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Ren Z, Gan J, Chen Z, Shi Z, Liu S, Lu H, Zhang G, Ji Y. Cerebral microbleeds: prevalence and relationship to clinical features in cognitive impairment with lewy body disease. BMC Neurol 2025; 25:172. [PMID: 40269723 DOI: 10.1186/s12883-025-04181-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Accepted: 04/07/2025] [Indexed: 04/25/2025] Open
Abstract
BACKGROUND The burden of cerebral microbleeds (CMBs) is greater in patients with dementia with Lewy bodies (DLB) than in those with Parkinson disease dementia (PDD), while few studies have been carried out in a large sample size, or focused on the prodromal stage. Thus, we investigated the clinical prevalence of CMBs and its relationship to clinical features in patients with DLB, PDD, mild cognitive impairment with Lewy bodies (MCI-LB) and Parkinson's disease with MCI (PD-MCI) in this study. METHODS In this retrospective multicenter cohort study, the study population consisted of 486 patients with DLB, 262 cases with PDD, 74 cases with MCI-LB and 107 cases with PD-MCI from 22 memory clinics between January 2018 and June 2022 in China. Demographic and clinical information were collected by reviewing medical records. CMBs were classified as "present" or "absent" in the Gradient Recalled-Echo or Susceptibility Weighted Imaging. RESULTS The prevalence of CMBs was significantly greater in patients with DLB with 24.69% (95% CI [20.92%, 28.78%]) than patients with PDD with 20.23% (95% CI [5.54%, 25.61%]), patients with MCI-LB with 16.22% (95% CI [8.67%, 26.61%]), and patients with PD-MCI with 12.15% (95% CI [6.63%, 19.88%]). There were sex and age differences in this prevalence. In all patients, the presence of CMBs was significantly and independently associated with the presence of visual hallucination (OR = 1.597, 95% CI [1.014, 2.517], p = 0.044) and fluctuating cognition (OR = 1.707, 95% CI [1.140, 2.556], p = 0.009); and it was associated with the severity of hallucination (B = 0.775, SE = 0.368, p = 0.036) and disinhibition (B = 0.363, SE = 0.148, p = 0.014) reflected by NPI. Moreover, CMBs in DLB were associated with the presence of parkinsonism symptoms (OR = 1.821, 95% CI [1.001, 3.314], p = 0.05), and the scores of UPDRS-III (B = 4.711, SE = 1.939, p = 0.016) and Hoehn-Yahn stage (B = 0.452, SE = 0.165, p = 0.007). CONCLUSION Patients with DLB had a higher proportion of CMBs than PDD, MCI-LB and PD-MCI. CMBs in all DLB, PDD, MCI-LB and PD-MCI cases were associated with the presence of visual hallucination and fluctuating cognition; in DLB were associated with motor function.
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Affiliation(s)
- Zhihong Ren
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Jinghuan Gan
- Department of Neurology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Zhichao Chen
- Department of Neurology, Beijing Friendship Hospital, Capital Medical University, Beijing, China
| | - Zhihong Shi
- Department of Neurology, Tianjin Key Laboratory of Cerebrovascular and of neurodegenerative diseases, Tianjin Huanhu Hospital, Tianjin dementia institute, 6 Jizhao Road, Jinnan District, Tianjin, 300350, China
| | - Shuai Liu
- Department of Neurology, Tianjin Key Laboratory of Cerebrovascular and of neurodegenerative diseases, Tianjin Huanhu Hospital, Tianjin dementia institute, 6 Jizhao Road, Jinnan District, Tianjin, 300350, China
| | - Hao Lu
- Department of Radiology, Tianjin Huanhu Hospital, Tianjin, China
| | - Guili Zhang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yong Ji
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.
- Department of Neurology, Tianjin Key Laboratory of Cerebrovascular and of neurodegenerative diseases, Tianjin Huanhu Hospital, Tianjin dementia institute, 6 Jizhao Road, Jinnan District, Tianjin, 300350, China.
- China National Clinical Research Center for Neurological Diseases, Beijing, China.
- Department of Cognitive Disorder, National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, 100070, Beijing, China.
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Yoon EJ, Lee JY, Woo KA, Kim S, Kim H, Park H, Kim R, Jin B, Lee S, Nam H, Kim YK. Mild behavioral impairment and its relation to amyloid load in isolated REM sleep behavior disorder. Parkinsonism Relat Disord 2025; 132:107267. [PMID: 39862445 DOI: 10.1016/j.parkreldis.2025.107267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2024] [Revised: 01/04/2025] [Accepted: 01/05/2025] [Indexed: 01/27/2025]
Abstract
INTRODUCTION In isolated REM sleep behavior disorder (iRBD), the evidence of cognitive impairment and co-existing amyloid pathology suggests that mild behavioral impairment (MBI) may be associated with disease progression. In this study, we investigated MBI and its association with cognitive function, brain amyloid load and glucose metabolism in iRBD patients to evaluate the utility of MBI as a predictive marker of disease progression. METHODS Patients with iRBD underwent a neuropsychological evaluation, 18F-florbetaben (FBB) PET, and 18F-fluorodeoxyglucose (FDG) PET. MBI was evaluated using the MBI-checklist (MBI-C). Comparisons between MBI-positive and MBI-negative groups and correlations with MBI-C total scores were examined on neuropsychological performances and PET regional standardized uptake value ratios (SUVRs). Additionally, associations between regional amyloid burden and glucose metabolism and mediating role of MBI status on these associations were evaluated in all iRBD patients. RESULTS Of 36 iRBD patients, about one-third were classified as MBI-positive. Although we did not find the differences between the MBI groups and correlations with MBI-C total scores in neuropsychological performances and brain glucose metabolism, the MBI-positive group revealed higher FBB SUVRs in the anterior cingulate cortex, prefrontal cortex, caudate nucleus, and putamen than the MBI-negative group. The FBB SUVR of caudate nucleus was negatively correlated with glucose metabolism in the precuneus, which was not directly mediated by the MBI. CONCLUSION Characteristic amyloid accumulation in prefrontal and subcortical structures in MBI-positive iRBD patients suggests that MBI may be associated with early amyloid pathology that can be an integral role in disease progression.
