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Ding J, Long Z, Liu Y, Wang M. Study on influencing factors of age-adjusted Charlson comorbidity index in patients with Alzheimer's disease based on machine learning model. Front Med (Lausanne) 2025; 12:1497662. [PMID: 39931556 PMCID: PMC11807998 DOI: 10.3389/fmed.2025.1497662] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2024] [Accepted: 01/06/2025] [Indexed: 02/13/2025] Open
Abstract
Background Alzheimer's disease (AD) is a widespread neurodegenerative disease, often accompanied by multiple comorbidities, significantly increasing the risk of death for patients. The age adjusted Charlson Comorbidity Index (aCCI) is an important clinical tool for measuring the burden of comorbidities in patients, closely related to mortality and prognosis. This study aims to use the MIMIC-V database and various regression and machine learning models to screen and validate features closely related to aCCI, providing a theoretical basis for personalized management of AD patients. Methods The research data is sourced from the MIMIC-V database, which contains detailed clinical information of AD patients. Multiple logistic regression, LASSO regression, random forest, Support Vector Machine (SVM), and Extreme Gradient Boosting (XGBoost) models were used to screen for feature factors significantly correlated with aCCI. By comparing model performance, evaluating the classification ability and prediction accuracy of each method, and ultimately selecting the best model to construct a regression model and a nomogram. The model performance is evaluated through classification accuracy, net benefit, and robustness. The feature selection results were validated by regression analysis. Results Multiple models have performed well in classifying aCCI patients, among which the model constructed using LASSO regression screening feature factors has the best performance, with the highest classification accuracy and net benefit. LASSO regression identified the following 11 features closely related to aCCI: age, respiratory rate, base excess, glucose, red blood cell distribution width (RDW), alkaline phosphatase (ALP), whole blood potassium, hematocrit (HCT), phosphate, creatinine, and mean corpuscular hemoglobin (MCH). The column chart constructed based on these feature factors enables intuitive prediction of patients with high aCCI probability, providing a convenient clinical tool. Conclusion The results of this study indicate that the features screened by LASSO regression have the best predictive performance and can significantly improve the predictive ability of aCCI related comorbidities in AD patients. The column chart constructed based on this feature factor provides theoretical guidance for personalized management and precise treatment of AD patients.
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Affiliation(s)
- Jian Ding
- Department of Neurology, Shandong Public Health Clinical Center, Shandong University, Jinan, China
- Department of Neurology, Qilu Hospital, Shandong University, Jinan, China
| | - Zheng Long
- Department of Medical Affairs, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Yiming Liu
- Department of Neurology, Qilu Hospital, Shandong University, Jinan, China
| | - Min Wang
- Department of Neurology, The Second Hospital of Shandong University, Jinan, Shandong, China
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2
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Dewaswala N, Mishra V, Bhopalwala H, Minhas AK, Keshavamurthy S. Pathophysiology and Management of Heart Failure in the Elderly. Int J Angiol 2022; 31:251-259. [PMID: 36588873 PMCID: PMC9803556 DOI: 10.1055/s-0042-1758357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The population of elderly adults is increasing globally. It has been projected that the population of adults aged 65 years will increase by approximately 80% by 2050 in the United States. Similarly, the elderly population is rising in other countries; a notable example being Japan where approximately 30% of the population are aged above 65 years. The pathophysiology and management of heart failure (HF) in this age group tend to have more intricacies than in younger age groups owing to the presence of multiple comorbidities. The normal aging biology includes progressive disruption at cellular and genetic levels and changes in molecular signaling and mechanical activities that contribute to myocardial abnormalities. Older adults with HF secondary to ischemic or valvular heart disease may benefit from surgical therapy, valve replacement or repair for valvular heart disease and coronary artery bypass grafting for coronary artery disease. While referring these patients for surgery, patient and family expectations and life expectations should be taken into account. In this review, we will cover the pathophysiology and the management of HF in the elderly, specifically discussing important geriatric domains such as frailty, cognitive impairment, delirium, polypharmacy, and multimorbidity.
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Affiliation(s)
- Nakeya Dewaswala
- Department of Cardiovascular Diseases, University of Kentucky, Lexington, Kentucky
| | - Vinayak Mishra
- Grant Medical College and Sir JJ Group of Hospitals, Mumbai, Maharashtra, India
| | - Huzefa Bhopalwala
- Department of Internal Medicine, Appalachian Regional Healthcare, Whitesburg, Kentucky
| | - Abdul Khan Minhas
- Department of Internal Medicine, Forrest General Hospital, Hattiesburg, Mississippi
| | - Suresh Keshavamurthy
- Department of Surgery, University of Kentucky College of Medicine, Lexington, Kentucky
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3
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Inyushin M, Zayas-Santiago A, Rojas L, Kucheryavykh L. On the Role of Platelet-Generated Amyloid Beta Peptides in Certain Amyloidosis Health Complications. Front Immunol 2020; 11:571083. [PMID: 33123145 PMCID: PMC7567018 DOI: 10.3389/fimmu.2020.571083] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Accepted: 09/15/2020] [Indexed: 12/15/2022] Open
Abstract
As do many other immunity-related blood cells, platelets release antimicrobial peptides that kill bacteria, fungi, and even certain viruses. Here we review the literature suggesting that there is a similarity between the antimicrobials released by other blood cells and the amyloid-related Aβ peptide released by platelets. Analyzing the literature, we also propose that platelet-generated Aβ amyloidosis may be more common than currently recognized. This systemic Aβ from a platelet source may participate in various forms of amyloidosis in pathologies ranging from brain cancer, glaucoma, skin Aβ accumulation, and preeclampsia to Alzheimer’s disease and late-stage Parkinson’s disease. We also discuss the advantages and disadvantages of specific animal models for studying platelet-related Aβ. This field is undergoing rapid change, as it evaluates competing ideas in the light of new experimental observations. We summarized both in order to clarify the role of platelet-generated Aβ peptides in amyloidosis-related health disorders, which may be helpful to researchers interested in this growing area of investigation.
