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Liu Z, Song SY. Genomic and Transcriptomic Approaches Advance the Diagnosis and Prognosis of Neurodegenerative Diseases. Genes (Basel) 2025; 16:135. [PMID: 40004464 PMCID: PMC11855287 DOI: 10.3390/genes16020135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2024] [Revised: 01/16/2025] [Accepted: 01/22/2025] [Indexed: 02/27/2025] Open
Abstract
Neurodegenerative diseases, such as Alzheimer's disease (AD), Parkinson's disease (PD), Huntington's disease (HD), and amyotrophic lateral sclerosis (ALS), represent a growing societal challenge due to their irreversible progression and significant impact on patients, caregivers, and healthcare systems. Despite advances in clinical and imaging-based diagnostics, these diseases are often detected at advanced stages, limiting the effectiveness of therapeutic interventions. Recent breakthroughs in genomic and transcriptomic technologies, including whole-genome sequencing, single-cell RNA sequencing (scRNA-seq), and CRISPR-based screens, have revolutionized the field, offering new avenues for early diagnosis and personalized prognosis. Genomic approaches have elucidated disease-specific genetic risk factors and molecular pathways, while transcriptomic studies have identified stage-specific biomarkers that correlate with disease progression and severity. Furthermore, genome-wide association studies (GWAS), polygenic risk scores (PRS), and spatial transcriptomics are enabling the stratification of patients based on their risk profiles and prognostic trajectories. Advances in functional genomics have uncovered actionable targets, such as ATXN2 in ALS and TREM2 in AD, paving the way for tailored therapeutic strategies. Despite these achievements, challenges remain in translating genomic discoveries into clinical practice due to disease heterogeneity and the complexity of neurodegenerative pathophysiology. Future integration of genetic technologies holds promise for transforming diagnostic and prognostic paradigms, offering hope for improved patient outcomes and precision medicine approaches.
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Affiliation(s)
- Zheng Liu
- Pathology Department, University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA;
| | - Si-Yuan Song
- Department of Neuroscience, Baylor College of Medicine, Houston, TX 77030, USA
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Cocean AM, Vodnar DC. Exploring the gut-brain Axis: Potential therapeutic impact of Psychobiotics on mental health. Prog Neuropsychopharmacol Biol Psychiatry 2024; 134:111073. [PMID: 38914414 DOI: 10.1016/j.pnpbp.2024.111073] [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: 01/11/2024] [Revised: 04/18/2024] [Accepted: 06/17/2024] [Indexed: 06/26/2024]
Abstract
One of the most challenging and controversial issues in microbiome research is related to gut microbial metabolism and neuropsychological disorders. Psychobiotics affect human behavior and central nervous system processes via the gut-brain axis, involving neuronal, immune, and metabolic pathways. They have therapeutic potential in the treatment of several neurodegenerative and neurodevelopmental disorders such as depression, anxiety, autism, attention deficit hyperactivity disorder, Alzheimer's disease, Parkinson's disease, schizophrenia, Huntington's disease, anorexia nervosa, and multiple sclerosis. However, the mechanisms underlying the interaction between psychobiotics and the abovementioned diseases need further exploration. This review focuses on the relationship between gut microbiota and its impact on neurological and neurodegenerative disorders, examining the potential of psychobiotics as a preventive and therapeutic approach, summarising recent research on the gut-brain axis and the potential beneficial effects of psychobiotics, highlighting the need for further research and investigation in this area.
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Affiliation(s)
- Ana-Maria Cocean
- Department of Food Science and Technology, Life Science Institute, University of Agricultural Sciences and Veterinary Medicine, Calea Mănăștur 3-5, Cluj-Napoca, Romania.
| | - Dan Cristian Vodnar
- Department of Food Science and Technology, Life Science Institute, University of Agricultural Sciences and Veterinary Medicine, Calea Mănăștur 3-5, Cluj-Napoca, Romania.
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Bonsor M, Ammar O, Schnoegl S, Wanker EE, Silva Ramos E. Polyglutamine disease proteins: Commonalities and differences in interaction profiles and pathological effects. Proteomics 2024; 24:e2300114. [PMID: 38615323 DOI: 10.1002/pmic.202300114] [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: 11/30/2023] [Revised: 03/25/2024] [Accepted: 03/27/2024] [Indexed: 04/16/2024]
Abstract
Currently, nine polyglutamine (polyQ) expansion diseases are known. They include spinocerebellar ataxias (SCA1, 2, 3, 6, 7, 17), spinal and bulbar muscular atrophy (SBMA), dentatorubral-pallidoluysian atrophy (DRPLA), and Huntington's disease (HD). At the root of these neurodegenerative diseases are trinucleotide repeat mutations in coding regions of different genes, which lead to the production of proteins with elongated polyQ tracts. While the causative proteins differ in structure and molecular mass, the expanded polyQ domains drive pathogenesis in all these diseases. PolyQ tracts mediate the association of proteins leading to the formation of protein complexes involved in gene expression regulation, RNA processing, membrane trafficking, and signal transduction. In this review, we discuss commonalities and differences among the nine polyQ proteins focusing on their structure and function as well as the pathological features of the respective diseases. We present insights from AlphaFold-predicted structural models and discuss the biological roles of polyQ-containing proteins. Lastly, we explore reported protein-protein interaction networks to highlight shared protein interactions and their potential relevance in disease development.
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Affiliation(s)
- Megan Bonsor
- Department of Neuroproteomics, Max Delbrück Center for Molecular Medicine, Berlin, Germany
| | - Orchid Ammar
- Department of Neuroproteomics, Max Delbrück Center for Molecular Medicine, Berlin, Germany
| | - Sigrid Schnoegl
- Department of Neuroproteomics, Max Delbrück Center for Molecular Medicine, Berlin, Germany
| | - Erich E Wanker
- Department of Neuroproteomics, Max Delbrück Center for Molecular Medicine, Berlin, Germany
| | - Eduardo Silva Ramos
- Department of Neuroproteomics, Max Delbrück Center for Molecular Medicine, Berlin, Germany
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Considine CM, Rossetti MA, Anderson K, Del Bene VA, Anderson SA, Celka AS, Edmondson MC, Sheese ALN, Piccolino A, Teixeira AL, Stout JC. Huntington study group's neuropsychology working group position on best practice recommendations for the clinical neuropsychological evaluation of patients with Huntington disease. Clin Neuropsychol 2024; 38:984-1006. [PMID: 37849335 DOI: 10.1080/13854046.2023.2267789] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Accepted: 10/02/2023] [Indexed: 10/19/2023]
Abstract
Objective: Neuropsychological evaluation is critical to detection and management of cognitive and neuropsychiatric changes associated with Huntington disease (HD). Accurate assessment of non-motor complications of HD is critical given the prominent impact on functional disability, frequently commensurate with or exceeding that of motor symptoms. The increasing emphasis on developing disease-modifying therapies targeting cognitive decline in HD requires consensus on clinical neuropsychological assessment methods. The Neuropsychology Working Group (NPWG) of the Huntington Study Group (HSG) sought to provide evidence and consensus-based, practical guidelines for the evaluation of cognitive and neuropsychiatric symptoms associated with HD. Method: The NPWG recruited a multi-disciplinary group of neuropsychologists, neurologists, and psychiatrists to inform best practices in assessing, diagnosing, and treating the non-motor symptoms in HD. A review was circulated among the NPWG, and in an iterative process informed by reviewed literature, best practices in neuropsychological evaluation of patients with HD were identified. Results: A brief review of the available literature and rational for a clinical consensus battery is offered. Conclusion: Clinical neuropsychologists are uniquely positioned to both detect and characterize the non-motor symptoms in HD, and further, provide neurologists and allied health professions with clinically meaningful information that impacts functional outcomes and quality of life. The NPWG provides guidance on best practices to clinical neuropsychologists in this statement. A companion paper operationalizing clinical application of previous research-based non-motor diagnostic criteria for HD is forthcoming, which also advises on non-motor symptom screening methods for the non-neuropsychologist working with HD.
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Affiliation(s)
- Ciaran M Considine
- Department of Neurology, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - M Agustina Rossetti
- Department of Neurology, University of Virginia School of Medicine, Charlottesville, VA, USA
| | - Kendra Anderson
- Department of Neurology, McGovern Medical School UT Health, The University of Texas Health Science Center, Houston, TX, USA
| | - Victor A Del Bene
- Department of Neurology, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
| | - Sharlet A Anderson
- Department of Neurological Sciences, Rush University Medical Center, Chicago, IL, USA
| | - Andrea S Celka
- Department of Neurology, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
| | | | - Amelia L Nelson Sheese
- Department of Neurological Sciences, University of Nebraska Medical Center College of Medicine, Omaha, NE, USA
| | - Adam Piccolino
- Psychology, Piccolino Psychological Services, Burnsville, MN, USA
| | - Antonio L Teixeira
- Department of Neurology, University of Alabama at Birmingham Heersink School of Medicine, Birmingham, AL, USA
| | - Julie C Stout
- Turner Institute for Brain and Mental Health, and School of Psychological Science, Monash University, Melbourne, Australia
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Gentenaar M, Meulmeester FL, van der Burg XR, Hoekstra AT, Hunt H, Kroon J, van Roon-Mom WMC, Meijer OC. Glucocorticoid receptor antagonist CORT113176 attenuates motor and neuropathological symptoms of Huntington's disease in R6/2 mice. Exp Neurol 2024; 374:114675. [PMID: 38216109 DOI: 10.1016/j.expneurol.2024.114675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 11/17/2023] [Accepted: 01/02/2024] [Indexed: 01/14/2024]
Abstract
Huntington's Disease (HD) is a progressive neurodegenerative disease caused by a mutation in the huntingtin gene. The mutation leads to a toxic gain of function of the mutant huntingtin (mHtt) protein resulting in cellular malfunction, aberrant huntingtin aggregation and eventually neuronal cell death. Patients with HD show impaired motor functions and cognitive decline. Elevated levels of glucocorticoids have been found in HD patients and in HD mouse models, and there is a positive correlation between increased glucocorticoid levels and the progression of HD. Therefore, antagonism of the glucocorticoid receptor (GR) may be an interesting strategy for the treatment of HD. In this study, we evaluated the efficacy of the selective GR antagonist CORT113176 in the commonly used R6/2 mouse model. In male mice, CORT113176 treatment significantly delayed the loss of grip strength, the development of hindlimb clasping, gait abnormalities, and the occurrence of epileptic seizures. CORT113176 treatment delayed loss of DARPP-32 immunoreactivity in the dorsolateral striatum. It also restored HD-related parameters including astrocyte markers in both the dorsolateral striatum and the hippocampus, and microglia markers in the hippocampus. This suggests that CORT113176 has both cell-type and brain region-specific effects. CORT113176 delayed the formation of mHtt aggregates in the striatum and the hippocampus. In female mice, we did not observe major effects of CORT113176 treatment on HD-related symptoms, with the exception of the anti-epileptic effects. We conclude that CORT113176 effectively delays several key symptoms related to the HD phenotype in male R6/2 mice and believe that GR antagonism may be a possible treatment option.
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Affiliation(s)
- Max Gentenaar
- Department of Medicine, Division of Endocrinology, Leiden University Medical Center, Leiden, the Netherlands.
| | - Fleur L Meulmeester
- Department of Medicine, Division of Endocrinology, Leiden University Medical Center, Leiden, the Netherlands
| | - Ximaine R van der Burg
- Department of Medicine, Division of Endocrinology, Leiden University Medical Center, Leiden, the Netherlands
| | - Anna T Hoekstra
- Department of Medicine, Division of Endocrinology, Leiden University Medical Center, Leiden, the Netherlands; Center for Proteomics and Metabolomics, Leiden University Medical Center, Leiden, the Netherlands
| | - Hazel Hunt
- Corcept Therapeutics, Menlo Park, CA, USA
| | - Jan Kroon
- Department of Medicine, Division of Endocrinology, Leiden University Medical Center, Leiden, the Netherlands; Corcept Therapeutics, Menlo Park, CA, USA
| | | | - Onno C Meijer
- Department of Medicine, Division of Endocrinology, Leiden University Medical Center, Leiden, the Netherlands
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Sierra LA, Ullman CJ, Frank SA, Laganiere S. Using the LASSI-L to Detect Robust Interference Effects in Premanifest Huntington Disease. Cogn Behav Neurol 2023; 36:100-107. [PMID: 36728399 DOI: 10.1097/wnn.0000000000000329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Accepted: 06/16/2022] [Indexed: 06/02/2023]
Abstract
BACKGROUND Diagnosis of manifest Huntington disease (HD) is based primarily on motor symptoms, but premanifest HD (preHD) is often associated with subtle cognitive decline. The Loewenstein-Acevedo Scales for Semantic Interference and Learning (LASSI-L) is a validated verbal learning test that can be used to detect early cognitive decline. OBJECTIVE To determine the utility of the LASSI-L for detecting early cognitive decline in individuals with preHD and to compare the results of the LASSI-L with those of commonly used neuropsychological tests in HD. METHOD We administered the LASSI-L to 13 individuals with preHD and 13 healthy controls matched for age, sex, and education as part of a longitudinal study of disease progression. For comparison purposes, we administered the Mini-Mental State Examination; Stroop Color and Word Test; Symbol Digit Modalities Test; Trail-Making Test, Parts A and B; and category fluency (animals) task. RESULTS Five of the seven sections on the LASSI-L captured group differences: Proactive Semantic Interference (PSI; P < 0.001), Failure to Recover From PSI ( P = 0.038), Retroactive Semantic Interference (RSI; P = 0.013), Delayed Recall ( P < 0.001), and B1 Cued Recall Intrusions ( P = 0.036). Using a false discovery rate of <0.05, PSI, RSI, and Delayed Recall remained significant. CONCLUSION The LASSI-L is a sensitive instrument for detecting early interference effects in individuals with preHD that outperforms commonly used neuropsychological tests. The LASSI-L could be a useful addition to clinical and research protocols involving individuals with preHD.
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Affiliation(s)
- Luis A Sierra
- Department of Neurology, Beth Israel Deaconess Medical Center, Boston, Massachusetts
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Caligiuri M, Culbert B, Prasad N, Snell C, Hall A, Smirnova A, Churchill E, Corey-Bloom J. Graphomotor Dysfluency as a Predictor of Disease Progression in Premanifest Huntington's Disease. J Huntingtons Dis 2023; 12:283-292. [PMID: 37182891 DOI: 10.3233/jhd-230562] [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: 05/16/2023]
Abstract
BACKGROUND Prior studies have relied on conventional observer-based severity ratings such as the Unified Huntington's Disease Rating Scale (UHDRS) to identify early motor markers of decline in Huntington's disease (HD). OBJECTIVE The present study examined the predictive utility of graphomotor measures handwriting and drawing movements. METHODS Seventeen gene-positive premanifest HD subjects underwent comprehensive clinical, cognitive, motor, and graphomotor assessments at baseline and at follow-up intervals ranging from 9-36 months. Baseline graphomotor assessments were subjected to linear multiple regression procedures to identify factors associated with change on the comprehensive UHDRS index. RESULTS Subjects were followed for an average of 21.2 months. Three multivariate regression models based on graphomotor variables derived from a complex loop task, a maximum speed circle drawing task and a combined task returned adjusted R2 coefficients of 0.76, 0.71, and 0.80 respectively accounting for a significant portion of the variability in cUHDRS change score. The best-fit model based on the combined tasks indicated that greater decline on the cUHDRS was associated with increased pen movement dysfluency and stroke-stroke variability at baseline. CONCLUSION Performance on multiple measures of graphomotor dysfluency assessed during the premanifest or prodromal stage in at-risk HD individuals was associated with decline on a multidimensional index of HD morbidity preceding an HD diagnosis.
