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Shapiro ALB, Bellatorre A, Dabelea D, Stafford JM, D'Agostino R, Shah AS, Urbina EM, Barrett CE, Pihoker C, Marcovina S, Liese AD, Mottl AK, Jensen ET, Wilkening G. Diabetes complications and cognitive function in young adults with youth-onset type 1 or type 2 diabetes: the SEARCH for Diabetes in Youth Study. Pediatr Diabetes 2023; 2023:4860831. [PMID: 38706530 PMCID: PMC11068325 DOI: 10.1155/2023/4860831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/07/2024] Open
Abstract
Aims/hypotheses People with type 1 (T1D) or type 2 diabetes (T2D) who also have diabetes complications can have pronounced cognitive deficits. It remains unknown, however, whether and how multiple diabetes complications co-occur with cognitive dysfunction, particularly in youth-onset diabetes. Methods Using data from the SEARCH for Diabetes in Youth study cohort, a prospective longitudinal cohort, we examined clustering of complications and their underlying clinical factors with performance on cognitive tests in young adults with youth-onset T1D or T2D. Cognition was assessed via the NIH Toolbox Cognition Battery. The main cognitive variables were age-corrected scores for composite fluid cognition and associated cognitive subdomains. Diabetes complications included retinopathy, microalbuminuria, and peripheral neuropathy (PN). Lipids, systolic blood pressure (SBP), hemoglobin A1c, and other clinical factors were included in the analyses. Clustering was applied separately to each group (T1D=646; T2D=165). A three-cluster(C) solution was identified for each diabetes type. Mean values and frequencies of all factors were compared between resulting clusters. Results The average age-corrected score for composite fluid cognition differed significantly across clusters for each group (p<0.001). People with T1D and the lowest average fluid cognition scores had the highest frequency of self-reporting at least one episode of hypoglycemia in the year preceding cognitive testing and the highest prevalence of PN. Persons with T2D and the lowest average fluid cognition scores had the highest SBP, the highest central systolic and diastolic blood pressures, and highest prevalence of PN. Conclusions/interpretations These findings highlight shared (PN) and unique factors (hypoglycemia in T1D; SBP in T2D) that could be targeted to potentially mitigate cognitive issues in young people with youth-onset diabetes.
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Affiliation(s)
- Allison L B Shapiro
- Department of Pediatrics, School of Medicine, University of Colorado Anschutz Medical Campus
- Lifecourse Epidemiology of Adiposity and Diabetes (LEAD) Center, University of Colorado Anschutz Medical Campus
| | - Anna Bellatorre
- Lifecourse Epidemiology of Adiposity and Diabetes (LEAD) Center, University of Colorado Anschutz Medical Campus
| | - Dana Dabelea
- Department of Pediatrics, School of Medicine, University of Colorado Anschutz Medical Campus
- Lifecourse Epidemiology of Adiposity and Diabetes (LEAD) Center, University of Colorado Anschutz Medical Campus
- Department of Epidemiology, Colorado School of Public Health, University of Colorado Anschutz Medical Campus
| | | | - Ralph D'Agostino
- Department of Biostatistics and Data Science, Wake Forest University
| | - Amy S Shah
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati
| | - Elaine M Urbina
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center, University of Cincinnati
| | - Catherine E Barrett
- Division of Diabetes Translation, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention
| | | | - Santica Marcovina
- Division of Metabolism, Endocrinology and Nutrition, Department of Medicine, University of Washington
| | - Angela D Liese
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina
| | - Amy K Mottl
- University of North Carolina Kidney Center, Division of Nephrology and Hypertension, Department of Medicine, University of North Carolina, Chapel Hill
| | - Elizabeth T Jensen
- Department of Epidemiology and Prevention, Public Health Sciences, Wake Forest University
| | - Greta Wilkening
- Department of Pediatrics, School of Medicine, University of Colorado Anschutz Medical Campus
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Liu W, Xu J, Song H, Zhang C, Yao Y, Zhang H, Li YC, Liu Z. Excessive Visit-to-Visit Small and Dense Low-Density Lipoproteins Elevate Cerebral Small Vessel Disease Progression Risk in the Elderly. Front Neurol 2022; 13:851735. [PMID: 35847226 PMCID: PMC9277007 DOI: 10.3389/fneur.2022.851735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Accepted: 06/01/2022] [Indexed: 11/13/2022] Open
Abstract
Objective Small and dense low-density lipoprotein (sdLDL) elevation may be among the most sensitive early biomarkers for nascent cardiovascular disease. This study, therefore, investigated the association between visit-to-visit changes in sdLDL and cerebral small vessel disease (CSVD) progression in older individuals, and the influence of Apolipoprotein E (APOE) genotype on this association. Methods Between April 2007 and July 2009, 1,143 participants ≥60 years old were recruited from the Shandong region of China, and sdLDL was measured at baseline and at each follow-up visit. White matter hyperintensities (WMHs), lacunes, microbleeds, and enlarged perivascular spaces (EPVSs) were assessed by magnetic resonance imaging. The APOE genotype was determined and participants were stratified as ε4-positive or ε4-negative. Results During an average follow-up of 86.0 months, 225 participants (19.7%) developed WMH progression, 193 (16.9%) lacune progression, 170 (14.9%) microbleed progression, and 185 (16.2%) EPVS progression. Compared with patients in the first (lowest) tertile of visit-to-visit mean sdLDL, those in the second and third tertiles demonstrated significantly greater risks of WMH progression (53.5 and 105.3% higher), lacune progression (53.3 and 60.8%), microbleed progression (47.2 and 127.6%), and EPVS progression (54.0 and 135.0%) after adjustment for confounders (all adjusted P values for trends <0.001). Compared with patients in the first tertile of visit-to-visit sdLDL SD, those in the second and third tertiles also demonstrated significantly greater risks of WMH progression (49.9% and 143.6%), lacune progression (75.3 and 178.0%), microbleed progression (12.7 and 64.7%), and EPVS progression (41.7 and 114.6%) after adjustment (all P < 0.001). There were significant and positive visit-to-visit mean sdLDL × visit-to-visit sdLDL SD, visit-to-visit mean sdLD×ε4-positive, visit-to-visit sdLDL SD×ε4-positive, and visit-to-visit mean sdLDL×visit-to-visit sdLDL SD×ε4-positive interactions influencing CSVD progression after confounder adjustment (all P < 0.05). Conclusion Large and variable visit-to-visit changes in sdLDL are independent predictors of aggressive CSVD progression, and this association is strongly influenced by APOE ε4 allele genotype.