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Affiliation(s)
- Mikhail Inyushin
- Department of Physiology, Universidad Central del Caribe, Bayamon, Puerto Rico
| | - Astrid Zayas-Santiago
- Department of Pathology & Laboratory Medicine, Universidad Central del Caribe, Bayamon, Puerto Rico
| | - Legier Rojas
- Department of Physiology, Universidad Central del Caribe, Bayamon, Puerto Rico
| | - Lilia Kucheryavykh
- Department of Biochemistry, Universidad Central del Caribe, Bayamon, Puerto Rico
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4
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Cappellari M, Forlivesi S, Zucchella C, Valbusa V, Sajeva G, Musso AM, Micheletti N, Tomelleri G, Bovi T, Bonetti B, Bovi P. Factors influencing cognitive performance after 1-year treatment with direct oral anticoagulant in patients with atrial fibrillation and previous ischemic stroke: a pilot study. J Thromb Thrombolysis 2020; 51:767-778. [PMID: 32728909 DOI: 10.1007/s11239-020-02233-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Anticoagulant treatment as stroke prevention, particularly direct oral anticoagulant (DOAC), may reduce the risk of dementia in patients with atrial fibrillation (AF). We aimed to assess factors influencing cognitive performance after 1-year treatment with DOAC in patients with AF and previous ischemic stroke. We recruited 33 ischemic stroke patients who were discharged from Verona Stroke Unit with diagnosis of AF and prescription of treatment with DOAC. For each cognitive test, we estimated the effect of T0 (first session) variables on T1 (1-year session) cognitive performance using ordinal logistic regression fitted to a 1 point-shift from 4 to 0 on ESs. The effect of T0 clinical variables was presented as odds ratio (OR) with 95% confidence interval (CI) after adjustment for T0 total score of the corresponding cognitive test. Sustained AF (OR: 4.259, 95% CI 1.071-16.942) and ischemic heart disease (OR: 6.654, 95% CI 1.329-33.300) showed a significant effect on T1 MoCA Test; congestive heart failure on T1 RAVLT Immediate recall (OR: 9.128, 95% CI 1.055-78.995), T1 RAVLT Delayed recall (OR: 7.134, 95% CI 1.214-52.760), and T1 Trail Making Test (Part A) (OR: 16.989, 95% CI 1.765-163.565); sustained AF (OR: 5.055, 95% CI 1.224-20.878) and hyperlipidemia (OR: 4.764, 95% CI 1.175-19.310) on T1 Digit span forward Test; ischemic heart disease (aOR: 8.460, 95% CI 1.364-52.471) on T1 Stroop Color and Word Test (time); Dabigatran use (aOR: 0.084, 95% CI 0.013-0.544) on FAB; age ≥ 75 years (aOR: 0.058, 95% CI 0.006-0.563) and hyperlipidemia (aOR: 5.809, 95% CI 1.059-31.870) on T1 Phonemic word fluency Test; female sex (aOR: 6.105, 95% CI 1.146-32.519), hyperlipidemia (aOR: 21.099, 95% CI 2.773-160.564), total Modified Fazekas Scale score > 1 (aOR: 78.530, 95% CI 3.131-1969.512) on Semantic word fluency Test. Sustained AF, ischemic heart disease, congestive heart failure, hyperlipidemia, and female sex were the factors influencing cognitive performance after 1-year treatment with DOAC in patients with AF and previous ischemic stroke. Modified Fazekas Scale score in the first session was the only radiological variable that had a significant effect on cognitive performance.
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Affiliation(s)
- Manuel Cappellari
- Neurology and Stroke Unit, Azienda Ospedaliera Universitaria Integrata, Verona, Italy.
