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Cho S, Olm CA, Ash S, Shellikeri S, Agmon G, Cousins KAQ, Irwin DJ, Grossman M, Liberman M, Nevler N. Automatic classification of AD pathology in FTD phenotypes using natural speech. Alzheimers Dement 2024; 20:3416-3428. [PMID: 38572850 PMCID: PMC11095488 DOI: 10.1002/alz.13748] [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: 11/27/2023] [Revised: 01/23/2024] [Accepted: 01/24/2024] [Indexed: 04/05/2024]
Abstract
INTRODUCTION Screening for Alzheimer's disease neuropathologic change (ADNC) in individuals with atypical presentations is challenging but essential for clinical management. We trained automatic speech-based classifiers to distinguish frontotemporal dementia (FTD) patients with ADNC from those with frontotemporal lobar degeneration (FTLD). METHODS We trained automatic classifiers with 99 speech features from 1 minute speech samples of 179 participants (ADNC = 36, FTLD = 60, healthy controls [HC] = 89). Patients' pathology was assigned based on autopsy or cerebrospinal fluid analytes. Structural network-based magnetic resonance imaging analyses identified anatomical correlates of distinct speech features. RESULTS Our classifier showed 0.88 ± $ \pm $ 0.03 area under the curve (AUC) for ADNC versus FTLD and 0.93 ± $ \pm $ 0.04 AUC for patients versus HC. Noun frequency and pause rate correlated with gray matter volume loss in the limbic and salience networks, respectively. DISCUSSION Brief naturalistic speech samples can be used for screening FTD patients for underlying ADNC in vivo. This work supports the future development of digital assessment tools for FTD. HIGHLIGHTS We trained machine learning classifiers for frontotemporal dementia patients using natural speech. We grouped participants by neuropathological diagnosis (autopsy) or cerebrospinal fluid biomarkers. Classifiers well distinguished underlying pathology (Alzheimer's disease vs. frontotemporal lobar degeneration) in patients. We identified important features through an explainable artificial intelligence approach. This work lays the groundwork for a speech-based neuropathology screening tool.
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Affiliation(s)
- Sunghye Cho
- Linguistic Data ConsortiumDepartment of LinguisticsUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | - Christopher A. Olm
- Penn Frontotemporal Degeneration CenterUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | - Sharon Ash
- Penn Frontotemporal Degeneration CenterUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | - Sanjana Shellikeri
- Penn Frontotemporal Degeneration CenterUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | - Galit Agmon
- Penn Frontotemporal Degeneration CenterUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | - Katheryn A. Q. Cousins
- Penn Frontotemporal Degeneration CenterUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | - David J. Irwin
- Penn Frontotemporal Degeneration CenterUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | - Murray Grossman
- Penn Frontotemporal Degeneration CenterUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | - Mark Liberman
- Linguistic Data ConsortiumDepartment of LinguisticsUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
| | - Naomi Nevler
- Penn Frontotemporal Degeneration CenterUniversity of PennsylvaniaPhiladelphiaPennsylvaniaUSA
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Mechanic-Hamilton D, Lydon S, Xie SX, Zhang P, Miller A, Rascovsky K, Rhodes E, Massimo L. Turning apathy into action in neurodegenerative disease: Development and pilot testing of a goal-directed behaviour app. Neuropsychol Rehabil 2024; 34:469-484. [PMID: 37128648 PMCID: PMC10600325 DOI: 10.1080/09602011.2023.2203403] [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: 09/05/2022] [Accepted: 04/11/2023] [Indexed: 05/03/2023]
Abstract
This study aims to design and pilot an empirically based mobile application (ActiviDaily) to increase daily activity in persons with apathy and ADRD and test its feasibility and preliminary efficacy. ActiviDaily was developed to address impairments in goal-directed behaviour, including difficulty with initiation, planning, and motivation that contribute to apathy. Participants included patients with apathy and MCI, mild bvFTD, or mild AD and their caregivers. In Phase I, 6 patient-caregiver dyads participated in 1-week pilot testing and focus groups. In Phase II, 24 dyads completed 4 weeks of at-home ActiviDaily use. Baseline and follow-up visits included assessments of app usability, goal attainment, global cognition and functioning, apathy, and psychological symptoms. App use did not differ across diagnostic groups and was not associated with age, sex, education, global functioning or neuropsychiatric symptoms. Patients and care-partners reported high levels of satisfaction and usability, and care-partner usability rating predicted app use. At follow-up, participants showed significant improvement in goal achievement for all goal types combined. Participant goal-directed behaviour increased after 4 weeks of ActiviDaily use. Patients and caregivers reported good usability and user satisfaction. Our findings support the feasibility and efficacy of mobile-health applications to increase goal-directed behaviour in ADRD.
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Affiliation(s)
- Dawn Mechanic-Hamilton
- Penn Memory Center, Perelman School of Medicine, University of Pennsylvania
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania
| | - Sean Lydon
- Penn Memory Center, Perelman School of Medicine, University of Pennsylvania
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania
- Frontotemporal Degeneration Center, Department of Neurology, Perelman School of Medicine, University of Pennsylvania
| | - Sharon X. Xie
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania
| | - Panpan Zhang
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania
| | - Alex Miller
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania
| | - Katya Rascovsky
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania
- Frontotemporal Degeneration Center, Department of Neurology, Perelman School of Medicine, University of Pennsylvania
| | - Emma Rhodes
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania
- Frontotemporal Degeneration Center, Department of Neurology, Perelman School of Medicine, University of Pennsylvania
| | - Lauren Massimo
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania
- Frontotemporal Degeneration Center, Department of Neurology, Perelman School of Medicine, University of Pennsylvania
- School of Nursing, University of Pennsylvania
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Thompson JL, Woods SP, Medina LD, Garcia JM, Teixeira AL. Apathy in persons living with HIV disease: A systematic narrative review. J Affect Disord 2024; 350:133-147. [PMID: 38224740 DOI: 10.1016/j.jad.2024.01.016] [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: 07/21/2023] [Revised: 11/28/2023] [Accepted: 01/03/2024] [Indexed: 01/17/2024]
Abstract
BACKGROUND Apathy was identified as a feature of HIV early in the epidemic; however, there are no systematic reviews of the diverse literature on the sociodemographic and clinical correlates of apathy in HIV disease. METHODS The current study adopted a hybrid systematic-narrative review methodology in which we used PRISMA guidelines to identify, summarize, and critique peer-reviewed, empirical studies of apathy in HIV disease in the era of combination antiretroviral therapy. RESULTS A total of 34 studies of apathy in persons living with HIV (PLWH) were identified. Findings across these studies showed that apathy was reliably related to the structure of grey and white matter pathways commonly implicated in apathy, poorer everyday functioning, education, and other neuropsychiatric symptoms (e.g., depression). Apathy was not reliably associated with age, sex, race/ethnicity, cognition, and clinical markers of HIV disease. LIMITATIONS The current review does not provide rigorous quantitative estimates of clinical correlates of apathy, and the exclusion criteria of non-English and non-peer reviewed publications introduces risk of bias and Type I error. CONCLUSIONS Apathy occurs at higher rates in PLWH and is linked to neuroanatomical differences, as well as negative outcomes for everyday functions, aspects of neurocognition, and neuropsychiatric symptoms. As such, apathy is an important component to consider in the clinical assessment, diagnosis, and management of neurocognitive disorders in PLWH. Future work is needed to replicate existing findings with larger sample sizes and longitudinal designs, examine apathy as a multi-dimensional construct, and develop evidence-based treatments for apathy in PLWH.
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Affiliation(s)
| | - Steven Paul Woods
- Department of Psychology, University of Houston, Houston, TX 77004, USA.
| | - Luis D Medina
- Department of Psychology, University of Houston, Houston, TX 77004, USA
| | - Joshua M Garcia
- Department of Psychology, University of Houston, Houston, TX 77004, USA
| | - Antonio L Teixeira
- Neuropsychiatry Program, Department of Psychiatry & Behavioral Sciences, University of Texas Health Sciences Center at Houston, Houston, TX 77054, USA
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Eldaief MC, Brickhouse M, Katsumi Y, Rosen H, Carvalho N, Touroutoglou A, Dickerson BC. Atrophy in behavioural variant frontotemporal dementia spans multiple large-scale prefrontal and temporal networks. Brain 2023; 146:4476-4485. [PMID: 37201288 PMCID: PMC10629759 DOI: 10.1093/brain/awad167] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 04/10/2023] [Accepted: 04/16/2023] [Indexed: 05/20/2023] Open
Abstract
The identification of a neurodegenerative disorder's distributed pattern of atrophy-or atrophy 'signature'-can lend insights into the cortical networks that degenerate in individuals with specific constellations of symptoms. In addition, this signature can be used as a biomarker to support early diagnoses and to potentially reveal pathological changes associated with said disorder. Here, we characterized the cortical atrophy signature of behavioural variant frontotemporal dementia (bvFTD). We used a data-driven approach to estimate cortical thickness using surface-based analyses in two independent, sporadic bvFTD samples (n = 30 and n = 71, total n = 101), using age- and gender-matched cognitively and behaviourally normal individuals. We found highly similar patterns of cortical atrophy across the two independent samples, supporting the reliability of our bvFTD signature. Next, we investigated whether our bvFTD signature targets specific large-scale cortical networks, as is the case for other neurodegenerative disorders. We specifically asked whether the bvFTD signature topographically overlaps with the salience network, as previous reports have suggested. We hypothesized that because phenotypic presentations of bvFTD are diverse, this would not be the case, and that the signature would cross canonical network boundaries. Consistent with our hypothesis, the bvFTD signature spanned rostral portions of multiple networks, including the default mode, limbic, frontoparietal control and salience networks. We then tested whether the signature comprised multiple anatomical subtypes, which themselves overlapped with specific networks. To explore this, we performed a hierarchical clustering analysis. This yielded three clusters, only one of which extensively overlapped with a canonical network (the limbic network). Taken together, these findings argue against the hypothesis that the salience network is preferentially affected in bvFTD, but rather suggest that-at least in patients who meet diagnostic criteria for the full-blown syndrome-neurodegeneration in bvFTD encompasses a distributed set of prefrontal, insular and anterior temporal nodes of multiple large-scale brain networks, in keeping with the phenotypic diversity of this disorder.
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Affiliation(s)
- Mark C Eldaief
- Frontotemporal Disorders Unit and Alzheimer’s Disease Research Center, Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA 02129, USA
- Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
- Center for Brain Sciences, Harvard University, Cambridge, MA 02138, USA
| | - Michael Brickhouse
- Frontotemporal Disorders Unit and Alzheimer’s Disease Research Center, Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Yuta Katsumi
- Frontotemporal Disorders Unit and Alzheimer’s Disease Research Center, Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Howard Rosen
- Department of Neurology, Memory and Aging Center, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Nicole Carvalho
- Frontotemporal Disorders Unit and Alzheimer’s Disease Research Center, Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
| | - Alexandra Touroutoglou
- Frontotemporal Disorders Unit and Alzheimer’s Disease Research Center, Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA 02129, USA
| | - Bradford C Dickerson
- Frontotemporal Disorders Unit and Alzheimer’s Disease Research Center, Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA 02129, USA
- Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Boston, MA 02114, USA
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Ohm DT, Rhodes E, Bahena A, Capp N, Lowe M, Sabatini P, Trotman W, Olm CA, Phillips J, Prabhakaran K, Rascovsky K, Massimo L, McMillan C, Gee J, Tisdall MD, Yushkevich PA, Lee EB, Grossman M, Irwin DJ. Neuroanatomical and cellular degeneration associated with a social disorder characterized by new ritualistic belief systems in a TDP-C patient vs. a Pick patient. Front Neurol 2023; 14:1245886. [PMID: 37900607 PMCID: PMC10600461 DOI: 10.3389/fneur.2023.1245886] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Accepted: 08/15/2023] [Indexed: 10/31/2023] Open
Abstract
Frontotemporal dementia (FTD) is a spectrum of clinically and pathologically heterogenous neurodegenerative dementias. Clinical and anatomical variants of FTD have been described and associated with underlying frontotemporal lobar degeneration (FTLD) pathology, including tauopathies (FTLD-tau) or TDP-43 proteinopathies (FTLD-TDP). FTD patients with predominant degeneration of anterior temporal cortices often develop a language disorder of semantic knowledge loss and/or a social disorder often characterized by compulsive rituals and belief systems corresponding to predominant left or right hemisphere involvement, respectively. The neural substrates of these complex social disorders remain unclear. Here, we present a comparative imaging and postmortem study of two patients, one with FTLD-TDP (subtype C) and one with FTLD-tau (subtype Pick disease), who both developed new rigid belief systems. The FTLD-TDP patient developed a complex set of values centered on positivity and associated with specific physical and behavioral features of pigs, while the FTLD-tau patient developed compulsive, goal-directed behaviors related to general themes of positivity and spirituality. Neuroimaging showed left-predominant temporal atrophy in the FTLD-TDP patient and right-predominant frontotemporal atrophy in the FTLD-tau patient. Consistent with antemortem cortical atrophy, histopathologic examinations revealed severe loss of neurons and myelin predominantly in the anterior temporal lobes of both patients, but the FTLD-tau patient showed more bilateral, dorsolateral involvement featuring greater pathology and loss of projection neurons and deep white matter. These findings highlight that the regions within and connected to anterior temporal lobes may have differential vulnerability to distinct FTLD proteinopathies and serve important roles in human belief systems.
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Affiliation(s)
- Daniel T. Ohm
- Penn Digital Neuropathology Laboratory, Department of Neurology, University of Pennsylvania, Philadelphia, PA, United States
- Penn Frontotemporal Degeneration Center, Department of Neurology, University of Pennsylvania, Philadelphia, PA, United States
| | - Emma Rhodes
- Penn Frontotemporal Degeneration Center, Department of Neurology, University of Pennsylvania, Philadelphia, PA, United States
| | - Alejandra Bahena
- Penn Digital Neuropathology Laboratory, Department of Neurology, University of Pennsylvania, Philadelphia, PA, United States
| | - Noah Capp
- Penn Digital Neuropathology Laboratory, Department of Neurology, University of Pennsylvania, Philadelphia, PA, United States
| | - MaKayla Lowe
- Penn Digital Neuropathology Laboratory, Department of Neurology, University of Pennsylvania, Philadelphia, PA, United States
| | - Philip Sabatini
- Penn Digital Neuropathology Laboratory, Department of Neurology, University of Pennsylvania, Philadelphia, PA, United States
| | - Winifred Trotman
- Penn Digital Neuropathology Laboratory, Department of Neurology, University of Pennsylvania, Philadelphia, PA, United States
| | - Christopher A. Olm
- Penn Frontotemporal Degeneration Center, Department of Neurology, University of Pennsylvania, Philadelphia, PA, United States
| | - Jeffrey Phillips
- Penn Frontotemporal Degeneration Center, Department of Neurology, University of Pennsylvania, Philadelphia, PA, United States
| | - Karthik Prabhakaran
- Penn Image Computing and Science Lab, Department of Radiology, University of Pennsylvania, Philadelphia, PA, United States
| | - Katya Rascovsky
- Penn Frontotemporal Degeneration Center, Department of Neurology, University of Pennsylvania, Philadelphia, PA, United States
| | - Lauren Massimo
- Penn Frontotemporal Degeneration Center, Department of Neurology, University of Pennsylvania, Philadelphia, PA, United States
| | - Corey McMillan
- Penn Frontotemporal Degeneration Center, Department of Neurology, University of Pennsylvania, Philadelphia, PA, United States
| | - James Gee
- Penn Image Computing and Science Lab, Department of Radiology, University of Pennsylvania, Philadelphia, PA, United States
| | - M. Dylan Tisdall
- Center for Advanced Magnetic Resonance Imaging and Spectroscopy, Department of Radiology, University of Pennsylvania, Philadelphia, PA, United States
| | - Paul A. Yushkevich
- Penn Image Computing and Science Lab, Department of Radiology, University of Pennsylvania, Philadelphia, PA, United States
| | - Edward B. Lee
- Center for Neurodegenerative Disease Research, Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA, United States
| | - Murray Grossman
- Penn Frontotemporal Degeneration Center, Department of Neurology, University of Pennsylvania, Philadelphia, PA, United States
| | - David J. Irwin
- Penn Digital Neuropathology Laboratory, Department of Neurology, University of Pennsylvania, Philadelphia, PA, United States
- Penn Frontotemporal Degeneration Center, Department of Neurology, University of Pennsylvania, Philadelphia, PA, United States
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Grossman M, Seeley WW, Boxer AL, Hillis AE, Knopman DS, Ljubenov PA, Miller B, Piguet O, Rademakers R, Whitwell JL, Zetterberg H, van Swieten JC. Frontotemporal lobar degeneration. Nat Rev Dis Primers 2023; 9:40. [PMID: 37563165 DOI: 10.1038/s41572-023-00447-0] [Citation(s) in RCA: 52] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/12/2023] [Indexed: 08/12/2023]
Abstract
Frontotemporal lobar degeneration (FTLD) is one of the most common causes of early-onset dementia and presents with early social-emotional-behavioural and/or language changes that can be accompanied by a pyramidal or extrapyramidal motor disorder. About 20-25% of individuals with FTLD are estimated to carry a mutation associated with a specific FTLD pathology. The discovery of these mutations has led to important advances in potentially disease-modifying treatments that aim to slow progression or delay disease onset and has improved understanding of brain functioning. In both mutation carriers and those with sporadic disease, the most common underlying diagnoses are linked to neuronal and glial inclusions containing tau (FTLD-tau) or TDP-43 (FTLD-TDP), although 5-10% of patients may have inclusions containing proteins from the FUS-Ewing sarcoma-TAF15 family (FTLD-FET). Biomarkers definitively identifying specific pathological entities in sporadic disease have been elusive, which has impeded development of disease-modifying treatments. Nevertheless, disease-monitoring biofluid and imaging biomarkers are becoming increasingly sophisticated and are likely to serve as useful measures of treatment response during trials of disease-modifying treatments. Symptomatic trials using novel approaches such as transcranial direct current stimulation are also beginning to show promise.
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Affiliation(s)
- Murray Grossman
- Department of Neurology and Penn Frontotemporal Degeneration Center, University of Pennsylvania, Philadelphia, PA, USA
| | - William W Seeley
- Departments of Neurology and Memory and Aging Center, University of California, San Francisco, San Francisco, CA, USA.