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Affiliation(s)
- Weike Liu
- Department of Cardiology, Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China
| | - Jing Xu
- Department of Cardiology, Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China
| | - Huajing Song
- Department of Cardiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
- School of Basic Medicine, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Chunju Zhang
- Department of Cardiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
- School of Basic Medicine, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Yanli Yao
- Department of Cardiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
- School of Basic Medicine, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Hua Zhang
- Department of Cardiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
- School of Basic Medicine, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
| | - Yue-Chun Li
- Department of Cardiology, Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China
- *Correspondence: Yue-Chun Li
| | - Zhendong Liu
- Department of Cardiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
- School of Basic Medicine, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China
- Zhendong Liu
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Smith PJ, Sherwood A, Hinderliter AL, Mabe S, Tyson C, Avorgbedor F, Watkins LL, Lin PH, Kraus WE, Blumenthal JA. Cerebrovascular Function, Vascular Risk, and Lifestyle Patterns in Resistant Hypertension. J Alzheimers Dis 2022; 87:345-357. [PMID: 35275539 DOI: 10.3233/jad-215522] [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: 11/15/2022]
Abstract
BACKGROUND Impaired cerebrovascular reactivity (CVR) and blunted cerebral hemodynamic recruitment are thought to be important mechanisms linking hypertension to cerebrovascular and cognitive outcomes. Few studies have examined cardiovascular or dietary correlates of CVR among hypertensives. OBJECTIVE To delineate associations between cardiometabolic risk, diet, and cerebrovascular functioning among individuals with resistant hypertension from the TRIUMPH trial (n = 140). METHODS CVR was assessed by examining changes in tissue oxygenation (tissue oxygenation index [TOI] and oxygenated hemoglobin [HBO2]) using functional near-infrared spectroscopy (fNIRS) during a breath holding test, a standardized CVR assessment to elicit a hypercapnic response. Participants also underwent fNIRS during three cognitive challenge tasks. Vascular function was assessed by measurement of brachial artery flow mediated dilation and hyperemic flow response. Cardiometabolic fitness was assessed from peak VO2 on an exercise treadmill test and body mass index. Dietary patterns were quantified using the DASH eating score. Cognitive function was assessed using a 45-minute test battery assessing Executive Function, Processing Speed, and Memory. RESULTS Greater levels fitness (B = 0.30, p = 0.011), DASH compliance (B = 0.19, p = 0.045), and lower obesity (B = -0.30, p = 0.004), associated with greater changes in TOI, whereas greater flow-mediated dilation (B = 0.19, p = 0.031) and lower stroke risk (B = -0.19, p = 0.049) associated with greater HBO2. Similar associations were found for cerebral hemodynamic recruitment, and associations between CVR and cognition were moderated by duration of hypertension. CONCLUSION Impaired CVR elevated cardiometabolic risk, obesity, vascular function, and fitness among hypertensives.
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Affiliation(s)
- Patrick J Smith
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Andrew Sherwood
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Alan L Hinderliter
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Stephanie Mabe
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Crystal Tyson
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Forgive Avorgbedor
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Lana L Watkins
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
| | - Pao-Hwa Lin
- Department of Medicine and Duke Molecular Physiology Institute, Duke University School of Medicine, Durham, NC, USA
| | - William E Kraus
- Department of Medicine and Duke Molecular Physiology Institute, Duke University School of Medicine, Durham, NC, USA
| | - James A Blumenthal
- Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC, USA
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Lee KP, Chang AYW, Sung PS. Association between Blood Pressure, Blood Pressure Variability, and Post-Stroke Cognitive Impairment. Biomedicines 2021; 9:773. [PMID: 34356837 PMCID: PMC8301473 DOI: 10.3390/biomedicines9070773] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 06/23/2021] [Accepted: 06/29/2021] [Indexed: 12/18/2022] Open
Abstract
After stroke, dynamic changes take place from necrotic-apoptotic continuum, inflammatory response to poststroke neurogenesis, and remodeling of the network. These changes and baseline brain pathology such as small vessel disease (SVD) and amyloid burden may be associated with the occurrence of early or late poststroke cognitive impairment (PSCI) or dementia (PSD), which affect not only stroke victims but also their families and even society. We reviewed the current concepts and understanding of the pathophysiology for PSCI/PSD and identified useful tools for the diagnosis and the prediction of PSCI in serological, CSF, and image characteristics. Then, we untangled their relationships with blood pressure (BP) and blood pressure variability (BPV), important but often overlooked risk factors for PSCI/PSD. Finally, we provided evidence for the modifying effects of BP and BPV on PSCI as well as pharmacological and non-pharmacological interventions and life style modification for PSCI/PSD prevention and treatment.
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Affiliation(s)
- Kang-Po Lee
- Department of Neurology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan 704, Taiwan;
- Department of Neurology, E-DA Hospital, Kaohsiung 824, Taiwan
| | - Alice Y. W. Chang
- Department of Physiology, College of Medicine, National Cheng Kung University, Tainan 704, Taiwan;
- Institute of Basic Medical Sciences, College of Medicine, National Cheng Kung University, Tainan 704, Taiwan
| | - Pi-Shan Sung
- Department of Neurology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan 704, Taiwan;
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan 704, Taiwan
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Conrad F, Hirsiger S, Winklhofer S, Baumgartner MR, Stämpfli P, Seifritz E, Wegener S, Quednow BB. Use of levamisole-adulterated cocaine is associated with increased load of white matter lesions. J Psychiatry Neurosci 2021; 46:E281-E291. [PMID: 33844483 PMCID: PMC8061741 DOI: 10.1503/jpn.200057] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Revised: 09/17/2020] [Accepted: 09/29/2020] [Indexed: 12/03/2022] Open
Abstract
Background Cocaine use has been associated with vascular pathologies, including cerebral white matter hyperintensities. Street cocaine is most often adulterated with levamisole, an anthelminthic drug that may also be associated with vascular toxicity. However, whether levamisole exposure from cocaine consumption further accelerates the development of white matter lesions remains unknown. Methods We investigated the association of cocaine and levamisole exposure with white matter hyperintensities in 35 chronic cocaine users and 34 healthy controls. We measured cocaine and levamisole concentrations in hair samples, which reflected exposure up to 6 months previously. We assessed the number and total surface area of the white matter hyperintensities using structural MRI (FLAIR sequence). Using generalized linear models, we analyzed the contributions of cocaine and levamisole to the number and area of white matter hyperintensities, accounting for several confounding factors. Results Analysis using generalized linear models revealed that cocaine users had more white matter hyperintensities in terms of total surface area, but not in terms of number. Further generalized linear models that included cocaine and levamisole hair concentrations (instead of group) as predictors indicated that levamisole exposure was strongly associated with more and larger white matter hyperintensities, suggesting that the elevated white matter hyperintensities in cocaine users were driven mainly by levamisole exposure. Finally, white matter hyperintensities in levamisole-exposed cocaine users were located primarily in the periventricular and juxtacortical white matter. Limitations The sample size was moderate, and blood pressure was not systematically assessed. Conclusion As an adulterant of cocaine, levamisole appears to increase the risk of white matter injury.
