Abstract
Background and Purpose—
The Stroke Treatment Academy Industry Roundtable (STAIR) sponsored an imaging session and workshop during the STAIR XI via webinar on October 1–2, 2020 to develop consensus recommendations, particularly regarding optimal imaging at primary stroke centers.
Methods—
This forum brought together stroke neurologists, neuroradiologists, neuroimaging research scientists, members of the National Institute of Neurological Disorders and Stroke (NINDS), industry representatives, and members of the US Food and Drug Administration to discuss imaging priorities in the light of developments in reperfusion therapies, particularly in an extended time window, and reinvigorated interest in brain cytoprotection trials.
Results—
The imaging session summarized and compared the imaging components of recent acute stroke trials and debated the optimal imaging strategy at primary stroke centers. The imaging workshop developed consensus recommendations for optimizing the acquisition, analysis and interpretation of CT and MR acute stroke imaging, and also recommendations on imaging strategies for primary stroke centers.
Conclusions—
Recent positive acute stroke clinical trials have extended the treatment window for reperfusion therapies using imaging selection. Achieving rapid and high quality stroke imaging is therefore critical at both primary and comprehensive stroke centers. Recommendations for enhancing stroke imaging research are provided.
Subject terms: Cerebrovascular disease/Stroke, Ischemic Stroke, Computerized tomography(CT), Magnetic Resonance Imaging(MRI), Imaging
Keywords: computed tomography angiography, perfusion imaging, thrombolysis, endovascular treatment
Introduction
In three years since the previous Stroke Treatment Academy Industry Roundtable (STAIR) X conference, positive trials have extended the time windows for both endovascular thrombectomy(EVT)1,2 and intravenous thrombolysis.3–5 These trials used imaging selection to identify patients with a favorable perfusion profile indicating salvageable brain tissue or an MRI diffusion:fluid-attenuated-inversion-recovery(FLAIR) mismatch signature indicating likely onset<4.5h in patients with unknown time of symptom onset. Interest in brain cytoprotection was reinvigorated by a pre-specified subgroup analysis of the Safety and Efficacy of Nerinetide(NA-1) in Subjects Undergoing Endovascular Thrombectomy for Stroke(ESCAPE-NA1) trial suggesting a 10% absolute benefit in functional independence with nerinetide among patients who did not receive alteplase.6
The Clinical Mismatch in the Triage of Wake Up and Late Presenting Strokes Undergoing Neurointervention With Trevo(DAWN) trial used clinical-core mismatch to identify patients with internal carotid and proximal middle cerebral artery occlusion who met small core criteria that varied by age and clinical severity(Table 1).2 The Endovascular Therapy Following Imaging Evaluation for Ischemic Stroke 3 (DEFUSE 3) trial used perfusion mismatch assessed using CT or MRI to identify patients with an ischemic core<70mL, a perfusion mismatch ratio≥1.8 and an absolute mismatch≥15mL.1 There was no evidence of a reduction in treatment effect across the time window used in the trials. As a result, guidelines recommend using these imaging selection paradigms to select patients for EVT in the 6–24h time-window.7–9
Table 1 –
Parameter | DAWN | DEFUSE 3 | EXTEND | ECASS4 | WAKE-UP |
---|---|---|---|---|---|
Ischemic core | Diffusion MRI: ADC<620 | Diffusion MRI: ADC<620 | Diffusion MRI: ADC<620 | Diffusion MRI: visual assessment | Diffusion MRI: visual assessment |
CT perfusion: relative CBF<30% | CT perfusion: relative CBF<30% | CT perfusion: relative CBF<30% | N/A | N/A | |
Critical hypoperfusion | Tmax>6s | Tmax>6s | Tmax>6s | Perfusion MRI: visual assessment | N/A |
Mismatch criteria | Clinical-core mismatch (RAPID): Age>80, NIHSS>10, core<20mL Age<80, NIHSS10–19, core<30mL Age<80, NIHSS≥20, core<50mL |
Automated perfusion mismatch (RAPID): core<70mL mismatch ratio≥1.8 mismatch volume≥15 mL |
Automated perfusion mismatch (RAPID): core<70mL mismatch ratio>1.2 mismatch volume>10 mL |
Visual perfusion mismatch: core<70mL mismatch ratio>1.2 mismatch volume>10 mL |
Visual diffusion-FLAIR mismatch: Diffusion abnormal without corresponding significant FLAIR hyperintensity |
Outcome: | Benefit of EVT 6–24h | Benefit of EVT 6–16h | Benefit of IVT 4.5–9h and 9h after midpoint of sleep for wake-up stroke | Neutral | Benefit of IVT <4.5h after symptom discovery for wake-up/unknown onset |
CBF – cerebral blood flow; Tmax – time to maximum; NIHSS – National Institutes of Health Stroke Scale; FLAIR – fluid-attenuated inversion recovery
The Extending the Time for Thrombolysis in Emergency Neurological Deficits (EXTEND) trial4 and meta-analysis3 with European Cooperative Acute Stroke Study-4 (ECASS4)10 and Echoplanar Imaging Thrombolysis Evaluation Trial (EPITHET)11 used perfusion mismatch assessed using CT or MRI to identify patients with an ischemic core<70mL and perfusion mismatch ratio>1.2 with >10mL absolute mismatch who could be treated 4.5–9h after the time they were last known to be well, or <9h from the midpoint of sleep for patients with wake-up stroke. Alteplase significantly improved functional outcomes: modified Rankin Scale [mRS] 0–1 adjusted OR=1.86(1.15–2.99), mRS0–2 aOR=1.74(1.08–2.81) and ordinal analysis commonOR=2.18(1.41–3.37); with 4.7% symptomatic intracerebral hemorrhage.3 By comparison 0–3h alteplase improved mRS0–1 with aOR=1.75(1.35–2.27). Interestingly, patients who met automated mismatch criteria had strong benefit whereas there was no evidence of benefit in patients who had visually-assessed mismatch but who did not meet automated threshold criteria, although comparison with the automated mismatch group was underpowered and formal statistical interaction was not demonstrated.3 The Efficacy and Safety of MRI-based Thrombolysis in Wake-up Stroke(WAKE-UP) trial took a different imaging approach and used diffusion-FLAIR mismatch to identify patients with unknown onset time who were likely to be<4.5h after stroke onset. This study also demonstrated benefit of intravenous alteplase (mRS0–1 aOR=1.61(1.09–2.36).5 The subgroup of patients with lacunar stroke (ineligible for treatment using perfusion mismatch criteria) appeared to have similar benefit compared to non-lacunar stroke.12
Other trials have examined the role of imaging in patient selection, following recommendations in previous Acute Stroke Research Roadmaps.13–15 The Penumbra and Recanalisation Acute Computed Tomography in Ischaemic Stroke Evaluation(PRACTISE) trial, reported in abstract form, randomized 272 patients who presented 0–4.5h after symptom onset to imaging with either non-contrast CT-only or multimodal CT including CT-perfusion(CTP).16 There was no difference in the time from stroke onset to thrombolysis decision between imaging paradigms. Patients imaged with CTP were less likely to receive thrombolysis (50% vs 69%, OR=0.38 (95%CI 0.20–0.71), but had similar functional outcomes (mRS 0–1 52.5% with multimodal-CT vs 48.5% with non-contrast CT only, p=0.94), despite the final diagnosis being confirmed as ischemic stroke. This suggests that the withholding of thrombolysis may have been appropriate. The reduction in thrombolysis was seen in mild-moderately affected patients with the most frequent reasons given for withholding thrombolysis being the lack of a vessel occlusion(47%) or perfusion lesion(34%). A large ischemic core was only listed as the reason in 3% of patients. The French Acute Cerebral Multimodal Imaging to Select Patients for MEchanical Thrombectomy(FRAME) trial included 218 patients treated with EVT 0–6 hours after stroke onset and imaged primarily with perfusion-diffusion MRI.17 In patients with a mismatch ratio >1.2 and no core volume limit, recanalization was associated with increased functional independence(mRS 0–2) at 3months (60% vs. 32%, OR=3.3, 95%CI 1.2–9.3, p=0.02). In contrast, patients without mismatch did not appear to benefit from recanalization (35% vs. 45% OR=0.64, 95%CI 0.15–2.7, p=0.54). The interaction p-value for the difference between ORs was 0.06.
