ArticlePDF Available

CTA collateral score predicts infarct volume and clinical outcome after endovascular therapy for acute ischemic stroke: A retrospective chart review

Authors:
  • new york presbyterian hospital, weil cornell medical college

Abstract and Figures

Acute ischemic stroke (AIS) due to emergent large-vessel occlusion (ELVO) has a poor prognosis. To examine the hypothesis that a better collateral score on pretreatment CT angiography (CTA) would correlate with a smaller final infarct volume and a more favorable clinical outcome after endovascular therapy (EVT). A retrospective chart review of the University of Tennessee AIS database from February 2011 to February 2013 was conducted. All patients with CTA-proven LVO treated with EVT were included. Recanalization after EVT was defined by Thrombolysis in Cerebral Infarction (TICI) score ≥2. Favorable outcome was assessed as a modified Rankin Score ≤3. Fifty patients with ELVO were studied. The mean National Institutes of Health Stroke Scale score was 17 (2-27) and 38 of the patients (76%) received intravenous tissue plasminogen activator. The recanalization rate for EVT was 86.6%. Good clinical outcome was achieved in 32% of patients. Univariate predictors of good outcome included good collateral scores (CS) on presenting CTA (p=0.043) and successful recanalization (p=0.02). Multivariate analysis confirmed both good CS (p=0.024) and successful recanalization (p=0.009) as predictors of favorable outcome. Applying results of the multivariate analysis to our cohort we were able to determine the likelihood of good clinical outcome as well as predictors of smaller final infarct volume after successful recanalization. Good CS predict smaller infarct volumes and better clinical outcome in patients recanalized with EVT. These data support the use of this technique in selecting patients for EVT. Poor CS should be considered as an exclusion criterion for EVT as patients with poor CS have poor clinical outcomes despite recanalization. Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://group.bmj.com/group/rights-licensing/permissions.
Content may be subject to copyright.
ORIGINAL RESEARCH
CTA collateral score predicts infarct volume and
clinical outcome after endovascular therapy for
acute ischemic stroke: a retrospective chart review
Lucas Elijovich,
1,2,3
Nitin Goyal,
1
Shraddha Mainali,
4
Dan Hoit,
2,3
Adam S Arthur,
2,3
Matthew Whitehead,
5
Asim F Choudhri
6
1
Department of Neurology,
University of Tennessee Health
Sciences Center, Memphis,
Tennessee, USA
2
Department of Neurosurgery,
University of Tennessee Health
Sciences Center, Memphis,
Tennessee, USA
3
Semmes-Murphey Neurologic
and Spine Institute, Memphis,
Tennessee, USA
4
Department of Neurology,
University of Texas
Southwestern, Dallas, Texas,
USA
5
Department of Radiology,
George Washington University,
Washington DC, USA
6
Department of Radiology,
University of Tennessee Health
Sciences Center, Memphis,
Tennessee, USA
Correspondence to
Dr Lucas Elijovich, Department
of Neurosurgery, University of
Tennessee Health Sciences
Center, Semmes-Murphey
Neurologic and Spine Institute,
6325 Humphreys Blvd,
Memphis, TN 38120, USA;
lelijovich@semmes-murphey.
com
Received 10 March 2015
Revised 21 April 2015
Accepted 28 April 2015
To cite: Elijovich L,
Goyal N, Mainali S, et al.
J NeuroIntervent Surg
Published Online First:
[please include Day Month
Year] doi:10.1136/
neurintsurg-2015-011731
ABSTRACT
Background Acute ischemic stroke (AIS) due to
emergent large-vessel occlusion (ELVO) has a poor
prognosis.
Objective To examine the hypothesis that a better
collateral score on pretreatment CT angiography (CTA)
would correlate with a smaller nal infarct volume and a
more favorable clinical outcome after endovascular
therapy (EVT).
Methods A retrospective chart review of the University
of Tennessee AIS database from February 2011 to
February 2013 was conducted. All patients with
CTA-proven LVO treated with EVT were included.
Recanalization after EVT was dened by Thrombolysis in
Cerebral Infarction (TICI) score 2. Favorable outcome
was assessed as a modied Rankin Score 3.
Results Fifty patients with ELVO were studied. The
mean National Institutes of Health Stroke Scale score
was 17 (227) and 38 of the patients (76%) received
intravenous tissue plasminogen activator. The
recanalization rate for EVT was 86.6%. Good clinical
outcome was achieved in 32% of patients. Univariate
predictors of good outcome included good collateral
scores (CS) on presenting CTA (p=0.043) and successful
recanalization (p=0.02). Multivariate analysis conrmed
both good CS (p=0.024) and successful recanalization
(p=0.009) as predictors of favorable outcome. Applying
results of the multivariate analysis to our cohort we were
able to determine the likelihood of good clinical
outcome as well as predictors of smaller nal infarct
volume after successful recanalization.
Conclusions Good CS predict smaller infarct volumes
and better clinical outcome in patients recanalized with
EVT. These data support the use of this technique in
selecting patients for EVT. Poor CS should be considered
as an exclusion criterion for EVT as patients with poor
CS have poor clinical outcomes despite recanalization.
INTRODUCTION
Acute ischemic stroke (AIS) due to emergent large-
vessel occlusion (ELVO) in the intracranial circula-
tion has a poor natural history and results in high
morbidity and mortality without successful revascu-
larization.
1
Treatment of AIS with intravenous
tissue plasminogen activator (IV tPA) has been
shown to improve outcome, yet there is a low
rate of recanalization in patients with LVO.
2
Endovascular treatment (EVT) with the newest gen-
eration of stent-retrieval devices has resulted in sig-
nicantly higher rates of recanalization.
34
Recent
randomized clinical trials have shown that the
higher recanalization rates achieved with EVT com-
pared with IV tPA result in better outcomes with
the former.
159
However, the rate of good out-
comes varied widely in these clinical trials from
32.6 to 71.0%.
189
Studies suggest that the volume of core infarct at
presentation observed by diffusion-weighted
imaging is the strongest and most reliable predictor
of outcome and response to IV tPA and EVT.
1012
The size of the nal infarct and growth of the pen-
umbra are also inuenced by the extent of lepto-
meningeal collaterals.
13
CT angiography (CTA) can
be used to identify collaterals and has also been
shown to predict outcome in patients who receive
IV tPA and may improve the degree of recanaliza-
tion with EVT.
14
We hypothesized that patients with good lepto-
meningeal collaterals seen on CTA would have
smaller infarct volumes and better clinical outcome
after successful mechanical revascularization.
METHODS
This study is a retrospective chart review of the
University of Tennessee Health Science Center
acute ischemic stroke database from February 2011
to February 2013, including consecutive patients
who underwent EVT for the treatment of AIS due
to LVO. The major inclusion criteria were the pres-
ence of LVO on pretreatment CTA and age
>18 years. Baseline characteristics were gathered,
including details of treatment, and determination
of clinical outcome.
CT and CTA were performed on a 64-slice
scanner. CT slice thickness was 1.25 mm with
acquisitions in axial, sagittal, and coronal planes
with 3D reformations. All diagnostic imaging was
independently interpreted by two blinded neurora-
diologists (MW, AFC). The CTA site of arterial
occlusion and the CTA collateral scores (CS) were
recorded. CS for the anterior circulation were
reported in a dichotomized fashion (ie, poor vs
good) using a methodology that has been shown to
predict clinical outcome in the setting of IV tPA.