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Affiliation(s)
- Florian Conrad
- From the Department of Neurology, University Hospital Zurich, University of Zurich, Switzerland (Conrad, Wegener); the Department of Psychiatry, Psychotherapy, and Psychosomatics, Psychiatric University Hospital, University of Zurich, Switzerland (Hirsiger, Stämpfli, Seifritz, Quednow); the Department of Neuroradiology, University Hospital Zürich, University of Zurich, Switzerland (Winklhofer); the Center of Forensic Hair Analytics, Institute of Forensic Medicine, University of Zurich, Switzerland (Baumgartner); and the Neuroscience Center Zurich, University of Zurich and Swiss Federal Institute of Technology Zurich, Switzerland (Seifritz, Wegener, Quednow)
| | - Sarah Hirsiger
- From the Department of Neurology, University Hospital Zurich, University of Zurich, Switzerland (Conrad, Wegener); the Department of Psychiatry, Psychotherapy, and Psychosomatics, Psychiatric University Hospital, University of Zurich, Switzerland (Hirsiger, Stämpfli, Seifritz, Quednow); the Department of Neuroradiology, University Hospital Zürich, University of Zurich, Switzerland (Winklhofer); the Center of Forensic Hair Analytics, Institute of Forensic Medicine, University of Zurich, Switzerland (Baumgartner); and the Neuroscience Center Zurich, University of Zurich and Swiss Federal Institute of Technology Zurich, Switzerland (Seifritz, Wegener, Quednow)
| | - Sebastian Winklhofer
- From the Department of Neurology, University Hospital Zurich, University of Zurich, Switzerland (Conrad, Wegener); the Department of Psychiatry, Psychotherapy, and Psychosomatics, Psychiatric University Hospital, University of Zurich, Switzerland (Hirsiger, Stämpfli, Seifritz, Quednow); the Department of Neuroradiology, University Hospital Zürich, University of Zurich, Switzerland (Winklhofer); the Center of Forensic Hair Analytics, Institute of Forensic Medicine, University of Zurich, Switzerland (Baumgartner); and the Neuroscience Center Zurich, University of Zurich and Swiss Federal Institute of Technology Zurich, Switzerland (Seifritz, Wegener, Quednow)
| | - Markus R Baumgartner
- From the Department of Neurology, University Hospital Zurich, University of Zurich, Switzerland (Conrad, Wegener); the Department of Psychiatry, Psychotherapy, and Psychosomatics, Psychiatric University Hospital, University of Zurich, Switzerland (Hirsiger, Stämpfli, Seifritz, Quednow); the Department of Neuroradiology, University Hospital Zürich, University of Zurich, Switzerland (Winklhofer); the Center of Forensic Hair Analytics, Institute of Forensic Medicine, University of Zurich, Switzerland (Baumgartner); and the Neuroscience Center Zurich, University of Zurich and Swiss Federal Institute of Technology Zurich, Switzerland (Seifritz, Wegener, Quednow)
| | - Philipp Stämpfli
- From the Department of Neurology, University Hospital Zurich, University of Zurich, Switzerland (Conrad, Wegener); the Department of Psychiatry, Psychotherapy, and Psychosomatics, Psychiatric University Hospital, University of Zurich, Switzerland (Hirsiger, Stämpfli, Seifritz, Quednow); the Department of Neuroradiology, University Hospital Zürich, University of Zurich, Switzerland (Winklhofer); the Center of Forensic Hair Analytics, Institute of Forensic Medicine, University of Zurich, Switzerland (Baumgartner); and the Neuroscience Center Zurich, University of Zurich and Swiss Federal Institute of Technology Zurich, Switzerland (Seifritz, Wegener, Quednow)
| | - Erich Seifritz
- From the Department of Neurology, University Hospital Zurich, University of Zurich, Switzerland (Conrad, Wegener); the Department of Psychiatry, Psychotherapy, and Psychosomatics, Psychiatric University Hospital, University of Zurich, Switzerland (Hirsiger, Stämpfli, Seifritz, Quednow); the Department of Neuroradiology, University Hospital Zürich, University of Zurich, Switzerland (Winklhofer); the Center of Forensic Hair Analytics, Institute of Forensic Medicine, University of Zurich, Switzerland (Baumgartner); and the Neuroscience Center Zurich, University of Zurich and Swiss Federal Institute of Technology Zurich, Switzerland (Seifritz, Wegener, Quednow)
| | - Susanne Wegener
- From the Department of Neurology, University Hospital Zurich, University of Zurich, Switzerland (Conrad, Wegener); the Department of Psychiatry, Psychotherapy, and Psychosomatics, Psychiatric University Hospital, University of Zurich, Switzerland (Hirsiger, Stämpfli, Seifritz, Quednow); the Department of Neuroradiology, University Hospital Zürich, University of Zurich, Switzerland (Winklhofer); the Center of Forensic Hair Analytics, Institute of Forensic Medicine, University of Zurich, Switzerland (Baumgartner); and the Neuroscience Center Zurich, University of Zurich and Swiss Federal Institute of Technology Zurich, Switzerland (Seifritz, Wegener, Quednow)
| | - Boris B Quednow
- From the Department of Neurology, University Hospital Zurich, University of Zurich, Switzerland (Conrad, Wegener); the Department of Psychiatry, Psychotherapy, and Psychosomatics, Psychiatric University Hospital, University of Zurich, Switzerland (Hirsiger, Stämpfli, Seifritz, Quednow); the Department of Neuroradiology, University Hospital Zürich, University of Zurich, Switzerland (Winklhofer); the Center of Forensic Hair Analytics, Institute of Forensic Medicine, University of Zurich, Switzerland (Baumgartner); and the Neuroscience Center Zurich, University of Zurich and Swiss Federal Institute of Technology Zurich, Switzerland (Seifritz, Wegener, Quednow)
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Tyner E, Oropeza M, Figueroa J, Peña ICD. Childhood Hypertension and Effects on Cognitive Functions: Mechanisms and Future Perspectives. CNS & NEUROLOGICAL DISORDERS-DRUG TARGETS 2020; 18:677-686. [PMID: 31749437 DOI: 10.2174/1871527318666191017155442] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Revised: 09/05/2019] [Accepted: 09/26/2019] [Indexed: 12/23/2022]
Abstract