- Department of Pathology, University of California, San Francisco, San Francisco, CA, USA.
| | - Adam L Boxer
- Departments of Neurology and Memory and Aging Center, University of California, San Francisco, San Francisco, CA, USA
| | - Argye E Hillis
- Department of Neurology, Johns Hopkins University, Baltimore, MD, USA
| | | | - Peter A Ljubenov
- Departments of Neurology and Memory and Aging Center, University of California, San Francisco, San Francisco, CA, USA
| | - Bruce Miller
- Departments of Neurology and Memory and Aging Center, University of California, San Francisco, San Francisco, CA, USA
| | - Olivier Piguet
- School of Psychology and Brain and Mind Center, University of Sydney, Sydney, New South Wales, Australia
| | - Rosa Rademakers
- VIB Center for Molecular Neurology, University of Antwerp, Antwerp, Belgium
| | | | - Henrik Zetterberg
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The University of Gothenburg, Mölndal, Sweden
- Sahlgrenska Academy at the University of Gothenburg, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
- Department of Neurodegenerative Disease, UCL Institute of Neurology, London, UK
- UK Dementia Research Institute at UCL, London, UK
- Hong Kong Center for Neurodegenerative Diseases, Clear Water Bay, Hong Kong, China
- Wisconsin Alzheimer's Disease Research Center, University of Wisconsin School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA
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Dolphin H, Dyer AH, McHale C, O'Dowd S, Kennelly SP. An Update on Apathy in Alzheimer's Disease. Geriatrics (Basel) 2023; 8:75. [PMID: 37489323 PMCID: PMC10366907 DOI: 10.3390/geriatrics8040075] [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: 05/31/2023] [Revised: 06/21/2023] [Accepted: 07/11/2023] [Indexed: 07/26/2023] Open
Abstract
Apathy is a complex multi-dimensional syndrome that affects up to 70% of individuals with Alzheimer's disease (AD). Whilst many frameworks to define apathy in AD exist, most include loss of motivation or goal-directed behaviour as the central feature. Apathy is associated with significant impact on persons living with AD and their caregivers and is also associated with accelerated cognitive decline across the AD spectrum. Neuroimaging studies have highlighted a key role of fronto-striatial circuitry including the anterior cingulate cortex (ACC), orbito-frontal cortex (OFC) and associated subcortical structures. Importantly, the presence and severity of apathy strongly correlates with AD stage and neuropathological biomarkers of amyloid and tau pathology. Following from neurochemistry studies demonstrating a central role of biogenic amine neurotransmission in apathy syndrome in AD, recent clinical trial data suggest that apathy symptoms may improve following treatment with agents such as methylphenidate-which may have an important role alongside emerging non-pharmacological treatment strategies. Here, we review the diagnostic criteria, rating scales, prevalence, and risk factors for apathy in AD. The underlying neurobiology, neuropsychology and associated neuroimaging findings are reviewed in detail. Finally, we discuss current treatment approaches and strategies aimed at targeting apathy syndrome in AD, highlighting areas for future research and clinical trials in patient cohorts.
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Affiliation(s)
- Helena Dolphin
- Tallaght Institute of Memory and Cognition, Tallaght University Hospital, D24NR0A Dublin, Ireland
- Department of Medical Gerontology, School of Medicine, Trinity College Dublin, D08W9RT Dublin, Ireland
| | - Adam H Dyer
- Tallaght Institute of Memory and Cognition, Tallaght University Hospital, D24NR0A Dublin, Ireland
- Department of Medical Gerontology, School of Medicine, Trinity College Dublin, D08W9RT Dublin, Ireland
| | - Cathy McHale
- Tallaght Institute of Memory and Cognition, Tallaght University Hospital, D24NR0A Dublin, Ireland
| | - Sean O'Dowd
- Tallaght Institute of Memory and Cognition, Tallaght University Hospital, D24NR0A Dublin, Ireland
- Department of Neurology, Tallaght University Hospital, D24NR0A Dublin, Ireland
- Academic Unit of Neurology, Trinity College Dublin, D02R590 Dublin, Ireland
| | - Sean P Kennelly
- Tallaght Institute of Memory and Cognition, Tallaght University Hospital, D24NR0A Dublin, Ireland
- Department of Medical Gerontology, School of Medicine, Trinity College Dublin, D08W9RT Dublin, Ireland
- Department of Clinical Medicine, School of Medicine, Trinity College Dublin, D08W9RT Dublin, Ireland
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Yang L, Wan W, Xuan C, Yu C, Jin K, Zheng P, Yan J. Cohort study of the effects of occupation and environmental tobacco smoke on the incidence of Alzheimer's disease among seniors. Tob Induc Dis 2023; 21:18. [PMID: 36762262 PMCID: PMC9900477 DOI: 10.18332/tid/157208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2021] [Revised: 03/28/2022] [Accepted: 12/06/2022] [Indexed: 02/08/2023] Open
Abstract
INTRODUCTION Alzheimer's disease (AD) is a disease caused by many factors including occupational and environmental factors. Secondhand smoke (SHS) can affect cognitive function. However, there is limited recent epidemiological research on how SHS and occupational factors affect AD in Zhejiang province. METHODS We established a cohort of an AD high-risk population. In 2018, a cohort of 1742 elderly aged ≥60 years was established. In 2020, the cohort was followed up, and a total of 1545 people participated in the two surveys. Data collection included demographic and economic information such as age, gender, occupation, education level etc., and relative health behavior information such as smoking, drinking and tea drinking, etc. Basic physical examination data included height, weight, blood pressure, etc. At the same time, related cognitive status was assessed. Cox proportional hazards regression models, both unadjusted and adjusted models, were used to determine associations between cohort characteristics and AD. RESULTS The results showed that SHS exposure and occupational characteristics were associated with an increased risk of cognitive impairments in seniors. Subgroups who used to work as blue-collar workers, who never worked, who kept standing for most of the time at work, and who were engaged in hard physical labor prior to retirement, had high incidence rates of AD. CONCLUSIONS It was revealed that SHS, standing for most of the time and hard physical labor were associated risk factors of AD among seniors, compared with white-collar work. We recommend that the government establish a community supervisory mechanism to persuade smokers to quit or control smoking.
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Affiliation(s)
- Li Yang
- Zhejiang Provincial Research Center for Prevention and Treatment of Cardiovascular and Cerebrovascular Diseases, Zhejiang Hospital, Hangzhou, China,Key Laboratory of Public Health Safety, Ministry of Education, Health Communication Institute, Fudan University, Shanghai, China
| | - Wenjie Wan
- Fourth Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, China
| | - Cheng Xuan
- Chronic Disease Control Department, Zhuji City People's Hospital, Zhuji, China
| | - Caiyan Yu
- Chronic Disease Control Department, Zhuji City People's Hospital, Zhuji, China
| | - Kailing Jin
- Zhejiang Provincial Research Center for Prevention and Treatment of Cardiovascular and Cerebrovascular Diseases, Zhejiang Hospital, Hangzhou, China
| | - Pinpin Zheng
- Key Laboratory of Public Health Safety, Ministry of Education, Health Communication Institute, Fudan University, Shanghai, China
| | - Jing Yan
- Zhejiang Provincial Research Center for Prevention and Treatment of Cardiovascular and Cerebrovascular Diseases, Zhejiang Hospital, Hangzhou, China
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Altered reward processing underpins emotional apathy in dementia. COGNITIVE, AFFECTIVE, & BEHAVIORAL NEUROSCIENCE 2022; 23:354-370. [PMID: 36417157 PMCID: PMC10049956 DOI: 10.3758/s13415-022-01048-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 10/31/2022] [Indexed: 11/24/2022]
Abstract
Abstract
Introduction
While apathy is broadly defined as a loss of motivation, it is increasingly recognised as a multidimensional syndrome spanning executive, emotional, and initiation domains. Emotional apathy is purportedly driven by deficits in using socioemotional rewards to guide behaviour, yet the link between these symptoms and reward processing, and their common neural correlates, has not been directly examined.
Methods
Sixty-four patients (33 behavioural-variant frontotemporal dementia, 14 Alzheimer’s disease, 8 semantic dementia, 6 progressive nonfluent aphasia, 3 logopenic progressive aphasia) were classified into high (HEA; n = 36) and low (LEA; n = 28) emotional apathy groups based on emotional apathy subscale scores on the Dimensional Apathy Scale. Patients and age-matched healthy controls (n = 27) performed an instrumental reward learning task where they learned to associate cues with either social or monetary outcomes.
Results
HEA patients showed impaired learning on both the social and monetary reward conditions, relative to LEA patients (p = 0.016) and controls (p = 0.005). Conversely, the LEA group did not differ from controls (p = 0.925). Importantly, multiple regression analyses indicated that social reward learning significantly predicted emotional apathy. Voxel-based morphometry analyses revealed that emotional apathy and social reward learning were both associated with orbitofrontal cortex, ventral striatum, and insula atrophy.
Discussion
Our results demonstrate a unique link between impaired social reward learning and emotional apathy in dementia and reveal a shared neurobiological basis. Greater understanding of these neurocognitive mechanisms of reward processing will help improve the identification of emotional apathy in dementia and inform the development of novel interventions to address these symptoms.
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10
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Godefroy V, Batrancourt B, Charron S, Bouzigues A, Sezer I, Bendetowicz D, Carle G, Rametti-Lacroux A, Bombois S, Cognat E, Migliaccio R, Levy R. Disentangling Clinical Profiles of Apathy in Behavioral Variant Frontotemporal Dementia. J Alzheimers Dis 2022; 90:639-654. [PMID: 36155506 PMCID: PMC9697059 DOI: 10.3233/jad-220370] [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 Apathy is highly frequent in behavioral variant frontotemporal dementia (bvFTD). It is presumed to involve different pathophysiological mechanisms and neuroanatomical regions. OBJECTIVE We explored the hypothesis that subgroups showing distinct profiles of apathy and distinct patterns of atrophy within frontal lobes could be disentangled in bvFTD. METHODS Using data-driven clustering applied to 20 bvFTD patients, we isolated subgroups according to their profiles on the three subscales of the Dimensional Apathy Scale (DAS). We explored their apathy profiles and atrophy patterns. Apathy profiles were characterized through both subjective measures of apathy by questionnaires and measures including objective behavioral metrics. Atrophy patterns were obtained by voxel-based morphometry, contrasting each bvFTD subgroup with healthy controls (N = 16). RESULTS By clustering based on DAS dimensions, we disentangled three subgroups of bvFTD patients, with distinct apathy profiles and atrophy patterns. One subgroup, which presented the smallest pattern of atrophy (including orbitofrontal cortex) with a right asymmetry, was characterized by high self-reported emotional and initiation apathy and by a self-initiation deficit reversible by external guidance. In other subgroups showing more diffuse bilateral atrophies extending to lateral prefrontal cortex, apathy was not reversible by external guidance and more difficulty to focus on goal-management was observed, especially in the subgroup with the largest atrophy and highest levels of executive apathy. CONCLUSION Distinct clinical profiles of apathy, corresponding to distinct anatomical subtypes of bvFTD, were identified. These findings have implications for clinicians in a perspective of precision medicine as they could contribute to personalize treatments of apathy.
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Affiliation(s)
- Valérie Godefroy
- Inserm U 1127, CNRS UMR 7225, Sorbonne Université, Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, AP-HP, Hôpital de la Pitié Salpêtrière, Paris, France
| | - Bénédicte Batrancourt
- Inserm U 1127, CNRS UMR 7225, Sorbonne Université, Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, AP-HP, Hôpital de la Pitié Salpêtrière, Paris, France
| | - Sylvain Charron
- INSERM U1266, Institut de Psychiatrie et Neurosciences de Paris, Université de Paris, Paris, France.,Department of Neuroradiology, Hôpital Sainte-Anne, Université de Paris, Paris, France
| | - Arabella Bouzigues
- Inserm U 1127, CNRS UMR 7225, Sorbonne Université, Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, AP-HP, Hôpital de la Pitié Salpêtrière, Paris, France
| | - Idil Sezer
- Inserm U 1127, CNRS UMR 7225, Sorbonne Université, Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, AP-HP, Hôpital de la Pitié Salpêtrière, Paris, France
| | - David Bendetowicz
- Inserm U 1127, CNRS UMR 7225, Sorbonne Université, Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, AP-HP, Hôpital de la Pitié Salpêtrière, Paris, France.,Department of Neurology, IM2A, AP-HP, Groupe Hospitalier Pitié-Salpêtrière, Paris, France.,Behavioural Neuropsychiatry Unit, AP-HP, Hôpital de la Salpêtrière, Paris, France
| | - Guilhem Carle
- Behavioural Neuropsychiatry Unit, AP-HP, Hôpital de la Salpêtrière, Paris, France
| | - Armelle Rametti-Lacroux
- Inserm U 1127, CNRS UMR 7225, Sorbonne Université, Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, AP-HP, Hôpital de la Pitié Salpêtrière, Paris, France
| | - Stéphanie Bombois
- Department of Neurology, IM2A, AP-HP, Groupe Hospitalier Pitié-Salpêtrière, Paris, France
| | - Emmanuel Cognat
- UMRS 1144, INSERM, F-5010, Université de Paris, Paris, France.,Centre de Neurologie Cognitive, Hôpital Lariboisière Fernand-Widal, APHP Nord, Paris, France
| | - Raffaella Migliaccio
- Inserm U 1127, CNRS UMR 7225, Sorbonne Université, Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, AP-HP, Hôpital de la Pitié Salpêtrière, Paris, France.,Department of Neurology, IM2A, AP-HP, Groupe Hospitalier Pitié-Salpêtrière, Paris, France.,Behavioural Neuropsychiatry Unit, AP-HP, Hôpital de la Salpêtrière, Paris, France
| | - Richard Levy
- Inserm U 1127, CNRS UMR 7225, Sorbonne Université, Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, AP-HP, Hôpital de la Pitié Salpêtrière, Paris, France.,Department of Neurology, IM2A, AP-HP, Groupe Hospitalier Pitié-Salpêtrière, Paris, France.,Behavioural Neuropsychiatry Unit, AP-HP, Hôpital de la Salpêtrière, Paris, France
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11
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Functional connectivity correlates of reduced goal-directed behaviors in behavioural variant frontotemporal dementia. Brain Struct Funct 2022; 227:2971-2989. [PMID: 35751676 DOI: 10.1007/s00429-022-02519-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Accepted: 05/30/2022] [Indexed: 12/12/2022]
Abstract
We explored the resting state functional connectivity correlates of apathy assessed as a multidimensional construct, using behavioral metrics, in behavioral variant frontotemporal dementia (bvFTD). We recorded the behavior of 20 bvFTD patients and 16 healthy controls in a close-to-real-life situation including a free phase (FP-in which actions were self-initiated) and a guided phase (GP-in which initiation of actions was facilitated by external guidance). We investigated the activity time and walking episode features as quantifiers of apathy. We used the means ((FP + GP)/2) and the differences (FP-GP) calculated for these metrics as well as measures by questionnaires to extract apathy dimensions by factor analysis. We assessed two types of fMRI-based resting state connectivity measures (local activity and seed-based connectivity) and explored their relationship with extracted apathy dimensions. Apathy in bvFTD was associated with lower time spent in activity combined with walking episodes of higher frequency, lower acceleration and higher duration. Using these behavioral metrics and apathy measures by questionnaires, we disentangled two dimensions: the global reduction of goal-directed behaviors and the specific deficit of self-initiation. Global apathy was associated with lower resting state activity within prefrontal cortex and lower connectivity of salience network hubs while the decrease in self-initiation was related to increased connectivity of parietal default-mode network hubs. Through a novel dimensional approach, we dissociated the functional connectivity correlates of global apathy and self-initiation deficit. We discussed in particular the role of the modified connectivity of lateral parietal cortex in the volitional process.
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12
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Kamalian A, Khodadadifar T, Saberi A, Masoudi M, Camilleri JA, Eickhoff CR, Zarei M, Pasquini L, Laird AR, Fox PT, Eickhoff SB, Tahmasian M. Convergent regional brain abnormalities in behavioral variant frontotemporal dementia: A neuroimaging meta-analysis of 73 studies. ALZHEIMER'S & DEMENTIA (AMSTERDAM, NETHERLANDS) 2022; 14:e12318. [PMID: 35664889 PMCID: PMC9148620 DOI: 10.1002/dad2.12318] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 03/13/2022] [Accepted: 04/10/2022] [Indexed: 12/19/2022]
Abstract
Introduction Numerous studies have reported brain alterations in behavioral variant frontotemporal dementia (bvFTD). However, they pointed to inconsistent findings. Methods We used a meta‐analytic approach to identify the convergent structural and functional brain abnormalities in bvFTD. Following current best‐practice neuroimaging meta‐analysis guidelines, we searched PubMed and Embase databases and performed reference tracking. Then, the coordinates of group comparisons between bvFTD and controls from 73 studies were extracted and tested for convergence using activation likelihood estimation. Results We identified convergent abnormalities in the anterior cingulate cortices, anterior insula, amygdala, paracingulate, striatum, and hippocampus. Task‐based and resting‐state functional connectivity pointed to the networks that are connected to the obtained consistent regions. Functional decoding analyses suggested associated dysfunction of emotional processing, interoception, reward processing, higher‐order cognitive functions, and olfactory and gustatory perceptions in bvFTD. Discussion Our findings highlighted the key role of the salience network and subcortical regions in the pathophysiology of bvFTD.
