Skip to main content
Cerebrovascular Diseases (Basel, Switzerland) logoLink to Cerebrovascular Diseases (Basel, Switzerland)
. 2010 Aug 5;30(4):355–361. doi: 10.1159/000319567

Real-Time Hemodynamic Assessment of Downstream Effects of Intracranial Stenoses in Patients with Orthostatic Hypoperfusion Syndrome

Maher Saqqur a,*, Vijay K Sharma b, Georgios Tsivgoulis c,d, Thang Nguyen Huy d, Ioannis Heliopoulos c, Muzaffar Siddiqui a, Carol Derksen a, Khurshid Khan a, Andrei V Alexandrov d
PMCID: PMC3014861  PMID: 20693790

Abstract

Background

Arterial flow velocity changes on transcranial Doppler can reflect changes in cerebral flow during position-induced ischemia if obtained during short-term monitoring of positional changes.

Subjects and Methods

Our multicenter group monitored symptomatic and asymptomatic arteries in patients with recurrent neurological deficits during positional changes and documented intracranial arterial stenosis. Bilateral posterior cerebral and middle cerebral arteries were monitored dependent on clinical symptom localization. The symptomatic artery was monitored distal to the intracranial stenosis, and mean flow velocities (MFV) were recorded at different body positions. The symptomatic artery relative MFV ratio was defined as the ratio of symptomatic artery MFV in the asymptomatic position – MFV in the symptomatic position/MFV in the asymptomatic position.

Results

Sixteen patients underwent transcranial Doppler monitoring: mean age 62 ± 19 years, 11 (69%) men, 6 (40%) with transient ischemic attacks. Ten patients (63%) had posterior and 6 anterior circulation symptoms. Patients developed neurological symptoms while standing up (63%) and/or sitting (44%), walking (13%) or during neck extension (6%). Symptomatic artery MFV dropped by ≥25% from the resting to the symptomatic position in all patients except for one. The mean symptomatic artery MFV relative ratio was higher compared with the mean asymptomatic artery MFV relative ratio: 0.5 ± 0.28 versus −0.02 ± 0.1 (p = 0.001, Wilcoxon test). The symptomatic artery relative ratio of >0.25 had a 94% sensitivity and 100% specificity for predicting neurological symptom development during testing (κ = 0.9, p < 0.001).

Conclusions

A significant reduction in intracranial flow velocity distal to an intracranial stenosis can identify patients whose symptoms can worsen with positional changes. These patients may prove a target for interventional revascularization techniques.

Key Words: Intracranial arterial stenosis, Arterial flow velocity, Hypoperfusion

Introduction

Intracranial atherosclerotic stenosis is the culprit behind at least 8% of all ischemic stroke subtypes [1,2]. Subsequent infarctions secondary to intracranial atherosclerotic stenosis result from either flow failure known as hypoperfusion syndrome or artery-to-artery embolism [3].

The hypoperfusion cerebral transient ischemic attack (TIA) is uncommon and rarely reported in the literature. These TIAs typically occur with large artery hemodynamic stenosis in the internal carotid artery or in vertebrobasilar arteries resulting in a distal low-perfusion state and exhausted autoregulation with compromised vasomotor reserve [4,5,6,7,8].

Several conventional techniques have been used to evaluate the presence of stenotic disease in the anterior and posterior circulation like cerebral angiography, carotid ultrasound, CT and magnetic resonance angiography [9,10].

In contrast to these conventional techniques, transcranial Doppler (TCD) may provide a dynamic real-time tool for quantitative measurements of arterial flow velocity changes that reflect changes in cerebral blood flow (CBF) during orthostatic or position-induced ischemia if obtained at a constant angle of insonation and during short-term monitoring of positional changes [11].

The objective of our study is to derive TCD monitoring criteria for hypoperfusion TIA syndrome in a series of patients with presumptive clinical hypoperfusion TIA caused by intracranial critical arterial stenosis or mechanical vascular compression with positional changes.

Subjects and Methods

We performed a retrospective collection of case series from multiple tertiary care university centers in North America, Europe and Asia of patients with documented intracranial severe or critical arterial stenosis or with mechanical vascular compression and recurrent neurological deficits during body or head positional changes. Verbal consent was taken from patients for potential research publication.