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Affiliation(s)
| | - Braden Culbert
- Department of Neurosciences, UC San Diego, La Jolla, CA, USA
| | - Nikita Prasad
- Department of Neurosciences, UC San Diego, La Jolla, CA, USA
| | - Chase Snell
- Department of Neurosciences, UC San Diego, La Jolla, CA, USA
| | - Andrew Hall
- Department of Neurosciences, UC San Diego, La Jolla, CA, USA
| | - Anna Smirnova
- Department of Neurosciences, UC San Diego, La Jolla, CA, USA
| | - Emma Churchill
- Department of Neurosciences, UC San Diego, La Jolla, CA, USA
- Department of Psychology, San Diego State University, San Diego, CA, USA
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Mustafa AI, Corey-Bloom J, Beltran-Najera I, Snell C, Castleton J, Smith H, Gilbert PE. The Repeatable Battery for the Assessment of Neuropsychological Status, While Useful for Measuring Cognitive Changes in Manifest Huntington Disease, May Show Limited Utility in Premanifest Disease. Cogn Behav Neurol 2022; 35:198-203. [PMID: 35830248 DOI: 10.1097/wnn.0000000000000310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Accepted: 09/29/2021] [Indexed: 11/26/2022]
Abstract
BACKGROUND The Repeatable Battery for the Assessment of Neuropsychological Status (RBANS) is a brief, standardized neuropsychological test that assesses several areas of cognitive function. Recent studies, although sparse, have examined the use of the RBANS to detect cognitive deficits in individuals with manifest Huntington disease (HD); however, no studies have investigated its utility to detect cognitive deficits in individuals with premanifest HD (PreHD), where cognitive symptoms are thought to be more subtle. OBJECTIVE To assess cognitive deficits in individuals with HD, particularly in individuals with PreHD, using an easily administered, brief but comprehensive, neuropsychological test. METHOD We administered the RBANS to 31 individuals with HD, 29 individuals with PreHD, and 22 healthy controls (HC) at an academic HD clinical research center and collected RBANS Total, Index, and subtest scores for group comparisons. RESULTS The HD group had significantly lower RBANS Total, Index, and subtest scores than the HC. The PreHD group had significantly lower RBANS Total scores and Coding subtest scores than the HC, but no other significant group differences were identified. CONCLUSION Our results substantiate previous findings of significant impairment on the RBANS in individuals with HD. In addition, we are the first to demonstrate that, although the RBANS can identify deficits in psychomotor speed and information processing in individuals with PreHD, it does not appear to have the ability to detect impairment in any additional cognitive domains in individuals with PreHD.
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Affiliation(s)
- Andrea I Mustafa
- Department of Neurosciences, University of California, San Diego, San Diego, California
- Department of Psychology, San Diego State University, San Diego, California
| | - Jody Corey-Bloom
- Department of Neurosciences, University of California, San Diego, San Diego, California
- University of California, San Diego/San Diego State University Joint Doctoral Program, San Diego, California
| | | | - Chase Snell
- Department of Neurosciences, University of California, San Diego, San Diego, California
| | - Jordan Castleton
- Department of Neurosciences, University of California, San Diego, San Diego, California
| | - Haileigh Smith
- Department of Neurosciences, University of California, San Diego, San Diego, California
| | - Paul E Gilbert
- Department of Psychology, San Diego State University, San Diego, California
- University of California, San Diego/San Diego State University Joint Doctoral Program, San Diego, California
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Differential Cellular Balance of Olfactory and Vomeronasal Epithelia in a Transgenic BACHD Rat Model of Huntington's Disease. Int J Mol Sci 2022; 23:ijms23147625. [PMID: 35886975 PMCID: PMC9316117 DOI: 10.3390/ijms23147625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 07/05/2022] [Accepted: 07/05/2022] [Indexed: 01/27/2023] Open
Abstract
Background. For neurodegenerative diseases such as Huntington’s disease (HD), early diagnosis is essential to treat patients and delay symptoms. Impaired olfaction, as observed as an early symptom in Parkinson´s disease, may also constitute a key symptom in HD. However, there are few reports on olfactory deficits in HD. Therefore, we aimed to investigate, in a transgenic rat model of HD: (1) whether general olfactory impairment exists and (2) whether there are disease-specific dynamics of olfactory dysfunction when the vomeronasal (VNE) and main olfactory epithelium (MOE) are compared. Methods. We used male rats of transgenic line 22 (TG22) of the bacterial artificial chromosome Huntington disease model (BACHD), aged 3 days or 6 months. Cell proliferation, apoptosis and macrophage activity were examined with immunohistochemistry in the VNE and MOE. Results. No differences were observed in cellular parameters in the VNE between the groups. However, the MOE of the 6-month-old HD animals showed a significantly increased number of mature olfactory receptor neurons. Other cellular parameters were not affected. Conclusions. The results obtained in the TG22 line suggest a relative stability in the VNE, whereas the MOE seems at least temporarily affected.
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Steinhardt J, Hanssen H, Heldmann M, Sprenger A, Laabs B, Domingo A, Reyes CJ, Prasuhn J, Brand M, Rosales R, Münte TF, Klein C, Westenberger A, Oropilla JQ, Diesta C, Brüggemann N. Prodromal X‐Linked Dystonia‐Parkinsonism is Characterized by a Subclinical Motor Phenotype. Mov Disord 2022; 37:1474-1482. [DOI: 10.1002/mds.29033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Revised: 03/04/2022] [Accepted: 04/03/2022] [Indexed: 11/11/2022] Open
Affiliation(s)
| | - Henrike Hanssen
- Department of Neurology University of Lübeck Lübeck Germany
- Institute of Neurogenetics University of Lübeck Lübeck Germany
| | | | | | - Björn‐Hergen Laabs
- Institute of Medical Biometry and Statistics University of Lübeck University Hospital Schleswig‐Holstein Lübeck Germany
| | | | - Charles Jourdan Reyes
- Institute of Neurogenetics University of Lübeck Lübeck Germany
- Massachusetts General Hospital Boston Massachusetts USA
| | - Jannik Prasuhn
- Department of Neurology University of Lübeck Lübeck Germany
- Institute of Neurogenetics University of Lübeck Lübeck Germany
| | - Max Brand
- Institute of Neurogenetics University of Lübeck Lübeck Germany
| | - Raymond Rosales
- Department of Neurology and Psychiatry University of Santo Thomas Manila Philippines
| | | | - Christine Klein
- Institute of Neurogenetics University of Lübeck Lübeck Germany
| | | | - Jean Q. Oropilla
- Makati Medical Center Makati Philippines
- Asian Hospital and Medical Center Manila Philippines
| | - Cid Diesta
- Makati Medical Center Makati Philippines
- Asian Hospital and Medical Center Manila Philippines
| | - Norbert Brüggemann
- Department of Neurology University of Lübeck Lübeck Germany
- Institute of Neurogenetics University of Lübeck Lübeck Germany
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Huntington's disease influences employment before and during clinical manifestation: A systematic review. Parkinsonism Relat Disord 2022; 96:100-108. [PMID: 35379551 DOI: 10.1016/j.parkreldis.2022.02.022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Revised: 02/19/2022] [Accepted: 02/27/2022] [Indexed: 11/24/2022]
Abstract
Huntington's disease (HD) is an inherited neurodegenerative disease. People at risk for HD can choose to get predictive testing years before the clinical onset. HD is characterized by motor, cognitive and psychiatric symptoms and has a mean age at onset between 30 and 50 years, an age at which people are usually still working. This systematic review focuses on summarizing which disease-specific characteristics influence employment and working capacity in HD. Twenty-three studies were identified and showed that while employment and working capacity in HD are negatively influenced by cognitive decline and motor impairments, apathy already plays a role in the prodromal stage. Moreover, the influence of HD transcends the clinical manifestation of the disease, as some people at risk are already experiencing the impact of HD on employment through fear of or actual genetic discrimination. Employment and working capacity are not influenced by predictive testing for HD in and of itself.
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Wieringa G, Dale M, Eccles FJR. The experience of a sample of individuals in the United Kingdom living in the pre-manifest stage of Huntington's disease: An interpretative phenomenological analysis. J Genet Couns 2021; 31:375-387. [PMID: 34374465 DOI: 10.1002/jgc4.1497] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 08/02/2021] [Accepted: 08/02/2021] [Indexed: 11/09/2022]
Abstract
This paper explores the experience of ten individuals living in the UK who were in the pre-manifest stage of Huntington's disease (HD), a genetic neurodegenerative condition. Data were gathered using semi-structured interviews and analyzed using interpretative phenomenological analysis. Three themes were reported from the data: 'feeling limited by time', 'the perception of stalling time', and 'making the most of time', all highlighting the way in which time holds significant meaning when living in the pre-manifest stage of HD. This study has highlighted the difficulties experienced by individuals when adjusting to the pre-manifest stage of HD. Feeling able to manage their anxieties and dealing with ongoing uncertainty related to future deterioration was key to supporting their wellbeing, facilitated by factors such as positivity and hope. Individuals may benefit from counseling which supports them to develop proactive coping strategies to manage their anxieties and acceptance of an uncertain future.
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Affiliation(s)
- Gina Wieringa
- Division of Health Research, Lancaster University, Lancaster, UK
| | - Maria Dale
- Leicestershire Partnership NHS Trust, Adult Mental Health Psychology, Leicestershire, UK
| | - Fiona J R Eccles
- Division of Health Research, Lancaster University, Lancaster, UK
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13
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Gunn S, Maltby J, Dale M. Assessing Mental Health Difficulties of Persons With Huntington's Disease: Does Informant Presence Make a Difference? J Neuropsychiatry Clin Neurosci 2021; 32:244-251. [PMID: 32102601 DOI: 10.1176/appi.neuropsych.19080181] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVE Persons with Huntington's disease (HD) often have communication difficulties and cognitive impairments, making mental health assessment difficult. Informants close to the patient are often included in assessments. The authors investigated effects of informant presence during assessment of persons with HD. METHODS Data for four subsamples from ENROLL-HD were examined: manifest for HD (N=4,109), premanifest (N=1,790), genotype negative (N=1,041), and family members with no genetic risk (N=974). Assessment interviews with and without an informant present were identified, and the subsamples were compared on three subscales of the short-form Problem Behaviors Assessment: affect, apathy, and irritability. Differences in scores between participant-only and informant-present interviews were examined via multiple regression, controlling for demographic, disease-related, and individual confounds. RESULTS Significant differences in apathy and irritability scores were found between participant-only and informant-present conditions for the premanifest, manifest, and genotype-negative subsamples. Affect subscale scores were not influenced by informant presence. When the analysis controlled for confounds, informant presence significantly increased irritability scores in the manifest, and genotype-negative groups and significantly increased apathy scores in the manifest group. CONCLUSIONS Apathy may have been systemically underreported in participant-only interviews, which supports previous findings that persons with HD underreport mental health symptoms. When an informant was present, irritability scores were higher for both HD and non-HD individuals, suggesting that underreporting via self-report may be attributable to non-HD factors. Informant contributions to apathy assessments may be particularly important for persons with HD. Clinicians should note potential underreporting regarding irritability and affect, which was not remediated by informant presence.
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Affiliation(s)
- Sarah Gunn
- The Department of Neuroscience, Psychology and Behaviour, College of Life Sciences, University of Leicester, Leicester, United Kingdom (Gunn, Maltby); and the Adult Mental Health Clinical Psychology Department, Leicestershire Partnership National Health Service Trust, Leicester, United Kingdom (Dale)
| | - John Maltby
- The Department of Neuroscience, Psychology and Behaviour, College of Life Sciences, University of Leicester, Leicester, United Kingdom (Gunn, Maltby); and the Adult Mental Health Clinical Psychology Department, Leicestershire Partnership National Health Service Trust, Leicester, United Kingdom (Dale)
| | - Maria Dale
- The Department of Neuroscience, Psychology and Behaviour, College of Life Sciences, University of Leicester, Leicester, United Kingdom (Gunn, Maltby); and the Adult Mental Health Clinical Psychology Department, Leicestershire Partnership National Health Service Trust, Leicester, United Kingdom (Dale)
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Shah R, Lee SC, Strasser RB, Grossman C. An Australian Neuro-Palliative perspective on Huntington's disease: a case report. BMC Palliat Care 2021; 20:53. [PMID: 33794853 PMCID: PMC8017854 DOI: 10.1186/s12904-021-00744-z] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Accepted: 03/17/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Huntington's Disease (HD) is an incurable, progressive neuro-degenerative disease. For patients with HD access to palliative care services is limited, with dedicated Neuro-Palliative Care Services rare in Australia. We discuss the experiences of and benefits to a patient with late-stage HD admitted to our Neuro-Palliative Care service. CASE PRESENTATION We present the case of a patient with a 16-year history of HD from time of initial genetic testing to admission to our Neuro-Palliative Care service with late-stage disease. CONCLUSIONS Given the prolonged, fluctuating and heterogenous HD trajectory, measures need to be implemented to improve earlier access to multi-specialty integrative palliative care services. Given the good outcomes of our case, we strongly advocate for the role of specialised Neuro-Palliative Care services to bridge the gap between clinical need and accessibility.
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Affiliation(s)
- Rajvi Shah
- Calvary Health Care Bethlehem, Melbourne, Australia.
| | - Sarah Cm Lee
- Calvary Health Care Bethlehem, Melbourne, Australia
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15
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van der Zwaan KF, Jacobs M, van Zwet EW, Roos RAC, de Bot ST. Predictors of Working Capacity Changes Related to Huntington's Disease: A Longitudinal Study. J Huntingtons Dis 2021; 10:269-276. [PMID: 33523014 DOI: 10.3233/jhd-200446] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Huntington's disease (HD) is an inherited neurodegenerative disorder that is characterized by motor, cognitive, and psychiatric symptoms. Although 65%of HD expanded gene carriers report changes in employment as the first functional loss, little is known about the predictors leading to changes of working capacity. Given the impact on quality of life, understanding of these factors is of great clinical value. OBJECTIVE This study evaluates disease specific characteristics and their predictive value in loss of working capacity in HD. METHODS Longitudinal data was collected through the worldwide observational study (Enroll-HD), with 15,301 participants in total and 2,791 HD and healthy control participants meeting the inclusion criteria. Changes in working capacity were analyzed by means of a survival analysis. Predictive values of demographic factors and clinical characteristics were assessed for premanifest and manifest HD through Cox regressions. RESULTS HD expanded gene carriers, manifest and premanifest combined, had a 31%chance of experiencing changes in employment after three years, compared to 4%in healthy controls. Apathy was found to be the most crucial determinant of working capacity changes in premanifest HD, while executive and motor dysfunction play an important role in manifest HD. CONCLUSION HD expanded gene carriers are more likely to lose working capacity compared to healthy controls. Disease progression, altered motor function, cognitive decline, and in an early stage of the disease apathetic symptoms are indicative of negative changes in working capacity. Clinicians should recognize that early disease related changes, especially apathy, can affect working capacity.