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Affiliation(s)
- Aida Kamalian
- School of Medicine Tehran University of Medical Sciences Tehran Iran
| | - Tina Khodadadifar
- School of Cognitive Sciences Institute for Research in Fundamental Sciences Tehran Iran
| | - Amin Saberi
- Institute of Neuroscience and Medicine Brain and Behavior (INM-7) Research Center Jülich Jülich Germany.,Institute for Systems Neuroscience Medical Faculty Heinrich-Heine University Düsseldorf Düsseldorf Germany
| | - Maryam Masoudi
- School of Medicine Tehran University of Medical Sciences Tehran Iran
| | - Julia A Camilleri
- Institute of Neuroscience and Medicine Brain and Behavior (INM-7) Research Center Jülich Jülich Germany.,Institute for Systems Neuroscience Medical Faculty Heinrich-Heine University Düsseldorf Düsseldorf Germany
| | - Claudia R Eickhoff
- Institute of Clinical Neuroscience and Medical Psychology Heinrich Heine University Düsseldorf Düsseldorf Germany.,Institute of Neuroscience and Medicine Research Center Jülich Structural and Functional Organisation of the Brain (INM-1) Jülich Germany
| | - Mojtaba Zarei
- Institute of Medical Science and Technology Shahid Beheshti University Tehran Iran
| | - Lorenzo Pasquini
- Department of Neurology Memory and Aging Center University of California-San Francisco San Francisco California USA
| | - Angela R Laird
- Department of Physics Florida International University Miami Florida USA
| | - Peter T Fox
- Research Imaging Institute University of Texas Health Science Center San Antonio Texas USA.,South Texas Veterans Health Care System San Antonio Texas USA
| | - Simon B Eickhoff
- Institute of Neuroscience and Medicine Brain and Behavior (INM-7) Research Center Jülich Jülich Germany.,Institute for Systems Neuroscience Medical Faculty Heinrich-Heine University Düsseldorf Düsseldorf Germany
| | - Masoud Tahmasian
- Institute of Neuroscience and Medicine Brain and Behavior (INM-7) Research Center Jülich Jülich Germany.,Institute for Systems Neuroscience Medical Faculty Heinrich-Heine University Düsseldorf Düsseldorf Germany
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13
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Horne KS, Gibson EC, Byrne J, Bender JR, Robinson GA. Post-stroke apathy: A case series investigation of neuropsychological and lesion characteristics. Neuropsychologia 2022; 171:108244. [DOI: 10.1016/j.neuropsychologia.2022.108244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Revised: 04/21/2022] [Accepted: 04/24/2022] [Indexed: 10/18/2022]
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14
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Jenkins LM, Wang L, Rosen H, Weintraub S. A transdiagnostic review of neuroimaging studies of apathy and disinhibition in dementia. Brain 2022; 145:1886-1905. [PMID: 35388419 PMCID: PMC9630876 DOI: 10.1093/brain/awac133] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 01/18/2022] [Accepted: 03/13/2022] [Indexed: 11/12/2022] Open
Abstract
Apathy and disinhibition are common and highly distressing neuropsychiatric symptoms associated with negative outcomes in persons with dementia. This paper is a critical review of functional and structural neuroimaging studies of these symptoms transdiagnostically in dementia of the Alzheimer type, which is characterized by prominent amnesia early in the disease course, and behavioural variant frontotemporal dementia, characterized by early social-comportmental deficits. We describe the prevalence and clinical correlates of these symptoms and describe methodological issues, including difficulties with symptom definition and different measurement instruments. We highlight the heterogeneity of findings, noting however, a striking similarity of the set of brain regions implicated across clinical diagnoses and symptoms. These regions involve several key nodes of the salience network, and we describe the functions and anatomical connectivity of these brain areas, as well as present a new theoretical account of disinhibition in dementia. Future avenues for research are discussed, including the importance of transdiagnostic studies, measuring subdomains of apathy and disinhibition, and examining different units of analysis for deepening our understanding of the networks and mechanisms underlying these extremely distressing symptoms.
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Affiliation(s)
- Lisanne M Jenkins
- Correspondence to: Lisanne Jenkins 710 N Lakeshore Drive, Suite 1315 Chicago, IL 60611, USA E-mail:
| | - Lei Wang
- Department of Psychiatry and Behavioral Health, Wexner Medical Center, Ohio State University, Columbus, OH 43210, USA
| | - Howie Rosen
- Weill Institute for Neurosciences, School of Medicine, University of California, San Francisco, CA, USA 94158
| | - Sandra Weintraub
- Department of Psychiatry and Behavioral Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA,Mesulam Center for Cognitive Neurology and Alzheimer’s Disease, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA 60611
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15
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Valotassiou V, Sifakis N, Tzavara C, Lykou E, Tsinia N, Kamtsadeli V, Sali D, Angelidis G, Psimadas D, Tsougos I, Papageorgiou SG, Georgoulias P, Papatriantafyllou J. Differences of apathy perfusion correlates between Alzheimer's disease and frontotemporal dementia. A 99mTc-HMPAO SPECT study with automated Brodmann areas analysis. Int J Psychiatry Clin Pract 2022; 26:14-22. [PMID: 33207961 DOI: 10.1080/13651501.2020.1846752] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
OBJECTIVES To explore differences of apathy perfusion correlates between Alzheimer's disease (AD) and Frontotemporal dementia (FTD) using perfusion SPECT. METHODS We studied 75 FTD and 66 AD patients. We evaluated apathy using Neuropsychiatric Inventory (NPI). We compared perfusion of BAs on left (L) and right (R) hemisphere in AD and FTD. RESULTS Apathy in AD was significantly and negatively correlated with dorsolateral prefrontal cortex bilaterally, right anterior prefrontal cortex, inferior frontal cortex bilaterally, especially on the right, orbital part of inferior frontal gyrus bilaterally, left dorsal anterior cingulate cortex, right primary and secondary visual cortex, and with bilateral anterior and dorsolateral prefrontal cortex, inferior frontal cortex and orbital part of inferior frontal gyrus, bilaterally, bilateral anterior -ventral and dorsal- cingulate cortex, left posterior ventral cingulate cortex, right inferior, middle and anterior temporal gyri, entorhinal and parahippocampal cortex in FTD. CONCLUSIONS Significant overlapping of apathy perfusion correlates between AD and FTD is seen in frontal areas and anterior cingulate. Right occipital cortex is also involved in AD, while right temporal cortex and left posterior cingulate are involved in FTD. Nuclear imaging could be a useful biomarker for revealing apathy underlying mechanisms, resulting in directed treatments.KEYPOINTSUnderlying neural networks and clinical manifestation of apathy may differ between AD and FTD.Apathy in AD is correlated with hypoperfusion in bilateral frontal areas, more prominent on the right, left anterior cingulate and right occipital cortex.Apathy in FTD is correlated with hypoperfusion in bilateral frontal areas, bilateral anterior cingulate, left posterior cingulate and right temporal cortex.Brain perfusion SPECT with automated BAs analysis and comparison with normal healthy subjects may provide significant information for apathy mechanisms in neurodegenerative disorders, affecting patients' treatment.
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Affiliation(s)
- Varvara Valotassiou
- Nuclear Medicine Department, University Hospital of Larissa, Thessaly, Greece
| | - Nikolaos Sifakis
- Nuclear Medicine Department, "Alexandra" General Hospital, Athens, Greece
| | - Chara Tzavara
- Nuclear Medicine Department, University Hospital of Larissa, Thessaly, Greece
| | - Evi Lykou
- 3rd Age Day Care Center, IASIS, Athens, Greece
| | - Niki Tsinia
- 1st University Psychiatric Department, Aeginition Hospital, Athens, Greece
| | | | - Dimitra Sali
- Neurology Department, Evrokliniki, Athens, Greece
| | - George Angelidis
- Nuclear Medicine Department, University Hospital of Larissa, Thessaly, Greece
| | - Dimitrios Psimadas
- Nuclear Medicine Department, University Hospital of Larissa, Thessaly, Greece
| | - Ioannis Tsougos
- Medical Physics Department, Medical School, University of Thessaly, Thessaly, Greece
| | | | | | - John Papatriantafyllou
- 3rd Age Day Care Center, IASIS, Athens, Greece.,Memory Disorders Clinic, Medical Center, Athens, Greece
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16
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Toller G, Zitser J, Sukhanov P, Grant H, Miller BL, Kramer JH, Rosen HJ, Rankin KP, Grinberg LT. Clinical, neuroimaging, and neuropathological characterization of a patient with Alzheimer's disease syndrome due to Pick's pathology. Neurocase 2022; 28:19-28. [PMID: 34402746 PMCID: PMC9472769 DOI: 10.1080/13554794.2021.1936072] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
The most common neurodegenerative syndrome associated with Pick's disease pathology (PiD) is behavioral variant frontotemporal dementia (bvFTD), which features profound social behavioral changes. Rarely, PiD can manifest as an Alzheimer's disease (AD)-type dementia with early memory impairment. We describe a patient with AD-type dementia and pure PiD pathology who showed slowly progressive memory impairment, early social changes, and paucity of motor symptoms. Atrophy and PiD were found mainly in frontotemporal regions underlying social behavior. This report may help predict the pathology of patients with atypical AD, which will ultimately be critical for enrolling suitable subjects into disease-modifying clinical trials.
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Affiliation(s)
- Gianina Toller
- Memory and Aging Center, University of California San Francisco, San Francisco, CA, USA
| | - Jennifer Zitser
- Memory and Aging Center, University of California San Francisco, San Francisco, CA, USA.,Movement Disorders Unit, Department of Neurology, Tel Aviv Sourazky Medical Center, Affiliated to the Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Paul Sukhanov
- Memory and Aging Center, University of California San Francisco, San Francisco, CA, USA
| | - Harli Grant
- Memory and Aging Center, University of California San Francisco, San Francisco, CA, USA
| | - Bruce L Miller
- Memory and Aging Center, University of California San Francisco, San Francisco, CA, USA
| | - Joel H Kramer
- Memory and Aging Center, University of California San Francisco, San Francisco, CA, USA
| | - Howard J Rosen
- Memory and Aging Center, University of California San Francisco, San Francisco, CA, USA
| | - Katherine P Rankin
- Memory and Aging Center, University of California San Francisco, San Francisco, CA, USA
| | - Lea T Grinberg
- Memory and Aging Center, University of California San Francisco, San Francisco, CA, USA
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17
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Abstract
Neurodegenerative diseases are increasingly recognised to be an important cause of brain disorders, particularly in late age. Associated with a wide range of pathologies, they lead to progressive loss of neurons in different regions of the nervous system. Although anhedonia is common in a variety of neurodegenerative diseases, to date it has not been extensively studied in most of these conditions. Here we review the current literature on studies assessing the association between anhedonia and neurodegenerative diseases including Parkinson's Disease, Dementia with Lewy Bodies, Parkinson's Plus Syndromes, Alzheimer's Disease, Vascular Dementia, Frontotemporal Dementia, Amyotrophic Lateral Sclerosis and Huntington's Disease. Much of the research has been conducted in Parkinson's disease where it is evident that there are strong links between apathy (loss of motivation) and anhedonia, although the two syndromes can be dissociated. Intriguingly, drugs that improve apathy can also lead to amelioration of anhedonia in some cases. Overlaps between the two syndromes may also exist across other neurodegenerative conditions, including Frontotemporal Dementia in which imaging has revealed atrophy of both common brain regions associated with anhedonia and apathy, as well as a set of unique brain regions associated with anhedonia. A transdiagnostic perspective might be helpful to investigate whether a common network of brain regions is dysfunctional with anhedonia across neurodegenerative conditions.
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Affiliation(s)
- Vicky Turner
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK
| | - Masud Husain
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford, UK.
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18
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Basavaraju R, Feng X, France J, Huey ED, Provenzano FA. Depression Is Associated With Preserved Cortical Thickness Relative to Apathy in Frontotemporal Dementia. J Geriatr Psychiatry Neurol 2022; 35:78-88. [PMID: 33030106 PMCID: PMC8026775 DOI: 10.1177/0891988720964258] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVES To understand the differential neuroanatomical substrates underlying apathy and depression in Frontotemporal dementia (FTD). METHODS T1-MRIs and clinical data of patients with behavioral and aphasic variants of FTD were obtained from an open database. Cortical thickness was derived, its association with apathy severity and difference between the depressed and not depressed were examined with appropriate covariates. RESULTS Apathy severity was significantly associated with cortical thinning of the lateral parts of the right sided frontal, temporal and parietal lobes. The right sided orbitofrontal, parsorbitalis and rostral anterior cingulate cortex were thicker in depressed compared to patients not depressed. CONCLUSIONS Greater thickness of right sided ventromedial and inferior frontal cortex in depression compared to patients without depression suggests a possible requisite of gray matter in this particular area for the manifestation of depression in FTD. This study demonstrates a method for deriving neuroanatomical patterns across non-harmonized neuroimaging data in a neurodegenerative disease.
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Affiliation(s)
- Rakshathi Basavaraju
- Department of Neurology, The Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Medical Centre, New York, NY, USA
| | - Xinyang Feng
- Department of Biomedical Engineering, Columbia University Medical Centre, New York, NY, USA
| | - Jeanelle France
- Department of Neurology, The Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Medical Centre, New York, NY, USA
| | - Edward D. Huey
- Division of Geriatric Psychiatry, Department of Psychiatry, The Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, and the Gertrude H. Sergievsky Center, Columbia University College of Physicians and Surgeons, New York, NY, USA
- Division of Aging and Dementia, Department of Neurology, The Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, and the Gertrude H. Sergievsky Center, Columbia University College of Physicians and Surgeons, New York, NY, USA. Feng is now with Research Scientist at Facebook Inc., Menlo Park, CA, USA
| | - Frank A. Provenzano
- Department of Neurology, The Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Medical Centre, New York, NY, USA
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19
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Le C, Finger E. Pharmacotherapy for Neuropsychiatric Symptoms in Frontotemporal Dementia. CNS Drugs 2021; 35:1081-1096. [PMID: 34426949 DOI: 10.1007/s40263-021-00854-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/08/2021] [Indexed: 10/20/2022]
Abstract
Despite significant progress in the understanding of the frontotemporal dementias (FTDs), there remains no disease-modifying treatment for these conditions, and limited effective symptomatic treatment. Behavioural variant frontotemporal dementia (bvFTD) is the most common FTD syndrome, and is characterized by severe impairments in behaviour, personality and cognition. Neuropsychiatric symptoms are common features of bvFTD but are present in the other FTD syndromes. Current treatment strategies therefore focus on ameliorating the neuropsychiatric features. Here we review the rationale for current treatments related to each of the main neuropsychiatric symptoms forming the diagnostic criteria for bvFTD relevant to all FTD subtypes, and two additional symptoms not currently part of the diagnostic criteria: lack of insight and psychosis. Given the paucity of effective treatments for these symptoms, we highlight how contributing mechanisms delineated in cognitive neuroscience may inform future approaches to clinical trials and more precise symptomatic treatments for FTDs.
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Affiliation(s)
- Christine Le
- Department of Clinical Neurological Sciences, Schulich School of Medicine and Dentistry, University of Western Ontario, London, Ontario, Canada
| | - Elizabeth Finger
- Department of Clinical Neurological Sciences, Schulich School of Medicine and Dentistry, University of Western Ontario, London, Ontario, Canada.
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20
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Godefroy V, Levy R, Bouzigues A, Rametti-Lacroux A, Migliaccio R, Batrancourt B. ECOCAPTURE@HOME: Protocol for the Remote Assessment of Apathy and Its Everyday-Life Consequences. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18157824. [PMID: 34360133 PMCID: PMC8345445 DOI: 10.3390/ijerph18157824] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 07/20/2021] [Accepted: 07/21/2021] [Indexed: 12/01/2022]
Abstract
Apathy, a common neuropsychiatric symptom associated with dementia, has a strong impact on patients’ and caregivers’ quality of life. However, it is still poorly understood and hard to define. The main objective of the ECOCAPTURE programme is to define a behavioural signature of apathy using an ecological approach. Within this program, ECOCAPTURE@HOME is an observational study which aims to validate a method based on new technologies for the remote monitoring of apathy in real life. For this study, we plan to recruit 60 couples: 20 patient-caregiver dyads in which patients suffer from behavioral variant Fronto-Temporal Dementia, 20 patient-caregiver dyads in which patients suffer from Alzheimer Disease and 20 healthy control couples. These dyads will be followed for 28 consecutive days via multi-sensor bracelets collecting passive data (acceleration, electrodermal activity, blood volume pulse). Active data will also be collected by questionnaires on a smartphone application. Using a pool of metrics extracted from these passive and active data, we will validate a measurement model for three behavioural markers of apathy (i.e., daytime activity, quality of sleep, and emotional arousal). The final purpose is to facilitate the follow-up and precise diagnosis of apathy, towards a personalised treatment of this condition within everyday life.
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Affiliation(s)
- Valérie Godefroy
- Sorbonne Université, Institut du Cerveau—Paris Brain Institute—ICM, Inserm, CNRS, AP-HP, Hôpital de la Pitié Salpêtrière, F-75013 Paris, France; (R.L.); (A.B.); (A.R.-L.); (R.M.); (B.B.)
- Correspondence: ; Tel.: +33-06-09-86-29-47
| | - Richard Levy
- Sorbonne Université, Institut du Cerveau—Paris Brain Institute—ICM, Inserm, CNRS, AP-HP, Hôpital de la Pitié Salpêtrière, F-75013 Paris, France; (R.L.); (A.B.); (A.R.-L.); (R.M.); (B.B.)
- Département de Neurologie, Institut de la Mémoire et de la Maladie d’Alzheimer (IM2A), AP-HP, Hôpital de la Pitié Salpêtrière, F-75013 Paris, France
- Unité de Neuropsychiatrie Comportementale, Département de Neurologie, AP-HP, Hôpital de la Pitié Salpêtrière, F-75013 Paris, France
| | - Arabella Bouzigues
- Sorbonne Université, Institut du Cerveau—Paris Brain Institute—ICM, Inserm, CNRS, AP-HP, Hôpital de la Pitié Salpêtrière, F-75013 Paris, France; (R.L.); (A.B.); (A.R.-L.); (R.M.); (B.B.)
| | - Armelle Rametti-Lacroux
- Sorbonne Université, Institut du Cerveau—Paris Brain Institute—ICM, Inserm, CNRS, AP-HP, Hôpital de la Pitié Salpêtrière, F-75013 Paris, France; (R.L.); (A.B.); (A.R.-L.); (R.M.); (B.B.)
| | - Raffaella Migliaccio
- Sorbonne Université, Institut du Cerveau—Paris Brain Institute—ICM, Inserm, CNRS, AP-HP, Hôpital de la Pitié Salpêtrière, F-75013 Paris, France; (R.L.); (A.B.); (A.R.-L.); (R.M.); (B.B.)
- Département de Neurologie, Institut de la Mémoire et de la Maladie d’Alzheimer (IM2A), AP-HP, Hôpital de la Pitié Salpêtrière, F-75013 Paris, France
| | - Bénédicte Batrancourt
- Sorbonne Université, Institut du Cerveau—Paris Brain Institute—ICM, Inserm, CNRS, AP-HP, Hôpital de la Pitié Salpêtrière, F-75013 Paris, France; (R.L.); (A.B.); (A.R.-L.); (R.M.); (B.B.)
