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Ghorani-Azam A, Sepahi S, Khodaverdi E, Mohajeri SA. Herbal medicine as a promising therapeutic approach for the management of vascular dementia: A systematic literature review. Phytother Res 2018; 32:1720-1728. [DOI: 10.1002/ptr.6120] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2017] [Revised: 04/24/2018] [Accepted: 04/26/2018] [Indexed: 01/10/2023]
Affiliation(s)
- Adel Ghorani-Azam
- Medical Toxicology Research Center; Mashhad University of Medical Sciences; Mashhad Iran
| | - Samaneh Sepahi
- Targeted Drug Delivery Research Center; Pharmaceutical Technology Institute, Mashhad University of Medical Sciences; Mashhad Iran
- Student Research Committee; Mashhad University of Medical Sciences; Mashhad Iran
| | - Elham Khodaverdi
- Targeted Drug Delivery Research Center; Pharmaceutical Technology Institute, Mashhad University of Medical Sciences; Mashhad Iran
- Department of pharmaceutics, School of Pharmacy; Mashhad University of Medical Sciences; Mashhad Iran
| | - Seyed Ahmad Mohajeri
- Pharmaceutical Research Center; Pharmaceutical Technology Institute, Mashhad University of Medical Sciences; Mashhad Iran
- Department of pharmacodynamics and Toxicology, School of Pharmacy; Mashhad University of Medical Sciences; Mashhad Iran
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Santos JID, Rodrigues CJ, Zogheib JB, Malachias MVB, Rezende BA. Assessment of hemodynamic and vascular parameters in Alzheimer's disease, vascular dementia and mild cognitive abnormalities: a pilot study. REVISTA BRASILEIRA DE GERIATRIA E GERONTOLOGIA 2017. [DOI: 10.1590/1981-22562017020.160211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Abstract Objectives: this pilot study correlated cardiovascular parameters such as atherosclerosis and arterial stiffness in patients with aged-related dementia and sought to identify hemodynamic differences that can help in differential diagnosis. Method: a longitudinal prospective study was performed of 46 patients aged 60 to 80 years in the city of Belo Horizonte, Minas Gerais, Brazil. The patients were classified into three groups: those with Alzheimer’s disease (AD), vascular dementia (VD) or mild cognitive impairment (MCI). The groups were classified by clinical examination and CT or magnetic resonance imaging tests of the encephalon. The arterial stiffness and other hemodynamic parameters of the patients were measured using the Mobil-O-Graph device and carotid artery ultrasound scanning. Data analysis was performed by descriptive statistics, multinomial logistic regression and analysis of variance. Results: 18 patients (39.1%) had MCI, 18 (39.1%) AD and 10 (21.8%) VD. Image exams revealed greater obstructive microangiopathy in the AD group than the MCI group (p<0.05), which in turn exhibited greater normality in such tests than the AD group (p<0.05). There were no significant differences among the groups for the hemodynamic variables. The carotid artery ultrasound examinations identified a greater degree of normality in the MCI group than the AD group (p<0.05). Conclusion: the results do not support the idea of using noninvasive hemodynamic evaluation methods as additional exams in the differential diagnosis of these pathologies.
