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Armijo-Weingart L, San Martin L, Gallegos S, Araya A, Konar-Nie M, Fernandez-Pérez E, Aguayo LG. Loss of glycine receptors in the nucleus accumbens and ethanol reward in an Alzheimer´s Disease mouse model. Prog Neurobiol 2024; 237:102616. [PMID: 38723884 PMCID: PMC11163974 DOI: 10.1016/j.pneurobio.2024.102616] [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: 11/29/2023] [Revised: 03/21/2024] [Accepted: 05/01/2024] [Indexed: 05/12/2024]
Abstract
Alterations in cognitive and non-cognitive cerebral functions characterize Alzheimer's disease (AD). Cortical and hippocampal impairments related to extracellular accumulation of Aβ in AD animal models have been extensively investigated. However, recent reports have also implicated intracellular Aβ in limbic regions, such as the nucleus accumbens (nAc). Accumbal neurons express high levels of inhibitory glycine receptors (GlyRs) that are allosterically modulated by ethanol and have a role in controlling its intake. In the present study, we investigated how GlyRs in the 2xTg mice (AD model) affect nAc functions and ethanol intake behavior. Using transgenic and control aged-matched litter mates, we found that the GlyRα2 subunit was significantly decreased in AD mice (6-month-old). We also examined intracellular calcium dynamics using the fluorescent calcium protein reporter GCaMP in slice photometry. We also found that the calcium signal mediated by GlyRs, but not GABAAR, was also reduced in AD neurons. Additionally, ethanol potentiation was significantly decreased in accumbal neurons in the AD mice. Finally, we performed drinking in the dark (DID) experiments and found that 2xTg mice consumed less ethanol on the last day of DID, in agreement with a lower blood ethanol concentration. 2xTg mice also showed lower sucrose consumption, indicating that overall food reward was altered. In conclusion, the data support the role of GlyRs in nAc neuron excitability and a decreased glycinergic activity in the 2xTg mice that might lead to impairment in reward processing at an early stage of the disease.
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Affiliation(s)
- Lorena Armijo-Weingart
- Laboratory of Neurophysiology, Department of Physiology, Universidad de Concepción, Chile; Programa de Neurociencia, Psiquiatría y Salud Mental (NEPSAM), Universidad de Concepción, Chile
| | - Loreto San Martin
- Laboratory of Neurophysiology, Department of Physiology, Universidad de Concepción, Chile; Programa de Neurociencia, Psiquiatría y Salud Mental (NEPSAM), Universidad de Concepción, Chile
| | - Scarlet Gallegos
- Laboratory of Neurophysiology, Department of Physiology, Universidad de Concepción, Chile
| | - Anibal Araya
- Laboratory of Neurophysiology, Department of Physiology, Universidad de Concepción, Chile
| | - Macarena Konar-Nie
- Laboratory of Neurophysiology, Department of Physiology, Universidad de Concepción, Chile
| | - Eduardo Fernandez-Pérez
- Laboratory of Neurophysiology, Department of Physiology, Universidad de Concepción, Chile; Programa de Neurociencia, Psiquiatría y Salud Mental (NEPSAM), Universidad de Concepción, Chile
| | - Luis G Aguayo
- Laboratory of Neurophysiology, Department of Physiology, Universidad de Concepción, Chile.
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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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Soleimani L, Schnaider Beeri M, Grossman H, Sano M, Zhu CW. Specific depression dimensions are associated with a faster rate of cognitive decline in older adults. ALZHEIMER'S & DEMENTIA (AMSTERDAM, NETHERLANDS) 2022; 14:e12268. [PMID: 35317432 PMCID: PMC8923346 DOI: 10.1002/dad2.12268] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Revised: 01/02/2022] [Accepted: 10/22/2021] [Indexed: 06/14/2023]
Abstract
Introduction Understanding the relationship between different depression presentations and cognitive outcome may elucidate high-risk sub-groups for cognitive decline. Methods In this study we utilized longitudinal data from the National Alzheimer's Coordinating Center (NACC) on 16,743 initially not demented older adults followed every 12 months for an average of 5 years. Depression dimensions were defined based on the 15-item Geriatric Depression Scale (GDS-15), that is, dysphoric mood, Withdrawal-Apathy-Vigor (WAV), anxiety, hopelessness, and subjective memory complaint (SMC). Results After adjustment for sociodemographic and clinical covariates, SMC and hopelessness were associated with faster decline in global cognition and all cognitive domains and WAV with decline executive function. Dysphoric mood and anxiety were not associated with a faster cognitive decline in any of the cognitive domains. Discussion Different depression dimensions had different associations with the rate of cognitive decline, suggesting distinct pathophysiology and the need for more targeted interventions.
