OBJECTIVES Carotid endarterectomy reduces the risk of stroke in symptomatic patients with severe ipsilateral carotid stenosis. Symptomatic patients should therefore undergo carotid Doppler imaging, but in some centres access to imaging is limited. It was therefore investigated whether simple clinical features alone or in combination could be used to identify patients with severe carotid stenosis, so that they could be referred preferentially for carotid imaging.
METHODS 1041 patients with acute stroke, cerebral or retinal transient ischaemic attacks, and retinal strokes admitted to Western General Hospital or seen in neurovascular clinics were assessed by a stroke physician. Their carotid arteries were investigated using colour Doppler imaging by a consultant neuroradiologist. Patients with primary intracerebral haemorrhage, total anterior circulation strokes, posterior circulation strokes, or posterior circulation transient ischaemic attacks were excluded because carotid surgery would be inappropriate.
RESULTS 726 patients were used in the analysis. Stepwise logistic regression showed that there were significant positive associations between severe carotid stenosis and an ipsilateral bruit, diabetes mellitus, and previous transient ischaemic attacks; and a negative association with lacunar events. The strategy with the highest specificity (97%) was “any three of these four features” but sensitivity was only 17%. The strategy with the highest sensitivity (99%) was to use one or more of the four features, but specificity was only 22%.
CONCLUSION None of the strategies identified all patients with severe carotid stenosis with a reasonable specificity. When access to carotid imaging is severely limited, simple clinical features are of some use in prioritising patients for imaging, but access to carotid imaging should be improved.
- carotid stenosis
- Doppler ultrasound
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Carotid endarterectomy reduces the risk of stroke in patients with a recent transient ischaemic attack or minor ischaemic stroke and severe ipsilateral carotid stenosis.1 2 Therefore, many patients with stroke or transient ischaemic attack should have to have carotid imaging using Doppler ultrasound to select those suitable for surgery, with or without any intervening conventional angiography. However, most patients do not have severe carotid stenosis, so many will undergo carotid imaging to identify relatively few patients who would benefit from carotid endarterectomy. In some hospitals, access to Doppler imaging is limited. In a recent survey of all consultant physicians, geriatricians, and neurologists in the United Kingdom, 20% did not have access to carotid imaging.3 In other hospitals, patients may require referral to regional centres, where waiting lists may be long. Carotid endarterectomy is almost certainly more effective in stroke prevention if it is performed soon after the ischaemic event. Therefore, a simple method to identify which patients are most likely to have severe stenosis would be useful, so that these patients could be referred preferentially for early duplex imaging.
Patients with carotid bruits are about twice as likely as those without bruits to have severe carotid stenosis, but about a third of patients with significant stenosis do not have carotid bruits, and many patients with bruits do not have carotid stenosis.4 5 Therefore, the presence or absence of a carotid bruit alone is a poor predictor of the presence of carotid stenosis. The Oxfordshire Community Stroke Project (OCSP) classification is a simple clinical classification for acute stroke which is of value in predicting recovery and patterns of recurrent stroke.6 Severe carotid stenosis or occlusion is more common in patients with partial anterior circulation infarcts than those with lacunar, posterior circulation, or total anterior circulation infarcts.7-9 However, in one study, the sensitivity of using the partial anterior circulation infarct category to detect severe ipsilateral carotid stenosis was only 76% and specificity was 70%, with wide confidence intervals.7Other factors may also be of value in predicting the presence of severe carotid stenosis and several possible risk factors may be present in an individual patient. For example, severe carotid stenosis may be more common in patients with symptoms suggestive of atheroma at other sites—for example, ischaemic heart disease or peripheral vascular disease, than those without such disease.
The aim of this study was to investigate the value of carotid bruits, the OCSP subtype, risk factors for the development of carotid atheroma (for example, smoking), and the presence of atheroma at other sites (for example, peripheral vascular disease), separately and together, in predicting the presence of severe carotid stenosis in patients with acute stroke, cerebral or retinal transient ischaemic attacks, and retinal strokes to see whether we could develop a simple strategy to select which patients should be referred early for duplex imaging—that is, to identify which patients are most likely to have severe carotid stenosis.
Patients with acute stroke, transient ischaemic attack, or retinal stroke admitted to our hospital or referred to neurovascular clinics from November 1994 to April 1997 were identified by a stroke physician (either a consultant or research registrar), who assessed each patient. A detailed history was taken, including a history of ischaemic heart disease, diabetes mellitus, peripheral vascular disease, drugs, family history, a transient ischaemic attack at any time before the current event, and a history of smoking. Each patient was carefully examined for the presence or absence of carotid bruits. Patients with acute stroke were classified according to the OCSP into total or partial anterior circulation syndromes, lacunar syndromes, posterior circulation syndromes, or uncertain stroke types.6Patients with transient ischaemic attacks were classified as lacunar, cortical, posterior circulation or retinal according to symptoms.