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Henley BC, Shin DC, Zhang R, Marmarelis VZ. Compartmental and Data-Based Modeling of Cerebral Hemodynamics: Nonlinear Analysis. IEEE Trans Biomed Eng 2017; 64:1078-1088. [PMID: 27411214 PMCID: PMC5592738 DOI: 10.1109/tbme.2016.2588438] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
OBJECTIVE As an extension to our study comparing a putative compartmental and data-based model of linear dynamic cerebral autoregulation (CA) and CO2-vasomotor reactivity (VR), we study the CA-VR process in a nonlinear context. METHODS We use the concept of principal dynamic modes (PDM) in order to obtain a compact and more easily interpretable input-output model. This in silico study permits the use of input data with a dynamic range large enough to simulate the classic homeostatic CA and VR curves using a putative structural model of the regulatory control of the cerebral circulation. The PDM model obtained using theoretical and experimental data are compared. RESULTS It was found that the PDM model was able to reflect accurately both the simulated static CA and VR curves in the associated nonlinear functions (ANFs). Similar to experimental observations, the PDM model essentially separates the pressure-flow relationship into a linear component with fast dynamics and nonlinear components with slow dynamics. In addition, we found good qualitative agreement between the PDMs representing the dynamic theoretical and experimental CO2-flow relationship. CONCLUSION Under the modeling assumption and in light of other experimental findings, we hypothesize that PDMs obtained from experimental data correspond with passive fluid dynamical and active regulatory mechanisms. SIGNIFICANCE Both hypothesis-based and data-based modeling approaches can be combined to offer some insight into the physiological basis of PDM model obtained from human experimental data. The PDM modeling approach potentially offers a practical way to quantify the status of specific regulatory mechanisms in the CA-VR process.
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Meyer ML, Palta P, Tanaka H, Deal JA, Wright J, Knopman DS, Griswold ME, Mosley TH, Heiss G. Association of Central Arterial Stiffness and Pressure Pulsatility with Mild Cognitive Impairment and Dementia: The Atherosclerosis Risk in Communities Study-Neurocognitive Study (ARIC-NCS). J Alzheimers Dis 2017; 57:195-204. [PMID: 28222517 PMCID: PMC5450915 DOI: 10.3233/jad-161041] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
BACKGROUND The association of central arterial stiffness and pressure pulsatility with mild cognitive impairment (MCI) and dementia is not well characterized in the population-based setting. OBJECTIVE The aim of this study was to quantify the cross-sectional association of arterial stiffness and pressure pulsatility with MCI and dementia among 4,461 older white and black adults from the population-based Atherosclerosis Risk in Communities Study-Neurocognitive Study. METHODS We used race-stratified multinomial logistic regression to evaluate associations of percentile cut points of carotid-femoral pulse wave velocity, central systolic blood pressure, central pulse pressure, and pulse pressure amplification with MCI and dementia versus no cognitive impairment. RESULTS Among whites, those with carotid-femoral pulse wave velocity or central systolic blood pressure ≥75th percentile had a higher prevalence of MCI compared to participants <75th percentile (conditional odds ratio (OR); 95% confidence interval (CI): 1.27 (1.02, 1.56) and 1.28 (1.04, 1.57), respectively) and those with central pulse pressure ≥75th percentile had a higher prevalence of MCI (OR 1.27 (95% CI: 1.03, 1.58)) and dementia (OR 1.76 (95% CI: 1.06, 2.92) compared to participants <75th percentile. Also among whites, those with pulse pressure amplification ≤25th percentile had a higher prevalence of dementia compared to participants >25th percentile (OR 1.65; (95% CI: 1.01, 2.70). Weaker associations were seen among black participants. CONCLUSION Higher arterial stiffness and pulsatility were associated with MCI and dementia in white participants. Longitudinal characterization of the observed associations is warranted to assess whether arterial stiffness and pressure pulsatility predict MCI and dementia among older adults.