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Affiliation(s)
- Eun Jin Yoon
- Neuroscience Research Institute, Medical Research Center, Seoul National University, Seoul, Republic of Korea; Department of Nuclear Medicine, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Jee-Young Lee
- Department of Neurology, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea.
| | - Kyung Ah Woo
- Department of Neurology, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Seoyeon Kim
- Department of Neurology, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Heejung Kim
- Department of Nuclear Medicine, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea; Institute of Radiation Medicine, Medical Research Center, Seoul National University, Seoul, Republic of Korea
| | - Hyunwoong Park
- Department of Laboratory Medicine, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Ryul Kim
- Department of Neurology, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Bora Jin
- Department of Neurology, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Seungmin Lee
- Department of Neurology, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Hyunwoo Nam
- Department of Neurology, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Yu Kyeong Kim
- Department of Nuclear Medicine, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea.
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Rosal AE, Martin SL, Strafella AP. The role of Apolipoprotein E4 on cognitive impairment in Parkinson's disease and Parkinsonisms. Front Neurosci 2025; 19:1515374. [PMID: 40052092 PMCID: PMC11882537 DOI: 10.3389/fnins.2025.1515374] [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: 10/22/2024] [Accepted: 02/03/2025] [Indexed: 03/09/2025] Open
Abstract
Cognitive impairment is a prevalent non-motor symptom of Parkinson's disease (PD), increasing the risk of dementia as the disease progresses. Despite its clinical significance, the etiology of cognitive impairment in PD remains unclear. Apolipoprotein E4 (APOE4), a well-known genetic risk factor of Alzheimer's disease, has been studied for its potential role in PD-related cognitive impairment. However, findings have been conflicting and thus inconclusive, highlighting a need to critically evaluate the current research. Several studies using neuroimaging modalities have explored the brains of individuals with PD and atypical parkinsonian disorders who have APOE4. Some of these studies have identified distinct neuropathological changes that have been previously reported to be associated with cognitive impairments in those with Parkinsonisms. Here, we review the role of APOE4 on cognitive impairment in PD and atypical Parkinsonisms using neuroimaging evidence. We will examine how APOE4 may contribute to pathological changes within the brain and its association with cognitive impairment.
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Affiliation(s)
- Angenelle Eve Rosal
- Brain Health Imaging Centre, Centre for Addiction and Mental Health, Toronto, ON, Canada
- Institute of Medical Sciences, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Sarah L. Martin
- Brain Health Imaging Centre, Centre for Addiction and Mental Health, Toronto, ON, Canada
- Translation and Computational Neurosciences Unit (TCNU), Faculty of Health and Education, Manchester Metropolitan University, Manchester, United Kingdom
| | - Antonio P. Strafella
- Brain Health Imaging Centre, Centre for Addiction and Mental Health, Toronto, ON, Canada
- Institute of Medical Sciences, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Edmond J. Safra Parkinson Disease Program, Neurology Division, Toronto Western Hospital and Krembil Brain Institute, University Health Network, University of Toronto, Toronto, ON, Canada
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Ioannou K, Bucci M, Tzortzakakis A, Savitcheva I, Nordberg A, Chiotis K. Tau PET positivity predicts clinically relevant cognitive decline driven by Alzheimer's disease compared to comorbid cases; proof of concept in the ADNI study. Mol Psychiatry 2025; 30:587-599. [PMID: 39179903 PMCID: PMC11746147 DOI: 10.1038/s41380-024-02672-9] [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] [Received: 03/31/2023] [Revised: 06/26/2024] [Accepted: 07/09/2024] [Indexed: 08/26/2024]
Abstract
β-amyloid (Aβ) pathology is not always coupled with Alzheimer's disease (AD) relevant cognitive decline. We assessed the accuracy of tau PET to identify Aβ(+) individuals who show prospective disease progression. 396 cognitively unimpaired and impaired individuals with baseline Aβ and tau PET and a follow-up of ≥ 2 years were selected from the Alzheimer's Disease Neuroimaging Initiative dataset. The participants were dichotomously grouped based on either clinical conversion (i.e., change of diagnosis) or cognitive deterioration (fast (FDs) vs. slow decliners (SDs)) using data-driven clustering of the individual annual rates of cognitive decline. To assess cognitive decline in individuals with isolated Aβ(+) or absence of both Aβ and tau (T) pathologies, we investigated the prevalence of non-AD comorbidities and FDG PET hypometabolism patterns suggestive of AD. Baseline tau PET uptake was higher in Aβ(+)FDs than in Aβ(-)FD/SDs and Aβ(+)SDs, independently of baseline cognitive status. Baseline tau PET uptake identified MCI Aβ(+) Converters and Aβ(+)FDs with an area under the curve of 0.85 and 0.87 (composite temporal region of interest) respectively, and was linearly related to the annual rate of cognitive decline in Aβ(+) individuals. The T(+) individuals constituted largely a subgroup of those being Aβ(+) and those clustered as FDs. The most common biomarker profiles in FDs (n = 70) were Aβ(+)T(+) (n = 34, 49%) and Aβ(+)T(-) (n = 19, 27%). Baseline Aβ load was higher in Aβ(+)T(+)FDs (M = 83.03 ± 31.42CL) than in Aβ(+)T(-)FDs (M = 63.67 ± 26.75CL) (p-value = 0.038). Depression diagnosis was more prevalent in Aβ(+)T(-)FDs compared to Aβ(+)T(+)FDs (47% vs. 15%, p-value = 0.021), as were FDG PET hypometabolism pattern not suggestive of AD (86% vs. 50%, p-value = 0.039). Our findings suggest that high tau PET uptake is coupled with both Aβ pathology and accelerated cognitive decline. In cases of isolated Aβ(+), cognitive decline may be associated with changes within the AD spectrum in a multi-morbidity context, i.e., mixed AD.