The Optimizing Patient’s Selection for Endovascular Treatment in Acute Ischemic Stroke(SELECT) study examined both non-contrast CT and CTP profiles in a prospective cohort of patients with large vessel occlusion imaged 0–24h after stroke onset to assess the concordance of the two modalities and their correlation with thrombectomy outcomes.18 The majority(81%) of patients who underwent EVT had favorable profiles both on CT (Alberta Stroke Program Early CT Score[ASPECTS]≥6) and CTP (Ischemic core<70ml, mismatch ratio≥1.8, mismatch volume≥15ml). The rate of functional independence after EVT was 58% in patients with concordant favorable imaging, compared to 46% in patients with unfavorable CT but favorable CTP and 24% for favorable CT but unfavorable CTP. Additionally, patients with unfavorable CTP had significantly more adverse outcomes, including symptomatic intracerebral hemorrhage, mortality and neurological worsening, regardless of a favorable non-contrast CT, which may suggest additional value of perfusion imaging in prognostication.
The ESCAPE-NA1 trial tested the PSD95 inhibitor nerinetide in EVT-eligible patients with favorable non-contrast CT and moderate-good collaterals on CT-angiography(CTA).6 Although neutral overall, the pre-specified stratum of patients untreated with alteplase had ~10% absolute benefit in regaining functional independence. Pharmacokinetic data provided biological plausibility for the interaction with alteplase, indicating that alteplase-generated plasmin cleaved nerinetide, reducing nerinetide plasma levels by 50%. The effect of nerinetide in alteplase-ineligible patients will be tested in a further trial but ESCAPE-NA1 provided the first potentially positive brain cytoprotection data in human stroke. This will reinvigorate research into cerebroprotection and requires fresh consideration of the appropriate imaging selection approaches.
The ischemic core concept and operationalization
The ischemic core is defined as the brain region that is irreversibly injured at the time of imaging.14 It may not be histologically infarcted at the time of imaging but cannot be resuscitated, even with immediate reperfusion. This theoretical concept aims to allow the clinician to visualize the best tissue outcome that can be achieved with successful treatment. Various imaging approaches are used to estimate the ischemic core at the time of imaging (rather than predict, which implies a future and conditional state) and they differ in sensitivity, specificity and inter-rater reliability. The potential imprecision in estimation of the core has led some to propose an alternative construct of extreme ischemic stress with matching terminology.19 However, the STAIR XI consensus is that the concept of the ischemic core remains clinically relevant and alternative terminology is not desirable.
Non-contrast CT hypodensity represents irreversible injury with high specificity but lower sensitivity in the first few hours after stroke onset and inter-rater agreement for more subtle changes is limited.20 CTP estimation of the ischemic core can be based on severely reduced relative cerebral blood flow,21,22 reduced cerebral blood volume (CBV)23 or severely prolonged time to maximum of the residue function (Tmax).24 A relative cerebral blood flow (relCBF) threshold<30% of that in normal brain is commonly used by automated software packages and is more sensitive but less specific than the finding of reduced CBV.21, 22 If visually assessing a perfusion map, then CBV is the preferred estimate of ischemic core because CBF is visually reduced throughout the entire ischemic region, including salvageable penumbral regions. The threshold for irreversible injury using CBF is time dependent. In practice, the time between stroke onset and reperfusion is sufficiently long in most patients for relCBF<30% to reflect irreversible injury.25,26 However, in patients who present very early after symptom onset and achieve fast reperfusion, a relCBF<30% threshold may overestimate the ischemic core, particularly in white matter.27 Some studies suggest that in the very early time window (0–90min), a relCBF<20% threshold may produce more accurate volumetric estimates of ischemic core compared to follow-up imaging, but the quality of spatial agreement remains to be determined.24,28
There is generally a gradient of CBF reduction and Tmax prolongation across the hypoperfused region. Considering the volumes of tissue with <20% relCBF, in addition to the standard definition of <30% relCBF, can assist the clinician to gauge their level of confidence in CTP-based estimates of ischemic core volume, particularly when there is likely to be a short time-window between onset and reperfusion.24,28 Review of the non-contrast CT in the severely hypoperfused regions may reveal subtle but convincing hypodensity that also reinforces confidence in the extent of ischemic core. There may also be non-contrast CT changes outside the perfusion lesion if partial reperfusion or clot migration has occurred.
Diffusion MRI is highly sensitive for ischemic stroke and becomes abnormal within minutes of the onset of ischemia.29 Restricted diffusion represents cytotoxic edema and generally reflects permanently injured tissue. However, cytotoxic edema can be reversible in regions with more mildly reduced apparent diffusion coefficient, if reperfusion is rapidly achieved.30–32 While some patients have sustained reversal, a temporary reversal in the first hours after reperfusion with subsequent return of abnormal signal by ~24h is also often observed.33, 34 Whether this represents initial tissue recovery and subsequent secondary injury that might potentially be prevented with effective brain cytoprotection directed at late processes such as apoptosis is a key question to address.
Diffusion MRI acquired shortly after CTP formed the reference standard for the derivation of relCBF thresholds for ischemic core using CTP.21,22 The potential for reversal of diffusion lesions with rapid endovascular reperfusion therefore may require re-calibration of the CTP thresholds, particularly if effective brain cytoprotective strategies are developed in the future (see recommendations for refinement of ischemic core estimation, Table 2). The potential for collateral blood flow enhancement (e.g. sphenopalatine ganglion stimulation35) could also shift the relationship between the initial hypoperfusion severity and the ultimate extent of tissue injury. Artificial intelligence approaches that combine multiple parameters and may include clinical variables to estimate the ischemic core are advancing, and are likely to outperform simple single-parameter thresholds.