| | - Stefano Forlivesi
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Neurology and Stroke Unit, Maggiore Hospital, Bologna, Italy
| | - Chiara Zucchella
- Neurology and Stroke Unit, Azienda Ospedaliera Universitaria Integrata, Verona, Italy
| | - Valeria Valbusa
- Neurology and Stroke Unit, Azienda Ospedaliera Universitaria Integrata, Verona, Italy
| | - Giulia Sajeva
- Neurology and Stroke Unit, Azienda Ospedaliera Universitaria Integrata, Verona, Italy
| | - Anna Maria Musso
- Neurology and Stroke Unit, Azienda Ospedaliera Universitaria Integrata, Verona, Italy
| | - Nicola Micheletti
- Neurology and Stroke Unit, Azienda Ospedaliera Universitaria Integrata, Verona, Italy
| | - Giampaolo Tomelleri
- Neurology and Stroke Unit, Azienda Ospedaliera Universitaria Integrata, Verona, Italy
| | - Tommaso Bovi
- Neurology and Stroke Unit, Azienda Ospedaliera Universitaria Integrata, Verona, Italy
| | - Bruno Bonetti
- Neurology and Stroke Unit, Azienda Ospedaliera Universitaria Integrata, Verona, Italy
| | - Paolo Bovi
- Neurology and Stroke Unit, Azienda Ospedaliera Universitaria Integrata, Verona, Italy
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Rosa G, Giannotti C, Martella L, Massa F, Serafini G, Pardini M, Nobili FM, Monacelli F. Brain Aging, Cardiovascular Diseases, Mixed Dementia, and Frailty in the Oldest Old: From Brain Phenotype to Clinical Expression. J Alzheimers Dis 2020; 75:1083-1103. [DOI: 10.3233/jad-191075] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Gianmarco Rosa
- Department of Internal Medicine and Medical Specialties, DIMI, Section of Cardiovascular Diseases, University of Genoa, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Chiara Giannotti
- Department of Internal Medicine and Medical Specialties, DIMI, Section of Geriatrics, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Lucia Martella
- Department of Internal Medicine and Medical Specialties, DIMI, Section of Geriatrics, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Federico Massa
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health DINOGMI, Section of Psychiatry, University of Genoa, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Gianluca Serafini
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health DINOGMI, Section of Psychiatry, University of Genoa, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Matteo Pardini
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health DINOGMI, Section of Psychiatry, University of Genoa, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Flavio Mariano Nobili
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health DINOGMI, Section of Psychiatry, University of Genoa, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Fiammetta Monacelli
- Department of Internal Medicine and Medical Specialties, DIMI, Section of Geriatrics, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
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de la Torre JC. Hemodynamic Instability in Heart Failure Intensifies Age-Dependent Cognitive Decline. J Alzheimers Dis 2020; 76:63-84. [PMID: 32444552 DOI: 10.3233/jad-200296] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
This review attempts to examine two key elements in the evolution of cognitive impairment in the elderly who develop heart failure. First, major left side heart parts can structurally and functionally deteriorate from aging wear and tear to provoke hemodynamic instability where heart failure worsens or is initiated; second, heart failure is a major inducer of cognitive impairment and Alzheimer's disease in the elderly. In heart failure, when the left ventricular myocardium of an elderly person does not properly contract, it cannot pump out adequate blood to the brain, raising the risk of cognitive impairment due to the intensification of chronic brain hypoperfusion. Chronic brain hypoperfusion originates from chronically reduced cardiac output which progresses as heart failure worsens. Other left ventricular heart parts, including atrium, valves, myocardium, and aorta can contribute to the physiological shortfall of cardiac output. It follows that hemodynamic instability and perfusion changes occurring from the aging heart's blood pumping deficiency will, in time, damage vulnerable brain cells linked to specific cognitive regulatory sites, diminishing neuronal energy metabolism to a level where progressive cognitive impairment is the outcome. Could cognitive impairment progress be reversed with a heart transplant? Evidence is presented detailing the errant hemodynamic pathways leading to cognitive impairment during aging as an offshoot of inefficient structural and functional heart parts and their contribution to heart failure.
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Affiliation(s)
- Jack C de la Torre
- Department of Psychology, University of Texas at Austin, Austin, TX, USA.,University of Valencia, Valencia, Spain
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7
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Alzheimer's Disease and Cardiovascular Disease: A Particular Association. Cardiol Res Pract 2020; 2020:2617970. [PMID: 32454996 PMCID: PMC7222603 DOI: 10.1155/2020/2617970] [Citation(s) in RCA: 93] [Impact Index Per Article: 18.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2019] [Revised: 01/08/2020] [Accepted: 04/06/2020] [Indexed: 12/27/2022] Open
Abstract
Methods This review is based on the material obtained via MEDLINE (PubMed), EMBASE, and Clinical Trials databases, from January 1980 until May 2019. The search term used was "Alzheimer's disease," combined with "cardiovascular disease," "hypertension," "dyslipidaemia," "diabetes mellitus," "atrial fibrillation," "coronary artery disease," "heart valve disease," and "heart failure." Out of the 1,328 papers initially retrieved, 431 duplicates and 216 records in languages other than English were removed. Among the 681 remaining studies, 98 were included in our research material on the basis of the following inclusion criteria: (a) the community-based studies; (b) using standardized diagnostic criteria; (c) reporting raw prevalence data; (d) with separate reported data for sex and age classes. Results While AD and CVD alone may be considered deleterious to health, the study of their combination constitutes a clinical challenge. Further research will help to clarify the real impact of vascular factors on these diseases. It may be hypothesized that there are various mechanisms underlying the association between AD and CVD, the main ones being hypoperfusion and emboli, atherosclerosis, and the fact that, in both the heart and brain of AD patients, amyloid deposits may be present, thus causing damage to these organs. Conclusions AD and CVD are frequently associated. Further studies are needed in order to understand the effect of CVD and its risk factors on AD in order to better comprehend the effects of subclinical and clinical CVD on the brain. Finally, we need to clarify the impact of the underlying hypothesized mechanisms of this association and to investigate gender issues.
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8
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Niizeki T, Iwayama T, Ikeno E, Watanabe M. Prognostic Importance of Hippocampal Atrophy in Patients With Chronic Heart Failure. Am J Cardiol 2019; 123:1109-1113. [PMID: 30678833 DOI: 10.1016/j.amjcard.2018.12.035] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2018] [Revised: 12/20/2018] [Accepted: 12/26/2018] [Indexed: 11/28/2022]
Abstract
Mild cognitive impairment (MCI) impedes a patient's decision-making ability to support self-care and is associated with increased mortality in patients with chronic heart failure (CHF). Thus, screening for MCI is very important. The assessment of hippocampal atrophy using magnetic resonance imaging can effectively diagnose early MCI. The purpose of this study was to assess the prevalence and prognostic significance of hippocampal atrophy using magnetic resonance imaging in patient with CHF. Of the 491 patients with CHF included in the study, 170 demonstrated hippocampal atrophy. Patients with hippocampal atrophy were older, and showed a higher rate of renal dysfunction and cardiac events than patients without hippocampal atrophy. A total of 180 cardiac events occurred during the follow-up period. A Cox proportional hazards regression model and Kaplan-Meier analysis showed that hippocampal atrophy was significantly associated with cardiac events. In conclusion, hippocampal atrophy is a significant and independent predictor of poor prognosis in patients with CHF and can aid risk stratification of these patients.