Pediatric hypertension is currently one of the most common health concerns in children, given its effects not only on cardiovascular but also cognitive functions. There is accumulating evidence suggesting neurocognitive dysfunction in hypertensive children that could persist even into adulthood. Identifying the precise mechanism(s) underlying the association between childhood hypertension and cognitive dysfunction is crucial as it could potentially lead to the discovery of "druggable" biological targets facilitating the development of treatments. Here, we discuss some of the proposed pathophysiological mechanisms underlying childhood hypertension and cognitive deficits and suggest strategies to address some of the current challenges in the field. The various research studies involving hypertensive adults indicate that long-term hypertension may produce abnormal cerebrovascular reactivity, chronic inflammation, autonomic dysfunction, or hyperinsulinemia and hypercholesterolemia, which could lead to alterations in the brain's structure and functions, resulting in cognitive dysfunction. In light of the current literature, we propose that dysregulation of the hypothalamus-pituitaryadrenal axis, modifications in endothelial brain-derived neurotrophic factor and the gut microbiome may also modulate cognitive functions in hypertensive individuals. Moreover, the above-mentioned pathological states may further intensify the detrimental effects of hypertension on cognitive functions. Thus, treatments that target not only hypertension but also its downstream effects may prove useful in ameliorating hypertension-induced cognitive deficits. Much remains to be clarified about the mechanisms and treatments of hypertension-induced cognitive outcomes in pediatric populations. Addressing the knowledge gaps in this field entails conducting not only clinical research but also rigorous basic and translational studies.
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Affiliation(s)
- Emma Tyner
- Department of Pharmaceutical and Administrative Sciences, Loma Linda University School of Pharmacy, Loma Linda, California, 92350, United States
| | - Marie Oropeza
- Department of Pharmaceutical and Administrative Sciences, Loma Linda University School of Pharmacy, Loma Linda, California, 92350, United States
| | - Johnny Figueroa
- Center for Health Disparities and Molecular Medicine, and Physiology Division, Department of Basic Sciences, Loma Linda University School of Medicine, Loma Linda, California 92350, United States
| | - Ike C Dela Peña
- Department of Pharmaceutical and Administrative Sciences, Loma Linda University School of Pharmacy, Loma Linda, California, 92350, United States
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Zhang D, Tang Y, Ge J, Liu Y, Jin J, He M. Age and Diastolic Blood Pressure Play an Important Role in the Progression of White Matter Lesions: A Meta-Analysis. Eur Neurol 2020; 83:351-359. [PMID: 32906133 DOI: 10.1159/000510077] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Accepted: 07/10/2020] [Indexed: 11/19/2022]
Abstract
INTRODUCTION White matter lesions (WMLs) are currently considered as a cerebral microvascular disease, and hypertension is considered as its most important risk factor. This study analysis systematically evaluated the effects of systolic blood pressure (SBP) and diastolic blood pressure (DBP) on the progression of WMLs. METHODS We searched the MeSH terms: "white matter," "blood pressure," "hypertension," "Leukoencephalopathy," and "leukoaraiosis" on PubMed and Cochrane from January 2000 to August 2019. A total of 12 closely related literature were included for research. RESULTS The results of the meta-analysis showed that the increase of both SBP and DBP can promote the progression of WMLs (respectively, odds ratio [OR] = 2.90, 95% confidence interval [CI] 2.86-2.94; OR = 3.13, 95% CI 3.03-3.23). Subgroup analysis found that patients with hypertension aged younger than 70 years are at a greater risk of WML progression when their DBP increased (OR = 4.69, 95% CI 3.31-6.65). CONCLUSION The relationship between DBP and WMLs is closer than that of SBP. Also, the risk of WML progression in patients aged under 70 years was higher than that in patients aged over 70 years. Furthermore, when DBP is elevated in patients younger than 70 years of age, the risk of WML progression may be higher. Therefore, it is expected that more researchers will attach importance to the change in DBP and identify the range of blood pressure and strategies that control DBP, thus contributing to delay the progression of WMLs.
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Affiliation(s)
- Dong Zhang
- Department of Neurology, The affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, China
| | - Yi Tang
- Department of Neurology, The affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, China
| | - Jian Ge
- Department of Neurology, The affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, China
| | - Yumeng Liu
- Department of Neurology, The affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, China
| | - Jing Jin
- Department of Neurology, The affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, China
| | - Mingli He
- Department of Neurology, The affiliated Lianyungang Hospital of Xuzhou Medical University, Lianyungang, China,
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Nemy M, Cedres N, Grothe MJ, Muehlboeck JS, Lindberg O, Nedelska Z, Stepankova O, Vyslouzilova L, Eriksdotter M, Barroso J, Teipel S, Westman E, Ferreira D. Cholinergic white matter pathways make a stronger contribution to attention and memory in normal aging than cerebrovascular health and nucleus basalis of Meynert. Neuroimage 2020; 211:116607. [PMID: 32035186 DOI: 10.1016/j.neuroimage.2020.116607] [Citation(s) in RCA: 49] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2019] [Revised: 01/23/2020] [Accepted: 02/03/2020] [Indexed: 12/20/2022] Open
Abstract
The integrity of the cholinergic system plays a central role in cognitive decline both in normal aging and neurological disorders including Alzheimer's disease and vascular cognitive impairment. Most of the previous neuroimaging research has focused on the integrity of the cholinergic basal forebrain, or its sub-region the nucleus basalis of Meynert (NBM). Tractography using diffusion tensor imaging data may enable modelling of the NBM white matter projections. We investigated the contribution of NBM volume, NBM white matter projections, small vessel disease (SVD), and age to performance in attention and memory in 262 cognitively normal individuals (39-77 years of age, 53% female). We developed a multimodal MRI pipeline for NBM segmentation and diffusion-based tracking of NBM white matter projections, and computed white matter hypointensities (WM-hypo) as a marker of SVD. We successfully tracked pathways that closely resemble the spatial layout of the cholinergic system as seen in previous post-mortem and DTI tractography studies. We found that high WM-hypo load was associated with older age, male sex, and lower performance in attention and memory. A high WM-hypo load was also associated with lower integrity of the cholinergic system above and beyond the effect of age. In a multivariate model, age and integrity of NBM white matter projections were stronger contributors than WM-hypo load and NBM volume to performance in attention and memory. We conclude that the integrity of NBM white matter projections plays a fundamental role in cognitive aging. This and other modern neuroimaging methods offer new opportunities to re-evaluate the cholinergic hypothesis of cognitive aging.