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Affiliation(s)
- Michelle L Meyer
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Priya Palta
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Hirofumi Tanaka
- Department of Kinesiology and Health Education, University of Texas at Austin, Austin, TX
| | - Jennifer A Deal
- Department of Epidemiology, Johns Hopkins University, Baltimore, MD
| | | | | | - Michael E Griswold
- Center of Biostatistics and Bioinformatics, University of Mississippi Medical Center, Jackson, MS
| | - Thomas H Mosley
- Department of Medicine, University of Mississippi Medical Center, Jackson, MS
| | - Gerardo Heiss
- Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC
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Tachibana H, Washida K, Kowa H, Kanda F, Toda T. Vascular Function in Alzheimer's Disease and Vascular Dementia. Am J Alzheimers Dis Other Demen 2016; 31:437-42. [PMID: 27284205 PMCID: PMC10852864 DOI: 10.1177/1533317516653820] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/03/2024]
Abstract
We investigated vascular functioning in patients with a clinical and radiological diagnosis of either Alzheimer's disease (AD) or vascular dementia (VaD) and examined a possible relationship between vascular function and cognitive status. Twenty-seven patients with AD, 23 patients with VaD, and 26 healthy control patients underwent measurements of flow-mediated dilation (FMD), ankle-brachial index (ABI), cardioankle vascular index (CAVI), and intima-media thickness (IMT). The FMD was significantly lower in patients with AD or VaD compared to controls. There were no significant differences in ABI, CAVI, or IMT among the 3 groups. A significant correlation was found between Mini-Mental State Examination (MMSE) scores and FMD. Furthermore, a multiple regression analysis revealed that FMD was significantly predicted by MMSE scores. These results suggest that endothelial involvement plays a role in AD pathogenesis, and FMD may be more sensitive than other surrogate methods (ABI, CAVI, and IMT) for detecting early-stage atherosclerosis and/or cognitive decline.
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Affiliation(s)
- Hisatsugu Tachibana
- Division of Neurology, Graduate School of Medicine, Kobe University, Chuo-ku, Kobe, Japan
| | - Kazuo Washida
- Division of Neurology, Graduate School of Medicine, Kobe University, Chuo-ku, Kobe, Japan
| | - Hisatomo Kowa
- Division of Neurology, Graduate School of Medicine, Kobe University, Chuo-ku, Kobe, Japan
| | - Fumio Kanda
- Division of Neurology, Graduate School of Medicine, Kobe University, Chuo-ku, Kobe, Japan
| | - Tatsushi Toda
- Division of Neurology, Graduate School of Medicine, Kobe University, Chuo-ku, Kobe, Japan
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Henley B, Shin D, Zhang R, Marmarelis V. Compartmental and Data-Based Modeling of Cerebral Hemodynamics: Linear Analysis. IEEE ACCESS : PRACTICAL INNOVATIONS, OPEN SOLUTIONS 2015; 3:2317-2332. [PMID: 26900535 PMCID: PMC4756910 DOI: 10.1109/access.2015.2492945] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Compartmental and data-based modeling of cerebral hemodynamics are alternative approaches that utilize distinct model forms and have been employed in the quantitative study of cerebral hemodynamics. This paper examines the relation between a compartmental equivalent-circuit and a data-based input-output model of dynamic cerebral autoregulation (DCA) and CO2-vasomotor reactivity (DVR). The compartmental model is constructed as an equivalent-circuit utilizing putative first principles and previously proposed hypothesis-based models. The linear input-output dynamics of this compartmental model are compared with data-based estimates of the DCA-DVR process. This comparative study indicates that there are some qualitative similarities between the two-input compartmental model and experimental results.
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Affiliation(s)
- B.C. Henley
- Department of Biomedical Engineering, University of Southern
California, Los Angeles, CA 90089 USA
| | - D.C. Shin
- Department of Biomedical Engineering, University of Southern
California, Los Angeles, CA 90089 USA
| | - R. Zhang
- Southwestern Medical Center, University of Texas
| | - V.Z. Marmarelis
- Department of Biomedical Engineering, University of Southern
California, Los Angeles, CA 90089 USA
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de Bruijn RFAG, Ikram MA. Cardiovascular risk factors and future risk of Alzheimer's disease. BMC Med 2014; 12:130. [PMID: 25385322 PMCID: PMC4226863 DOI: 10.1186/s12916-014-0130-5] [Citation(s) in RCA: 227] [Impact Index Per Article: 22.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2014] [Accepted: 07/15/2014] [Indexed: 11/16/2022] Open
Abstract
Alzheimer's disease (AD) is the most common neurodegenerative disorder in elderly people, but there are still no curative options. Senile plaques and neurofibrillary tangles are considered hallmarks of AD, but cerebrovascular pathology is also common. In this review, we summarize findings on cardiovascular disease (CVD) and risk factors in the etiology of AD. Firstly, we discuss the association of clinical CVD (such as stroke and heart disease) and AD. Secondly, we summarize the relation between imaging makers of pre-clinical vascular disease and AD. Lastly, we discuss the association of cardiovascular risk factors and AD. We discuss both established cardiovascular risk factors and emerging putative risk factors, which exert their effect partly via CVD.
