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Weise CM, Chen K, Chen Y, Devadas V, Su Y, Reiman EM. Differential impact of body mass index and leptin on baseline and longitudinal positron emission tomography measurements of the cerebral metabolic rate for glucose in amnestic mild cognitive impairment. Front Aging Neurosci 2022; 14:1031189. [PMID: 36570534 PMCID: PMC9782536 DOI: 10.3389/fnagi.2022.1031189] [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: 08/29/2022] [Accepted: 10/19/2022] [Indexed: 12/14/2022] Open
Abstract
Introduction Several studies have suggested that greater adiposity in older adults is associated with a lower risk of Alzheimer's disease (AD) related cognitive decline, some investigators have postulated that this association may be due to the protective effects of the adipose tissue-derived hormone leptin. In this study we sought to demonstrate that higher body mass indices (BMIs) are associated with greater baseline FDG PET measurements of the regional cerebral metabolic rate for glucose (rCMRgl), a marker of local neuronal activity, slower rCMRgl declines in research participants with amnestic mild cognitive impairment (aMCI). We then sought to clarify the extent to which those relationships are attributable to cerebrospinal fluid (CSF) or plasma leptin concentrations. Materials and methods We used baseline PET images from 716 73 ± 8 years-old aMCI participants from the AD Neuroimaging Initiative (ADNI) of whom 453 had follow up images (≥6 months; mean follow up time 3.3 years). For the leptin analyses, we used baseline CSF samples from 81 of the participants and plasma samples from 212 of the participants. Results As predicted, higher baseline BMI was associated with greater baseline CMRgl measurements and slower declines within brain regions preferentially affected by AD. In contrast and independently of BMI, CSF, and plasma leptin concentrations were mainly related to less baseline CMRgl within mesocorticolimbic brain regions implicated in energy homeostasis. Discussion While higher BMIs are associated with greater baseline CMRgl and slower declines in persons with aMCI, these associations appear not to be primarily attributable to leptin concentrations.
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Affiliation(s)
- Christopher M. Weise
- Department of Neurology, Marti-Luther-University of Halle-Wittenberg, Halle, Germany,Department of Neurology, University of Leipzig, Leipzig, Germany,*Correspondence: Christopher M. Weise,
| | - Kewei Chen
- Banner Alzheimer’s Institute, Phoenix, AZ, United States,School of Mathematics and Statistics, Arizona State University, Tempe, AZ, United States,Department of Neurology, College of Medicine, University of Arizona, Phoenix, AZ, United States,Arizona Alzheimer’s Consortium, Phoenix, AZ, United States
| | - Yinghua Chen
- Banner Alzheimer’s Institute, Phoenix, AZ, United States
| | - Vivek Devadas
- Banner Alzheimer’s Institute, Phoenix, AZ, United States
| | - Yi Su
- Banner Alzheimer’s Institute, Phoenix, AZ, United States,Department of Neurology, College of Medicine, University of Arizona, Phoenix, AZ, United States,Arizona Alzheimer’s Consortium, Phoenix, AZ, United States,School of Computing and Augmented Intelligence, Arizona State University, Tempe, AZ, United States
| | - Eric M. Reiman
- Banner Alzheimer’s Institute, Phoenix, AZ, United States,Arizona Alzheimer’s Consortium, Phoenix, AZ, United States,Department of Psychiatry, College of Medicine, University of Arizona, Phoenix, AZ, United States,Neurogenomics Division, Translational Genomics Research Institute, Phoenix, AZ, United States,Arizona State University-Banner Health Neurodegenerative Disease Research Center, Arizona State University, Tempe, AZ, United States
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Kishino Y, Sugimoto T, Kimura A, Kuroda Y, Uchida K, Matsumoto N, Saji N, Niida S, Sakurai T. Longitudinal association between nutritional status and behavioral and psychological symptoms of dementia in older women with mild cognitive impairment and early-stage Alzheimer’s disease. Clin Nutr 2022; 41:1906-1912. [DOI: 10.1016/j.clnu.2022.06.035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Revised: 06/22/2022] [Accepted: 06/24/2022] [Indexed: 11/29/2022]