Cases of acute or subacute hypoperfusion TIA or stroke were defined as acute focal neurological symptoms that were induced by positional changing and caused by intracranial hemodynamic arterial stenosis or mechanical extracranial vascular compression confirmed on cerebral angiography or other noninvasive vascular imaging modalities (computed tomographic angiography or magnetic resonance angiography). All patients had neurological symptoms more than once, induced by positional changes (standing up, sitting, walking or during neck extension). Patients with a single neurological event were not included in our study population since the mechanism of their TIA was not clear.

Diagnostic TCD was performed at the bedside to detect an intracranial arterial stenosis or occlusion, and continuous TCD monitoring of the presumptively symptomatic artery was performed. In the presence of posterior circulation symptoms, bilateral posterior cerebral arteries (PCAs) through the temporal window or the basilar artery through the foramen magnum window were monitored. In the presence of hemispheric symptoms, the affected middle cerebral artery (MCA) was monitored distal to the intracranial stenosis/occlusion site dependent on the localization of clinical symptoms. In the presence of an anterior circulation stroke, the unaffected MCA was used for comparison, whereas in patients with posterior circulation symptoms, either the MCA or internal carotid artery was used for comparison. The TCD monitoring of affected and unaffected arteries was performed either simultaneously using a standard bilateral head frame or in sequence with only 1 transducer at a time positioned at a fixed angle. Finally, a 1-hour TCD emboli monitoring of the affected artery distal to the intracranial stenosis was performed to rule out concurrent microembolic activity.

The mean flow velocity (MFV) and pulsatility index (PI) of the affected and unaffected arteries at baseline in the resting position (supine) and in 5–10 min of being in the symptomatic position (sitting, standing or neck extension) were recorded and analyzed. An equilibration period of 5–10 min was instituted between measurements to ensure stability of both heart rate and arterial pressure to avoid a confounding influence on MFV.

The symptomatic artery relative MFV ratio was defined as follows: the ratio of affected artery MFV in the asymptomatic position – MFV in the symptomatic position/MFV in the asymptomatic position.

The unaffected artery relative MFV ratio was defined as follows: the ratio of unaffected (control) artery MFV in the asymptomatic position – MFV in the symptomatic position/MFV in the asymptomatic position.

Statistical analysis was performed using the χ2 test, Fisher's exact test, the unpaired t test, the paired t test, the Mann-Whitney Utest and the Wilcoxon signed-rank test as indicated.

Results

Sixteen patients underwent TCD monitoring for possible acute or subacute positional TIA or stroke. The mean age was 62 ± 19 years, and 11 (69%) were men. Six patients had TIA (40%) and the rest had both TIA and stroke (60%). Ten patients (63%) had posterior and 6 (37%) had anterior circulation symptoms. Patients developed neurological symptoms while standing up (37.5%) and/or sitting (44%), walking (12.5%) or during neck extension (6%) (table 1). Only 3 patients had angioplasty (2 with basilar artery stenosis and 1 with left MCA critical stenosis), 1 was treated with coumadin, 5 were treated with hydration, bed rest and antiplatelet agents (acetylsalicylic acid, plavix, aggrenox or acetylsalicylic acid and plavix) and the rest were treated with only antiplatelet agents.

Table 1.

Demographic data

Patient Age years Sex Symptoms Symptomatic position Treatment at the time of TCD Vascular imaging (DSA, MRA or CTA)
1 56 M Broca's aphasia, right-arm weakness standing heparin+ASA left terminal ICA MCA critical stenosis
2 50 M vertigo, ataxia neck extension ASA normal1
3 74 F Broca's aphasia, right-arm weakness standing ASA+plavix left MCA severe stenosis
4 60 M Broca's aphasia, right-arm weakness sanding ASA left ICA occlusion, right terminal ICA severe stenosis
5 80 F arm weakness, dysarthria, vertigo standing none severe right VA and proximal BA stenosis
6 68 M Broca's aphasia sitting+VM none left MCA severe stenosis
7 74 M Broca's aphasia sitting ASA left MCA severe stenosis
8 18 M right vision field cut, double vision, vertigo standing none normal2
9 79 M arm and leg weakness, dysarthria, vertigo sitting ASA+plavix severe BA stenosis
10 77 M arm and leg weakness, dysarthria, vertigo standing ASA+plavix severe BA stenosis
11 76 F dysarthria, left-arm weakness sitting plavix right MCA severe stenosis
12 64 M dysarthria, dysphagia, ataxia walking aggrenox+ASA left VA occlusion and right VA moderate stenosis
13 22 F dysarthria, double vision, vision field cut sitting none BA occlusion
14 64 M double vision, weakness standing ASA right VA severe stenosis
15 56 M vision field cut, face and arm weakness walking plavix BA occlusion
16 71 F double vision, vertigo sitting ASA BA severe stenosis