Table 2 -.
Diffusion MRI | CT perfusion | Non-contrast CT |
---|---|---|
• Understanding temporary lesion reversal – is this an opportunity for cerebroprotection to prevent secondary injury? | Re-calibration against a refined diffusion MRI definition of core (requires contemporaneous CTP and MRI which has practical challenges) versus follow-up infarct volume in patients with rapid and complete reperfusion | Improved detection of subtle Hounsfield unit changes • High quality image acquisition • Judicious use of iterative reconstruction • Further exploration of dual energy acquisitions • Artificial Intelligence detection of subtle changes |
Recognition of gradient of tissue injury (non-dichotomous tissue fate) | Maps with probabilistic information indicating the degree of confidence in tissue status may aid interpretation Artificial intelligence with multiparametric input +/− clinical variables is likely to outperform single parameter thresholds |
Standardization of assessment of hemorrhagic transformation across CT and MRI modalities |
Technical pitfalls to consider in analysis of apparent diffusion lesion reversal: • Initial infarct edema followed by atrophy • Co-registration inaccuracy • White versus grey matter differences |
Technical pitfalls to consider in analysis of apparent CTP core salvage: • temporary diffusion lesion reversal if follow-up imaging reference is DWI obtained <24h • relative insensitivity of non-contrast CT to infarction if used as follow-up reference • Co-registration inaccuracy • White versus grey matter differences |
Notwithstanding these caveats, the existing CTP and diffusion MRI thresholds for estimating ischemic core have permitted substantial expansion in treatment time windows in clinical practice. The existing thresholds also had good volumetric agreement with follow-up infarct volume in DEFUSE 325 and Solitaire With the Intention For Thrombectomy as Primary Endovascular Treatment (SWIFT PRIME).26 As with all diagnostic tests, however, there is imperfect sensitivity and specificity. Physicians therefore need to understand the strengths and weaknesses of each imaging tool, synthesize the imaging results with other available information, and use judgment to interpret the data and determine treatment. Having more information is generally positive for clinicians, provided interpretation is sufficiently sophisticated and rapid.
There has been concern that widespread perfusion imaging, particularly in the early time window may lead to exclusion of patients who may potentially benefit from reperfusion therapies. However, this is a challenge of interpretation rather than a flaw in the technique itself. The solution to this problem of over-selection likely lies in gaining an improved understanding of the ischemic core volume and location and of the imaging profiles that are associated with benefit from reperfusion. For example, there are multiple subgroup analyses suggesting benefit of reperfusion in selected patients with an estimated ischemic core volume >70mL (both within and beyond 6h after stroke onset).36–41 The presence of >70mL core should therefore not be regarded as evidence that benefit from reperfusion is not possible. Instead, it identifies a group of patients in whom the risks and benefits of reperfusion are more finely balanced and ongoing randomized trials may clarify treatment decisions in this group. In addition to ischemic core volume, factors such as lesion location (including involvement of eloquent cortex and tracts), pre-morbid function and expected time to reperfusion warrant consideration when deciding whether to recommend EVT.36 Physicians should also familiarize themselves with the pitfalls of automated perfusion imaging, many of which are mitigated by review of the unprocessed perfusion source data, familiarity with the locally used processing software and interpretation in the context of non-contrast CT and CTA studies.
There has been concern that the addition of CTP and/or CTA to a non-contrast CT brain may cause unwarranted delay and worsen patient outcome. This certainly needs to be avoided. There are examples of systems in which the non-contrast CT is acquired, the patient returns to the emergency room and then has to be sent back to the scanner to acquire CTA, causing unacceptable delays. The capacity to perform a CTA immediately after non-contrast CT 24/7 should be regarded as a requisite skill at any primary stroke center. Once the barriers of intravenous access and technician training to obtain CTA are overcome, the addition of CTP should add only a few minutes (60–70 second acquisition and 2–3 minutes to reconstruct and process perfusion maps with automated software). A review of image acquisition and processing times at 10 primary and 10 comprehensive stroke centers using automated software revealed median time of 2min 21sec (IQR 1min 44sec-2min 51sec) from first CTP slice to perfusion map availability (Carolina Maier, personal communication). However, the cost of automated processing software is a relevant consideration, particularly for smaller centers.
Although recent trials have studied an approach of omitting IV thrombolysis in patients who are able to undergo endovascular thrombectomy immediately upon ED arrival,42 such an approach is not standard of care at most centers. It therefore remains critical that any delay to intravenous thrombolysis is minimized. Ideally IV thrombolysis is commenced in the CT scanner while acquiring additional CTP and CTA imaging, and initial endovascular team or transfer activation occurs on recognition of a proximal hyperdense artery on non-contrast CT.
Visual assessment of imaging using ordinal scales such as ASPECTS and visual collateral grading scales may appear simpler than estimating the volume of ischemic core using CTP or MRI. However, inter-rater reliability is more limited with visual assessments. Further, the use of visual assessments is most suited to large vessel occlusions, whereas the concept of ischemic core generalizes to all stroke types. The extended window thrombolysis meta-analysis3 suggested that inter-rater variability can impact treatment outcomes as patients with visually assessed perfusion mismatch who did not meet automated mismatch criteria appeared not to benefit from thrombolysis. Although the non-contrast CT ASPECTS is sometimes regarded as a more inclusive selection paradigm, excluding patients with low ASPECTS may actually prevent treatment of patients with a relatively small estimated ischemic core using CTP. This can occur because of the unequal volumes of the ASPECTS regions and loss of points due to partial involvement of a region. In the SELECT cohort, 60% of patients with ASPECTS 0–5 had estimated ischemic core volume <50mL and these patients appeared to respond favorably to endovascular reperfusion.18 This potential heterogeneity of treatment effect based on the imaging modality used to identify the extent of ischemic injury will be examined in the ongoing SELECT 2 randomized trial (NCT03876457).