This technique uses standard injection rates and
acquisition parameters for CTA of the head and
neck that are obtained identically to those for
imaging the craniocerebral vasculature in the
setting of AIS (gure 1).
14
Patients with vertebroba-
silar occlusion were assigned a good collateral
score, if two posterior communicating arteries were
Elijovich L, et al.J NeuroIntervent Surg 2015;0:14. doi:10.1136/neurintsurg-2015-011731 1
Ischemic stroke
group.bmj.com on May 31, 2015 - Published by http://jnis.bmj.com/Downloaded from
seen on the CTA and the occlusion did not involve the top of
the basilar artery. The neuroradiologists also calculated the nal
infarct volume using the ABC/2 method of volume calculation
based on 1224 h MRI, diffusion-weighted imaging, or last
follow-up CT, if MRI was not available.
15
According to the
institutional protocol, the site of arterial occlusion, angiographic
collateral score (ie, the Acute Stroke Therapy by Inhibition of
Neutrophilsor ASTINmethod), and degree of recanalization
(ie, the Thrombolysis in Cerebral Infarctionor TICIscore)
were recorded prospectively in the stroke database at the time
of treatment by the interventional team.
16
The primary clinical outcome was the modied Rankin scale
(mRS) score at discharge. According to institutional protocol
the mRS was reported prospectively on the physical therapy
progress notes and abstracted by the investigators. A mRS of 3
was considered a favorable outcome at discharge. Final infarct
volume was recorded as a secondary outcome.
Univariate predictors of outcome were determined with χ
2
and Student t tests. Stepwise multivariate regression analysis
(MVR) was performed to determine predictors of outcome. The
results of our MVR analysis were then used to estimate the like-
lihood of a good clinical outcome based on the individual
characteristics of the patients clinical situation and treatment
course. Statistical analysis was performed using STATA SE/13.0
software (College Station, Texas, USA).
Because our study was a retrospective study using data from a
prospective clinical stroke registry, the grading of clinical out-
comes and the degree of recanalization were not blinded, which
might have led to selection bias. We attempted to address this
by blinding the neuroradiologistswho were not involved in
the care of the patientswhen they determined the CS and
nal infarct volume.
Institutional investigation review board approval for this
study was granted based on the prospectively maintained
University of Tennessee Health Sciences Center acute ischemic
stroke database (10-01003-XP).
RESULTS
A total of 50 patients who met the inclusion criteria were
treated during the study period. The mean patient age was
64.6 years and the mean National Institutes of Health Stroke
Scale (NIHSS) score was 17 (range 227). The majority of
patients were treated with IV tPA (76.0%) and with third-
generation thrombectomy devices (90%), dened as a stentrie-
ver and/or direct aspiration via a large-bore (5 Fr) intracranial
reperfusion catheter. The most common sites of arterial occlu-
sion were the middle cerebral artery (M1) (50%), middle cere-
bral artery (M2) (10%), internal carotid artery (30%), and
basilar artery 5 (10%). Good CS were observed in 38/50 (76%)
patients. A comparison of patients with good CS and those with
poor CS showed no signicant differences in their baseline
characteristics (table 1). The overall rate of TICI 2 recanaliza-
tion was 86.6%.
Univariate analysis showed that successful recanalization
(p=0.02) and the presence of a good CS ( p=0.043) both pre-
dicted favorable discharge outcome. There was a lower nal
Figure 1 CT angiography (CTA) collateral score (CS). (A) CTA image from a patient in late 50s with a right middle cerebral artery (MCA) M1
occlusion with no vascular markings apparent in the entire occluded MCA territory consistent with CS of 0. (B) Patient in early 80s with right MCA
M1 occlusion with vascular markings apparent in <50% but >0% of the occluded MCA territory consistent with CS of 1. (C) Patient in mid-50s with
a left MCA M1 occlusion with collaterals in >50% but <100% of the occluded MCA territory consistent with CS of 2. (D) Patient in late 70s with a
right MCA M1 occlusion with almost complete reconstitution of the entire MCA territory (100%) consistent with CS of 3. For the purpose of study,
collaterals were reported in a dichotomized fashionpoor (CS=0) versus good (CS=1, 2, and 3). (E). Patient in mid-to-late 60s with basilar
occlusion, good collaterals, and two large posterior communicating arteries. (F) Patient in mid-60s with basilar occlusion and poor posterior
circulation collaterals with one small posterior communicating artery visualized on the left (black arrow).
2 Elijovich L, et al.J NeuroIntervent Surg 2015;0:14. doi:10.1136/neurintsurg-2015-011731
Ischemic stroke
group.bmj.com on May 31, 2015 - Published by http://jnis.bmj.com/Downloaded from
infarct volume in patients who had good collaterals (106 vs
174.4 ml, p=0.08). Multivariate analysis showed good CS
(p=0.024) and successful recanalization (p=0.009) to be pre-
dictors of favorable outcome. Additional multivariate analysis of
the nal infarct volume emphasized the importance of collat-
erals in patients who had revascularization, demonstrating a sig-
nicantly lower nal infarct volume in the group with good CS
(p=0.001). Patients with higher systolic blood pressure on pres-
entation had signicantly higher nal infarct volumes despite
successful revascularization (p<0.0001). The predictors of good
outcome from the multivariate analysis and the use of IV tPA
were then used to predict the likelihood of a good outcome.
The highest percentage of good clinical outcomes (52.7%) was
seen when a patient was treated with IV tPA, had good CS, and
successful recanalization. The absence of one of these three
favorable clinical characteristics progressively reduced the rate
of good outcome, with a good clinical outcome of only 2.0%
seen in patients who had recanalization with poor CS and
without IV tPA administration (gure 2).
DISCUSSION
This study shows that a good CS predicts both a favorable clin-
ical response and decreased nal infarct volume in patients with
ELVO treated with mechanical embolectomy. The best imaging
selection strategy for patients with ELVO remains unresolved
with contradictory results that expose the limitations of CT and
MR perfusion. Results of the DEFUSE 2 prospective registry
suggested that MRI perfusion (MRP) could be used to predict
favorable response to EVT, with good outcome in patients with
a favorable target mismatchMRP prole.
12
However, a similar
MRP protocol in MR RESCUE, a randomized clinical trial,
failed to corroborate this hypothesis.
6
The MR CLEAN trial did
demonstrate the superiority of EVT compared with IV thromb-
olysis alone; however, only 32.6% of patients achieved a favor-
able clinical outcome.
1
There was no prespecied multimodal
imaging patient selection criteria in the trial, therefore it is
encouraging to see that both ESCAPE and EXTEND-IA did
have higher rates of good outcomes (53% and 71% mRS 02)
than MR CLEAN using CTA collaterals and perfusion CT to
select patients.
89
Although our study was not a randomized
controlled trial, it does provide unique information about collat-
erals compared with ESCAPE and other trials using multimodal
imaging selection because our cohort of patients were all
treated. Therefore, information about outcomes in patients with
unfavorable imaging proles as determined by CS can be
evaluated.