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Nihashi T, Sakurai K, Kato T, Iwata K, Kimura Y, Ikenuma H, Yamaoka A, Takeda A, Arahata Y, Washimi Y, Suzuki K, Bundo M, Sakurai T, Okamura N, Yanai K, Ito K, Nakamura A. Patterns of Distribution of 18F-THK5351 Positron Emission Tomography in Alzheimer's Disease Continuum. J Alzheimers Dis 2021; 85:223-234. [PMID: 34776443 DOI: 10.3233/jad-215024] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND Alzheimer's disease (AD) is conceptualized as a biological continuum encompassing the preclinical (clinically asymptomatic but with evidence of AD pathology) and clinical (symptomatic) phases. OBJECTIVE Using 18F-THK5351 as a tracer that binds to both tau and MAO-B, we investigated the changes in 18F-THK5351 accumulation patterns in AD continuum individuals with positive amyloid PET consisting of cognitively normal individuals (CNp), amnestic mild cognitive impairment (aMCI), and AD and cognitively normal individuals (CNn) with negative amyloid PET. METHODS We studied 69 individuals (32 CNn, 11 CNp, 9 aMCI, and 17 AD) with structural magnetic resonance imaging, 11C-Pittsburgh compound-B (PIB) and 18F-THK5351 PET, and neuropsychological assessment. 18F-THK5351 accumulation was evaluated with visual analysis, voxel-based analysis and combined region of interest (ROI)-based analysis corresponding to Braak neurofibrillary tangle stage. RESULTS On visual analysis, 18F-THK5351 accumulation was increased with stage progression in the AD continuum. On voxel-based analysis, there was no statistical difference in 18F-THK5351 accumulation between CNp and CNn. However, a slight increase of the bilateral posterior cingulate gyrus in aMCI and definite increase of the bilateral parietal temporal association area and posterior cingulate gyrus/precuneus in AD were detected compared with CNn. On ROI-based analyses, 18F-THK5351 accumulation correlated positively with supratentorial 11C-PIB accumulation and negatively with the hippocampal volume and neuropsychological assessment. CONCLUSION The AD continuum showed an increase in 18F-THK5351 with stage progression, suggesting that 18F-THK5351 has the potential to visualize the severity of tau deposition and neurodegeneration in accordance with the AD continuum.
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Affiliation(s)
- Takashi Nihashi
- Department of Radiology, National Center for Geriatrics and Gerontology, Obu City, Aichi Prefecture, Japan
| | - Keita Sakurai
- Department of Radiology, National Center for Geriatrics and Gerontology, Obu City, Aichi Prefecture, Japan
| | - Takashi Kato
- Department of Radiology, National Center for Geriatrics and Gerontology, Obu City, Aichi Prefecture, Japan.,Department of Clinical and Experimental Neuroimaging, National Center for Geriatrics and Gerontology, Obu City, Aichi Prefecture, Japan
| | - Kaori Iwata
- Department of Clinical and Experimental Neuroimaging, National Center for Geriatrics and Gerontology, Obu City, Aichi Prefecture, Japan
| | - Yasuyuki Kimura
- Department of Clinical and Experimental Neuroimaging, National Center for Geriatrics and Gerontology, Obu City, Aichi Prefecture, Japan
| | - Hiroshi Ikenuma
- Department of Clinical and Experimental Neuroimaging, National Center for Geriatrics and Gerontology, Obu City, Aichi Prefecture, Japan
| | - Akiko Yamaoka
- Department of Neurology, National Center for Geriatrics and Gerontology, Obu City, Aichi Prefecture, Japan
| | - Akinori Takeda
- Department of Neurology, National Center for Geriatrics and Gerontology, Obu City, Aichi Prefecture, Japan
| | - Yutaka Arahata
- Department of Neurology, National Center for Geriatrics and Gerontology, Obu City, Aichi Prefecture, Japan
| | - Yukihiko Washimi
- Department of Neurology, National Center for Geriatrics and Gerontology, Obu City, Aichi Prefecture, Japan
| | - Keisuke Suzuki
- Innovation Center for Translational Research, National Center for Geriatrics and Gerontology, Obu City, Aichi Prefecture, Japan
| | - Masahiko Bundo
- Department of Neurosurgery, National Center for Geriatrics and Gerontology, Obu City, Aichi Prefecture, Japan
| | - Takashi Sakurai