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Affiliation(s)
- Laili Soleimani
- Department of PsychiatryThe Icahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
| | - Michal Schnaider Beeri
- Department of PsychiatryThe Icahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
- The Joseph Sagol Neuroscience CenterSheba Medical CenterTel‐HashomerIsrael
| | - Hillel Grossman
- Department of PsychiatryThe Icahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
- James J Peters VAMCBronxNew YorkUSA
| | - Mary Sano
- Department of PsychiatryThe Icahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
- James J Peters VAMCBronxNew YorkUSA
| | - Carolyn W. Zhu
- Department of PsychiatryThe Icahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
- James J Peters VAMCBronxNew YorkUSA
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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: 1] [Impact Index Per Article: 0.5] [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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Olivé I, Makris N, Densmore M, McKinnon MC, Lanius RA. Altered basal forebrain BOLD signal variability at rest in posttraumatic stress disorder: A potential candidate vulnerability mechanism for neurodegeneration in PTSD. Hum Brain Mapp 2021; 42:3561-3575. [PMID: 33960558 PMCID: PMC8249881 DOI: 10.1002/hbm.25454] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Revised: 03/15/2021] [Accepted: 04/11/2021] [Indexed: 12/11/2022] Open
Abstract
Individuals with posttraumatic stress disorder (PTSD) are at increased risk for the development of various forms of dementia. Nevertheless, the neuropathological link between PTSD and neurodegeneration remains unclear. Degeneration of the human basal forebrain constitutes a pathological hallmark of neurodegenerative diseases, such as Alzheimer's and Parkinson's disease. In this seed-based resting-state (rs-)fMRI study identifying as outcome measure the temporal BOLD signal fluctuation magnitude, a seed-to-voxel analyses assessed temporal correlations between the average BOLD signal within a bilateral whole basal forebrain region-of-interest and each whole-brain voxel among individuals with PTSD (n = 65), its dissociative subtype (PTSD+DS) (n = 38) and healthy controls (n = 46). We found that compared both with the PTSD and healthy controls groups, the PTSD+DS group exhibited increased BOLD signal variability within two nuclei of the seed region, specifically in its extended amygdaloid region: the nucleus accumbens and the sublenticular extended amygdala. This finding is provocative, because it mimics staging models of neurodegenerative diseases reporting allocation of neuropathology in early disease stages circumscribed to the basal forebrain. Here, underlying candidate etiopathogenetic mechanisms are neurovascular uncoupling, decreased connectivity in local- and large-scale neural networks, or disrupted mesolimbic dopaminergic circuitry, acting indirectly upon the basal forebrain cholinergic pathways. These abnormalities may underpin reward-related deficits representing a putative link between persistent traumatic memory in PTSD and anterograde memory deficits in neurodegeneration. Observed alterations of the basal forebrain in the dissociative subtype of PTSD point towards the urgent need for further exploration of this region as a potential candidate vulnerability mechanism for neurodegeneration in PTSD.
