1
|
Bondrescu M, Dehelean L, Farcas SS, Papava I, Nicoras V, Mager DV, Grecescu AE, Podaru PA, Andreescu NI. COMT and Neuregulin 1 Markers for Personalized Treatment of Schizophrenia Spectrum Disorders Treated with Risperidone Monotherapy. Biomolecules 2024; 14:777. [PMID: 39062492 PMCID: PMC11275090 DOI: 10.3390/biom14070777] [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: 06/13/2024] [Revised: 06/24/2024] [Accepted: 06/27/2024] [Indexed: 07/28/2024] Open
Abstract
Pharmacogenetic markers are current targets for the personalized treatment of psychosis. Limited data exist on COMT and NRG1 polymorphisms in relation to risperidone treatment. This study focuses on the impact of COMT rs4680 and NRG1 (rs35753505, rs3924999) polymorphisms on risperidone treatment in schizophrenia spectrum disorders (SSDs). This study included 103 subjects with SSD treated with risperidone monotherapy. COMT rs4680, NRG1 rs35753505, and rs3924999 were analyzed by RT-PCR. Participants were evaluated via the Positive and Negative Syndrome Scale (PANSS) after six weeks. Socio-demographic and clinical characteristics were collected. COMT rs4680 genotypes significantly differed in PANSS N scores at admission: AG>AA genotypes (p = 0.03). After six weeks of risperidone, PANSS G improvement was AA>GG (p = 0.05). The PANSS total score was as follows: AA>AG (p = 0.04), AA>GG (p = 0.02). NRG1 rs35753504 genotypes significantly differed across educational levels, with CC>CT (p = 0.02), and regarding the number of episodes, TT>CC, CT>CC (p = 0.01). The PANSS total score after six weeks of treatment showed a better improvement for TT
Collapse
Affiliation(s)
- Mariana Bondrescu
- Department of Neurosciences-Psychiatry, “Victor Babes” University of Medicine and Pharmacy, Eftimie Murgu Square 2, 300041 Timisoara, Romania; (M.B.); (I.P.)
- Timis County Emergency Clinical Hospital “Pius Brinzeu”, Liviu Rebreanu 156, 300723 Timisoara, Romania; (V.N.); (D.V.M.); (A.E.G.)
- Doctoral School, “Victor Babes” University of Medicine and Pharmacy, Eftimie Murgu Square 2, 300041 Timisoara, Romania
| | - Liana Dehelean
- Department of Neurosciences-Psychiatry, “Victor Babes” University of Medicine and Pharmacy, Eftimie Murgu Square 2, 300041 Timisoara, Romania; (M.B.); (I.P.)
- Timis County Emergency Clinical Hospital “Pius Brinzeu”, Liviu Rebreanu 156, 300723 Timisoara, Romania; (V.N.); (D.V.M.); (A.E.G.)
| | - Simona Sorina Farcas
- Discipline of Medical Genetics, Department of Microscopic Morphology, Center of Genomic Medicine “Victor Babes” University of Medicine and Pharmacy, Eftimie Murgu Square 2, 300041 Timisoara, Romania; (S.S.F.); (N.I.A.)
| | - Ion Papava
- Department of Neurosciences-Psychiatry, “Victor Babes” University of Medicine and Pharmacy, Eftimie Murgu Square 2, 300041 Timisoara, Romania; (M.B.); (I.P.)
- Timis County Emergency Clinical Hospital “Pius Brinzeu”, Liviu Rebreanu 156, 300723 Timisoara, Romania; (V.N.); (D.V.M.); (A.E.G.)
| | - Vlad Nicoras
- Timis County Emergency Clinical Hospital “Pius Brinzeu”, Liviu Rebreanu 156, 300723 Timisoara, Romania; (V.N.); (D.V.M.); (A.E.G.)
| | - Dana Violeta Mager
- Timis County Emergency Clinical Hospital “Pius Brinzeu”, Liviu Rebreanu 156, 300723 Timisoara, Romania; (V.N.); (D.V.M.); (A.E.G.)
| | - Anca Eliza Grecescu
- Timis County Emergency Clinical Hospital “Pius Brinzeu”, Liviu Rebreanu 156, 300723 Timisoara, Romania; (V.N.); (D.V.M.); (A.E.G.)
| | - Petre Adrian Podaru
- Faculty of Mathematics and Informatics, West University of Timisoara, Vasile Parvan 4, 300223 Timisoara, Romania;
| | - Nicoleta Ioana Andreescu
- Discipline of Medical Genetics, Department of Microscopic Morphology, Center of Genomic Medicine “Victor Babes” University of Medicine and Pharmacy, Eftimie Murgu Square 2, 300041 Timisoara, Romania; (S.S.F.); (N.I.A.)
| |
Collapse
|
2
|
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.
Collapse
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
| | | |
Collapse
|
3
|
Crespo Cobo Y, Kandel S, Soriano MF, Iglesias-Parro S. Examining Motor Anticipation in Handwriting as an Indicator of Motor Dysfunction in Schizophrenia. Front Psychol 2022; 13:807935. [PMID: 35432092 PMCID: PMC9012163 DOI: 10.3389/fpsyg.2022.807935] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 01/17/2022] [Indexed: 11/26/2022] Open
Abstract
Dysfunction in motor skills can be linked to alterations in motor processing, such as the anticipation of forthcoming graphomotor sequences. We expected that the difficulties in motor processing in schizophrenia would be reflected in a decrease of motor anticipation. In handwriting, motor anticipation concerns the ability to write a letter while processing information on how to produce the following letters. It is essential for fast and smooth handwriting, that is, for the automation of graphomotor gestures. In this study, we examined motor anticipation by comparing the kinematic characteristics of the first l in the bigrams ll and ln written on a digitiser. Previous studies indicated that the downstroke duration of the first l is modulated by the anticipation of the local constraints of the following letter. Twenty-four adult individuals with diagnosis of schizophrenia and 24 healthy adults participated in the study. The classic measures of duration (sec), trajectory (cm), and dysfluency (velocity peaks) were used for the kinematic analysis of the upstroke (US) and downstroke (DS). In the control group, the duration of the downstroke of the l was longer in ln than ll (US: ln = ll; DS: ln > ll) whereas no differences were found for the group with schizophrenia. Likewise, the control group showed a longer DS trajectory for the l of ln than ll in downstrokes, while the group of patients failed to show this effect. These results suggest that the motor alterations in patients with schizophrenia could also affect their ability for motor anticipation.
Collapse
Affiliation(s)
- Yasmina Crespo Cobo
- Department of Methodology of Behavioral Sciences, University of Jaén, Jaén, Spain
- *Correspondence: Yasmina Crespo Cobo,
| | - Sonia Kandel
- Département Parole et Cognition, Université Grenoble Alpes, Grenoble, France
| | | | | |
Collapse
|
4
|
Caligiuri MP, Weiden PJ, Legedza A, Yagoda S, Claxton A. Handwriting Kinematics in Patients with Schizophrenia Treated with Long-Acting Injectable Atypical Antipsychotics: Results From the ALPINE Study. SCHIZOPHRENIA BULLETIN OPEN 2022; 3:sgac018. [PMID: 39144789 PMCID: PMC11205961 DOI: 10.1093/schizbullopen/sgac018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 08/16/2024]
Abstract
Handwriting kinematics (HWKs) were assessed in the randomized controlled ALPINE study of 2 long-acting injectable antipsychotics started during an acute exacerbation of schizophrenia. This exploratory analysis examined the relationship between baseline HWKs and response to acute antipsychotic treatment. Adults with acute schizophrenia were assigned to aripiprazole lauroxil or paliperidone palmitate (groups combined for this analysis). Treatment response was defined as ≥20% reduction from baseline in Positive and Negative Syndrome Scale (PANSS) total score at week 4. Two HWK measures, peak velocity (decreases with greater dysfunction) and percentage of nonballistic movements (%NBM; increases with greater dysfunction), were captured in 4 handwriting tasks (complex loops, maximum speed circles, overlay circles, and left-right loops). Peak velocity and %NBM at baseline were compared between responders and nonresponders. The analysis included 143 patients (mean baseline PANSS total score, 94.5). PANSS responders (n = 67 [46.9%]) had a lower mean peak velocity (i.e., slower pen movements) on all HWK tasks at baseline compared with nonresponders (n = 76): complex loops, 8.8 versus 12.1 cm/s; maximum speed circles, 18.0 versus 23.7 cm/s; overlay circles, 12.6 versus 17.2 cm/s; and left-right loops, 11.2 versus 14.6 cm/s. PANSS responders had a greater %NBM on 3 tasks compared with nonresponders: complex loops, 57.1% versus 47.4%; overlay circles, 30.6% versus 24.3%; and left-right loops, 58.7% versus 47.0%. In this exploratory analysis, PANSS responders to aripiprazole lauroxil or paliperidone palmitate treatment at week 4 had lower baseline HWK movement velocities and greater baseline %NBM versus nonresponders, suggesting that baseline HWKs might predict response to these antipsychotic drugs.