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Affiliation(s)
| | - Milou Jacobs
- Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands
| | - Erik W van Zwet
- Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands
| | - Raymund A C Roos
- Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands
| | - Susanne T de Bot
- Department of Neurology, Leiden University Medical Center, Leiden, The Netherlands
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16
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Tang M, Zhang M, Xia L, Wei D, Yang Z, Yan S, Du C, Cui HL. Detection of gene mutation responsible for Huntington's disease by terahertz attenuated total reflection microfluidic spectroscopy. JOURNAL OF BIOPHOTONICS 2021; 14:e202000315. [PMID: 32981137 DOI: 10.1002/jbio.202000315] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Revised: 09/22/2020] [Accepted: 09/24/2020] [Indexed: 06/11/2023]
Abstract
Terahertz absorption spectroscopy based on attenuated total reflection (ATR) from a microfluidic sample cell was designed and implemented to detect gene mutations leading to Huntington's disease (HD). The self-developed compact ATR microfluidic system was employed to detect two groups of base-repeated DNA molecules combined with a terahertz time-domain spectrometer in a marker-free manner. The first group featured different repetition patterns of oligonucleotide fragments, and the second group included the HD gene. For the oligonucleotides of different repetition patterns, there were significant differences among the three oligonucleotides with three repeats of the double bases, which could be unambiguously classified and identified; For the HD gene, it was found that the magnitude of the terahertz absorption coefficients of the four oligonucleotide solutions was, in ascending order, CAG-4 < CAG-16 < CAG-32 < CAG-40 (the numbers are the repeat times of the CAG base segment, with 40 repeats belonging to the HD gene), when the concentration of oligonucleotide was 1 mg/mL. Principal component analysis result indicated that the spectral differences of the four oligonucleotide solutions with different CAG repeat times were statistically significant and clearly distinguishable. These results demonstrate the potential of terahertz spectroscopy as a noninvasive, unmarked, fast and low-cost assay for gene diagnosis and clinical disease detection.
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Affiliation(s)
- Mingjie Tang
- Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Mingkun Zhang
- Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, China
| | - Liangping Xia
- Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, China
- Key Laboratory of Micro Nano Optoelectronic Devices and Intelligent Perception Systems, Yangtze Normal University, Chongqing, China
| | - Dongshan Wei
- Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, China
- School of Electronic Engineering, Dongguan University of Technology, Dongguan, China
| | - Zhongbo Yang
- Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, China
| | - Shihan Yan
- Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, China
| | - Chunlei Du
- Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, China
| | - Hong-Liang Cui
- Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, China
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17
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Andrews K, Josiah SS, Zhang J. The Therapeutic Potential of Neuronal K-Cl Co-Transporter KCC2 in Huntington's Disease and Its Comorbidities. Int J Mol Sci 2020; 21:9142. [PMID: 33266310 PMCID: PMC7730145 DOI: 10.3390/ijms21239142] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Revised: 11/16/2020] [Accepted: 11/28/2020] [Indexed: 02/05/2023] Open
Abstract
Intracellular chloride levels in the brain are regulated primarily through the opposing effects of two cation-chloride co-transporters (CCCs), namely K+-Cl- co-transporter-2 (KCC2) and Na+-K+-Cl- co-transporter-1 (NKCC1). These CCCs are differentially expressed throughout the course of development, thereby determining the excitatory-to-inhibitory γ-aminobutyric acid (GABA) switch. GABAergic excitation (depolarisation) is important in controlling the healthy development of the nervous system; as the brain matures, GABAergic inhibition (hyperpolarisation) prevails. This developmental switch in excitability is important, as uncontrolled regulation of neuronal excitability can have implications for health. Huntington's disease (HD) is an example of a genetic disorder whereby the expression levels of KCC2 are abnormal due to mutant protein interactions. Although HD is primarily considered a motor disease, many other clinical manifestations exist; these often present in advance of any movement abnormalities. Cognitive change, in addition to sleep disorders, is prevalent in the HD population; the effect of uncontrolled KCC2 function on cognition and sleep has also been explored. Several mechanisms by which KCC2 expression is reduced have been proposed recently, thereby suggesting extensive investigation of KCC2 as a possible therapeutic target for the development of pharmacological compounds that can effectively treat HD co-morbidities. Hence, this review summarizes the role of KCC2 in the healthy and HD brain, and highlights recent advances that attest to KCC2 as a strong research and therapeutic target candidate.
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Affiliation(s)
| | | | - Jinwei Zhang
- Institute of Biomedical and Clinical Sciences, Medical School, College of Medicine and Health, University of Exeter, Hatherly Laboratories, Exeter EX4 4PS, UK; (K.A.); (S.S.J.)
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18
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Gibson JS, Ridner SH, Dietrich MS, Sohn MB, Rhoten BA, Claassen DO. Measuring Functional Status in Huntington's Disease. Mov Disord 2020; 36:757-761. [PMID: 33108688 DOI: 10.1002/mds.28363] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Revised: 09/15/2020] [Accepted: 09/29/2020] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Neuropsychiatric and cognitive symptoms account for substantial morbidity in Huntington's disease (HD), but their impact on functional status may not be captured using the Total Functional Capacity (TFC) scale. The objective of this study was to assess the impact of motor, cognitive, and neuropsychiatric symptoms on functional status in persons with HD, comparing two instruments. METHODS Multiple regression analyses assessed the relationship between neuropsychiatric, cognitive, and motor symptoms and functional status as measured using TFC and Adult Functional Adaptive Behavior (AFAB) scales. RESULTS Greater burden of neuropsychiatric (P = 0.017), cognitive (P = 0.001), and motor (P = 0.001) symptoms was associated with greater impairments to functional status as measured by the AFAB scale. Only motor symptoms were associated with TFC scores (P = 0.002). The 3 symptom domains explained more of the variance in AFAB than TFC scores (P = 0.016). CONCLUSIONS TFC may have limited applicability, particularly in early-stage HD patients, as a measure of functional status. The AFAB scale can be used in HD studies as a more holistic measure of functional status. © 2020 International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Jessie S Gibson
- School of Nursing, University of Virginia, Charlottesville, Virginia, USA
| | - Sheila H Ridner
- Vanderbilt University School of Nursing, Nashville, Tennessee, USA
| | - Mary S Dietrich
- Vanderbilt University School of Nursing, Nashville, Tennessee, USA.,Department of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Michael B Sohn
- Department of Biostatistics and Computational Biology, University of Rochester, Rochester, New York, USA
| | - Bethany A Rhoten
- Vanderbilt University School of Nursing, Nashville, Tennessee, USA
| | - Daniel O Claassen
- Department of Neurology, Division of Behavioral and Cognitive Neurology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
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19
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Gatto RG, Weissmann C. Diffusion Tensor Imaging in Preclinical and Human Studies of Huntington's Disease: What Have we Learned so Far? Curr Med Imaging 2020; 15:521-542. [PMID: 32008561 DOI: 10.2174/1573405614666181115113400] [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: 09/30/2018] [Revised: 10/23/2018] [Accepted: 10/26/2018] [Indexed: 12/13/2022]
Abstract
BACKGROUND Huntington's Disease is an irreversible neurodegenerative disease characterized by the progressive deterioration of specific brain nerve cells. The current evaluation of cellular and physiological events in patients with HD relies on the development of transgenic animal models. To explore such events in vivo, diffusion tensor imaging has been developed to examine the early macro and microstructural changes in brain tissue. However, the gap in diffusion tensor imaging findings between animal models and clinical studies and the lack of microstructural confirmation by histological methods has questioned the validity of this method. OBJECTIVE This review explores white and grey matter ultrastructural changes associated to diffusion tensor imaging, as well as similarities and differences between preclinical and clinical Huntington's Disease studies. METHODS A comprehensive review of the literature using online-resources was performed (Pub- Med search). RESULTS Similar changes in fractional anisotropy as well as axial, radial and mean diffusivities were observed in white matter tracts across clinical and animal studies. However, comparative diffusion alterations in different grey matter structures were inconsistent between clinical and animal studies. CONCLUSION Diffusion tensor imaging can be related to specific structural anomalies in specific cellular populations. However, some differences between animal and clinical studies could derive from the contrasting neuroanatomy or connectivity across species. Such differences should be considered before generalizing preclinical results into the clinical practice. Moreover, current limitations of this technique to accurately represent complex multicellular events at the single micro scale are real. Future work applying complex diffusion models should be considered.
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Affiliation(s)
- Rodolfo Gabriel Gatto
- Department of Bioengineering, University of Illinois at Chicago, Chicago, IL, 60607, United States
| | - Carina Weissmann
- Insituto de Fisiología Biologia Molecular y Neurociencias-IFIBYNE-CONICET, University of Buenos Aires, Buenos Aires, Argentina
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20
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Yin Z, Bai Y, Zhang H, Liu H, Hu W, Meng F, Yang A, Zhang J. An individual patient analysis of the efficacy of using GPi-DBS to treat Huntington's disease. Brain Stimul 2020; 13:1722-1731. [PMID: 33038596 DOI: 10.1016/j.brs.2020.09.025] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Revised: 07/02/2020] [Accepted: 09/29/2020] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVE The efficacy of globus pallidus internus-deep brain stimulation (GPi-DBS) for the treatment of Huntington's disease (HD) has not been validated in large-scale studies. We conducted an individual patient analysis to pool outcomes of all of the published HD-GPi-DBS studies. METHODS PubMed, Embase and the Cochrane Library were searched for relevant articles. The Unified Huntington's Disease Rating Scale (UHDRS)-motor and UHDRS-chorea improvements were analyzed during different follow-up periods. Secondary outcomes, including UHDRS-motor subitem scores and functional assessment results, were also analyzed. Correlation and regression analyses were conducted to find improvement predictors. This study was registered in PROSPERO (CRD42018105995). RESULTS Eighteen studies including 39 patients with 124 visits were analyzed. GPi-DBS significantly improved the UHDRS-motor score in <3 months (p = 0.001), 3-9 months (p < 0.001), and 9-12 months (p < 0.001), but did not continue in later follow-ups. UHDRS-chorea was significantly improved even in the >30-month follow-up (p = 0.003). Functional assessment was not improved 12 months postoperatively (p = 0.196). The Westphal variant of HD (W-HD) gained no motor benefits 6 months postoperatively (p = 0.178). The Westphal variant was the only risk factor for DBS efficacy (p = 0.044). The rate of stimulation-related adverse events was 87.2%. CONCLUSIONS GPi-DBS has a stable effect on chorea symptoms in HD patients. Chorea-dominant patients may be the best candidates for surgery, while attention should be paid to postoperative stimulation-related complications. Given that GPi-DBS has limited effects on other motor symptoms, W-HD patients are not surgical candidates.
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Affiliation(s)
- Zixiao Yin
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; Beijing Key Laboratory of Neurostimulation, Beijing, China
| | - Yutong Bai
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; Beijing Key Laboratory of Neurostimulation, Beijing, China
| | - Hua Zhang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; Beijing Key Laboratory of Neurostimulation, Beijing, China
| | - Huanguang Liu
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; Beijing Key Laboratory of Neurostimulation, Beijing, China
| | - Wenhan Hu
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; Beijing Key Laboratory of Neurostimulation, Beijing, China
| | - Fangang Meng
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; Beijing Key Laboratory of Neurostimulation, Beijing, China
| | - Anchao Yang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; Beijing Key Laboratory of Neurostimulation, Beijing, China.
| | - Jianguo Zhang
- Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China; Beijing Key Laboratory of Neurostimulation, Beijing, China.
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21
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Carlozzi NE, Goodnight S, Kratz AL, Stout JC, McCormack MK, Paulsen JS, Boileau NR, Cella D, Ready RE. Validation of Neuro-QoL and PROMIS Mental Health Patient Reported Outcome Measures in Persons with Huntington Disease. J Huntingtons Dis 2020; 8:467-482. [PMID: 31424415 DOI: 10.3233/jhd-190364] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
BACKGROUND Patient-reported outcomes (PROs) for mental health are important for persons with Huntington disease (HD) who commonly experience symptoms of depression, anxiety, irritability, anger, aggression, and apathy. Given this, there is a need for reliable and valid patient-reported outcomes measures of mental health for use as patient-centered outcomes in clinical trials. OBJECTIVE Thus, the purpose of this study was to establish the psychometric properties (i.e., reliability and validity) of six Neuro-QoL and PROMIS mental health measures to support their clinical utility in persons with HD. METHODS 294 individuals with premanifest (n = 102) or manifest HD (n = 131 early HD; n = 61 late HD) completed Neuro-QoL/PROMIS measures of Emotional and Behavioral Dyscontrol, Positive Affect and Well-Being, Stigma, Anger, Anxiety, and Depression, legacy measures of self-reported mental health, and clinician-rated assessments of functioning. RESULTS Convergent validity and discriminant validity for the Neuro-QoL and PROMIS measures of Emotional and Behavioral Dyscontrol, Positive Affect and Well-Being, Stigma, Anger, Anxiety, and Depression, were supported in persons with HD. Neuro-QoL measures of Anxiety and Depression also demonstrated moderate sensitivity and specificity (i.e., they were able to distinguish between individuals with and without clinically significant anxiety and depression). CONCLUSIONS Findings provide psychometric support for the clinical utility of the Neuro-QoL/PROMIS measures of mental health measures in persons with HD. As such, these measures should be considered for the standardized assessment of health-related quality of life in persons with HD.