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Affiliation(s)
- Milan Nemy
- Department of Cybernetics, Faculty of Electrical Engineering, Czech Technical University, Prague, Czech Republic
| | - Nira Cedres
- Division of Clinical Geriatrics, Center for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden; Faculty of Psychology, University of La Laguna, La Laguna, Tenerife, Spain
| | - Michel J Grothe
- Clinical Dementia Research Section, German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany
| | - J-Sebastian Muehlboeck
- Division of Clinical Geriatrics, Center for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
| | - Olof Lindberg
- Division of Clinical Geriatrics, Center for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
| | - Zuzana Nedelska
- Memory Clinic, Department of Neurology, Charles University, 2nd Faculty of Medicine and Motol University Hospital, Prague, Czech Republic; Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | - Olga Stepankova
- Czech Institute of Informatics, Robotics, and Cybernetics, Czech Technical University, Prague, Czech Republic
| | - Lenka Vyslouzilova
- Czech Institute of Informatics, Robotics, and Cybernetics, Czech Technical University, Prague, Czech Republic
| | - Maria Eriksdotter
- Division of Clinical Geriatrics, Center for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden; Theme Aging, Karolinska University Hospital, Stockholm, Sweden
| | - José Barroso
- Faculty of Psychology, University of La Laguna, La Laguna, Tenerife, Spain
| | - Stefan Teipel
- Clinical Dementia Research Section, German Center for Neurodegenerative Diseases (DZNE), Rostock, Germany; Department of Psychosomatic Medicine, University Medicine Rostock, Rostock, Germany
| | - Eric Westman
- Division of Clinical Geriatrics, Center for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden; Department of Neuroimaging, Centre for Neuroimaging Sciences, Institute of Psychiatry, Psychology, and Neuroscience, King's College London, London, UK
| | - Daniel Ferreira
- Division of Clinical Geriatrics, Center for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden; Faculty of Psychology, University of La Laguna, La Laguna, Tenerife, Spain.
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9
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Wang DQ, Wang L, Wei MM, Xia XS, Tian XL, Cui XH, Li X. Relationship Between Type 2 Diabetes and White Matter Hyperintensity: A Systematic Review. Front Endocrinol (Lausanne) 2020; 11:595962. [PMID: 33408693 PMCID: PMC7780232 DOI: 10.3389/fendo.2020.595962] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Accepted: 11/18/2020] [Indexed: 01/14/2023] Open
Abstract
White matter (WM) disease is recognized as an important cause of cognitive decline and dementia. White matter lesions (WMLs) appear as white matter hyperintensities (WMH) on T2-weighted magnetic resonance imaging (MRI) scans of the brain. Previous studies have shown that type 2 diabetes (T2DM) is associated with WMH. In this review, we reviewed the literature on the relationship between T2DM and WMH in PubMed and Cochrane over the past five years and explored the possible links among the presence of T2DM, the course or complications of diabetes, and WMH. We found that: (1) Both from a macro- and micro-scopic point of view, most studies support the relationship of a larger WMH and a decrease in the integrity of WMH in T2DM; (2) From the relationship between brain structural changes and cognition in T2DM, the poor performance in memory, attention, and executive function tests associated with abnormal brain structure is consistent; (3) Diabetic microangiopathy or peripheral neuropathy may be associated with WMH, suggesting that the brain may be a target organ for T2DM microangiopathy; (4) Laboratory markers such as insulin resistance and fasting insulin levels were significantly associated with WMH. High HbA1c and high glucose variability were associated with WMH but not glycemic control.
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Affiliation(s)
- Dan-Qiong Wang
- Department of General Medical, Shanxi Bethune Hospital Shanxi Academy of Medical Sciences, Taiyuan, China
- Department of Neurology, The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Lei Wang
- Department of General Medical, Shanxi Bethune Hospital Shanxi Academy of Medical Sciences, Taiyuan, China
| | - Miao-Miao Wei
- Department of Neurology, The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Xiao-Shuang Xia
- Department of Neurology, The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Xiao-Lin Tian
- Department of Neurology, The Second Hospital of Tianjin Medical University, Tianjin, China
| | - Xiao-Hong Cui
- Department of Psychiatry, Shanxi Bethune Hospital Shanxi Academy of Medical Sciences, Taiyuan, China
| | - Xin Li
- Department of Neurology, The Second Hospital of Tianjin Medical University, Tianjin, China
- *Correspondence: Xin Li,
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10
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Nieuwenhuis S, Okkersen K, Widomska J, Blom P, 't Hoen PAC, van Engelen B, Glennon JC. Insulin Signaling as a Key Moderator in Myotonic Dystrophy Type 1. Front Neurol 2019; 10:1229. [PMID: 31849810 PMCID: PMC6901991 DOI: 10.3389/fneur.2019.01229] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2019] [Accepted: 11/05/2019] [Indexed: 12/15/2022] Open
Abstract
Myotonic dystrophy type 1 (DM1) is an autosomal dominant genetic disease characterized by multi-system involvement. Affected organ system includes skeletal muscle, heart, gastro-intestinal system and the brain. In this review, we evaluate the evidence for alterations in insulin signaling and their relation to clinical DM1 features. We start by summarizing the molecular pathophysiology of DM1. Next, an overview of normal insulin signaling physiology is given, and evidence for alterations herein in DM1 is presented. Clinically, evidence for involvement of insulin signaling pathways in DM1 is based on the increased incidence of insulin resistance seen in clinical practice and recent trial evidence of beneficial effects of metformin on muscle function. Indirectly, further support may be derived from certain CNS derived symptoms characteristic of DM1, such as obsessive-compulsive behavior features, for which links with altered insulin signaling has been demonstrated in other diseases. At the basic scientific level, several pathophysiological mechanisms that operate in DM1 may compromise normal insulin signaling physiology. The evidence presented here reflects the importance of insulin signaling in relation to clinical features of DM1 and justifies further basic scientific and clinical, therapeutically oriented research.