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Affiliation(s)
| | - M Arfan Ikram
- Department of Epidemiology, Erasmus MC University Medical Center, Wytemaweg 80, Rotterdam, 3015, CN, the Netherlands.
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Abstract
Arterial stiffness may be associated with cognitive function. In this study, pulse wave velocity (PWV) was measured from the carotid to femoral (CF-PWV) and from the carotid to radial (CR-PWV) with the Complior SP System. Cognitive function was measured by 6 tests of executive function, psychomotor speed, memory, and language fluency. A total of 1433 participants were included (mean age 75 y, 43% men). Adjusting for age, sex, education, pulse rate, hemoglobin A1C, high-density lipoprotein cholesterol, hypertension, cardiovascular disease history, smoking, drinking, and depression symptoms, a CF-PWV>12 m/s was associated with a lower Mini-Mental State Examination score (coefficient: -0.31, SE: 0.11, P=0.005), fewer words recalled on Auditory Verbal Learning Test (coefficient: -1.10, SE: 0.43, P=0.01), and lower score on the composite cognition score (coefficient: -0.10, SE: 0.05, P=0.04) and marginally significantly associated with longer time to complete Trail Making Test-part B (coefficient: 6.30, SE: 3.41, P=0.06), CF-PWV was not associated with Trail Making Test-part A, Digit Symbol Substation Test, or Verbal Fluency Test. No associations were found between CR-PWV and cognitive performance measures. Higher large artery stiffness was associated with worse cognitive function, and longitudinal studies are needed to confirm these associations.
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Çalık AN, Özcan KS, Yüksel G, Güngör B, Aruğarslan E, Varlibas F, Ekmekci A, Osmonov D, Tatlısu MA, Karaca M, Bolca O, Erdinler İ. Altered diastolic function and aortic stiffness in Alzheimer's disease. Clin Interv Aging 2014; 9:1115-21. [PMID: 25075180 PMCID: PMC4107181 DOI: 10.2147/cia.s63337] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Background Alzheimer’s disease (AD) is closely linked to cardiovascular risk factors. Methods Echocardiographic studies were performed, including left ventricular diastolic functions, left and right atrial conduction times, and arterial stiffness parameters, namely stiffness index, pressure-strain elastic modulus, and distensibility, on 29 patients with AD and 24 age-matched individuals with normal cognitive function. Results The peak mitral flow velocity of the early rapid filling wave (E) was lower, and the peak velocity of the late filling wave caused by atrial contraction (A), deceleration time of peak E velocity, and isovolumetric relaxation time were higher in the AD group. The early myocardial peak (Ea) velocity was significantly lower in AD patients, whereas the late diastolic (Aa) velocity and E/Ea ratio were similar between the two groups. In Alzheimer patients, stiffness index and pressure-strain elastic modulus were higher, and distensibility was significantly lower in the AD group compared to the control. Interatrial electromechanical delay was significantly longer in the AD group. Conclusion Our findings suggest that patients with AD are more likely to have diastolic dysfunction, higher atrial conduction times, and increased arterial stiffness compared to the controls of same sex and similar age.