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Affiliation(s)
- Noelle E Carlozzi
- Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI, USA
| | - Siera Goodnight
- Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI, USA
| | - Anna L Kratz
- Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI, USA
| | - Julie C Stout
- Institute of Cognitive and Clinical Neurosciences, School of Psychological Sciences, Monash University, Clayton, Victoria, Australia
| | - Michael K McCormack
- Department of Psychiatry, Rutgers-Robert Wood Johnson Medical School, Piscataway, NJ, USA.,Department of Pathology, Rowan-School of Medicine, Stratford, NJ, USA
| | - Jane S Paulsen
- Departments of Psychiatry, Neurology, and Psychology, Carver College of Medicine, The University of Iowa, Iowa City, IA, USA
| | - Nicholas R Boileau
- Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI, USA
| | - David Cella
- Departments of Medical Social Sciences and Preventative Medicine, Northwestern University, Chicago, IL, USA
| | - Rebecca E Ready
- Department of Psychological and Brain Sciences, University of Massachusetts, Amherst, MA, USA
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22
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Alexander B, Georgiou‐Karistianis N, Beare R, Ahveninen LM, Lorenzetti V, Stout JC, Glikmann‐Johnston Y. Accuracy of automated amygdala MRI segmentation approaches in Huntington's disease in the IMAGE-HD cohort. Hum Brain Mapp 2020; 41:1875-1888. [PMID: 32034838 PMCID: PMC7268083 DOI: 10.1002/hbm.24918] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2019] [Accepted: 12/18/2019] [Indexed: 11/21/2022] Open
Abstract
Smaller manually-segmented amygdala volumes have been associated with poorer motor and cognitive function in Huntington's disease (HD). Manual segmentation is the gold standard in terms of accuracy; however, automated methods may be necessary in large samples. Automated segmentation accuracy has not been determined for the amygdala in HD. We aimed to determine which of three automated approaches would most accurately segment amygdalae in HD: FreeSurfer, FIRST, and ANTS nonlinear registration followed by FIRST segmentation. T1-weighted images for the IMAGE-HD cohort including 35 presymptomatic HD (pre-HD), 36 symptomatic HD (symp-HD), and 34 healthy controls were segmented using FreeSurfer and FIRST. For the third approach, images were nonlinearly registered to an MNI template using ANTS, then segmented using FIRST. All automated methods overestimated amygdala volumes compared with manual segmentation. Dice overlap scores, indicating segmentation accuracy, were not significantly different between automated approaches. Manually segmented volumes were most statistically differentiable between groups, followed by those segmented by FreeSurfer, then ANTS/FIRST. FIRST-segmented volumes did not differ between groups. All automated methods produced a bias where volume overestimation was more severe for smaller amygdalae. This bias was subtle for FreeSurfer, but marked for FIRST, and moderate for ANTS/FIRST. Further, FreeSurfer introduced a hemispheric bias not evident with manual segmentation, producing larger right amygdalae by 8%. To assist choice of segmentation approach, we provide sample size estimation graphs based on sample size and other factors. If automated segmentation is employed in samples of the current size, FreeSurfer may effectively distinguish amygdala volume between controls and HD.
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Affiliation(s)
- Bonnie Alexander
- Turner Institute for Brain and Mental Health, School of Psychological SciencesMonash UniversityMelbourneVictoriaAustralia
- Murdoch Children's Research InstituteMelbourneVictoriaAustralia
| | - Nellie Georgiou‐Karistianis
- Turner Institute for Brain and Mental Health, School of Psychological SciencesMonash UniversityMelbourneVictoriaAustralia
| | - Richard Beare
- Murdoch Children's Research InstituteMelbourneVictoriaAustralia
- Department of MedicineMonash UniversityMelbourneVictoriaAustralia
| | - Lotta M. Ahveninen
- Turner Institute for Brain and Mental Health, School of Psychological SciencesMonash UniversityMelbourneVictoriaAustralia
| | | | - Julie C. Stout
- Turner Institute for Brain and Mental Health, School of Psychological SciencesMonash UniversityMelbourneVictoriaAustralia
| | - Yifat Glikmann‐Johnston
- Turner Institute for Brain and Mental Health, School of Psychological SciencesMonash UniversityMelbourneVictoriaAustralia
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23
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Ardan T, Baxa M, Levinská B, Sedláčková M, Nguyen TD, Klíma J, Juhás Š, Juhásová J, Šmatlíková P, Vochozková P, Motlík J, Ellederová Z. Transgenic minipig model of Huntington's disease exhibiting gradually progressing neurodegeneration. Dis Model Mech 2019; 13:dmm.041319. [PMID: 31645369 PMCID: PMC6918760 DOI: 10.1242/dmm.041319] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2019] [Accepted: 10/18/2019] [Indexed: 12/26/2022] Open
Abstract
Recently developed therapeutic approaches for the treatment of Huntington's disease (HD) require preclinical testing in large animal models. The minipig is a suitable experimental animal because of its large gyrencephalic brain, body weight of 70-100 kg, long lifespan, and anatomical, physiological and metabolic resemblance to humans. The Libechov transgenic minipig model for HD (TgHD) has proven useful for proof of concept of developing new therapies. However, to evaluate the efficacy of different therapies on disease progression, a broader phenotypic characterization of the TgHD minipig is needed. In this study, we analyzed the brain tissues of TgHD minipigs at the age of 48 and 60-70 months, and compared them to wild-type animals. We were able to demonstrate not only an accumulation of different forms of mutant huntingtin (mHTT) in TgHD brain, but also pathological changes associated with cellular damage caused by mHTT. At 48 months, we detected pathological changes that included the demyelination of brain white matter, loss of function of striatal neurons in the putamen and activation of microglia. At 60-70 months, we found a clear marker of neurodegeneration: significant cell loss detected in the caudate nucleus, putamen and cortex. This was accompanied by clusters of structures accumulating in the neurites of some neurons, a sign of their degeneration that is also seen in Alzheimer's disease, and a significant activation of astrocytes. In summary, our data demonstrate age-dependent neuropathology with later onset of neurodegeneration in TgHD minipigs. Summary: Longitudinal phenotyping of the minipig model for Huntington's disease demonstrates a slow and age-dependent neurodegeneration.
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Affiliation(s)
- Taras Ardan
- Laboratory of Cell Regeneration and Plasticity, Institute of Animal Physiology and Genetics, Czech Academy of Science, 27721 Libechov, Czech Republic
| | - Monika Baxa
- Laboratory of Cell Regeneration and Plasticity, Institute of Animal Physiology and Genetics, Czech Academy of Science, 27721 Libechov, Czech Republic
| | - Božena Levinská
- Laboratory of Cell Regeneration and Plasticity, Institute of Animal Physiology and Genetics, Czech Academy of Science, 27721 Libechov, Czech Republic
| | - Miroslava Sedláčková
- Laboratory of Cell Regeneration and Plasticity, Institute of Animal Physiology and Genetics, Czech Academy of Science, 27721 Libechov, Czech Republic.,Department of Histology and Embryology, Masaryk University in Brno, Faculty of Medicine, 62500 Brno, Czech Republic
| | - The Duong Nguyen
- Laboratory of Cell Regeneration and Plasticity, Institute of Animal Physiology and Genetics, Czech Academy of Science, 27721 Libechov, Czech Republic
| | - Jiří Klíma
- Laboratory of Cell Regeneration and Plasticity, Institute of Animal Physiology and Genetics, Czech Academy of Science, 27721 Libechov, Czech Republic
| | - Štefan Juhás
- Laboratory of Cell Regeneration and Plasticity, Institute of Animal Physiology and Genetics, Czech Academy of Science, 27721 Libechov, Czech Republic
| | - Jana Juhásová
- Laboratory of Cell Regeneration and Plasticity, Institute of Animal Physiology and Genetics, Czech Academy of Science, 27721 Libechov, Czech Republic
| | - Petra Šmatlíková
- Laboratory of Cell Regeneration and Plasticity, Institute of Animal Physiology and Genetics, Czech Academy of Science, 27721 Libechov, Czech Republic
| | - Petra Vochozková
- Laboratory of Cell Regeneration and Plasticity, Institute of Animal Physiology and Genetics, Czech Academy of Science, 27721 Libechov, Czech Republic
| | - Jan Motlík
- Laboratory of Cell Regeneration and Plasticity, Institute of Animal Physiology and Genetics, Czech Academy of Science, 27721 Libechov, Czech Republic
| | - Zdenka Ellederová
- Laboratory of Cell Regeneration and Plasticity, Institute of Animal Physiology and Genetics, Czech Academy of Science, 27721 Libechov, Czech Republic
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24
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The effect of impulsivity and inhibitory control deficits in the saccadic behavior of premanifest Huntington's disease individuals. Orphanet J Rare Dis 2019; 14:246. [PMID: 31703597 PMCID: PMC6839196 DOI: 10.1186/s13023-019-1218-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2019] [Accepted: 10/09/2019] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND This study aims to test response inhibition in premanifest Huntington's disease individuals (Pre-HD), in the context of a saccadic paradigm with working memory demands and fronto-executive load as a way to measure inhibitory control deficits and impulsive behavior in Huntington's disease (HD). METHODS The oculomotor function of 15 Pre-HD and 22 Control individuals was assessed using an experimental paradigm comprising four horizontal saccadic tasks: prosaccade (PS), antisaccade (AS), 1- or 2-back memory prosaccade (MPS), and 1- or 2-back memory antisaccade (MAS). Success rate, latency, directional and timing errors were calculated for each task. A comprehensive battery of neuropsychological tests was also used to assess the overall cognitive functioning of study participants. Statistical correlations between oculomotor, clinical and cognitive measures were computed for the Pre-HD group. RESULTS Pre-HD participants showed reduced success rate in the AS task, increased direction errors in the AS and MAS tasks and decreased latency in the MAS task when compared to Controls, despite presenting similar executive and memory scores in the conventional neuropsychological tests applied. Significant associations were identified between specific AS and MAS parameters and disease-related measures, cognitive skills and other oculomotor results of Pre-HD participants. CONCLUSIONS Our results show that oculomotor performance in premanifest Huntington's disease deteriorates once inhibitory control, working memory and/or fronto-executive load are added to the task. A more automatic pattern of performance, including a faster response time and directionally erroneous eye movements were detected in the oculomotor behavior of the Pre-HD group-these alterations were significantly correlated with disease stage and cognitive status. Our saccadic paradigm was able to capture impulsivity and inhibitory control deficits in a group of Pre-HD individuals on average far from symptom onset, thus holding the potential to identify the earliest disease-related changes.
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Wesson M, Boileau NR, Perlmutter JS, Paulsen JS, Barton SK, McCormack MK, Carlozzi NE. Suicidal Ideation Assessment in Individuals with Premanifest and Manifest Huntington Disease. J Huntingtons Dis 2019; 7:239-249. [PMID: 30056431 DOI: 10.3233/jhd-180299] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND Huntington disease (HD) is associated with increased risk of suicide. OBJECTIVE This study compares suicide ideation in HD to the general population, assesses factors associated with increased prevalence of suicidal thoughts, and compares clinician-rated to self-reported assessments of suicidal ideation. METHODS We examined 496 participants with premanifest or manifest HD. Clinician-rated suicidal ideation was measured using the Problem Behaviors Assessment - short form. Self-reported ideation was measured using two items from the HDQLIFE Concern with Death and Dying item bank. Independent sample t-tests were conducted to compare the prevalence of suicidal thoughts between our HD sample and the U.S. POPULATION Logistic regression analyses were used to determine characteristics associated with higher odds of clinically significant suicidal ideation. Kappa agreement coefficients were calculated to evaluate concurrence between clinician-rated and self-reported assessments. RESULTS Our sample had a significantly higher occurrence of suicidal ideation (19.76%) and suicidal plans (2.1%) than the general population (p < 0.0001). Odds of clinically significant suicidal ideation were 6.8 times higher in females (p = 0.04) on the clinician measure, and Hispanic/Latinos had 10.9 times higher odds than non-Hispanics (p = 0.025) on the self-report measure. Clinician-rated assessment had fair agreement (k = 0.2-0.4) with self-reported assessments, except in early stage HD where there was no overlap in the identification of participants with clinically significant suicidal ideation. DISCUSSION Assessment for suicidal ideation and clinically significant suicidal thoughts in HD with a multimodal approach that includes clinician-rated and self-report measures is critical at all stages of the disease.
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Affiliation(s)
- Melissa Wesson
- Department of Medical and Molecular Genetics, Indiana University, Indianapolis, IN, USA
| | - Nicholas R Boileau
- Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI, USA
| | - Joel S Perlmutter
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA.,Radiology, Neuroscience, Physical Therapy, Occupational Therapy, Washington University in St. Louis, St. Louis, MO, USA
| | - Jane S Paulsen
- Neurology, Psychiatry, Psychological and Brain Sciences, University of Iowa, Iowa City, IA, USA
| | - Stacey K Barton
- Department of Neurology, Washington University in St. Louis, St. Louis, MO, USA
| | - Michael K McCormack
- Department of Pathology, Rowan University School of Medicine, Glassboro, NJ, USA.,Department of Psychiatry, Rutgers-RWJMS, Piscataway Township, NJ, USA
| | - Noelle E Carlozzi
- Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI, USA
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Webb WM, Chapman PR, Sung VW, Dean MN. Involuntary Movements with Abnormal Brain Imaging Led to the Diagnosis. J Pediatr 2019; 213:246-246.e1. [PMID: 31204021 DOI: 10.1016/j.jpeds.2019.05.046] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Accepted: 05/16/2019] [Indexed: 01/15/2023]
Affiliation(s)
- William M Webb
- Medical Scientist Training Program, The University of Alabama at Birmingham, Birmingham, Alabama
| | - Philip R Chapman
- Department of Radiology, The University of Alabama at Birmingham, Birmingham, Alabama
| | - Victor W Sung
- Department of Neurology, The University of Alabama at Birmingham, Birmingham, Alabama
| | - Marissa N Dean
- Department of Neurology, The University of Alabama at Birmingham, Birmingham, Alabama
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Mantuano E, Peconi M, Scarabino D. Can leukocyte telomere shortening be a possible biomarker to track Huntington's disease progression? Neural Regen Res 2019; 14:1709-1710. [PMID: 31169183 PMCID: PMC6585568 DOI: 10.4103/1673-5374.257522] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Accepted: 03/07/2019] [Indexed: 11/24/2022] Open
Affiliation(s)
- Elide Mantuano
- CNR Institute of Translational Pharmacology, Rome, Italy
| | - Martina Peconi
- CNR Institute of Translational Pharmacology, Rome, Italy
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28
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Carlozzi NE, Boileau NR, Paulsen JS, Perlmutter JS, Lai JS, Hahn EA, McCormack MK, Nance MA, Cella D, Barton SK, Downing NR. End-of-life measures in Huntington disease: HDQLIFE Meaning and Purpose, Concern with Death and Dying, and End of Life Planning. J Neurol 2019; 266:2406-2422. [PMID: 31190171 DOI: 10.1007/s00415-019-09417-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2019] [Revised: 05/30/2019] [Accepted: 06/01/2019] [Indexed: 12/15/2022]
Abstract
BACKGROUND AND PURPOSE Huntington disease (HD) is a progressive neurodegenerative disorder. There are no HD-specific measures to assess for end-of-life (EOL) preferences that have been validated for clinical use. The purpose of this study is to demonstrate reliability and validity of three HD-specific EOL measures for use in and clinical research settings. METHODS We examined internal reliability, test-retest reliability, floor and ceiling effects, convergent and discriminant validity, known groups' validity, measurement error, and change over time to systematically examine reliability and validity of the HDQLIFE EOL measures. RESULTS Internal consistency and test-retest reliability were > 0.70. The measures were generally free of floor and ceiling effects and measurement error was minimal. Convergent and discriminant validity were consistent with well-known constructs in the field. Hypotheses for known groups validity were partially supported (there were generally group differences for the EOL planning measures, but not for meaning and purpose or concern with death and dying). Measurement error was acceptable and there were minimal changes over time across the EOL measures. CONCLUSIONS Results support the clinical utility of the HDQLIFE EOL measures in persons with HD.