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Affiliation(s)
- Sylvia Nieuwenhuis
- Department of Cognitive Neuroscience, Donders Institute for Brain Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, Netherlands
| | - Kees Okkersen
- Department of Neurology, Donders Institute for Brain Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, Netherlands
| | - Joanna Widomska
- Department of Cognitive Neuroscience, Donders Institute for Brain Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, Netherlands
| | - Paul Blom
- VDL Enabling Technologies Group B.V., Eindhoven, Netherlands
| | - Peter A C 't Hoen
- Centre for Molecular and Biomolecular Informatics, Radboud Institute for Molecular Life Sciences, Radboud University Medical Centre, Nijmegen, Netherlands
| | - Baziel van Engelen
- Department of Neurology, Donders Institute for Brain Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, Netherlands
| | - Jeffrey C Glennon
- Department of Cognitive Neuroscience, Donders Institute for Brain Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, Netherlands
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11
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Dadar M, Zeighami Y, Yau Y, Fereshtehnejad SM, Maranzano J, Postuma RB, Dagher A, Collins DL. White matter hyperintensities are linked to future cognitive decline in de novo Parkinson's disease patients. NEUROIMAGE-CLINICAL 2018; 20:892-900. [PMID: 30292088 PMCID: PMC6176552 DOI: 10.1016/j.nicl.2018.09.025] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/22/2018] [Revised: 08/14/2018] [Accepted: 09/25/2018] [Indexed: 11/15/2022]
Abstract
White Matter Hyperintensities (WMHs) are associated with cognitive decline in aging and Alzheimer's disease. However, the pathogenesis of cognitive decline in Parkinson's disease (PD) is not as clearly related to vascular causes, and therefore the role of WMHs as a marker of small-vessel disease (SVD) in PD is less clear. Currently, SVD in PD is assessed and treated independently of the disease. However, if WMH as the major MRI sign of SVD has a higher impact on cognitive decline in PD patients than in healthy controls, vascular pathology needs to be assessed and treated with a higher priority in this population. Here we investigate whether the presence of WMHs leads to increased cognitive decline in de novo PD, and if these effects relate to cortical atrophy. WMHs and cortical thickness were measured in de novo PD patients and age-matched controls (NPD = 365, NControl = 174) from Parkinson's Progression Markers Initiative (PPMI) to study the relationship between baseline WMHs, future cognitive decline (follow-up: 4.09 ± 1.14 years) and cortical atrophy (follow-up: 1.05 ± 0.10 years). PD subjects with high baseline WMH loads had significantly greater cognitive decline than i) PD subjects with low WMH load, and ii) control subjects with high WMH load. Furthermore, in PD subjects, high WMH load resulted in more cortical thinning in the right frontal lobe. Theses results show that the presence of WMHs in de novo PD patients predicts greater future cognitive decline and cortical atrophy than in normal aging.
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Affiliation(s)
- Mahsa Dadar
- Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada; NeuroImaging and Surgical Tools Laboratory, Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada.
| | - Yashar Zeighami
- Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada.
| | - Yvonne Yau
- Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada.
| | - Seyed-Mohammad Fereshtehnejad
- Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada; Division of Neurology, Department of Medicine, University of Ottawa and Ottawa Hospital Research Institute, Ottawa, Ontario, Canada.
| | - Josefina Maranzano
- Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada.
| | - Ronald B Postuma
- Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada.
| | - Alain Dagher
- Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada.
| | - D Louis Collins
- Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada; NeuroImaging and Surgical Tools Laboratory, Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada.
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12
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Hawkins KA, Emadi N, Pearlson GD, Taylor B, Khadka S, King D, Blank K. The effect of age and smoking on the hippocampus and memory in late middle age. Hippocampus 2018; 28:846-849. [PMID: 30070068 DOI: 10.1002/hipo.23014] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2018] [Revised: 06/24/2018] [Accepted: 07/12/2018] [Indexed: 11/07/2022]
Abstract
From middle age the hippocampus atrophies at an accelerating rate. Factors that further this acceleration may hasten memory decline and the onset of memory disorder. We studied associations between smoking history, age, ApoE e4 genotype, vascular risk factors, hippocampal volume, and cognition in 67 middle-aged subjects (mean age = 56 years) who were offspring of parents with dementia. Subjects underwent isotropic T1-weighted 3 T MRI brain scanning with FreeSurfer volumetric data extraction for the hippocampus, a neuropsychological assessment battery, extensive medical data collection, and ApoE genotyping. ApoE e4, vascular risk variables, and alcohol history were unrelated to hippocampal volume. Hippocampal volume correlated negatively with age and positively with memory performance, but not with global cognition. Aging diminished hippocampal volume by 0.52% per year. Female subjects (only two males smoked) with a heavy smoking history (≥ 9.5 pack-years; n = 11) exhibited hippocampal volumes that were 7.4% smaller than the volumes of females (n = 37) with a light or no smoking history. In our sample by late middle age, a history of moderate to heavy smoking is associated with hippocampal atrophy equivalent to 12 years of aging. Since only a small number of subjects within the sample have a smoking history, validation of this finding in larger samples is desirable.