ASA = Acetylsalicylic acid; ICA = intracranial atherosclerotic; VA = vertebral artery; BA = basilar artery; VM = Valsalva maneuver.

1

Patient No. 2 had large cervical anterior and posterior osteophytes that were causing mechanical compression of the left vertebral artery in the neck with the extension position. In addition, his right vertebral artery was hypoplastic on CT angiography.

2

Patient No. 8 had meningitis and symptoms suggestive of spontaneous intracranial hypotension, but he developed focal symptoms referable to the left PCA territory while in hospital. Symptoms were reproducible with postural changes that likely induced a dominant vertebral artery obstruction. He received bed rest, hydration and a course of antibiotics, and symptoms could no longer be induced in 1 week.

TCD flow findings are summarized in table 2. The mean affected artery MFV in the resting position was 52 ± 34 cm/s. It did drop to 24.8 ± 20 cm/s in the symptomatic position (p < 0.001, Wilcoxon test). The mean unaffected artery MFV was 57 ± 10 and 59 ± 13 cm/s in the resting and symptomatic positions, respectively (p = 0.37). Figure 1 shows 3 cases with MFV changes when symptoms were induced with different body positions.

Table 2.

TCD flow findings

Patient Affected artery MFV1 MFV2 Affected artery relative ratio Unaffected artery MFV1 MFV2 Unaffected artery relative ratio
1 left MCA 110 78 0.29 right MCA 46 40 0.13
2 bilateral PCA 19 0 1.00 left MCA 48 48 0.00
3 left MCA 68 42 0.38 right MCA 74 70 0.05
4 left MCA 36 22 0.39 right MCA 66 71 −0.08
5 BA 42 19 0.55
6 left MCA 56 38 0.32 right MCA 62 78 −0.26
7 left MCA 36 20 0.44 right MCA 56 56 0.00
8 left PCA 46 30 0.35 right PCA 48 50 −0.04
9 BA 25 0 1.00
10 BA 150 0 1.00
11 right MCA 46 38 0.17 left MCA 66 68 −0.03
12 right PCA 17 0 1.00 right MCA 67 67 0.00
13 BA 40 15 0.63 right MCA 46 39 0.15
14 right VA 44 27 0.39 right MCA 47 49 −0.04
15 BA 36 21 0.42 right MCA 53 55 −0.04
16 BA 47 23 0.51 right MCA 61 69 −0.13

MFV1 = Mean flow velocity in the asymptomatic position; MFV2 = mean flow velo city in the symptomatic position; affected artery relative ratio = ratio of affected artery MFV in the asymptomatic position – MFV in the symptomatic position/MFV in the asymptomatic position; unaffected artery relative ratio = ratio of unaffected (control) artery MFV in the asymptomatic position – MFV in the symptomatic position/MFV in the asymptomatic position; BA = basilar artery; VA = vertebral artery.

Fig. 1.

Fig. 1

Fig. 1

Fig. 1

An example of 3 patients with anterior and posterior circulation hypoperfusion TIA syndrome. a Anterior circulation hypoperfusion TIA: a 55-year-old man with orthostatic episodes of expressive aphasia and right-arm weakness. Digital subtraction angiography showed critical left supraclinoid internal carotid artery (ICA) stenosis. The affected MCA MFV dropped from 110 cm/s in the lying down position to 78 cm/s in the standing position. The affected artery MCA MFV relative ratio was 0.29 (110–78/110) and the unaffected MCA relative MFV ratio was 0.13 (46–40/40). b Posterior circulation hypoperfusion TIA: a 64-year-old man with orthostatic episodes of dysarthria, dysphasia and ataxia. Cerebral angiography revealed left vertebral artery (VA) occlusion and right vertebral artery stenosis. The affected PCA MFV dropped from 17 cm/s in the lying flat position to 0 cm/s in the sitting-up position. The affected artery PCA relative MFV ratio was 1 (17–0/17), and the unaffected (control) right MCA MFV relative ratio was 0 (67–67/67). c Posterior circulation hypoperfusion TIA: a 50-year-old man with transient episodes of ataxia and vertigo induced by neck extension. The patient had large cervical anterior and posterior osteophytes that were causing mechanical compression of the left vertebral artery in the neck. In addition, his right vertebral artery was hypoplastic on CT angiography. His TCD monitoring of bilateral PCAs revealed a drop in the MFV from 19 to 0 cm/s with neck extension. The affected artery MFV relative ratio was 1 (19–0/19) and the unaffected (control) left MCA MFV relative ratio was 0 (48–48/48).