- Center for Comprehensive Care and Research on Memory Disorders, National Center for Geriatrics and Gerontology, Obu City, Aichi Prefecture, Japan
| | - Nobuyuki Okamura
- Division of Pharmacology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Aoba Ward, Sendai, Miyagi, Japan.,Department of Pharmacology, Tohoku University School of Medicine, Aoba-ku, Sendai, Miyagi, Japan
| | - Kazuhiko Yanai
- Division of Pharmacology, Faculty of Medicine, Tohoku Medical and Pharmaceutical University, Aoba Ward, Sendai, Miyagi, Japan.,Department of Pharmacology, Tohoku University School of Medicine, Aoba-ku, Sendai, Miyagi, Japan
| | - Kengo Ito
- National Center for Geriatrics and Gerontology, Obu City, Aichi Prefecture, Japan
| | - Akinori Nakamura
- Department of Clinical and Experimental Neuroimaging, National Center for Geriatrics and Gerontology, Obu City, Aichi Prefecture, Japan
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Kimura A, Sugimoto T, Kitamori K, Saji N, Niida S, Toba K, Sakurai T. Malnutrition is Associated with Behavioral and Psychiatric Symptoms of Dementia in Older Women with Mild Cognitive Impairment and Early-Stage Alzheimer's Disease. Nutrients 2019; 11:E1951. [PMID: 31434232 PMCID: PMC6723872 DOI: 10.3390/nu11081951] [Citation(s) in RCA: 59] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Revised: 08/06/2019] [Accepted: 08/16/2019] [Indexed: 01/15/2023] Open
Abstract
We examined the nutritional status and its association with behavioral psychiatric symptoms of dementia (BPSD) among 741 memory clinic patients (normal cognition (NC), 152; mild cognitive impairment (MCI), 271; early-stage Alzheimer disease (AD), 318). Nutritional status and BPSD were assessed using the Mini Nutritional Assessment Short-Form (MNA-SF) and the Dementia Behavior Disturbance Scale (DBD), respectively. Compared to subjects with NC, more subjects with MCI and early-stage AD were at risk of malnutrition (MNA-SF, 8-11: NC, 34.2%; MCI, 47.5%; early-stage AD, 53.8%) and were malnourished (MNA-SF, 0-7: NC, 4.6%; MCI, 5.9%; early-stage AD, 8.2%). Among patients with MCI or early-stage AD, those at risk of/with malnutrition showed higher DBD scores than those well-nourished (12.7 ± 9.0 vs. 9.5 ± 7.3; p < 0.001). Moreover, analysis of covariance adjusting for confounders showed that nutritional status was significantly associated with specific BPSD, including "verbal aggressiveness/emotional disinhibition" (F = 5.87, p = 0.016) and "apathy/memory impairment" (F = 15.38, p < 0.001), which were revealed by factor analysis of DBD. Our results suggest that malnutrition is common among older adults with mild cognitive decline, and possibility that nutritional problems are associated with individual BPSD.
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Affiliation(s)
- Ai Kimura
- Center for Comprehensive Care and Research on Memory Disorders, National Center for Geriatrics and Gerontology, Obu 474-8511, Japan
- Medical Genome Center, National Center for Geriatrics and Gerontology, Obu 474-8511, Japan
- Department of Cognitive and Behavioral Science, Graduate School of Medicine, Nagoya University, Nagoya 466-8550, Japan
| | - Taiki Sugimoto
- Center for Comprehensive Care and Research on Memory Disorders, National Center for Geriatrics and Gerontology, Obu 474-8511, Japan
- Medical Genome Center, National Center for Geriatrics and Gerontology, Obu 474-8511, Japan
- Department of Public Health, Graduate School of Health Sciences, Kobe University, Kobe 657-8501, Japan
| | - Kazuya Kitamori
- Department of Food and Nutritional Environment, College of Human Life and Environment, Kinjo Gakuin University, Nagoya 463-0021, Japan
| | - Naoki Saji
- Center for Comprehensive Care and Research on Memory Disorders, National Center for Geriatrics and Gerontology, Obu 474-8511, Japan
| | - Shumpei Niida
- Medical Genome Center, National Center for Geriatrics and Gerontology, Obu 474-8511, Japan
| | - Kenji Toba
- Center for Comprehensive Care and Research on Memory Disorders, National Center for Geriatrics and Gerontology, Obu 474-8511, Japan
| | - Takashi Sakurai
- Center for Comprehensive Care and Research on Memory Disorders, National Center for Geriatrics and Gerontology, Obu 474-8511, Japan.