Collapse
|
5
|
Demro C, Mueller BA, Kent JS, Burton PC, Olman CA, Schallmo MP, Lim KO, Sponheim SR. The psychosis human connectome project: An overview. Neuroimage 2021; 241:118439. [PMID: 34339830 PMCID: PMC8542422 DOI: 10.1016/j.neuroimage.2021.118439] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Revised: 06/25/2021] [Accepted: 07/21/2021] [Indexed: 01/05/2023] Open
Abstract
Investigations within the Human Connectome Project have expanded to include studies focusing on brain disorders. This paper describes one of the investigations focused on psychotic psychopathology: The psychosis Human Connectome Project (P-HCP). The data collected as part of this project were multimodal and derived from clinical assessments of psychopathology, cognitive assessments, instrument-based motor assessments, blood specimens, and magnetic resonance imaging (MRI) data. The dataset will be made publicly available through the NIMH Data Archive. In this report we provide specific information on how the sample of participants was obtained and characterized and describe the experimental tasks and procedures used to probe neural functions involved in psychotic disorders that may also mark genetic liability for psychotic psychopathology. Our goal in this paper is to outline the data acquisition process so that researchers intending to use these publicly available data can plan their analyses. MRI data described in this paper are limited to data acquired at 3 Tesla. A companion paper describes the study's 7 Tesla image acquisition protocol in detail, which is focused on visual perceptual functions in psychotic psychopathology.
Collapse
Affiliation(s)
- Caroline Demro
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States; Department of Psychology, University of Minnesota, Minneapolis, MN, United State
| | - Bryon A Mueller
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States
| | - Jerillyn S Kent
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States
| | - Philip C Burton
- College of Liberal Arts, University of Minnesota, Minneapolis, MN, United State
| | - Cheryl A Olman
- Department of Psychology, University of Minnesota, Minneapolis, MN, United State
| | - Michael-Paul Schallmo
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States
| | - Kelvin O Lim
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States; Minneapolis Veterans Affairs Medical Center, 1 Veterans Drive, Minneapolis, MN 55417, United State
| | - Scott R Sponheim
- Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States; Department of Psychology, University of Minnesota, Minneapolis, MN, United State; Minneapolis Veterans Affairs Medical Center, 1 Veterans Drive, Minneapolis, MN 55417, United State.
| |
Collapse
|
6
|
Alghadir AH, Zafar H, Iqbal ZA. Can jaw position affect the fine motor activity of the hand during writing? Brain Behav 2020; 10:e01887. [PMID: 33085222 PMCID: PMC7749588 DOI: 10.1002/brb3.1887] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2020] [Revised: 08/27/2020] [Accepted: 09/26/2020] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Jaw and neck systems have been shown to be functionally related and changes in either system can modulate gross motor functions, such as posture control. It remains to be seen if any change in jaw position can affect fine motor skills. The objective of this study was to determine the effect of resting, open and clenched jaw positions on various handwriting parameters while standing on firm and unstable surfaces. METHODS Handwriting samples were collected from 36 healthy male participants (age, 15-35 years) using a digitizer tablet (WACOM Intuos 4) with noninking pen in the resting, open and clenched jaw positions while standing on firm and unstable surfaces. The measured handwriting parameters included duration, vertical size, horizontal size, absolute size, average absolute velocity, and absolute jerk. Recordings and analyses were performed using NeuroScript MovAlyzeR software. RESULTS All handwriting parameters varied among the resting, open, and clenched jaw positions on both the firm and unstable surfaces. However, based on statistical analyses, there were no significant differences in the handwriting parameters among three jaw positions on both surfaces (p > .05). CONCLUSION This study revealed that all handwriting parameters varied among the resting, open, and clenched jaw positions on both the firm and unstable surfaces, showing that change in the jaw motor system may potentially affect the fine motor skills. However, on statistical analysis, there was no significant effect of 3 studied jaw positions on fine motor skills as seen on gross motor skills among healthy individuals.
Collapse
Affiliation(s)
- Ahmad H. Alghadir
- Department of Rehabilitation SciencesCollege of Applied Medical SciencesKing Saud UniversityRiyadhSaudi Arabia
| | - Hamayun Zafar
- Department of Rehabilitation SciencesCollege of Applied Medical SciencesKing Saud UniversityRiyadhSaudi Arabia
- Department of OdontologyClinical Oral PhysiologyFaculty of MedicineUmea UniversityUmeaSweden
| | - Zaheen A. Iqbal
- Department of Rehabilitation SciencesCollege of Applied Medical SciencesKing Saud UniversityRiyadhSaudi Arabia
| |
Collapse
|
7
|
Dean DJ, Bernard JA, Damme KSF, O’Reilly R, Orr JM, Mittal VA. Longitudinal Assessment and Functional Neuroimaging of Movement Variability Reveal Novel Insights Into Motor Dysfunction in Clinical High Risk for Psychosis. Schizophr Bull 2020; 46:1567-1576. [PMID: 32662507 PMCID: PMC7707079 DOI: 10.1093/schbul/sbaa072] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Motor dysfunction in youth at clinical high risk (CHR) for psychosis is thought to reflect abnormal neurodevelopment within cortical-subcortical motor circuits and may be important for understanding clinical trajectories of CHR individuals. However, to date, our perspective of brain-behavior relationships has been informed solely by cross-sectional correlational studies linking behavior in the lab to brain structure or respective resting-state network connectivity. Here, we assess movement dysfunction from 2 perspectives: study 1 investigates the longitudinal progression of handwriting variability and positive symptoms in a sample of 91 CHR and healthy controls during a 12-month follow-up and study 2 involves a multiband functional magnetic resonance imaging task exploring the relationship between power grip force stability and motor network brain activation in a subset of participants. In study 1, we found that greater handwriting variability was a stable feature of CHR participants who experienced worse symptom progression. Study 2 results showed that CHR individuals had greater variability in their grip force and greater variability was related to decreased activation in the associative cortico-striatal network compared to controls. Motor variability may be a stable marker of vulnerability for psychosis risk and possible indicator of a vulnerable cortico-striatal brain network functioning in CHR participants, although the effects of antipsychotic medication should be considered.
Collapse
Affiliation(s)
- Derek J Dean
- Department of Psychology, Vanderbilt University, Nashville, TN
- To whom correspondence should be addressed; Department of Psychology, Vanderbilt University, 2301 Vanderbilt Place, Nashville, TN 37240; tel: 615-322-8768, fax: 615-343-8449, e-mail:
| | - Jessica A Bernard
- Department of Psychological and Brain Sciences, Texas A&M University, College Station, TX
- Institute for Neuroscience, Texas A&M University, College Station, TX
| | | | - Randall O’Reilly
- Departments of Psychology, Computer Science, and Center for Neuroscience, University of California Davis, Davis, CA
| | - Joseph M Orr
- Department of Psychological and Brain Sciences, Texas A&M University, College Station, TX
- Institute for Neuroscience, Texas A&M University, College Station, TX
| | - Vijay A Mittal
- Department of Psychology, Northwestern University, Evanston, IL
- Department of Psychiatry, Northwestern University, Chicago IL
- Institute for Policy Research, Northwestern University, Evanston, IL
- Department of Medical Social Sciences, Northwestern University, Chicago, IL
- Institute for Innovations in Developmental Sciences, Northwestern University, Evanston/Chicago, IL
| |
Collapse
|
8
|
Gawda B. The computational analyses of handwriting in individuals with psychopathic personality disorder. PLoS One 2019; 14:e0225182. [PMID: 31869337 PMCID: PMC7063674 DOI: 10.1371/journal.pone.0225182] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2019] [Accepted: 10/30/2019] [Indexed: 11/29/2022] Open
Abstract
The main aim of the present study was to examine several parameters of handwriting in order to identify the putative specific patterns of writing associated with psychopathic personality disorder. The hypothesis-generating study was carried out with the use of Mann-Whitney U test to compare two groups of prisoners, without p-value, effect size, and confidence intervals for effect size. The handwriting samples were obtained from two groups of individuals: prisoners diagnosed with psychopathic personality (n = 50), prisoners without psychopathic personality disorder (n = 30). Two groups were matched in terms of intellectual level, age, and education. The examined handwriting samples were identical. To examine graphical parameters such as structure, proportions, density, inter-spaces, and impulse, the computer programs GlobalGraf were used. This software is employed by Polish Forensic Association. The inter-group comparisons of graphical parameters have shown there is no significant difference (95% confidence intervals for the effect sizes included 0, or negative numbers) in handwriting between prisoners with psychopathic personality disorder and prisoners without this disorder. Logistic regression has been calculated to show whether any handwriting patterns allow to predict psychopathic personality disorder. Results indicate that participants with psychopathic personality disorder do not exhibit significant motor impairments manifesting in structural, density, topographic, proportions, letter spacing, and impulse features of handwriting. This suggests, contrary to many beliefs related to graphology, that psychopathic personality cannot be identified on the basis of computational forensic examination of handwriting.