Optimizing Quality of Multimodal CT Acquisitions
Non-contrast CT
The non-contrast CT brain remains the key basic investigation for suspected stroke patients and acquisitions must be optimized to minimize artifacts and enhance contrast to noise. The precise parameters required will vary between scanners but sufficient radiation dose is required with careful choice of reconstruction kernel and judicious use of iterative reconstruction. When developing or revising the scan protocol, image quality should be reviewed by a neuroradiologist and radiation physicist. Standard 5mm thick slices may be complemented by thin (~1mm) slice reconstructions to increase sensitivity for hyperdense thrombus in intracranial arteries that is diagnostic of acute ischemic stroke and may indicate a target for EVT even prior to CTP and CTA acquisition.43 The images should be reviewed in a range of tissue windows, including the approximately 40:40 window width and level settings that maximize the conspicuity subtle hypodensities indicative of early ischemic injury. Dual energy acquisitions may provide better contrast to noise for assessing subtle parenchymal hypodensity44 and be useful post-treatment to distinguish contrast staining from hemorrhagic transformation.45
CT-perfusion
A minimum z-axis coverage of 8cm should be acquired with a strong preference for true whole brain coverage (≥10cm) to cover the entire posterior fossa and supratentorial compartments and avoid missing anterior cerebral artery territory and cerebellar perfusion lesions. Standard CTP acquisition protocols use relatively low kV (70–80kV) to constrain radiation dose while improving sensitivity to iodinated contrast. Slice reconstruction thickness also requires a balance between image noise and spatial resolution with 5–10mm thick slices generally recommended for perfusion maps. CT protocols require close attention and need to be set up in conjunction with neuroradiologists and medical physicists.46 Thin (0.5–1.5mm) slices can be reconstructed to provide time-resolved angiography to assess collaterals and residual flow through a thrombus or critical stenosis. However, further optimization of thin slice reconstruction and processing is required to make this sufficiently rapid to be routinely useful in clinically practice. The duration of acquisition needs to cover the passage of the contrast bolus. Truncated acquisitions risk under-estimation of cerebral blood volume (the area under the time-concentration curve) and therefore over-estimation of the ischemic core. In general, 60sec provides adequate temporal coverage for most patients if the contrast bolus is injected at high flow rate (e.g. 8ml/sec) and with a saline chaser.47,48
CT-angiography
Thin slice reconstructions are critical to allow high resolution multiplanar reformatting and should be routinely stored on PACS systems, despite the volume of data. Dual energy acquisitions may facilitate bone removal.49 The assessment of collateral flow on single phase CTA is prognostic and reliable if good collaterals are visualized. However, accuracy is dependent on the timing of contrast arrival and later-arriving collateral flow can be underestimated, risking exclusion of patients from reperfusion therapies who may benefit. Multi-phase CTA (or time-resolved CTA derived from CTP) provides more accurate information on collateral flow and the precise location and extent of arterial occlusion.50
Imaging Strategies at the Primary Stroke Center
CT is almost exclusively the imaging modality used at primary stroke centers. The establishment of EVT as standard-of-care treatment for patients with large vessel occlusion means that all primary stroke centers should routinely perform CTA to identify large vessel occlusion. Relying on the clinical severity, as assessed by the NIHSS, has inadequate sensitivity and specificity for identifying patients with EVT-eligible large vessel occlusions.51
Clearly, delays in treatment and transfer need to be avoided and so imaging workflow needs to be streamlined and performed in a single step rather than in separate sessions. In practical terms this means that scanners need to be equipped with contrast injector pumps and that CT technicians who can perform CTA need to be available 24/7/365. Once CTA is routinely available, the addition of CTP is a relatively minor incremental step. A dedicated ‘Code Stroke” imaging protocol that is used routinely and consistently results in better quality scans and fewer technical challenges. Potential benefits and challenges related to acquiring CTP routinely at primary stroke centers are summarized in Table 3.9, 52, 53 Key benefits include improved diagnostic accuracy and the potential ability to treat with thrombolysis >4.5h after stroke onset. CTP assessment of the ischemic mismatch can also play an important role in identifying which patients are eligible for endovascular therapy and should be transferred for this procedure. It is important that fast image transfer capabilities to the comprehensive stroke center are available, including cloud-based image sharing platforms. The cost of automated processing software for either CTP or automated large vessel occlusion may be a consideration in some settings and the development of open source options would be desirable. However, reducing futile transfers of patients who do not require EVT may offset the software cost and reduce dislocation from relatives.
Table 3 –
Benefits: | Comment: |
---|---|
Increased diagnostic accuracy | |
• Reduced treatment of mimics • Increased treatment of stroke with atypical clinical presentation |
Rapid decisions and limited on-site experience/telemedicine can lead to diagnostic errors and missed treatment opportunities. Artificial intelligence tools for decision assistance and automated alerts about treatable stroke are increasingly available. |
Increased diagnostic and prognostic confidence | |
• Treatment of patients with mild deficits | Risk-benefit assessment in mild stroke is challenging and evidence limited, perfusion lesion/vessel occlusion may inform decision |
• Treatment of patients with low ASPECTS but small ischemic core | Approximately 60% of patients with ASPECTS 0–5 have ischemic core <50mL and appear to benefit from reperfusion |
• Balancing co-morbidities and imaging profile when considering potential therapeutic benefit | Patients in practice frequently have co-morbidities (not included in clinical trials) – favorable imaging improves likelihood of regaining current quality of life; unfavorable imaging in combination with comorbidities may indicate low probability of treatment benefit |
• Familiarity that comes with routine acquisition | Faster, less technical errors, improved interpretation with regular use |
Potential IV thrombolysis for patients presenting >4.5h | Evidence of benefit in patients with perfusion mismatch. Recommended in European53 and Australian9 but not yet US guidelines. Note that only FLAIR-diffusion MRI mismatch has potential to identify patients with potentially treatable lacunar infarcts with unknown onset |
Identify patients likely to meet >6h endovascular thrombectomy criteria | |
• Reduce futile transfers | Cost and dislocation from relatives |
Identify patients at risk of large hemispheric infarction | Require transfer to neurosurgical center in case decompressive surgery needed |
Aim for a single imaging session without repeating on arrival at comprehensive center | Requires immediate access to CT technician with CT angiography capability. Image transfer to comprehensive center essential. |
Challenges: | |
Technician capability | Skill required is less than for acquiring CT angiography (no bolus timing needed) |
Cost of processing software | Particularly relevant to smaller hospitals. Market competition between vendors may lead to reduced cost in future. Costs are potentially offset by reduction in futile transfers and retained reimbursement |
Renal Function | Contrast nephropathy has been shown to be rare and reversible52 |
Radiation in the setting of overutilization | Justifiable for diagnostically useful imaging, particularly in patients presenting in an extended time window |
Time delay for extra imaging | Delays related to obtaining IV access also apply to CT angiography. CTP acquisition, reconstruction and processing should take no more than a few minutes if optimally configured. Best practice is to initiate thrombolysis in scanner after CT and prior to CTP and CTA acquisition. |
Unjustified exclusion of patients who may benefit from therapy (overselection) | This risk relates to interpretation rather than acquisition of imaging and requires clinician education to synthesize all available information |
ASPECTS – Alberta Stroke Program Early CT Score; CTP – CT Perfusion; FLAIR – Fluid-attenuated inversion recovery; IV – intravenous
Imaging considerations at the Comprehensive Stroke Center
Many of the above considerations also apply at comprehensive stroke centers. A key issue is when to repeat imaging on arrival versus proceed directly to EVT. Repeat imaging can contribute to delayed EVT which may lead to worse functional outcomes.54 Rapid image transfer from the referring primary stroke center to the receiving comprehensive stroke center is essential to avoid unnecessary repeat imaging. If comprehensive imaging has been performed at the primary center and the time elapsed when the patient arrives at the comprehensive center is not excessive, routinely repeating imaging should not be necessary. The maximum acceptable time before reimaging is required is a key area for future research. Physicians should critically consider what potential findings on repeat imaging would alter their decision to proceed to EVT. In patients who are clinically stable, a primary concern is that the ischemic core may have expanded during transport and that the patient no longer meets imaging mismatch criteria. If there has been clinical deterioration, hemorrhagic transformation can potentially be excluded via flat panel CT in the angiography suite. In the scenario of a dramatic clinical improvement, repeat CTA/CTP can be considered if there is strong clinical suspicion of recanalization during transfer. This is more frequent in patients treated with IV thrombolysis and if the thrombus is non-occlusive.55
For patients presenting directly to a comprehensive center, imaging with multimodal CT or MR is usual. The availability of acute MRI may be particularly useful for wake-up stroke patients as both the perfusion-diffusion and diffusion-FLAIR mismatch paradigms can be used for treatment selection. Some centers are exploring a direct to angiography suite approach. Some angiography suites are equipped with a CT or MRI scanner whereas others use flat panel angiography capability to acquire a non-contrast CT. Some angiography equipment can also obtain perfusion images, similar to a standard CT, from the C-arm. The optimal pre-screening approach to minimize unnecessary use of scarce angiographic room resources for patients without large vessel occlusion ischemic stroke remains to be determined.