The result from the predictive model in our study shows that
patients with poor CS have only 2% good outcomes despite
revascularization. Owing to the high cost and potential risk of
these procedures, identifying this subgroup is as important as
nding salvageable patients. Furthermore, revascularization of
patients with poor CS may result in signicant harm with
higher infarct volume, increased malignant brain edema, and
higher rates of intracerebral hemorrhage as seen in MRI
studies.
17
We could not draw any conclusions about this owing
to the small number of patients in our study. Additionally, the
low rate of symptomatic intracerebral hemorrhage (2.0%) and
improved outcomes in patients receiving IV tPA adds further
data to support the safety and efcacy of bridging therapy, par-
ticularly in the group of patients with good CS. The multivari-
ate analysis also showed that patients with higher presenting
systolic blood pressure fared worse despite good CS. This
Table 1 Baseline characteristics of patients with good collateral
score versus poor collateral scores
Characteristics
Patients with
good collateral
score (n=38)
Patients with
poor collateral
score (n=12) p Value
Age, mean (range) 64 (3886) 64 (3383) 0.81
Hypertension, % 84 91.6 0.51
Hyperlipidemia, % 66 58 0.63
Diabetes, % 47 58 0.41
Atrial fibrillation, % 29 25 0.79
IV tPA treated, % 76 67 0.50
NIHSS, mean (range) 17 (227) 16 (1223) 0.52
Door to needle IV tPA (min),
mean
57.8 72.5 0.10
Onset to arterial puncture
(min), mean
268 282 0.71
Onset to revascularization
(min), mean
348 392 0.32
IV tPA, intravenous tissue plasminogen activator; NIHSS, National Institutes of Health
Stroke Scale.
Figure 2 Rates of good clinical
outcome as determined by collateral
score, recanalization, and intravenous
tissue plasminogen activator (IV tPA)
administration.
Elijovich L, et al.J NeuroIntervent Surg 2015;0:14. doi:10.1136/neurintsurg-2015-011731 3
Ischemic stroke
group.bmj.com on May 31, 2015 - Published by http://jnis.bmj.com/Downloaded from
signicance of this nding is unclear, but it may suggest that
these patients are unhealthier or that acutely raised systolic
blood pressure is a marker of a large volume infarction or
intense ischemia.
A recent study by Nambiar et al
18
showed similar results with
statistically signicant improved outcome (70% mRS 2at
90 days) in patients with EVT with intermediate to good CTA
collaterals based on the regional leptomeningeal collateral score
from pretreatment CTA. The higher rates of good outcome
reported by Nambiar et al may be attributed to several factors,
including 90-day outcomes, differences in the denition of suc-
cessful recanalization (TICI 2 in our study and TICI 2b in
the study of Nambiar et al), the inclusion of patients with
basilar occlusion in our study, and the overall higher presenting
NIHSS in our cohort (ie, 17 vs 14). Despite these differences,
the similar results reinforce the importance of collateral status as
a potential patient selection tool.
This study has several important limitations. As mentioned
above, this was a retrospective study using data from a prospect-
ive clinical stroke registry. Therefore, the grading of clinical out-
comes and the degree of recanalization was not blinded. In
contrast, the CS and nal infarct volume determinations were
obtained by blinded neuroradiologists who were not involved in
the care of the patients. The nal infarct volume was not evalu-
ated on the same day of illness in all patients, and some patients
received follow-up imaging with MRI and others with CT.
Additionally, infarct volume data were not available for all
patients as routine imaging was not mandated. We believe this
might have led to an overestimation of nal infarct volumes
given the propensity to image sicker patients who did not fail to
recanalize or who did not have clinical improvement after
recanalization.
Rapid and reproducible imaging is essential to modern AIS
care. This study adds to the growing body of reports that sup-
ports the use of CTA collaterals independent of perfusion
imaging as a rapid and accurate method assisting in patient
selection for EVT.
Twitter Follow Asim Choudhri at @AsimChoudhriMD
Acknowledgements The authors thank Andrew J Gienapp (Department of
Medical Education, Methodist University Hospital, Memphis, Tennessee and
Department of Neurosurgery, University of Tennessee Health Science Center,
Memphis, Tennessee) for technical and copy editing, preparation of the manuscript
and gures for publishing, and publication assistance with this manuscript.
Contributors All authors of this work met International Committee of Medical
Journal Editors criteria for authorship and made substantial contributions to the
conception and design, acquisition of data, analysis and interpretation of data,
drafting, critical revision, and nal approval of this manuscript.
Competing interests LE has served as a consultant for Stryker Neurovascular,
Microvention, and Codman Neurovascular. DH has served as a consultant for
Covidien. ASA served as a consultant for Covidien, Johnson and Johnson, Siemens,
Stryker, and Terumo; and received grants from Siemens and Terumo.
Ethics approval University of Tennessee Health Sciences Center acute ischemic
stroke database (10-01003-XP).
Provenance and peer review Not commissioned; externally peer reviewed.
REFERENCES
1 Berkhemer OA, Fransen PS, Beumer D, et al. A randomized trial of intraarterial
treatment for acute ischemic stroke. N Engl J Med 2015;372:1120.
2 Bhatia R, Hill MD, Shobha N, et al. Low rates of acute recanalization with
intravenous recombinant tissue plasminogen activator in ischemic stroke: real-world
experience and a call for action. Stroke 2010;41:22548.
3 Saver JL, Jahan R, Levy EI, et al. Solitaire ow restoration device versus the Merci
Retriever in patients with acute ischaemic stroke (SWIFT): a randomised,
parallel-group, non-inferiority trial. Lancet 2012;380:12419.
4 Nogueira RG, Lutsep HL, Gupta R, et al. Trevo versus Merci retrievers for
thrombectomy revascularisation of large vessel occlusions in acute ischaemic stroke
(TREVO 2): a randomised trial. Lancet 2012;380:123140.
5 Broderick JP, Palesch YY, Demchuk AM, et al. Endovascular therapy after
intravenous t-PA versus t-PA alone for stroke. N Engl J Med 2013;368:893903.
6 Kidwell CS, Jahan R, Gornbein J, et al. A trial of imaging selection and
endovascular treatment for ischemic stroke. N Engl J Med 2013;368:91423.
7 Ciccone A, Valvassori L. Endovascular treatment for acute ischemic stroke. N Engl J
Med 2013;368:24334.
8 Goyal M, Demchuk AM, Menon BK, et al. Randomized assessment of rapid
endovascular treatment of ischemic stroke. N Engl J Med 2015;372:101930.
9 Campbell BC, Mitchell PJ, Kleinig TJ, et al. Endovascular therapy for ischemic stroke
with perfusion-imaging selection. N Engl J Med 2015;372:100918.
10 Albers GW, Thijs VN, Wechsler L, et al. Magnetic resonance imaging proles predict
clinical response to early reperfusion: the diffusion and perfusion imaging evaluation
for understanding stroke evolution (DEFUSE) study. Ann Neurol 2006;60:50817.
11 Yoo AJ, Verduzco LA, Schaefer PW, et al. MRI-based selection for intra-arterial
stroke therapy: value of pretreatment diffusion-weighted imaging lesion volume in
selecting patients with acute stroke who will benet from early recanalization.
Stroke 2009;40:204654.
