EVT patients with studies that met the inclusion criteria over the 2-year study period; and the neuroradiologists that graded the collateral patterns were blinded to clinical history and clinical outcomes. There may be some selection bias for patients treated with EVT. Furthermore, since CTP or MRI were not used in the early 6-hour window and variably used in the extended 6–24-hour window in this cohort of patients, it was not possible to compare them to collateral patterns. Additionally, collaterals were assessed on the arterial phase images only, consistent with previously described methodology. This was by design since the CTA acquisition protocol and interpretation is straightforward and easy to implement at primary referral centers. However, our single stroke network design may limit generalizability. Also, the “other” collateral pattern category was heterogenous, with some patients rated as closer to symmetric and others rated as closer to malignant. Despite these potential limitations, this simple three-category classification system is easy to learn, easy to use, robust, and immediately translatable.
Importantly, there are several implications that derive from this study. Our classification approach for collaterals has been previously described [16], and is consistent with other studies using a three-category approach [45]. While CTP can be used to estimate collaterals [17, 45], CTA is more widely available, has no threshold dependence, and allows direct visualization of the cerebral vessels. The use of CTA only also eliminates the need for an additional contrast dose, avoids a substantially higher radiation dose, minimizes timing issues related to scanning after contrast injection, and is associated with reduced cost. Our simple classification system is robust and immediately translatable. There is growing data that extended window EVT is beneficial even without advanced imaging [46]. A simple non-contrast CT and single arterial phase CTA may be sufficient to triage most patients for EVT. Understanding collaterals may also aid in decision making for the inter-hospital transfer of patients to EVT-capable centers [47–49]. Moreover, in many smaller hospitals, MRI or CTP are not readily available [12, 50].
In conclusion, a symmetric collateral pattern is a robust predictor of a 90-day favorable outcomes after EVT in a real-world cohort of patients with LVO stroke. Further prospective studies are needed to confirm the value of collateral patterns in EVT transfer decisions and prognostication.
References
- 1. Schneider A, Regenhardt R, Dmytriw A, Patel A, Hirsch J, Buchan A. Cerebroprotection in the endovascular era: an update. J Neurol Neurosurg Psychiatry. 2022 pmid:36600581
- 2. Regenhardt RW, Das AS, Stapleton CJ, Chandra R V, Rabinov JD, Patel AB, et al. Blood pressure and penumbral sustenance in stroke from large vessel occlusion. Front Neurol. 2017 Jul 3;8(JUL):317. pmid:28717354
- 3. Goyal M, Menon BK, van Zwam WH, Dippel DWJJ, Mitchell PJ, Demchuk AM, et al. Endovascular thrombectomy after large-vessel ischaemic stroke: A meta-analysis of individual patient data from five randomised trials. Lancet. 2016 Apr 23;387(10029):1723–31. pmid:26898852
- 4. Nogueira RG, Jadhav AP, Haussen DC, Bonafe A, Budzik RF, Bhuva P, et al. Thrombectomy 6 to 24 Hours after Stroke with a Mismatch between Deficit and Infarct. N Engl J Med. 2018 Nov 11;378(1):11–21. pmid:29129157
- 5. Albers GW, Marks MP, Kemp S, Christensen S, Tsai JP, Ortega-Gutierrez S, et al. Thrombectomy for Stroke at 6 to 16 Hours with Selection by Perfusion Imaging. N Engl J Med. 2018 Feb 22;378(8):708–18. pmid:29364767
- 6. Regenhardt RW, Mecca AP, Flavin SA, Boulouis G, Lauer A, Zachrison KS, et al. Delays in the Air or Ground Transfer of Patients for Endovascular Thrombectomy. Stroke. 2018 Jun;49(6):1419–25. pmid:29712881
- 7. Regenhardt RW, Awad A, Kraft AW, Rosenthal JA, Dmytriw AA, Vranic JE, et al. Characterizing Reasons for Stroke Thrombectomy Ineligibility Among Potential Candidates Transferred in a Hub‐and‐Spoke Network. Stroke Vasc Interv Neurol. 2022;2(5):e12317.