The affected artery MFV dropped by ≥25% from resting to the symptomatic position in all patients except for one (drop by 17%). The mean MFV relative ratio of the affected arteries was higher compared with the mean MFV relative ratio of the unaffected arteries: 0.5 ± 0.28 versus −0.02 ± 0.1 (p = 0.001, Wilcoxon test). The affected artery relative MFV ratio of >0.25 had a 94% sensitivity, 100% specificity, 100% positive predictive value and 93% negative predictive value for predicting neurological symptom development during testing (κ test for agreement 0.9; p < 0.001).

The mean affected artery PI in the resting and symptomatic positions was 0.8 ± 0.25 and 0.88 ± 0.48, respectively (p = 0.29, Wilcoxon test). The mean unaffected artery PI in the resting and symptomatic positions was 0.88 ± 0.08 and 0.89 ± 0.12 (p = 0.68, Wilcoxon test). In addition, the mean drop in PI in the symptomatic artery and the unaffected artery was 0.15 ± 0.49 and 0.008 ± 0.12, respectively (p = 0.15). No microembolic activity was detected during the TCD emboli monitoring.

Discussion

Our study showed that the affected artery relative MFV ratio in the symptomatic position corresponds to the development of clinical symptoms and could be helpful in identifying patients with hypoperfusion TIA syndrome. The orthostasis-induced flow changes and clinical symptoms provide a study population suitable to test these findings prospectively. If further independent studies validate our newly developed criteria, the dynamic TCD technique may enhance the recognition of patients with imminent hypoperfusion symptoms and triage them to a more definitive therapy. The management of hypoperfusion TIA is still controversial – between an interventional stenting treatment of the stenotic artery and just blood pressure management. Future trials using TCD as an adjunctive diagnostic tool are warranted.

The exact mechanism of hypoperfusion TIA is unknown. The most accepted hypothesis is that transient cerebral ischemia results from a low-perfusion hemodynamic state due to severe extracranial and/or intracranial carotid or MCA or vertebrobasilar arterial disease [12,13,14]. In general orthostatic position changes, the long-standing position, neck extension or hypotension induced by antihypertensive medication have been reported to trigger hypoperfusion TIA, thus suggesting the low-perfusion hemodynamic mechanism [15,16]. Any temporal reduction in CBF can result in a cerebral ischemia which could manifest in several ways like limb-shaking TIA or brief stereotyped orthostatic focal neurological symptoms [17,18].

On a cellular level, the chronic hypoperfusion state produces lactic acidosis that in turn leads to arterial vasodilatation in order to maintain CBF in the hypoperfusion tissue. Note that the low PI values documented at rest are due to reducing inflow because of the intracranial arterial stenosis, and the lack of response in flow pulsatility despite a significant velocity reduction may be attributed to lower impedance of collateral vessels in the symptomatic position [19]. Further studies are needed to better understand this phenomenon where TCD and perfusion brain MRI can be performed in sequence. Finally, the lack of PI changes in the unaffected vessels parallels no change in flow velocities that eliminated the need for additional vasodilation as perfusion conditions were largely unchanged in the patent vessels.

Several neuroimaging modalities have been used to evaluate CBF of the brain in patients with hypoperfusion TIAs. Xenon-133 inhalation, xenon-enhanced CT scanning, single photon emission computed tomography scan and positron emission tomography with fluorodeoxyglucose have been used to determine regional CBF [7,20]. TCD is a noninvasive and inexpensive monitoring tool that can be performed at the bedside to assess the hemodynamic status of cerebral arteries in different body positions as we demonstrated in our study. It can become a critical part in confirming the etiology of hypoperfusion TIA syndrome by suggesting a drop in blood flow rather than being an embolic phenomenon in the presence of critical arterial stenosis. In addition, there is a potential role for TCD monitoring in selecting further treatment and follow-up. This issue has not been addressed in the present study and we are planning to investigate this prospectively.