12 Lansberg MG, Straka M, Kemp S, et al. MRI prole and response to endovascular
reperfusion after stroke (DEFUSE 2): a prospective cohort study. Lancet Neurol
2012;11:8607.
13 Lima FO, Furie KL, Silva GS, et al. The pattern of leptomeningeal collaterals on CT
angiography is a strong predictor of long-term functional outcome in stroke patients
with large vessel intracranial occlusion. Stroke 2010;41:231622.
14 Souza LC, Yoo AJ, Chaudhry ZA, et al. Malignant CTA collateral prole is highly
specic for large admission DWI infarct core and poor outcome in acute stroke.
AJNR Am J Neuroradiol 2012;33:13316.
15 Sims JR, Gharai LR, Schaefer PW, et al. ABC/2 for rapid clinical estimate of infarct,
perfusion, and mismatch volumes. Neurology 2009;72:210410.
16 Higashida RT, Furlan AJ, Roberts H, et al. Trial design and reporting standards for
intra-arterial cerebral thrombolysis for acute ischemic stroke. Stroke 2003;34:e10937.
17 Wisco D, Uchino K, Saqqur M, et al. Addition of hyperacute MRI AIDS in patient
selection, decreasing the use of endovascular stroke therapy. Stroke
2014;45:46772.
18 Nambiar V, Sohn SI, AlmekhlaMA, et al. CTA collateral status and response to
recanalization in patients with acute ischemic stroke. AJNR Am J Neuroradiol
2014;35:88490.
4 Elijovich L, et al.J NeuroIntervent Surg 2015;0:14. doi:10.1136/neurintsurg-2015-011731
Ischemic stroke
group.bmj.com on May 31, 2015 - Published by http://jnis.bmj.com/Downloaded from
retrospective chart review
therapy for acute ischemic stroke: a
and clinical outcome after endovascular
CTA collateral score predicts infarct volume
Matthew Whitehead and Asim F Choudhri
Lucas Elijovich, Nitin Goyal, Shraddha Mainali, Dan Hoit, Adam S Arthur,
published online May 20, 2015J NeuroIntervent Surg
1
http://jnis.bmj.com/content/early/2015/05/20/neurintsurg-2015-01173
Updated information and services can be found at:
These include:
References
#BIBL1
http://jnis.bmj.com/content/early/2015/05/20/neurintsurg-2015-01173
This article cites 18 articles, 7 of which you can access for free at:
service
Email alerting box at the top right corner of the online article.
Receive free email alerts when new articles cite this article. Sign up in the
Collections
Topic Articles on similar topics can be found in the following collections
(258)Ischemic stroke
Notes
http://group.bmj.com/group/rights-licensing/permissions
To request permissions go to:
http://journals.bmj.com/cgi/reprintform
To order reprints go to:
http://group.bmj.com/subscribe/
To subscribe to BMJ go to:
group.bmj.com on May 31, 2015 - Published by http://jnis.bmj.com/Downloaded from
... Furthermore, several parameters derived from CT angiography and CT perfusion were found to be independent predictors of the functional outcome. Good collateral status is associated with good outcomes, smaller infarct volumes, and lower incidences of hemorrhagic transformation following EVT [33][34][35][36][37][38][39][40][41][42][43] . The Hypoperfusion Intensity Ratio (HIR)-defined as the volume of tissue with Tmax>10s divided by the volume of tissue with Tmax>6s-has been associated with morphological collateral status and identified as a predictor of infarct progression and functional outcome, a finding corroborated by our results 44 . ...
Article
Full-text available
Acute ischemic stroke (AIS) is a leading global cause of mortality and morbidity. Improving long-term outcome predictions after thrombectomy can enhance treatment quality by supporting clinical decision-making. With the advent of interpretable deep learning methods in recent years, it is now possible to develop trustworthy, high-performing prediction models. This study introduces an uncertainty-aware, graph deep learning model that predicts endovascular thrombectomy outcomes using clinical features and imaging biomarkers. The model targets long-term functional outcomes, defined by the three-month modified Rankin Score (mRS), and mortality rates. A sample of 220 AIS patients in the anterior circulation who underwent endovascular thrombectomy (EVT) was included, with 81 (37%) demonstrating good outcomes (mRS≤\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\le$$\end{document}2). The performance of the different algorithms evaluated was comparable, with the maximum validation under the curve (AUC) reaching 0.87 using graph convolutional networks (GCN) for mRS prediction and 0.86 using fully connected networks (FCN) for mortality prediction. Moderate performance was obtained at admission (AUC of 0.76 using GCN), which improved to 0.84 post-thrombectomy and to 0.89 a day after stroke. Reliable uncertainty prediction of the model could be demonstrated.
... Hypoperfusion intensity ratio (HIR) was defined as the volume of tissue with Tmax > 10 s divided by the volume of tissue with Tmax > 6 s [13]. Both the CBV Index and HIR parameters have each shown a correlation with infarct growth and with clinical outcomes following mechanical thrombectomy (MT) [14][15][16][17][18][19]. ...
Article
Full-text available
Background: Pretreatment CT Perfusion (CTP) parameters serve as reliable surrogates of collateral status (CS). In this study, we aim to assess the relationship between the novel compensation index (CI, Tmax > 4 s/Tmax > 6 s) and already established CTP collateral markers, namely cerebral blood volume (CBV) index and Hypoperfusion Intensity Ratio (HIR), with the reference standard American Society of Interventional and Therapeutic Neuroradiology (ASITN) collateral score (CS) on DSA. Methods: In this retrospective study, inclusion criteria were the following: (a) CT angiography confirmed anterior circulation large vessel occlusion from 9 January 2017 to 10 January 2023; (b) diagnostic CT perfusion; and (c) underwent mechanical thrombectomy with documented DSA-CS. Student t-test, Mann–Whitney-U-test and Chi-square test were used to assess differences. Spearman’s rank correlation and logistic regression analysis were used to assess associations. p ≤ 0.05 was considered significant. Results: In total, 223 patients (mean age: 67.8 ± 15.8, 56% female) met our inclusion criteria. The CI (ρ = 0.37, p < 0.001) and HIR (ρ = −0.29, p < 0.001) significantly correlated with DSA-CS. Whereas the CBV Index (ρ = 0.1, p > 0.05) did not correlate with DSA-CS. On multivariate logistic regression analysis taking into account age, sex, ASPECTS, tPA, premorbid mRS, NIH stroke scale, prior history of TIA, stroke, atrial fibrillation, diabetes mellitus, hyperlipidemia, heart disease and hypertension, only CI was not found to be independently associated with DSA-CS (adjusted OR = 1.387, 95% CI: 1.09–1.77, p < 0.01). Conclusion: CI demonstrates a stronger correlation with DSA-CS compared to both the HIR and CBV Index where it may show promise as an additional quantitative pretreatment CS biomarker.
... In a study conducted by Elijovich et al. 27 , a favorable collateral status was associated with smaller infarct volumes and improved clinical outcomes in patients who underwent endovascular recanalization. Collateral circulation represents an existing vascular pathway that can supply blood to target tissue in the event of blockages in the primary vascular channels 28 . ...