The carotid arteries were assessed using colour Doppler ultrasound (Acuson 128XP 10 V) within 3 months of presentation by one of two consultant neuroradiologists or one of two experienced neuroradiographers. Ongoing audit has shown that the results of their ultrasound examinations are valid compared with angiography: in 120 patients who had both ultrasound and angiography during the course of this study, κ for 70–99% stenosis was 0.7 to 0.8, indicating good to excellent agreement, even though some patients underwent ultrasound and angiography at different times, which means that a few tight stenoses may have progressed to occlusion by the time angiography was performed. The ultrasonographer was deliberately blinded to the clinical details to ensure that their interpretation of the ultrasound findings was unbiased. The degree of stenosis was assessed using standard velocity criteria and the lesion appearance.10Although angiography is the gold standard investigation to assess the severity of carotid disease, patients in our hospital undergo angiography only when the ultrasonographer thinks that the artery is poorly visualised and then only if the patient is suitable for endarterectomy. Therefore, we used the ultrasound assessment of stenosis for this study. Brain CT was performed whenever possible in patients with acute stroke, and only when clinically indicated in transient ischaemic attacks and retinal strokes.
Clinical and imaging data were prospectivly entered onto a local stroke registry (Lothian Stroke Register) for subsequent analysis. We did not use any data retrospectively extracted from case notes. For the purpose of this study, we excluded stroke patients with primary intracerebral haemorrhage because carotid endarterectomy would be inappropriate even if severe stenosis was found. Patients with total anterior circulation syndromes were also excluded because most do not make a good enough recovery for carotid surgery to be worthwhile.6 Uncertain OCSP stroke types with midline lesions on CT and all patients with posterior circulation events were also excluded.
The prevalence of severe ipsilateral carotid stenosis (70%–99%) in patients both with and without each of several potential clinical predictors of carotid stenosis were compared using χ2 tests. Logistic regression with a stepwise selection procedure (SAS statistical package) was then used to investigate which individual features independently predicted the presence of severe (70%–99%) carotid stenosis. Odds ratios (ORs) for the important clinical features were calculated to develop a clinically useful strategy that would identify patients with severe carotid stenosis. The logistic regression was then repeated, with complete occlusion included in the severe stenosis group, because occasionally carotid occlusion detected on ultrasound is due to very tight carotid stenosis.
A total of 1041 patients were registered with the Lothian Stroke Register during the study period. Of these, 12 patients with primary intracerebral haemorrhages, 53 with total anterior circulation syndromes, 34 with uncertain stroke types with midline lesions, and 216 with a posterior circulation event were excluded. The remaining 726 patients were used in the analysis. Of these patients, 96 (13%) had severe carotid stenosis. Table 1 shows the number of patients with complete occlusion, 70%–99% or <70% ipsilateral carotid stenosis and the strength of association with the various possible explanatory variables. Stepwise logistic regression showed independent significant positive associations between the presence of 70%–99% stenosis and an ipsilateral bruit, diabetes mellitus, and a previous transient ischaemic attack, and a significant negative association with a lacunar event. The ORs for each of these clinical characteristics are shown in table 2. When complete occlusion was included in the severe stenosis group, logistic regression showed independent positive associations with an ipsilateral bruit (OR 6.9, p<0.001), a previous transient ischaemic attack (OR 2.3, p=0.002), and peripheral vascular disease (OR 1.9, p<0.01), and an independent negative association with a lacunar event (OR 0.3, p<0.001). The weak relation between diabetes mellitus and 70%–99% stenosis was no longer significant when complete occlusion was included in the logistic regression model.
Table 3 shows the sensitivity, specificity, the number of patients that would need to be scanned by duplex to detect one severe stenosis, and the number of severe stenoses missed for each of the strategies.
We then built a model using the ORs to calculate the probability (predicted risk) of an individual patient having severe carotid stenosis, based on the clinical features (table 4). We compared this with the observed risk of having severe carotid stenosis for patients who had various combinations of clinical features. For example, our model predicted that a patient with an ipsilateral bruit would have a risk of 43%, and the observed risk in this data set is 44%. When there were relatively large numbers of patients, the predicted and observed risks were similar, but when there were very few patients, there were larger differences between the observed and predicted values.