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21
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Sheelakumari R, Bineesh C, Varghese T, Kesavadas C, Verghese J, Mathuranath PS. Neuroanatomical correlates of apathy and disinhibition in behavioural variant frontotemporal dementia. Brain Imaging Behav 2021; 14:2004-2011. [PMID: 31273672 DOI: 10.1007/s11682-019-00150-3] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Neuroanatomical correlates of apathy and disinhibition, behavioral abnormalities in behavioral variant Frontotemporal dementia (bvFTD) remain unclear. In this study 45 participants (25 bvFTD patients and 20 controls) provided data on clinical, neuropsychological, behavioral (on Frontal Systems Behavior (FrSBe) Scale), cortical volume (on voxel-based morphometry (VBM)) and tract based spatial fractional anisotropy ((FA) on magnetic resonance imaging (MRI), allowing examination of the neural correlates of apathy and disinhibition. The patients with bvFTD had predominant grey matter loss and corresponding white matter fractional anisotropy reduction in the frontal and temporal lobe compared to the controls. Grey matter loss in frontal, temporal and limbic structures correlated with apathy and degeneration in temporal limbic brain areas correlated with disinhibition. FA changes in inferior fronto-occipital fasciculus and forceps minor correlated with apathy and fibre integrity changes in the superior longitudinal fasciculus correlated with disinhibition. The current study suggests that apathy and disinhibition arises due to changes in the frontal, temporal and limbic brain areas in bvFTD.
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Affiliation(s)
- Raghavan Sheelakumari
- Cognition and Behavioural Neurology Section, Department of Neurology, Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Trivandrum, India
| | | | - Tinu Varghese
- Department of Electronics and Instrumentation, Noorul Islam University, Kumaracoil, Thuckalay, Tamilnadu, India
| | - Chandrasekharan Kesavadas
- Department of Imaging Sciences and Interventional Radiology, Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Trivandrum, India
| | - Joe Verghese
- Integrated Divisions of Cognitive and Motor Aging (Neurology) and Geriatrics (Medicine), Albert Einstein College of Medicine, Bronx, NY, USA
| | - Pavagada S Mathuranath
- Cognition and Behavioural Neurology Section, Department of Neurology, Sree Chitra Tirunal Institute for Medical Sciences and Technology (SCTIMST), Trivandrum, India.
- Department of Neurology, National Institute of Mental Health and Neurosciences (NIMHANS), Hosur Road, Banglore, Karnataka, 560029, India.
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22
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Cho S, Nevler N, Ash S, Shellikeri S, Irwin DJ, Massimo L, Rascovsky K, Olm C, Grossman M, Liberman M. Automated analysis of lexical features in frontotemporal degeneration. Cortex 2021; 137:215-231. [PMID: 33640853 PMCID: PMC8044033 DOI: 10.1016/j.cortex.2021.01.012] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2020] [Revised: 07/26/2020] [Accepted: 01/22/2021] [Indexed: 12/14/2022]
Abstract
We implemented an automated analysis of lexical aspects of semi-structured speech produced by healthy elderly controls (n = 37) and three patient groups with frontotemporal degeneration (FTD): behavioral variant FTD (n = 74), semantic variant primary progressive aphasia (svPPA, n = 42), and nonfluent/agrammatic PPA (naPPA, n = 22). Based on previous findings, we hypothesized that the three patient groups and controls would differ in the counts of part-of-speech (POS) categories and several lexical measures. With a natural language processing program, we automatically tagged POS categories of all words produced during a picture description task. We further counted the number of wh-words, and we rated nouns for abstractness, ambiguity, frequency, familiarity, and age of acquisition. We also computed the cross-entropy estimation, where low cross-entropy indicates high predictability, and lexical diversity for each description. We validated a subset of the POS data that were automatically tagged with the Google Universal POS scheme using gold-standard POS data tagged by a linguist, and we found that the POS categories from our automated methods were more than 90% accurate. For svPPA patients, we found fewer unique nouns than in naPPA and more pronouns and wh-words than in the other groups. We also found high abstractness, ambiguity, frequency, and familiarity for nouns and the lowest cross-entropy estimation among all groups. These measures were associated with cortical thinning in the left temporal lobe. In naPPA patients, we found increased speech errors and partial words compared to controls, and these impairments were associated with cortical thinning in the left middle frontal gyrus. bvFTD patients' adjective production was decreased compared to controls and was correlated with their apathy scores. Their adjective production was associated with cortical thinning in the dorsolateral frontal and orbitofrontal gyri. Our results demonstrate distinct language profiles in subgroups of FTD patients and validate our automated method of analyzing FTD patients' speech.
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Affiliation(s)
- Sunghye Cho
- Linguistic Data Consortium, University of Pennsylvania, Philadelphia, PA, USA.
| | - Naomi Nevler
- Department of Neurology and Penn Frontotemporal Degeneration Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Sharon Ash
- Department of Neurology and Penn Frontotemporal Degeneration Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Sanjana Shellikeri
- Department of Neurology and Penn Frontotemporal Degeneration Center, University of Pennsylvania, Philadelphia, PA, USA
| | - David J Irwin
- Department of Neurology and Penn Frontotemporal Degeneration Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Lauren Massimo
- Department of Neurology and Penn Frontotemporal Degeneration Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Katya Rascovsky
- Department of Neurology and Penn Frontotemporal Degeneration Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Christopher Olm
- Department of Neurology and Penn Frontotemporal Degeneration Center, University of Pennsylvania, Philadelphia, PA, USA; Department of Radiology and Penn Image Computing and Science Laboratory, University of Pennsylvania, Philadelphia, PA, USA
| | - Murray Grossman
- Department of Neurology and Penn Frontotemporal Degeneration Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Mark Liberman
- Linguistic Data Consortium, University of Pennsylvania, Philadelphia, PA, USA
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23
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Cotta Ramusino M, Perini G, Vaghi G, Dal Fabbro B, Capelli M, Picascia M, Franciotta D, Farina L, Ballante E, Costa A. Correlation of Frontal Atrophy and CSF Tau Levels With Neuropsychiatric Symptoms in Patients With Cognitive Impairment: A Memory Clinic Experience. Front Aging Neurosci 2021; 13:595758. [PMID: 33746732 PMCID: PMC7973017 DOI: 10.3389/fnagi.2021.595758] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Accepted: 01/18/2021] [Indexed: 01/06/2023] Open
Abstract
Background: Behavioral and psychological symptoms of dementia (BPSD) are a distressful condition. We aimed to investigate the BPSD distribution in subjects with cognitive impairment, and the potential correlations between BPSD and neurodegeneration in terms of cerebrospinal fluid (CSF) tau and brain atrophy. Methods: One-hundred patients with mild cognitive impairment (MCI) or dementia (Alzheimer’s disease, AD; Lewy-body disease, LBD; frontotemporal dementia, FTD; vascular dementia, VD) underwent a complete diagnostic workup, including 3T-MRI and/or CT and CSF. Cortical atrophy was assessed with medial temporal atrophy (MTA), posterior atrophy (PA), and global cortical atrophy-frontal lobe (GCA-F) scales. BPSD were rated using the Neuropsychiatric Inventory (NPI), and BPSD clusters were defined according to the European Alzheimer Disease Consortium. Results: Delusions, hallucinations, and psychosis cluster were differently distributed among the diagnostic groups (p < 0.05, p < 0.001, and p < 0.05), with LBD patients showing higher scores for hallucinations (vs. MCI, p < 0.001, and AD, p < 0.05) and psychosis cluster (vs. MCI, p < 0.05). In primary dementias, we found a negative correlation between NPI total score and tau levels (p = 0.08), confirmed by beta regression (p < 0.01), while a positive non-significant relationship was observed in MCI. Higher GCA-F scores were associated with delusions and apathy (p < 0.05, on both hemispheres) and hallucinations (left: p < 0.01, right: p < 0.05). GCA-F scores were positively correlated with psychosis cluster (right: p < 0.05), and agitation/aggression (left: p < 0.05). Conversely, nighttime disturbances were positively correlated with both GCA-F and MTA scores (left: p < 0.01; right: p < 0.05). Conclusion: Our results suggest that psychotic symptoms are significantly more represented in LBD patients and that CSF tau and frontal atrophy are associated with the occurrence and severity of BPSD in clinical practice. Longitudinal studies are however required to ascertain their actual predictive value.
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Affiliation(s)
- Matteo Cotta Ramusino
- Unit of Behavioral Neurology, IRCCS Mondino Foundation, Pavia, Italy.,Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
| | - Giulia Perini
- Unit of Behavioral Neurology, IRCCS Mondino Foundation, Pavia, Italy.,Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
| | - Gloria Vaghi
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
| | - Beatrice Dal Fabbro
- Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
| | - Marco Capelli
- Unit of Behavioral Neurology, IRCCS Mondino Foundation, Pavia, Italy
| | - Marta Picascia
- Laboratory of Neuropsychology, IRCCS Mondino Foundation, Pavia, Italy
| | - Diego Franciotta
- Laboratory of Neuroimmunology, IRCCS Mondino Foundation, Pavia, Italy
| | - Lisa Farina
- Neuroradiology Unit, IRCCS Mondino Foundation, Pavia, Italy
| | - Elena Ballante
- BioData Science Center, IRCCS Mondino Foundation, Pavia, Italy.,Department of Mathematics, University of Pavia, Pavia, Italy
| | - Alfredo Costa
- Unit of Behavioral Neurology, IRCCS Mondino Foundation, Pavia, Italy.,Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy
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24
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Giannini LAA, Peterson C, Ohm D, Xie SX, McMillan CT, Raskovsky K, Massimo L, Suh E, Van Deerlin VM, Wolk DA, Trojanowski JQ, Lee EB, Grossman M, Irwin DJ. Frontotemporal lobar degeneration proteinopathies have disparate microscopic patterns of white and grey matter pathology. Acta Neuropathol Commun 2021; 9:30. [PMID: 33622418 PMCID: PMC7901087 DOI: 10.1186/s40478-021-01129-2] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2021] [Accepted: 02/07/2021] [Indexed: 01/10/2023] Open
Abstract
Frontotemporal lobar degeneration proteinopathies with tau inclusions (FTLD-Tau) or TDP-43 inclusions (FTLD-TDP) are associated with clinically similar phenotypes. However, these disparate proteinopathies likely differ in cellular severity and regional distribution of inclusions in white matter (WM) and adjacent grey matter (GM), which have been understudied. We performed a neuropathological study of subcortical WM and adjacent GM in a large autopsy cohort (n = 92; FTLD-Tau = 37, FTLD-TDP = 55) using a validated digital image approach. The antemortem clinical phenotype was behavioral-variant frontotemporal dementia (bvFTD) in 23 patients with FTLD-Tau and 42 with FTLD-TDP, and primary progressive aphasia (PPA) in 14 patients with FTLD-Tau and 13 with FTLD-TDP. We used linear mixed-effects models to: (1) compare WM pathology burden between proteinopathies; (2) investigate the relationship between WM pathology burden and WM degeneration using luxol fast blue (LFB) myelin staining; (3) study regional patterns of pathology burden in clinico-pathological groups. WM pathology burden was greater in FTLD-Tau compared to FTLD-TDP across regions (beta = 4.21, SE = 0.34, p < 0.001), and correlated with the degree of WM degeneration in both FTLD-Tau (beta = 0.32, SE = 0.10, p = 0.002) and FTLD-TDP (beta = 0.40, SE = 0.08, p < 0.001). WM degeneration was greater in FTLD-Tau than FTLD-TDP particularly in middle-frontal and anterior cingulate regions (p < 0.05). Distinct regional patterns of WM and GM inclusions characterized FTLD-Tau and FTLD-TDP proteinopathies, and associated in part with clinical phenotype. In FTLD-Tau, WM pathology was particularly severe in the dorsolateral frontal cortex in nonfluent-variant PPA, and GM pathology in dorsolateral and paralimbic frontal regions with some variation across tauopathies. Differently, FTLD-TDP had little WM regional variability, but showed severe GM pathology burden in ventromedial prefrontal regions in both bvFTD and PPA. To conclude, FTLD-Tau and FTLD-TDP proteinopathies have distinct severity and regional distribution of WM and GM pathology, which may impact their clinical presentation, with overall greater severity of WM pathology as a distinguishing feature of tauopathies.
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Affiliation(s)
- Lucia A A Giannini
- Digital Neuropathology Laboratory, Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Department of Neurology, Perelman School of Medicine, Penn Frontotemporal Degeneration Center (FTDC), Hospital of the University of Pennsylvania, 3600 Spruce Street, Philadelphia, PA, 19104, USA
- Department of Neurology, Alzheimer Center, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Claire Peterson
- Digital Neuropathology Laboratory, Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Department of Neurology, Perelman School of Medicine, Penn Frontotemporal Degeneration Center (FTDC), Hospital of the University of Pennsylvania, 3600 Spruce Street, Philadelphia, PA, 19104, USA
| | - Daniel Ohm
- Digital Neuropathology Laboratory, Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Department of Neurology, Perelman School of Medicine, Penn Frontotemporal Degeneration Center (FTDC), Hospital of the University of Pennsylvania, 3600 Spruce Street, Philadelphia, PA, 19104, USA
| | - Sharon X Xie
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Corey T McMillan
- Department of Neurology, Perelman School of Medicine, Penn Frontotemporal Degeneration Center (FTDC), Hospital of the University of Pennsylvania, 3600 Spruce Street, Philadelphia, PA, 19104, USA
| | - Katya Raskovsky
- Department of Neurology, Perelman School of Medicine, Penn Frontotemporal Degeneration Center (FTDC), Hospital of the University of Pennsylvania, 3600 Spruce Street, Philadelphia, PA, 19104, USA
| | - Lauren Massimo
- Department of Neurology, Perelman School of Medicine, Penn Frontotemporal Degeneration Center (FTDC), Hospital of the University of Pennsylvania, 3600 Spruce Street, Philadelphia, PA, 19104, USA
| | - EunRah Suh
- Department of Pathology and Laboratory Medicine, Center for Neurodegenerative Disease Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Vivianna M Van Deerlin
- Department of Pathology and Laboratory Medicine, Center for Neurodegenerative Disease Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - David A Wolk
- Department of Pathology and Laboratory Medicine, Alzheimer's Disease Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - John Q Trojanowski
- Department of Pathology and Laboratory Medicine, Center for Neurodegenerative Disease Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Department of Pathology and Laboratory Medicine, Alzheimer's Disease Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Edward B Lee
- Department of Pathology and Laboratory Medicine, Alzheimer's Disease Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
- Translational Neuropathology Research Laboratory, Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Murray Grossman
- Department of Neurology, Perelman School of Medicine, Penn Frontotemporal Degeneration Center (FTDC), Hospital of the University of Pennsylvania, 3600 Spruce Street, Philadelphia, PA, 19104, USA
| | - David J Irwin
- Digital Neuropathology Laboratory, Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA.
- Department of Neurology, Perelman School of Medicine, Penn Frontotemporal Degeneration Center (FTDC), Hospital of the University of Pennsylvania, 3600 Spruce Street, Philadelphia, PA, 19104, USA.
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25
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Setiadi TM, Martens S, Opmeer EM, Marsman JBC, Tumati S, Reesink FE, De Deyn PP, Aleman A, Ćurčić-Blake B. Widespread white matter aberration is associated with the severity of apathy in amnestic Mild Cognitive Impairment: Tract-based spatial statistics analysis. NEUROIMAGE-CLINICAL 2021; 29:102567. [PMID: 33545500 PMCID: PMC7856325 DOI: 10.1016/j.nicl.2021.102567] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Revised: 01/04/2021] [Accepted: 01/12/2021] [Indexed: 02/06/2023]
Abstract
In aMCI, apathy severity was associated with lower FA in widespread WM pathways. WM aberrations are related to apathy severity after controlling for depression. Disruptions related to apathy severity are not limited to frontal-subcortical area.
Apathy is recognized as a prevalent behavioral symptom of amnestic Mild Cognitive Impairment (aMCI). In aMCI, apathy is associated with an increased risk and increases the risk of progression to Alzheimer’s Disease (AD). Previous DTI study in aMCI showed that apathy has been associated with white matter alterations in the cingulum, middle and inferior longitudinal fasciculus, fornix, and uncinate fasciculus. However, the underlying white matter correlates associated with apathy in aMCI are still unclear. We investigated this relationship using whole-brain diffusion tensor imaging (DTI). Twenty-nine aMCI patients and 20 matched cognitively healthy controls were included. Apathy severity was assessed using the Apathy Evaluation Scale Clinician version. We applied the tract-based spatial statistics analyses to DTI parameters: fractional anisotropy (FA), mean diffusivity, axial diffusivity, and radial diffusivity to investigate changes in white matter pathways associated with the severity of apathy. No significant difference was found in any of the DTI parameters between aMCI and the control group. In aMCI, higher severity of apathy was associated with lower FA in various white matter pathways including the left anterior part of inferior fronto-occipital fasciculus/uncinate fasciculus, genu and body of the corpus callosum, superior and anterior corona radiata, anterior thalamic radiation of both hemispheres and in the right superior longitudinal fasciculus/anterior segment of arcuate fasciculus (p < .05, TFCE-corrected) after controlling for age, gender and GDS non-apathy. A trend association was observed in the right posterior corona radiata and corticospinal tract/internal capsule, and bilateral forceps minor (p < .065, TFCE-corrected). In conclusion, in aMCI, severity of apathy is associated with aberrant white matter integrity in widely distributed pathways, within and between hemispheres.