Mobile Stroke Units are employed in some regions and mostly have non-contrast CT and intra-cranial CTA capability that can differentiate ischemic stroke from intracerebral hemorrhage and identify intracranial large vessel occlusion. Future developments should aim to acquire CTP to permit on-board thrombolysis of extended time window patients and to improve diagnostic accuracy, particularly for more mildly affected suspected stroke patients.
The role of imaging in patient selection and outcome assessment in future clinical trials
Brain cytoprotection:
The ideal patient for a brain cytoprotection study has not been determined and may depend on the mechanism of action of the putative agent. A sweet spot for cytoprotective agents might be patients with moderate collaterals who are at risk of infarct expansion prior to endovascular reperfusion. Patients with excellent collaterals and minimal ischemic core have a good prognosis with reperfusion therapies alone and may not exhibit further benefit with adjunctive therapies. In patients with very poor collateral flow, the delivery of cerebroprotective agents to affected tissue may be insufficient, unless the mechanism of action is compatible with the prevention of injury following reperfusion.
Adjunctive reperfusion therapies:
Comparative studies of thrombolytics and adjunctive antithrombotic strategies are underway and will likely increase in number as intravenous approaches to reperfusion remain more accessible globally than EVT. As with the comparison of different mechanical reperfusion therapies, these studies may gain statistical power by assessing the surrogate outcome of reperfusion, in addition to functional outcomes that are more susceptible to intercurrent unrelated events and the heterogeneity of ischemic stroke. In patients with large vessel occlusion, the diagnostic angiogram performed prior to EVT has been used to assess reperfusion after thrombolytic therapy.56,57 This model has the advantage of being non-disruptive to current time critical standard care. Patients with large and medium vessel occlusion may be the most informative when testing efficacy of reperfusion therapies.58 As workflow improves, patients presenting directly to endovascular-capable centers may have only a short period from experimental treatment to angiography. Enrolment at spoke sites, particularly rural hospitals, that transfer patients for EVT, and in mobile stroke units, may allow more time for the intervention to have an effect. However, trial design would then need to consider the study co-ordination resources at spoke sites that are often limited. Comparison of perfusion imaging performed pre and post treatment can also quantitate the degree of reperfusion (and may substitute for assessment of angiographic reperfusion in patients who do not proceed to angiography for a variety of reasons).
Safety assessment
Imaging is also relevant to assess safety outcomes, particularly hemorrhagic transformation. The definitions of hemorrhagic transformation have evolved with the Heidelberg classification59 expanding the ECASS radiological definitions of hemorrhagic infarction versus parenchymal hematoma to include subarachnoid hemorrhage and clinical criteria for substantial deterioration that indicates symptomatic hemorrhagic transformation. Inter-modality differences between CT and MRI remain a challenge for reliable classification of hemorrhagic transformation and require further study.
STAIR XI Consensus Recommendations:
The concept of ischemic core is clinically relevant and alternative terminology is not desirable. Recommendations for refinement of ischemic core estimation are summarized in Table 2.
The speed and quality of multimodal CT acquisitions and post-processing should be optimized (Table 2).
CTA should be concurrently obtained with the non-contrast CT scan in suspected stroke patients at primary stroke centers. CTP should also be routinely available at primary stroke centers. Potential benefits and challenges of obtaining CT, CTP and CTA as initial concurrent imaging are summarized in Table 3.
- Future imaging research:
- Determine the scenarios (including acceptable time elapsed) when imaging needs to be repeated in patients transferred for endovascular thrombectomy.
- Improve artificial intelligence approaches to estimating ischemic core with CT and MRI.
- Determine whether temporary diffusion lesion reversal after reperfusion represents initial tissue recovery and subsequent secondary injury that might potentially be prevented with effective brain cytoprotection.
- Improve pre-hospital imaging capabilities for triage +/− in-field thrombolysis.
- Determine the imaging profile of optimal candidates for brain cytoprotection.
- Refine assessment of hemorrhagic transformation to better account for inter-modality differences between CT and MRI.
Acknowledgments
We thank Gary Houser for his invaluable efforts in organizing and facilitating the STAIR conference.
Disclosures
Dr Lansberg reports research support from the National Institutes of Health. Dr Broderick reports research support from the National Institutes of Health (U01NS086872), other from Genentech, other from Ono Pharmaceutical, and other from Basking Bioscience outside the submitted work. Dr Derdeyn reports grants from Siemens Healthineers, other from Penumbra, other from Silk Road, other from NoNo, and other from Euphrates Vascular outside the submitted work.
Dr Khatri declares payments from the National Institutes of Health, Nervive, and Cerenovus as grants, Lumosa, Basking Biosciences, Diamedica as a consultant, and Bayer for her role as National Leader for a clinical trial. Dr Sarraj reports grants and personal fees from Stryker Neurovascular outside the submitted work. Dr Saver reports serving as an unpaid site investigator in multicenter trials sponsored by Covidien/Medtronic, Abbott, Stryker, and Neuravi/Cerenovus, for which the University of California received payments on the basis of clinical trial contracts for the number of subjects enrolled; reports receiving contracted hourly payments and travel reimbursement from Covidien, Medtronic/Abbott, Stryker, and Neuravi/Abbott, and stock options from Rapid Medical, for service on Trial Steering Committees, advising on rigorous trial design and conduct. The University of California has patent rights in retrieval devices for stroke. Dr Vagal reports research support from the National Institutes of Health (R01NS103824, RF1NS117643, R01NS100417, U01NS100699, U01NS110772) and research grant from Cerenovus to her department for her role as Director of Imaging Core Lab for clinical trial. Dr Albers reports research support from the National Institutes of Health (U01NS092076 and 1U10NS086487), equity interest in iSchemaView, and consulting fees from Genentech and iSchemaView. The other authors report no disclosures.