Collapse
Affiliation(s)
- Barbara Gawda
- Department of Psychology of Emotion & Cognition, Maria
Curie Sklodowska University in Lublin, Poland
| |
Collapse
|
9
|
Diehl SK, Mefferd AS, Lin YC, Sellers J, McDonell KE, de Riesthal M, Claassen DO. Motor speech patterns in Huntington disease. Neurology 2019; 93:e2042-e2052. [PMID: 31662494 PMCID: PMC6913327 DOI: 10.1212/wnl.0000000000008541] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2018] [Accepted: 06/10/2019] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE Dysarthric speech of persons with Huntington disease (HD) is typically described as hyperkinetic; however, studies suggest that dysarthria can vary and resemble patterns in other neurologic conditions. To test the hypothesis that distinct motor speech subgroups can be identified within a larger cohort of patients with HD, we performed a cluster analysis on speech perceptual characteristics of patient audio recordings. METHODS Audio recordings of 48 patients with mild to moderate dysarthria due to HD were presented to 6 trained raters. Raters provided scores for various speech features (e.g., voice, articulation, prosody) of audio recordings using the classic Mayo Clinic dysarthria rating scale. Scores were submitted to an unsupervised k-means cluster analysis to determine the most salient speech features of subgroups based on motor speech patterns. RESULTS Four unique subgroups emerged from the cohort of patients with HD. Subgroup 1 was characterized by an abnormally fast speaking rate among other unique speech features, whereas subgroups 2 and 3 were defined by an abnormally slow speaking rate. Salient speech features for subgroup 2 overlapped with subgroup 3; however, the severity of dysarthria differed. Subgroup 4 was characterized by mild deviations of speech features with typical speech rate. Length of CAG repeats, Unified Huntington's Disease Rating Scale total motor score, and percent intelligibility were significantly different for pairwise comparisons of subgroups. CONCLUSION This study supports the existence of distinct presentations of dysarthria in patients with HD, which may be due to divergent pathologic processes. The findings are discussed in relation to previous literature and clinical implications.
Collapse
Affiliation(s)
- Sarah K Diehl
- From Hearing and Speech Sciences (S.K.D., A.M., M.d.R.), Biostatistics (Y.-C.L.), and Neurology (J.S., K.M., D.O.C.), Vanderbilt University Medical Center, Nashville, TN
| | - Antje S Mefferd
- From Hearing and Speech Sciences (S.K.D., A.M., M.d.R.), Biostatistics (Y.-C.L.), and Neurology (J.S., K.M., D.O.C.), Vanderbilt University Medical Center, Nashville, TN
| | - Ya-Chen Lin
- From Hearing and Speech Sciences (S.K.D., A.M., M.d.R.), Biostatistics (Y.-C.L.), and Neurology (J.S., K.M., D.O.C.), Vanderbilt University Medical Center, Nashville, TN
| | - Jessie Sellers
- From Hearing and Speech Sciences (S.K.D., A.M., M.d.R.), Biostatistics (Y.-C.L.), and Neurology (J.S., K.M., D.O.C.), Vanderbilt University Medical Center, Nashville, TN
| | - Katherine E McDonell
- From Hearing and Speech Sciences (S.K.D., A.M., M.d.R.), Biostatistics (Y.-C.L.), and Neurology (J.S., K.M., D.O.C.), Vanderbilt University Medical Center, Nashville, TN
| | - Michael de Riesthal
- From Hearing and Speech Sciences (S.K.D., A.M., M.d.R.), Biostatistics (Y.-C.L.), and Neurology (J.S., K.M., D.O.C.), Vanderbilt University Medical Center, Nashville, TN
| | - Daniel O Claassen
- From Hearing and Speech Sciences (S.K.D., A.M., M.d.R.), Biostatistics (Y.-C.L.), and Neurology (J.S., K.M., D.O.C.), Vanderbilt University Medical Center, Nashville, TN.
| |
Collapse
|
10
|
Hirjak D, Kubera KM, Bienentreu S, Thomann PA, Wolf RC. [Antipsychotic-induced motor symptoms in schizophrenic psychoses-Part 3 : Tardive dyskinesia]. DER NERVENARZT 2019; 90:472-484. [PMID: 30341543 DOI: 10.1007/s00115-018-0629-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
The treatment of schizophrenic psychoses with antipsychotic drugs (AP) is often associated with an increased risk of delayed occurrence of antipsychotic-associated movement disorders. Persistence and chronicity of such symptoms are very frequent. The risk of developing tardive dyskinesia (TD) is associated with the pharmacological effect profile of a particular AP, with treatment duration and age. This systematic review article summarizes the current study situation on prevalence, risk factors, prevention and treatment options and instruments for early prediction of TD in schizophrenic psychoses. The current data situation on treatment strategies for TD is very heterogeneous. For the treatment of TD there is preliminary evidence for reduction or discontinuation of the AP, switching to clozapine, administration of benzodiazepines (clonazepam) and treatment with vesicular monoamine transporter (VMAT2) inhibitors, ginkgo biloba, amantadine or vitamin E. Although TD can be precisely diagnosed it cannot always be effectively treated. Early detection and early treatment of TD can have a favorable influence on the prognosis and the clinical outcome.
Collapse
Affiliation(s)
- D Hirjak
- Zentralinstitut für Seelische Gesundheit, Klinik für Psychiatrie und Psychotherapie, Medizinische Fakultät Mannheim, Universität Heidelberg, J5, 68159, Mannheim, Deutschland.
| | - K M Kubera
- Zentrum für Psychosoziale Medizin, Klinik für Allgemeine Psychiatrie, Universität Heidelberg, Heidelberg, Deutschland
| | - S Bienentreu
- Fachklinik für Psychiatrie und Psychotherapie der MARIENBORN GmbH, Zülpich, Deutschland
| | - P A Thomann
- Zentrum für Psychosoziale Medizin, Klinik für Allgemeine Psychiatrie, Universität Heidelberg, Heidelberg, Deutschland
- Zentrum für Seelische Gesundheit, Gesundheitszentrum Odenwaldkreis, Erbach, Deutschland
| | - R C Wolf
- Zentrum für Psychosoziale Medizin, Klinik für Allgemeine Psychiatrie, Universität Heidelberg, Heidelberg, Deutschland
| |
Collapse
|
11
|
Caligiuri M, Snell C, Park S, Corey-Bloom J. Handwriting Movement Abnormalities in Symptomatic and Premanifest Huntington's Disease. Mov Disord Clin Pract 2019; 6:586-592. [PMID: 31538093 DOI: 10.1002/mdc3.12824] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2019] [Revised: 07/01/2019] [Accepted: 07/08/2019] [Indexed: 11/09/2022] Open
Abstract
Background Kinematic measures of handwriting movements are sensitive to mild subclinical motor abnormalities stemming from a wide range of disorders involving the basal ganglia including Huntington's disease (HD). Prior research has not investigated handwriting movements in at-risk individuals in the premanifest stage of HD. Objectives The purpose of this study was to examine whether handwriting movement abnormalities are present prior to clinically manifest chorea in HD. Methods A total of 38 symptomatic HD, 30 gene-positive premanifest, and 25 healthy control participants completed handwriting tasks consisting of circles, loops, sentences, and spirals with a noninking pen on a digitizing tablet. Multiple measures of pen stroke kinematics and pressure were measured along with the cognitive and motor status of each participant. Burden of pathology and CAG × age product scores were obtained from each participant with HD. Results Participants with HD exhibited significantly longer and more variable stroke durations, decreased handwriting smoothness, and increased and more variable pen pressures when compared with the healthy controls. We found significant positive associations between stroke duration and both burden of pathology and CAG × age product. Results from a discriminant function analysis revealed a 7-factor model that distinguished premanifest from healthy controls with 85% accuracy. Factors in the model included greater variability in stroke amplitude, velocity and pen pressure, higher levels of pen pressure, longer stroke durations, and lower velocities for combinations of handwritten circles, sentences, and spirals. Conclusions These findings support the clinical utility of dynamic measures of handwriting kinematics as a potential early behavioral biomarker in HD.