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Affiliation(s)
- Tania M Setiadi
- Cognitive Neuroscience Center, Department of Biomedical Sciences of Cells & Systems, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
| | - Sander Martens
- Cognitive Neuroscience Center, Department of Biomedical Sciences of Cells & Systems, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Esther M Opmeer
- Cognitive Neuroscience Center, Department of Biomedical Sciences of Cells & Systems, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands; Department of Health and Welfare, Windesheim University of Applied Science, Zwolle, The Netherlands
| | - Jan-Bernard C Marsman
- Cognitive Neuroscience Center, Department of Biomedical Sciences of Cells & Systems, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Shankar Tumati
- Cognitive Neuroscience Center, Department of Biomedical Sciences of Cells & Systems, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands; Sunnybrook Research Institute and University of Toronto, Toronto, ON, Canada
| | - Fransje E Reesink
- Department of Neurology, Alzheimer Center Groningen, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Peter P De Deyn
- Department of Neurology, Alzheimer Center Groningen, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands; Laboratory of Neurochemistry and Behavior, Institute Born-Bunge, University of Antwerp, Antwerp, Belgium
| | - André Aleman
- Cognitive Neuroscience Center, Department of Biomedical Sciences of Cells & Systems, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands; Department of Psychology, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Branislava Ćurčić-Blake
- Cognitive Neuroscience Center, Department of Biomedical Sciences of Cells & Systems, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
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26
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Canosa A, Vacchiano V, D'Ovidio F, Calvo A, Moglia C, Manera U, Vasta R, Liguori R, Arena V, Grassano M, Palumbo F, Peotta L, Iazzolino B, Pagani M, Chiò A. Brain metabolic correlates of apathy in amyotrophic lateral sclerosis: An 18F-FDG-positron emission tomography stud. Eur J Neurol 2020; 28:745-753. [PMID: 33175462 DOI: 10.1111/ene.14637] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Revised: 10/23/2020] [Accepted: 11/05/2020] [Indexed: 12/12/2022]
Abstract
BACKGROUND AND PURPOSE The aim of this study was to evaluate brain metabolic correlates of apathy in amyotrophic lateral sclerosis (ALS). METHODS A total of 165 ALS patients underwent 18 F-2-fluoro-2-deoxy-D-glucose positron emission tomography (18 F-FDG-PET) and Frontal Systems Behaviour Scale (FrSBe) evaluation. FrSBe provides "before" and "after" apathy subscores, referring to premorbid and morbid conditions. "After" apathy subscore and "before-after" gap, i.e. the difference between "before" and "after" subscores, were regressed against whole-brain metabolism. Among patients with a pathological "after" apathy subscore (i.e., ≥65), we compared patients with "before" apathy subscores ≥65 and <65, and patients with "before-after" gaps of <22 and ≥22. RESULTS In the whole sample, the "after" apathy subscore negatively correlated with metabolism in the dorsolateral prefrontal cortex (DLPFC), dorsomedial prefrontal cortex (DMPFC), ventrolateral prefrontal cortex (VLPFC), premotor cortex (PMC) and anterior cingulate cortex (ACC), and insula bilaterally. A positive correlation was found in the cerebellum and pons. The "before-after" gap negatively correlated with metabolism in bilateral DLPFC, DMPFC and PMC, and left VLPFC and ACC, and positively correlated with cerebellar and pontine clusters. Among patients with an "after" apathy subscore ≥65, we found no difference between those with "before" apathy subscores ≥65 and <65. Patients with a "before-after" gap ≥22, compared to patients with a gap <22, showed relative hypometabolism in bilateral DLPFC and DMPFC, and left ACC and PMC, and relative cerebellar and pontine hypermetabolism. CONCLUSION No studies on brain 18 F-2-fluoro-2-deoxy-D-glucose positron emission tomography correlates of apathy have been performed in ALS. We found that FrSBe "after" apathy subscore correlated with metabolic changes in brain regions known as neuroanatomical correlates of apathy. Furthermore, our findings support the relevance of the gap between premorbid and morbid conditions to detect behavioural changes due to the neurodegenerative process underlying ALS.
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Affiliation(s)
- Antonio Canosa
- ALS Centre, "Rita Levi Montalcini" Department of Neuroscience, University of Turin, Turin, Italy.,Azienda Ospedaliero-Universitaria Città della Salute e della Scienza di Torino, Turin, Italy
| | - Veria Vacchiano
- Bellaria Hospital, IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy.,Department of Biomedical and NeuroMotor Sciences (DIBINEM), University of Bologna, Bologna, Italy
| | - Fabrizio D'Ovidio
- ALS Centre, "Rita Levi Montalcini" Department of Neuroscience, University of Turin, Turin, Italy
| | - Andrea Calvo
- ALS Centre, "Rita Levi Montalcini" Department of Neuroscience, University of Turin, Turin, Italy.,Azienda Ospedaliero-Universitaria Città della Salute e della Scienza di Torino, Turin, Italy.,Neuroscience Institute of Turin (NIT), Turin, Italy
| | - Cristina Moglia
- ALS Centre, "Rita Levi Montalcini" Department of Neuroscience, University of Turin, Turin, Italy.,Azienda Ospedaliero-Universitaria Città della Salute e della Scienza di Torino, Turin, Italy
| | - Umberto Manera
- ALS Centre, "Rita Levi Montalcini" Department of Neuroscience, University of Turin, Turin, Italy
| | - Rosario Vasta
- ALS Centre, "Rita Levi Montalcini" Department of Neuroscience, University of Turin, Turin, Italy
| | - Rocco Liguori
- Bellaria Hospital, IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, Italy.,Department of Biomedical and NeuroMotor Sciences (DIBINEM), University of Bologna, Bologna, Italy
| | - Vincenzo Arena
- Positron Emission Tomography Centre AFFIDEA-IRMET S.p.A, Turin, Italy
| | - Maurizio Grassano
- ALS Centre, "Rita Levi Montalcini" Department of Neuroscience, University of Turin, Turin, Italy
| | - Francesca Palumbo
- ALS Centre, "Rita Levi Montalcini" Department of Neuroscience, University of Turin, Turin, Italy
| | - Laura Peotta
- ALS Centre, "Rita Levi Montalcini" Department of Neuroscience, University of Turin, Turin, Italy
| | - Barbara Iazzolino
- ALS Centre, "Rita Levi Montalcini" Department of Neuroscience, University of Turin, Turin, Italy
| | - Marco Pagani
- Institute of Cognitive Sciences and Technologies, C.N.R, Rome, Italy.,Department of Medical Radiation Physics and Nuclear Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Adriano Chiò
- ALS Centre, "Rita Levi Montalcini" Department of Neuroscience, University of Turin, Turin, Italy.,Azienda Ospedaliero-Universitaria Città della Salute e della Scienza di Torino, Turin, Italy.,Neuroscience Institute of Turin (NIT), Turin, Italy.,Institute of Cognitive Sciences and Technologies, C.N.R, Rome, Italy
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27
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Kim E, White MA, Phillips BU, Lopez-Cruz L, Kim H, Heath CJ, Lee JE, Saksida LM, Sreedharan J, Bussey TJ. Coexistence of perseveration and apathy in the TDP-43 Q331K knock-in mouse model of ALS-FTD. Transl Psychiatry 2020; 10:377. [PMID: 33149110 PMCID: PMC7643138 DOI: 10.1038/s41398-020-01078-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2019] [Revised: 05/21/2020] [Accepted: 06/18/2020] [Indexed: 12/12/2022] Open
Abstract
Perseveration and apathy are two of the most common behavioural and psychological symptoms of dementia (BPSDs) in amyotrophic lateral sclerosis-frontotemporal dementia (ALS-FTD). Availability of a validated and behaviourally characterised animal model is crucial for translational research into BPSD in the FTD context. We behaviourally evaluated the male TDP-43Q331K mouse, an ALS-FTD model with a human-equivalent mutation (TDP-43Q331K) knocked into the endogenous Tardbp gene. We utilised a panel of behavioural tasks delivered using the rodent touchscreen apparatus, including progressive ratio (PR), extinction and visual discrimination/reversal learning (VDR) assays to examine motivation, response inhibition and cognitive flexibility, respectively. Relative to WT littermates, TDP-43Q331K mice exhibited increased responding under a PR schedule. While elevated PR responding is typically an indication of increased motivation for reward, a trial-by-trial response rate analysis revealed that TDP-43Q331K mice exhibited decreased maximal response rate and slower response decay rate, suggestive of reduced motivation and a perseverative behavioural phenotype, respectively. In the extinction assay, TDP-43Q331K mice displayed increased omissions during the early phase of each session, consistent with a deficit in activational motivation. Finally, the VDR task revealed cognitive inflexibility, manifesting as stimulus-bound perseveration. Together, our data indicate that male TDP-43Q331K mice exhibit a perseverative phenotype with some evidence of apathy-like behaviour, similar to BPSDs observed in human ALS-FTD patients. The TDP-43Q331K knock-in mouse therefore has features that recommend it as a useful platform to facilitate translational research into behavioural symptoms in the context of ALS-FTD.
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Affiliation(s)
- Eosu Kim
- Department of Psychiatry, Institute of Behavioral Science in Medicine, Brain Korea 21 Plus Project for Medical Sciences, Yonsei University College of Medicine, Seoul, Republic of Korea
- Department of Psychology and MRC/Wellcome Trust Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK
| | - Matthew A White
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Benjamin U Phillips
- Department of Psychology and MRC/Wellcome Trust Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK
- Department of Physiology, Development and Neuroscience, University of Cambridge, Cambridge, UK
| | - Laura Lopez-Cruz
- Department of Psychology and MRC/Wellcome Trust Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK
- School of Life, Health and Chemical Sciences, The Open University, Walton Hall, Milton Keynes, UK
| | - Hyunjeong Kim
- Department of Psychiatry, Institute of Behavioral Science in Medicine, Brain Korea 21 Plus Project for Medical Sciences, Yonsei University College of Medicine, Seoul, Republic of Korea
- Department of Psychology and MRC/Wellcome Trust Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK
- Department of Anatomy, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Christopher J Heath
- School of Life, Health and Chemical Sciences, The Open University, Walton Hall, Milton Keynes, UK
| | - Jong Eun Lee
- Department of Anatomy, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Lisa M Saksida
- Department of Psychology and MRC/Wellcome Trust Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK
- Molecular Medicine Research Laboratories, Robarts Research Institute & Department of Physiology and Pharmacology, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada
- The Brain and Mind Institute, Western University, London, ON, Canada
| | - Jemeen Sreedharan
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
| | - Timothy J Bussey
- Department of Psychology and MRC/Wellcome Trust Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, UK.
- Molecular Medicine Research Laboratories, Robarts Research Institute & Department of Physiology and Pharmacology, Schulich School of Medicine & Dentistry, Western University, London, ON, Canada.
- The Brain and Mind Institute, Western University, London, ON, Canada.
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28
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Cho S, Nevler N, Ash S, Shellikeri S, Irwin DJ, Massimo L, Rascovsky K, Olm C, Grossman M, Liberman M. Automated analysis of lexical features in Frontotemporal Degeneration. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2020:2020.09.10.20192054. [PMID: 33173922 PMCID: PMC7654918 DOI: 10.1101/2020.09.10.20192054] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
We implemented an automated analysis of lexical aspects of semi-structured speech produced by healthy elderly controls (n=37) and three patient groups with frontotemporal degeneration (FTD): behavioral variant FTD (n=74), semantic variant primary progressive aphasia (svPPA, n=42), and nonfluent/agrammatic PPA (naPPA, n=22). Based on previous findings, we hypothesized that the three patient groups and controls would differ in the counts of part-of-speech (POS) categories and several lexical measures. With a natural language processing program, we automatically tagged POS categories of all words produced during a picture description task. We further counted the number of wh -words, and we rated nouns for abstractness, ambiguity, frequency, familiarity, and age of acquisition. We also computed the cross-entropy estimation, which is a measure of word predictability, and lexical diversity for each description. We validated a subset of the POS data that were automatically tagged with the Google Universal POS scheme using gold-standard POS data tagged by a linguist, and we found that the POS categories from our automated methods were more than 90% accurate. For svPPA patients, we found fewer unique nouns than in naPPA and more pronouns and wh -words than in the other groups. We also found high abstractness, ambiguity, frequency, and familiarity for nouns and the lowest cross-entropy estimation among all groups. These measures were associated with cortical thinning in the left temporal lobe. In naPPA patients, we found increased speech errors and partial words compared to controls, and these impairments were associated with cortical thinning in the left middle frontal gyrus. bvFTD patients' adjective production was decreased compared to controls and was correlated with their apathy scores. Their adjective production was associated with cortical thinning in the dorsolateral frontal and orbitofrontal gyri. Our results demonstrate distinct language profiles in subgroups of FTD patients and validate our automated method of analyzing FTD patients' speech.
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Affiliation(s)
- Sunghye Cho
- Linguistic Data Consortium, University of Pennsylvania, Philadelphia, PA, USA
| | - Naomi Nevler
- Department of Neurology and Penn Frontotemporal Degeneration Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Sharon Ash
- Department of Neurology and Penn Frontotemporal Degeneration Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Sanjana Shellikeri
- Department of Neurology and Penn Frontotemporal Degeneration Center, University of Pennsylvania, Philadelphia, PA, USA
| | - David J. Irwin
- Department of Neurology and Penn Frontotemporal Degeneration Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Lauren Massimo
- Department of Neurology and Penn Frontotemporal Degeneration Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Katya Rascovsky
- Department of Neurology and Penn Frontotemporal Degeneration Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Christopher Olm
- Department of Neurology and Penn Frontotemporal Degeneration Center, University of Pennsylvania, Philadelphia, PA, USA
- Department of Radiology and Penn Image Computing and Science Laboratory, University of Pennsylvania, Philadelphia, PA, USA
| | - Murray Grossman
- Department of Neurology and Penn Frontotemporal Degeneration Center, University of Pennsylvania, Philadelphia, PA, USA
| | - Mark Liberman
- Linguistic Data Consortium, University of Pennsylvania, Philadelphia, PA, USA
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29
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O'Connor CMC, Mioshi E, Kaizik C, Fisher A, Hornberger M, Piguet O. Positive behaviour support in frontotemporal dementia: A pilot study. Neuropsychol Rehabil 2020; 31:507-530. [PMID: 31900056 DOI: 10.1080/09602011.2019.1707099] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Frontotemporal dementia (FTD) is a progressive neurodegenerative brain condition clinically characterized by marked changes in behaviour that impact the individuals' relationships and community participation, and present challenges for families. Family carers of individuals with FTD find apathy and disinhibition particularly challenging leading to high levels of stress and burden. Positive behaviour support (PBS) as a behaviour intervention framework has never been trialled in FTD. This pilot study examined the functional basis of apathetic and disinhibited behaviours in four FTD dyads and explored the acceptability of a PBS intervention. The PBS programme was provided by an occupational therapist in the participants' homes. Measures collected at baseline and post-intervention (M = 3.9 months) assessed: function of behaviours, challenging behaviours, and qualitative outcomes pertaining to the acceptability of the PBS approach. PBS was an acceptable intervention for all four dyads. "Sensory" and "tangible" were the most common functions contributing to the maintenance of behaviour changes, and aspects of apathetic and disinhibited behaviours improved following intervention. This study demonstrates the acceptability and potential benefit of a PBS programme to provide support in FTD. A more rigorous trial will be an important next step in developing improved services tailored to the needs of this unique population.
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Affiliation(s)
- Claire M C O'Connor
- Centre for Positive Ageing, HammondCare, Sydney, Australia.,Brain and Mind Centre, The University of Sydney, Sydney, Australia.,School of Public Health and Community Medicine, University of New South Wales, Sydney, Australia
| | - Eneida Mioshi
- Faculty of Medicine and Health Sciences, University of East Anglia, Norwich, UK
| | - Cassandra Kaizik
- Brain and Mind Centre, The University of Sydney, Sydney, Australia.,Sydney Medical School, The University of Sydney, Sydney, Australia
| | - Alinka Fisher
- College of Nursing and Health Sciences, Flinders University, Adelaide, Australia
| | - Michael Hornberger
- Faculty of Medicine and Health Sciences, University of East Anglia, Norwich, UK.,ARC Centre of Excellence in Cognition and Its Disorders, Sydney, Australia
| | - Olivier Piguet
- Brain and Mind Centre, The University of Sydney, Sydney, Australia.,ARC Centre of Excellence in Cognition and Its Disorders, Sydney, Australia.,School of Psychology, The University of Sydney, Sydney, Australia
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30
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Ginsberg TB, Powell L, Emrani S, Wasserman V, Higgins S, Chopra A, Cavalieri TA, Libon DJ. Instrumental Activities of Daily Living, Neuropsychiatric Symptoms, and Neuropsychological Impairment in Mild Cognitive Impairment. J Osteopath Med 2019; 119:96-101. [PMID: 30688355 DOI: 10.7556/jaoa.2019.015] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Background Neuropsychological deficits, neuropsychiatric symptoms, and problems with instrumental activities of daily living are common in participants with mild cognitive impairment (MCI). Objectives To assess how subtle to mildly impaired instrumental activities of daily living (IADLs) might be related to neuropsychological abilities (including executive control and episodic memory) and neuropsychiatric symptoms (including apathy and depression) among participants with a diagnosis of MCI. Methods Participants were evaluated for MCI and possible dementia at an outpatient memory clinic on the basis of a comprehensive neuropsychological evaluation, a geriatric psychiatry evaluation, a magnetic resonance image of the brain, and serum studies to evaluate for a possible reversible cause of cognitive decline. A series of stepwise regression analyses were conducted whereby IADL ability was the dependent variable and neuropsychological abilities, such as executive control and episodic memory, or neuropsychiatric symptoms, including apathy and depression, were the independent or predictor variables. The presence and severity of neuropsychiatric symptoms was assessed using a modified version of the Neuropsychiatric Inventory (mNPI). Participants were grouped by MCI diagnosis status (amnestic MCI, combined dysexecutive/mixed MCI, and no MCI). Results Twenty-six participants were in the amnestic MCI group, 19 in the combined dysexecutive/mixed MCI group, and 36 participants did not meet criteria for MCI (non-MCI group). Groups did not differ in age, education, Mini-Mental State Examination performance, IADL abilities, estimated premorbid general intellectual abilities, or mNPI ratings for apathy and depression. Stepwise regression analyses found a robust relationship between mild IADL impairment and greater apathy (R=0.497, r21,69=0.247, P<.001; β=-0.497, P<.001). Depression did not enter the final model. A weaker-but statistically significant-relationship was found between mild IADL impairment and worse executive control test performance (R=0.271, r21,68=0.073, P<.023; β=0.271, P<.23). Episodic memory did not enter the final model. When both apathy and executive control were assessed as related to IADL impairment, only apathy entered the final model (R=0.497, R21,69=0.247, P<.001; β=-0.497, P<.001). Conclusion Mildly impaired IADL functioning can negatively affect quality of life. Moreover, apathy may be amenable to treatment. In a primary geriatric care setting, neuropsychiatric symptoms and neuropsychological abilities should be routinely assessed.