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Affiliation(s)
- Konstantinos Ioannou
- Division of Clinical Geriatrics, Center for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
| | - Marco Bucci
- Division of Clinical Geriatrics, Center for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
- Theme Inflammation and Aging, Karolinska University Hospital, Stockholm, Sweden
| | - Antonios Tzortzakakis
- Division of Radiology, Department for Clinical Science, Intervention and Technology (CLINTEC), Karolinska Institutet, Stockholm, Sweden
- Medical Radiation Physics and Nuclear Medicine, Section for Nuclear Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Irina Savitcheva
- Medical Radiation Physics and Nuclear Medicine, Section for Nuclear Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Agneta Nordberg
- Division of Clinical Geriatrics, Center for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
- Theme Inflammation and Aging, Karolinska University Hospital, Stockholm, Sweden
| | - Konstantinos Chiotis
- Division of Clinical Geriatrics, Center for Alzheimer Research, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden.
- Department of Neurology, Karolinska University Hospital, Stockholm, Sweden.
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Elasfar S, Hameed H, Boeve BF, Fields JA, Jack CR, Kantarci K, St Louis EK, Lowe VJ, Petersen RC, Ali F, Ehgoetz Martens K. Identifying gait differences between Alzheimer's disease and dementia with Lewy bodies and their associations with regional amyloid deposition. Alzheimers Dement 2025; 21:e14351. [PMID: 39868511 DOI: 10.1002/alz.14351] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Revised: 09/04/2024] [Accepted: 09/29/2024] [Indexed: 01/28/2025]
Abstract
INTRODUCTION We aimed to compare gait between individuals with Alzheimer's disease (AD), dementia with Lewy bodies (DLB), and cognitively unimpaired (CU) individuals and to evaluate the association between gait and regional amyloid beta (Aβ) burden in AD and DLB. METHODS We included 420 participants (70 AD, 70 DLB, 280 CU) in the Mayo Clinic Study of Aging (MCSA). Gait was assessed using a pressure-sensor walkway. Aβ deposition was analyzed with Pittsburgh compound B (PiB) positron emission topography (PET). RESULTS The DLB group had reduced stride velocity, step length, and stride width variability, as well as increased double support percentage (%DS) and variability in step length, swing time, and step time compared to the AD and CU groups. Aβ burden was not associated with any gait outcomes. DISCUSSION This study provides additional evidence that gait differs between AD and DLB. Larger studies are needed to investigate associations between Aβ burden and gait outcomes in dementia. HIGHLIGHTS Gait was more impaired in dementia than in cognitively unimpaired (CU) controls. Compared with Alzheimer's disease (AD), Dementia with Lewy bodies (DLB) had more impaired pace, variability, and postural control. Step length and double support (%) distinguished DLB and AD with moderate accuracy.