- 8. Ospel JM, Dmytriw AA, Regenhardt RW, Patel AB, Hirsch JA, Kurz M, et al. Recent developments in pre-hospital and in-hospital triage for endovascular stroke treatment. J Neurointerv Surg. 2022 Oct 14;neurintsurg-2021-018547. pmid:36241225
- 9. González RG, Silva GS, He J, Sadaghiani S, Wu O, Singhal AB. Identifying Severe Stroke Patients Likely to Benefit From Thrombectomy Despite Delays of up to a Day. Sci Rep. 2020 Dec 1;10(1). pmid:32132644
- 10. Regenhardt RW, Takase H, Lo EH, Lin DJ. Translating concepts of neural repair after stroke: Structural and functional targets for recovery. Restor Neurol Neurosci. 2020 Jan;38(1):67–92. pmid:31929129
- 11. Regenhardt RW, Nolan NM, Rosenthal JA, McIntyre JA, Bretzner M, Bonkhoff AK, et al. Understanding Delays in MRI-based Selection of Large Vessel Occlusion Stroke Patients for Endovascular Thrombectomy. Clin Neuroradiol. 2022 Apr 29; pmid:35486123
- 12. Yu AT, Regenhardt RW, Whitney C, Schwamm LH, Patel AB, Stapleton CJ, et al. CTA protocols in a Telestroke network improve efficiency for both spoke and hub hospitals. Am J Neuroradiol. 2021 Feb 4;42(3):435–40. pmid:33541900
- 13. Regenhardt RW, Biseko MR, Shayo AF, Mmbando TN, Grundy SJ, Xu A, et al. Opportunities for intervention: stroke treatments, disability and mortality in urban Tanzania. Int J Qual Heal Care. 2019 Jun 1;31(5):385–92. pmid:30165650
- 14. Katsanos AH, Sarraj A, Froehler M, Purrucker J, Goyal N, Regenhardt RW, et al. Intravenous Thrombolysis Initiated Before Transfer for Endovascular Stroke Thrombectomy: A Systematic Review and Meta-analysis. Neurology. 2022 Dec 29 pmid:36581469
- 15. Leslie-Mazwi TM, Hirsch JA, Falcone GJ, Schaefer PW, Lev MH, Rabinov JD, et al. Endovascular stroke treatment outcomes after patient selection based on magnetic resonance imaging and clinical criteria. JAMA Neurol. 2016 Jan 1;73(1):43–9. pmid:26524074
- 16. Regenhardt RW, González RG, He J, Lev MH, Singhal AB. Symmetric CTA Collaterals Identify Patients with Slow-progressing Stroke Likely to Benefit from Late Thrombectomy. Radiology. 2022 Nov 2;302(2):400–7. pmid:34726532
- 17. Sarraj A, Hassan AE, Grotta J, Blackburn S, Day A, Abraham M, et al. Early Infarct Growth Rate Correlation With Endovascular Thrombectomy Clinical Outcomes. Stroke. 2021 Jan;52(1):57–69.
- 18. Souza LCS, Yoo AJ, Chaudhry ZA, Payabvash S, Kemmling A, Schaefer PW, et al. Malignant CTA collateral profile is highly specific for large admission DWI infarct core and poor outcome in acute stroke. Am J Neuroradiol. 2012 Aug;33(7):1331–6. pmid:22383238
- 19. Regenhardt RW, Bretzner M, Zanon Zotin MC, Bonkhoff AK, Etherton MR, Hong S, et al. Radiomic signature of DWI-FLAIR mismatch in large vessel occlusion stroke. J Neuroimaging. 2022 Sep 10;32(1):63–7. pmid:34506667
- 20. Regenhardt RW, Rosenthal JA, Dmytriw AA, Vranic JE, Bonkhoff AK, Bretzner M, et al. Direct to Angio‐Suite Large Vessel Occlusion Stroke Transfers Achieve Faster Arrival‐to‐Puncture Times and Improved Outcomes. Stroke Vasc Interv Neurol. 2022 Nov 5;2(6).