- Department of Cognitive and Behavioral Science, Graduate School of Medicine, Nagoya University, Nagoya 466-8550, Japan.
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Association of Glucose Fluctuations with Sarcopenia in Older Adults with Type 2 Diabetes Mellitus. J Clin Med 2019; 8:jcm8030319. [PMID: 30845785 PMCID: PMC6463152 DOI: 10.3390/jcm8030319] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Revised: 02/27/2019] [Accepted: 02/28/2019] [Indexed: 12/16/2022] Open
Abstract
Type 2 diabetes mellitus accelerates loss of muscle mass and strength. Patients with Alzheimer’s disease (AD) also show these conditions, even in the early stages of AD. The mechanism linking glucose management with these muscle changes has not been elucidated but has implications for clarifying these associations and developing preventive strategies to maintain functional capacity. This study included 69 type 2 diabetes patients with a diagnosis of cognitive impairment (n = 32) and patients with normal cognition (n = 37). We investigated the prevalence of sarcopenia in diabetes patients with and without cognitive impairment and examined the association of glucose alterations with sarcopenia. Daily glucose levels were evaluated using self-monitoring of blood glucose, and we focused on the effects of glucose fluctuations, postprandial hyperglycemia, and the frequency of hypoglycemia on sarcopenia. Diabetes patients with cognitive impairment displayed a high prevalence of sarcopenia, and glucose fluctuations were independently associated with sarcopenia, even after adjusting for glycated hemoglobin A1c (HbA1c) levels and associated factors. In particular, glucose fluctuations were significantly associated with a low muscle mass, low grip strength, and slow walking speed. Our observation suggests the importance of glucose management by considering glucose fluctuations to prevent the development of disability.
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Dong Y, Wang Q, Yao H, Xiao Y, Wei J, Xie P, Hu J, Chen W, Tang Y, Zhou H, Liu J. A promising structural magnetic resonance imaging assessment in patients with preclinical cognitive decline and diabetes mellitus. J Cell Physiol 2019; 234:16838-16846. [PMID: 30786010 DOI: 10.1002/jcp.28359] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2018] [Revised: 01/30/2019] [Accepted: 02/01/2019] [Indexed: 01/18/2023]
Abstract
Subjective cognitive decline (SCD) is frequently reported in diabetic patients. Diabetes mellitus (DM) is associated with changes in the microstructure of the brain arise in diabetic patients, including changes in gray matter volume (GMV). However, the underlying mechanisms of changes in GMV in DM patients with cognitive impairment remain uncertain. Here, we present an overview of amyloid-β-dependent cognitive impairment in DM patients with SCD. Moreover, we review the evolving insights from studies on the GMV changes in GMV and cognitive dysfunction to which provide the mechanisms of cognitive impairment in T2DM. Ultimately, the novel structural magnetic resonance imaging (MRI) protocol was used for detecting neuroimaging biomarkers that can predict the clinical outcomes in diabetic patients with SCD. A reliable MRI protocol would be helpful to detect neurobiomarkers, and to understand the pathological mechanisms of preclinical cognitive impairment in diabetic patients.
