51
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Biteker M, Özden T, Dayan A, Tekkeşin AI, Misirli CH. Aortic Stiffness and Plasma Brain Natriuretic Peptide Predicts Mortality in Acute Ischemic Stroke. Int J Stroke 2013; 10:679-85. [DOI: 10.1111/ijs.12049] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2012] [Accepted: 10/29/2012] [Indexed: 11/28/2022]
Abstract
Background The study aimed to evaluate the prognostic role and discriminative power of aortic stiffness and plasma brain natriuretic peptide levels in a cohort of patients hospitalized for acute ischemic stroke. Methods and Results Three hundred and ten consecutive patients aged 50 years and older with a first episode of acute ischemic stroke were prospectively evaluated. All patients were admitted to the hospital within 24 h of the onset of stroke symptoms. The type of acute ischemic stroke was classified according to the Trial of Org 10172 in Acute Stroke Treatment classification. Blood samples were taken for measurement of brain natriuretic peptide levels at admission. Aortic stiffness indices, aortic strain and distensibility, were calculated from the aortic diameters measured by transthoracic echocardiography. The patients were followed for one-year or until death, whichever came first. Death occurred in 51 (16·5%) patients. On multivariate logistic regression analysis, National Institutes of Health Stroke Scale score >13, diabetes, brain natriuretic peptide >235 pg/mL, aortic distensibility, and aortic strain were associated with all-cause mortality. The optimal cutoff level of brain natriuretic peptide to distinguish the deceased group from the survival group was 235 pg/mL (sensitivity 71·0% and specificity 63·0%) and to distinguish cardioembolic stroke from noncardioembolic stroke was 155 pg/mL (sensitivity 81% and specificity 63%). Conclusions Aortic stiffness and brain natriuretic peptide predict mortality in patients with first-ever acute ischemic stroke. Brain natriuretic peptide also differentiates cardioembolic stroke from noncardioembolic stroke.
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Affiliation(s)
- Murat Biteker
- Department of Cardiology, Haydarpaşa Numune Education and Research Hospital, Istanbul, Turkey
| | - Temel Özden
- Department of 1st Neurology, Haydarpaşa Numune Education and Research Hospital, Istanbul, Turkey
| | - Akin Dayan
- Department of Family Medicine, Haydarpaşa Numune Education and Research Hospital, Istanbul, Turkey
| | - Ahmet Ilker Tekkeşin
- Department of Cardiology, Haydarpaşa Numune Education and Research Hospital, Istanbul, Turkey
| | - Cemile Handan Misirli
- Department of 1st Neurology, Haydarpaşa Numune Education and Research Hospital, Istanbul, Turkey
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Cereda CW, Tamisier R, Manconi M, Andreotti J, Frangi J, Pifferini V, Bassetti CL. Endothelial Dysfunction and Arterial Stiffness in Ischemic Stroke. Stroke 2013; 44:1175-8. [DOI: 10.1161/strokeaha.111.000112] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background and Purpose—
Sleep-disordered breathing (SDB) represents a risk factor for cardiovascular morbidity after a cerebral ischemic event (acute ischemic event, ischemic stroke, or transient ischemic attack). In the present study, endothelial function and arterial stiffness were analyzed in patients who experienced a postacute ischemic event with relation to SDB, sleep disruption, and nocturnal oxygenation parameters.
Methods—
SDB was assessed by full polysomnography in patients with acute ischemic event 3 months after the admission at our stroke unit. Moderate-severe SDB was defined according to the apnea-hypopnea index as apnea-hypopnea index ≥20. Endothelial function and arterial stiffness were assessed by peripheral arterial tonometry using Endo-PAT 2000.
Results—
Thirty-seven patients were included. The augmentation index was significantly different between patients with apnea-hypopnea index <20 and apnea-hypopnea index ≥20 (22.4±15.6% versus 34.6±21.6%;
P
=0.042), whereas reactive hyperemia index level was not (2.02±0.65 versus 2.31±0.61;
P
=0.127). Patients with apnea-hypopnea index ≥20 showed an increased risk for arterial stiffness (odds ratio, 5.98 [95% CI, 1.11–41.72]) even when controlling for age, sex, body mass index, hypertension, and diabetes mellitus. The augmentation index was correlated with the arousal index (
P
=0.010) and with mean O
2
saturation (
P
=0.043).