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Affiliation(s)
- Takeshi Niizeki
- Department of Cardiology, Okitama Public General Hospital, Yamagata, Japan.
| | - Tadateru Iwayama
- Department of Cardiology, Okitama Public General Hospital, Yamagata, Japan
| | - Eiichiro Ikeno
- Department of Cardiology, Okitama Public General Hospital, Yamagata, Japan
| | - Masafumi Watanabe
- First Department of Internal Medicine, Yamagata University School of Medicine, Yamagata, Japan
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Colín-Castelán D, Zaina S. Associations between atherosclerosis and neurological diseases, beyond ischemia-induced cerebral damage. Rev Endocr Metab Disord 2019; 20:15-25. [PMID: 30891682 DOI: 10.1007/s11154-019-09486-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Neurodegeneration is traditionally viewed as a consequence of peptide accumulation in the brain, stroke and/or cerebral ischemia. Nonetheless, a number of scattered observations suggest that neurological disease and atherosclerosis may be linked by more complex mechanisms. Understanding the intricate link between atherosclerosis and neurological conditions may have a significant impact on the quality of life of the growing ageing population and of high cardiovascular risk groups in general. Epidemiological data support the notion that neurological dysfunction and atherosclerosis coexist long before any evident clinical complications of cardiovascular disease appear and may be causally linked. Baffling, often overlooked, molecular data suggest that nervous tissue-specific gene expression is relaxed specifically in the atheromatous vascular wall, and/or that a systemic dysregulation of genes involved in nervous system biology dictates a concomitant progression of neurological disease and atherosclerosis. Further epidemiological and experimental work is needed to clarify the details and clinical relevance of those complex links.
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Affiliation(s)
- Dannia Colín-Castelán
- Department of Medical Sciences, Division of Health Sciences, Campus León, University of Guanajuato, León, Guanajuato, Mexico.
| | - Silvio Zaina
- Department of Medical Sciences, Division of Health Sciences, Campus León, University of Guanajuato, León, Guanajuato, Mexico
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10
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Pistollato F, Iglesias RC, Ruiz R, Aparicio S, Crespo J, Lopez LD, Manna PP, Giampieri F, Battino M. Nutritional patterns associated with the maintenance of neurocognitive functions and the risk of dementia and Alzheimer’s disease: A focus on human studies. Pharmacol Res 2018; 131:32-43. [DOI: 10.1016/j.phrs.2018.03.012] [Citation(s) in RCA: 113] [Impact Index Per Article: 16.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2017] [Revised: 03/15/2018] [Accepted: 03/15/2018] [Indexed: 11/25/2022]
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11
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Kaushik V, Smith ST, Mikobi E, Raji MA. Acetylcholinesterase Inhibitors: Beneficial Effects on Comorbidities in Patients With Alzheimer's Disease. Am J Alzheimers Dis Other Demen 2018; 33:73-85. [PMID: 28974110 PMCID: PMC10852526 DOI: 10.1177/1533317517734352] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Elderly patients with Alzheimer's disease (AD) and other dementias are at high risk of polypharmacy and excessive polypharmacy for common coexisting medical conditions. Polypharmacy increases the risk of drug-drug and drug-disease interactions in these patients who may not be able to communicate early symptoms of adverse drug events. Three acetylcholinesterase inhibitors (ACHEIs) have been approved for AD: donepezil (Aricept), rivastigmine (Exelon), and galantamine (Razadyne). They are also used off-label for other causes of dementia such as Lewy body and vascular dementia. We here report evidence from the literature that ACHEI treatment, prescribed for cognitive impairment, can reduce the load of medications in patients with AD by also addressing cardiovascular, gastrointestinal, and other comorbidities. Using one drug to address multiple symptoms can reduce costs and improve medication compliance.
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Affiliation(s)
- Vinod Kaushik
- Department of Internal Medicine, The University of Texas Medical Branch, Galveston, TX, USA
- Sealy Center on Aging, The University of Texas Medical Branch, Galveston, TX, USA
| | - Sarah Toombs Smith
- Department of Internal Medicine, The University of Texas Medical Branch, Galveston, TX, USA
- Sealy Center on Aging, The University of Texas Medical Branch, Galveston, TX, USA
| | - Emmanuel Mikobi
- Sealy Center on Aging, The University of Texas Medical Branch, Galveston, TX, USA
- School of Medicine, The University of Texas Medical Branch, Galveston, TX, USA
| | - Mukaila A. Raji
- Department of Internal Medicine, The University of Texas Medical Branch, Galveston, TX, USA
- Sealy Center on Aging, The University of Texas Medical Branch, Galveston, TX, USA
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12
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Mecocci P, Boccardi V, Cecchetti R, Bastiani P, Scamosci M, Ruggiero C, Baroni M. A Long Journey into Aging, Brain Aging, and Alzheimer's Disease Following the Oxidative Stress Tracks. J Alzheimers Dis 2018; 62:1319-1335. [PMID: 29562533 PMCID: PMC5870006 DOI: 10.3233/jad-170732] [Citation(s) in RCA: 179] [Impact Index Per Article: 25.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/28/2017] [Indexed: 12/13/2022]
Abstract
The Editors of the Journal of Alzheimer's Disease invited Professor Patrizia Mecocci to contribute a review article focused on the importance and implications of her research on aging, brain aging, and senile dementias over the last years. This invitation was based on an assessment that she was one of the journal's top authors and a strong supporter of the concept that oxidative stress is a major contributor to several alterations observed in age-related conditions (sarcopenia, osteoporosis) and, more significantly, in brain aging suggesting a pivotal role in the pathogenesis and progression of one of the most dramatic age-related diseases, Alzheimer's disease (AD). Her first pioneering research was on the discovery of high level of 8-hydroxy-2'-deoxyguanosine (OH8dG), a marker of oxidation in nucleic acids, in mitochondrial DNA isolated from cerebral cortex. This molecule increases progressively with aging and more in AD brain, supporting the hypothesis that oxidative stress, a condition of unbalance between the production of reactive oxygen species and antioxidants, gives a strong contribution to the high incidence of AD in old age subjects. OH8dG also increases in peripheral lymphocyte from AD subjects, suggesting that AD is not only a cerebral but also a systemic disease. The role of antioxidants, particularly vitamin E and zinc, were also studied in longevity and in cognitive decline and dementia. This review shows the main findings from Mecocci's laboratory related to oxidative stress in aging, brain aging, and AD and discusses the importance and implications of some of the major achievements in this field of research.