- 21. Nolan NM, Regenhardt RW, Koch MJ, Raymond SB, Stapleton CJ, Rabinov JD, et al. Treatment Approaches and Outcomes for Acute Anterior Circulation Stroke Patients with Tandem Lesions. J Stroke Cerebrovasc Dis. 2021 Feb;30(2):105478. pmid:33248344
- 22. Collaborators NASCET Barnett HJM, Taylor DW Haynes RB, Sackett DL Peerless SJ, et al. Beneficial effect of carotid endarterectomy in symptomatic patients with high-grade carotid stenosis. N Engl J Med. 1991 Aug 15;325(7):445–53. pmid:1852179
- 23. Regenhardt RW, Turner AC, Hirsch JA, Young MJ, Alotaibi NM, Stapleton CJ, et al. Sex-specific differences in presentations and determinants of outcomes after endovascular thrombectomy for large vessel occlusion stroke. J Neurol. 2022;269(1):307–15. pmid:34052896
- 24. Kraft AW, Awad A, Rosenthal JA, Dmytriw AA, Vranic JE, Bonkhoff AK, et al. In a hub-and-spoke network, spoke-administered thrombolysis reduces mechanical thrombectomy procedure time and number of passes. Interv Neuroradiol. 2022 pmid:35317663
- 25. Hacke W, Kaste M, Fieschi C, Toni D, Lesaffre E, Von Kummer R, et al. Intravenous thrombolysis with recombinant tissue plasminogen activator for acute hemispheric stroke. The European Cooperative Acute Stroke Study (ECASS). JAMA. 1995 Oct 4;274(13):1017–25. pmid:7563451
- 26. van Swieten JC, Koudstaal PJ, Visser MC, Schouten HJ, van Gijn J. Interobserver agreement for the assessment of handicap in stroke patients. Stroke. 1988 May;19(5):604–7. pmid:3363593
- 27. Young MJ, Regenhardt RW, Leslie-Mazwi TM, Stein MA. Disabling stroke in persons already with a disability: Ethical dimensions and directives. Neurology. 2020 Feb 18;94(7):306–10. pmid:31969466
- 28. Regenhardt RW, Young MJ, Etherton MR, Das AS, Stapleton CJ, Patel AB, et al. Toward a more inclusive paradigm: thrombectomy for stroke patients with pre-existing disabilities. J Neurointerv Surg. 2020 Oct 30;13(10):865–8. pmid:33127734
- 29. Consoli A, Andersson T, Holmberg A, Verganti L, Saletti A, Vallone S, et al. CT perfusion and angiographic assessment of pial collateral reperfusion in acute ischemic stroke: the CAPRI study. J Neurointerv Surg. 2016 Dec 1;8(12):1211–6. pmid:26801947
- 30. Al-Dasuqi K, Payabvash S, Torres-Flores GA, Strander SM, Nguyen CK, Peshwe KU, et al. Effects of Collateral Status on Infarct Distribution following Endovascular Therapy in Large Vessel Occlusion Stroke. Stroke. 2020;193–202. pmid:32781941
- 31. Saarinen JT, Rusanen H, Sillanpää N. Collateral Score Complements Clot Location in Predicting the Outcome of Intravenous Thrombolysis. Am J Neuroradiol. 2014 Oct 1;35(10):1892–6. pmid:24874535
- 32. Fanou EM, Knight J, Aviv RI, Hojjat SP, Symons SP, Zhang L, et al. Effect of Collaterals on Clinical Presentation, Baseline Imaging, Complications, and Outcome in Acute Stroke. AJNR Am J Neuroradiol. 2015 Dec 1;36(12):2285–91. pmid:26471754
- 33. Chen Y, Zhou S, Yang S, Mofatteh M, Hu Y, Wei H, et al. Developing and predicting of early mortality after endovascular thrombectomy in patients with acute ischemic stroke. Front Neurosci. 2022 Dec 20;16. pmid:36605548
- 34. Chen Y, Nguyen TN, Mofatteh M, Abdalkader M, Wellington J, Yan Z, et al. Association of Early Increase in Body Temperature with Symptomatic Intracranial Hemorrhage and Unfavorable Outcome Following Endovascular Therapy in Patients with Large Vessel Occlusion Stroke. J Integr Neurosci. 2022 Nov 1;21(6). pmid:36424759
- 35. Feng Y, Bai X, Li W, Cao W, Xu X, Yu F, et al. Postoperative neutrophil-lymphocyte ratio predicts unfavorable outcome of acute ischemic stroke patients who achieve complete reperfusion after thrombectomy. Front Immunol. 2022 Oct 7;13. pmid:36275640