Preprint
Full-text available
Background: Large Hemispheric Infarction (LHI) poses significant mortality and morbidity risks, necessitating predictive models for in-hospital mortality. Previous studies have explored LHI progression to malignant cerebral edema (MCE) but have not comprehensively addressed in-hospital mortality risk, especially in non-decompressive hemicraniectomy (DHC) patients. Methods: Demographic, clinical, risk factor, and laboratory data were gathered. The population was randomly divided into Development and Validation Groups at a 3:1 ratio, with no statistically significant differences observed. Variable selection utilized the Bonferroni-corrected Boruta technique (p < 0.01). Logistic Regression retained essential variables, leading to the development of a nomogram. ROC and DCA curves were generated, and calibration was conducted based on the Validation Group. Results: This study included 314 patients with acute anterior-circulating LHI, with 29.6% in the Death group (n = 93). Significant variables, including Glasgow Coma Score, Collateral Score, NLR, Ventilation, Non-MCA territorial involvement, and Midline Shift, were identified through the Boruta algorithm. The final Logistic Regression model led to a nomogram creation, exhibiting excellent discriminative capacity. Calibration curves in the Validation Group showed a high degree of conformity with actual observations. DCA curve analysis indicated substantial clinical net benefit within the 5% to 85% threshold range. Conclusions: We have utilized NIHSS score, Collateral Score, NLR, mechanical ventilation, non-MCA territorial involvement, and midline shift to develop a highly accurate, user-friendly nomogram for predicting in-hospital mortality in LHI patients. This nomogram serves as valuable reference material for future studies on LHI patient prognosis and mortality prevention, while addressing previous research limitations.
... In the IMS III trial, Liebeskind et al found an increased good clinical outcome rate and decreased mortality rate in patients with good collateral status (21). Elijovich et al showed that good collateral status predicts favorable clinical outcomes and reduced infarct volume in patients with LVO and treated with MT (22). In another meta-analysis, Wufuer et al reported that good collaterals might lead to favorable 3-month clinical outcomes and low mortality risk (23). ...
... [12] Poor collateral blood vessels are also known to augment the infarct core progression, which is attributed to development of brain edema. [5,13] us, according to those studies aforementioned, in our case, the presumed factor associated with the brain edema was no collateral of the occluded vessel, even though we achieved successful recanalization. ...
Article
Full-text available
Background Therapeutic reperfusion with endovascular treatment (EVT) for acute ischemic stroke is typically associated with better long-term functional outcome compared to standard medical care. However, post-procedural brain edema remained present in around half of EVT patients. Malignant brain edema (MBE) is a serious condition that can lead to increased intracranial pressure, rapid neurologic deterioration, and cerebral herniation, neutralizing the favorable efficacy of EVT on functional outcomes. Case Description A 51-year-old man with a history of atrial fibrillation presented with acute onset of hemiplegia and severe bradyarrhythmia. A head computed tomography-scan demonstrated hyperdense middle cerebral artery (MCA) sign. Intravenous thrombolysis was administered before temporary pacemaker insertion. The digital subtraction angiography confirmed occlusion of the M1 branch of the right MCA with no collaterals in the territory of the occluded vessel. Mechanical thrombectomy (MT) was performed 6 h after onset and successfully achieved modified thrombolysis in cerebral infarction 3 revascularization in 6 h 20 min. The patient later experienced massive brain edema that required emergent decompressive craniectomy. The modified Rankin scale score was 4 in 1- and 3-month’s follow-up. Conclusion MBE after MT results in unsatisfactory functional outcomes, even if it has successful revascularization. No collateral in the territory of the occluded vessel in the initial angiogram is one of the predictors of MBE after MT.
Chapter
A 72-year-old female was brought to the emergency with a history of right-sided weakness and inability to speak which was discovered at 5 pm when her family members returned from work. She was well when she had breakfast with them at 7 am. The family said that she had not cooked the morning meal that day. She did not have a significant medical history except that she was on losartan 50 mg once daily for hypertension. On examination, her vital signs were stable. She had global aphasia, right homonymous hemianopia, forced eye deviation to the left side, right upper motor neuron-type facial nerve palsy, and complete plegia of the right upper and lower limbs. Her National Institutes of Health Stroke Scale (NIHSS) score was 22. Her computed tomography (CT) scan done at presentation did not show any abnormality (Fig. 14.1). Due to the lack of facility for mechanical intervention, she was managed conservatively. However, on day 2, her level of consciousness deteriorated. Her repeat CT scan of the head then showed a large hemispheric infarct with significant mass effect (Fig. 14.2). The next day, her level of consciousness further deteriorated and she had to be intubated to maintain airway and prevent aspiration. Further, CT scan of the head was repeated which showed massive midline shift (Fig. 14.3). She underwent decompressive hemicraniectomy the same day, and subsequently improved to a modified Rankin Score (mRS) of 5 after a long stay in the intensive unit care (Fig. 14.4).
Article
Full-text available
Objectives Computed tomography angiography (CTA)-based machine learning methods for infarct volume estimation have shown a tendency to overestimate infarct core and final infarct volumes (FIV). Our aim was to assess factors influencing the reliability of these methods. Methods The effect of collateral circulation on the correlation between convolutional neural network (CNN) estimations and FIV was assessed based on the Miteff system and hypoperfusion intensity ratio (HIR) in 121 patients with anterior circulation acute ischemic stroke (AIS) using Pearson correlation coefficients and median volumes. Correlation was also assessed between successful and futile thrombectomies. The timing of individual CTAs in relation to CTP studies was analysed. Results The strength of correlation between CNN estimated volumes and FIV did not change significantly depending on collateral status as assessed with the Miteff system or HIR, being poor to moderate (r = 0.09–0.50). The strongest correlation was found in patients with futile thrombectomies (r = 0.61). Median CNN estimates showed a trend for overestimation compared to FIVs. CTA was acquired in the mid arterial phase in virtually all patients (120/121). Conclusions This study showed no effect of collateral status on the reliability of the CNN and best correlation was found in patients with futile thrombectomies. CTA timing in the mid arterial phase in virtually all patients can explain infarct volume overestimation. Advances in knowledge CTA timing seems to be the most important factor influencing the reliability of current CTA-based machine learning methods, emphasizing the need for CTA protocol optimization for infarct core estimation.
Article
Background and Purpose Acute ischemic stroke due to large vessel occlusion (AIS‐LVO) is a major cause of functional dependence. Collateral status (CS) is an important determinant of functional outcomes. Pretreatment CT perfusion (CTP) parameters serve as reliable surrogates of CS. Penumbra Salvage Index (PSI) is another parameter predictive of functional outcomes in AIS‐LVO. The aim of this study is to assess the relationship of pretreatment CTP parameters with PSI. Methods In this prospectively collected, retrospectively reviewed multicenter analysis, inclusion criteria were as follows: (1) CT angiography confirmed middle cerebral artery (MCA) M1‐segment and proximal M2‐segment occlusion from 9/1/2017 to 9/22/2022; (2) diagnostic CTP; and (3) available diagnostic Magnetic resonance Imaging (MRI) diffusion‐weighted images. Pearson correlation analysis was performed to assess the association between cerebral blood volume (CBV) index and hypoperfusion intensity ratio (HIR) with PSI. p value ≤.05 was considered statistically significant. Results In total, 131 patients ( n = 86, M1 and n = 45, proximal M2 occlusion) met our inclusion criteria. CBV index showed a modest positive correlation with PSI ( r = 0.34, p <.001) in patients with proximal MCA occlusion. Similar trends were noted in subgroup analysis of patients with M1 occlusion, and proximal M2 occlusion. Whereas, HIR did not have a strong trend or correlation with PSI. Conclusion CBV index correlates with PSI, whereas HIR does not. Future studies are needed to expand our understanding of the adjunct role of CBV index with other similar pretreatment CTP‐based markers in clinical evaluation and decision‐making in patients with MCA occlusion.