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Affiliation(s)
- Salma Elasfar
- Department of Kinesiology and Health Sciences, University of Waterloo, Waterloo, Ontario, Canada
| | - Hajr Hameed
- Department of Kinesiology and Health Sciences, University of Waterloo, Waterloo, Ontario, Canada
| | - Bradley F Boeve
- Department of Neurology, Mayo Clinic, Rochester, Minnesota, USA
| | - Julie A Fields
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota, USA
| | - Clifford R Jack
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Kejal Kantarci
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Erik K St Louis
- Department of Neurology, Mayo Clinic, Rochester, Minnesota, USA
| | - Val J Lowe
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | | | - Farwa Ali
- Department of Neurology, Mayo Clinic, Rochester, Minnesota, USA
| | - Kaylena Ehgoetz Martens
- Department of Kinesiology and Health Sciences, University of Waterloo, Waterloo, Ontario, Canada
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Mayà G, Iranzo A, Gaig C, Sánchez-Valle R, Serradell M, Molina-Porcel L, Santamaria J, Gelpi E, Aldecoa I. Post-mortem neuropathology of idiopathic rapid eye movement sleep behaviour disorder: a case series. Lancet Neurol 2024; 23:1238-1251. [PMID: 39577924 DOI: 10.1016/s1474-4422(24)00402-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Revised: 08/28/2024] [Accepted: 09/24/2024] [Indexed: 11/24/2024]
Abstract
BACKGROUND Idiopathic rapid eye movement (REM) sleep behaviour disorder (IRBD) is thought to be an early stage of α-synuclein-related neurodegenerative diseases. Nevertheless, the definitive identification of its biological substrate can be determined only by post-mortem neuropathology. We aimed to describe the post-mortem neuropathology of individuals with IRBD who developed or did not develop a neurodegenerative disease before death. METHODS In this case series at the Hospital Clinic de Barcelona, Barcelona, Spain, we examined post-mortem brain tissue and spinal cords from individuals diagnosed with IRBD by video polysomnography who became donors to the Neurological Tissue Bank between May 28, 2005, and March 23, 2023. We performed post-mortem neuropathology to assess the presence and distribution of neuronal loss, gliosis, and protein aggregates using antibodies against α-synuclein, amyloid β, phosphorylated tau, three-repeat and four-repeat tau isoforms, and TDP-43. Comparative statistical analyses were not done because of the small sample size, but differences observed across the nuclei and brain structures were described. FINDINGS The brains and spinal cords of 20 individuals with IRBD were examined (19 [95%] men, one [5%] woman). Their clinical antemortem diagnoses were of IRBD without any other neurological disorder in three (15%), Parkinson's disease without dementia in two (10%), Parkinson's disease dementia (PDD) in three (15%), and dementia with Lewy bodies (DLB) in 12 (60%) individuals. Post-mortem neuropathological diagnoses were Lewy body disease in 19 (95%) and multiple system atrophy (MSA) in one (5%). All participants with Lewy body disease and MSA showed neuronal loss, gliosis, and α-synuclein deposits in neurons and astrocytes. In all participants, α-synuclein was found in the structures that regulate REM sleep atonia (eg, subcoeruleus nucleus, gigantocellular reticular nucleus, laterodorsal tegmentum, and amygdala). Coexistent pathologies were found in all participants, including Alzheimer's disease pathology (amyloid β plaques and neurofibrillary tangles) in 14 (70%), ageing-related tau astrogliopathy in 12 (60%), cerebral amyloid angiopathy in 11 (55%), argyrophilic grain disease in four (20%), limbic-predominant age-related TDP-43 encephalopathy in four (20%), and early changes indicative of progressive supranuclear palsy in three (15%). In individuals with IRBD without any other neurological disorder and in those who developed Parkinson's disease without dementia, α-synuclein was found in the brainstem and limbic system and rarely in the cortex, whereas coexisting proteinopathies were few and showed mild pathological burden. In contrast, in individuals who developed PDD or DLB, α-synuclein had diffuse distribution in the brainstem, limbic system, and cortex, and multiple comorbid pathologies were common, particularly those related to Alzheimer's disease. INTERPRETATION Although limited by a relatively small sample size, our observations provide strong neuropathological evidence that IRBD is an early stage of α-synuclein-related neurodegenerative disease. Concomitant pathologies are frequent and their role remains to be clarified: some might have contributed to the development of dementia, but some might be age-related changes. Our findings could inform the design of clinical trials of compounds that target specific pathological proteins (eg, α-synuclein and amyloid β) in people with IRBD. FUNDING Fundación BBVA-Hospital Clínic de Barcelona.
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Affiliation(s)
- Gerard Mayà
- Sleep Unit, Neurology Service, FRCB-IDIBAPS, CIBERNED CB06/05/0018-ISCIII, Hospital Clínic de Barcelona, Universitat de Barcelona, Barcelona, Spain
| | - Alex Iranzo
- Sleep Unit, Neurology Service, FRCB-IDIBAPS, CIBERNED CB06/05/0018-ISCIII, Hospital Clínic de Barcelona, Universitat de Barcelona, Barcelona, Spain.