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Affiliation(s)
- Ali Nazmi Çalık
- Department of Cardiology, Yozgat State Hospital, Yozgat, Turkey
| | - Kazım Serhan Özcan
- Department of Cardiology, Derince Training and Research Hospital, Kocaeli, Turkey
| | - Gülbün Yüksel
- Department of Neurology, Haydarpaşa Numune Training and Research Hospital, Istanbul, Turkey
| | - Barısş Güngör
- Department of Cardiology, Siyami Ersek Cardiovascular and Thoracic Surgery Center, Istanbul, Turkey
| | - Emre Aruğarslan
- Department of Cardiology, Siyami Ersek Cardiovascular and Thoracic Surgery Center, Istanbul, Turkey
| | - Figen Varlibas
- Department of Neurology, Haydarpaşa Numune Training and Research Hospital, Istanbul, Turkey
| | - Ahmet Ekmekci
- Department of Cardiology, Siyami Ersek Cardiovascular and Thoracic Surgery Center, Istanbul, Turkey
| | - Damirbek Osmonov
- Department of Cardiology, Siyami Ersek Cardiovascular and Thoracic Surgery Center, Istanbul, Turkey
| | - Mustafa Adem Tatlısu
- Department of Cardiology, Siyami Ersek Cardiovascular and Thoracic Surgery Center, Istanbul, Turkey
| | - Mehmet Karaca
- Department of Cardiology, Siyami Ersek Cardiovascular and Thoracic Surgery Center, Istanbul, Turkey
| | - Osman Bolca
- Department of Cardiology, Siyami Ersek Cardiovascular and Thoracic Surgery Center, Istanbul, Turkey
| | - İzzet Erdinler
- Department of Cardiology, Siyami Ersek Cardiovascular and Thoracic Surgery Center, Istanbul, Turkey
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Xu ZQ, Liang XM, Zhang YF, Zhu CX, Jiang XJ. Treatment with Huperzine A improves cognition in vascular dementia patients. Cell Biochem Biophys 2012; 62:55-8. [PMID: 21833673 DOI: 10.1007/s12013-011-9258-5] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
UNLABELLED In the present study, we tested the efficacy and safety of Huperzine A in treatment of mild to moderate vascular dementia (VaD). This was a randomized, double-blinded, placebo-controlled study with 78 patients with mild to moderate VaD. The participants were randomized to receive either vitamin C (100-mg bid) as placebo (n = 39) or Huperzine A (0.1-mg bid) (n = 39) for 12 consecutive weeks. The mini-mental state examination (MMSE), clinical dementia rating (CDR), and activities of daily living (ADL) scores were used for the assessment of cognition. The assessments were made prior to treatment, and 4, 8, and 12 weeks of the treatment. The adverse effects of the treatment were also recorded. After 12 weeks of treatment, the MMSE, CDR, and ADL scores significantly improved in the Huperzine A group (P < 0.01 for all comparisons), whereas the placebo group did not show any such improvement (P > 0.05 for all comparisons). No serious adverse events were recorded during the treatment. CONCLUSION Huperzine A can significantly improve the cognitive function in patients with mild to moderate vascular dementia. Further, the medicament is safe.
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Affiliation(s)
- Zhi-Qiang Xu
- Department of Neurology, Research Institute of Surgery, Daping Hospital, Third Military Medical University, Daping, Chongqing, China
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Rabkin SW, Jarvie G. Comparison of vascular stiffness in vascular dementia, Alzheimer dementia and cognitive impairment. Blood Press 2011; 20:274-83. [PMID: 21623679 DOI: 10.3109/08037051.2011.566246] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Abstract Defining the vascular component(s) of the clinical diagnosis of vascular cognitive impairment (VCI) and vascular dementia (VaD) continues to be problematic. The goal of this study was to determine whether vascular stiffness, measured by pulse wave velocity (PWV), is altered in VaD, to study the utility of PWV in differentiating VaD from Alzheimer dementia (AD) and the relationship between PWV and cognitive function. A qualitative and quantitative structured analysis of the literature was conducted until September 2010, using a search strategy based on the key words: dementia, vascular dementia, dementia of vascular origin, cognitive function and arterial stiffness or pulse wave velocity. Seventeen studies assessed large vessel vascular stiff by PWV and related it to cognitive function or dementia. Six of these studies compared PWV in 154 persons with VaD, 207 with AD and 197 controls without dementia. Mean PWV was significantly (p < 0.0001) higher in VaD compared with controls. Mean PWV was significantly (p = 0.002) higher in VaD compared with AD. Fourteen studies examined the relationship between PWV and cognitive function. The majority of studies (nine of 14) reported a significant correlation between PWV and cognitive function. Four of eight studies that evaluated the relation using univariate analysis reported a significant correlation of PWV with the Mini Mental State Exam (MMSE) or Hasegawa Dementia Scale, and the correlation with MMSE between studies showed a close agreement of correlation coefficients (0.206 to 0.27). In multivariate analysis, adjusted for a wide range of possible confounding factors, the majority or 80% (eight out of 10) studies comprising a population of 6,034 individuals found a significant inverse relationship between PWV and cognitive function. In summary, vascular stiffness is inversely related to cognitive function. Vascular stiffness is greater in VaD compared with AD, suggesting PWV may be useful in identifying VaD.