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Affiliation(s)
- Keith A Hawkins
- Psychiatry, Yale University School of Medicine, New Haven, Connecticut.,Olin Neuropsychiatry Research Center, Institute of Living, Hartford, Connecticut
| | - Nazli Emadi
- Psychiatry, Yale University School of Medicine, New Haven, Connecticut.,Olin Neuropsychiatry Research Center, Institute of Living, Hartford, Connecticut
| | - Godfrey D Pearlson
- Psychiatry, Yale University School of Medicine, New Haven, Connecticut.,Olin Neuropsychiatry Research Center, Institute of Living, Hartford, Connecticut
| | - Beth Taylor
- Cardiology, Hartford Hospital, Hartford, Connecticut.,Department of Kinesiology, University of Connecticut, Storrs, CT
| | - Sabin Khadka
- Olin Neuropsychiatry Research Center, Institute of Living, Hartford, Connecticut
| | - Diana King
- Olin Neuropsychiatry Research Center, Institute of Living, Hartford, Connecticut.,Psychiatry, Institute of Living, Hartford, Connecticut
| | - Karen Blank
- Psychiatry, Institute of Living, Hartford, Connecticut
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13
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Hosseinzadeh S, Noroozian M, Mortaz E, Mousavizadeh K. Plasma microparticles in Alzheimer's disease: The role of vascular dysfunction. Metab Brain Dis 2018; 33:293-299. [PMID: 29209923 DOI: 10.1007/s11011-017-0149-3] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2017] [Accepted: 11/14/2017] [Indexed: 11/26/2022]
Abstract
Cerebrovascular lesions, a potent stimulus for endothelial cell activation, trigger cognitive and degenerative changes and contribute to pathology of Alzheimer's disease (AD). Circulating microparticles (MPs) are actively involved in the pathogenesis of AD and cerebrovascular diseases, which share common vascular risk factors. We examined the plasma changes of endothelial MPs (EMPs) and platelet MPs (PMPs) in AD patients with vascular risk factors. The plasma Annexin V+ CD 41a- CD144+ EMPs and Annexin V+ CD41a+ CD144- PMPs of 37 patients with AD, with or without vascular risk factors (hypertension, diabetes, dyslipidemia, stroke, coronary artery disease, and smoking), and 10 age-matched controls were quantified by flow cytometry. Pearson correlation analysis used to evaluate the linear relationship between variables. Significantly higher plasma levels of EMPs were observed in AD patients with vascular risk factors as compared to the patients without vascular risk factors [Mean Difference (MD): 2587.80, 95% confidence interval (CI) 770.30-4404.80], and control subjects (MD: 4990.60, 95% CI, 3054.40-6926.79). Significant correlations were found between circulating EMPs, total MPs, and PMPs. There were no significant correlations between plasma levels of EMPs/ PMPs, and cognitive decline indices. Circulating EMP levels are influenced by AD disease status, and plasma levels of MPs and PMPs are associated with vascular risk factors in patients with AD. EMP phenotyping, as cellular biomarkers of vascular injury/dysfunction, and their effects on cerebral perfusion, and cognitive decline should be further investigated. Graphical abstract Vascular endothelial cell activation results in release of endothelial-derived microparticles (EMPs), which contributing to vascular dysfunction and cognitive decline.
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Affiliation(s)
- Soheila Hosseinzadeh
- Neuroscience Research Center, Health Research Institute, Babol University of Medical Sciences, Babol, Iran
- Department of Physiology, School of Medicine, Babol University of Medical Sciences, Babol, Iran
| | - Maryam Noroozian
- Memory and Behavioral Neurology Division, Department of Psychiatry, Roozbeh Hospital, Tehran University of Medical Sciences, Tehran, 1333795914, Iran.
| | - Esmaeil Mortaz
- Department of Immunology, National Research Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Kazem Mousavizadeh
- Cellular and Molecular Research Center and Department of Molecular Medicine, Faculty of Advanced Technologies in Medicine, Iran University of Medical Sciences, Tehran, Iran
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14
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Dadar M, Maranzano J, Ducharme S, Carmichael OT, Decarli C, Collins DL. Validation of T1w-based segmentations of white matter hyperintensity volumes in large-scale datasets of aging. Hum Brain Mapp 2017; 39:1093-1107. [PMID: 29181872 DOI: 10.1002/hbm.23894] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2017] [Revised: 11/08/2017] [Accepted: 11/10/2017] [Indexed: 01/18/2023] Open
Abstract
INTRODUCTION Fluid-attenuated Inversion Recovery (FLAIR) and dual T2w and proton density (PD) magnetic resonance images (MRIs) are considered to be the optimum sequences for detecting white matter hyperintensities (WMHs) in aging and Alzheimer's disease populations. However, many existing large multisite studies forgo their acquisition in favor of other MRI sequences due to economic and time constraints. METHODS In this article, we have investigated whether FLAIR and T2w/PD sequences are necessary to detect WMHs in Alzheimer's and aging studies, compared to using only T1w images. Using a previously validated automated tool based on a Random Forests classifier, WMHs were segmented for the baseline visits of subjects from ADC, ADNI1, and ADNI2/GO studies with and without T2w/PD and FLAIR information. The obtained WMH loads (WMHLs) in different lobes were then correlated with manually segmented WMHLs, each other, age, cognitive, and clinical measures to assess the strength of the correlations with and without using T2w/PD and FLAIR information. RESULTS The WMHLs obtained from T1w-Only segmentations correlated with the manual WMHLs (ADNI1: r = .743, p < .001, ADNI2/GO: r = .904, p < .001), segmentations obtained from T1w + T2w + PD for ADNI1 (r = .888, p < .001) and T1w + FLAIR for ADNI2/GO (r = .969, p < .001), age (ADNI1: r = .391, p < .001, ADNI2/GO: r = .466, p < .001), and ADAS13 (ADNI1: r = .227, p < .001, ADNI2/GO: r = .190, p < 0.001), and NPI (ADNI1: r = .290, p < .001, ADNI2/GO: r = 0.144, p < .001), controlling for age. CONCLUSION Our results suggest that while T2w/PD and FLAIR provide more accurate estimates of the true WMHLs, T1w-Only segmentations can still provide estimates that hold strong correlations with the actual WMHLs, age, and performance on various cognitive/clinical scales, giving added value to datasets where T2w/PD or FLAIR are not available.