| | - Carles Gaig
- Sleep Unit, Neurology Service, FRCB-IDIBAPS, CIBERNED CB06/05/0018-ISCIII, Hospital Clínic de Barcelona, Universitat de Barcelona, Barcelona, Spain
| | - Raquel Sánchez-Valle
- Alzheimer's Disease and Other Cognitive Disorders Unit, Neurology Service, FRCB-IDIBAPS, Hospital Clínic de Barcelona, Universitat de Barcelona, Barcelona, Spain
| | - Monica Serradell
- Sleep Unit, Neurology Service, FRCB-IDIBAPS, CIBERNED CB06/05/0018-ISCIII, Hospital Clínic de Barcelona, Universitat de Barcelona, Barcelona, Spain
| | - Laura Molina-Porcel
- Neurological Tissue Bank of the Biobank, FRCB-IDIBAPS, Hospital Clínic de Barcelona, Universitat de Barcelona, Barcelona, Spain
| | - Joan Santamaria
- Sleep Unit, Neurology Service, FRCB-IDIBAPS, CIBERNED CB06/05/0018-ISCIII, Hospital Clínic de Barcelona, Universitat de Barcelona, Barcelona, Spain
| | - Ellen Gelpi
- Division of Neuropathology and Neurochemistry, Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - Iban Aldecoa
- Neurological Tissue Bank of the Biobank, FRCB-IDIBAPS, Hospital Clínic de Barcelona, Universitat de Barcelona, Barcelona, Spain; Department of Pathology, Biomedical Diagnostic Center (CDB), Hospital Clínic de Barcelona, Universitat de Barcelona, Barcelona, Spain
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Woo KA, Yoon EJ, Kim S, Kim H, Kim R, Jin B, Lee S, Park H, Nam H, Kim YK, Lee JY. Cognitive Impact of β-Amyloid Load in the Rapid Eye Movement Sleep Behavior Disorder-Lewy Body Disease Continuum. Mov Disord 2024; 39:2259-2270. [PMID: 39400375 DOI: 10.1002/mds.30031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Revised: 08/20/2024] [Accepted: 09/24/2024] [Indexed: 10/15/2024] Open
Abstract
BACKGROUND Rapid eye movement sleep behavior disorder (RBD) is linked to the diffuse-malignant subtype and higher cognitive burden in Lewy body disease (LBD). OBJECTIVE This study explores brain β-amyloid deposition and its association with cognitive decline across the RBD-LBD continuum. METHODS Patients with isolated RBD (iRBD), Parkinson's disease with probable RBD (PDRBD), and dementia with Lewy bodies with probable RBD (DLBRBD) underwent 18F-florbetaben positron emission tomography, 3T magnetic resonance imaging scans, and comprehensive neuropsychological assessments. Subjects were categorized as cognitively normal (NC), mild cognitive impairment (MCI), or dementia. Global and regional standardized uptake value ratios (SUVR) were estimated in predefined cognitive volumes of interest (VOI) derived from voxel-wise comparison analysis among the cognitive groups, namely the prefrontal, parietal, precentral cortices, lingual gyrus, and supplementary motor area. Generalized linear models assessed the relationship between 18F-florbetaben SUVRs and neuropsychological testing, adjusting for age and sex. Subgroup analysis focused on the polysomnography-confirmed iRBD-continuum subset (n = 41) encompassing phenoconverters and nonconverters in our prospective iRBD cohort. RESULTS Eighty-six subjects were classified as follows: 14 NC, 54 MCI, and 18 dementia. The proportion of positive β-amyloid scans increased with advanced cognitive stages (P = 0.038). β-Amyloid signals in cognitive VOIs were elevated in subgroups showing impairment in Trail-Making Test B (TMT-B). A linear association between TMT-B z score and global cortical β-amyloid levels was observed in the iRBD-continuum subset (P = 0.013). CONCLUSION Cortical β-amyloid accumulates with declines in executive function within the RBD-LBD continuum. TMT-B performance may be a useful marker associating with β-amyloid load, particularly in the iRBD population. © 2024 The Author(s). Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Kyung Ah Woo
- Department of Neurology, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Eun Jin Yoon
- Memory Network Medical Research Center, Seoul National University, Seoul, Republic of Korea
- Department of Nuclear Medicine, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Seoyeon Kim
- Department of Neurology, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Heejung Kim
- Department of Nuclear Medicine, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea
- Institute of Radiation Medicine, Medical Research Center, Seoul National University, Seoul, Republic of Korea
| | - Ryul Kim
- Department of Neurology, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Bora Jin
- Department of Neurology, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Seungmin Lee
- Department of Neurology, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Hyunwoong Park
- Department of Laboratory Medicine, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Hyunwoo Nam
- Department of Neurology, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Yu Kyeong Kim
- Department of Nuclear Medicine, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Jee-Young Lee
- Department of Neurology, Seoul Metropolitan Government-Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, Republic of Korea
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Okkels N, Grothe MJ, Taylor JP, Hasselbalch SG, Fedorova TD, Knudsen K, van der Zee S, van Laar T, Bohnen NI, Borghammer P, Horsager J. Cholinergic changes in Lewy body disease: implications for presentation, progression and subtypes. Brain 2024; 147:2308-2324. [PMID: 38437860 DOI: 10.1093/brain/awae069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 02/05/2024] [Accepted: 02/13/2024] [Indexed: 03/06/2024] Open
Abstract
Cholinergic degeneration is significant in Lewy body disease, including Parkinson's disease, dementia with Lewy bodies, and isolated REM sleep behaviour disorder. Extensive research has demonstrated cholinergic alterations in the CNS of these disorders. More recently, studies have revealed cholinergic denervation in organs that receive parasympathetic denervation. This enables a comprehensive review of cholinergic changes in Lewy body disease, encompassing both central and peripheral regions, various disease stages and diagnostic categories. Across studies, brain regions affected in Lewy body dementia show equal or greater levels of cholinergic impairment compared to the brain regions affected in Lewy body disease without dementia. This observation suggests a continuum of cholinergic alterations between these disorders. Patients without dementia exhibit relative sparing of limbic regions, whereas occipital and superior temporal regions appear to be affected to a similar extent in patients with and without dementia. This implies that posterior cholinergic cell groups in the basal forebrain are affected in the early stages of Lewy body disorders, while more anterior regions are typically affected later in the disease progression. The topographical changes observed in patients affected by comorbid Alzheimer pathology may reflect a combination of changes seen in pure forms of Lewy body disease and those seen in Alzheimer's disease. This suggests that Alzheimer co-pathology is important to understand cholinergic degeneration in Lewy body disease. Thalamic cholinergic innervation is more affected in Lewy body patients with dementia compared to those without dementia, and this may contribute to the distinct clinical presentations observed in these groups. In patients with Alzheimer's disease, the thalamus is variably affected, suggesting a different sequential involvement of cholinergic cell groups in Alzheimer's disease compared to Lewy body disease. Patients with isolated REM sleep behaviour disorder demonstrate cholinergic denervation in abdominal organs that receive parasympathetic innervation from the dorsal motor nucleus of the vagus, similar to patients who experienced this sleep disorder in their prodrome. This implies that REM sleep behaviour disorder is important for understanding peripheral cholinergic changes in both prodromal and manifest phases of Lewy body disease. In conclusion, cholinergic changes in Lewy body disease carry implications for understanding phenotypes and the influence of Alzheimer co-pathology, delineating subtypes and pathological spreading routes, and for developing tailored treatments targeting the cholinergic system.