Collapse
Affiliation(s)
- Michael Caligiuri
- Department of Psychiatry University of California San Diego La Jolla California USA
| | - Chase Snell
- Department of Neurosciences University of California San Diego La Jolla California USA
| | - Sungmee Park
- Department of Neurosciences University of California San Diego La Jolla California USA
| | - Jody Corey-Bloom
- Department of Neurosciences University of California San Diego La Jolla California USA
| |
Collapse
|
12
|
Crespo Y, Ibañez A, Soriano MF, Iglesias S, Aznarte JI. Handwriting movements for assessment of motor symptoms in schizophrenia spectrum disorders and bipolar disorder. PLoS One 2019; 14:e0213657. [PMID: 30870472 PMCID: PMC6417658 DOI: 10.1371/journal.pone.0213657] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2018] [Accepted: 02/26/2019] [Indexed: 01/04/2023] Open
Abstract
The main aim of the present study was to explore the value of several measures of handwriting in the study of motor abnormalities in patients with bipolar or psychotic disorders. 54 adult participants with a schizophrenia spectrum disorder or bipolar disorder and 44 matched healthy controls, participated in the study. Participants were asked to copy a handwriting pattern consisting of four loops, with an inking pen on a digitizing tablet. We collected a number of classical, non-linear and geometrical measures of handwriting. The handwriting of patients was characterized by a significant decrease in velocity and acceleration and an increase in the length, disfluency and pressure with respect to controls. Concerning non-linear measures, we found significant differences between patients and controls in the Sample Entropy of velocity and pressure, Lempel-Ziv of velocity and pressure, and Higuchi Fractal Dimension of pressure. Finally, Lacunarity, a measure of geometrical heterogeneity, was significantly greater in handwriting patterns from patients than from controls. We did not find differences in any handwriting measure on function of the specific diagnosis or the antipsychotic dose. Results indicate that participants with a schizophrenia spectrum disorder or bipolar disorder exhibit significant motor impairments and that these impairments can be readily quantified using measures of handwriting movements. Besides, they suggest that motor abnormalities are a core feature of several mental disorders and they seem to be unrelated to the pharmacological treatment.
Collapse
Affiliation(s)
- Yasmina Crespo
- Psychology Department, University of Jaén, Jaén, Spain
- Mental Health Unit, St. Agustín Universitary Hospital, Linares, Jaén, Spain
| | | | | | | | | |
Collapse
|
13
|
Cadola L, Marquis R, Champod C. Le processus d’écriture et la maladie d’Alzheimer: Un état de l’art. CANADIAN SOCIETY OF FORENSIC SCIENCE JOURNAL 2019. [DOI: 10.1080/00085030.2019.1573792] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Affiliation(s)
- Liv Cadola
- Ecole des Sciences Criminelles, Faculté de droit, de sciences criminelles et d’administration publique, Université de Lausanne, Suisse
- Département de chimie, biochimie et physique, Université du Québec à Trois-Rivières, Canada
- Laboratoire de recherche en criminalistique, Trois-Rivières, Canada
| | - Raymond Marquis
- Ecole des Sciences Criminelles, Faculté de droit, de sciences criminelles et d’administration publique, Université de Lausanne, Suisse
| | - Christophe Champod
- Ecole des Sciences Criminelles, Faculté de droit, de sciences criminelles et d’administration publique, Université de Lausanne, Suisse
| |
Collapse
|
14
|
Caligiuri MP, Teulings HL, Dean CE, Lohr JB. The nature of bradykinesia in schizophrenia treated with antipsychotics. Psychiatry Res 2019; 273:537-543. [PMID: 30710809 PMCID: PMC6561794 DOI: 10.1016/j.psychres.2019.01.058] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2018] [Revised: 01/14/2019] [Accepted: 01/14/2019] [Indexed: 10/27/2022]
Abstract
Recognizing drug-induced parkinsonian bradykinesia in psychosis patients can be challenging due to overlapping presentation with psychomotor slowing associated with depression, negative symptoms, or cognitive disturbances. In this study, we apply prior findings on the pathophysiology of bradykinesia in Parkinson's disease to gain an understanding of motor slowing in psychosis patients. Handwriting movements from 57 healthy participants and 70 psychosis patients were recorded on a digitizing tablet. Temporal and kinematic features were extracted from handwritten loops and circles. An independent objective measure based on peak velocity for circles written at maximum speed was used to classify patients as bradykinetic. Using a statistical cut-point derived from normative data, 64% of the patients met criterion for bradykinesia compared with 46% using a conventional observer-based severity rating scale. Bradykinetic patients produced handwriting movements with longer stroke durations, smaller amplitudes and lower peak velocities compared with non-bradykinetic patients. Thirty-six percent of the pen strokes produced by the bradykinetic patients were non-ballistic compare with 20% for the non-bradykinetic patients. The proportion of nonballistic movements observed in handwriting was unrelated to current antipsychotic dose, severity of negative psychosis or depression. The ease-of-use and standardization of a tablet-based approach to quantifying parkinsonian bradykinesia can aid in diagnosing parkinsonian bradykinesia in patients treated with antipsychotics.
Collapse
Affiliation(s)
| | | | | | - James B. Lohr
- University of California, San Diego, CA,VA San Diego, Center of Excellence for Stress and Mental Health
| |
Collapse
|
15
|
Schabos O, Hoffmann K, Enzi B, Juckel G, Mavrogiorgou P. Kinematic Analysis of Handwriting Movements in Individuals with Intellectual Disabilities with and without Obsessive Compulsive Symptoms. Psychopathology 2019; 52:346-357. [PMID: 31955169 DOI: 10.1159/000505073] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2019] [Accepted: 11/27/2019] [Indexed: 11/19/2022]
Abstract
UNLABELLED Theory/calculation: Movement disorders such as disturbances of coordination, clumsiness, and hand-related stereotypies are a frequent phenomenon in individuals with intellectual disabilities (ID). Obsessive-compulsive symptoms are also common in persons with ID. Our aim was to investigate hand motor dysfunction in persons with ID with and without OCD, using a digitizing tablet and the kinematic analysis of handwriting and drawing movements. METHODS We examinedthe hand motor performance of 23 individuals (12 males, 11 females, 42.6 ± 13.7 years old) with ID of heterogeneous aetiology. All subjects were required to write a sentence and draw circles under various conditions. Kinematic parameters were calculated to quantify hand motion. RESULTS Individuals with ID exhibit serious hand motor impairments suggestive of bradykinesia, irregularity, and micrographia. More than half of our ID patients (60.9%) displayed obsessive-compulsive symptoms of moderate severity (Y-BOCS total score: 16.6 ± 8.3). Interestingly, the ID patients with OCD displayed smaller amplitudes of hand motor movements than did patients with no obsessive-compulsive symptoms, while differences observed in the writing and drawing concentric circles trials were significant. CONCLUSIONS The results of this pilot study support the use of kinematic analyses of handwriting movements to evaluate motor abnormalities in patients with ID and comorbid mental illnesses.