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Affiliation(s)
- Isadora Olivé
- Faculty of Brain Sciences, Division of PsychiatryUniversity College of LondonLondonUnited Kingdom
| | - Nikos Makris
- Departments of Psychiatry and Neurology Services, Center for Neural Systems InvestigationCenter for Morphometric Analysis, Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General HospitalBostonMassachusettsUSA
- Department of Psychiatry Neuroimaging LaboratoryBrigham and Women's Hospital, Harvard Medical SchoolBostonMassachusettsUSA
- Department of Anatomy & NeurobiologyBoston University School of MedicineBostonMassachusettsUSA
| | - Maria Densmore
- Department of PsychiatryUniversity of Western OntarioLondonOntarioCanada
- Imaging DivisionLawson Health Research InstituteLondonOntarioCanada
| | - Margaret C. McKinnon
- Department of Psychiatry and Behavioural NeurosciencesMcMaster UniversityHamiltonOntarioCanada
- Homewood Research InstituteGuelphOntarioCanada
- Mood Disorders ProgramSt Joseph's HealthcareHamiltonOntarioCanada
| | - Ruth A. Lanius
- Department of PsychiatryUniversity of Western OntarioLondonOntarioCanada
- Imaging DivisionLawson Health Research InstituteLondonOntarioCanada
- Department of NeurosciencesUniversity of Western OntarioLondonOntarioCanada
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de Jong‐Schmit BEM, Poortvliet RKE, Böhringer S, Bogaerts JMK, Achterberg WP, Husebo BS. Blood pressure, antihypertensive medication and neuropsychiatric symptoms in older people with dementia: The COSMOS study. Int J Geriatr Psychiatry 2021; 36:46-53. [PMID: 32748494 PMCID: PMC7756813 DOI: 10.1002/gps.5388] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Revised: 06/11/2020] [Accepted: 07/21/2020] [Indexed: 11/14/2022]
Abstract
OBJECTIVES Neuropsychiatric symptoms (NPS) are very common in older patients with dementia. There is increasing evidence that hypoperfusion of the brain plays a role in the development of NPS. The aim of this study is to assess whether there is an association between low systolic blood pressure (SBP) and NPS and if NPS are more prevalent in older people with dementia using antihypertensive medication. METHODS We studied the baseline data from participants in the Communication, Systematic pain treatment, Medication review, Organized activities and Safety study, a multicenter clustered trial with 765 participants from 72 nursing home units from 37 nursing homes in Norway. SBP (lowest quartile vs rest) and use of antihypertensive medication were predictors and Neuropsychiatric Inventory-Nursing Home version (NPI-NH) score (total and clusters) was the outcome. Missing data were imputed, except for missing data in predictors. We used a mixed model analysis adjusted for age, sex and Minimal Mental State Examination (MMSE) score. In a sensitivity analysis, continuous SBP values were used. RESULTS In total, 412 patients were included with a mean age of 86.9 years, 53.9% had a MMSE score of <11. There was no difference in total NPI-NH score between low and high SBP (difference -1.07, Pdj = 0.62). There was no difference between high and low SBP and the NPI clusters. The use of antihypertensive medication was not associated with a different total or cluster NPI-NH score compared to no use (difference -0.99, Padj = 0.95, Pall = 0.37-0.99, respectively). In the sensitivity analyses with the continuous SBP levels, there was no association between SBP and NPI-NH score (estimate 1.00, 95%CI 0.98-1.01, P = 0.25). CONCLUSION We found no association between low SBP and NPS, nor between antihypertensive use and NPS.
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Affiliation(s)
| | | | - Stefan Böhringer
- Department of Medical Statistics and BioinformaticsLeiden University Medical CenterLeidenThe Netherlands
| | - Jonathan M. K. Bogaerts
- Department of Public Health and Primary CareLeiden University Medical CenterLeidenThe Netherlands
| | - Wilco P. Achterberg
- Department of Public Health and Primary CareLeiden University Medical CenterLeidenThe Netherlands
| | - Bettina S. Husebo
- Department of Global Public Health and Primary CareCentre for Elderly and Nursing Home Medicine, University of BergenBergenNorway
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Belkhiria C, Vergara RC, San Martin S, Leiva A, Martinez M, Marcenaro B, Andrade M, Delano PH, Delgado C. Insula and Amygdala Atrophy Are Associated With Functional Impairment in Subjects With Presbycusis. Front Aging Neurosci 2020; 12:102. [PMID: 32410980 PMCID: PMC7198897 DOI: 10.3389/fnagi.2020.00102] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2019] [Accepted: 03/26/2020] [Indexed: 01/07/2023] Open
Abstract