Non-standard Abbreviations and Acronyms
- ASPECTS
Alberta Stroke Program Early Computed Tomography Score
- CBV
cerebral blood volume
- CBF
cerebral blood flow
- CTA
CT Angiography
- CTP
CT Perfusion
- EVT
endovascular thrombectomy
- FLAIR
Fluid-attenuated inversion recovery
- IQR
inter-quartile range
- mRS
modified Rankin Scale
- NIHSS
National Institutes of Health Stroke Scale
- STAIR
Stroke Treatment Academy Industry Roundtable
- Tmax
time to maximum of the residue function
APPENDIX -. STAIR XI IMAGING Manuscript Contributors
Opeolu Adeoye Saeed Ansari Johannes Boltze Alastair Buchan Napasri Chaisinanunkul Christopher Chen Thomas P Davis Tatiana Ermakova Marc Fisher Walid Haddad Michael D Hill Gary Houser Ashutosh P Jadhav W Taylor Kimberly Jaren W Landen David S Liebeskind Patrick Lyden John Lynch Chris Mansi J Mocco Raul G Nogueira Sean I Savitz Lee H Schwamm Kevin N Sheth Yoram Solberg Chitra Venkatasubramanian Steven Warach Lawrence R Wechsler Bin Zhu Nikolaos K Ziogas
References
- 1.Albers GW, Marks MP, Kemp S, Christensen S, Tsai JP, Ortega-Gutierrez S, McTaggart RA, Torbey MT, Kim-Tenser M, Leslie-Mazwi T, et al. Thrombectomy for stroke at 6–16hours with selection by perfusion imaging. NEJM. 2018;378:708–718 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Nogueira RG, Jadhav AP, Haussen DC, Bonafe A, Budzik RF, Bhuva P, Yavagal DR, Ribo M, Cognard C, Hanel RA, et al. Thrombectomy 6–24hours after stroke with a mismatch between deficit and infarct. NEJM. 2018;378:11–21 [DOI] [PubMed] [Google Scholar]
- 3.Campbell BCV, Ma H, Ringleb P, Parsons MW, Churilov L, Bendszus M, Levi C, Hsu CY, Kleinig T, Fatar M, et al. Extending thrombolysis to 4·5–9hours and wake-up stroke using perfusion imaging. Lancet. 2019;394:139–147 [DOI] [PubMed] [Google Scholar]
- 4.Ma H, Campbell BCV, Parsons MW, Churilov L, Levi CR, Hsu CY, Kleinig T, Wijeratne T, Curtze S, Dewey H, et al. Thrombolysis guided by perfusion imaging up to 9hours after onset of stroke. NEJM. 2019;380:1795–1803 [DOI] [PubMed] [Google Scholar]
- 5.Thomalla G, Simonsen CZ, Boutitie F, Andersen G, Berthezene Y, Cheng B, Cheripelli B, Cho TH, Fazekas F, Fiehler J, et al. MRI-guided thrombolysis for stroke with unknown time of onset. NEJM. 2018;379:611–622 [DOI] [PubMed] [Google Scholar]
- 6.Hill MD, Goyal M, Menon BK, Nogueira RG, McTaggart RA, Demchuk AM, Poppe AY, Buck BH, Field TS, Dowlatshahi D, et al. Efficacy and safety of nerinetide for the treatment of acute ischaemic stroke. Lancet. 2020;395:878–887 [DOI] [PubMed] [Google Scholar]
- 7.Powers WJ, Rabinstein AA, Ackerson T, Adeoye OM, Bambakidis NC, Becker K, Biller J, Brown M, Demaerschalk BM, Hoh B, et al. Guidelines for the early management of patients with acute ischemic stroke: 2019 update. Stroke. 2019;50:e344–e418 [DOI] [PubMed] [Google Scholar]
- 8.Turc G, Bhogal P, Fischer U, Khatri P, Lobotesis K, Mazighi M, Schellinger PD, Toni D, de Vries J, White P, et al. ESO-ESMINT guidelines on mechanical thrombectomy in acute ischaemic stroke. Eur Stroke J. 2019;4:6–12 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Stroke Foundation, Australia. Clinical guidelines for stroke management. https://informme.org.au/en/Guidelines/Clinical-Guidelines-for-Stroke-Management [accessed 12-03-2021]
- 10.Ringleb P, Bendszus M, Bluhmki E, Donnan G, Eschenfelder C, Fatar M, Kessler C, Molina C, Leys D, Muddegowda G, et al. Extending the time window for intravenous thrombolysis in acute ischemic stroke using magnetic resonance imaging-based patient selection. Int J Stroke. 2019:1747493019840938. [DOI] [PubMed] [Google Scholar]
- 11.Davis SM, Donnan GA, Parsons MW, Levi C, Butcher KS, Peeters A, Barber PA, Bladin C, De Silva DA, Byrnes G, et al. Effects of alteplase beyond 3 h after stroke in the echoplanar imaging thrombolytic evaluation trial. Lancet Neurol. 2008;7:299–309 [DOI] [PubMed] [Google Scholar]
- 12.Barow E, Boutitie F, Cheng B, Cho TH, Ebinger M, Endres M, Fiebach JB, Fiehler J, Ford I, Galinovic I, et al. Functional outcome of intravenous thrombolysis in patients with lacunar infarcts in the wake-up trial. JAMA Neurol. 2019;76:641–649 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Wintermark M, Albers GW, Alexandrov AV, Alger JR, Bammer R, Baron JC, Davis S, Demaerschalk BM, Derdeyn CP, Donnan GA, et al. Acute stroke imaging research roadmap. Stroke. 2008;39:1621–1628 [DOI] [PubMed] [Google Scholar]
- 14.Wintermark M, Albers GW, Broderick JP, Demchuk AM, Fiebach JB, Fiehler J, Grotta JC, Houser G, Jovin TG, Lees KR, et al. Acute stroke imaging research roadmap II. Stroke. 2013;44:2628–2639 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Warach SJ, Luby M, Albers GW, Bammer R, Bivard A, Campbell BC, Derdeyn C, Heit JJ, Khatri P, Lansberg MG, et al. Acute stroke imaging research roadmap III imaging selection and outcomes in acute stroke reperfusion clinical trials. Stroke. 2016;47:1389–1398 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.ElTawil S, McConnachie A, Murray A, Wardlaw J, Mair G, Kalra L, Ford I, Robinson T, Warburton E, White P, et al. PRACTISE trial: Penumbra and recanalisation acute computed tomography in ischaemic stroke evaluation. Int J Stroke. 2019;4:10 [Google Scholar]
- 17.Olivot JM, Albucher JF, Guenego A, Thalamas C, Mlynash M, Rousseau V, Drif A, Christensen S, Sommet A, Viguier A, et al. Mismatch profile influences outcome after mechanical thrombectomy. Stroke. 2021;52:232–240 [DOI] [PubMed] [Google Scholar]