Conclusions—
Poststroke patients with moderate-severe SDB were more prone to have increased arterial stiffness, although we did not find significant differences in endothelial function. Arterial stiffness also correlated with sleep disruption (arousal index) and mean O
2
saturation.
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Affiliation(s)
- Carlo W. Cereda
- From the Neurologia, Neurocentro della Svizzera Italiana, EOC, Lugano, Switzerland (C.W.C., M.M., J.A., J.F., V.P.); Institut National de la Santé et de la Recherche Médicale U 1042, HP2 Laboratory Joseph Fourier University, Grenoble, France (R.T.); and Universitätsklinik für Neurologie, Inselspital, Bern University Hospital, Bern, Switzerland (C.L.B.)
| | - Renaud Tamisier
- From the Neurologia, Neurocentro della Svizzera Italiana, EOC, Lugano, Switzerland (C.W.C., M.M., J.A., J.F., V.P.); Institut National de la Santé et de la Recherche Médicale U 1042, HP2 Laboratory Joseph Fourier University, Grenoble, France (R.T.); and Universitätsklinik für Neurologie, Inselspital, Bern University Hospital, Bern, Switzerland (C.L.B.)
| | - Mauro Manconi
- From the Neurologia, Neurocentro della Svizzera Italiana, EOC, Lugano, Switzerland (C.W.C., M.M., J.A., J.F., V.P.); Institut National de la Santé et de la Recherche Médicale U 1042, HP2 Laboratory Joseph Fourier University, Grenoble, France (R.T.); and Universitätsklinik für Neurologie, Inselspital, Bern University Hospital, Bern, Switzerland (C.L.B.)
| | - Jennifer Andreotti
- From the Neurologia, Neurocentro della Svizzera Italiana, EOC, Lugano, Switzerland (C.W.C., M.M., J.A., J.F., V.P.); Institut National de la Santé et de la Recherche Médicale U 1042, HP2 Laboratory Joseph Fourier University, Grenoble, France (R.T.); and Universitätsklinik für Neurologie, Inselspital, Bern University Hospital, Bern, Switzerland (C.L.B.)
| | - Jane Frangi
- From the Neurologia, Neurocentro della Svizzera Italiana, EOC, Lugano, Switzerland (C.W.C., M.M., J.A., J.F., V.P.); Institut National de la Santé et de la Recherche Médicale U 1042, HP2 Laboratory Joseph Fourier University, Grenoble, France (R.T.); and Universitätsklinik für Neurologie, Inselspital, Bern University Hospital, Bern, Switzerland (C.L.B.)
| | - Valeria Pifferini
- From the Neurologia, Neurocentro della Svizzera Italiana, EOC, Lugano, Switzerland (C.W.C., M.M., J.A., J.F., V.P.); Institut National de la Santé et de la Recherche Médicale U 1042, HP2 Laboratory Joseph Fourier University, Grenoble, France (R.T.); and Universitätsklinik für Neurologie, Inselspital, Bern University Hospital, Bern, Switzerland (C.L.B.)
| | - Claudio L. Bassetti
- From the Neurologia, Neurocentro della Svizzera Italiana, EOC, Lugano, Switzerland (C.W.C., M.M., J.A., J.F., V.P.); Institut National de la Santé et de la Recherche Médicale U 1042, HP2 Laboratory Joseph Fourier University, Grenoble, France (R.T.); and Universitätsklinik für Neurologie, Inselspital, Bern University Hospital, Bern, Switzerland (C.L.B.)