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Affiliation(s)
- Niels Okkels
- Department of Neurology, Aarhus University Hospital, 8200 Aarhus N, Denmark
- Department of Nuclear Medicine and PET, Aarhus University Hospital, 8200 Aarhus N, Denmark
| | - Michel J Grothe
- Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología Clínica, Instituto de Biomedicina de Sevilla (IBiS), Hospital Universitario Virgen del Rocío/CSIC/Universidad de Sevilla, 41013 Seville, Spain
- Centro de Investigación Biomédica en Red Sobre Enfermedades Neurodegenerativas (CIBERNED), Instituto de Salud Carlos III, 28029 Madrid, Spain
- Reina Sofia Alzheimer's Centre, CIEN Foundation-ISCIII, 28031 Madrid, Spain
| | - John-Paul Taylor
- Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne NE1 7RU, UK
| | - Steen Gregers Hasselbalch
- Danish Dementia Research Center, Department of Neurology, Copenhagen University Hospital, 2100 Copenhagen Ø, Denmark
- Department of Clinical Medicine, University of Copenhagen, 2100 Copenhagen Ø, Denmark
| | - Tatyana D Fedorova
- Department of Nuclear Medicine and PET, Aarhus University Hospital, 8200 Aarhus N, Denmark
| | - Karoline Knudsen
- Department of Nuclear Medicine and PET, Aarhus University Hospital, 8200 Aarhus N, Denmark
| | - Sygrid van der Zee
- Department of Neurology, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands
| | - Teus van Laar
- Department of Neurology, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands
| | - Nicolaas I Bohnen
- Department of Neurology, University of Michigan, Ann Arbor, MI 48109, USA
- Department of Radiology, University of Michigan, Ann Arbor, MI 48109, USA
- Neurology Service and GRECC, VA Ann Arbor Healthcare System, Ann Arbor, MI 48105, USA
- Morris K. Udall Center of Excellence for Parkinson's Disease Research, University of Michigan, Ann Arbor, MI 48109, USA
- Parkinson's Foundation Research Center of Excellence, University of Michigan, Ann Arbor, MI 48109, USA
| | - Per Borghammer
- Department of Nuclear Medicine and PET, Aarhus University Hospital, 8200 Aarhus N, Denmark
- Department of Clinical Medicine, Aarhus University, 8200 Aarhus N, Denmark
| | - Jacob Horsager
- Department of Nuclear Medicine and PET, Aarhus University Hospital, 8200 Aarhus N, Denmark
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Mak E, Reid RI, Przybelski SA, Lesnick TG, Schwarz CG, Senjem ML, Raghavan S, Vemuri P, Jack CR, Min HK, Jain MK, Miyagawa T, Forsberg LK, Fields JA, Savica R, Graff-Radford J, Jones DT, Botha H, St Louis EK, Knopman DS, Ramanan VK, Dickson DW, Graff-Radford NR, Ferman TJ, Petersen RC, Lowe VJ, Boeve BF, O'Brien JT, Kantarci K. Influences of amyloid-β and tau on white matter neurite alterations in dementia with Lewy bodies. NPJ Parkinsons Dis 2024; 10:76. [PMID: 38570511 PMCID: PMC10991290 DOI: 10.1038/s41531-024-00684-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Accepted: 03/13/2024] [Indexed: 04/05/2024] Open
Abstract
Dementia with Lewy bodies (DLB) is a neurodegenerative condition often co-occurring with Alzheimer's disease (AD) pathology. Characterizing white matter tissue microstructure using Neurite Orientation Dispersion and Density Imaging (NODDI) may help elucidate the biological underpinnings of white matter injury in individuals with DLB. In this study, diffusion tensor imaging (DTI) and NODDI metrics were compared in 45 patients within the dementia with Lewy bodies spectrum (mild cognitive impairment with Lewy bodies (n = 13) and probable dementia with Lewy bodies (n = 32)) against 45 matched controls using conditional logistic models. We evaluated the associations of tau and amyloid-β with DTI and NODDI parameters and examined the correlations of AD-related white matter injury with Clinical Dementia Rating (CDR). Structural equation models (SEM) explored relationships among age, APOE ε4, amyloid-β, tau, and white matter injury. The DLB spectrum group exhibited widespread white matter abnormalities, including reduced fractional anisotropy, increased mean diffusivity, and decreased neurite density index. Tau was significantly associated with limbic and temporal white matter injury, which was, in turn, associated with worse CDR. SEM revealed that amyloid-β exerted indirect effects on white matter injury through tau. We observed widespread disruptions in white matter tracts in DLB that were not attributed to AD pathologies, likely due to α-synuclein-related injury. However, a fraction of the white matter injury could be attributed to AD pathology. Our findings underscore the impact of AD pathology on white matter integrity in DLB and highlight the utility of NODDI in elucidating the biological basis of white matter injury in DLB.