- 18.Sarraj A, Hassan AE, Grotta J, Sitton C, Cutter G, Cai C, Chen PR, Imam B, Pujara D, Arora A, et al. Optimizing patient selection for endovascular treatment in acute ischemic stroke. Ann Neurol. 2020;87:419–433 [DOI] [PubMed] [Google Scholar]
- 19.Goyal M, Ospel JM, Menon B, Almekhlafi M, Jayaraman M, Fiehler J, Psychogios M, Chapot R, van der Lugt A, Liu J, et al. Challenging the ischemic core concept in acute ischemic stroke imaging. Stroke. 2020;51:3147–3155 [DOI] [PubMed] [Google Scholar]
- 20.Bal S, Bhatia R, Menon BK, Shobha N, Puetz V, Dzialowski I, Modi J, Goyal M, Hill MD, Smith EE, et al. Time dependence of reliability of noncontrast computed tomography in comparison to computed tomography angiography source image in acute ischemic stroke. Int J Stroke. 2015;10:55–60 [DOI] [PubMed] [Google Scholar]
- 21.Campbell BCV, Christensen S, Levi CR, Desmond PM, Donnan GA, Davis SM, Parsons MW. Cerebral blood flow is the optimal CT perfusion parameter for assessing infarct core. Stroke. 2011;42:3435–3440 [DOI] [PubMed] [Google Scholar]
- 22.Cereda CW, Christensen S, Campbell BC, Mishra NK, Mlynash M, Levi C, Straka M, Wintermark M, Bammer R, Albers GW, et al. A benchmarking tool to evaluate computer tomography perfusion infarct core predictions against a DWI standard. J Cereb Blood Flow Metab. 2016;36:1780–1789 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Wintermark M, Flanders AE, Velthuis B, Meuli R, van Leeuwen M, Goldsher D, Pineda C, Serena J, van der Schaaf I, Waaijer A, et al. Perfusion-CT assessment of infarct core and penumbra. Stroke. 2006;37:979–985 [DOI] [PubMed] [Google Scholar]
- 24.d’Esterre CD, Boesen ME, Ahn SH, Pordeli P, Najm M, Minhas P, Davari P, Fainardi E, Rubiera M, Khaw AV, et al. Time-dependent computed tomographic perfusion thresholds for patients with acute ischemic stroke. Stroke. 2015;46:3390–3397 [DOI] [PubMed] [Google Scholar]
- 25.Rao G, Christensen S, Yennu A, Mlynash M, Zaharchuk G, Heit JA, Marks MP, Lansberg MG, Albers GW. Ischemic core and hypoperfusion volumes correlate with infarct size 24 hours after randomization in DEFUSE3. Stroke. 2019;50:626–631 [DOI] [PubMed] [Google Scholar]
- 26.Mokin M, Levy EI, Saver JL, Siddiqui AH, Goyal M, Bonafé A, Cognard C, Jahan R, Albers GW. Predictive value of rapid assessed perfusion thresholds on final infarct volume in SWIFT PRIME. Stroke. 2017;48:932–938 [DOI] [PubMed] [Google Scholar]
- 27.Hoving AJ, Marquering HA, Majoie CBLM, Yassi N, Sharma G, Liebeskind DS, van der Lugt A, Roos YB, van Zwam W, Oostenbrugge R, et al. Volumetric and spatial accuracy of CTP estimated ischemic core volume in patients with acute ischemic stroke. Stroke. 2018;49:2368–2375 [DOI] [PubMed] [Google Scholar]
- 28.Bivard A, Kleinig T, Miteff F, Butcher K, Lin L, Levi C, Parsons M. Ischemic core thresholds change with time to reperfusion. Ann Neurol. 2017;82:995–1003 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Hjort N, Christensen S, Solling C, Ashkanian M, Wu O, Rohl L, Gyldensted C, Andersen G, Ostergaard L. Ischemic injury detected by diffusion imaging 11 minutes after stroke. Ann Neurol. 2005;58:462–465 [DOI] [PubMed] [Google Scholar]
- 30.Purushotham A, Campbell BCV, Straka M, Mlynash M, Olivot JM, Bammer R, Kemp S, Albers GW, Lansberg MG. Apparent diffusion coefficient threshold for delineation of ischemic core. Int J Stroke. 2015;10:348–353 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Yoo J, Choi JW, Lee SJ, Hong JM, Hong JH, Kim CH, Kim YW, Kang DH, Kim YS, Hwang YH, et al. Ischemic diffusion lesion reversal after endovascular treatment. Stroke. 2019;50:1504–1509 [DOI] [PubMed] [Google Scholar]
- 32.Lakomkin N, Pan J, Stein L, Malkani B, Dhamoon M, Mocco J. Diffusion MRI reversibility in ischemic stroke following thrombolysis. J Neuroimaging. 2020;30:471–476 [DOI] [PubMed] [Google Scholar]
- 33.Campbell BCV, Purushotham A, Christensen S, Desmond P, Nagakane Y, Parsons MW, Lansberg MG, Mlynash M, Straka M, De Silva DA, et al. The infarct core is well represented by the acute diffusion lesion. J Cereb Blood Flow Metab. 2012;32:50–56 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Kidwell CS, Saver JL, Mattiello J, Starkman S, Vinuela F, Duckwiler G, Gobin YP, Jahan R, Vespa P, Kalafut M, et al. Thrombolytic reversal of acute human cerebral ischemic injury shown by diffusion/perfusion magnetic resonance imaging. Ann Neurol. 2000;47:462–469 [PubMed] [Google Scholar]
- 35.Bornstein NM, Saver JL, Diener HC, Gorelick PB, Shuaib A, Solberg Y, Thackeray L, Savic M, Janelidze T, Zarqua N, et al. An injectable implant to stimulate the sphenopalatine ganglion for treatment of acute ischaemic stroke up to 24h from onset. Lancet. 2019;394:219–229 [DOI] [PubMed] [Google Scholar]
- 36.Campbell BCV, Majoie C, Albers GW, Menon BK, Yassi N, Sharma G, van Zwam WH, van Oostenbrugge RJ, Demchuk AM, Guillemin F, et al. Penumbral imaging and functional outcome in patients with anterior circulation ischaemic stroke treated with endovascular thrombectomy versus medical therapy. Lancet Neurol. 2019;18:46–55 [DOI] [PubMed] [Google Scholar]
- 37.Sarraj A, Hassan AE, Savitz SI, Sitton C, Grotta J, Chen P, Cai C, Cutter G, UImam B, Albers GW. Outcomes of endovascular thrombectomy versus medical management alone in patients with large ischemic core. JAMA Neurology. 2019;76:1147–1156 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Chen Z, Zhang R, Zhou Y, Gong X, Zhang M, Shi F, Yu X, Lou M. Patients with ischemic core≥70ml within 6h of symptom onset may still benefit from endovascular treatment. Front Neurol. 2018;9:933. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Panni P, Gory B, Xie Y, Consoli A, Desilles JP, Mazighi M, Labreuche J, Piotin M, Turjman F, Eker OF, et al. Acute stroke with large ischemic core treated by thrombectomy. Stroke. 2019;50:1164–1171 [DOI] [PubMed] [Google Scholar]