Article
Background: Thromboelastography (TEG) is a useful for predicting hemorrhagic transformation, early neurological deterioration, and functional outcome after stroke. We aimed to investigate whether TEG value could also be useful in predicting functional outcome via various intraprocedural and postprocedural factors in patients with acute large vessel occlusive stroke who underwent intraarterial thrombectomy (IAT). Methods: Patients with ischemic stroke who underwent IAT between March 2018 and March 2020 at two tertiary hospitals were included. The association between reaction time (R) and functional outcome was evaluated. The primary outcome was the achievement of functional independence defined as the achievement of a modified Rankin Scale (mRS) score of 0-2 at 3 months after the index stroke. Results: Among a total of 160 patients (mean age, 70.6 ± 12.3 years; 103 [64.4 %] men), 79 (49.3 %) achieved functional independence at 3 months. R, both as a continuous (odds ratio [OR]: 1.45, 95 % confidence interval [95 % CI]: 1.09-1.92, P = 0.011) and dichotomized parameters (R < 5 min [OR: 0.37, 95 % CI: 0.16-0.82, P = 0.014]), were inversely associated with increased odds of achieving functional independence (mRS score 0-2) after multivariable analysis. The association was still consistent when the outcome was the achievement of disability free (mRS score 0-1) or mRS score analyzed as an ordinal variable. Conclusions: Decreased R, especially R < 5 min, was inversely associated with functional outcome pf stroke after EVT.
Article
Background: Malignant cerebral edema (MCE) is a common and feared complication after endovascular thrombectomy (EVT) in acute ischemic stroke (AIS). This study aimed to establish a nomogram to predict MCE in anterior circulation large vessel occlusion stroke (LVOS) patients receiving EVT in order to guide the postoperative medical care in the acute phase. Methods: In this retrospective cohort study, 381 patients with anterior circulation LVOS receiving EVT were screened from 636 hospitalized patients with LVOS in two stroke medical centers. Clinical baseline data and imaging data were collected within 2-5 days of admission to the hospital. The patients were divided into two groups based on whether MCE occurred after EVT. Multivariate logistic regression analysis was used to evaluate the independent risk factors for MCE and to establish a nomogram. Results: Sixty-six patients out of 381 (17.32%) developed MCE. The independent risk factors for MCE included admission NIHSS ≥16 (OR, 1.851; 95% CI: 1.029-3.329; p =0.038), ASPECT score (OR, 0.621; 95% CI: 0.519-0.744; p <0.001), right hemisphere (OR, 1.636; 95% CI :0.941-2.843; p =0.079), collateral circulation (OR, 0.155; 95% CI: 0.074-0.324; p <0.001), recanalization (OR, 0.223; 95% CI: 0.109-0.457; p <0.001), hematocrit (OR, 0.937; 95% CI: 0.892-0.985; p =0.010) and glucose (OR, 1.118; 95% CI: 1.023-1.223; p =0.036), which were adopted as parameters of the nomogram. The receiver operating characteristic (ROC) curve analysis showed that the area under the curve (AUC) of the nomogram in predicting MCE was 0.901(95%CI:0.848-0.940; p <0.001). The Hosmer-Lemeshow test results were not significant (p = 0.685), demonstrating a good calibration of the nomogram. Conclusions: The novel nomogram composed of admission NIHSS, ASPECT scores, right hemisphere, collateral circulation, recanalization, hematocrit and serum glucose provide a potential predictor for MCE in patients with AIS after EVT.
Article
Full-text available
Background: Among patients with a proximal vessel occlusion in the anterior circulation, 60 to 80% of patients die within 90 days after stroke onset or do not regain functional independence despite alteplase treatment. We evaluated rapid endovascular treatment in addition to standard care in patients with acute ischemic stroke with a small infarct core, a proximal intracranial arterial occlusion, and moderate-to-good collateral circulation. Methods: We randomly assigned participants to receive standard care (control group) or standard care plus endovascular treatment with the use of available thrombectomy devices (intervention group). Patients with a proximal intracranial occlusion in the anterior circulation were included up to 12 hours after symptom onset. Patients with a large infarct core or poor collateral circulation on computed tomography (CT) and CT angiography were excluded. Workflow times were measured against predetermined targets. The primary outcome was the score on the modified Rankin scale (range, 0 [no symptoms] to 6 [death]) at 90 days. A proportional odds model was used to calculate the common odds ratio as a measure of the likelihood that the intervention would lead to lower scores on the modified Rankin scale than would control care (shift analysis). Results: The trial was stopped early because of efficacy. At 22 centers worldwide, 316 participants were enrolled, of whom 238 received intravenous alteplase (120 in the intervention group and 118 in the control group). In the intervention group, the median time from study CT of the head to first reperfusion was 84 minutes. The rate of functional independence (90-day modified Rankin score of 0 to 2) was increased with the intervention (53.0%, vs. 29.3% in the control group; P<0.001). The primary outcome favored the intervention (common odds ratio, 2.6; 95% confidence interval, 1.7 to 3.8; P<0.001), and the intervention was associated with reduced mortality (10.4%, vs. 19.0% in the control group; P=0.04). Symptomatic intracerebral hemorrhage occurred in 3.6% of participants in intervention group and 2.7% of participants in control group (P=0.75). Conclusions: Among patients with acute ischemic stroke with a proximal vessel occlusion, a small infarct core, and moderate-to-good collateral circulation, rapid endovascular treatment improved functional outcomes and reduced mortality. (Funded by Covidien and others; ESCAPE ClinicalTrials.gov number, NCT01778335.).
Article
Full-text available
Background: Trials of endovascular therapy for ischemic stroke have produced variable results. We conducted this study to test whether more advanced imaging selection, recently developed devices, and earlier intervention improve outcomes. Methods: We randomly assigned patients with ischemic stroke who were receiving 0.9 mg of alteplase per kilogram of body weight less than 4.5 hours after the onset of ischemic stroke either to undergo endovascular thrombectomy with the Solitaire FR (Flow Restoration) stent retriever or to continue receiving alteplase alone. All the patients had occlusion of the internal carotid or middle cerebral artery and evidence of salvageable brain tissue and ischemic core of less than 70 ml on computed tomographic (CT) perfusion imaging. The coprimary outcomes were reperfusion at 24 hours and early neurologic improvement (≥8-point reduction on the National Institutes of Health Stroke Scale or a score of 0 or 1 at day 3). Secondary outcomes included the functional score on the modified Rankin scale at 90 days. Results: The trial was stopped early because of efficacy after 70 patients had undergone randomization (35 patients in each group). The percentage of ischemic territory that had undergone reperfusion at 24 hours was greater in the endovascular-therapy group than in the alteplase-only group (median, 100% vs. 37%; P<0.001). Endovascular therapy, initiated at a median of 210 minutes after the onset of stroke, increased early neurologic improvement at 3 days (80% vs. 37%, P=0.002) and improved the functional outcome at 90 days, with more patients achieving functional independence (score of 0 to 2 on the modified Rankin scale, 71% vs. 40%; P=0.01). There were no significant differences in rates of death or symptomatic intracerebral hemorrhage. Conclusions: In patients with ischemic stroke with a proximal cerebral arterial occlusion and salvageable tissue on CT perfusion imaging, early thrombectomy with the Solitaire FR stent retriever, as compared with alteplase alone, improved reperfusion, early neurologic recovery, and functional outcome. (Funded by the Australian National Health and Medical Research Council and others; EXTEND-IA ClinicalTrials.gov number, NCT01492725, and Australian New Zealand Clinical Trials Registry number, ACTRN12611000969965.).