One of the main limitation of TCD is that it measures blood flow velocities and not the actual cerebral perfusion flow in the brain tissues. However, the intracranial flow velocity can reflect CBF and the velocity changes can be proportional to changes in CBF tissue as long as the following factors are taken into consideration during the TCD monitoring: the angle of insonation remains constant, the perfusion territory remains the same, and the effect of only 1 stimulus is observed [21]. In our study, we tried to account for these factors in all cases during the TCD monitoring. Another limitation of this study is related to the fact that TCD is still operator dependent and requires specialized training for application in the stroke setting. This was addressed by ensuring that all sonographers were trained and certified in TCD skills pertinent to the stroke setting. In addition, the head frame may not be deployed in all cases of posterior symptoms, so the hand-held MFV measurements could be suboptimal. Finally, we could not find a correlation between TCD parameters and blood pressure measurements in our study patients. In addition, different types of collateral blood flow on cerebral angiography were not provided since our study was a retrospective one, and this correlation was not put in our a prior hypothesis.

In conclusion, dynamic TCD monitoring may be helpful in identifying TIAs or strokes due to hypoperfusion in patients with steno-occlusive intracranial arterial disease. Further studies are needed to validate our TCD findings in a heterogeneous group of patients with symptomatic and asymptomatic intracranial arterial stenosis.

Disclosure Statement

A.V. Alexandrov received research grant (USD >10,000) NINDS K 23-02229. Speaker bureau for Genentech, Honoraria (USD <10,000) from Genentech.