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31
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Batrancourt B, Lecouturier K, Ferrand-Verdejo J, Guillemot V, Azuar C, Bendetowicz D, Migliaccio R, Rametti-Lacroux A, Dubois B, Levy R. Exploration Deficits Under Ecological Conditions as a Marker of Apathy in Frontotemporal Dementia. Front Neurol 2019; 10:941. [PMID: 31551908 PMCID: PMC6736613 DOI: 10.3389/fneur.2019.00941] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2019] [Accepted: 08/14/2019] [Indexed: 11/13/2022] Open
Abstract
Apathy is one of the six clinical criteria for the behavioral variant of frontotemporal dementia (bvFTD), and it is almost universal in this disease. Although its consequences in everyday life are debilitating, its underlying mechanisms are poorly known, its assessment is biased by subjectivity and its care management is very limited. In this context, we have developed "ECOCAPTURE," a method aimed at providing quantifiable and objective signature(s) of apathy in order to assess it and identify its precise underlying mechanisms. ECOCAPTURE consists of the observation and recording of the patient's behavior when the participant is being submitted to a multiple-phase scenario reproducing a brief real-life situation. It is performed in a functional exploration platform transformed into a fully furnished waiting room equipped with a video and sensor-based data acquisition system. This multimodal method allowed video-based behavior analyses according to predefined behavioral categories (exploration behavior, sustained activities or inactivity) and actigraphy analyses from a 3D accelerometer. The data obtained were also correlated with behavioral/cognitive tests and scales assessing global cognitive efficiency, apathy, cognitive disinhibition, frontal syndrome, depression and anxiety. Here, bvFTD patients (n = 14) were compared to healthy participants (n = 14) during the very first minutes of the scenario, when the participants discovered the room and were encouraged to explore it. We showed that, in the context of facing a new environment, healthy participants first explored it and then engaged in sustained activities. By contrast, bvFTD patients were mostly inactive and eventually explored this new place, but in a more irregular and less efficient mode than normal subjects. This exploration deficit was correlated with apathy, disinhibition and cognitive and behavioral dysexecutive syndromes. These findings led us to discuss the presumed underlying mechanisms responsible for the exploration deficit (an inability to self-initiate actions, to integrate reward valuation and to inhibit involuntary behavior). Altogether, these results pave the way for simple and objective assessment of behavioral changes that represents a critical step for the evaluation of disease progression and efficacy of treatment in bvFTD.
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Affiliation(s)
- Bénédicte Batrancourt
- Inserm U 1127, CNRS UMR 7225, Sorbonne Universités, UPMC Univ Paris 06, Institut du Cerveau et de la Moelle épiniére (ICM), FRONTlab, Paris, France
| | - Karen Lecouturier
- Inserm U 1127, CNRS UMR 7225, Sorbonne Universités, UPMC Univ Paris 06, Institut du Cerveau et de la Moelle épiniére (ICM), FRONTlab, Paris, France
| | - Johan Ferrand-Verdejo
- Inserm U 1127, CNRS UMR 7225, Sorbonne Universités, UPMC Univ Paris 06, Institut du Cerveau et de la Moelle épiniére (ICM), FRONTlab, Paris, France
| | - Vincent Guillemot
- Institut Pasteur, Centre de Bioinformatique, Biostatistique et Biologie Intégrative (C3BI), Paris, France
| | - Carole Azuar
- AP-HP, Groupe Hospitalier Pitiè-Salpêtrière, Département de Neurologie, Institut de la Mèmoire et de la Maladie d'Alzheimer (IM2A), Paris, France
| | - David Bendetowicz
- Inserm U 1127, CNRS UMR 7225, Sorbonne Universités, UPMC Univ Paris 06, Institut du Cerveau et de la Moelle épiniére (ICM), FRONTlab, Paris, France.,AP-HP, Groupe Hospitalier Pitiè-Salpêtrière, Département de Neurologie, Institut de la Mèmoire et de la Maladie d'Alzheimer (IM2A), Paris, France.,AP-HP, Groupe Hospitalier Pitiè-Salpêtrière, Département de Neurologie, Behavioral Neuropsychiatry Unit, Paris, France
| | - Raffaella Migliaccio
- Inserm U 1127, CNRS UMR 7225, Sorbonne Universités, UPMC Univ Paris 06, Institut du Cerveau et de la Moelle épiniére (ICM), FRONTlab, Paris, France.,AP-HP, Groupe Hospitalier Pitiè-Salpêtrière, Département de Neurologie, Institut de la Mèmoire et de la Maladie d'Alzheimer (IM2A), Paris, France.,AP-HP, Groupe Hospitalier Pitiè-Salpêtrière, Département de Neurologie, Behavioral Neuropsychiatry Unit, Paris, France
| | - Armelle Rametti-Lacroux
- Inserm U 1127, CNRS UMR 7225, Sorbonne Universités, UPMC Univ Paris 06, Institut du Cerveau et de la Moelle épiniére (ICM), FRONTlab, Paris, France
| | - Bruno Dubois
- Inserm U 1127, CNRS UMR 7225, Sorbonne Universités, UPMC Univ Paris 06, Institut du Cerveau et de la Moelle épiniére (ICM), FRONTlab, Paris, France.,AP-HP, Groupe Hospitalier Pitiè-Salpêtrière, Département de Neurologie, Institut de la Mèmoire et de la Maladie d'Alzheimer (IM2A), Paris, France
| | - Richard Levy
- Inserm U 1127, CNRS UMR 7225, Sorbonne Universités, UPMC Univ Paris 06, Institut du Cerveau et de la Moelle épiniére (ICM), FRONTlab, Paris, France.,AP-HP, Groupe Hospitalier Pitiè-Salpêtrière, Département de Neurologie, Institut de la Mèmoire et de la Maladie d'Alzheimer (IM2A), Paris, France.,AP-HP, Groupe Hospitalier Pitiè-Salpêtrière, Département de Neurologie, Behavioral Neuropsychiatry Unit, Paris, France
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32
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McLauchlan DJ, Lancaster T, Craufurd D, Linden DEJ, Rosser AE. Insensitivity to loss predicts apathy in huntington's disease. Mov Disord 2019; 34:1381-1391. [PMID: 31361357 DOI: 10.1002/mds.27787] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Revised: 06/03/2019] [Accepted: 06/10/2019] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Apathy is a deficit in goal-directed behavior that significantly affects quality of life and function. It is common in Huntington's disease and other disorders affecting corticostriatal pathways. Deficits in processing of reward, altered effort, and executive dysfunction are associated with apathy in other disorders, but the cognitive processes leading to apathy in Huntington's disease remain largely unknown. A previously reported deficit in learning from losses in Huntington's disease raises the possibility of a hitherto unrecognized mechanism leading to apathy. This study's objective was to delineate the cognitive processes associated with apathy in HD. METHODS We tested 51 Huntington's disease participants and 26 controls on a battery of novel and established measures to assess the contribution to apathy in Huntington's disease of executive function, reward value, reward-effort calculations, instrumental learning, and response to reward and loss. RESULTS Huntington's disase participants had deficits in instrumental learning with impaired response to loss, but no evidence to suggest altered reward-related behavior or effort. We also saw an executive dysfunction contribution to apathy in Huntington's disease. DISCUSSION We report the novel finding that apathy in Huntington's disease is associated with blunted responses to losses and impaired instrumental learning. This association is consistent with the known early degeneration of the indirect pathway and amygdala involvement in apathy in Huntington's disease, but is previously unreported in any disorder. In keeping with the comparative preservation of the ventral striatum and orbitofrontal cortex in Huntington's disease, reward valuation and reward-effort calculations did not contribute to apathy. © 2019 International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Duncan J McLauchlan
- Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, UK.,MRC Center for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK.,Cardiff University Brain Research Imaging Center, Cardiff University, Cardiff, UK
| | - Thomas Lancaster
- Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, UK.,MRC Center for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK.,Cardiff University Brain Research Imaging Center, Cardiff University, Cardiff, UK
| | - David Craufurd
- Manchester Center for Genomic Medicine, Division of Evolution and Genomic Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester Academic Health Science Center, Manchester, UK.,St. Mary's Hospital, Manchester University NHS Foundation Trust, Manchester Academic Health Science Center, Manchester, UK
| | - David E J Linden
- Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, UK.,MRC Center for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK.,Cardiff University Brain Research Imaging Center, Cardiff University, Cardiff, UK.,School for Mental Health and Neuroscience, Fac. Health, Medicine and Life Sciences, Maastricht University, Maastricht, Netherlands
| | - Anne E Rosser
- Division of Psychological Medicine and Clinical Neurosciences, Cardiff University, Cardiff, UK.,MRC Center for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK.,Brain Repair Group, School of Biosciences, Cardiff University, Cardiff, UK
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33
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Touroutoglou A, Dickerson BC. Cingulate-centered large-scale networks: Normal functions, aging, and neurodegenerative disease. HANDBOOK OF CLINICAL NEUROLOGY 2019; 166:113-127. [PMID: 31731908 DOI: 10.1016/b978-0-444-64196-0.00008-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
In this chapter, we review evidence from structural and functional neuroimaging in humans to consider the role of the cingulate cortex subregions (i.e., subgenual anterior cingulate cortex, pregenual anterior cingulate cortex, anterior midcingulate cortex, and dorsal posterior cingulate cortex) as major hubs anchoring multiple large-scale brain networks. We begin with a review of evidence from intrinsic functional connectivity and diffusion tensor imaging studies to show how connections within and between cingulate-centered networks contribute to processing and integrating signals related to autonomic, affective, executive, and memory functions. We then consider how variability in cingulate-centered networks could contribute to a range of aging outcomes, including typical aging and unusually successful aging (dubbed "superaging"), as well as early neurodegenerative dementias, including frontotemporal dementia and Alzheimer's disease.
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Affiliation(s)
- Alexandra Touroutoglou
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA, United States
| | - Bradford C Dickerson
- Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA, United States.
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34
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Kolanowski A, Gilmore-Bykovskyi A, Hill N, Massimo L, Mogle J. Measurement Challenges in Research With Individuals With Cognitive Impairment. Res Gerontol Nurs 2019; 12:7-15. [PMID: 30653646 PMCID: PMC6500490 DOI: 10.3928/19404921-20181212-06] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
This State of the Science Commentary responds to the preliminary recommendation from the National Research Summit on Dementia Care, Services and Supports for Persons with Dementia and Their Caregivers to develop and identify a broad array of outcome measures (objective and subjective) that are meaningful to different stakeholders. Five significant measurement challenges that nurse scientists confront when conducting research with individuals with cognitive impairment are presented: (a) assessment of subjective memory complaints; (b) validity of self-report; (c) ecological validity of cognitive performance measures; (d) use of biomarkers (neuroimaging) for describing the biological dynamics of symptoms; and (e) effect of high variability in measurement on statistical significance. Methods for addressing these challenges are offered. [Res Gerontol Nurs. 2019; 12(1):7-15.].
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35
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Kitamura S, Shimada H, Niwa F, Endo H, Shinotoh H, Takahata K, Kubota M, Takado Y, Hirano S, Kimura Y, Zhang MR, Kuwabara S, Suhara T, Higuchi M. Tau-induced focal neurotoxicity and network disruption related to apathy in Alzheimer's disease. J Neurol Neurosurg Psychiatry 2018; 89:1208-1214. [PMID: 29884723 PMCID: PMC6227800 DOI: 10.1136/jnnp-2018-317970] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2018] [Revised: 04/16/2018] [Accepted: 05/15/2018] [Indexed: 11/28/2022]
Abstract
OBJECTIVE Apathy is a common neuropsychological symptom in Alzheimer's disease (AD), and previous studies demonstrated that neuronal loss and network disruption in some brain regions play pivotal roles in the pathogenesis of apathy. However, contributions of tau and amyloid-β (Aβ) depositions, pathological hallmarks of AD, to the manifestation of apathy remain elusive. METHODS Seventeen patients with AD underwent positron emission tomography (PET) with 11C-pyridinyl-butadienyl-benzothiazole 3 (11C-PBB3) and 11C-Pittsburgh compound-B (11C-PiB) to estimate tau and Aβ accumulations using standardised uptake value ratio (SUVR) images. 11C-PBB3 and 11C-PiB SUVR were compared between AD patients with high and low Apathy Scale (AS) scores. Additionally, volumetric and diffusion tensor MRI was performed in those areas where any significant difference was observed in PET analyses. Correlation and path analyses among AS and estimated imaging parameters were also conducted. RESULTS AD patients with high AS scores showed higher 11C-PBB3 SUVR in the orbitofrontal cortex (OFC) than those with low AS scores, while 11C-PiB SUVR in any brain regions did not differ between them. Elevated 11C-PBB3 SUVR in OFC, decreased OFC thickness and decreased fractional anisotropy (FA) in the uncinate fasciculus (UNC), which is structurally connected to OFC, correlated significantly with increased scores of the AS. Path analysis indicated that increased 11C-PBB3 SUVR in OFC affects apathy directly and through reduction of OFC thickness and subsequent decrease of FA in UNC. CONCLUSIONS The present findings suggested that tau pathology in OFC may provoke focal neurotoxicity in OFC and the following disruption of the OFC-UNC network, leading to the emergence and progression of apathy in AD.
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Affiliation(s)
- Soichiro Kitamura
- Department of Functional Brain Imaging Research, National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology, Chiba, Japan
- Department of Psychiatry, Nara Medical University, Kashihara, Japan
| | - Hitoshi Shimada
- Department of Functional Brain Imaging Research, National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology, Chiba, Japan
| | - Fumitoshi Niwa
- Department of Neurology and Gerontology, Kyoto Prefectural University of Medicine, Kyoto, Japan
| | - Hironobu Endo
- Division of Neurology, Kobe University Graduate School of Medicine, Kobe, Japan
| | - Hitoshi Shinotoh
- Department of Functional Brain Imaging Research, National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology, Chiba, Japan
- Neurology Chiba Clinic, Chiba, Japan
| | - Keisuke Takahata
- Department of Functional Brain Imaging Research, National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology, Chiba, Japan
| | - Manabu Kubota
- Department of Functional Brain Imaging Research, National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology, Chiba, Japan
| | - Yuhei Takado
- Department of Functional Brain Imaging Research, National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology, Chiba, Japan
| | - Shigeki Hirano
- Department of Neurology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Yasuyuki Kimura
- Department of Functional Brain Imaging Research, National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology, Chiba, Japan
- Department of Clinical and Experimental Neuroimaging, Center for Development of Advanced Medicine for Dementia, National Center for Geriatrics and Gerontology, Obu, Japan
| | - Ming-Rong Zhang
- Department of Radiopharmaceutics Development, National Institute of Radiological Sciences (NIRS), National Institutes for Quantum and Radiological Science and Technology (QST), Chiba, Japan
| | - Satoshi Kuwabara
- Department of Neurology, Graduate School of Medicine, Chiba University, Chiba, Japan
| | - Tetsuya Suhara
- Department of Functional Brain Imaging Research, National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology, Chiba, Japan
| | - Makoto Higuchi
- Department of Functional Brain Imaging Research, National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology, Chiba, Japan
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Ferrucci R, Mrakic-Sposta S, Gardini S, Ruggiero F, Vergari M, Mameli F, Arighi A, Spallazzi M, Barocco F, Michelini G, Pietroboni AM, Ghezzi L, Fumagalli GG, D'Urso G, Caffarra P, Scarpini E, Priori A, Marceglia S. Behavioral and Neurophysiological Effects of Transcranial Direct Current Stimulation (tDCS) in Fronto-Temporal Dementia. Front Behav Neurosci 2018; 12:235. [PMID: 30420799 PMCID: PMC6215856 DOI: 10.3389/fnbeh.2018.00235] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2018] [Accepted: 09/20/2018] [Indexed: 11/13/2022] Open
Abstract
Fronto-temporal dementia (FTD) is the clinical-diagnostic term that is now preferred to describe patients with a range of progressive dementia syndromes associated with focal atrophy of the frontal and anterior temporal cerebral regions. Currently available FTD medications have been used to control behavioral symptoms, even though they are ineffective in some patients, expensive and may induce adverse effects. Alternative therapeutic approaches are worth pursuing, such as non-invasive brain stimulation with transcranial direct current (tDCS). tDCS has been demonstrated to influence neuronal excitability and reported to enhance cognitive performance in dementia. The aim of this study was to investigate whether applying Anodal tDCS (2 mA intensity, 20 min) over the fronto-temporal cortex bilaterally in five consecutive daily sessions would improve cognitive performance and behavior symptoms in FTD patients, also considering the neuromodulatory effect of stimulation on cortical electrical activity measured through EEG. We recruited 13 patients with FTD and we tested the effect of Anodal and Sham (i.e., placebo) tDCS in two separate experimental sessions. In each session, at baseline (T0), after 5 consecutive days (T1), after 1 week (T2), and after 4 weeks (T3) from the end of the treatment, cognitive and behavioral functions were tested. EEG (21 electrodes, 10-20 international system) was recorded for 5 min with eyes closed at the same time points in nine patients. The present findings showed that Anodal tDCS applied bilaterally over the fronto-temporal cortex significantly improves (1) neuropsychiatric symptoms (as measured by the neuropsychiatric inventory, NPI) in FTD patients immediately after tDCS treatment, and (2) simple visual reaction times (sVRTs) up to 1 month after tDCS treatment. These cognitive improvements significantly correlate with the time course of the slow EEG oscillations (delta and theta bands) measured at the same time points. Even though further studies on larger samples are needed, these findings support the effectiveness of Anodal tDCS over the fronto-temporal regions in FTD on attentional processes that might be correlated to a normalized EEG low-frequency pattern.