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53
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Tang A, Eng JJ, Brasher PM, Madden KM, Mohammadi A, Krassioukov AV, Tsang TSM. Physical activity correlates with arterial stiffness in community-dwelling individuals with stroke. J Stroke Cerebrovasc Dis 2013; 23:259-66. [PMID: 23473623 DOI: 10.1016/j.jstrokecerebrovasdis.2013.01.020] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2012] [Accepted: 01/29/2013] [Indexed: 10/27/2022] Open
Abstract
BACKGROUND Physical inactivity contributes to atherosclerotic processes, which manifest as increased arterial stiffness. Arterial stiffness is associated with myocardial demand and coronary perfusion and is a risk factor for stroke and other adverse cardiac outcomes. Poststroke mobility limitations often lead to physical inactivity and sedentary behaviors. This exploratory study aimed to identify functional correlates, reflective of daily physical activity levels, with arterial stiffness in community-dwelling individuals >1 year poststroke. METHODS Carotid-femoral pulse wave velocity (cfPWV) was measured in 35 participants (65% men; mean ± SD age 66.9 ± 6.9 years; median time poststroke 3.7 years). Multivariable regression analyses examined the relationships between cfPWV and factors associated with daily physical activity: aerobic capacity (VO2 peak), gait speed, and balance ability (Berg Balance Scale). Age and the use of antihypertensive medications, known to be associated with pulse wave velocity, were also included in the model. RESULTS Mean cfPWV was 11.2 ± 2.4 m/s. VO2 peak and age were correlated with cfPWV (r = -0.45 [P = .006] and r = 0.46 [P = .004], respectively). In the multivariable regression analyses, age and the use of antihypertensive medication accounted for 20.4% of the variance of cfPWV, and the addition of VO2 peak explained an additional 4.5% of the variance (R2 = 0.249). CONCLUSIONS We found that arterial stiffness is elevated in community-dwelling, ambulatory individuals with stroke relative to healthy people. Multivariable regression analysis suggests that aerobic capacity (VO2 peak) may contribute to the variance of cfPWV after accounting for the effects of age and medication use. Whether intense risk modification and augmented physical activity will improve arterial stiffness in this population remains to be determined.
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Affiliation(s)
- Ada Tang
- Department of Physical Therapy, University of British Columbia, Vancouver, British Columbia, Canada; GF Strong Rehabilitation Centre, Vancouver Coastal Health, Vancouver, British Columbia, Canada
| | - Janice J Eng
- Department of Physical Therapy, University of British Columbia, Vancouver, British Columbia, Canada; GF Strong Rehabilitation Centre, Vancouver Coastal Health, Vancouver, British Columbia, Canada; International Collaboration for Repair Discoveries, Vancouver Coastal Health, Vancouver, British Columbia, Canada.
| | - Penelope M Brasher
- Department of Statistics, University of British Columbia, Vancouver, British Columbia, Canada; Vancouver Coastal Health Research Institute Centre for Clinical Epidemiology and Evaluation, Vancouver, British Columbia, Canada
| | - Kenneth M Madden
- Department of Geriatric Medicine, University of British Columbia, Vancouver, British Columbia, Canada; Vancouver General Hospital, Vancouver, British Columbia, Canada
| | - Azam Mohammadi
- Vancouver General Hospital, Vancouver, British Columbia, Canada
| | - Andrei V Krassioukov
- Division of Physical Medicine and Rehabilitation, University of British Columbia, Vancouver, British Columbia, Canada; GF Strong Rehabilitation Centre, Vancouver Coastal Health, Vancouver, British Columbia, Canada; International Collaboration for Repair Discoveries, Vancouver Coastal Health, Vancouver, British Columbia, Canada
| | - Teresa S M Tsang
- Division of Cardiology, University of British Columbia, Vancouver, British Columbia, Canada; Vancouver General Hospital, Vancouver, British Columbia, Canada
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54