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Affiliation(s)
- Patrizia Mecocci
- Department of Medicine, Institute of Gerontology and Geriatrics, University of Perugia, Perugia, Italy
| | - Virginia Boccardi
- Department of Medicine, Institute of Gerontology and Geriatrics, University of Perugia, Perugia, Italy
| | - Roberta Cecchetti
- Department of Medicine, Institute of Gerontology and Geriatrics, University of Perugia, Perugia, Italy
| | - Patrizia Bastiani
- Department of Medicine, Institute of Gerontology and Geriatrics, University of Perugia, Perugia, Italy
| | - Michela Scamosci
- Department of Medicine, Institute of Gerontology and Geriatrics, University of Perugia, Perugia, Italy
| | - Carmelinda Ruggiero
- Department of Medicine, Institute of Gerontology and Geriatrics, University of Perugia, Perugia, Italy
| | - Marta Baroni
- Department of Medicine, Institute of Gerontology and Geriatrics, University of Perugia, Perugia, Italy
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13
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Frith E, Loprinzi PD. Fitness Fatness Index and Alzheimer-specific mortality. Eur J Intern Med 2017; 42:51-53. [PMID: 28442284 DOI: 10.1016/j.ejim.2017.04.015] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2017] [Revised: 04/16/2017] [Accepted: 04/19/2017] [Indexed: 10/19/2022]
Abstract
OBJECTIVE We evaluated the specific association between a Fitness Fat Index (FFI) and Alzheimer's-specific mortality among a national sample of the broader U.S. adult population. METHODS FFI was calculated as cardiorespiratory fitness (CRF) divided by waist-to-height ratio (WHR). Data from the 1999-2006 National Health and Nutrition Examination Survey (NHANES) were used to identify 16,146 participants, ages 20-85. Data from participants in these cycles were linked to death certificate data from the National Death Index. Person-months of follow-up were calculated from the date of the interview until date of death or censoring on December 31, 2011, whichever came first. RESULTS In a Cox proportional hazard model, for every 1 FFI unit increase, participants had a 14% reduced hazard of Alzheimer-specific death (HR=0.86; 95% CI: 0.83-0.90; P<0.001). When including diabetes and hypertension (via physician-diagnosis) as covariates, results were unchanged (HR=0.87; 95% CI: 0.82-0.91; P<0.001). Results were also unchanged when restricting the sample to those 50+years (HR=0.92; 95% CI: 0.88-0.97; P=0.005) or stratifying by men (HR=0.85; 95% CI: 0.81-0.91; P<0.001) or women (HR=0.86; 95% CI: 0.79-0.94; P=0.002). CONCLUSION In this national sample of individuals at risk for Alzheimer's disease, increased FFI was associated with reduced risk of Alzheimer's-specific death. Thus, a more favorable fitness-to-fatness ratio is associated with reduced risk of Alzheimer's-specific mortality, underscoring the importance of fitness promoting and fatness reducing strategies.
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Affiliation(s)
- Emily Frith
- Physical Activity Epidemiology Laboratory, Department of Health, Exercise Science and Recreation Management, University of Mississippi, MS 38677, United States; Exercise Psychology Laboratory, Department of Health, Exercise Science and Recreation Management, University of Mississippi, MS 38677, United States
| | - Paul D Loprinzi
- Physical Activity Epidemiology Laboratory, Department of Health, Exercise Science and Recreation Management, University of Mississippi, MS 38677, United States; Exercise Psychology Laboratory, Department of Health, Exercise Science and Recreation Management, University of Mississippi, MS 38677, United States; Jackson Heart Study Vanguard Center of Oxford, Department of Health, Exercise Science and Recreation Management, University of Mississippi, MS 38677, United States.
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14
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Pistollato F, Sumalla Cano S, Elio I, Masias Vergara M, Giampieri F, Battino M. Associations between Sleep, Cortisol Regulation, and Diet: Possible Implications for the Risk of Alzheimer Disease. Adv Nutr 2016; 7:679-89. [PMID: 27422503 PMCID: PMC4942871 DOI: 10.3945/an.115.011775] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
Accumulation of proteinaceous amyloid β plaques and tau oligomers may occur several years before the onset of Alzheimer disease (AD). Under normal circumstances, misfolded proteins get cleared by proteasome degradation, autophagy, and the recently discovered brain glymphatic system, an astroglial-mediated interstitial fluid bulk flow. It has been shown that the activity of the glymphatic system is higher during sleep and disengaged or low during wakefulness. As a consequence, poor sleep quality, which is associated with dementia, might negatively affect glymphatic system activity, thus contributing to amyloid accumulation. The diet is another important factor to consider in the regulation of this complex network. Diets characterized by high intakes of refined sugars, salt, animal-derived proteins and fats and by low intakes of fruit and vegetables are associated with a higher risk of AD and can perturb the circadian modulation of cortisol secretion, which is associated with poor sleep quality. For this reason, diets and nutritional interventions aimed at restoring cortisol concentrations may ease sleep disorders and may facilitate brain clearance, consequentially reducing the risk of cognitive impairment and dementia. Here, we describe the associations that exist between sleep, cortisol regulation, and diet and their possible implications for the risk of cognitive impairment and AD.