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Affiliation(s)
- Roberta Ferrucci
- Fondazione Ca' Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
- “Aldo Ravelli” Research Center for Neurotechnology and Experimental Brain Therapeutics, University of Milan Medical School, Milan, Italy
- III Neurological Clinic, San Paolo Hospital, Milan, Italy
| | - Simona Mrakic-Sposta
- Fondazione Ca' Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
- National Council of Research, Institute of Bioimaging and Molecular Physiology, Segrate, Italy
| | - Simona Gardini
- Department of Neuroscience, University of Parma, Parma, Italy
| | - Fabiana Ruggiero
- Fondazione Ca' Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Maurizio Vergari
- Fondazione Ca' Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Francesca Mameli
- Fondazione Ca' Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
| | - Andrea Arighi
- Fondazione Ca' Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
- Department of Pathophysiology and Transplantation, “Dino Ferrari” center, University of Milan, Milan, Italy
| | - Marco Spallazzi
- Dementia Unit, Azienda Ospedaliero-Universitaria of Parma, Parma, Italy
| | - Federica Barocco
- Dementia Unit, Azienda Ospedaliero-Universitaria of Parma, Parma, Italy
| | | | - Anna Margherita Pietroboni
- Fondazione Ca' Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
- Department of Pathophysiology and Transplantation, “Dino Ferrari” center, University of Milan, Milan, Italy
| | - Laura Ghezzi
- Fondazione Ca' Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
- Department of Pathophysiology and Transplantation, “Dino Ferrari” center, University of Milan, Milan, Italy
| | - Giorgio Giulio Fumagalli
- Fondazione Ca' Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
- Department of Pathophysiology and Transplantation, “Dino Ferrari” center, University of Milan, Milan, Italy
- Department of Neurosciences, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy
| | | | - Paolo Caffarra
- Dementia Unit, Azienda Ospedaliero-Universitaria of Parma, Parma, Italy
- Center for Cognitive Disorders and Dementia, AUSL of Parma, Parma, Italy
| | - Elio Scarpini
- Fondazione Ca' Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
- Department of Pathophysiology and Transplantation, “Dino Ferrari” center, University of Milan, Milan, Italy
| | - Alberto Priori
- “Aldo Ravelli” Research Center for Neurotechnology and Experimental Brain Therapeutics, University of Milan Medical School, Milan, Italy
- III Neurological Clinic, San Paolo Hospital, Milan, Italy
| | - Sara Marceglia
- Fondazione Ca' Granda, IRCCS Ospedale Maggiore Policlinico, Milan, Italy
- Department of Engineering and Architecture, University of Trieste, Trieste, Italy
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Femiano C, Trojsi F, Caiazzo G, Siciliano M, Passaniti C, Russo A, Bisecco A, Cirillo M, Monsurrò MR, Esposito F, Tedeschi G, Santangelo G. Apathy Is Correlated with Widespread Diffusion Tensor Imaging (DTI) Impairment in Amyotrophic Lateral Sclerosis. Behav Neurol 2018; 2018:2635202. [PMID: 30425751 PMCID: PMC6217902 DOI: 10.1155/2018/2635202] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2018] [Revised: 08/06/2018] [Accepted: 09/12/2018] [Indexed: 01/17/2023] Open
Abstract
Apathy is recognized as the most common behavioral change in several neurodegenerative diseases, including amyotrophic lateral sclerosis (ALS), a multisystem neurodegenerative disorder. Particularly, apathy has been reported to be associated with poor ALS prognosis. However, the brain microstructural correlates of this behavioral symptom, reported as the most common in ALS, have not been completely elucidated. Using diffusion tensor imaging (DTI) and tract-based spatial statistics (TBSS), here we aimed to quantify the correlation between brain microstructural damage and apathy scores in the early stages of ALS. Twenty-one consecutive ALS patients, in King's clinical stage 1 or 2, and 19 age- and sex-matched healthy controls (HCs) underwent magnetic resonance imaging and neuropsychological examination. Between-group comparisons did not show any significant difference on cognitive and behavioral variables. When compared to HCs, ALS patients exhibited a decreased fractional anisotropy (FA) [p < .05, threshold-free cluster enhancement (TFCE) corrected] in the corpus callosum and in bilateral anterior cingulate cortices. Self-rated Apathy Evaluation Scale (AES) scores and self-rated apathy T-scores of the Frontal Systems Behavior (FrSBe) scale were found inversely correlated to FA measures (p < .05, TFCE corrected) in widespread white matter (WM) areas, including several associative fiber tracts in the frontal, temporal, and parietal lobes. These results point towards an early microstructural degeneration of brain areas biologically involved in cognition and behavior regulation in ALS. Moreover, the significant correlations between apathy and DTI measures in several brain areas may suggest that subtle WM changes may be associated with mild behavioral symptoms in ALS even in the absence of overt cognitive and behavioral impairment.
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Affiliation(s)
- Cinzia Femiano
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences; MRI Research Center SUN-FISM, Università degli Studi della Campania “Luigi Vanvitelli”, Naples, Italy
| | - Francesca Trojsi
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences; MRI Research Center SUN-FISM, Università degli Studi della Campania “Luigi Vanvitelli”, Naples, Italy
| | - Giuseppina Caiazzo
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences; MRI Research Center SUN-FISM, Università degli Studi della Campania “Luigi Vanvitelli”, Naples, Italy
| | - Mattia Siciliano
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences; MRI Research Center SUN-FISM, Università degli Studi della Campania “Luigi Vanvitelli”, Naples, Italy
- Department of Psychology, Università degli Studi della Campania “Luigi Vanvitelli”, Naples, Italy
| | - Carla Passaniti
- Department of Psychology, Università degli Studi della Campania “Luigi Vanvitelli”, Naples, Italy
| | - Antonio Russo
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences; MRI Research Center SUN-FISM, Università degli Studi della Campania “Luigi Vanvitelli”, Naples, Italy
| | - Alvino Bisecco
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences; MRI Research Center SUN-FISM, Università degli Studi della Campania “Luigi Vanvitelli”, Naples, Italy
| | - Mario Cirillo
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences; MRI Research Center SUN-FISM, Università degli Studi della Campania “Luigi Vanvitelli”, Naples, Italy
| | - Maria Rosaria Monsurrò
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences; MRI Research Center SUN-FISM, Università degli Studi della Campania “Luigi Vanvitelli”, Naples, Italy
| | - Fabrizio Esposito
- Department of Medicine, Surgery and Dentistry, Scuola Medica Salernitana, University of Salerno, Baronissi, Salerno, Italy
| | - Gioacchino Tedeschi
- Department of Medical, Surgical, Neurological, Metabolic and Aging Sciences; MRI Research Center SUN-FISM, Università degli Studi della Campania “Luigi Vanvitelli”, Naples, Italy
| | - Gabriella Santangelo
- Department of Psychology, Università degli Studi della Campania “Luigi Vanvitelli”, Naples, Italy
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39
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Wong S, Balleine BW, Kumfor F. A new framework for conceptualizing symptoms in frontotemporal dementia: from animal models to the clinic. Brain 2018; 141:2245-2254. [DOI: 10.1093/brain/awy123] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2017] [Accepted: 03/13/2018] [Indexed: 12/11/2022] Open
Affiliation(s)
- Stephanie Wong
- The University of Sydney, School of Psychology and Brain and Mind Centre, Sydney, NSW, Australia
- ARC Centre of Excellence in Cognition and its Disorders, Sydney, NSW, Australia
| | - Bernard W Balleine
- University of New South Wales, School of Psychology, Sydney, NSW, Australia
| | - Fiona Kumfor
- The University of Sydney, School of Psychology and Brain and Mind Centre, Sydney, NSW, Australia
- ARC Centre of Excellence in Cognition and its Disorders, Sydney, NSW, Australia
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40
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Kellmeyer P, Grosse-Wentrup M, Schulze-Bonhage A, Ziemann U, Ball T. Electrophysiological correlates of neurodegeneration in motor and non-motor brain regions in amyotrophic lateral sclerosis-implications for brain-computer interfacing. J Neural Eng 2018; 15:041003. [PMID: 29676287 DOI: 10.1088/1741-2552/aabfa5] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
OBJECTIVE For patients with amyotrophic lateral sclerosis (ALS) who are suffering from severe communication or motor problems, brain-computer interfaces (BCIs) can improve the quality of life and patient autonomy. However, current BCI systems are not as widely used as their potential and patient demand would let assume. This underutilization is a result of technological as well as user-based limitations but also of the comparatively poor performance of currently existing BCIs in patients with late-stage ALS, particularly in the locked-in state. APPROACH Here we review a broad range of electrophysiological studies in ALS patients with the aim to identify electrophysiological correlates of ALS-related neurodegeneration in motor and non-motor brain regions in to better understand potential neurophysiological limitations of current BCI systems for ALS patients. To this end we analyze studies in ALS patients that investigated basic sensory evoked potentials, resting-state and task-based paradigms using electroencephalography or electrocorticography for basic research purposes as well as for brain-computer interfacing. Main results and significance. Our review underscores that, similarly to mounting evidence from neuroimaging and neuropathology, electrophysiological measures too indicate neurodegeneration in non-motor areas in ALS. Furthermore, we identify an unexpected gap of basic and advanced electrophysiological studies in late-stage ALS patients, particularly in the locked-in state. We propose a research strategy on how to fill this gap in order to improve the design and performance of future BCI systems for this patient group.
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Affiliation(s)
- Philipp Kellmeyer
- Translational Neurotechnology Lab, Department of Neurosurgery, Medical Center-University of Freiburg, Freiburg im Breisgau, Germany. Cluster of Excellence BrainLinks-BrainTools, University of Freiburg, Freiburg im Breisgau, Germany
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41
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Ducharme S, Price BH, Dickerson BC. Apathy: a neurocircuitry model based on frontotemporal dementia. J Neurol Neurosurg Psychiatry 2018; 89:389-396. [PMID: 29066518 PMCID: PMC6561783 DOI: 10.1136/jnnp-2017-316277] [Citation(s) in RCA: 50] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2017] [Revised: 08/02/2017] [Accepted: 09/14/2017] [Indexed: 01/14/2023]
Abstract
Apathy is a symptom shared among many neurological and psychiatric disorders. However, the underlying neurocircuitry remains incompletely understood. Apathy is one of the core features of behavioural variant frontotemporal dementia (bvFTD), a neurodegenerative disease presenting with heterogeneous combinations of socioaffective symptoms and executive dysfunction. We reviewed all neuroimaging studies of apathy in frontotemporal dementia (FTD) attempting to refine a neurocircuitry model and inform clinical definitions. Levels of apathy have been consistently shown to correlate with the severity of executive dysfunctions across a wide range of diseases, including FTD. Some authors view 'energisation'-the loss of which is central in apathy-as a core executive function. Apathy in FTD is most robustly associated with atrophy, hypometabolism and/or hypoperfusion in the dorsolateral prefrontal cortex, the anterior and middle cingulate cortex, the orbitofrontal cortex and the medial and ventromedial superior frontal gyri. Data also suggest that abnormalities in connecting white matter pathways and functionally connected more posterior cortical areas could contribute to apathy. There is a lack of consistency across studies due to small samples, lenient statistical thresholds, variable measurement scales and the focus on apathy as a unitary concept. Integrating findings across studies, we revise a neurocircuitry model of apathy divided along three subcomponents (cognition/planning, initiation, emotional-affective/motivation) with specific neuroanatomical and cognitive substrates. To increase consistency in clinical practice, a recommendation is made to modify the bvFTD diagnostic criteria of apathy/inertia. More generally, we argue that bvFTD constitutes a disease model to study the neurocircuitry of complex behaviours as a 'lesion-based' approach to neuropsychiatric symptoms observed across diagnostic categories.
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Affiliation(s)
- Simon Ducharme
- Department of Psychiatry, Montreal Neurological Institute and McGill University Health Centre, Montreal, Québec, Canada.,Department of Neurology and Neurosurgery, McGill University, Montreal, Québec, Canada
| | - Bruce H Price
- Department of Neurology, Harvard University, McLean Hospital, Boston, Massachusetts, USA
| | - Bradford C Dickerson
- Department of Neurology, Harvard Medical School, Massachusetts General Hospital, Boston, Massachusetts, USA
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42
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Massimo L, Kales HC, Kolanowski A. State of the Science: Apathy As a Model for Investigating Behavioral and Psychological Symptoms in Dementia. J Am Geriatr Soc 2018; 66 Suppl 1:S4-S12. [PMID: 29659001 PMCID: PMC5905718 DOI: 10.1111/jgs.15343] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2017] [Revised: 01/26/2018] [Accepted: 02/05/2018] [Indexed: 12/01/2022]
Abstract
Apathy is one of the most common and pervasive of the behavioral and psychological symptoms of dementia (BPSDs). Apathy has profound consequences for morbidity, mortality, and caregiver burden. Treatment of apathy has been hindered because of poor understanding of the mechanisms underlying this heterogeneous syndrome. Research has demonstrated that apathy is associated with disruption of the frontal-striatal system in individuals with neurodegenerative disease. As with other BPSDs, these neural mechanisms alone do not completely account for the syndrome; individual, caregiver, and environmental factors also contribute to apathy. In this article, we modify a current conceptual model of the factors contributing to BPSDs to examine determinants of apathy. This integrative model provides a more complete and theoretically informed understanding of apathy, allowing for greater insight into potential targets for research, intervention, and care. We end by proposing an agenda for moving the science of BPSDs in general, and apathy in particular, forward.
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Affiliation(s)
- Lauren Massimo
- College of Nursing, Pennsylvania State University, University Park, Pennsylvania
- Frontotemporal Degeneration Center, Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Helen C Kales
- Program for Positive Aging, Department of Psychiatry, University of Michigan, Ann Arbor, Michigan
| | - Ann Kolanowski
- College of Nursing, Pennsylvania State University, University Park, Pennsylvania
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43
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Apathy in Alzheimer's disease and frontotemporal dementia: Distinct clinical profiles and neural correlates. Cortex 2018; 103:350-359. [PMID: 29704671 DOI: 10.1016/j.cortex.2018.03.019] [Citation(s) in RCA: 66] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2017] [Revised: 02/19/2018] [Accepted: 03/19/2018] [Indexed: 01/28/2023]
Abstract
OBJECTIVE Apathy is the most prevalent and disabling non-cognitive symptom of dementia and affects 90% of patients across the disease course. Despite its pervasiveness, how apathy manifests across dementia syndromes and the neurobiological mechanisms driving these symptoms are poorly understood. Here, we applied the multidimensional ABC model of apathy, which recognizes Affective, Behavioural and Cognitive apathy, in Alzheimer's disease (AD) and behavioural-variant frontotemporal dementia (bvFTD). METHODS One hundred and twenty-two patients (53 AD; 69 bvFTD) were included. Informants completed the Neuropsychiatric Inventory (NPI), Cambridge Behavioral Inventory and Disability and Dementia scale to quantify Affective, Behavioural and Cognitive apathy. All patients underwent structural magnetic resonance imaging (MRI) and voxel-based morphometry (VBM) was employed to identify brain regions correlated with increased Affective, Behavioural and Cognitive apathy. RESULTS On the NPI, 60% of AD and 84% of bvFTD patients had some degree of apathy, but bvFTD had more severe and more frequent symptoms than AD. Importantly, bvFTD patients had higher affective and cognitive apathy whereas AD had higher cognitive apathy only. Neuroimaging analyses revealed that affective apathy was associated with the ventral prefrontal cortex; behavioural apathy with the basal ganglia; and cognitive apathy with the dorsomedial prefrontal cortex. Finally, affective and behavioural apathy significantly predicted carer burden. CONCLUSIONS Our results support the notion that apathy is multidimensional and manifests differently across dementia syndromes. Thus, novel interventions which target these divergent mechanisms will be necessary to improve motivation and goal-directed behaviour in people with dementia.
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Huey ED, Lee S, Cheran G, Grafman J, Devanand DP. Brain Regions Involved in Arousal and Reward Processing are Associated with Apathy in Alzheimer's Disease and Frontotemporal Dementia. J Alzheimers Dis 2018; 55:551-558. [PMID: 27802220 DOI: 10.3233/jad-160107] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Apathy is a common and problematic symptom of several neurodegenerative illnesses, but its neuroanatomical bases are not understood. OBJECTIVE To determine the regions associated with apathy in subjects with mild Alzheimer's disease (AD) using a method that accounts for the significant co-linearity of regional atrophy and neuropsychiatric symptoms. METHODS We identified 57 subjects with mild AD (CDR = 1) and neuropsychiatric symptoms in the Alzheimer's Disease Neuroimaging Initiative (ADNI) database. We performed a multivariate multiple regression with LASSO regularization on all symptom subscales of the Neuropsychiatric Inventory and the whole-brain ROI volumes calculated from their baseline MRIs with FreeSurfer. We compared our results to those from a previous study using the same method in patients with frontotemporal dementia (FTD) and corticobasal syndrome (CBS). RESULTS Of neuropsychiatric symptoms, apathy showed the most robust neuroanatomical associations in the AD subjects. Atrophy of the following regions were independently associated with apathy: the ventromedial prefrontal cortex; ventrolateral prefrontal cortex; posterior cingulate cortex and adjacent lateral cortex; and the bank of the superior temporal sulcus. These results replicate previous studies using FTD and CBS patients, mostly agree with the previous literature on apathy in AD, and correspond to the Medial and Orbital Prefrontal Cortex networks identified in non-human primates. CONCLUSION The current study, previous studies from our laboratory, and the previous literature suggest that impairment of the same brain networks involved in arousal, threat response, and reward processing are associated with apathy in AD and FTD.