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Affiliation(s)
- Noelle E Carlozzi
- Department of Physical Medicine and Rehabilitation, University of Michigan, North Campus Research Complex, 2800 Plymouth Road, Building NCRC B14, Room G216, Ann Arbor, MI, 8109-2800, USA.
| | - Nicholas R Boileau
- Department of Physical Medicine and Rehabilitation, University of Michigan, North Campus Research Complex, 2800 Plymouth Road, Building NCRC B14, Room G216, Ann Arbor, MI, 8109-2800, USA
| | - Jane S Paulsen
- Department of Psychiatry, Carver College of Medicine, The University of Iowa, Iowa City, IA, USA.,Department of Neurology, Carver College of Medicine, The University of Iowa, Iowa City, IA, USA.,Department of Psychological and Brain Sciences, The University of Iowa, Iowa City, IA, USA
| | - Joel S Perlmutter
- Neurology, Radiology, Neuroscience, Physical Therapy, Occupational Therapy, Washington University in St. Louis, St. Louis, MO, USA
| | - Jin-Shei Lai
- Department of Medical Social Sciences, Northwestern University, Chicago, IL, USA
| | - Elizabeth A Hahn
- Department of Medical Social Sciences, Northwestern University, Chicago, IL, USA
| | - Michael K McCormack
- Department of Pathology, Rowan University-SOM, Stratford, NJ, USA.,Department of Psychiatry, Rutgers University, RWJMS, Piscataway, NJ, USA
| | - Martha A Nance
- Struthers Parkinson's Center, Golden Valley, MN, USA.,Hennepin County Medical Center, Minneapolis, MN, USA
| | - David Cella
- Department of Medical Social Sciences, Northwestern University, Chicago, IL, USA.,Department of Preventive Medicine, Northwestern University, Chicago, IL, USA.,Northwestern University, Evanston, IL, USA
| | - Stacey K Barton
- Neurology, Radiology, Neuroscience, Physical Therapy, Occupational Therapy, Washington University in St. Louis, St. Louis, MO, USA
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Huguet G, Temel Y, Kádár E, Pol S, Casaca-Carreira J, Segura-Torres P, Jahanshahi A. Altered expression of dopaminergic cell fate regulating genes prior to manifestation of symptoms in a transgenic rat model of Huntington's disease. Brain Res 2019; 1712:101-108. [PMID: 30711400 DOI: 10.1016/j.brainres.2019.01.041] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Revised: 01/24/2019] [Accepted: 01/30/2019] [Indexed: 12/18/2022]
Abstract
Hyperactivity of the dopaminergic pathway is thought to contribute to clinical symptoms in the early stages of Huntington's disease (HD). It is suggested to be result of a reduced dopaminergic inhibition by degeneration of medium spiny neurons in the striatum. Previously, we have shown that the number of dopaminergic cells is increased in the dorsal raphe nucleus (DRN) of HD patients and transgenic HD (tgHD) rats during the manifestation phase of the disease; as well as in the substantia nigra pars compacta (SNc) and ventral tegmental area (VTA) of tgHD rats. To address whether these changes are secondary to neurodegeneration or take place in the pre-manifest phase of the disease, we examined the expression of genes controlling neuronal cell fate and genes that define dopaminergic cell phenotype. In the SNc-VTA of tgHD rats, Msx1 was upregulated, which correlated with an altered expression of transcription factors Zbtb16 and Tcf12. Zbtb16 was upregulated in the DRN and it was the only gene that showed a correlated expression in the tgHD rats between SNc-VTA and DRN. Zbtb16 may be a candidate for regionally tuning its cell populations, resulting in the increase in dopaminergic cells observed in our previous studies. Here, we demonstrated an altered expression of genes related to dopaminergic cell fate regulation in the brainstem of 6 months-old tgHD rats. This suggests that changes in dopaminergic system in HD precede the manifestation of clinical symptoms, contradicting the theory that hyperdopaminergic status in HD is a consequence of neurodegeneration in the striatum.
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Affiliation(s)
- Gemma Huguet
- Departament de Biologia, Universitat de Girona, Girona, Spain.
| | - Yasin Temel
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands.
| | - Elisabet Kádár
- Departament de Biologia, Universitat de Girona, Girona, Spain.
| | - Sylvana Pol
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands.
| | - Joao Casaca-Carreira
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands.
| | - Pilar Segura-Torres
- Departament de Psicobiologia i de Metodologia de les Ciències de la Salut, Universitat Autònoma de Barcelona, Bellaterra, Barcelona, Spain.
| | - Ali Jahanshahi
- Department of Neurosurgery, Maastricht University Medical Center, Maastricht, The Netherlands.
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Abstract
OBJECTIVES Apathy is a debilitating symptom of Huntington's disease (HD) and manifests before motor diagnosis, making it an excellent therapeutic target in the preclinical phase of Huntington's disease (prHD). HD is a neurological genetic disorder characterized by cognitive and motor impairment, and psychiatric abnormalities. Apathy is not well characterized within the prHD. In previous literature, damage to the caudate and putamen has been correlated with increased apathy in other neurodegenerative and movement disorders. The objective of this study was to determine whether apathy severity in individuals with prHD is related to striatum volumes and cognitive control. We hypothesized that, within prHD individuals, striatum volumes and cognitive control scores would be related to apathy. METHODS We constructed linear mixed models to analyze striatum volumes and cognitive control, a composite measure that includes tasks assessing with apathy scores from 797 prHD participants. The outcome variable for each model was apathy, and the independent variables for the four separate models were caudate volume, putamen volume, cognitive control score, and motor symptom score. We also included depression as a covariate to ensure that our results were not solely related to mood. RESULTS Caudate and putamen volumes, as well as measures of cognitive control, were significantly related to apathy scores even after controlling for depression. CONCLUSIONS The behavioral apathy expressed by these individuals was related to regions of the brain commonly associated with isolated apathy, and not a direct result of mood symptoms. (JINS, 2019, 25, 462-469).
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Júlio F, Ribeiro MJ, Patrício M, Malhão A, Pedrosa F, Gonçalves H, Simões M, van Asselen M, Simões MR, Castelo-Branco M, Januário C. A Novel Ecological Approach Reveals Early Executive Function Impairments in Huntington's Disease. Front Psychol 2019; 10:585. [PMID: 30967810 PMCID: PMC6438896 DOI: 10.3389/fpsyg.2019.00585] [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: 11/22/2018] [Accepted: 03/01/2019] [Indexed: 11/13/2022] Open
Abstract
Introduction: Impairments in executive functions are common in neurogenetic disorders such as Huntington's disease (HD) and are thought to significantly influence the patient's functional status. Reliable tools with higher ecological validity that can assess and predict the impact of executive dysfunction in daily-life performance are needed. This study aimed to develop and validate a novel non-immersive virtual reality task ("EcoKitchen") created with the purpose of capturing cognitive and functional changes shown by HD carriers without clinical manifestations of the disease (Premanifest HD), in a more realistic setting. Materials and Methods: We designed a virtual reality task with three blocks of increasing executive load. The performance of three groups (Controls, CTRL; Premanifest HD individuals, HP; Early Manifest HD patients, HD) was compared in four main components of the study protocol: the EcoKitchen; a subjective (self-report) measure - "The Adults and Older Adults Functional Assessment Inventory (IAFAI)"; the "Behavioural Assessment of Dysexecutive Syndrome battery (BADS)"; and a conventional neuropsychological test battery. We also examined statistical associations between EcoKitchen and the other executive, functional and clinical measures used. Results: The HD group showed deficits in all the assessment methods used. In contrast, the HP group was only found to be impaired in the EcoKitchen task, particularly in the most cognitively demanding blocks, where they showed a higher number of errors compared to the CTRL group. Statistically significant correlations were identified between the EcoKitchen, measures of the other assessment tools, and HD clinical features. Discussion: The EcoKitchen task, developed as an ecological executive function assessment tool, was found to be sensitive to early deficits in this domain. Critically, in premanifest HD individuals, it identifies dysfunction prior to symptom onset. Further it adds a potential tool for diagnosis and management of the patients' real-life problems.
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Affiliation(s)
- Filipa Júlio
- Faculty of Psychology and Education Sciences, University of Coimbra, Coimbra, Portugal
- Coimbra Institute for Clinical and Biomedical Research, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
- Coimbra Institute for Biomedical Imaging and Translational Research, University of Coimbra, Coimbra, Portugal
| | - Maria J. Ribeiro
- Coimbra Institute for Clinical and Biomedical Research, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
- Coimbra Institute for Biomedical Imaging and Translational Research, University of Coimbra, Coimbra, Portugal
| | - Miguel Patrício
- Coimbra Institute for Clinical and Biomedical Research, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
- Coimbra Institute for Biomedical Imaging and Translational Research, University of Coimbra, Coimbra, Portugal
| | - Alexandre Malhão
- Coimbra Institute for Clinical and Biomedical Research, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
- Coimbra Institute for Biomedical Imaging and Translational Research, University of Coimbra, Coimbra, Portugal
| | - Fábio Pedrosa
- Coimbra Institute for Clinical and Biomedical Research, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
- Coimbra Institute for Biomedical Imaging and Translational Research, University of Coimbra, Coimbra, Portugal
| | - Hélio Gonçalves
- Coimbra Institute for Clinical and Biomedical Research, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
- Coimbra Institute for Biomedical Imaging and Translational Research, University of Coimbra, Coimbra, Portugal
| | - Marco Simões
- Coimbra Institute for Clinical and Biomedical Research, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
- Coimbra Institute for Biomedical Imaging and Translational Research, University of Coimbra, Coimbra, Portugal
| | - Marieke van Asselen
- Coimbra Institute for Clinical and Biomedical Research, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
- Coimbra Institute for Biomedical Imaging and Translational Research, University of Coimbra, Coimbra, Portugal
| | - Mário R. Simões
- Faculty of Psychology and Education Sciences, University of Coimbra, Coimbra, Portugal
- Center for Research in Neuropsychology and Cognitive Behavioral Intervention, Faculty of Psychology and Education Sciences, University of Coimbra, Coimbra, Portugal
| | - Miguel Castelo-Branco
- Coimbra Institute for Clinical and Biomedical Research, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
- Coimbra Institute for Biomedical Imaging and Translational Research, University of Coimbra, Coimbra, Portugal
- Institute of Nuclear Sciences Applied to Health, University of Coimbra, Coimbra, Portugal
- Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Cristina Januário
- Coimbra Institute for Clinical and Biomedical Research, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
- Coimbra Institute for Biomedical Imaging and Translational Research, University of Coimbra, Coimbra, Portugal
- Faculty of Medicine, University of Coimbra, Coimbra, Portugal
- Coimbra University Hospital, Coimbra, Portugal
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Carlozzi NE, Schilling S, Kratz AL, Paulsen JS, Frank S, Stout JC. Understanding patient-reported outcome measures in Huntington disease: at what point is cognitive impairment related to poor measurement reliability? Qual Life Res 2018; 27:2541-2555. [PMID: 29909483 PMCID: PMC6295362 DOI: 10.1007/s11136-018-1912-6] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/07/2018] [Indexed: 10/14/2022]
Abstract
PURPOSE Symptom progression in Huntington disease (HD) is associated with cognitive decline which may interfere with the self-report of symptoms. Unfortunately, data to support or refute the psychometric reliability of patient-reported outcomes (PROs) as HD progresses are limited. This is problematic given that PROs are increasingly recognized as important measures of efficacy for new treatments. METHODS We examined PRO data from the HDQLIFE Measurement System (Speech Difficulties; Swallowing Difficulties; Chorea) in 509 individuals with premanifest, early-stage, or late-stage HD. Clinician-administered assessments of motor functioning (items from the UHDRS) and standardized objective assessments of cognition (Stroop, Symbol Digit Modalities) were also collected. We examined item bias using differential item functioning (DIF) across HD stage (premanifest, early-, late-) and relative to cognitive performance. We also examined the correlations between self-report and clinician ratings. Regression models that considered total cognitive ability were utilized to determine psychometric reliability of the PROs. RESULTS Most PRO items were free from DIF for both staging and cognition. There were modest correlations between PROs and clinician report (ranged from - 0.40 to - 0.60). Modeling analyses indicated that psychometric reliability breaks down with poorer cognition and more progressed disease stage; split-half reliability was compromised (i.e., split-half reliability < 0.80) when scores were < 136 for Chorea, < 109 for Speech Difficulties, and < 179 for Swallowing Difficulties. CONCLUSIONS Results indicate that the psychometric reliability of PROs can be compromised as HD symptoms progress and cognition declines. Clinicians should consider PROs in conjunction with other types of assessments when total cognition scores exceed critical thresholds.
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Affiliation(s)
- N E Carlozzi
- Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI, USA.
- Department of Physical Medicine & Rehabilitation, University of Michigan, North Campus Research Complex, 2800 Plymouth Road, Building NCRC B14, Room G216, Ann Arbor, MI, 48109-2800, USA.
| | - S Schilling
- Institute for Social Research, University of Michigan, Ann Arbor, MI, USA
| | - A L Kratz
- Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI, USA
| | - J S Paulsen
- Department of Psychiatry, Carver College of Medicine, The University of Iowa, Iowa City, IA, USA
- Department of Neurology, Carver College of Medicine, The University of Iowa, Iowa City, IA, USA
- Department of Psychology, The University of Iowa, Iowa City, IA, USA
| | - S Frank
- Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - J C Stout
- School of Psychological Sciences, Monash University, Clayton, VIC, Australia
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Vidinská D, Vochozková P, Šmatlíková P, Ardan T, Klíma J, Juhás Š, Juhásová J, Bohuslavová B, Baxa M, Valeková I, Motlík J, Ellederová Z. Gradual Phenotype Development in Huntington Disease Transgenic Minipig Model at 24 Months of Age. NEURODEGENER DIS 2018; 18:107-119. [DOI: 10.1159/000488592] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2017] [Accepted: 03/20/2018] [Indexed: 11/19/2022] Open
Abstract
Background: Huntington disease (HD) is an incurable neurodegenerative disease caused by the expansion of a polyglutamine sequence in a gene encoding the huntingtin (Htt) protein, which is expressed in almost all cells of the body. In addition to small animal models, new therapeutic approaches (including gene therapy) require large animal models as their large brains are a more realistic model for translational research. Objective: In this study, we describe phenotype development in transgenic minipigs (TgHD) expressing the N-terminal part of mutated human Htt at the age of 24 months. Methods: TgHD and wild-type littermates were compared. Western blot analysis and subcellular fractionation of different tissues was used to determine the fragmentation of Htt. Immunohistochemistry and optical analysis of coronal sections measuring aggregates, Htt expression, neuroinflammation, and myelination was applied. Furthermore, the expression of Golgi protein acyl-CoA binding domain containing 3 (ACBD3) was analyzed. Results: We found age-correlated Htt fragmentation in the brain. Among various tissues studied, the testes displayed the highest fragmentation, with Htt fragments detectable even in cell nuclei. Also, Golgi protein ACBD3 was upregulated in testes, which is in agreement with previously reported testicular degeneration in TgHD minipigs. Nevertheless, the TgHD-specific mutated Htt fragments were also present in the cytoplasm of striatum and cortex cells. Moreover, microglial cells were activated and myelination was slightly decreased, suggesting the development of a premanifest stage of neurodegeneration in TgHD minipigs. Conclusions: The gradual development of a neurodegenerative phenotype, accompanied with testicular degeneration, is observed in 24- month-old TgHD minipigs.