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Affiliation(s)
- Mahsa Dadar
- NeuroImaging and Surgical Tools Laboratory, Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada
| | - Josefina Maranzano
- Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada
| | - Simon Ducharme
- Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada
| | | | | | - D Louis Collins
- NeuroImaging and Surgical Tools Laboratory, Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada
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15
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Ferreira D, Machado A, Molina Y, Nieto A, Correia R, Westman E, Barroso J. Cognitive Variability during Middle-Age: Possible Association with Neurodegeneration and Cognitive Reserve. Front Aging Neurosci 2017. [PMID: 28649200 PMCID: PMC5465264 DOI: 10.3389/fnagi.2017.00188] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
Objective: Increased variability in cognition with age has been argued as an indication of pathological processes. Focusing on early detection of neurodegenerative disorders, we investigated variability in cognition in healthy middle-aged adults. In order to understand possible determinants of this variability, we also investigated associations with cognitive reserve, neuroimaging markers, subjective memory complaints, depressive symptomatology, and gender. Method: Thirty-one 50 ± 2 years old individuals were investigated as target group and deviation was studied in comparison to a reference younger group of 30 individuals 40 ± 2 years old. Comprehensive neuropsychological and structural imaging protocols were collected. Brain regional volumes and cortical thickness were calculated with FreeSurfer, white matter hyperintensities with CASCADE, and mean diffusivity with FSL. Results: Across-individuals variability showed greater dispersion in lexical access, processing speed, executive functions, and memory. Variability in global cognition correlated with, reduced cortical thickness in the right parietal-temporal-occipital association cortex, and increased mean diffusivity in the cingulum bundle and right inferior fronto-occipital fasciculus. A trend was also observed for the correlation between global cognition and hippocampal volume and female gender. All these associations were influenced by cognitive reserve. No correlations were found with subjective memory complaints, white matter hyperintensities and depressive symptomatology. Across-domains and across-tasks variability was greater in several executive components and cognitive processing speed. Conclusion: Variability in cognition during middle-age is associated with neurodegeneration in the parietal–temporal–occipital association cortex and white matter tracts connecting this to the prefrontal dorsolateral cortex and the hippocampus. Moreover, this effect is influenced by cognitive reserve. Studying variability offers valuable information showing that differences do not occur in the same magnitude and direction across individuals, cognitive domains and tasks. These findings may have important implications for early detection of subtle cognitive impairment and clinical interpretation of deviation from normality.
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Affiliation(s)
- Daniel Ferreira
- Division of Clinical Geriatrics-Center for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska InstitutetStockholm, Sweden.,Faculty of Psychology, University of La LagunaLa Laguna, Spain
| | - Alejandra Machado
- Division of Clinical Geriatrics-Center for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska InstitutetStockholm, Sweden.,Faculty of Psychology, University of La LagunaLa Laguna, Spain
| | - Yaiza Molina
- Faculty of Psychology, University of La LagunaLa Laguna, Spain.,Faculty of Health Sciences, University Fernando Pessoa CanariasLas Palmas, Spain
| | - Antonieta Nieto
- Faculty of Psychology, University of La LagunaLa Laguna, Spain
| | - Rut Correia
- Faculty of Psychology, University of La LagunaLa Laguna, Spain.,Facultad de Educación, Universidad Diego PortalesSantiago, Chile
| | - Eric Westman
- Division of Clinical Geriatrics-Center for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska InstitutetStockholm, Sweden
| | - José Barroso
- Faculty of Psychology, University of La LagunaLa Laguna, Spain
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16
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Gupta A, Mahnken JD, Johnson DK, Thomas TS, Subramaniam D, Polshak T, Gani I, John Chen G, Burns JM, Sarnak MJ. Prevalence and correlates of cognitive impairment in kidney transplant recipients. BMC Nephrol 2017; 18:158. [PMID: 28499360 PMCID: PMC5429555 DOI: 10.1186/s12882-017-0570-1] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2017] [Accepted: 05/02/2017] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND There is a high prevalence of cognitive impairment in dialysis patients. The prevalence of cognitive impairment after kidney transplantation is unknown. METHODS Study Design: Cross-sectional study. SETTING AND PARTICIPANTS Single center study of prevalent kidney transplant recipients from a transplant clinic in a large academic center. INTERVENTION Assessment of cognition using the Montreal Cognitive Assessment (MoCA). Demographic and clinical variables associated with cognitive impairment were also examined. Outcomes and Measurements: a) Prevalence of cognitive impairment defined by a MoCA score of <26. b) Multivariable linear and logistic regression to examine the association of demographic and clinical factors with cognitive impairment. RESULTS Data from 226 patients were analyzed. Mean (SD) age was 54 (13.4) years, 73% were white, 60% were male, 37% had diabetes, 58% had an education level of college or above, and the mean (SD) time since kidney transplant was 3.4 (4.1) years. The prevalence of cognitive impairment was 58.0%. Multivariable linear regression demonstrated that older age, male gender and absence of diabetes were associated with lower MoCA scores (p < 0.01 for all). Estimated glomerular filtration rate (eGFR) was not associated with level of cognition. The logistic regression analysis confirmed the association of older age with cognitive impairment. CONCLUSION Cognitive impairment is common in prevalent kidney transplant recipients, at a younger age compared to general population, and is associated with certain demographic variables, but not level of eGFR.
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Affiliation(s)
- Aditi Gupta
- Division of Nephrology, University of Kansas Medical Center, Kansas City, KS USA
- Division of Nephrology and Hypertension, Department of Medicine, University of Kansas Medical Center, 3901 Rainbow Blvd, Kansas City, KS 66160 USA
| | - Jonathan D. Mahnken
- Department of Biostatistics, University of Kansas Medical Center, Kansas City, KS USA
| | - David K. Johnson
- Department of Psychology, Alzheimer’s Disease Center, University of Kansas, Lawrence, KS USA
| | - Tashra S. Thomas
- Division of Nephrology, University of Kansas Medical Center, Kansas City, KS USA
| | - Dipti Subramaniam
- Department of Internal Medicine, University of Kansas Medical Center, Kansas City, KS USA
| | - Tyler Polshak
- Division of Nephrology, University of Kansas Medical Center, Kansas City, KS USA
| | - Imran Gani
- Division of Internal Medicine, University of Kansas Medical Center, Kansas City, KS USA
| | - G. John Chen
- Department of Internal Medicine, University of Kansas Medical Center, Kansas City, KS USA
| | - Jeffrey M. Burns
- Department of Neurology, Alzheimer’s Disease Center, University of Kansas Medical Center, Kansas City, KS USA
| | - Mark J. Sarnak
- Division of Nephrology, Tufts Medical Center, Boston, MA USA
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