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Affiliation(s)
- Edward D Huey
- Taub Institute and Gertrude H. Sergievsky Center, Columbia University Medical Center, New York, NY, USA.,Division of Geriatric Psychiatry, Department of Psychiatry, Columbia University, College of Physicians and Surgeons and New York State Psychiatric Institute, New York, NY, USA.,Department of Neurology, Columbia University, College of Physicians and Surgeons, New York, NY, USA.,Department of Psychiatry, Columbia University, College of Physicians and Surgeons and New York State Psychiatric Institute, Columbia University, New York, NY, USA
| | - Seonjoo Lee
- Department of Psychiatry, Columbia University, College of Physicians and Surgeons and New York State Psychiatric Institute, Columbia University, New York, NY, USA.,Department of Biostatistics, Columbia University, College of Physicians and Surgeons, New York, NY, USA
| | - Gayathri Cheran
- Department of Neurology, Columbia University, College of Physicians and Surgeons, New York, NY, USA
| | - Jordan Grafman
- Brain Injury Research Program, Rehabilitation Institute of Chicago, Chicago, IL, USA.,Northwestern University, Chicago, IL, USA
| | - Davangere P Devanand
- Division of Geriatric Psychiatry, Department of Psychiatry, Columbia University, College of Physicians and Surgeons and New York State Psychiatric Institute, New York, NY, USA.,Department of Psychiatry, Columbia University, College of Physicians and Surgeons and New York State Psychiatric Institute, Columbia University, New York, NY, USA
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45
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Social and cognitive control skills in long-life occupation activities modulate the brain reserve in the behavioural variant of frontotemporal dementia. Cortex 2018; 99:311-318. [DOI: 10.1016/j.cortex.2017.12.006] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2017] [Revised: 07/18/2017] [Accepted: 12/07/2017] [Indexed: 12/21/2022]
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46
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Irwin DJ, McMillan CT, Xie SX, Rascovsky K, Van Deerlin VM, Coslett HB, Hamilton R, Aguirre GK, Lee EB, Lee VMY, Trojanowski JQ, Grossman M. Asymmetry of post-mortem neuropathology in behavioural-variant frontotemporal dementia. Brain 2018; 141:288-301. [PMID: 29228211 PMCID: PMC5837322 DOI: 10.1093/brain/awx319] [Citation(s) in RCA: 53] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2017] [Revised: 08/18/2017] [Accepted: 10/14/2017] [Indexed: 12/12/2022] Open
Abstract
Antemortem behavioural and anatomic abnormalities have largely been associated with right hemisphere disease in behavioural-variant frontotemporal dementia, but post-mortem neuropathological examination of bilateral hemispheres remains to be defined. Here we measured the severity of post-mortem pathology in both grey and white matter using a validated digital image analysis method in four cortical regions sampled from each hemisphere in 26 patients with behavioural-variant frontotemporal dementia, including those with frontotemporal degeneration (i.e. tau = 9, TDP-43 = 14, or FUS = 1 proteinopathy) or Alzheimer's pathology (n = 2). We calculated an asymmetry index based on the difference in measured pathology from each left-right sample pair. Analysis of the absolute value of the asymmetry index (i.e. degree of asymmetry independent of direction) revealed asymmetric pathology for both grey and white matter in all four regions sampled in frontototemporal degeneration patients with tau or TDP-43 pathology (P ≤ 0.01). Direct interhemispheric comparisons of regional pathology measurements within-subjects in the combined tauopathy and TDP-43 proteinopathy group found higher pathology in the right orbitofrontal grey matter compared to the left (P < 0.01) and increased pathology in ventrolateral temporal lobe grey matter of the left hemisphere compared to the right (P < 0.02). Preliminary group-wise comparisons between tauopathy and TDP-43 proteinopathy groups found differences in patterns of interhemispheric burden of grey and white matter regional pathology, with greater relative white matter pathology in tauopathies. To test the association of pathology measurement with ante-mortem observations, we performed exploratory analyses in the subset of patients with imaging data (n = 15) and found a direct association for increasing pathologic burden with decreasing cortical thickness in frontotemporal regions on ante-mortem imaging in tauopathy (P = 0.001) and a trend for TDP-43 proteinopathy (P = 0.06). Exploratory clinicopathological correlations demonstrated an association of socially-inappropriate behaviours with asymmetric right orbitofrontal grey matter pathology, and reduced semantically-guided category naming fluency was associated asymmetric white matter pathology in the left ventrolateral temporal region. We conclude that pathologic disease burden is distributed asymmetrically in behavioural-variant frontotemporal dementia, although not universally in the right hemisphere, and this asymmetry contributes to the clinical heterogeneity of the disorder. The basis for this asymmetric profile is enigmatic but may reflect distinct species or strains of tau and TDP-43 pathologies with propensities to spread by distinct cell- and region-specific mechanisms. Patterns of region-specific pathology in the right hemisphere as well as the left hemisphere may play a role in antemortem clinical observations, and these observations may contribute to antemortem identification of molecular pathology in frontotemporal degeneration.
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Affiliation(s)
- David J Irwin
- Penn Frontotemporal Degeneration Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Center for Neurodegenerative Disease Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Corey T McMillan
- Penn Frontotemporal Degeneration Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Sharon X Xie
- Department of Biostatistics, Epidemiology and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Katya Rascovsky
- Penn Frontotemporal Degeneration Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Vivianna M Van Deerlin
- Alzheimer’s Disease Core Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - H Branch Coslett
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Center for Cognitive Neuroscience, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Roy Hamilton
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Center for Cognitive Neuroscience, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Geoffrey K Aguirre
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Center for Cognitive Neuroscience, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Edward B Lee
- Center for Neurodegenerative Disease Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Alzheimer’s Disease Core Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Translational Neuropathology Research Laboratory, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Virginia M Y Lee
- Center for Neurodegenerative Disease Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Alzheimer’s Disease Core Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - John Q Trojanowski
- Center for Neurodegenerative Disease Research, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Alzheimer’s Disease Core Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Murray Grossman
- Penn Frontotemporal Degeneration Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
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Nevler N, Ash S, Jester C, Irwin DJ, Liberman M, Grossman M. Automatic measurement of prosody in behavioral variant FTD. Neurology 2017; 89:650-656. [PMID: 28724588 PMCID: PMC5562969 DOI: 10.1212/wnl.0000000000004236] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2017] [Accepted: 04/21/2017] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To help understand speech changes in behavioral variant frontotemporal dementia (bvFTD), we developed and implemented automatic methods of speech analysis for quantification of prosody, and evaluated clinical and anatomical correlations. METHODS We analyzed semi-structured, digitized speech samples from 32 patients with bvFTD (21 male, mean age 63 ± 8.5, mean disease duration 4 ± 3.1 years) and 17 matched healthy controls (HC). We automatically extracted fundamental frequency (f0, the physical property of sound most closely correlating with perceived pitch) and computed pitch range on a logarithmic scale (semitone) that controls for individual and sex differences. We correlated f0 range with neuropsychiatric tests, and related f0 range to gray matter (GM) atrophy using 3T T1 MRI. RESULTS We found significantly reduced f0 range in patients with bvFTD (mean 4.3 ± 1.8 ST) compared to HC (5.8 ± 2.1 ST; p = 0.03). Regression related reduced f0 range in bvFTD to GM atrophy in bilateral inferior and dorsomedial frontal as well as left anterior cingulate and anterior insular regions. CONCLUSIONS Reduced f0 range reflects impaired prosody in bvFTD. This is associated with neuroanatomic networks implicated in language production and social disorders centered in the frontal lobe. These findings support the feasibility of automated speech analysis in frontotemporal dementia and other disorders.
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Affiliation(s)
- Naomi Nevler
- From the Penn Frontotemporal Degeneration Center, Department of Neurology (N.N., S.A., C.J., D.J.I., M.G.), and Linguistic Data Consortium (M.L.), University of Pennsylvania, Philadelphia.
| | - Sharon Ash
- From the Penn Frontotemporal Degeneration Center, Department of Neurology (N.N., S.A., C.J., D.J.I., M.G.), and Linguistic Data Consortium (M.L.), University of Pennsylvania, Philadelphia
| | - Charles Jester
- From the Penn Frontotemporal Degeneration Center, Department of Neurology (N.N., S.A., C.J., D.J.I., M.G.), and Linguistic Data Consortium (M.L.), University of Pennsylvania, Philadelphia
| | - David J Irwin
- From the Penn Frontotemporal Degeneration Center, Department of Neurology (N.N., S.A., C.J., D.J.I., M.G.), and Linguistic Data Consortium (M.L.), University of Pennsylvania, Philadelphia
| | - Mark Liberman
- From the Penn Frontotemporal Degeneration Center, Department of Neurology (N.N., S.A., C.J., D.J.I., M.G.), and Linguistic Data Consortium (M.L.), University of Pennsylvania, Philadelphia
| | - Murray Grossman
- From the Penn Frontotemporal Degeneration Center, Department of Neurology (N.N., S.A., C.J., D.J.I., M.G.), and Linguistic Data Consortium (M.L.), University of Pennsylvania, Philadelphia.
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O'Connor CM, Landin-Romero R, Clemson L, Kaizik C, Daveson N, Hodges JR, Hsieh S, Piguet O, Mioshi E. Behavioral-variant frontotemporal dementia: Distinct phenotypes with unique functional profiles. Neurology 2017; 89:570-577. [PMID: 28701492 PMCID: PMC5562953 DOI: 10.1212/wnl.0000000000004215] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2017] [Accepted: 05/12/2017] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To identify distinct behavioral phenotypes of behavioral-variant frontotemporal dementia (bvFTD) and to elucidate differences in functional, neuroimaging, and progression to residential care placement. METHODS Eighty-eight patients with bvFTD were included in a cluster analysis applying levels of disinhibition and apathy (Cambridge Behavioural Inventory-Revised) to identify phenotypic subgroups. Between-group (Kruskal-Wallis, Mann-Whitney U) functional differences (Disability Assessment for Dementia) and time to residential care placement (survival analyses) were examined. Cortical thickness differences (whole-brain MRI) were analyzed in patients with bvFTD vs healthy controls (n = 30) and between phenotypic subgroups. RESULTS Four phenotypic subgroups were identified: primary severe apathy (n = 26), severe apathy and disinhibition (n = 26), mild apathy and disinhibition (n = 27), and primary severe disinhibition (n = 9). Patients with severely apathetic phenotypes were more functionally impaired and had more extensive brain atrophy than those with mild apathy or severe disinhibition alone. Further imaging analyses indicated that the right middle temporal region is critical for the development of disinhibition, an association that remains with disease progression and in the context of severe apathy. Finally, no difference in time to residential care admission was found between phenotypes. CONCLUSIONS This study reveals that different clinical behavioral phenotypes of bvFTD have differing profiles of functional decline and distinct patterns of associated cortical changes. These findings emphasize the importance of apathy in functional impairment, highlight the role of the right temporal region in disinhibition, and suggest that disability may be a sensitive outcome measure for treatments targeting reduction of apathy. These phenotypes could also support understanding of prognosis and clinical management.
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Affiliation(s)
- Claire M O'Connor
- From the Ageing, Work and Health Research Unit (C.M.O., L.C.), Faculty of Health Sciences, University of Sydney; Neuroscience Research Australia and University of New South Wales (R.L.-R., C.K., N.D., J.R.H., S.H., O.P.); Australian Research Council Centre of Excellence in Cognition and Its Disorders (R.L.-R., J.R.H., S.H., O.P.), University of New South Wales; Brain and Mind Centre (R.L.-R., J.R.H., S.H., O.P.), Sydney, Australia; and School of Health Sciences (E.M.), University of East Anglia, Norwich, UK
| | - Ramon Landin-Romero
- From the Ageing, Work and Health Research Unit (C.M.O., L.C.), Faculty of Health Sciences, University of Sydney; Neuroscience Research Australia and University of New South Wales (R.L.-R., C.K., N.D., J.R.H., S.H., O.P.); Australian Research Council Centre of Excellence in Cognition and Its Disorders (R.L.-R., J.R.H., S.H., O.P.), University of New South Wales; Brain and Mind Centre (R.L.-R., J.R.H., S.H., O.P.), Sydney, Australia; and School of Health Sciences (E.M.), University of East Anglia, Norwich, UK
| | - Lindy Clemson
- From the Ageing, Work and Health Research Unit (C.M.O., L.C.), Faculty of Health Sciences, University of Sydney; Neuroscience Research Australia and University of New South Wales (R.L.-R., C.K., N.D., J.R.H., S.H., O.P.); Australian Research Council Centre of Excellence in Cognition and Its Disorders (R.L.-R., J.R.H., S.H., O.P.), University of New South Wales; Brain and Mind Centre (R.L.-R., J.R.H., S.H., O.P.), Sydney, Australia; and School of Health Sciences (E.M.), University of East Anglia, Norwich, UK
| | - Cassandra Kaizik
- From the Ageing, Work and Health Research Unit (C.M.O., L.C.), Faculty of Health Sciences, University of Sydney; Neuroscience Research Australia and University of New South Wales (R.L.-R., C.K., N.D., J.R.H., S.H., O.P.); Australian Research Council Centre of Excellence in Cognition and Its Disorders (R.L.-R., J.R.H., S.H., O.P.), University of New South Wales; Brain and Mind Centre (R.L.-R., J.R.H., S.H., O.P.), Sydney, Australia; and School of Health Sciences (E.M.), University of East Anglia, Norwich, UK
| | - Naomi Daveson
- From the Ageing, Work and Health Research Unit (C.M.O., L.C.), Faculty of Health Sciences, University of Sydney; Neuroscience Research Australia and University of New South Wales (R.L.-R., C.K., N.D., J.R.H., S.H., O.P.); Australian Research Council Centre of Excellence in Cognition and Its Disorders (R.L.-R., J.R.H., S.H., O.P.), University of New South Wales; Brain and Mind Centre (R.L.-R., J.R.H., S.H., O.P.), Sydney, Australia; and School of Health Sciences (E.M.), University of East Anglia, Norwich, UK
| | - John R Hodges
- From the Ageing, Work and Health Research Unit (C.M.O., L.C.), Faculty of Health Sciences, University of Sydney; Neuroscience Research Australia and University of New South Wales (R.L.-R., C.K., N.D., J.R.H., S.H., O.P.); Australian Research Council Centre of Excellence in Cognition and Its Disorders (R.L.-R., J.R.H., S.H., O.P.), University of New South Wales; Brain and Mind Centre (R.L.-R., J.R.H., S.H., O.P.), Sydney, Australia; and School of Health Sciences (E.M.), University of East Anglia, Norwich, UK
| | - Sharpley Hsieh
- From the Ageing, Work and Health Research Unit (C.M.O., L.C.), Faculty of Health Sciences, University of Sydney; Neuroscience Research Australia and University of New South Wales (R.L.-R., C.K., N.D., J.R.H., S.H., O.P.); Australian Research Council Centre of Excellence in Cognition and Its Disorders (R.L.-R., J.R.H., S.H., O.P.), University of New South Wales; Brain and Mind Centre (R.L.-R., J.R.H., S.H., O.P.), Sydney, Australia; and School of Health Sciences (E.M.), University of East Anglia, Norwich, UK
| | - Olivier Piguet
- From the Ageing, Work and Health Research Unit (C.M.O., L.C.), Faculty of Health Sciences, University of Sydney; Neuroscience Research Australia and University of New South Wales (R.L.-R., C.K., N.D., J.R.H., S.H., O.P.); Australian Research Council Centre of Excellence in Cognition and Its Disorders (R.L.-R., J.R.H., S.H., O.P.), University of New South Wales; Brain and Mind Centre (R.L.-R., J.R.H., S.H., O.P.), Sydney, Australia; and School of Health Sciences (E.M.), University of East Anglia, Norwich, UK
| | - Eneida Mioshi
- From the Ageing, Work and Health Research Unit (C.M.O., L.C.), Faculty of Health Sciences, University of Sydney; Neuroscience Research Australia and University of New South Wales (R.L.-R., C.K., N.D., J.R.H., S.H., O.P.); Australian Research Council Centre of Excellence in Cognition and Its Disorders (R.L.-R., J.R.H., S.H., O.P.), University of New South Wales; Brain and Mind Centre (R.L.-R., J.R.H., S.H., O.P.), Sydney, Australia; and School of Health Sciences (E.M.), University of East Anglia, Norwich, UK.
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Moretti R, Signori R. Neural Correlates for Apathy: Frontal-Prefrontal and Parietal Cortical- Subcortical Circuits. Front Aging Neurosci 2016; 8:289. [PMID: 28018207 PMCID: PMC5145860 DOI: 10.3389/fnagi.2016.00289] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2016] [Accepted: 11/15/2016] [Indexed: 01/10/2023] Open
Abstract
Apathy is an uncertain nosographical entity, which includes reduced motivation, abulia, decreased empathy, and lack of emotional involvement; it is an important and heavy-burden clinical condition which strongly impacts in everyday life events, affects the common daily living abilities, reduced the inner goal directed behavior, and gives the heaviest burden on caregivers. Is a quite common comorbidity of many neurological disease, However, there is no definite consensus on the role of apathy in clinical practice, no definite data on anatomical circuits involved in its development, and no definite instrument to detect it at bedside. As a general observation, the occurrence of apathy is connected to damage of prefrontal cortex (PFC) and basal ganglia; “emotional affective” apathy may be related to the orbitomedial PFC and ventral striatum; “cognitive apathy” may be associated with dysfunction of lateral PFC and dorsal caudate nuclei; deficit of “autoactivation” may be due to bilateral lesions of the internal portion of globus pallidus, bilateral paramedian thalamic lesions, or the dorsomedial portion of PFC. On the other hand, apathy severity has been connected to neurofibrillary tangles density in the anterior cingulate gyrus and to gray matter atrophy in the anterior cingulate (ACC) and in the left medial frontal cortex, confirmed by functional imaging studies. These neural networks are linked to projects, judjing and planning, execution and selection common actions, and through the basolateral amygdala and nucleus accumbens projects to the frontostriatal and to the dorsolateral prefrontal cortex. Therefore, an alteration of these circuitry caused a lack of insight, a reduction of decision-making strategies, and a reduced speedness in action decision, major responsible for apathy. Emergent role concerns also the parietal cortex, with its direct action motivation control. We will discuss the importance of these circuits in different pathologies, degenerative or vascular, acute or chronic.
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Affiliation(s)
- Rita Moretti
- Neurology Clinic, Department of Medicine, Surgery and Health Sciences, University of Trieste Trieste, Italy
| | - Riccardo Signori
- Neurology Clinic, Department of Medicine, Surgery and Health Sciences, University of Trieste Trieste, Italy
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Fitts W, Massimo L, Lim N, Grossman M, Dahodwala N. Computerized assessment of goal-directed behavior in Parkinson's disease. J Clin Exp Neuropsychol 2016; 38:1015-25. [PMID: 27270271 PMCID: PMC4979569 DOI: 10.1080/13803395.2016.1184232] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
INTRODUCTION Apathy is a syndrome characterized by a reduction in goal-directed behavior. Neurodegenerative diseases frequently exhibit apathy. However, we lack an objective measure of apathy. The Philadelphia Apathy Computerized Task (PACT) measures impairments in goal-directed behavior that contribute to apathy, including initiation, planning, and motivation. We sought to examine these mechanisms in Parkinson's disease (PD) patients. METHOD PD patients and healthy controls with a caregiver were recruited for the study. Participants were administered the PACT, a novel computerized assessment of goal-directed behavior based on reaction times, and the Starkstein Apathy Scale (AS). Care partners completed the Neuropsychiatric Inventory (NPI). Baseline demographic characteristics of PD and control participants were compared using t tests and Wilcoxon rank sum tests. Linear regressions were used to compare PD patients to controls on each of the three PACT subtasks (initiation, planning, and motivation) while controlling for motor slowing. We then compared performance on each PACT subtask between PD subjects defined as apathetic using the NPI and Starkstein Apathy Scale and controls. RESULTS We included 30 PD and 15 control participants in the analysis. When controlling for motor slowing, both all PD and PD apathetic subjects were significantly slower than controls on the planning task and on the initiation task. There were no significant differences between PD patients and controls on the motivation tasks. CONCLUSIONS PD patients showed specific initiation and planning deficits compared to control participants. After using traditional scales to define apathy, PD apathetic patients still exhibited impaired initiation and planning behaviors. These results suggest that the PACT measures aspects of impaired goal-directed behavior that may contribute to apathy in PD.
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Affiliation(s)
- Whitney Fitts
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania
| | - Lauren Massimo
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania
| | - Nicholas Lim
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania
| | - Murray Grossman
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania
| | - Nabila Dahodwala
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania
- Institute on Aging, Perelman School of Medicine, University of Pennsylvania
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