Article
Full-text available
Background: In patients with acute ischemic stroke caused by a proximal intracranial arterial occlusion, intraarterial treatment is highly effective for emergency revascularization. However, proof of a beneficial effect on functional outcome is lacking. Methods: We randomly assigned eligible patients to either intraarterial treatment plus usual care or usual care alone. Eligible patients had a proximal arterial occlusion in the anterior cerebral circulation that was confirmed on vessel imaging and that could be treated intraarterially within 6 hours after symptom onset. The primary outcome was the modified Rankin scale score at 90 days; this categorical scale measures functional outcome, with scores ranging from 0 (no symptoms) to 6 (death). The treatment effect was estimated with ordinal logistic regression as a common odds ratio, adjusted for prespecified prognostic factors. The adjusted common odds ratio measured the likelihood that intraarterial treatment would lead to lower modified Rankin scores, as compared with usual care alone (shift analysis). Results: We enrolled 500 patients at 16 medical centers in The Netherlands (233 assigned to intraarterial treatment and 267 to usual care alone). The mean age was 65 years (range, 23 to 96), and 445 patients (89.0%) were treated with intravenous alteplase before randomization. Retrievable stents were used in 190 of the 233 patients (81.5%) assigned to intraarterial treatment. The adjusted common odds ratio was 1.67 (95% confidence interval [CI], 1.21 to 2.30). There was an absolute difference of 13.5 percentage points (95% CI, 5.9 to 21.2) in the rate of functional independence (modified Rankin score, 0 to 2) in favor of the intervention (32.6% vs. 19.1%). There were no significant differences in mortality or the occurrence of symptomatic intracerebral hemorrhage. Conclusions: In patients with acute ischemic stroke caused by a proximal intracranial occlusion of the anterior circulation, intraarterial treatment administered within 6 hours after stroke onset was effective and safe. (Funded by the Dutch Heart Foundation and others; MR CLEAN Netherlands Trial Registry number, NTR1804, and Current Controlled Trials number, ISRCTN10888758.).
Article
Full-text available
Background and purpose: Collateral status at baseline is an independent determinant of clinical outcome among patients with acute ischemic stroke. We sought to identify whether the association between recanalization after intra-arterial acute stroke therapy and favorable clinical response is modified by the presence of good collateral flow assessed on baseline CTA. Materials and methods: Data are from the Keimyung Stroke Registry, a prospective cohort study of patients with acute ischemic stroke from Daegu, South Korea. Patients with M1 segment MCA with or without intracranial ICA occlusions on baseline CTA from May 2004 to July 2009 who also had baseline MR imaging were included. Two readers blinded to all clinical information assessed baseline and follow-up imaging. Leptomeningeal collaterals on baseline CTA were assessed by consensus by use of the regional leptomeningeal score. Results: Among 84 patients (mean age, 65.2 ± 13.2 years; median NIHSS score, 14; interquartile range, 8.5), median time from stroke onset to initial MR imaging was 164 minutes. TICI 2b-3 recanalization was achieved in 38.1% of patients and mRS 0-2 at 90 days in 35.8% of patients. In a multivariable model, the interaction between collateral status and recanalization was significant. Only patients with intermediate or good collaterals who recanalized showed a statistically significant association with good clinical outcome (rate ratio = 3.8; 95% CI, 1.2-12.1). Patients with good and intermediate collaterals who did not achieve recanalization and patients with poor collaterals, even if they achieved recanalization, did not do well. Conclusions: Patients with good or intermediate collaterals on CTA benefit from intra-arterial therapy, whereas patients with poor collaterals do not benefit from treatment.
Article
Background and Purpose— The National Institutes of Health (NIH) estimates that stroke costs now exceed $45 billion per year. Stroke is the third leading cause of death and one of the leading causes of adult disability in North America, Europe, and Asia. A number of well-designed randomized stroke trials and case series have now been reported in the literature to evaluate the safety and efficacy of thrombolytic therapy for the treatment of acute ischemic stroke. These stroke trials have included intravenous studies, intra-arterial studies, and combinations of both, as well as use of mechanical devices for removal of thromboemboli and of neuroprotectant drugs, alone or in combination with thrombolytic therapy. At this time, the only therapy demonstrated to improve outcomes from an acute stroke is thrombolysis of the clot responsible for the ischemic event. There is room for improvement in stroke lysis studies. Divergent criteria, with disparate reporting standards and definitions, have made direct comparisons between stroke trials difficult to compare and contrast in terms of overall patient outcomes and efficacy of treatment. There is a need for more uniform definitions of multiple variables such as collateral flow, degree of recanalization, assessment of perfusion, and infarct size. In addition, there are multiple unanswered questions that require further investigation, in particular, questions as to which patients are best treated with thrombolysis. One of the most important predictors of clinical success is time to treatment, with early treatment of <3 hours for intravenous tissue plasminogen activator and <6 hours for intra-arterial thrombolysis demonstrating significant improvement in terms of 90-day clinical outcome and reduced cerebral hemorrhage. It is possible that improved imaging that identifies the ischemic penumbra and distinguishes it from irreversibly infarcted tissue will more accurately select patients for therapy than duration of symptoms. There are additional problems in the assessment of patients eligible for thrombolysis. These include being able to predict whether a particular site of occlusion can be successfully revascularized, predict an individual patient’s prognosis and outcome after revascularization, and in particular, to predict the development of intracerebral hemorrhage, with and without clinical deterioration. It is not clear to assume that achieving immediate flow restoration due to thrombolytic therapy implies clinical success and improved outcome. There is no simple correlation between recanalization and observed clinical benefit in all ischemic stroke patients, because other interactive variables, such as collateral circulation, the ischemic penumbra, lesion location and extent, time to treatment, and hemorrhagic conversion, are all interrelated to outcome. Methods— This article was written under the auspices of the Technology Assessment Committees for both the American Society of Interventional and Therapeutic Neuroradiology and the Society of Interventional Radiology. The purpose of this document is to provide guidance for the ongoing study design of trials of intra-arterial cerebral thrombolysis in acute ischemic stroke. It serves as a background for the intra-arterial thrombolytic trials in North America and Europe, discusses limitations of thrombolytic therapy, defines predictors for success, and offers the rationale for the different considerations that might be important during the design of a clinical trial for intra-arterial thrombolysis in acute stroke. Included in this guidance document are suggestions for uniform reporting standards for such trials. These definitions and standards are mainly intended for research trials; however, they should also be helpful in clinical practice and applicable to all publications. This article serves to standardize reporting terminology and includes pretreatment assessment, neurologic evaluation with the NIH Stroke Scale score, imaging evaluation, occlusion sites, perfusion grades, follow-up imaging studies, and neurologic assessments. Moreover, previously used and established definitions for patient