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Yoon HJ, Kim KH, Lee SH, Yim YR, Lee KJ, Park KH, Sim DS, Yoon NS, Hong YJ, Park HW, Kim JH, Ahn Y, Jeong MH, Cho JG, Park JC. Differences of aortic stiffness and aortic intima-media thickness according to the type of initial presentation in patients with ischemic stroke. J Cardiovasc Ultrasound 2013; 21:12-7. [PMID: 23560137 PMCID: PMC3611113 DOI: 10.4250/jcu.2013.21.1.12] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2012] [Revised: 01/29/2013] [Accepted: 02/13/2013] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Aortic stiffness and intima-media thickness (IMT) are known to be associated with ischemic stroke. The aim of the present study was to investigate the differences of aortic stiffness and IMT between cerebral infarction (CI) and transient ischemic attack (TIA). METHODS A total of 500 patients with acute stroke were divided into 2 groups: the TIA group (n = 230, 62.4 ± 12 years, 144 males) versus CI group (n = 270, 63.4 ± 11 years, 181 males). Aortic stiffness index and IMT, as well as conventional cardiovascular risk factors, were compared. RESULTS The prevalence of hypertension, diabetes, and dyslipidemia were significantly higher, and left atrial volume and E/E' were significantly elevated in the CI group than in the TIA group. Carotid IMT was significantly thicker in the CI group than in the TIA group. Aortic stiffness index β was significantly higher (7.99 ± 2.70 vs. 7.02 ± 4.30, p = 0.043) and aortic IMT was significantly thicker (1.53 ± 0.41 vs. 1.45 ± 0.39 mm, p = 0.040) in the CI group than in the TIA group. Aortic stiffness index β was significantly correlated with the IMT of the aorta (r = 0.279, p = 0.014), right (r = 412, p < 0.001) and left carotid artery (r = 441, p < 0.001). CONCLUSION Aortic stiffness index β and IMT were significantly higher in patients with CI than TIA. The result of the present study suggested that CI is associated with more advanced degree of atherosclerotic and arteriosclerotic process than TIA.
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Affiliation(s)
- Hyun Ju Yoon
- Department of Cardiology, Chonnam National University Hospital, Gwangju, Korea
| | - Kye Hun Kim
- Department of Cardiology, Chonnam National University Hospital, Gwangju, Korea
| | - Sang Hyun Lee
- Department of Cardiology, Hana Hospital, Mokpo, Korea
| | - Yi Rang Yim
- Department of Cardiology, Chonnam National University Hospital, Gwangju, Korea
| | - Kyung Jin Lee
- Department of Cardiology, Chonnam National University Hospital, Gwangju, Korea
| | - Keun Ho Park
- Department of Cardiology, Chonnam National University Hospital, Gwangju, Korea
| | - Doo Sun Sim
- Department of Cardiology, Chonnam National University Hospital, Gwangju, Korea
| | - Nam Sik Yoon
- Department of Cardiology, Chonnam National University Hospital, Gwangju, Korea
| | - Young Joon Hong
- Department of Cardiology, Chonnam National University Hospital, Gwangju, Korea
| | - Hyung Wook Park
- Department of Cardiology, Chonnam National University Hospital, Gwangju, Korea
| | - Ju Han Kim
- Department of Cardiology, Chonnam National University Hospital, Gwangju, Korea
| | - Youngkeun Ahn
- Department of Cardiology, Chonnam National University Hospital, Gwangju, Korea
| | - Myung Ho Jeong
- Department of Cardiology, Chonnam National University Hospital, Gwangju, Korea
| | - Jeong Gwan Cho
- Department of Cardiology, Chonnam National University Hospital, Gwangju, Korea
| | - Jong Chun Park
- Department of Cardiology, Chonnam National University Hospital, Gwangju, Korea
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55
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Gąsecki D, Rojek A, Kwarciany M, Kowalczyk K, Boutouyrie P, Nyka W, Laurent S, Narkiewicz K. Pulse wave velocity is associated with early clinical outcome after ischemic stroke. Atherosclerosis 2012; 225:348-52. [DOI: 10.1016/j.atherosclerosis.2012.09.024] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2012] [Revised: 08/13/2012] [Accepted: 09/19/2012] [Indexed: 11/27/2022]
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56