Hearing loss is an important risk factor for dementia. However, the mechanisms that relate these disorders are still unknown. As a proxy of this relationship, we studied the structural brain changes associated with functional impairment in activities of daily living in subjects with age related hearing loss, or presbycusis. One hundred eleven independent, non-demented subjects older than 65 years recruited in the ANDES cohort were evaluated using a combined approach including (i) audiological tests: hearing thresholds and cochlear function measured by pure tone averages and the distortion product otoacoustic emissions respectively; (ii) behavioral variables: cognitive, neuropsychiatric, and functional impairment in activities of daily living measured by validated questionnaires; and (iii) structural brain imaging—assessed by magnetic resonance imaging at 3 Tesla. The mean age of the recruited subjects (69 females) was 73.95 ± 5.47 years (mean ± SD) with an average educational level of 9.44 ± 4.2 years of schooling. According to the audiometric hearing thresholds and presence of otoacoustic emissions, we studied three groups: controls with normal hearing (n = 36), presbycusis with preserved cochlear function (n = 33), and presbycusis with cochlear dysfunction (n = 38). We found a significant association (R2D = 0.17) between the number of detected otoacoustic emissions and apathy symptoms. The presbycusis with cochlear dysfunction group had worse performance than controls in global cognition, language and executive functions, and severe apathy symptoms than the other groups. The neuropsychiatric symptoms and language deficits were the main determinants of functional impairment in both groups of subjects with presbycusis. Atrophy of insula, amygdala, and other temporal areas were related with functional impairment, apathy, and language deficits in the presbycusis with cochlear dysfunction group. We conclude that (i) the neuropsychiatric symptoms had a major effect on functional loss in subjects with presbycusis, (ii) cochlear dysfunction is relevant for the association between hearing loss and behavioral impairment, and (iii) atrophy of the insula and amygdala among other temporal areas are related with hearing loss and behavioral impairment.
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Affiliation(s)
- Chama Belkhiria
- Neuroscience Department, Facultad de Medicina, Universidad de Chile, Santiago, Chile
| | - Rodrigo C Vergara
- Neuroscience Department, Facultad de Medicina, Universidad de Chile, Santiago, Chile.,Kinesiology Department, Facultad de Artes y Educación Física, Universidad Metropolitana de Ciencias de la Educación, Santiago, Chile
| | - Simón San Martin
- Neuroscience Department, Facultad de Medicina, Universidad de Chile, Santiago, Chile
| | - Alexis Leiva
- Neuroscience Department, Facultad de Medicina, Universidad de Chile, Santiago, Chile
| | - Melissa Martinez
- Neurology and Neurosurgery Department, Hospital Clínico de la Universidad de Chile, Santiago, Chile
| | - Bruno Marcenaro
- Neuroscience Department, Facultad de Medicina, Universidad de Chile, Santiago, Chile
| | - Maricarmen Andrade
- Internal Medicine Department, Clínica Universidad de los Andes, Santiago, Chile
| | - Paul H Delano
- Neuroscience Department, Facultad de Medicina, Universidad de Chile, Santiago, Chile.,Otolaryngology Department, Hospital Clínico de la Universidad de Chile, Santiago, Chile.,Centro Avanzado de Ingeniería Eléctrica y Electrónica, AC3E, Universidad Técnica Federico Santa María, Valparaíso, Chile.,Biomedical Neuroscience Institute, Facultad de Medicina, Universidad de Chile, Santiago, Chile
| | - Carolina Delgado
- Neuroscience Department, Facultad de Medicina, Universidad de Chile, Santiago, Chile.,Neurology and Neurosurgery Department, Hospital Clínico de la Universidad de Chile, Santiago, Chile
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Abstract
REASONS FOR THE STUDY The Neuropsychiatric Inventory (NPI) has been used for studies of neuropsychiatric symptoms in neurodegenerative disorders for the past 25 years. This article reviews the history of the development and application of the NPI. MAIN FINDINGS The NPI consists of 10 (or 12) items that are assayed with questions, subquestions, and ratings of frequency and severity. The NPI has been shown to be valid and reliable. The NPI has been translated into approximately 40 languages; it has 4 of versions designed for different clinical applications. The NPI studies show contrasting profiles of behavioral symptoms in different neurologic disorders. The NPI has been used in approximately 350 clinical trials. In economic studies, the NPI captures the cost of behavioral symptoms in dementias. PRINCIPLE CONCLUSIONS The NPI is a useful instrument for capturing behavioral changes in Alzheimer disease and other neurodegenerative disorders.
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Affiliation(s)
- Jeffrey Cummings
- Department of Brain Health, School of integrated Health Sciences, UNLV, Las Vegas, NV, USA,Lou Ruvo Center for Brain Health, Cleveland Clinic, Las Vegas, NV, USA
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