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Affiliation(s)
- Francesca Pistollato
- Center for Nutrition and Health, European University of the Atlantic (UEA), Santander, Spain
| | - Sandra Sumalla Cano
- Center for Nutrition and Health, European University of the Atlantic (UEA), Santander, Spain;,International Ibero-American University (UNINI), Campeche, Mexico;,Ibero-American University Foundation (FUNIBER), Barcelona, Spain
| | - Iñaki Elio
- Center for Nutrition and Health, European University of the Atlantic (UEA), Santander, Spain;,International Ibero-American University (UNINI), Campeche, Mexico;,Ibero-American University Foundation (FUNIBER), Barcelona, Spain
| | - Manuel Masias Vergara
- Center for Nutrition and Health, European University of the Atlantic (UEA), Santander, Spain;,International Ibero-American University (UNINI), Puerto Rico; and
| | - Francesca Giampieri
- Center for Nutrition and Health, European University of the Atlantic (UEA), Santander, Spain; Department of Specialized Clinical Sciences and Dentistry, Marche Polytechnic University, Ancona, Italy
| | - Maurizio Battino
- Center for Nutrition and Health, European University of the Atlantic (UEA), Santander, Spain; Department of Specialized Clinical Sciences and Dentistry, Marche Polytechnic University, Ancona, Italy
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15
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Effects of age and cardiovascular disease on selective attention. Cardiovasc Psychiatry Neurol 2013; 2013:185385. [PMID: 24455198 PMCID: PMC3886577 DOI: 10.1155/2013/185385] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2013] [Accepted: 11/14/2013] [Indexed: 11/17/2022] Open
Abstract
In order to study the effect of normal aging and cardiovascular disease on selective attention, a letter-identification task was proposed to younger and older healthy adults as well as patients with a recent myocardial infarction or a recent coronary artery bypass grafting. Participants had to detect either a big stimulus or a small one surrounded by flanking letters. The stimuli were displayed horizontally, either in the left (LVF) or in the right visual field (RVF). The interaction between the type of stimulus and the hemifield of presentation reached significance in all groups except in patients who underwent a coronary artery bypass. Only young normal adults showed the expected significant RVF advantage when detecting big stimuli and an LVF advantage when detecting small stimuli surrounded by flankers. In older control adults and in patients with myocardial infarction, the RVF advantage for the condition with selective attention vanished. In patients who underwent a coronary artery bypass, reaction times were increased and no hemispheric specialization for selective attention emerged. The results are discussed with regard to the hypothesis of a Hemispheric Asymmetry Reduction in Older Adults (HAROLD model) and to the presence of cognitive dysfunction consecutive to cardiovascular disease.
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16
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Increases in the risk of cognitive impairment and alterations of cerebral β-amyloid metabolism in mouse model of heart failure. PLoS One 2013; 8:e63829. [PMID: 23737953 PMCID: PMC3667825 DOI: 10.1371/journal.pone.0063829] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2012] [Accepted: 04/07/2013] [Indexed: 11/19/2022] Open
Abstract
Epidemiological and clinico-pathological studies indicate a causal relationship between heart disease and Alzheimer’s disease (AD). To learn whether heart disease causes an onset of AD, mice with myocardial infarction (MI) and congestive heart failure (HF) were used to test neuropsychiatric and cognitive behaviors as well as for measurements of AD related protein markers. To this end, adult mice were subjected to ligation of left anterior descending artery (LAD) and about two weeks later high-frequency echocardiography was performed to exam the resulting cardiac structure and function. Three months after successful induction of chronic heart failure (CHF) these mice showed an impairment of learning in the Morris Water Maze task. In addition, the expression of selected molecules, which are involved in β-amyloid metabolism, apoptosis and inflammation on the level of gene transcription and translation, was altered in CHF mice. Our findings provide a plausible explanation that CHF increases the risk of cognitive impairments and alters cerebral β-amyloid metabolism. In addition, our data indicate that the cerebral compensatory mechanisms in response to CHF are brain area and gender specific.
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17
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Kröger E, Berkers M, Carmichael PH, Souverein P, van Marum R, Egberts T. Use of rivastigmine or galantamine and risk of adverse cardiac events: a database study from the Netherlands. ACTA ACUST UNITED AC 2013; 10:373-80. [PMID: 23217530 DOI: 10.1016/j.amjopharm.2012.11.002] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2012] [Revised: 10/29/2012] [Accepted: 11/06/2012] [Indexed: 10/27/2022]
Abstract
BACKGROUND Two cholinesterase inhibitors (ChEIs), rivastigmine and galantamine, are used to treat Alzheimer disease in the Netherlands. Several adverse cardiac events have been reported for these medications. OBJECTIVE We aimed to assess if the use of ChEIs increased the risk of cardiac events in the Netherlands. METHODS A cohort crossover study of the PHARMO Record Linking System database included patients who initiated ChEIs at age 50 years or older, had at least 1 dispensing of a ChEI drug between 1998 and 2008, a 1-year history in PHARMO, and 1 subsequent dispensing of any medication. Two outcomes were assessed: a first hospitalization for syncope or atrioventricular block. Poisson and Cox regression were used to calculate incidence densities and hazard ratios for cardiac events during periods with ChEI use, compared with periods without ChEI use. RESULTS During the complete observation period of 8.9 years (interquartile range 6.7 to 10.2) there were 132 first hospitalizations for atrioventricular block and 17 first hospitalizations for syncope among 3358 patients. The adjusted incidence densities were significantly increased during ChEI exposure for syncope and atrioventricular block, when compared with the background incidence densities in the roughly 5 years before the last year before ChEI initiation. However, when exposed periods were compared with the unexposed periods 1 year before ChEI initiation and times after exposure, the adjusted hazard ratios remained increased for syncope and atrioventricular block, but increases were not significant anymore. CONCLUSIONS Exposure to ChEIs might increase the risk of adverse cardiac events, but small numbers of cases limit conclusions about the risk in this population and research on larger study samples is needed.