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Agreement between clinician-rated versus patient-reported outcomes in Huntington disease. J Neurol 2018; 265:1443-1453. [PMID: 29687215 DOI: 10.1007/s00415-018-8852-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2017] [Revised: 03/27/2018] [Accepted: 03/29/2018] [Indexed: 01/24/2023]
Abstract
BACKGROUND Clinician-rated measures of functioning are often used as primary endpoints in clinical trials and other behavioral research in Huntington disease. As study costs for clinician-rated assessments are not always feasible, there is a question of whether patient self-report of commonly used clinician-rated measures may serve as acceptable alternatives in low risk behavioral trials. AIM The purpose of this paper was to determine the level of agreement between self-report and clinician-ratings of commonly used functional assessment measures in Huntington disease. DESIGN 486 participants with premanifest or manifest Huntington disease were examined. Total Functional Capacity, Functional Assessment, and Independence Scale assessments from the Unified Huntington Disease Rating scale were completed by clinicians; a self-report version was also completed by individuals with Huntington disease. Cronbach's α was used to examine internal consistency, one-way analysis of variance was used to examine group differences, and paired t tests, kappa agreement coefficients, and intra-class correlations were calculated to determine agreement between raters. RESULTS Internal consistency for self-reported ratings of functional capacity and ability were good. There were significant differences between those with premanifest, early-, and late-stage disease; those with later-stage disease reported less ability and independence than the other clinical groups. Although self-report ratings were not a perfect match with associated clinician-rated measures, differences were small. Cutoffs for achieving specified levels of agreement are provided. CONCLUSIONS Depending on the acceptable margin of error in a study, self-reported administration of these functional assessments may be appropriate when clinician-related assessments are not feasible.
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Espinoza FA, Turner JA, Vergara VM, Miller RL, Mennigen E, Liu J, Misiura MB, Ciarochi J, Johnson HJ, Long JD, Bockholt HJ, Magnotta VA, Paulsen JS, Calhoun VD. Whole-Brain Connectivity in a Large Study of Huntington's Disease Gene Mutation Carriers and Healthy Controls. Brain Connect 2018; 8:166-178. [PMID: 29291624 DOI: 10.1089/brain.2017.0538] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Huntington's disease (HD) is an inherited brain disorder characterized by progressive motor, cognitive, and behavioral dysfunctions. It is caused by abnormally large trinucleotide cytosine-adenine-guanine (CAG) repeat expansions on exon 1 of the Huntingtin gene. CAG repeat length (CAG-RL) inversely correlates with an earlier age of onset. Region-based studies have shown that HD gene mutation carrier (HDgmc) individuals (CAG-RL ≥36) present functional connectivity alterations in subcortical (SC) and default mode networks. In this analysis, we expand on previous HD studies by investigating associations between CAG-RL and connectivity in the whole brain, as well as between CAG-dependent connectivity and motor and cognitive performances. We used group-independent component analysis on resting-state functional magnetic resonance imaging scans of 261 individuals (183 HDgmc and 78 healthy controls) from the PREDICT-HD study, to obtain whole-brain resting state networks (RSNs). Regression analysis was applied within and between RSNs connectivity (functional network connectivity [FNC]) to identify CAG-RL associations. Connectivity within the putamen RSN is negatively correlated with CAG-RL. The FNC between putamen and insula decreases with increasing CAG-RL, and also shows significant associations with motor and cognitive measures. The FNC between calcarine and middle frontal gyri increased with CAG-RL. In contrast, FNC in other visual (VIS) networks declined with increasing CAG-RL. In addition to observed effects in SC areas known to be related to HD, our study identifies a strong presence of alterations in VIS regions less commonly observed in previous reports and provides a step forward in understanding FNC dysfunction in HDgmc.
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Affiliation(s)
- Flor A Espinoza
- 1 Department of Translational Neuroscience, The Mind Research Network , Albuquerque, New Mexico
| | - Jessica A Turner
- 2 Departments of Psychology and Neuroscience, Georgia State University , Atlanta, Georgia
| | - Victor M Vergara
- 1 Department of Translational Neuroscience, The Mind Research Network , Albuquerque, New Mexico
| | - Robyn L Miller
- 1 Department of Translational Neuroscience, The Mind Research Network , Albuquerque, New Mexico
| | - Eva Mennigen
- 1 Department of Translational Neuroscience, The Mind Research Network , Albuquerque, New Mexico
| | - Jingyu Liu
- 1 Department of Translational Neuroscience, The Mind Research Network , Albuquerque, New Mexico
| | - Maria B Misiura
- 2 Departments of Psychology and Neuroscience, Georgia State University , Atlanta, Georgia
| | - Jennifer Ciarochi
- 2 Departments of Psychology and Neuroscience, Georgia State University , Atlanta, Georgia
| | - Hans J Johnson
- 3 Department of Psychiatry, Neurology, Psychological and Brain Sciences, University of Iowa , Iowa City, Iowa
| | - Jeffrey D Long
- 3 Department of Psychiatry, Neurology, Psychological and Brain Sciences, University of Iowa , Iowa City, Iowa.,4 Department of Biostatistics, University of Iowa , Iowa City, Iowa
| | - Henry J Bockholt
- 1 Department of Translational Neuroscience, The Mind Research Network , Albuquerque, New Mexico .,3 Department of Psychiatry, Neurology, Psychological and Brain Sciences, University of Iowa , Iowa City, Iowa
| | | | - Jane S Paulsen
- 3 Department of Psychiatry, Neurology, Psychological and Brain Sciences, University of Iowa , Iowa City, Iowa
| | - Vince D Calhoun
- 1 Department of Translational Neuroscience, The Mind Research Network , Albuquerque, New Mexico .,6 Department of Electrical and Computer Engineering, University of New Mexico , Albuquerque, New Mexico
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Hahn EA, Downing NR, Stout JC, Paulsen JS, Ready B, Goodnight S, Lai JS, Miner JA, Carlozzi NE. Understanding the need for assistance with survey completion in people with Huntington disease. Qual Life Res 2018; 27:801-810. [PMID: 29214414 PMCID: PMC5845783 DOI: 10.1007/s11136-017-1747-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/26/2017] [Indexed: 11/25/2022]
Abstract
PURPOSE In Huntington disease (HD), motor, cognitive, and psychiatric changes can have a detrimental impact on health-related quality of life (HRQOL). The purpose of this paper is to describe the extent and type of assistance needed to complete online HRQOL surveys, and the impact of assistance on HRQOL scores. METHODS A patient-reported outcome measurement system was developed for HD-specific HRQOL. Individuals across the prodromal and diagnosed disease severity spectrum (n = 532) completed surveys by computer, and reported the amount and type of assistance they received. RESULTS Some participants (n = 56; 10.5%) did not complete all surveys; this group had larger proportions with late stage disease, racial/ethnic minority status, low education and single marital status, and poorer motor, independence and cognitive function compared to those who completed all surveys (n = 476). Overall, 72% of individuals did not receive assistance, 11% received computer assistance only, and 17% received assistance answering the survey questions. The majority of late stage individuals (78%) received some assistance compared to early stage (29%) and prodromal individuals (< 1%). Those who received assistance had higher proportions with late stage disease, were older, had less education, and had poorer functional and cognitive skills. Before and after adjustment for sociodemographic and clinical characteristics, those who received assistance had poorer scores on some HRQOL outcomes than those who did not receive assistance. CONCLUSIONS Computer-based assessments are feasible for many persons with HD, although other methods may also be needed. Clinicians and researchers should develop strategies to assist people with HD to complete HRQOL surveys.
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Affiliation(s)
- Elizabeth A Hahn
- Department of Medical Social Sciences and Center for Patient-Centered Outcomes, Northwestern University Feinberg School of Medicine, 633 N. St. Clair St., Suite 1900, Chicago, IL, 60611, USA.
| | - Nancy R Downing
- College of Nursing, Texas A&M University Health Science Center, Bryan, TX, USA
| | - Julie C Stout
- School of Psychological Sciences, Institute of Cognitive and Clinical Neurosciences, Monash University, Clayton, VIC, Australia
| | - Jane S Paulsen
- Departments of Neurology, Psychiatry, and Psychological and Brain Sciences, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Becky Ready
- Psychological and Brain Sciences, University of Massachusetts, Amherst, MA, USA
| | - Siera Goodnight
- Department of Physical Medicine and Rehabilitation, Center for Clinical Outcomes Development and Application (CODA), University of Michigan, Ann Arbor, MI, USA
| | - Jin-Shei Lai
- Department of Medical Social Sciences and Center for Patient-Centered Outcomes, Northwestern University Feinberg School of Medicine, 633 N. St. Clair St., Suite 1900, Chicago, IL, 60611, USA
| | - Jennifer A Miner
- Department of Physical Medicine and Rehabilitation, Center for Clinical Outcomes Development and Application (CODA), University of Michigan, Ann Arbor, MI, USA
| | - Noelle E Carlozzi
- Department of Physical Medicine and Rehabilitation, Center for Clinical Outcomes Development and Application (CODA), University of Michigan, Ann Arbor, MI, USA
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Lai JS, Goodnight S, Downing NR, Ready RE, Paulsen JS, Kratz AL, Stout JC, McCormack MK, Cella D, Ross C, Russell J, Carlozzi NE. Evaluating cognition in individuals with Huntington disease: Neuro-QoL cognitive functioning measures. Qual Life Res 2018; 27:811-822. [PMID: 29222609 PMCID: PMC5845825 DOI: 10.1007/s11136-017-1755-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/26/2017] [Indexed: 10/18/2022]
Abstract
PURPOSE Cognitive functioning impacts health-related quality of life (HRQOL) for individuals with Huntington disease (HD). The Neuro-QoL includes two patient-reported outcome (PRO) measures of cognition-Executive Function (EF) and General Concerns (GC). These measures have not previously been validated for use in HD. The purpose of this analysis is to evaluate the reliability and validity of the Neuro-QoL Cognitive Function measures for use in HD. METHODS Five hundred ten individuals with prodromal or manifest HD completed the Neuro-QoL Cognition measures, two other PRO measures of HRQOL (WHODAS 2.0 and EQ5D), and a depression measure (PROMIS Depression). Measures of functioning The Total Functional Capacity and behavior (Problem Behaviors Assessment) were completed by clinician interview. Objective measures of cognition were obtained using clinician-administered Symbol Digit Modalities Test and the Stroop Test (Word, Color, and Interference). Self-rated, clinician-rated, and objective composite scores were developed. We examined the Neuro-QoL measures for reliability, convergent validity, discriminant validity, and known-groups validity. RESULTS Excellent reliabilities (Cronbach's alphas ≥ 0.94) were found. Convergent validity was supported, with strong relationships between self-reported measures of cognition. Discriminant validity was supported by less robust correlations between self-reported cognition and other constructs. Prodromal participants reported fewer cognitive problems than manifest groups, and early-stage HD participants reported fewer problems than late-stage HD participants. CONCLUSIONS The Neuro-QoL Cognition measures provide reliable and valid assessments of self-reported cognitive functioning for individuals with HD. Findings support the utility of these measures for assessing self-reported cognition.
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Affiliation(s)
- Jin-Shei Lai
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, 633 N St Clair, 19th Floor, Chicago, IL, 60611, USA.
| | - Siera Goodnight
- Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI, USA
| | | | - Rebecca E Ready
- Department of Psychological and Brain Sciences, University of Massachusetts, Amherst, MA, USA
| | - Jane S Paulsen
- Departments of Psychiatry, Neurology, and Psychological and Brain Sciences, Carver College of Medicine, The University of Iowa, Iowa City, IA, USA
| | - Anna L Kratz
- Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI, USA
| | - Julie C Stout
- Institute of Cognitive and Clinical Neurosciences, School of Psychological Sciences, Monash University, Clayton, VIC, Australia
| | | | - David Cella
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, 633 N St Clair, 19th Floor, Chicago, IL, 60611, USA
| | - Christopher Ross
- Departments of Psychiatry, Neurology, Pharmacology and Neuroscience, Johns Hopkins University, Baltimore, MD, USA
| | - Jenna Russell
- Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI, USA
| | - Noelle E Carlozzi
- Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI, USA
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Li X, Xie S, Zeng D, Wang Y. Efficient ℓ 0 -norm feature selection based on augmented and penalized minimization. Stat Med 2018; 37:473-486. [PMID: 29082539 PMCID: PMC5768461 DOI: 10.1002/sim.7526] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2015] [Revised: 07/04/2017] [Accepted: 09/13/2017] [Indexed: 11/06/2022]
Abstract
Advances in high-throughput technologies in genomics and imaging yield unprecedentedly large numbers of prognostic biomarkers. To accommodate the scale of biomarkers and study their association with disease outcomes, penalized regression is often used to identify important biomarkers. The ideal variable selection procedure would search for the best subset of predictors, which is equivalent to imposing an ℓ0 -penalty on the regression coefficients. Since this optimization is a nondeterministic polynomial-time hard (NP-hard) problem that does not scale with number of biomarkers, alternative methods mostly place smooth penalties on the regression parameters, which lead to computationally feasible optimization problems. However, empirical studies and theoretical analyses show that convex approximation of ℓ0 -norm (eg, ℓ1 ) does not outperform their ℓ0 counterpart. The progress for ℓ0 -norm feature selection is relatively slower, where the main methods are greedy algorithms such as stepwise regression or orthogonal matching pursuit. Penalized regression based on regularizing ℓ0 -norm remains much less explored in the literature. In this work, inspired by the recently popular augmenting and data splitting algorithms including alternating direction method of multipliers, we propose a 2-stage procedure for ℓ0 -penalty variable selection, referred to as augmented penalized minimization-L0 (APM-L0 ). The APM-L0 targets ℓ0 -norm as closely as possible while keeping computation tractable, efficient, and simple, which is achieved by iterating between a convex regularized regression and a simple hard-thresholding estimation. The procedure can be viewed as arising from regularized optimization with truncated ℓ1 norm. Thus, we propose to treat regularization parameter and thresholding parameter as tuning parameters and select based on cross-validation. A 1-step coordinate descent algorithm is used in the first stage to significantly improve computational efficiency. Through extensive simulation studies and real data application, we demonstrate superior performance of the proposed method in terms of selection accuracy and computational speed as compared to existing methods. The proposed APM-L0 procedure is implemented in the R-package APML0.
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Affiliation(s)
- Xiang Li
- Statistics and Decision Sciences, Janssen Research & Development, LLC, Raritan, NJ, USA
| | - Shanghong Xie
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY 10032, USA
| | - Donglin Zeng
- Department of Biostatistics, University of North Carolina, Chapel Hill, North Carolina 27599, USA
| | - Yuanjia Wang
- Department of Biostatistics, Mailman School of Public Health, Columbia University, New York, NY 10032, USA
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Quaid KA, Eberly SW, Kayson-Rubin E, Oakes D, Shoulson I. Factors related to genetic testing in adults at risk for Huntington disease: the prospective Huntington at-risk observational study (PHAROS). Clin Genet 2017; 91:824-831. [PMID: 27740685 PMCID: PMC5392180 DOI: 10.1111/cge.12893] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2016] [Revised: 10/07/2016] [Accepted: 10/11/2016] [Indexed: 11/30/2022]
Abstract
Huntington disease (HD) is a late onset ultimately fatal neurodegenerative disorder caused by a cytosine-adenine-guanine ( CAG) triplet repeat expansion in the Huntingtin gene which was discovered in 1993. The PHAROS study is a unique observational study of 1001 individuals at risk for HD who had not been previously tested for HD and who had no plans to do so. In this cohort, 104 (10%) individuals changed their minds and chose to be tested during the course of the study but outside of the study protocol. Baseline behavioral scores, especially apathy, were more strongly associated with later genetic testing than motor and chorea scores, particularly among subjects with expanded CAG repeat length. In the CAG expanded group, those choosing to be tested were older and had more chorea and higher scores on the behavioral section of the unified Huntington's disease rating scale at baseline than those not choosing to be tested. Following genetic testing, 56% of subjects with CAG < 37 had less depression when compared to prior to testing, but depression generally stayed the same or increased for 64% of subjects in the expanded group. This finding suggests that approaches to testing must continue to be cautious, with appropriate medical, psychological and social support.