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Affiliation(s)
- Elijah Mak
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
- Department of Psychiatry, University of Cambridge, Cambridge, UK
| | - Robert I Reid
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
- Department of Information Technology, Mayo Clinic, Rochester, MN, USA
| | - Scott A Przybelski
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | - Timothy G Lesnick
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
| | | | - Matthew L Senjem
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
- Department of Information Technology, Mayo Clinic, Rochester, MN, USA
| | | | | | | | - Hoon Ki Min
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | - Manoj K Jain
- Department of Radiology, Mayo Clinic, Jacksonville, FL, USA
| | - Toji Miyagawa
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | | | - Julie A Fields
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
| | - Rodolfo Savica
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | | | - David T Jones
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Hugo Botha
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Erik K St Louis
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN, USA
- Center for Sleep Medicine, Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic, Rochester, MN, USA
| | | | | | - Dennis W Dickson
- Department of Psychiatry and Psychology, Mayo Clinic, Jacksonville, FL, USA
| | | | - Tanis J Ferman
- Department of Neurology, Mayo Clinic, Jacksonville, FL, USA
| | - Ronald C Petersen
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, USA
- Department of Neurology, Mayo Clinic, Rochester, MN, USA
| | - Val J Lowe
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | | | - John T O'Brien
- Department of Psychiatry, University of Cambridge, Cambridge, UK
| | - Kejal Kantarci
- Department of Radiology, Mayo Clinic, Rochester, MN, USA.
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10
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Diaz‐Galvan P, Przybelski SA, Algeciras‐Schimnich A, Figdore DJ, Lesnick TG, Schwarz CG, Senjem ML, Gunter JL, Jack CR, Min PH, Jain MK, Miyagawa T, Forsberg LK, Fields JA, Savica R, Graff‐Radford J, Ramanan VK, Jones DT, Botha H, St Louis EK, Knopman DS, Graff‐Radford NR, Ferman TJ, Petersen RC, Lowe VJ, Boeve BF, Kantarci K. Plasma biomarkers of Alzheimer's disease in the continuum of dementia with Lewy bodies. Alzheimers Dement 2024; 20:2485-2496. [PMID: 38329197 PMCID: PMC11032523 DOI: 10.1002/alz.13653] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Revised: 11/28/2023] [Accepted: 12/01/2023] [Indexed: 02/09/2024]
Abstract
INTRODUCTION Patients with dementia with Lewy bodies (DLB) may have Alzheimers disease (AD) pathology that can be detected by plasma biomarkers. Our objective was to evaluate plasma biomarkers of AD and their association with positron emission tomography (PET) biomarkers of amyloid and tau deposition in the continuum of DLB, starting from prodromal stages of the disease. METHODS The cohort included patients with isolated rapid eye movement (REM) sleep behavior disorder (iRBD), mild cognitive impairment with Lewy bodies (MCI-LB), or DLB, with a concurrent blood draw and PET scans. RESULTS Abnormal levels of plasma glial fibrillary acidic protein (GFAP) were found at the prodromal stage of MCI-LB in association with increased amyloid PET. Abnormal levels of plasma phosphorylated tau (p-tau)-181 and neurofilament light (NfL) were found at the DLB stage. Plasma p-tau-181 showed the highest accuracy in detecting abnormal amyloid and tau PET in patients with DLB. DISCUSSION The range of AD co-pathology can be detected with plasma biomarkers in the DLB continuum, particularly with plasma p-tau-181 and GFAP.