- 40.Yoshimoto T, Inoue M, Tanaka K, Kanemaru K, Koge J, Shiozawa M, Kamogawa N, Kimura S, Chiba T, Satow T, et al. Identifying large ischemic core volume ranges in acute stroke that can benefit from mechanical thrombectomy. JNIS. 2020. ePub15/Dec/20. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Rebello LC, Bouslama M, Haussen DC, Dehkharghani S, Grossberg JA, Belagaje S, Frankel MR, Nogueira RG. Endovascular treatment for patients with acute stroke who have a large ischemic core and large mismatch imaging profile. JAMA Neurol. 2017;74:34–40 [DOI] [PubMed] [Google Scholar]
- 42.Yang P, Zhang Y, Zhang L, Zhang Y, Treurniet KM, Chen W, Peng Y, Han H, Wang J, Wang S, et al. Endovascular thrombectomy with or without intravenous alteplase in acute stroke. NEJM. 2020;382:1981–1993 [DOI] [PubMed] [Google Scholar]
- 43.Riedel CH, Jensen U, Rohr A, Tietke M, Alfke K, Ulmer S, Jansen O. Assessment of thrombus in acute middle cerebral artery occlusion using thin-slice nonenhanced computed tomography reconstructions. Stroke. 2010;41:1659–1664 [DOI] [PubMed] [Google Scholar]
- 44.van Ommen F, Dankbaar JW, Zhu G, D.N. W, Heit JJ, Kauw F, Bennink E, de Jong HWAM, Wintermark M Virtual monochromatic dual-energy CT reconstructions improve detection of cerebral infarct in patients with suspicion of stroke. Neuroradiology. 2020;ePub29-Jul-20 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Choi Y, Shin NY, Jang J, Ahn KJ, Kim BS. Dual-energy ct for differentiating acute intracranial hemorrhage from contrast staining or calcification: A meta-analysis. Neuroradiology. 2020;62:1617–1626 [DOI] [PubMed] [Google Scholar]
- 46.ACR–ASNR–SPR. Practice parameter for the performance of CT-perfusion in neuroradiologic imaging. 2017. https://www.acr.org/-/media/ACR/Files/Practice-Parameters/ct-perfusion.pdf [accessed 12-03-2021]
- 47.Kasasbeh AS, Christensen S, Straka M, Mishra N, Mlynash M, Bammer R, Albers GW, Lansberg MG. Optimal computed tomographic perfusion scan duration for assessment of acute stroke lesion volumes. Stroke. 2016;47:2966–2971 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Demeestere J, Wouters A, Christensen S, Lemmens R, Lansberg MG. Review of perfusion imaging in acute ischemic stroke. Stroke. 2020;51:1017–1024 [DOI] [PubMed] [Google Scholar]
- 49.Deng K, Liu C, Ma R, Sun C, Wang XM, Ma ZT, Sun XL. Clinical evaluation of dual-energy bone removal in CT angiography of the head and neck. Clin Radiol. 2009;64:534–541 [DOI] [PubMed] [Google Scholar]
- 50.Menon BK, d’Esterre CD, Qazi EM, Almekhlafi M, Hahn L, Demchuk AM, Goyal M. Multiphase CT angiography. Radiology. 2015;275:510–520 [DOI] [PubMed] [Google Scholar]
- 51.Smith EE, Kent DM, Bulsara KR, Leung LY, Lichtman JH, Reeves MJ, Towfighi A, Whiteley WN, Zahuranec DB. Accuracy of prediction instruments for diagnosing large vessel occlusion in individuals with suspected stroke. Stroke. 2018;49:e111–e122 [DOI] [PubMed] [Google Scholar]
- 52.Brinjikji W, Demchuk AM, Murad MH, Rabinstein AA, McDonald RJ, McDonald JS, Kallmes DF. Neurons over nephrons. Stroke. 2017;48:1862–1868 [DOI] [PubMed] [Google Scholar]
- 53.Berge E, Whiteley W, Audebert H, De Marchis GM, Fonseca AC, Padiglioni C, de la Ossa NP, Strbian D, Tsivgoulis G, Turc G. ESO guidelines on intravenous thrombolysis for acute ischaemic stroke. Eur Stroke J. 2021;6:I–lxii [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Saver JL, Goyal M, van der Lugt A, Menon BK, Majoie CB, Dippel DW, Campbell BC, Nogueira RG, Demchuk AM, Tomasello A, et al. Time to treatment with endovascular thrombectomy and outcomes from ischemic stroke. JAMA. 2016;316:1279–1288 [DOI] [PubMed] [Google Scholar]
- 55.Menon BK, Al-Ajlan FS, Najm M, Puig J, Castellanos M, Dowlatshahi D, Calleja A, Sohn SI, Ahn SH, Poppe A, et al. Association of clinical, imaging, and thrombus characteristics with recanalization of visible intracranial occlusion in patients with acute ischemic stroke. JAMA. 2018;320:1017–1026 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Campbell BCV, Mitchell PJ, Churilov L, Yassi N, Kleinig TJ, Dowling RJ, Yan B, Bush SJ, Dewey HM, Thijs V, et al. Tenecteplase versus alteplase before thrombectomy for ischemic stroke. NEJM 2018;378:1573–1582 [DOI] [PubMed] [Google Scholar]
- 57.Campbell BCV, Mitchell PJ, Churilov L, Yassi N, Kleinig TJ, Dowling RJ, Yan B, Bush SJ, Thijs V, Scroop R, et al. Effect of intravenous tenecteplase dose on cerebral reperfusion before thrombectomy in patients with large vessel occlusion ischemic stroke. JAMA. 2020;323:1257–1265 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Mair G, von Kummer R, Adami A, White PM, Adams ME, Yan B, Demchuk AM, Farrall AJ, Sellar RJ, Sakka E, et al. Arterial obstruction on computed tomographic or magnetic resonance angiography and response to intravenous thrombolytics in ischemic stroke. Stroke. 2017;48:353–360 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.von Kummer R, Broderick J, Campbell BCV, Demchuk A, Goyal M, Hill MD, Treumiet K, Majoie CB, Marquering HA, Mazya M, et al. The Heidelberg bleeding classification: Classification of bleeding events after ischemic stroke and reperfusion therapy. Stroke. 2015;46:2981–2986 [DOI] [PubMed] [Google Scholar]