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| Name | Class |
|---|---|
| NOVA Medical School | OTHER |
| Faculdade de Motricidade Humana | OTHER |
| University of Lisbon | OTHER |
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Alzheimer's disease (AD) is the most common of dementia, and has associated cognitive and motor disorders, with consequences on daily activities, including handwriting.
Handwriting has been used to study fine motor control or executive functioning in healthy and unhealthy populations. Changes in this skill are present at different stages of the clinical course of Alzheimer's Disease. The sensorimotor deterioration is observed in handwriting tasks (motion kinematics, such as movement time, speed, and profiles) and brain activity rhythms.
Handwriting has been used to study fine motor control or executive functioning in healthy and unhealthy populations, and changes in this skill are present at different stages of the clinical course of dementia. From a theoretical perspective, because sensorimotor deterioration observed in handwriting tasks (motion kinematics, such as movement time, speed, and profiles).
Due to the large number of brain areas related to handwriting performance, brain electrical activity analysis can be an early indicator of brain dysfunction. Although there is a lack of validation across healthy and non-healthy populations Electroencephalogram (EEG) measures have the potential for evaluating cognitive performance.
This research aims to analyze the suitability of the handwriting assessment protocol, which can contribute to a more in-depth knowledge of this subject and potentially support early identification and treatment.
The minimum sample size for this pilot study is 75 participants, which is the minimum sample size calculated by G*power (90% power, significance level 0.05) to perform the planned between-group comparisons (ANOVA), correlations (Pearson), and nonlinear analyses. Participants who agree to participate in this study will be asked to provide demographic information, such as age, Portuguese as a native language, education level, motor/physical problems, and medical problems. By underlining the social relevance of the project, the investigators anticipate that at least 80% of the invited subjects will be interested in participating in this research.
In the first phase, the request for analysis of this project by the Ethics Committee and the Scientific Council of the University of Évora was made. After approval, the entities were contacted to present the project and start contact with the participants. Then, each participant (or their legal tutor) gave informed consent, where they were aware of the confidentiality of the data collected throughout the study and that they would not be disclosed, being only used for academic purposes.
Subjects were invited to participate in three organizations: Espírito Santo Hospital of Évora (HESE) and two Residential Centers for the Elderly. Two types of participants were recruited in these organizations. At HESE, participants with a diagnosis of dementia (validated by the medical team of the Neurology Service) and some of their healthy family members (without a diagnosis). At the Residential Centre for the Elderly, participants who did not have any medical diagnosis record were subject to a neuropsychological evaluation (lasting approximately 60 minutes) to differentiate the group of participants with and without dementia (and not to define which type of dementia). All participants will take a handwriting assessment (lasting approximately 60 minutes).
The data will be analyzed using the Statistical Package for the Social Sciences [SPSS] to conduct a cross-sectional study.
For the neuropsychological assessment, the following instruments will be used:
The handwriting assessment will be carried out by a psychomotor therapist with extensive experience. The instruments will be:
The data will be collected individually, directly with the individual, in the classroom using a table and a chair to perform the tasks in two sessions: one for neuropsychological assessment and the other for motor assessment. This data collection will take place after the completion of the Informed Consent.
Stroke, vertical/horizontal start position, vertical/horizontal size, slant, reaction time, duration, and pen pressure will be aggregated to obtain the handwriting cinematics.
The brain activity will be measured by the calculation of the spectral density mean from theta, alpha-1and beta bands.