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Affiliation(s)
- Yulan Dong
- Department of Radiology, the First Affiliated Hospital of University of South China, Hengyang, China
| | - Qi Wang
- Department of Radiology, the Hunan Province Hospital, Changsha, China
| | - Hailun Yao
- Institute of Pharmacy and Medical Technology, Hunan Polytechnic of Environment and Biology, Hengyang, Hunan, China
| | - Yawen Xiao
- Department of Radiology, the First Affiliated Hospital of University of South China, Hengyang, China
| | - Jiaohong Wei
- Department of Radiology, the First Affiliated Hospital of University of South China, Hengyang, China
| | - Peihan Xie
- Department of Radiology, the First Affiliated Hospital of University of South China, Hengyang, China
| | - Jun Hu
- Department of Radiology, the First Affiliated Hospital of University of South China, Hengyang, China
| | - Wen Chen
- Department of Radiology, the First Affiliated Hospital of University of South China, Hengyang, China
| | - Yan Tang
- Department of Ultrasound, the First Affiliated Hospital of University of South China, Hengyang, China
| | - Hong Zhou
- Department of Radiology, the First Affiliated Hospital of University of South China, Hengyang, China.,Hengyang Medical College, University of South China, Hengyang, China
| | - Jincai Liu
- Department of Radiology, the First Affiliated Hospital of University of South China, Hengyang, China
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Kimura A, Sugimoto T, Niida S, Toba K, Sakurai T. Association Between Appetite and Sarcopenia in Patients With Mild Cognitive Impairment and Early-Stage Alzheimer's Disease: A Case-Control Study. Front Nutr 2019; 5:128. [PMID: 30619874 PMCID: PMC6305366 DOI: 10.3389/fnut.2018.00128] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2018] [Accepted: 12/04/2018] [Indexed: 01/07/2023] Open
Abstract
Background: Sarcopenia is frequently seen in patients with mild cognitive impairment (MCI) and early-stage Alzheimer's disease (AD). While appetite loss and physical inactivity, which are also frequently seen in dementia, appear to contribute to sarcopenia, to date, no study has investigated this association. Objective: The aim of this study was to examine factors associated with sarcopenia, including appetite and physical activity, in patients with MCI and early-stage AD. Methods: The study subjects comprised 205 outpatients (MCI, n = 151; early-stage AD, n = 54) who were being treated at the Memory Clinic, National Center for Geriatrics, and Gerontology and had a Mini-Mental State Examination (MMSE) score of 21 or higher. All subjects were assessed for appetite by using the Council on Nutrition Appetite Questionnaire (CNAQ). Confounding variables assessed included physical activity, activities of daily living, mood, body mass index (BMI), nutritional status, and medications. Sarcopenia was defined as low muscle mass and low handgrip strength or slow gait speed. Multivariate logistic regression analyses were performed with adjustment for age, gender, education, and confounding variables to examine the association of sarcopenia with physical activity and appetite. Furthermore, sub-analyses were also conducted to clarify the relationship between CNAQ sub-items and sarcopenia. Results: The prevalence of sarcopenia among the subjects was 14.6% (n = 30). Patients with sarcopenia had lower CNAQ scores (those with sarcopenia, 26.7 ± 3.5; those without, 29.1 ± 2.5). Multivariate analysis showed that BMI (odds ratio [OR], 0.675; 95% confidence interval [CI], 0.534-0.853), polypharmacy (OR, 4.489; 95% CI, 1.315-15.320), and CNAQ (OR, 0.774; 95% CI, 0.630-0.952) were shown to be associated with sarcopenia. Physical activity was not associated with sarcopenia. Of the sub-items of the CNAQ, appetite (OR, 0.353; 95% CI, 0.155-0.805), feeling full (OR, 0.320; 95% CI = 0.135-0.761), and food tastes compared to when younger (OR, 0.299; 95% CI, 0.109-0.818) were shown to be associated with sarcopenia. Conclusions: These results suggest that appetite could be a modifiable risk factor for sarcopenia in patients with MCI and early-stage AD. A comprehensive approach to improving appetite may prove effective in preventing sarcopenia.