- 36. Regenhardt RW, Singhal AB, He J, Gonzalez RG, Lev MH. Percent Insular Ribbon Infarction for Predicting Infarct Growth Rate and 90-Day Outcomes in Large-Vessel Occlusive Stroke: Secondary Analysis of Prospective Clinical Trial Data. AJR Am J Roentgenol. 2023 Feb 15; pmid:36790114
- 37. De Havenon A, Mlynash M, Kim-Tenser MA, Lansberg MG, Leslie-Mazwi T, Christensen S, et al. Results from DEFUSE 3: Good collaterals are associated with reduced ischemic core growth but not neurologic outcome. Stroke. 2019;50(3):632–8. pmid:30726184
- 38. Faizy TD, Mlynash M, Kabiri R, Christensen S, Kuraitis GM, Mader MM, et al. The Cerebral Collateral Cascade: Comprehensive Blood Flow in Ischemic Stroke. Neurology. 2022 Apr 28 pmid:35483902
- 39. Regenhardt RW, Etherton MR, Das AS, Schirmer MD, Hirsch JA, Stapleton CJ, et al. White Matter Acute Infarct Volume After Thrombectomy for Anterior Circulation Large Vessel Occlusion Stroke is Associated with Long Term Outcomes. J Stroke Cerebrovasc Dis. 2021 Mar 1;30(3):105567. pmid:33385939
- 40. Regenhardt RW, Bonkhoff AK, Bretzner M, Etherton MR, Das AS, Hong S, et al. Association of Infarct Topography and Outcome After Endovascular Thrombectomy in Patients With Acute Ischemic Stroke. Neurology. 2022 Jan 31;98(11):e1094–103. pmid:35101908
- 41. Bai X, Yu F, Tian Q, Li W, Sha A, Cao W, et al. Clinical Significance and Influencing Factors of Microvascular Tissue Reperfusion After Macrovascular Recanalization. Transl Stroke Res. 2022;
- 42. Regenhardt RW, Etherton MR, Das AS, Schirmer MD, Hirsch JA, Stapleton CJ, et al. Infarct Growth despite Endovascular Thrombectomy Recanalization in Large Vessel Occlusive Stroke. J Neuroimaging. 2020;31(1):155–64. pmid:33119954
- 43. Takase H, Regenhardt R. Motor tract reorganization after acute central nervous system injury: A translational perspective. Neural Regen Res. 2021 Jun 1;16(6):1144–9. pmid:33269763
- 44. Ma J, Ma Y, Dong B, Bandet M V., Shuaib A, Winship IR. Prevention of the collapse of pial collaterals by remote ischemic perconditioning during acute ischemic stroke. J Cereb Blood Flow Metab. 2017 Aug 1;37(8):3001–14.
- 45. Lin L, Yang J, Chen C, Tian H, Bivard A, Spratt NJ, et al. Association of Collateral Status and Ischemic Core Growth in Patients With Acute Ischemic Stroke. Neurology. 2021 Dec 1;96(2):e161–70. pmid:33262233
- 46. Nogueira RG, Haussen DC, Liebeskind D, Jovin TG, Gupta R, Jadhav A, et al. Stroke Imaging Selection Modality and Endovascular Therapy Outcomes in the Early and Extended Time Windows. Stroke. 2021 Jan 12;52(2). pmid:33430634
- 47. Zachrison KS, Leslie-Mazwi TM, Boulouis G, Goldstein JN, Regenhardt RW, Viswanathan A, et al. Frequency of early rapid improvement in stroke severity during interfacility transfer. Neurol Clin Pract. 2019 Oct 1;9(5):373–80. pmid:31750022
- 48. Regenhardt RW, Rosenthal JA, Awad A, Martinez-Gutierrez JC, Nolan NM, McIntyre JA, et al. “Drip-and-ship” intravenous thrombolysis and outcomes for large vessel occlusion thrombectomy candidates in a hub-and-spoke telestroke model. J Neurointerv Surg. 2022;14(7):650–3. pmid:34326197
- 49. Kraft A, Regenhardt R, Awad A, Rosenthal J, Dmytriw A, Vranic J, et al. Spoke‐Administered Thrombolysis Improves Large‐Vessel Occlusion Early Recanalization: The Real‐World Experience of a Large Academic Hub‐and‐Spoke Telestroke Network. Stroke Vasc Interv Neurol. 2022;3:e000427. pmid:36816048
- 50. Boulouis G, Siddiqui K-AKA, Lauer A, Charidimou A, Regenhardt RWRW, Viswanathan A, et al. Immediate Vascular Imaging Needed for Efficient Triage of Patients With Acute Ischemic Stroke Initially Admitted to Nonthrombectomy Centers. Stroke. 2017 Aug 1;48(8):2297–300. pmid:28687641