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Bian PD, Pan HH, Li XY, Lin W, Hu SJ. Associated factors of brachial-ankle pulse wave velocity in hypertensive patients aged 80 and over. CNS Neurosci Ther 2012; 18:188-90. [PMID: 22313948 DOI: 10.1111/j.1755-5949.2011.00282.x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
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57
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Webb AJS, Simoni M, Mazzucco S, Kuker W, Schulz U, Rothwell PM. Increased cerebral arterial pulsatility in patients with leukoaraiosis: arterial stiffness enhances transmission of aortic pulsatility. Stroke 2012; 43:2631-6. [PMID: 22923446 DOI: 10.1161/strokeaha.112.655837] [Citation(s) in RCA: 240] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND PURPOSE Arterial stiffening reduces damping of the arterial waveform and hence increases pulsatility of cerebral blood flow, potentially damaging small vessels. In the absence of previous studies in patients with recent transient ischemic attack or stroke, we determined the associations between leukoaraiosis and aortic and middle cerebral artery stiffness and pulsatility. METHODS Patients were recruited from the Oxford Vascular Study within 6 weeks of a transient ischemic attack or minor stroke. Leukoaraiosis was categorized on MRI by 2 independent observers with the Fazekas and age-related white matter change scales. Middle cerebral artery (MCA) stiffness (transit time) and pulsatility (Gosling's index: MCA-PI) were measured with transcranial ultrasound and aortic pulse wave velocity and aortic systolic, diastolic, and pulse pressure with applanation tonometry (Sphygmocor). RESULTS In 100 patients, MCA-PI was significantly greater in patients with leukoaraiosis (0.91 versus 0.73, P<0.0001). Severity of leukoaraiosis was associated with MCA-PI and aortic pulse wave velocity (Fazekas: χ(2)=0.39, MCA-PI P=0.01, aortic pulse wave velocity P=0.06; age-related white matter change: χ(2)=0.38, MCA-PI P=0.015; aortic pulse wave velocity P=0.026) for periventricular and deep white matter lesions independent of aortic systolic blood pressure, diastolic blood pressure, and pulse pressure and MCA transit time with MCA-PI independent of age. In a multivariate model (r(2)=0.68, P<0.0001), MCA-PI was independently associated with aortic pulse wave velocity (P=0.016) and aortic pulse pressure (P<0.0001) and inversely associated with aortic diastolic blood pressure (P<0.0001) and MCA transit time (P=0.001). CONCLUSIONS MCA pulsatility was the strongest physiological correlate of leukoaraiosis, independent of age, and was dependent on aortic diastolic blood pressure and pulse pressure and aortic and MCA stiffness, supporting the hypothesis that large artery stiffening results in increased arterial pulsatility with transmission to the cerebral small vessels resulting in leukoaraiosis.
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58
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Yu SC, Kuo CL, Huang CS, Chang CS, Wu SL, Su SL, Liu CS. Endogenous granulocyte colony-stimulating factor: a biomarker in acute ischemic stroke. Biomarkers 2012; 17:319-24. [PMID: 22440005 DOI: 10.3109/1354750x.2012.668712] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Granulocyte colony-stimulating factor (G-CSF) may protect ischemic brain injury either in animal or human. No studies have reported that endogenous G-CSF (enG-CSF) level is related to the severity of ischemic stroke. This study was designed to assess the severity of ischemic patients correlated with the alteration of enG-CSF on the 1st day after an ischemic event. Patient's plasma enG-CSF and scoring of National Institute of Health Stroke Scale were measured on the 1st day after ischemic stroke. The acute ischemic stroke could significantly induce enG-GCF secretion as compared with healthy control group (16.77 vs. 22.86 μg/L, p = 0.001). Elevated enG-CSF concentration was positively correlated with the severity of stroke patients on day 1 after the event (p = 0.006; Spearman correlation coefficient = 0.268). The enG-CSF is a good biomarker for prediction of severity of acute ischemic stroke.