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Affiliation(s)
- Ai Kimura
- Center for Comprehensive Care and Research on Memory Disorders, National Center for Geriatrics and Gerontology, Obu, Japan.,Medical Genome Center, National Center for Geriatrics and Gerontology, Obu, Japan.,Department of Cognitive and Behavioral Science, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Taiki Sugimoto
- Center for Comprehensive Care and Research on Memory Disorders, National Center for Geriatrics and Gerontology, Obu, Japan.,Medical Genome Center, National Center for Geriatrics and Gerontology, Obu, Japan.,Department of Community Health Sciences, Graduate School of Health Sciences, Kobe University, Kobe, Japan.,Japan Society for the Promotion of Science, Tokyo, Japan
| | - Shumpei Niida
- Medical Genome Center, National Center for Geriatrics and Gerontology, Obu, Japan
| | - Kenji Toba
- Center for Comprehensive Care and Research on Memory Disorders, National Center for Geriatrics and Gerontology, Obu, Japan
| | - Takashi Sakurai
- Center for Comprehensive Care and Research on Memory Disorders, National Center for Geriatrics and Gerontology, Obu, Japan.,Department of Cognitive and Behavioral Science, Nagoya University Graduate School of Medicine, Nagoya, Japan
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Liu X, Chen W, Tu Y, Hou H, Huang X, Chen X, Guo Z, Bai G, Chen W. The Abnormal Functional Connectivity between the Hypothalamus and the Temporal Gyrus Underlying Depression in Alzheimer's Disease Patients. Front Aging Neurosci 2018; 10:37. [PMID: 29487521 PMCID: PMC5816744 DOI: 10.3389/fnagi.2018.00037] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2017] [Accepted: 01/30/2018] [Indexed: 01/05/2023] Open
Abstract
Hypothalamic communication with the rest of the brain is critical for accomplishing a wide variety of physiological and psychological functions, including the maintenance of neuroendocrine circadian rhythms and the management of affective processes. Evidence has shown that major depressive disorder (MDD) patients exhibit increased functioning of the hypothalamic-pituitary-adrenal (HPA) axis. Neurofibrillary tangles are also found in the hypothalamus of Alzheimer’s disease (AD) patients, and AD patients exhibit abnormal changes in the HPA. However, little is known of how the hypothalamus interacts with other brain regions in AD patients with depression (D-AD). Functional connectivity (FC) analysis explores the connectivity between brain regions that share functional properties. Here, we used resting-state (rs) magnetic resonance imaging (MRI) technology and the FC method to measure hypothalamic connectivity across the whole brain in 22 D-AD patients and 21 non-depressed AD patients (nD-AD). Our results showed that D-AD patients had reduced FC among the hypothalamus, the right middle temporal gyrus (MTG) and the right superior temporal gyrus (STG) compared with the FC of nD-AD patients, suggesting that the abnormal FC between the hypothalamus and the temporal lobe may play a key role in the pathophysiology of depression in AD patients.
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Affiliation(s)
- Xiaozheng Liu
- China-USA Neuroimaging Research Institute, Department of Radiology of the Second Affiliated Hospital and Yuying Children's Hospital, Wenzhou Medical University, Wenzhou, China
| | - Wei Chen
- China-USA Neuroimaging Research Institute, Department of Radiology of the Second Affiliated Hospital and Yuying Children's Hospital, Wenzhou Medical University, Wenzhou, China
| | - Yunhai Tu
- Eye Hospital, Wenzhou Medical University, Wenzhou, China
| | - Hongtao Hou
- Tongde Hospital of Zhejiang Province, Hangzhou, China
| | - Xiaoyan Huang
- China-USA Neuroimaging Research Institute, Department of Radiology of the Second Affiliated Hospital and Yuying Children's Hospital, Wenzhou Medical University, Wenzhou, China
| | - Xingli Chen
- Tongde Hospital of Zhejiang Province, Hangzhou, China
| | - Zhongwei Guo
- Tongde Hospital of Zhejiang Province, Hangzhou, China
| | - Guanghui Bai
- China-USA Neuroimaging Research Institute, Department of Radiology of the Second Affiliated Hospital and Yuying Children's Hospital, Wenzhou Medical University, Wenzhou, China
| | - Wei Chen
- Department of Psychiatry, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine and the Collaborative Innovation Center for Brain Science, Hangzhou, China.,Key Laboratory of Medical Neurobiology of Chinese Ministry of Health, Hangzhou, China
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