selection, outcome assessment, and data analysis are provided, with some possible variations on specific end points. This document is therefore targeted to help an investigator to critically review the scales and scores used previously in stroke trials. This article also seeks to standardize patient selection for treatment based on neurologic condition at presentation, baseline imaging studies, and utilization of standardized inclusion/exclusion criteria. It defines outcomes from therapy in phase I, II, and III studies. Statistical approaches are presented for analyzing outcomes from prospective, randomized trials with both primary and secondary variable analysis. A discussion on techniques for angiography, intra-arterial thrombolysis, anticoagulation, adjuvant therapy, and patient management after therapy is given, as well as recommendations for posttreatment evaluation, duration of follow-up, and reporting of disability outcomes. Imaging assessment before and after treatment is given. In the past, noncontrast CT brain scans were used as the initial screening examination of choice to exclude cerebral hemorrhage. However, it is now possible to quantify the volume of early infarct by using contiguous, discrete (nonhelical) images of 5 mm. In addition, CT angiography by helical scanning and 100 mL of intravenous contrast agent can be used expeditiously to obtain excellent vascular anatomy, define the occlusion site, obtain 2D and 3D reformatted vascular images, grade collateral blood flow, and perform tissue-perfusion studies to define transit times of a contrast bolus through specific tissue beds and regions of interest in the brain. Dynamic CT perfusion scans to assess the whole dynamics of a contrast agent transit curve can now be routinely obtained at many hospitals involved in these studies. The rationale, current status of this technology, and potential use in future clinical trials are given. Many hospitals are also performing MR brain studies at baseline in addition to, or instead of, CT scans. MRI has a high sensitivity and specificity for the diagnosis of ischemic stroke in the first several hours from symptom onset, identifies arterial occlusions, and characterizes ischemic pathology noninvasively. Case series have demonstrated and characterized the early detection of intraparenchymal hemorrhage and subarachnoid hemorrhage by MRI. Echo planar images, used for diffusion MRI and, in particular, perfusion MRI are inherently sensitive for the susceptibility changes caused by intraparenchymal blood products. Consequently, MRI has replaced CT to rule out acute hemorrhage in some centers. The rationale and the potential uses of MR scanning are provided. In addition to established criteria, technology is continuously evolving, and imaging techniques have been introduced that offer new insights into the pathophysiology of acute ischemic stroke. For example, a better patient stratification might be possible if CT and/or MRI brain scans are used not only as exclusion criteria but also to provide individual inclusion and exclusion criteria based on tissue physiology. Imaging techniques might also be used as a surrogate outcome measure in future thrombolytic trials. The context of a controlled study is the best environment to validate emerging imaging and treatment techniques. The final section details reporting standards for complications and adverse outcomes; defines serious adverse events, adverse events, and unanticipated adverse events; and describes severity of complications and their relation to treatment groups. Recommendations are made regarding comparing treatment groups, randomization and blinding, intention-to-treat analysis, quality-of-life analysis, and efficacy analysis. This document concludes with an analysis of general costs associated with therapy, a discussion regarding entry criteria, outcome measures, and the variability of assessment of the different stroke scales currently used in the literature is also featured. Conclusion— In summary, this article serves to provide a more uniform set of criteria for clinical trials and reporting outcomes used in designing stroke trials involving intra-arterial thrombolytic agents, either alone or in combination with other therapies. It is anticipated that by having a more uniform set of reporting standards, more meaningful analysis of the data and the literature will be able to be achieved.
Article
The failure of recent trials to show the effectiveness of acute endovascular stroke therapy (EST) may be because of inadequate patient selection. We implemented a protocol to perform pretreatment MRI on patients with large-vessel occlusion eligible for EST to aid in patient selection. We retrospectively identified patients with large-vessel occlusion considered for EST from January 2008 to August 2012. Patients before April 30, 2010, were selected based on computed tomography/computed tomography angiography (prehyperacute protocol), whereas patients on or after April 30, 2010, were selected based on computed tomography/computed tomography angiography and MRI (hyperacute MRI protocol). Demographic, clinical features, and outcomes were collected. Univariate and multivariate analyses were performed. We identified 267 patients: 88 patients in prehyperacute MRI period and 179 in hyperacute MRI period. Fewer patients evaluated in the hyperacute MRI period received EST (85 of 88, 96.6% versus 92 of 179, 51.7%; P<0.05). The hyperacute-MRI group had a more favorable outcome of a modified Rankin scale 0 to 2 at 30 days as a group (6 of 66, 9.1% versus 33 of 140, 23.6%; P=0.01), and when taken for EST (6 of 63, 9.5% versus 17 of 71, 23.9%; P=0.03). On adjusted multivariate analysis, the EST in the hyperacute MRI period was associated with a more favorable outcome (odds ratio, 3.4; 95% confidence interval, 1.1-10.6; P=0.03) and reduced mortality rate (odds ratio, 0.16; 95% confidence interval, 0.03-0.37; P<0.001). Implementation of hyperacute MRI protocol decreases the number of endovascular stroke interventions by half. Further investigation of MRI use for patient selection is warranted.
Article
Background: Whether brain imaging can identify patients who are most likely to benefit from therapies for acute ischemic stroke and whether endovascular thrombectomy improves clinical outcomes in such patients remains unclear. Methods: In this study, we randomly assigned patients within 8 hours after the onset of large-vessel, anterior-circulation strokes to undergo mechanical embolectomy (Merci Retriever or Penumbra System) or receive standard care. All patients underwent pretreatment computed tomography or magnetic resonance imaging of the brain. Randomization was stratified according to whether the patient had a favorable penumbral pattern (substantial salvageable tissue and small infarct core) or a nonpenumbral pattern (large core or small or absent penumbra). We assessed outcomes using the 90-day modified Rankin scale, ranging from 0 (no symptoms) to 6 (dead). Results: Among 118 eligible patients, the mean age was 65.5 years, the mean time to enrollment was 5.5 hours, and 58% had a favorable penumbral pattern. Revascularization in the embolectomy group was achieved in 67% of the patients. Ninety-day mortality was 21%, and the rate of symptomatic intracranial hemorrhage was 4%; neither rate differed across groups. Among all patients, mean scores on the modified Rankin scale did not differ between embolectomy and standard care (3.9 vs. 3.9, P=0.99). Embolectomy was not superior to standard care in patients with either a favorable penumbral pattern (mean score, 3.9 vs. 3.4; P=0.23) or a nonpenumbral pattern (mean score, 4.0 vs. 4.4; P=0.32). In the primary analysis of scores on the 90-day modified Rankin scale, there was no interaction between the pretreatment imaging pattern and treatment assignment (P=0.14). Conclusions: A favorable penumbral pattern on neuroimaging did not identify patients who would differentially benefit from endovascular therapy for acute ischemic stroke, nor was embolectomy shown to be superior to standard care. (Funded by the National Institute of Neurological Disorders and Stroke; MR RESCUE ClinicalTrials.gov number, NCT00389467.).