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Affiliation(s)
| | | | | | - Dan J. Figdore
- Department of Laboratory Medicine and PathologyMayo ClinicRochesterMinnesotaUSA
| | - Timothy G. Lesnick
- Department of Quantitative Health SciencesMayo ClinicRochesterMinnesotaUSA
| | | | | | | | | | - Paul H Min
- Department of RadiologyMayo ClinicRochesterMinnesotaUSA
| | - Manoj K. Jain
- Department of RadiologyMayo ClinicJacksonvilleFloridaUSA
| | - Toji Miyagawa
- Department of NeurologyMayo ClinicRochesterMinnesotaUSA
| | | | - Julie A. Fields
- Department of Psychiatry and PsychologyMayo ClinicRochesterMinnesotaUSA
| | | | | | | | | | - Hugo Botha
- Department of NeurologyMayo ClinicRochesterMinnesotaUSA
| | - Erik K. St Louis
- Mayo Center for Sleep MedicineMayo ClinicRochesterMinnesotaUSA
- Departments of Neurology and Clinical and Translational ResearchMayo Clinic Southwest WisconsinLa CrosseWisconsinUSA
| | | | | | - Tanis J. Ferman
- Department of Psychiatry & PsychologyMayo ClinicJacksonvilleFloridaUSA
| | - Ronald C. Petersen
- Department of Quantitative Health SciencesMayo ClinicRochesterMinnesotaUSA
- Department of NeurologyMayo ClinicRochesterMinnesotaUSA
| | - Val J. Lowe
- Department of RadiologyMayo ClinicRochesterMinnesotaUSA
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11
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Borghammer P, Okkels N, Weintraub D. Parkinson's Disease and Dementia with Lewy Bodies: One and the Same. JOURNAL OF PARKINSON'S DISEASE 2024; 14:383-397. [PMID: 38640172 PMCID: PMC11091584 DOI: 10.3233/jpd-240002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 03/18/2024] [Indexed: 04/21/2024]
Abstract
The question whether Parkinson's disease dementia (PDD) and dementia with Lewy bodies (DLB) are expressions of the same underlying disease has been vigorously debated for decades. The recently proposed biological definitions of Lewy body disease, which do not assign any particular importance to the dopamine system over other degenerating neurotransmitter systems, has once more brought the discussion about different types of Lewy body disease to the forefront. Here, we briefly compare PDD and DLB in terms of their symptoms, imaging findings, and neuropathology, ultimately finding them to be indistinguishable. We then present a conceptual framework to demonstrate how one can view different clinical syndromes as manifestations of a shared underlying Lewy body disease. Early Parkinson's disease, isolated RBD, pure autonomic failure and other autonomic symptoms, and perhaps even psychiatric symptoms, represent diverse manifestations of the initial clinical stages of Lewy body disease. They are characterized by heterogeneous and comparatively limited neuronal dysfunction and damage. In contrast, Lewy body dementia, an encompassing term for both PDD and DLB, represents a more uniform and advanced stage of the disease. Patients in this category display extensive and severe Lewy pathology, frequently accompanied by co-existing pathologies, as well as multi-system neuronal dysfunction and degeneration. Thus, we propose that Lewy body disease should be viewed as a single encompassing disease entity. Phenotypic variance is caused by the presence of individual risk factors, disease mechanisms, and co-pathologies. Distinct subtypes of Lewy body disease can therefore be defined by subtype-specific disease mechanisms or biomarkers.
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Affiliation(s)
- Per Borghammer
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Nuclear Medicine and PET, Aarhus University Hospital, Aarhus, Denmark
| | - Niels Okkels
- Department of Neurology, Aarhus University Hospital, Aarhus, Denmark
| | - Daniel Weintraub
- Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
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12
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Asahara Y, Kameyama M, Ishii K, Ishibashi K. Diagnostic performance of the cingulate island sign ratio for differentiating dementia with Lewy bodies from Alzheimer's disease changes depending on the mini-mental state examination score. J Neurol Sci 2023; 455:122782. [PMID: 37976791 DOI: 10.1016/j.jns.2023.122782] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Revised: 11/06/2023] [Accepted: 11/07/2023] [Indexed: 11/19/2023]
Abstract
BACKGROUND The cingulate island sign (CIS) ratio is a diagnostic adjunct for differentiating dementia with Lewy bodies (DLB) from Alzheimer's disease (AD). A recent study showed that the CIS ratio in DLB changed depending on the Mini-Mental State Examination (MMSE) score. We aimed to evaluate whether the diagnostic performance (sensitivity and specificity) of the CIS ratio for differentiating DLB from AD changes depending on the MMSE score. METHODS Twenty-two patients with DLB and 26 amyloid-positive patients with AD, who underwent 18F-FDG PET and completed an MMSE examination, were classified into three groups according to MMSE scores: Group A (MMSE >24), Group B (20 ≤ MMSE ≤24), and Group C (MMSE <20). In each group, we compared the CIS ratio between patients with DLB and AD and conducted receiver operating characteristic (ROC) curve analysis to calculate the sensitivity and specificity. RESULTS Within Group B, the CIS ratio in DLB was significantly higher than that in AD (p = 0.0005), but not within Groups A (p = 0.5117) and C (p = 0.8671). ROC curve analyses showed that the sensitivities and specificities of the CIS ratio for differentiating DLB from AD were 66.7% and 77.8% in Group A, 91.7% and 100.0% in Group B, and 75.0% and 66.7% in Group C, respectively. CONCLUSIONS The present study suggests that the diagnostic performance of the CIS ratio for differentiating DLB from AD changes depending on the MMSE score, with higher sensitivity and specificity at MMSE scores of 20-24.
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Affiliation(s)
- Yuki Asahara
- Research Team for Neuroimaging, Tokyo Metropolitan Institute for Geriatrics and Gerontology, 35-2 Sakae-cho, Itabashi-ku, Tokyo 173-0015, Japan; Department of Neurology, The Jikei University School of Medicine, 3-25-8, Nishishimbashi, Minato-ku, Tokyo, 105-8461, Japan
| | - Masashi Kameyama
- Research Team for Neuroimaging, Tokyo Metropolitan Institute for Geriatrics and Gerontology, 35-2 Sakae-cho, Itabashi-ku, Tokyo 173-0015, Japan
| | - Kenji Ishii
- Research Team for Neuroimaging, Tokyo Metropolitan Institute for Geriatrics and Gerontology, 35-2 Sakae-cho, Itabashi-ku, Tokyo 173-0015, Japan
| | - Kenji Ishibashi
- Research Team for Neuroimaging, Tokyo Metropolitan Institute for Geriatrics and Gerontology, 35-2 Sakae-cho, Itabashi-ku, Tokyo 173-0015, Japan.
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