Collapse
Affiliation(s)
- Oliver Schabos
- Department of Psychiatry, Ruhr University Bochum, LWL University Hospital, Bochum, Germany
| | - Knut Hoffmann
- Department of Psychiatry, Ruhr University Bochum, LWL University Hospital, Bochum, Germany
| | - Björn Enzi
- Department of Psychiatry, Ruhr University Bochum, LWL University Hospital, Bochum, Germany
| | - Georg Juckel
- Department of Psychiatry, Ruhr University Bochum, LWL University Hospital, Bochum, Germany,
| | - Paraskevi Mavrogiorgou
- Department of Psychiatry, Ruhr University Bochum, LWL University Hospital, Bochum, Germany
| |
Collapse
|
16
|
Motion energy analysis reveals altered body movement in youth at risk for psychosis. Schizophr Res 2018; 200:35-41. [PMID: 28587814 PMCID: PMC5712481 DOI: 10.1016/j.schres.2017.05.035] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2017] [Revised: 05/23/2017] [Accepted: 05/26/2017] [Indexed: 12/29/2022]
Abstract
BACKGROUND Growing evidence suggests that movement abnormalities occur prior to the onset of psychosis. Innovations in technology and software provide the opportunity for a fine-tuned and sensitive measurement of observable behavior that may be particularly useful to detecting the subtle movement aberrations present during the prodromal period. METHODS In the present study, 54 youth at ultrahigh risk (UHR) for psychosis and 62 healthy controls participated in structured clinical interviews to assess for an UHR syndrome. The initial 15min of the baseline clinical interview was assessed using Motion Energy Analysis (MEA) providing frame-by-frame measures of total movement, amplitude, speed, and variability of both head and body movement separately. RESULTS Result showed region-specific group differences such that there were no differences in head movement but significant differences in body movement. Specifically, the UHR group showed greater total body movement and speed of body movements, and lower variation in body movement compared to healthy controls. However, there were no significant associations with positive, negative or disorganized symptom domains. CONCLUSION This study represents an innovative perspective on gross motor function in the UHR group. Importantly, the automated approach used in this study provides a sensitive and objective measure of body movement abnormalities, potentially guiding novel assessment and prevention of symptom development in those at risk for psychosis.
Collapse
|
17
|
Dynamic signatures: A review of dynamic feature variation and forensic methodology. Forensic Sci Int 2018; 291:216-229. [DOI: 10.1016/j.forsciint.2018.08.021] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2018] [Accepted: 08/20/2018] [Indexed: 11/19/2022]
|
18
|
Crespo Y, Soriano MF, Iglesias-Parro S, Aznarte JI, Ibáñez-Molina AJ. Spatial Analysis of Handwritten Texts as a Marker of Cognitive Control. J Mot Behav 2017; 50:643-652. [DOI: 10.1080/00222895.2017.1400945] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Y. Crespo
- Psychology Department, University of Jaén, Jaén, Spain
- Mental Health Unit, Hospital San Agustín, Linares, Spain
| | - M. F. Soriano
- Mental Health Unit, Hospital San Agustín, Linares, Spain
| | | | - J. I. Aznarte
- Mental Health Unit, Hospital San Agustín, Linares, Spain
| | | |
Collapse
|
19
|
van Harten PN, Walther S, Kent JS, Sponheim SR, Mittal VA. The clinical and prognostic value of motor abnormalities in psychosis, and the importance of instrumental assessment. Neurosci Biobehav Rev 2017; 80:476-487. [PMID: 28711662 DOI: 10.1016/j.neubiorev.2017.06.007] [Citation(s) in RCA: 70] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2016] [Revised: 06/06/2017] [Accepted: 06/13/2017] [Indexed: 01/15/2023]
Abstract
Motor abnormalities comprise several clinical signs intrinsic to psychosis. Critically, these features are of prognostic value in individuals at-risk for psychosis, and for those in early stages of psychotic disorders. Motor abnormalities such as tremor, rigidity, and neurological soft signs often go unrecognized. Currently, advances in this area are limited by a paucity of theoretical conceptions categorizing or linking these behaviours to underlying neurobiology affected in psychosis. However, emerging technological advances have significantly improved the ability to detect and assess motor abnormalities with objective instruments in a timely and reliable manner. Further, converging evidence has laid the groundwork for theoretically and empirically derived categorization and conceptualization. This review summarizes these advances, stressing the importance of motor abnormalities for understanding vulnerability across different stages of psychosis and introducing these innovative instrumental approaches. Patients, researchers and clinicians will benefit from these new developments, as better assessment aids the development of targeted interventions to ultimately improve the care for individuals experiencing psychosis.
Collapse
Affiliation(s)
- Peter N van Harten
- Department of Psychiatry and Psychology, Maastricht University Medical Centre, Maastricht, The Netherlands; Psychiatric Centre GGz Central, Amersfoort, The Netherlands.
| | - Sebastian Walther
- Translational Research Center, University Hospital of Psychiatry, University of Bern, Switzerland
| | | | | | - Vijay A Mittal
- Northwestern University, Department of Psychology, Department of Psychiatry, Institute for Policy Research, Department of Medical Social Sciences, Evanston/Chicago, USA
| |
Collapse
|
20
|
Abstract
Taking into account findings in the literature, the author aimed to test whether specific graphical characteristics of handwriting can distinguish patients diagnosed with schizophrenic disorders from healthy controls. Handwriting samples (one sample from each person) from 60 outpatients (29 women, 31 men; age M = 28.5, SD = 5.4) with paranoid schizophrenia were analyzed by three documents examiners and were compared to samples from 60 controls (30 men, 30 women, age M = 28.0, SD = 3.0) without psychiatric disorders. Document examiners assessed 32 graphical features potentially related to schizophrenia. The comparisons between groups revealed that only 7 out of 32 handwriting properties were significantly different in the handwriting of schizophrenic outpatients from controls: the calligraphic forms of letters, loops in ovals, lacking of dots, tremor, sinusoidal baseline, and irregularities size of lower zone. These findings are discussed in terms of motor disturbances in schizophrenia and in relation to the previous research on handwriting of other mental disorders. Similarities between the graphical patterns of handwriting of schizophrenic patients and those of other mental disorders and/or other mental states have been demonstrated.
Collapse
Affiliation(s)
- Barbara Gawda
- Department of Psychology, Maria Curie-Sklodowska University, Lublin, Poland
| |
Collapse
|
21
|
Mentzel TQ, Lieverse R, Levens A, Mentzel CL, Tenback DE, Bakker PR, Daanen HAM, van Harten PN. Reliability and validity of an instrument for the assessment of bradykinesia. Psychiatry Res 2016; 238:189-195. [PMID: 27086232 DOI: 10.1016/j.psychres.2016.02.011] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2015] [Revised: 11/17/2015] [Accepted: 02/10/2016] [Indexed: 11/25/2022]
Abstract
Bradykinesia is associated with reduced quality of life and medication non-compliance, and it may be a prodrome for schizophrenia. Therefore, screening/monitoring for subtle bradykinesia is of clinical and scientific importance. This study investigated the validity and reliability of such an instrument. Included were 70 patients with psychotic disorders. Inertial sensors captured mean cycle duration, amplitude and velocity of four movement tasks: walking, elbow flexion/extension, forearm pronation/supination and leg agility. The concurrent validity with the Unified Parkinson's Disease Rating Scale (UPDRS) bradykinesia subscale was determined using regression analysis. Reliability was investigated with the intra-class correlation coefficient. The duration, amplitude and velocities of the four tasks measured by the instrument explained 67% of the variance on the UPDRS bradykinesia subscale. The instrument test-retest reliability was high. The instrument investigated in this study is a valid and reliable alternative to observer-rated scales. It is an ideal tool for monitoring bradykinesia as it requires little training and experience to achieve reliable results.
Collapse
Affiliation(s)
- Thierry Q Mentzel
- Psychiatric Centre GGz Centraal, Innova, Amersfoort, The Netherlands; Department of Psychiatry and Psychology, Maastricht University, Maastricht, The Netherlands.
| | - Ritsaert Lieverse
- Department of Psychiatry and Psychology, Maastricht University, Maastricht, The Netherlands.
| | - Amar Levens
- Department of Psychiatry, University Medical Centre Utrecht, Utrecht University, Utrecht, The Netherlands.
| | - Charlotte L Mentzel
- Psychiatric Centre GGz Centraal, Innova, Amersfoort, The Netherlands; Department of Psychiatry and Psychology, Maastricht University, Maastricht, The Netherlands.
| | - Diederik E Tenback
- Psychiatric Centre GGz Centraal, Innova, Amersfoort, The Netherlands; Department of Psychiatry, University Medical Centre Utrecht, Utrecht University, Utrecht, The Netherlands.
| | - P Rob Bakker
- Psychiatric Centre GGz Centraal, Innova, Amersfoort, The Netherlands; Department of Psychiatry and Psychology, Maastricht University, Maastricht, The Netherlands.
| | - Hein A M Daanen
- MOVE Research Institute, Faculty of Human Movement Sciences, VU University, Amsterdam, The Netherlands; Nederlandse Organisatie voor Toegepast Natuurwetenschappelijk Onderzoek (TNO) [Dutch Organization for Applied Scientific Research], Soesterberg, The Netherlands.