Previous studies have shown that severe carotid stenosis is more common in patients with an ipsilateral carotid bruit, and in patients with a partial anterior circulation infarct.7 8 This study is the first to our knowledge to systematically investigate other possible clinical predictors of severe carotid stenosis, and to quantify the relation between severe carotid stenosis and these clinical variables.
We have shown that an ipsilateral carotid bruit, a history of diabetes, or any transient ischaemic attack before the current event, are significant predictors of the presence of severe carotid stenosis. We found a negative association between a lacunar event (either stroke or transient ischaemic attack) and severe carotid stenosis, which is in accord with the findings of previous studies.7-9 The lower 95% confidence interval (95% CI) of the ORs for diabetes, previous transient ischaemic attacks, and “not a lacunar event” were close to one; whereas, for the OR for an ipsilateral bruit, the lower 95% CI was 7.0, suggesting that an ipsilateral bruit is a much better predictor of the presence of severe carotid stenosis than the other clinical features.
If all patients with an ischaemic stroke or transient ischaemic attack who might be suitable for surgery were referred for imaging in centres where resources for imaging were limited, this would overload the system and lead to long waiting lists. This delay in imaging and any surgical intervention would reduce the effectiveness of surgery as some patients may have a stroke while awaiting surgery. Alternatively, selecting patients for duplex imaging who for clinical reasons are more likely to have severe stenosis and would be eligible for surgery might reduce the waiting time for imaging and enhance the effectiveness of surgery. However, unless the clinical criteria are sensitive, too many patients with potentially correctable carotid lesions would be missed and the efficacy of the stroke prevention programme would be reduced.
Table 3 shows that as sensitivity rises, specificity tends to fall. Other than scanning all patients, the strategy with the highest sensitivity (99%) was to refer patients with any one of the above clinical features (ipsilateral bruit, previous transient ischaemic attack, diabetes mellitus, and “not a lacunar event”). This strategy would mean referring 80% of patients, which is at least better than referring all patients, and only 1% of stenoses would be missed. However, seven patients would still need to be scanned to detect one stenosis, and in centres where access is limited, this may still overload the system. If access to duplex imaging is severely restricted, then a strategy with a higher specificity would reduce the number of patients without significant stenosis who would need to be scanned. Four individual strategies each have specificities of around 90%: having an ipsilateral bruit, having diabetes, a history of a previous transient ischaemic attack, and having any three of the four features; and the sensitivities of each of these strategies are 57%, 16%, 24%, and 17% respectively. Therefore, if a high specificity is required, referring patients with ipsilateral bruits is better than the other strategies. However, only referring patients with ipsilateral bruits would miss almost half of those with the severe stenoses. Assuming that 10 carotid endarterectomies for severe carotid stenosis need to be done to prevent one stroke, then in our group of 726 patients, about 50 patients with severe carotid stenosis would be missed, and five patients might have a recurrent stroke that would have been preventable by surgery.
We also calculated the probability that an individual patient with different combinations of risk factors would have severe carotid stenosis (table 4). If access to duplex imaging is limited, then these data may be of practical use when identifying which patients should be preferentially referred for imaging.
These strategies were developed using our particular data set, which means that the results may not be generalisable. For example, our patients were examined by a stroke physician or research registrar who was experienced in the detection of carotid bruits. Less experienced clinicians may miss typical bruits and report bruits when the findings are not typical of a carotid stenotic bruit. Furthermore, our case mix may differ from other centres. We probably see a larger proportion of patients with minor strokes or transient ischaemic attacks than other hospitals because we have a specialised neurovascular outpatient clinic, although we admit patients with acute stroke directly from their general practitioners. We found severe carotid stenosis in 13% of our patients. The proportion of patients with severe carotid stenosis may be different in other centres, which may alter the predictive value of clinical features in the detection of severe stenosis.
Although our clinical strategies are better than nothing when attempting to prioritise patients for carotid imaging, none of them reliably identified most of the patients with severe carotid stenosis and also had a high specificity. Therefore, access to Doppler imaging should be improved so that all patients with acute stroke who make a reasonable recovery, and all those with transient ischaemic attacks, should have access to early carotid imaging, providing that carotid surgery would be a clinically suitable option acceptable to the individual patient concerned.
This study would not have been possible without the hard work of all involved in collecting data for the Lothian Stroke Register. The Stroke Association funded the Lothian Stroke Register from 1990–1. The register is now funded by the Medical Research Council and the Scottish Office Home and Health Department. JMW and SCL are funded by the Medical Research Council. We are grateful to Professor CP Warlow for his helpful comments on the manuscript.
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