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Affiliation(s)
- Edeltraut Kröger
- Centre d'excellence sur le vieillissement de Québec, Centre de recherche FRQ-S du CHU universitaire de Québec, Québec, Canada.
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18
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Abstract
As life expectancy lengthens, dementia is becoming a significant human condition in terms of its prevalence and cost to society worldwide. It is important in that context to understand the preventable and treatable causes of dementia. This article exposes the link between dementia and heart disease in all its forms, including coronary artery disease, myocardial infarction, atrial fibrillation, valvular disease, and heart failure. This article also explores the cardiovascular risk factors and emphasizes that several of them are preventable and treatable. In addition to medical therapies, the lifestyle changes that may be useful in retarding the onset of dementia are also summarized.
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Affiliation(s)
- B Ng Justin
- Departments of Neuroscience and Psychology, McGill University, Montreal, QC, Canada
| | - Michele Turek
- Division of Cardiology, The Ottawa Hospital, Ottawa, ON, Canada
- Department of Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Antoine M Hakim
- Division of Neurology, The Ottawa Hospital, Ottawa, ON, Canada
- Brain and Mind Research Institute, University of Ottawa, Ottawa, ON, Canada
- Ottawa Hospital Research Institute, The Ottawa Hospital, Ottawa, ON, Canada
- Canadian Stroke Network, Ottawa, ON, Canada
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19
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8th Annual Conference of the European Nutraceutical Association (ENA). ANNALS OF NUTRITION AND METABOLISM 2012. [DOI: 10.1159/000343769] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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20
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Mishra M, Huang J, Lee YY, Chua DSK, Lin X, Hu JM, Heese K. Gastrodia elata modulates amyloid precursor protein cleavage and cognitive functions in mice. Biosci Trends 2011; 5:129-38. [DOI: 10.5582/bst.2011.v5.3.129] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Manisha Mishra
- Department of Molecular and Cell Biology, School of Biological Sciences, College of Science, Nanyang Technological University
- Institute of Advanced Studies, Nanyang Technological University
| | - Junjie Huang
- Institute of Advanced Studies, Nanyang Technological University
| | - Yin Yeng Lee
- Institute of Advanced Studies, Nanyang Technological University
| | | | - Xiaoyan Lin
- Institute of Advanced Studies, Nanyang Technological University
| | - Jiang-Miao Hu
- Kunming Institute of Botany, Chinese Academy of Science
| | - Klaus Heese
- Department of Molecular and Cell Biology, School of Biological Sciences, College of Science, Nanyang Technological University
- Institute of Advanced Studies, Nanyang Technological University
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21
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Abstract
Heart failure has served as a clinically useful model for understanding how cardiac dysfunction is associated with neuroanatomic and neuropsychological changes in aging adults, theoretically because systemic hypoperfusion disrupts cerebral perfusion, contributing to clinical brain injury. This review summarizes more recent data suggesting that subtle cardiac dysfunction or low normal levels of cardiac function, as quantified by cardiac output, are related to cognitive and neuroimaging markers of abnormal brain aging in the absence of heart failure or severe cardiomyopathy. Additional work is required, but such associations suggest that reduced cardiac output may be a risk factor for Alzheimer's disease (AD) and abnormal brain aging through the propagation or exacerbation of neurovascular processes, microembolism due to thrombosis, and AD neuropathological processes. Such mechanistic pathways are discussed in the context of a theoretical model that posits a direct pathway of injury between cardiac output and abnormal brain aging (i.e., reduced systemic blood flow disrupts cerebral blood flow homeostasis), contributing to clinical brain injury, independent of shared risk factors for both cardiac dysfunction and abnormal brain aging.
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Affiliation(s)
- Angela L Jefferson
- Department of Neurology, Alzheimer's Disease Center, Whitaker Cardiovascular Institute, Boston University School of Medicine, Boston, MA 02118, USA.
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22
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Kumari U, Heese K. Cardiovascular dementia - a different perspective. Open Biochem J 2010; 4:29-52. [PMID: 20448820 PMCID: PMC2864432 DOI: 10.2174/1874091x01004010029] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2009] [Revised: 01/12/2010] [Accepted: 01/22/2010] [Indexed: 02/08/2023] Open
Abstract
The number of dementia patients has been growing in recent years and dementia represents a significant threat to aging people all over the world. Recent research has shown that the number of people affected by Alzheimer's disease (AD) and dementia is growing at an epidemic pace. The rapidly increasing financial and personal costs will affect the world's economies, health care systems, and many families. Researchers are now exploring a possible connection among AD, vascular dementia (VD), diabetes mellitus (type 2, T2DM) and cardiovascular diseases (CD). This correlation may be due to a strong association of cardiovascular risk factors with AD and VD, suggesting that these diseases share some biologic pathways. Since heart failure is associated with an increased risk of AD and VD, keeping the heart healthy may prove to keep the brain healthy as well. The risk for dementia is especially high when diabetes mellitus is comorbid with severe systolic hypertension or heart disease. In addition, the degree of coronary artery disease (CAD) is independently associated with cardinal neuropathological lesions of AD. Thus, the contribution of T2DM and CD to AD and VD implies that cardiovascular therapies may prove useful in preventing AD and dementia.