| | - Peter N van Harten
- Psychiatric Centre GGz Centraal, Innova, Amersfoort, The Netherlands; Department of Psychiatry and Psychology, Maastricht University, Maastricht, The Netherlands.
| |
Collapse
|
22
|
Dean DJ, Orr JM, Newberry RE, Mittal VA. Motor behavior reflects reduced hemispheric asymmetry in the psychosis risk period. Schizophr Res 2016; 170:137-42. [PMID: 26492987 PMCID: PMC4707112 DOI: 10.1016/j.schres.2015.10.017] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2015] [Revised: 10/06/2015] [Accepted: 10/09/2015] [Indexed: 12/29/2022]
Abstract
BACKGROUND A body of work focusing on brain connectivity, language dominance, and motor laterality research suggests that reduced hemispheric asymmetry is a core feature in schizophrenia. However, there is little consensus about whether reduced dominance is present in those at ultrahigh risk (UHR) for psychosis. METHODS A total of 94 demonstrated right-handed neuroleptic free participants (38 UHR and 56 matched healthy controls) were assessed with structured clinical interviews and completed an innovative handwriting task using a digital tablet computer. A laterality quotient (LQ) was calculated using kinematic variables from the participant's left and right hands. A subset of the sample (26 UHR and 29 controls) returned after 12-months to complete clinical interviews in order to examine relationships between handwriting laterality and progression of psychosis risk symptoms. RESULTS The UHR group showed decreased dextrality compared to healthy controls. At the 12-month follow-up, decreased dextrality accounted for 8% of the variance in worsened positive symptoms within the UHR group. CONCLUSION The current results suggest that disrupted cerebral dominance is also present in the ultrahigh risk period and that decreased dextrality may serve as a novel biomarker for the progression of psychosis risk.
Collapse
Affiliation(s)
- Derek J Dean
- University of Colorado Boulder, Department of Psychology and Neuroscience, United States; University of Colorado Boulder, Center for Neuroscience, United States.
| | - Joseph M Orr
- Texas A&M University, Department of Psychology, United States
| | - Raeana E Newberry
- University of Colorado Boulder, Department of Psychology and Neuroscience, United States
| | - Vijay A Mittal
- Northwestern University, Department of Psychology, United States
| |
Collapse
|
23
|
Kömür İ, Gürler AS, Başpınar B, Şahin E, Kantarcı MN, Emül M, Kandemir E, Akın HM, Üner HB. Differences in Handwritings of Schizophrenia Patients and Examination of the Change after Treatment. J Forensic Sci 2015; 60:1613-9. [PMID: 26300231 DOI: 10.1111/1556-4029.12858] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2014] [Revised: 11/07/2014] [Accepted: 11/08/2014] [Indexed: 11/29/2022]
Abstract
The aim of this study was to analyze the differences between the handwritings of schizophrenia patients and healthy subjects in addition to the changes that occurred in schizophrenia patients' handwriting in response to the treatment. The test subjects were 29 schizophrenia patients and 29 healthy individuals with the same age, gender, and dominant hand. The changes in the handwritings were examined according to 14 different parameters. On the day of admittance, the percentage of extra letters was 16.7%, and after 7-10 days of hospitalization, it rose to 33.3%. The percentage of skipped words decreased from 29.2% to 16.7% after 7-10 days of hospitalization, and to 10% after 3 weeks. The letters written by schizophrenia patients are significantly larger in height and width compared to the control group. The schizophrenia patients showed a higher incidence of crossed-out letters, adding extra words, missing punctuation as well as missing words.
Collapse
Affiliation(s)
- İlhami Kömür
- The Council of Forensic Medicine, The Ministry of Justice, Cobancesme, Kımız Sokak, 34196 Bahcelievler, Istanbul, Turkey
| | - Ahmet Selçuk Gürler
- The Council of Forensic Medicine, The Ministry of Justice, Cobancesme, Kımız Sokak, 34196 Bahcelievler, Istanbul, Turkey
| | - Bünyamin Başpınar
- The Council of Forensic Medicine, The Ministry of Justice, Cobancesme, Kımız Sokak, 34196 Bahcelievler, Istanbul, Turkey
| | - Esat Şahin
- The Council of Forensic Medicine, The Ministry of Justice, Cobancesme, Kımız Sokak, 34196 Bahcelievler, Istanbul, Turkey
| | - Muhammet Nabi Kantarcı
- The Council of Forensic Medicine, The Ministry of Justice, Cobancesme, Kımız Sokak, 34196 Bahcelievler, Istanbul, Turkey
| | - Murat Emül
- Department of Psychiatry, Istanbul University Cerrahpasa Medical Faculty, Cerrahpasa 34098 Fatih, Istanbul, Turkey
| | - Eyüp Kandemir
- The Council of Forensic Medicine, The Ministry of Justice, Cobancesme, Kımız Sokak, 34196 Bahcelievler, Istanbul, Turkey
| | - Hacı Mehmet Akın
- The Council of Forensic Medicine, The Ministry of Justice, Cobancesme, Kımız Sokak, 34196 Bahcelievler, Istanbul, Turkey
| | - Hüseyin Bülent Üner
- The Council of Forensic Medicine, The Ministry of Justice, Cobancesme, Kımız Sokak, 34196 Bahcelievler, Istanbul, Turkey.,Istanbul University Forensic Medicine Institute, Cerrahpasa 34098 Fatih, Istanbul, Turkey
| |
Collapse
|
24
|
Kimberley TJ, Schmidt RLS, Chen M, Dykstra DD, Buetefisch CM. Mixed effectiveness of rTMS and retraining in the treatment of focal hand dystonia. Front Hum Neurosci 2015. [PMID: 26217209 PMCID: PMC4496570 DOI: 10.3389/fnhum.2015.00385] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Though the pathophysiology of dystonia remains uncertain, two primary factors implicated in the development of dystonic symptoms are excessive cortical excitability and impaired sensorimotor processing. The aim of this study was to determine the functional efficacy of an intervention combining repetitive transcranial magnetic stimulation (rTMS) and sensorimotor retraining. A randomized, single-subject, multiple baseline design with crossover was used to examine participants with focal hand dystonia (FHD) (n = 9). Intervention: 5 days rTMS + sensorimotor retraining (SMR) vs. Five days rTMS + control therapy (CTL) (which included stretching and massage). The rTMS was applied to the premotor cortex at 1 Hz at 80% resting motor threshold for 1200 pulses. For sensorimotor retraining, a subset of the Learning-based Sensorimotor Training program was followed. Each session in both groups consisted of rTMS followed immediately by 30 min of the therapy intervention (SMR or CTL). Contrary to our hypothesis, group analyses revealed no additional benefit from the SMR training vs. CTL. When analyzed across group however, there was significant improvement from the first baseline assessment in several measures, including tests of sensory ability and self-rated changes. The patient rated improvements were accompanied by a moderate effect size suggesting clinical meaningfulness. These results provide encouragement for further investigation of rTMS in FHD with a need to optimize a secondary intervention and determine likely responders vs. non-responders.
Collapse
Affiliation(s)
- Teresa J Kimberley
- Program in Physical Therapy, Brain Plasticity Laboratory, Department of Physical Medicine and Rehabilitation, University of Minnesota Minneapolis, MN, USA
| | - Rebekah L S Schmidt
- Program in Physical Therapy, Brain Plasticity Laboratory, Department of Physical Medicine and Rehabilitation, University of Minnesota Minneapolis, MN, USA
| | - Mo Chen
- Program in Physical Therapy, Brain Plasticity Laboratory, Department of Physical Medicine and Rehabilitation, University of Minnesota Minneapolis, MN, USA
| | - Dennis D Dykstra
- Department of Physical Medicine and Rehabilitation, University of Minnesota Minneapolis, MN, USA
| | - Cathrin M Buetefisch
- Department of Neurology and Rehabilitation Medicine, Emory University Atlanta, GA, USA
| |
Collapse
|
25
|
Abstract
Tardive dyskinesia (TD) is a movement disorder commonly associated with chronic exposure to antidopaminergic medications, which may be in some cases disfiguring and socially disabling. The consensus from a growing body of research on the incidence and prevalence of TD in the modern era of antipsychotics indicates that this disorder has not disappeared continues to challenge the effective management of psychotic symptoms in patients with schizophrenia. A fundamental component in an effective strategy for managing TD is its reliable and accurate assessment. In the present study, we examined the clinical utility of a brief handwriting dysfluency measure for quantifying TD. Digitized samples of handwritten circles and loops were obtained from 62 psychosis patients with or without TD and from 50 healthy subjects. Two measures of dysfluent pen movements were extracted from each vertical pen stroke, including normalized jerk and the number of acceleration peaks. Tardive dyskinesia patients exhibited significantly higher dysfluency scores than non-TD patients and controls. Severity of handwriting movement dysfluency was correlated with Abnormal Involuntary Movement Scale severity ratings for some tasks. The procedure yielded high degrees of test-retest reliability. These results suggest that measures of handwriting movement dysfluency may be particularly useful for objectively evaluating the efficacy of pharmacotherapeutic strategies for treating TD.