References

  • 1.Warlow CP, Morris PJ. Transient Ischemic Attacks. New York: Marcel Dekker; 1982. [Google Scholar]
  • 2.Ruff RL, Talman WT, Petito F. Transient ischemic attacks associated with hypotension in hypertensive patients with carotid artery stenosis. Stroke. 1981;12:353–355. doi: 10.1161/01.str.12.3.353. [DOI] [PubMed] [Google Scholar]
  • 3.Caplan LR, Wong KS, Gao S, Hennerici MG. Is hypoperfusion an important cause of strokes? If so, how? Cerebrovasc Dis. 2006;21:145–153. doi: 10.1159/000090791. [DOI] [PubMed] [Google Scholar]
  • 4.Somerville ER. Orthostatic transient ischemic attacks: a symptom of large vessel occlusion. Stroke. 1984;15:1066–1067. doi: 10.1161/01.str.15.6.1066. [DOI] [PubMed] [Google Scholar]
  • 5.Pascual-Leone A, Anderson DC, Larson DA. Volume therapy in orthostatic transient ischemic attacks. Stroke. 1989;20:1267–1270. doi: 10.1161/01.str.20.9.1267. [DOI] [PubMed] [Google Scholar]
  • 6.Baquis GD, Pessin MS, Scott RM. Limb shaking – a carotid TIA. Stroke. 1985;16:444–448. doi: 10.1161/01.str.16.3.444. [DOI] [PubMed] [Google Scholar]
  • 7.Tatemichi TK, Young WL, Prohovnik I, Gitelman DR, Correll JW, Mohr JP. Perfusion insufficiency in limb-shaking transient ischemic attacks. Stroke. 1990;21:341–347. doi: 10.1161/01.str.21.2.341. [DOI] [PubMed] [Google Scholar]
  • 8.Alexandrov AV, Sharma VK, Lao AY, Tsivgoulis G, Malkoff MD, Alexandrov AW. Reversed Robin Hood syndrome in acute ischemic stroke patients. Stroke. 2007;38:3045–3048. doi: 10.1161/STROKEAHA.107.482810. [DOI] [PubMed] [Google Scholar]
  • 9.Nguyen-Huynh MN, Wintermark M, English J, Lam J, Vittinghoff E, Smith WS, Johnston SC. How accurate is CT angiography in evaluating intracranial atherosclerotic disease? Stroke. 2008;39:1184–1188. doi: 10.1161/STROKEAHA.107.502906. [DOI] [PubMed] [Google Scholar]
  • 10.Feldmann E, Wilterdink JL, Kosinski A, Lynn M, Chimowitz MI, Sarafin J, Smith HH, Nichols F, Rogg J, Cloft HJ, Wechsler L, Saver J, Levine SR, Tegeler C, Adams R, Sloan M, The Stroke Outcomes and Neuroimaging of Intracranial Atherosclerosis (SONIA) Trial Investigators The Stroke Outcomes and Neuroimaging of Intracranial Atherosclerosis (SONIA) trial. Neurology. 2007;68:2099–2106. doi: 10.1212/01.wnl.0000261488.05906.c1. [DOI] [PubMed] [Google Scholar]
  • 11.Newell DW, Aaslid R. Transcranial Doppler: clinical and experimental uses. Cerebrovasc Brain Metab Rev. 1992;4:122–143. [PubMed] [Google Scholar]
  • 12.Caplan LR, Wityk RJ, Glass TA, Tapia J, Pazdera L, Chang HM, Teal P, Dashe JF, Chaves CJ, Breen JC, Vemmos K, Amarenco P, Tettenborn B, Leary M, Estol C, Dewitt LD, Pessin MS. New England Medical Center Posterior Circulation registry. Ann Neurol. 2004;56:389–398. doi: 10.1002/ana.20204. [DOI] [PubMed] [Google Scholar]
  • 13.Tatemichi TK, Young WL, Prohovnik I, Gitelman DR, Correll JW, Mohr JP. Perfusion insufficiency in limb-shaking transient ischemic attacks. Stroke. 1990;21:341–347. doi: 10.1161/01.str.21.2.341. [DOI] [PubMed] [Google Scholar]
  • 14.Jiang W, Gao F, Du B, Srivastava T, Wang Y. Limb-shaking transient ischemic attack induced by middle cerebral artery stenosis. Cerebrovasc Dis. 2006;21:421–422. doi: 10.1159/000092132. [DOI] [PubMed] [Google Scholar]
  • 15.Dobkin BH. Orthostatic hypotension as a risk factor for symptomatic occlusive cerebrovascular disease. Neurology. 1989;39:30–34. doi: 10.1212/wnl.39.1.30. [DOI] [PubMed] [Google Scholar]
  • 16.Khan A, Beletsky V, Kelley R, Ehsan T. Orthostatic-mediated hypoperfusion in limb-shaking transient ischemic attack. J Neuroimaging. 1999;9:43–44. doi: 10.1111/jon19999143. [DOI] [PubMed] [Google Scholar]
  • 17.Yonas H, Pindzola RR. Physiological determination of cerebrovascular reserves and its use in clinical management. Cerebrovasc Brain Metab Rev. 1994;6:325–340. [PubMed] [Google Scholar]
  • 18.Yonas H, Smith HA, Durham SR, Pentheny SL, Johnson DW. Increased stroke risk predicted by compromised cerebral blood flow reactivity. J Neurosurg. 1993;79:483–489. doi: 10.3171/jns.1993.79.4.0483. [DOI] [PubMed] [Google Scholar]
  • 19.Schneider P, Rossman M, Bernstein E, Torem S, Ringelstein E, Otis S. Effect of internal carotid artery occlusion on intracranial hemodynamics: transcranial Doppler evaluation and clinical correlation. Stroke. 1988;19:589–593. doi: 10.1161/01.str.19.5.589. [DOI] [PubMed] [Google Scholar]
  • 20.Martí-Fàbregas JA, Catafau AM, Marí C, Mendoza G, Sanahuja J, Lleó A, Martí-Vilalta JL. Cerebral perfusion and haemodynamics measured by SPET in symptom-free patients with transient ischaemic attack: clinical implications. Eur J Nucl Med. 2001;28:1828–1835. doi: 10.1007/s00259-001-0656-6. [DOI] [PubMed] [Google Scholar]
  • 21.Newell DW, Aaslid R, lam A, Mayberg TS, Winn HR. Comparison of flow and velocity during dynamic auto-regulation in humans. Stroke. 1994;25:793–797. doi: 10.1161/01.str.25.4.793. [DOI] [PubMed] [Google Scholar]

Articles from Cerebrovascular Diseases (Basel, Switzerland) are provided here courtesy of Karger Publishers

RESOURCES