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Affiliation(s)
- Shih-Chieh Yu
- Department of Neurology, Kuang-Tien General Hospital, Taichung, Taiwan
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59
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The association between cerebral atherosclerosis and arterial stiffness in acute ischemic stroke. Atherosclerosis 2011; 219:887-91. [DOI: 10.1016/j.atherosclerosis.2011.09.013] [Citation(s) in RCA: 59] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2011] [Revised: 08/23/2011] [Accepted: 09/07/2011] [Indexed: 11/18/2022]
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60
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Ghasemzadeh N, Zafari AM. A brief journey into the history of the arterial pulse. Cardiol Res Pract 2011; 2011:164832. [PMID: 21811677 PMCID: PMC3147130 DOI: 10.4061/2011/164832] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2010] [Revised: 04/26/2011] [Accepted: 05/20/2011] [Indexed: 11/20/2022] Open
Abstract
Objective. This paper illustrates the evolution of our knowledge of the arterial pulse from ancient times to the present. Several techniques for arterial pulse evaluation throughout history are discussed. Methods. Using databases including Worldcat, Pubmed, and Emory University Libraries' Catalogue, the significance of the arterial pulse is discussed in three historical eras of medicine: ancient, medieval, and modern. Summary. Techniques used over time to analyze arterial pulse and its characteristics have advanced from simple evaluation by touch to complex methodologies such as ultrasonography and plethysmography. Today's understanding of the various characteristics of the arterial pulse relies on our ancestors' observations and experiments. The pursuit of science continues to lead to major advancements in our knowledge of the arterial pulse and its application in diagnosis of atherosclerotic disease.
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Affiliation(s)
- Nima Ghasemzadeh
- Atlanta Veterans Affairs Medical Center, Decatur, GA 30033-4004, USA
- Division of Cardiology, Emory University School of Medicine, 1639 Pierce Drive, 322 WMB, Atlanta, GA 30322, USA
| | - A. Maziar Zafari
- Atlanta Veterans Affairs Medical Center, Decatur, GA 30033-4004, USA
- Division of Cardiology, Emory University School of Medicine, 1639 Pierce Drive, 322 WMB, Atlanta, GA 30322, USA
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61
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Jickling GC, Stamova B, Ander BP, Zhan X, Tian Y, Liu D, Xu H, Johnston SC, Verro P, Sharp FR. Profiles of lacunar and nonlacunar stroke. Ann Neurol 2011; 70:477-85. [PMID: 21796664 DOI: 10.1002/ana.22497] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2011] [Revised: 05/14/2011] [Accepted: 05/25/2011] [Indexed: 11/07/2022]
Abstract
OBJECTIVE Determining which small deep infarcts (SDIs) are of lacunar, arterial, or cardioembolic etiology is challenging, but important in delivering optimal stroke prevention therapy. We sought to distinguish lacunar from nonlacunar causes of SDIs using a gene expression profile. METHODS A total of 184 ischemic strokes were analyzed. Lacunar stroke was defined as a lacunar syndrome with infarction <15mm in a region supplied by penetrating arteries. RNA from blood was processed on whole genome microarrays. Genes differentially expressed between lacunar (n = 30) and nonlacunar strokes (n = 86) were identified (false discovery rate ≤ 0.05, fold change >|1.5|) and used to develop a prediction model. The model was evaluated by cross-validation and in a second test cohort (n = 36). The etiology of SDIs of unclear cause (SDIs ≥ 15mm or SDIs with potential embolic source) (n = 32) was predicted using the derived model. RESULTS A 41-gene profile discriminated lacunar from nonlacunar stroke with >90% sensitivity and specificity. Of the 32 SDIs of unclear cause, 15 were predicted to be lacunar, and 17 were predicted to be nonlacunar. The identified profile represents differences in immune response between lacunar and nonlacunar stroke. INTERPRETATION Profiles of differentially expressed genes can distinguish lacunar from nonlacunar stroke. SDIs of unclear cause were frequently predicted to be of nonlacunar etiology, suggesting that comprehensive workup of SDIs is important to identify potential cardioembolic and arterial causes. Further study is required to evaluate the gene profile in an independent cohort and determine the clinical and treatment implications of SDIs of predicted nonlacunar etiology.
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Affiliation(s)
- Glen C Jickling
- Department of Neurology and the MIND Institute, University of California at Davis, Sacramento, CA 95817, USA.
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Manzano JJF, Omar E, Wong MC, De Silva DA. Arterial stiffness and ischemic stroke subtypes. Atherosclerosis 2011; 217:72-3. [DOI: 10.1016/j.atherosclerosis.2011.02.038] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/21/2011] [Revised: 02/21/2011] [Accepted: 02/21/2011] [Indexed: 10/18/2022]
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