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Affiliation(s)
- Kimberly A. Quaid
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN
| | - Shirley W. Eberly
- Department of Biostatistics and Computational Biology, University of Rochester Medical Center, Rochester, NY
| | - Elise Kayson-Rubin
- Department of Neurology and CHET, University of Rochester Medical Center, Rochester, NY
| | - David Oakes
- Department of Biostatistics and Computational Biology, University of Rochester Medical Center, Rochester, NY
| | - Ira Shoulson
- Department of Neurology and Program for Regulatory Science & Medicine (PRSM), Georgetown University, Washington, DC
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40
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Cognitive Control, Learning, and Clinical Motor Ratings Are Most Highly Associated with Basal Ganglia Brain Volumes in the Premanifest Huntington's Disease Phenotype. J Int Neuropsychol Soc 2017; 23:159-170. [PMID: 28205498 PMCID: PMC5803794 DOI: 10.1017/s1355617716001132] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
OBJECTIVES Huntington's disease (HD) is a debilitating genetic disorder characterized by motor, cognitive and psychiatric abnormalities associated with neuropathological decline. HD pathology is the result of an extended chain of CAG (cytosine, adenine, guanine) trinucleotide repetitions in the HTT gene. Clinical diagnosis of HD requires the presence of an otherwise unexplained extrapyramidal movement disorder in a participant at risk for HD. Over the past 15 years, evidence has shown that cognitive, psychiatric, and subtle motor dysfunction is evident decades before traditional motor diagnosis. This study examines the relationships among subcortical brain volumes and measures of emerging disease phenotype in prodromal HD, before clinical diagnosis. METHODS The dataset includes 34 cognitive, motor, psychiatric, and functional variables and five subcortical brain volumes from 984 prodromal HD individuals enrolled in the PREDICT HD study. Using cluster analyses, seven distinct clusters encompassing cognitive, motor, psychiatric, and functional domains were identified. Individual cluster scores were then regressed against the subcortical brain volumetric measurements. RESULTS Accounting for site and genetic burden (the interaction of age and CAG repeat length) smaller caudate and putamen volumes were related to clusters reflecting motor symptom severity, cognitive control, and verbal learning. CONCLUSIONS Variable reduction of the HD phenotype using cluster analysis revealed biologically related domains of HD and are suitable for future research with this population. Our cognitive control cluster scores show sensitivity to changes in basal ganglia both within and outside the striatum that may not be captured by examining only motor scores. (JINS, 2017, 23, 159-170).
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Paulsen JS, Miller AC, Hayes T, Shaw E. Cognitive and behavioral changes in Huntington disease before diagnosis. HANDBOOK OF CLINICAL NEUROLOGY 2017; 144:69-91. [PMID: 28947127 DOI: 10.1016/b978-0-12-801893-4.00006-7] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
Phenotypic manifestations of Huntington disease (HD) can be detected at least 15 years prior to the time when a motor diagnosis is given. Advances in clinical care and future research will require consistent use of HD definitions and HD premanifest (prodromal) stages being used across clinics, sites, and countries. Cognitive and behavioral (psychiatric) changes in HD are summarized and implications for ongoing advancement in our knowledge of prodromal HD are suggested. The earliest detected cognitive changes are observed in the Symbol Digit Modalities Test, Stroop Interference, Stroop Color and Word Test-interference condition, and Trail Making Test. Cognitive changes in the middle and near motor diagnostic stages of prodromal HD involve nearly every cognitive test administered and the greatest changes over time (i.e., slopes) are found in those prodromal HD participants who are nearest to motor diagnosis. Psychiatric changes demonstrate significant worsening over time and remain elevated compared with healthy controls throughout the prodromal disease course. Psychiatric and behavior changes in prodromal HD are much lower than that obtained using cognitive assessment, although the psychiatric and behavioral changes represent symptoms most debilitating to independent capacity and wellness.
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Affiliation(s)
- Jane S Paulsen
- Departments of Psychiatry, Neurology and Psychology, Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City, IA, United States.
| | - Amanda C Miller
- Department of Psychiatry, Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City, IA, United States
| | - Terry Hayes
- Department of Psychiatry, Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City, IA, United States
| | - Emily Shaw
- Department of Psychiatry, Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City, IA, United States
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42
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Goldman JS, Huey ED, Thorne DZ. The Confluence of Psychiatric Symptoms and Neurodegenerative Disease: Impact on Genetic Counseling. J Genet Couns 2016; 26:435-441. [PMID: 28013481 DOI: 10.1007/s10897-016-0056-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2016] [Accepted: 12/07/2016] [Indexed: 01/09/2023]
Abstract
Hereditary neurodegenerative diseases can present with a psychiatric prodrome that overlaps with psychiatric symptoms that are not primary to these diseases. When individuals present for predictive testing while experiencing such symptoms, clinicians including genetic counselors, must proceed with caution and evaluate each situation on a case-by-case basis. Legitimate reasons may exist for moving forward with testing. Additionally predicting the consequences of testing is unrealistic so that the clinicians must do their best to prepare patients for both positive and negative results. A multidisciplinary team following the Huntington disease protocol remains the gold standard care for predictive testing for such patients. We discuss 3 case histories that demonstrate the complex nature of genetic counseling and testing in the presence of psychiatric symptoms, whether emanating from the disease itself or the results of living in an affected family.
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Affiliation(s)
- Jill S Goldman
- Taub Institute, Columbia University Medical Center, 630 W. 168th St., Box 16, New York, NY, 10032, USA.
| | - Edward D Huey
- Department of Neurology, Columbia University Medical Center, New York, NY, USA.,Department of Psychiatry, Columbia University Medical Center, New York, NY, USA
| | - Deborah Z Thorne
- Department of Neurology, Columbia University Medical Center, New York, NY, USA
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Carlozzi NE, Schilling SG, Lai JS, Paulsen JS, Hahn EA, Perlmutter JS, Ross CA, Downing NR, Kratz AL, McCormack MK, Nance MA, Quaid KA, Stout JC, Gershon RC, Ready RE, Miner JA, Barton SK, Perlman SL, Rao SM, Frank S, Shoulson I, Marin H, Geschwind MD, Dayalu P, Goodnight SM, Cella D. HDQLIFE: development and assessment of health-related quality of life in Huntington disease (HD). Qual Life Res 2016; 25:2441-2455. [PMID: 27522213 PMCID: PMC6108175 DOI: 10.1007/s11136-016-1386-3] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/03/2016] [Indexed: 11/25/2022]
Abstract
PURPOSE Huntington disease (HD) is a chronic, debilitating genetic disease that affects physical, emotional, cognitive, and social health. Existing patient-reported outcomes (PROs) of health-related quality of life (HRQOL) used in HD are neither comprehensive, nor do they adequately account for clinically meaningful changes in function. While new PROs examining HRQOL (i.e., Neuro-QoL-Quality of Life in Neurological Disorders and PROMIS-Patient-Reported Outcomes Measurement Information System) offer solutions to many of these shortcomings, they do not include HD-specific content, nor have they been validated in HD. HDQLIFE addresses this by validating 12 PROMIS/Neuro-QoL domains in individuals with HD and by using established PROMIS methodology to develop new, HD-specific content. METHODS New item pools were developed using cognitive debriefing with individuals with HD, and expert, literacy, and translatability reviews. Existing item banks and new item pools were field tested in 536 individuals with prodromal, early-, or late-stage HD. RESULTS Moderate to strong relationships between Neuro-QoL/PROMIS measures and generic self-report measures of HRQOL, and moderate relationships between Neuro-QoL/PROMIS and clinician-rated measures of similar constructs supported the validity of Neuro-QoL/PROMIS in individuals with HD. Exploratory and confirmatory factor analysis, item response theory, and differential item functioning analyses were utilized to develop new item banks for Chorea, Speech Difficulties, Swallowing Difficulties, and Concern with Death and Dying, with corresponding six-item short forms. A four-item short form was developed for Meaning and Purpose. CONCLUSIONS HDQLIFE encompasses both validated Neuro-QoL/PROMIS measures, as well as five new scales in order to provide a comprehensive assessment of HRQOL in HD.
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Affiliation(s)
- N E Carlozzi
- Department of Physical Medicine and Rehabilitation, University of Michigan, North Campus Research Complex, 2800 Plymouth Road, Building NCRC B14, Room G216, Ann Arbor, MI, 48109-2800, USA.
| | - S G Schilling
- Department of Physical Medicine and Rehabilitation, University of Michigan, North Campus Research Complex, 2800 Plymouth Road, Building NCRC B14, Room G216, Ann Arbor, MI, 48109-2800, USA
- Institute for Social Research, University of Michigan, Ann Arbor, MI, USA
| | - J-S Lai
- Department of Medical Social Sciences, Northwestern University, Chicago, IL, USA
| | - J S Paulsen
- Department of Psychiatry, Carver College of Medicine, The University of Iowa, Iowa City, IA, USA
- Department of Neurology, Carver College of Medicine, The University of Iowa, Iowa City, IA, USA
- Department of Psychology, The University of Iowa, Iowa City, IA, USA
| | - E A Hahn
- Department of Medical Social Sciences, Northwestern University, Chicago, IL, USA
| | - J S Perlmutter
- Departments of Neurology, Radiology, and Anatomy and Neurobiology, Washington University School of Medicine, St. Louis, MO, USA
- Program in Occupational Therapy and Program in Physical Therapy, Washington University School of Medicine, St. Louis, MO, USA
| | - C A Ross
- Departments of Psychiatry, Neurology, Pharmacology and Neuroscience, Johns Hopkins University, Baltimore, MD, USA
| | - N R Downing
- College of Nursing, The University of Iowa, Iowa City, IA, USA
| | - A L Kratz
- Department of Physical Medicine and Rehabilitation, University of Michigan, North Campus Research Complex, 2800 Plymouth Road, Building NCRC B14, Room G216, Ann Arbor, MI, 48109-2800, USA
| | - M K McCormack
- Department of Pathology, Rowan University, Piscataway, NJ, USA
| | - M A Nance
- Struthers Parkinson's Center, Golden Valley, MN, USA
- Hennepin County Medical Center, Minneapolis, MN, USA
| | - K A Quaid
- Department of Medical and Molecular Genetics, Indiana University, Indianapolis, IN, USA
| | - J C Stout
- School of Psychological Sciences, Monash University, Clayton, VIC, Australia
| | - R C Gershon
- Department of Medical Social Sciences, Northwestern University, Chicago, IL, USA
- Department of Preventative Medicine, Northwestern University, Evanston, IL, USA
| | - R E Ready
- Department of Psychological and Brain Sciences, University of Massachusetts, Amherst, MA, USA
| | - J A Miner
- Department of Physical Medicine and Rehabilitation, University of Michigan, North Campus Research Complex, 2800 Plymouth Road, Building NCRC B14, Room G216, Ann Arbor, MI, 48109-2800, USA
| | - S K Barton
- Departments of Neurology, Radiology, and Anatomy and Neurobiology, Washington University School of Medicine, St. Louis, MO, USA
| | - S L Perlman
- Department of Neurology, David Geffen School of Medicine, UCLA, Los Angeles, CA, USA
| | - S M Rao
- Department of Psychiatry and Psychology, Cleveland Clinic, Cleveland, OH, USA
| | - S Frank
- Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - I Shoulson
- Department of Neurology, Georgetown University, Washington, DC, USA
| | - H Marin
- Department of Psychiatry, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - M D Geschwind
- Memory and Aging Center, UCSF, San Francisco, CA, USA
| | - P Dayalu
- Department of Neurology, University of Michigan, Ann Arbor, MI, USA
| | - S M Goodnight
- Department of Physical Medicine and Rehabilitation, University of Michigan, North Campus Research Complex, 2800 Plymouth Road, Building NCRC B14, Room G216, Ann Arbor, MI, 48109-2800, USA
| | - D Cella
- Department of Medical Social Sciences, Northwestern University, Chicago, IL, USA
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Glorioso JC, Cohen JB, Carlisle DL, Munoz-Sanjuan I, Friedlander RM. Moving toward a gene therapy for Huntington's disease. Gene Ther 2016; 22:931-3. [PMID: 26633828 DOI: 10.1038/gt.2015.102] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- J C Glorioso
- Department of Microbiology and Molecular Genetics, The University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - J B Cohen
- Department of Microbiology and Molecular Genetics, The University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - D L Carlisle
- Department of Neurological Surgery, The University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - I Munoz-Sanjuan
- CHDI Foundation/CHDI Management, Los Angeles, CA, USA. E-mail:
| | - R M Friedlander
- Department of Neurological Surgery, The University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
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Carlozzi NE, Downing NR, McCormack MK, Schilling SG, Perlmutter JS, Hahn EA, Lai JS, Frank S, Quaid KA, Paulsen JS, Cella D, Goodnight SM, Miner JA, Nance MA. New measures to capture end of life concerns in Huntington disease: Meaning and Purpose and Concern with Death and Dying from HDQLIFE (a patient-reported outcomes measurement system). Qual Life Res 2016; 25:2403-2415. [PMID: 27393121 DOI: 10.1007/s11136-016-1354-y] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/28/2016] [Indexed: 11/25/2022]
Abstract
PURPOSE Huntington disease (HD) is an incurable terminal disease. Thus, end of life (EOL) concerns are common in these individuals. A quantitative measure of EOL concerns in HD would enable a better understanding of how these concerns impact health-related quality of life. Therefore, we developed new measures of EOL for use in HD. METHODS An EOL item pool of 45 items was field tested in 507 individuals with prodromal or manifest HD. Exploratory and confirmatory factor analyses (EFA and CFA, respectively) were conducted to establish unidimensional item pools. Item response theory (IRT) and differential item functioning analyses were applied to the identified unidimensional item pools to select the final items. RESULTS EFA and CFA supported two separate unidimensional sets of items: Concern with Death and Dying (16 items), and Meaning and Purpose (14 items). IRT and DIF supported the retention of 12 Concern with Death and Dying items and 4 Meaning and Purpose items. IRT data supported the development of both a computer adaptive test (CAT) and a 6-item, static short form for Concern with Death and Dying. CONCLUSION The HDQLIFE Concern with Death and Dying CAT and corresponding 6-item short form, and the 4-item calibrated HDQLIFE Meaning and Purpose scale demonstrate excellent psychometric properties. These new measures have the potential to provide clinically meaningful information about end-of-life preferences and concerns to clinicians and researchers working with individuals with HD. In addition, these measures may also be relevant and useful for other terminal conditions.