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Affiliation(s)
- Simon W Rabkin
- Department of Medicine, University of British Columbia, Vancouver, B.C., Canada.
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Sugawara N, Yasui-Furukori N, Umeda T, Kaneda A, Sato Y, Takahashi I, Matsuzaka M, Danjo K, Nakaji S, Kaneko S. Comparison of ankle-brachial pressure index and pulse wave velocity as markers of cognitive function in a community-dwelling population. BMC Psychiatry 2010; 10:46. [PMID: 20537134 PMCID: PMC2894760 DOI: 10.1186/1471-244x-10-46] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2010] [Accepted: 06/10/2010] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Vascular factors have been implicated in the development of cognitive decline and dementia. The purpose of this study is to determine the association of the Ankle Brachial pressure Index (ABI) and brachial-ankle Pulse Wave Velocity (ba-PWV) to cognitive impairment in a community-dwelling population. METHODS The ABI and ba-PWV were measured using the volume-plethymographic apparatus in 388 subjects aged 60 years old and over. The Mini-Mental State Examination was also employed to measure global cognitive status. The effectiveness of the ABI and ba-PWV as putative markers of cognitive impairment were determined by using a multiple logistic regression analysis after adjusting for confounding factors. RESULTS Subjects with poor cognition were significantly older and less well educated than those with normal cognition. According to the multiple logistic regression analysis, the lowest ABI tertile was found to be a significant independent risk factor (OR = 3.19, 95% CI = 1.30 to 7.82) of the cognitive impairment, whereas the highest brachial-ankle PWV tertile was not. CONCLUSIONS A low ABI was an independent risk factor for cognitive impairment in community-dwelling older populations, whereas a high ba-PWV may not be. Further research will be required to analyze ABI and PWV with greater accuracy.
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Affiliation(s)
- Norio Sugawara
- Department of Psychiatry, Hirosaki-Aiseikai Hospital, Hirosaki, Japan.
| | - Norio Yasui-Furukori
- Department of Neuropsychiatry, Hirosaki University School of Medicine, Hirosaki, Japan
| | - Takashi Umeda
- Department of Social Medicine, Hirosaki University School of Medicine, Hirosaki, Japan
| | - Ayako Kaneda
- Department of Neuropsychiatry, Hirosaki University School of Medicine, Hirosaki, Japan
| | - Yasushi Sato
- Department of Psychiatry, Hirosaki-Aiseikai Hospital, Hirosaki, Japan
| | - Ippei Takahashi
- Department of Social Medicine, Hirosaki University School of Medicine, Hirosaki, Japan
| | - Masashi Matsuzaka
- Department of Social Medicine, Hirosaki University School of Medicine, Hirosaki, Japan
| | - Kazuma Danjo
- Department of Social Medicine, Hirosaki University School of Medicine, Hirosaki, Japan
| | - Shigeyuki Nakaji
- Department of Social Medicine, Hirosaki University School of Medicine, Hirosaki, Japan
| | - Sunao Kaneko
- Department of Neuropsychiatry, Hirosaki University School of Medicine, Hirosaki, Japan
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