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Affiliation(s)
- Udhaya Kumari
- Division of Cell and Molecular Biology, School of Biological Sciences, College of Science, Nanyang Technological University, 60 Nanyang Drive, Singapore 637551
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23
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Abstract
High levels of B-type natriuretic peptide (BNP), a serum marker of congestive heart failure, are associated with an increased risk for cognitive decline. However, no study has yet assessed this marker in different subtypes of dementia. We tested the hypothesis that BNP has a more significant association with vascular dementia than Alzheimer disease. Plasma BNP was measured in 15 patients with subcortical vascular dementia, in 19 Alzheimer patients without evidence of vascular comorbidity, and in age-matched controls. Compared with controls (28+/-7 ng/l), BNP was elevated in subcortical vascular dementia (63+/-17 ng/l; P=0.03), but not in Alzheimer disease (36+/-5 ng/l). In conclusion, subcortical vascular dementia is indeed associated with moderately elevated BNP levels, whereas this could not be shown for Alzheimer disease. This probably reflects the larger cardiovascular burden in patients with subcortical vascular dementia.
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Gillette Guyonnet S, Abellan Van Kan G, Andrieu S, Aquino JP, Arbus C, Becq JP, Berr C, Bismuth S, Chamontin B, Dantoine T, Dartigues JF, Dubois B, Fraysse B, Hergueta T, Hanaire H, Jeandel C, Lagleyre S, Lala F, Nourhashemi F, Ousset PJ, Portet F, Ritz P, Robert P, Rolland Y, Sanz C, Soto M, Touchon J, Vellas B. Prevention of progression to dementia in the elderly: rationale and proposal for a health-promoting memory consultation (an IANA Task Force). J Nutr Health Aging 2008; 12:520-9. [PMID: 18810298 DOI: 10.1007/bf02983204] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Alzheimer's disease (AD) is the most frequent form of dementia and according to the most recent estimation it affects nearly 27 million people in the world. The onset of the disease is generally insidious. It is becoming increasingly evident that the underlying pathophysiological mechanisms are active long before the appearance of the clinical symptoms of the disease. In the current context, it is important to develop strategies to delay the onset of cognitive decline. Delaying the onset by 5 years would reduce the prevalence by half at term, and a delay of 10 years would reduce it by three-quarters. The effectiveness of currently suggested preventive approaches remains to be confirmed, but certain strategies could be applied straight away to at-risk subjects. We propose that a health-promoting memory consultation should be set up for elderly persons who have attended a specialized memory consultation and in whom the diagnosis of dementia and of AD in particular, has not been established by standardized tools. Through this consultation, they would be offered full multidimensional investigation of all aspects of their health status, follow-up could be organized, general practitioners in private practice could be made more conscious of this population and the elderly could be made more aware of the risk factors to which they are exposed. The development of an information policy for the elderly would meet a present need. In our reflection, we must take into account the question of how to give this preventive consultation its due place in the healthcare pathway of the elderly person in order to ensure coordinated follow-up with all the other health professionals involved. The principle of the health-promoting memory consultation is undergoing validation in a large French multicentre preventive trial in 1200 frail elderly persons aged 70 years followed for three years, the Multidomain Alzheimer Preventive Trial (MAPT).
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Affiliation(s)
- S Gillette Guyonnet
- Gerontopole, Pole Geriatrie Gerontologie, Hopital La Grave-Casselardit, Toulouse
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25
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Pullicino PM, Wadley VG, McClure LA, Safford MM, Lazar RM, Klapholz M, Ahmed A, Howard VJ, Howard G. Factors contributing to global cognitive impairment in heart failure: results from a population-based cohort. J Card Fail 2008; 14:290-5. [PMID: 18474341 DOI: 10.1016/j.cardfail.2008.01.003] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2007] [Revised: 12/06/2007] [Accepted: 01/04/2008] [Indexed: 10/22/2022]
Abstract
BACKGROUND Heart failure (HF) and cognitive impairment are both common in older adults. However, the association between the two has not been well studied. METHODS AND RESULTS We explored the relationship between very probable HF, determined by self-reported symptoms, and cognitive impairment, defined as four or fewer correct on the Six-item Screener, in 14,089 participants of the Reasons for Geographic and Racial Differences in Stroke cohort. We determined the effect of adding demographic, socioeconomic status (SES), health behavior, and comorbidity covariates. In the univariate model, participants with very probable HF were 1.51 (95% confidence interval: 1.15-1.96) times more likely to have cognitive impairment than those without HF. As covariates were added to the model, the relationship between HF and cognitive impairment was attenuated and lost statistical significance after adjustment for depression. Demographic variables, Stroke Belt location (1.28 [1.11-1.48]), SES factors, prior stroke (1.43 [1.18-1.73]), and depression (1.66 [1.38-2.01]) remained significant in the multivariable model. Higher hemoglobin was associated (0.95 [0.9-1.00]) with modestly reduced odds of cognitive impairment. CONCLUSIONS The relationship between cognitive impairment and HF can be accounted for by multiple demographic and SES factors, and by comorbidities, some of which are modifiable. Persons with HF and cognitive impairment should be screened for anemia and depression.
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Affiliation(s)
- Patrick M Pullicino
- Kent Institute of Medicine and Health Sciences, University of Kent, Canterbury, Kent, United Kingdom
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