Collapse
|
26
|
Dean DJ, Mittal VA. Spontaneous parkinsonisms and striatal impairment in neuroleptic free youth at ultrahigh risk for psychosis. NPJ SCHIZOPHRENIA 2015; 1. [PMID: 26613098 PMCID: PMC4657751 DOI: 10.1038/npjschz.2014.6] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Background: Spontaneous movement abnormalities, occurring independent of medication status, are thought to reflect basal ganglia pathology in patients at ultrahigh risk (UHR) for psychosis. To date, the research literature has primarily focused on movements associated with elevated striatal dopamine (i.e., hyperkinesia) while little is known about motor symptoms associated with low levels of subcortical dopamine (i.e., spontaneous parkinsonisms; SPs). As SPs (e.g., bradykinesia) may be governed by distinct neural mechanisms, this line of research can provide a clearer picture of the etiological processes in the prodrome. Aims: To examine SPs and striatal structural correlates in youth at risk for psychosis. Methods: A total of 81 (35 UHR, 46 healthy controls) adolescents were administered a structured clinical interview, structural MRI scan, and handwriting kinematic analysis capable of assessing SPs that are not detectable by traditional observer-based inventories. Results: The UHR group exhibited significant decreased velocity scaling (indicative of SPs), t(79)=−2.65, P⩽0.01, as well as decreased ipsilateral t(68)=−3.16, P⩽0.001 and contralateral t(68)=−3.32, P⩽0.001 putamen volume compared with the healthy control group. Further, decreased velocity scaling was significantly associated with smaller ipsilateral putamen r(68)=0.23, P⩽0.05, 95% confidence interval (CI) (−0.005, 0.44), left r(68)=0.23, P⩽0.05, 95% CI (−0.005, 0.44) and right r(68)=0.21, P⩽0.05, 95% CI (−0.03, 0.42) caudate volume, as well as increased positive r(79)=−0.20, P=0.05, 95% CI (−0.40, −0.02) and negative r(79)=−0.27, P⩽0.05, 95% CI (−0.46, −0.06) symptoms across the sample. Conclusions: These findings represent the first evidence for hypokinetic movement abnormalities in the UHR period, indicating that pathophysiological processes in UHR patients may also involve hypodopaminergia. The results implicate a dopamine-induced imbalance contributing to frontal–subcortical circuit dysfunction in the psychosis prodrome.
Collapse
Affiliation(s)
- Derek J Dean
- University of Colorado Boulder, Department of Psychology and Neuroscience, Boulder, CO, USA ; University of Colorado Boulder, Center for Neuroscience, Boulder, CO, USA
| | - Vijay A Mittal
- University of Colorado Boulder, Department of Psychology and Neuroscience, Boulder, CO, USA ; University of Colorado Boulder, Center for Neuroscience, Boulder, CO, USA
| |
Collapse
|
27
|
O'Reilly C, Plamondon R, Lebrun LH. Linking brain stroke risk factors to human movement features for the development of preventive tools. Front Aging Neurosci 2014; 6:150. [PMID: 25071559 PMCID: PMC4085479 DOI: 10.3389/fnagi.2014.00150] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2013] [Accepted: 06/17/2014] [Indexed: 11/17/2022] Open
Abstract
This paper uses human movement analyses to assess the susceptibility of brain stroke, one of the most important causes of disability in elders. To that end, a computerized battery of nine neuromuscular tests has been designed and evaluated with a sample of 120 subjects with or without stoke risk factors. The kinematics of the movements produced was analyzed using a computational neuromuscular model and predictive characteristics were extracted. Logistic regression and linear discriminant analysis with leave-one-out cross-validation was used to infer the probability of presence of brain stroke risk factors. The clinical potential value of movement information for stroke prevention was assessed by computing area under the receiver operating characteristic curve (AUC) for the diagnostic of risk factors based on motion analysis. AUC mostly varying between 0.6 and 0.9 were obtained, depending on the neuromuscular test and the risk factor investigated (obesity, diabetes, hypertension, hypercholesterolemia, cigarette smoking, and cardiac disease). Our results support the feasibility of the proposed methodology and its potential application for the development of brain stroke prevention tools. Although further research is needed to improve this methodology and its outcome, results are promising and the proposed approach should be of great interest for many experimenters open to novel approaches in preventive medicine and in gerontology. It should also be valuable for engineers, psychologists, and researchers using human movements for the development of diagnostic and neuromuscular assessment tools.
Collapse
Affiliation(s)
- Christian O'Reilly
- Laboratoire Scribens, Département de Génie Électrique, École Polytechnique de Montréal Montréal, QC, Canada ; Dream and Nightmare Laboratory, Center for Advanced Research in Sleep Medicine, Hôpital du Sacré-Coeur de Montréal Montréal, QC, Canada ; Department of Psychiatry, University of Montreal Montréal, QC, Canada
| | - Réjean Plamondon
- Laboratoire Scribens, Département de Génie Électrique, École Polytechnique de Montréal Montréal, QC, Canada
| | - Louise-Hélène Lebrun
- Département de Neurologie Vasculaire, Centre Hospitalier de l'Université de Montréal, Hôpital Notre-Dame Montréal, QC, Canada
| |
Collapse
|
28
|
Abstract
The purpose was to test whether specific characteristics of handwriting can distinguish patients diagnosed with major depression from healthy controls and patients with bipolar disorder. Handwriting samples from 30 patients with major depressive disorder and 30 patients in the bipolar depressive phase were compared to samples from 30 patients in the bipolar manic phase and 60 healthy controls. Forensic document experts examined all 150 written samples of the same text and empirically measured graphical aspects potentially related to depression, such as direction of the baseline, pen pressure, tremor, forms of the letters 'm', 'n', 'a', and 'o', sizes of the letters and writing zones, the initial and final shapes of letters, slant, and impulse. Three handwriting parameters of 32 examined differed significantly between controls and patients with depression (major depression or depressed bipolar patients). However, there were no statistically significant differences in these parameters between depressed patients and bipolar patients in the manic phase, indicating that these handwriting characteristics cannot distinguish depressed patients from manic patients. The main hypothesis, that psychomotor slowing is visible in handwriting, was not confirmed.
Collapse
Affiliation(s)
- Barbara Gawda
- Department of Psychology, Maria Curie-Sklodowska University, Plac Litewski 5, 20-080 Lublin, Poland.