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Affiliation(s)
- N E Carlozzi
- Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI, USA.
| | - N R Downing
- College of Nursing, The University of Iowa, Iowa City, IA, USA
| | - M K McCormack
- Department of Pathology, Rowan University, Piscataway, NJ, USA
| | - S G Schilling
- Institute for Social Research, University of Michigan, Ann Arbor, MI, USA
| | - J S Perlmutter
- Departments of Neurology, Radiology, and Anatomy and Neurobiology, Washington University School of Medicine, St. Louis, MO, USA
- Program in Occupational Therapy and Program in Physical Therapy, Washington University School of Medicine, St. Louis, MO, USA
| | - E A Hahn
- Department of Medical Social Sciences, Northwestern University, Chicago, IL, USA
| | - J S Lai
- Center on Outcomes, Research and Education, Evanston Northwestern Healthcare, Northwestern University, Evanston, IL, USA
- Institute for Health Services Research and Policy Studies, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - S Frank
- Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - K A Quaid
- Department of Medical and Molecular Genetics, Indiana University, Indianapolis, IN, USA
| | - J S Paulsen
- Department of Psychiatry, Carver College of Medicine, The University of Iowa, Iowa City, IA, USA
- Department of Neurology, Carver College of Medicine, The University of Iowa, Iowa City, IA, USA
- Department of Psychology, The University of Iowa, Iowa City, IA, USA
| | - D Cella
- Department of Medical Social Sciences, Northwestern University, Chicago, IL, USA
- Center on Outcomes, Research and Education, Evanston Northwestern Healthcare, Northwestern University, Evanston, IL, USA
- Institute for Health Services Research and Policy Studies, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - S M Goodnight
- Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI, USA
| | - J A Miner
- Department of Physical Medicine and Rehabilitation, University of Michigan, Ann Arbor, MI, USA
| | - M A Nance
- Hennepin County Medical Center, Minneapolis, MN, USA
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Carvalho JO, Long JD, Westervelt HJ, Smith MM, Bruce JM, Kim JI, Mills JA, Paulsen JS, the PREDICT-HD Investigators and Coordinators of the Huntington Study Group. The impact of oculomotor functioning on neuropsychological performance in Huntington disease. J Clin Exp Neuropsychol 2016; 38:217-26. [PMID: 26745770 PMCID: PMC8091165 DOI: 10.1080/13803395.2015.1101054] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Huntington disease (HD) is a neurodegenerative condition with prominent motor (including oculomotor), cognitive, and psychiatric effects. While neuropsychological deficits are present in HD, motor impairments may impact performance on neuropsychological measures, especially those requiring a speeded response, as has been demonstrated in multiple sclerosis and schizophrenia. The current study is the first to explore associations between oculomotor functions and neuropsychological performance in HD. Participants with impaired oculomotor functioning performed worse than those with normal oculomotor functioning on cognitive tasks requiring oculomotor involvement, particularly on psychomotor speed tasks, controlling for covariates. Consideration of oculomotor dysfunction on neuropsychological performance is critical, particularly for populations with motor deficits.
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Affiliation(s)
- Janessa O. Carvalho
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Department of Psychiatry, Rhode Island Hospital, Providence, RI, 131 Summer Street, Bridgewater, MA 02325, , 508-531-1975 (tel)
| | - Jeffrey D. Long
- Department of Psychiatry, Carver College of Medicine, The University of Iowa, Department of Biostatistics, The University of Iowa, 500 Newton Road, 1-328 MEB, Iowa City, IA 52242-1000, , 319-335-8524 (tel)
| | - Holly J. Westervelt
- Department of Neurology, Vanderbilt University Medical Center, Vanderbilt Health, One Hundred Oaks, 719 Thompson Lane, Suite 24100, Nashville, TN 37204, , 615-936-0060 (tel)
| | - Megan M. Smith
- Department of Neuropsychology, VA Maryland Healthcare System, 209 W. Fayette Street, Annex Room 519, Baltimore, MD 21201, , 410-637-1389 (tel)
| | - Jared M. Bruce
- Department of Psychology, University of Missouri-Kansas City, 4825 Troost Building Suite 11-G, Kansas City, MO 64110, , 816-235-5429 (tel)
| | - Ji-In Kim
- Department of Psychiatry, Carver College of Medicine, The University of Iowa, 500 Newton Road, 1-317 MEB, Iowa City, IA, 52242-1000, , 319-335-7727 (tel)
| | - James A. Mills
- Department of Psychiatry, Carver College of Medicine, The University of Iowa, 500 Newton Road, 1-323 MEB, Iowa City, IA 52242-1000, , 319-384-4517 (tel)
| | - Jane S. Paulsen
- Departments of Psychiatry and Neurology, Carver College of Medicine, The University of Iowa, Department of Psychology, The University of Iowa, 500 Newton Road, 1-305 MEB, Iowa City, IA 52242-1000, , 319-353-4551 (tel)
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Long JD, Paulsen JS, PREDICT‐HD Investigators and Coordinators of the Huntington Study Group. Multivariate prediction of motor diagnosis in Huntington's disease: 12 years of PREDICT-HD. Mov Disord 2015; 30:1664-72. [PMID: 26340420 PMCID: PMC4795466 DOI: 10.1002/mds.26364] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2014] [Revised: 07/06/2015] [Accepted: 07/13/2015] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND It is well known in Huntington's disease that cytosine-adenine-guanine expansion and age at study entry are predictive of the timing of motor diagnosis. The goal of this study was to assess whether additional motor, imaging, cognitive, functional, psychiatric, and demographic variables measured at study entry increased the ability to predict the risk of motor diagnosis over 12 years. METHODS One thousand seventy-eight Huntington's disease gene-expanded carriers (64% female) from the Neurobiological Predictors of Huntington's Disease study were followed up for up to 12 y (mean = 5, standard deviation = 3.3) covering 2002 to 2014. No one had a motor diagnosis at study entry, but 225 (21%) carriers prospectively received a motor diagnosis. Analysis was performed with random survival forests, which is a machine learning method for right-censored data. RESULTS Adding 34 variables along with cytosine-adenine-guanine and age substantially increased predictive accuracy relative to cytosine-adenine-guanine and age alone. Adding six of the common motor and cognitive variables (total motor score, diagnostic confidence level, Symbol Digit Modalities Test, three Stroop tests) resulted in lower predictive accuracy than the full set, but still had twice the 5-y predictive accuracy than when using cytosine-adenine-guanine and age alone. Additional analysis suggested interactions and nonlinear effects that were characterized in a post hoc Cox regression model. CONCLUSIONS Measurement of clinical variables can substantially increase the accuracy of predicting motor diagnosis over and above cytosine-adenine-guanine and age (and their interaction). Estimated probabilities can be used to characterize progression level and aid in future studies' sample selection.
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Affiliation(s)
- Jeffrey D. Long
- Department of PsychiatryCarver College of Medicine, The University of IowaIowa CityIAUSA
- Department of BiostatisticsCollege of Public Health, The University of IowaIowa CityIAUSA
| | - Jane S. Paulsen
- Department of PsychiatryCarver College of Medicine, The University of IowaIowa CityIAUSA
- Department of NeurologyCarver College of Medicine, The University of IowaIowa CityIAUSA
- Department of PsychologyThe University of IowaIowa CityIAUSA
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Robins Wahlin TB, Luszcz MA, Wahlin Å, Byrne GJ. Non-Verbal and Verbal Fluency in Prodromal Huntington's Disease. Dement Geriatr Cogn Dis Extra 2015; 5:517-29. [PMID: 26955384 PMCID: PMC4777933 DOI: 10.1159/000441942] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND This study examines non-verbal (design) and verbal (phonemic and semantic) fluency in prodromal Huntington's disease (HD). An accumulating body of research indicates subtle deficits in cognitive functioning among prodromal mutation carriers for HD. METHODS Performance was compared between 32 mutation carriers and 38 non-carriers in order to examine the magnitude of impairment across fluency tasks. The predicted years to onset (PYTO) in mutation carriers was calculated by a regression equation and used to divide the group according to whether onset was predicted as less than 12.75 years (HD+CLOSE; n = 16) or greater than 12.75 years (HD+DISTANT; n = 16). RESULTS The results indicate that both non-verbal and verbal fluency is sensitive to subtle impairment in prodromal HD. HD+CLOSE group produced fewer items in all assessed fluency tasks compared to non-carriers. HD+DISTANT produced fewer drawings than non-carriers in the non-verbal task. PYTO correlated significantly with all measures of non-verbal and verbal fluency. CONCLUSION The pattern of results indicates that subtle cognitive deficits exist in prodromal HD, and that less structured tasks with high executive demands are the most sensitive in detecting divergence from the normal range of functioning. These selective impairments can be attributed to the early involvement of frontostriatal circuitry and frontal lobes.
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Affiliation(s)
- Tarja-Brita Robins Wahlin
- Division of Clinical Geriatrics, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden
- School of Medicine, University of Queensland, Brisbane, Qld., Australia
| | - Mary A. Luszcz
- School of Psychology, Flinders University, Adelaide, S.A., Australia
| | - Åke Wahlin
- School of Health and Welfare, Jönköping University, Jönköping, Sweden
| | - Gerard J. Byrne
- School of Medicine, University of Queensland, Brisbane, Qld., Australia
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Mason SL, Zhang J, Begeti F, Guzman NV, Lazar AS, Rowe JB, Barker RA, Hampshire A. The role of the amygdala during emotional processing in Huntington's disease: from pre-manifest to late stage disease. Neuropsychologia 2015; 70:80-9. [PMID: 25700742 PMCID: PMC4415907 DOI: 10.1016/j.neuropsychologia.2015.02.017] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2014] [Revised: 01/15/2015] [Accepted: 02/13/2015] [Indexed: 02/02/2023]
Abstract
BACKGROUND Deficits in emotional processing can be detected in the pre-manifest stage of Huntington's disease and negative emotion recognition has been identified as a predictor of clinical diagnosis. The underlying neuropathological correlates of such deficits are typically established using correlative structural MRI studies. This approach does not take into consideration the impact of disruption to the complex interactions between multiple brain circuits on emotional processing. Therefore, exploration of the neural substrates of emotional processing in pre-manifest HD using fMRI connectivity analysis may be a useful way of evaluating the way brain regions interrelate in the period prior to diagnosis. METHODS We investigated the impact of predicted time to disease onset on brain activation when participants were exposed to pictures of faces with angry and neutral expressions, in 20 pre-manifest HD gene carriers and 23 healthy controls. On the basis of the results of this initial study went on to look at amygdala dependent cognitive performance in 79 Huntington's disease patients from a cross-section of disease stages (pre-manifest to late disease) and 26 healthy controls, using a validated theory of mind task: "the Reading the Mind in the Eyes Test" which has been previously been shown to be amygdala dependent. RESULTS Psychophysiological interaction analysis identified reduced connectivity between the left amygdala and right fusiform facial area in pre-manifest HD gene carriers compared to controls when viewing angry compared to neutral faces. Change in PPI connectivity scores correlated with predicted time to disease onset (r=0.45, p<0.05). Furthermore, performance on the "Reading the Mind in the Eyes Test" correlated negatively with proximity to disease onset and became progressively worse with each stage of disease. CONCLUSION Abnormalities in the neural networks underlying social cognition and emotional processing can be detected prior to clinical diagnosis in Huntington's disease. Connectivity between the amygdala and other brain regions is impacted by the disease process in pre-manifest HD and may therefore be a useful way of identifying participants who are approaching a clinical diagnosis. Furthermore, the "Reading the Mind in the Eyes Test" is a surrogate measure of amygdala function that is clinically useful across the entire cross-section of disease stages in HD.
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Affiliation(s)
- Sarah L Mason
- John Van Geest Centre for Brain Repair, University of Cambridge, UK.
| | - Jiaxiang Zhang
- MRC Cognition and Brian Sciences Unit, University of Cambridge, UK
| | - Faye Begeti
- John Van Geest Centre for Brain Repair, University of Cambridge, UK
| | | | - Alpar S Lazar
- John Van Geest Centre for Brain Repair, University of Cambridge, UK
| | - James B Rowe
- Department of Clinical Neuroscience, University of Cambridge, UK; MRC Cognition and Brian Sciences Unit, University of Cambridge, UK
| | - Roger A Barker
- Department of Clinical Neuroscience, University of Cambridge, UK; MRC Cognition and Brian Sciences Unit, University of Cambridge, UK
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Downing NR, Kim JI, Williams JK, Long JD, Mills JA, Paulsen JS, The PREDICT-HD Investigators and Coordinators of the Huntington Study Group. WHODAS 2.0 in prodromal Huntington disease: measures of functioning in neuropsychiatric disease. Eur J Hum Genet 2014; 22:958-63. [PMID: 24327189 PMCID: PMC4350592 DOI: 10.1038/ejhg.2013.275] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2013] [Revised: 09/18/2013] [Accepted: 10/10/2013] [Indexed: 12/19/2022] Open
Abstract
Clinical trials to improve day-to-day function in Huntington disease (HD) require accurate outcome measures. The DSM-5 recommends the World Health Organization Disability Assessment Schedule (WHODAS) 2.0 for use in neuropsychiatric disorders. The DSM-5 also states proxy measures may be useful when cognitive function may be impaired. We tested WHODAS participant and companion ratings for differences in baseline and longitudinal function in three prodromal HD groups and a control group. Participants with prodromal HD were stratified by disease progression (low, medium, and high disease burden) based on their cytosine-adenine-guanine (CAG)-age product (CAP) score. Participant (N=726) and companion (N=630) WHODAS scores were examined for group differences, and for participant versus companion differences using linear mixed effects regression and Akaike's information criterion to test model fit. We also compared WHODAS with the Total Functional Capacity (TFC) scale. At baseline, functioning on the WHODAS was rated worse by participants in the high group and companions compared with controls. For longitudinal changes, companions reported functional decline over time in the medium and high groups. In simultaneous analysis, participant and companion longitudinal trajectories showed divergence in the high group, suggesting reduced validity of self-report. The WHODAS showed greater longitudinal difference than the TFC in the medium group relative to controls, whereas the TFC showed greater longitudinal difference than WHODAS in the high group. Results suggest the WHODAS can identify baseline and longitudinal differences in prodromal HD and may be useful in HD clinical trials. Companions may provide more accurate data as the disease progresses.
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Affiliation(s)
| | - Ji-In Kim
- Department of Psychiatry, Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | | | - Jeffrey D Long
- Department of Psychiatry, Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City, IA, USA
- Department of Biostatistics, College of Public Health, University of Iowa, Iowa City, IA, USA
| | - James A Mills
- Department of Psychiatry, Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Jane S Paulsen
- Department of Psychiatry, Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City, IA, USA
- Department of Neurology, Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City, IA, USA
- Department of Psychology, University of Iowa, Iowa City, IA, USA
| | - The PREDICT-HD Investigators and Coordinators of the Huntington Study Group
- College of Nursing, University of Iowa, Iowa City, IA, USA
- Department of Psychiatry, Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City, IA, USA
- Department of Biostatistics, College of Public Health, University of Iowa, Iowa City, IA, USA
- Department of Neurology, Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City, IA, USA
- Department of Psychology, University of Iowa, Iowa City, IA, USA
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