| |
Collapse
|
29
|
van Harten PN, Bakker PR, Mentzel CL, Tijssen MA, Tenback DE. Movement disorders and psychosis, a complex marriage. Front Psychiatry 2014; 5:190. [PMID: 25620934 PMCID: PMC4288124 DOI: 10.3389/fpsyt.2014.00190] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2014] [Accepted: 12/12/2014] [Indexed: 12/02/2022] Open
Affiliation(s)
- Peter N van Harten
- Psychiatric Centre GGz Centraal, Innova , Amersfoort , Netherlands ; School for Mental Health and Neuroscience, Maastricht University , Maastricht , Netherlands
| | - P Roberto Bakker
- Psychiatric Centre GGz Centraal, Innova , Amersfoort , Netherlands ; School for Mental Health and Neuroscience, Maastricht University , Maastricht , Netherlands
| | - Charlotte L Mentzel
- Psychiatric Centre GGz Centraal, Innova , Amersfoort , Netherlands ; School for Mental Health and Neuroscience, Maastricht University , Maastricht , Netherlands
| | - Marina A Tijssen
- Department of Neurology, University Medical Center Groningen, University of Groningen , Groningen , Netherlands
| | - Diederik E Tenback
- Psychiatric Centre GGz Centraal, Innova , Amersfoort , Netherlands ; Department of Neurology, University Medical Center Groningen, University of Groningen , Groningen , Netherlands
| |
Collapse
|
30
|
Danna J, Paz-Villagrán V, Velay JL. Signal-to-noise velocity peaks difference: a new method for evaluating the handwriting movement fluency in children with dysgraphia. RESEARCH IN DEVELOPMENTAL DISABILITIES 2013; 34:4375-4384. [PMID: 24139714 DOI: 10.1016/j.ridd.2013.09.012] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2013] [Revised: 09/06/2013] [Accepted: 09/09/2013] [Indexed: 06/02/2023]
Abstract
This study evaluated handwriting movement dysfluency related to dysgraphia. A new variable, the Signal-to-Noise velocity peaks difference (SNvpd), was proposed to describe abnormal velocity fluctuations in cursive handwriting. This variable was compared to two variables most frequently used variables for assessing handwriting fluency. This comparison was carried out for three different groups, children with dysgraphia, proficient children, and adults, all of whom wrote the same single word. The adults were taken as the reference. Results revealed that, of the three variables studied, the SNvpd proved most efficient in discriminating children with dysgraphia, and that furthermore, it had the significant advantage of facilitating the localization of dysfluency peaks within a word. Our results also showed that the movement dysfluency of children with dysgraphia was specific to certain letters. In light of these results, we discuss the methodological and theoretical relevance of this new variable to the analysis of handwriting movement with the aim of characterizing dysgraphia.
Collapse
Affiliation(s)
- Jérémy Danna
- Laboratoire de Neurosciences Cognitives, UMR 7291, CNRS - Aix-Marseille Université, France; Brain and Language Research Institute, LPL, CNRS - Aix-Marseille Université, France.
| | | | | |
Collapse
|
31
|
Caligiuri MP, Teulings HL, Dean CE, Niculescu AB, Lohr JB. Handwriting movement kinematics for quantifying extrapyramidal side effects in patients treated with atypical antipsychotics. Psychiatry Res 2010; 177:77-83. [PMID: 20381875 PMCID: PMC2859992 DOI: 10.1016/j.psychres.2009.07.005] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2008] [Revised: 06/16/2009] [Accepted: 07/09/2009] [Indexed: 10/19/2022]
Abstract
Ongoing monitoring of neuroleptic-induced extrapyramidal side effects (EPS) is important to maximize treatment outcome, improve medication adherence and reduce re-hospitalization. Traditional approaches for assessing EPS such as Parkinsonism, tardive akathisia, or dyskinesia rely upon clinical ratings. However, these observer-based EPS severity ratings can be unreliable and are subject to examiner bias. In contrast, quantitative instrumental methods are less subject to bias. Most instrumental methods have only limited clinical utility because of their complexity and costs. This paper describes an easy-to-use instrumental approach based on handwriting movements for quantifying EPS. Here, we present findings from psychiatric patients treated with atypical (second generation) antipsychotics. The handwriting task consisted of a sentence written several times within a 2 cm vertical boundary at a comfortable speed using an inkless pen and digitizing tablet. Kinematic variables including movement duration, peak vertical velocity and the number of acceleration peaks, and average normalized jerk (a measure of smoothness) for each up or down stroke and their submovements were analyzed. Results from 59 psychosis patients and 46 healthy comparison subjects revealed significant slowing and dysfluency in patients compared to controls. We observed differences across medications and daily dose. These findings support the ecological validity of handwriting movement analysis as an objective behavioral biomarker for quantifying the effects of antipsychotic medication and dose on the motor system.
Collapse
Affiliation(s)
- Michael P. Caligiuri
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA,Corresponding author. University of California San Diego, Department of Psychiatry, 9500 Gilman Drive, La Jolla, CA 92093 Tel./fax: 858-455-5050/858-455-9540.
| | | | - Charles E. Dean
- Psychiatry Service, Minneapolis VA Medical Center, Minneapolis MN, USA
| | - Alexander B. Niculescu
- Department of Psychiatry, Indiana University School of Medicine and Indianapolis VA Medical Center, IN, USA
| | - James B. Lohr
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
| |
Collapse
|
32
|
Utari A, Adams E, Berry-Kravis E, Chavez A, Scaggs F, Ngotran L, Boyd A, Hessl D, Gane LW, Tassone F, Tartaglia N, Leehey MA, Hagerman RJ. Aging in fragile X syndrome. J Neurodev Disord 2010; 2:70-76. [PMID: 20585378 PMCID: PMC2882562 DOI: 10.1007/s11689-010-9047-2] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2009] [Accepted: 04/20/2010] [Indexed: 12/02/2022] Open
Abstract
Many studies have focused on the behavior and cognitive problems in young patients with fragile X syndrome (FXS), but there are no studies about the problems in aging for those with FXS. The discovery of the fragile X-associated tremor ataxia syndrome (FXTAS), a neurodegenerative disorder related to elevated FMR1-mRNA, in elderly men and some women with the premutation, intensified the need for aging studies in FXS. Approximately 40% of males with FXS have repeat size mosaicism and as a result, some of these individuals also have elevated levels of FMR1-mRNA which theoretically puts them at risk for FXTAS. Here, we have surveyed all of the aging patients with FXS that we have followed over the years to clarify the medical complications of aging seen in those with FXS. Data was collected from 62 individuals with the FXS full mutation (44 males; 18 females) who were at least 40 years old at their most recent clinical examination. We found that the five most frequent medical problems in these patients were neurological problems (38.7%), gastrointestinal problems (30.6%), obesity (28.8%), hypertension (24.2%) and heart problems (24.2%). Movement disorders were significantly different between males and females (38.6% vs.10.2%, p = 0.029). We did not find any differences in medical problems between those with a full mutation and those with mosaicism. Identification of medical problems associated with aging in FXS is important to establish appropriate recommendations for medical screening and treatment considerations.
Collapse
Affiliation(s)
- Agustini Utari
- Medical Investigation of Neurodevelopmental Disorders (M.I.N.D.) Institute, University of California, Davis, Medical Center, 2825 50th Street, Sacramento, CA 95817 USA
- Division of Human Genetics, Center for Biomedical Research, Faculty of Medicine, Diponegoro University, Semarang, Indonesia
| | - Evan Adams
- Medical Investigation of Neurodevelopmental Disorders (M.I.N.D.) Institute, University of California, Davis, Medical Center, 2825 50th Street, Sacramento, CA 95817 USA
| | - Elizabeth Berry-Kravis
- Department of Pediatrics, Neurology, and Biochemistry, Rush-University Medical Center, Chicago, IL USA
| | - Alyssa Chavez
- Medical Investigation of Neurodevelopmental Disorders (M.I.N.D.) Institute, University of California, Davis, Medical Center, 2825 50th Street, Sacramento, CA 95817 USA
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Medical Center, Sacramento, CA USA
| | - Felicia Scaggs
- School of Medicine, Rush University Medical Center, Chicago, IL USA
| | - Lily Ngotran
- Medical Investigation of Neurodevelopmental Disorders (M.I.N.D.) Institute, University of California, Davis, Medical Center, 2825 50th Street, Sacramento, CA 95817 USA
| | - Antoniya Boyd
- Medical Investigation of Neurodevelopmental Disorders (M.I.N.D.) Institute, University of California, Davis, Medical Center, 2825 50th Street, Sacramento, CA 95817 USA
| | - David Hessl
- Medical Investigation of Neurodevelopmental Disorders (M.I.N.D.) Institute, University of California, Davis, Medical Center, 2825 50th Street, Sacramento, CA 95817 USA
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, Medical Center, Sacramento, CA USA
| | - Louise W. Gane
- Medical Investigation of Neurodevelopmental Disorders (M.I.N.D.) Institute, University of California, Davis, Medical Center, 2825 50th Street, Sacramento, CA 95817 USA
| | - Flora Tassone
- Department of Biological Chemistry, University of California, Davis, School of Medicine, Davis, CA USA
| | - Nicole Tartaglia
- Department of Pediatrics, University of Colorado, Denver, School of Medicine, Aurora, CO USA
| | - Maureen A. Leehey
- Department of Neurology, University of Colorado, Denver, Aurora, CO USA
| | - Randi J. Hagerman
- Medical Investigation of Neurodevelopmental Disorders (M.I.N.D.) Institute, University of California, Davis, Medical Center, 2825 50th Street, Sacramento, CA 95817 USA
- Department of Pediatrics, University of California, Davis, Medical Center, Sacramento, CA USA
| |
Collapse
|