Handwriting legibility will be given by the total score from HAB and the visuomotor will be reported by total and partial score from the VMI-6.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Group 1: subjects with dementia Group 2: subjects without dementia o Group/Cohort Description [*] | Group 1: subjects over the age of 50, with a diagnosis of dementia according to DSM-5 criteria and proven by neuropsychological assessment. Group 2: subjects over the age of 50, with no cognitive impairment on the neuropsychological assessment and with no previous neurological and/or psychiatric history or other illnesses that could interfere with the collection of writing data. |
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| Measure | Description | Time Frame |
|---|---|---|
| Stroke | A stroke is a series of lines or curves written in a single letter, i.e., the path traced by the pen on the paper. Traces are analyzed movements that unite a movement pattern. A movement pattern can be segmented using 2 segmentation methods: zero crossings of the velocity profile after the velocity peak or the minimum velocity after the velocity peak. This measure is obtained through the software Movalyzer, during the handwriting tasks. | Baseline |
| Vertical/horizontal start position | Initial vertical/horizontal position relative to the lower limit of the digitizer area (in cm). | Baseline |
| Vertical/horizontal size | Vertical vector difference between the start and end of a stroke (in cm). | Baseline |
| Slant | Segment slope, which is estimated by the orientation of the line by minimizing/reducing the sum of the squares of the perpendicular distances of all pixels to the line through the gravity point (in radians). | Baseline |
| Reaction time | Is the time from the start of the recording to the start of the trace (in sec). | Baseline |
| Duration | Time interval between the first and last samples in a stroke/segment (in sec). | Baseline |
| Pen pressure | Average pen pressure values along a stroke (N/m2). |
| Measure | Description | Time Frame |
|---|---|---|
| Handwriting legibility | Handwriting legibility will be obtained through the Handwriting Assessment Battery's (HAB) partial score. There is no maximum or minimum. The higher the legibility percentage, the higher the number of legible letters and numbers. | Baseline |
| Handwriting speed |
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Dementia group
Inclusion criteria:
Exclusion criteria:
- Previous neurological history (e.g. stroke, traumatic brain injury, multiple sclerosis, among others), psychiatric history or other incapacitating illnesses that could interfere with the collection of writing data. (NOTE that neurological disease is accepted in the dementia group, but co-morbidity of previous and actual neurological diseases will be excluded) Cognitively normal group
Inclusion criteria:
Exclusion criteria:
- Presence of neurological history (e.g., stroke, traumatic brain injury, multiple sclerosis, among others), psychiatric history, or other incapacitating illnesses that could interfere with the collection of writing data.
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Participants will be recruited from Municipal and Community Associations, Senior Universities and Residential Centre for the Elderly
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| Name | Affiliation | Role |
|---|---|---|
| Ana Matias, PhD | University of Évora | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Espírito Santo Hospital of Évora | Evora | 7000 | Portugal | |||
| Casa dos Avós Residence |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 18280503 | Background | Yan JH, Rountree S, Massman P, Doody RS, Li H. Alzheimer's disease and mild cognitive impairment deteriorate fine movement control. J Psychiatr Res. 2008 Oct;42(14):1203-12. doi: 10.1016/j.jpsychires.2008.01.006. Epub 2008 Feb 15. | |
| 17029655 | Background | Stergiou N, Harbourne R, Cavanaugh J. Optimal movement variability: a new theoretical perspective for neurologic physical therapy. J Neurol Phys Ther. 2006 Sep;30(3):120-9. doi: 10.1097/01.npt.0000281949.48193.d9. |
| Label | URL |
|---|---|
| Neuroscript software | View source |
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Yes: There is a plan to make IPD and related data dictionaries available. All IPD that underlie results in a publication will be shared. Specifically, data from variables mentioned previously, age, gender, and group label.
Starting 6 months after publication
Researchers who wish to have access to IPD, should contact principal researcher. The request should be done by email, were researchers should indicate: complete name, affiliation, position, and justify their interest. After the request will be evaluated by two of the elements of the research group.
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| ID | Term |
|---|---|
| D003704 | Dementia |
| ID | Term |
|---|---|
| D001927 | Brain Diseases |
| D002493 | Central Nervous System Diseases |
| D009422 | Nervous System Diseases |
| D019965 | Neurocognitive Disorders |
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| Baseline |
| Brain activity | Spectral density mean from the frequency of the three bands (theta, alpha, beta) | Baseline |
Handwriting speed will be obtained through the Handwriting Assessment Battery's (HAB) partial score. There is no maximum or minimum. The shorter the handwriting time, the better the handwriting speed. |
| Baseline |
| Visuomotor integration | 1. Visuomotor integration will be obtained through the total score of the test Beery Buktenica - 6 (VMI-6). There is no maximum or minimum score. The higher the raw score, the higher the percentile, which corresponds to better visuomotor integration. | Baseline |
| Ponte de Sôr |
| 7400 |
| Portugal |
| Costa Azul Residence | Sesimbra | 2970 | Portugal |
| 28891745 | Background | Palmis S, Danna J, Velay JL, Longcamp M. Motor control of handwriting in the developing brain: A review. Cogn Neuropsychol. 2017 May-Jun;34(3-4):187-204. doi: 10.1080/02643294.2017.1367654. Epub 2017 Sep 11. |
| 20050900 | Background | Morgado J, Rocha CS, Maruta C, Guerreiro M, Martins IP. Cut-off scores in MMSE: a moving target? Eur J Neurol. 2010 May;17(5):692-5. doi: 10.1111/j.1468-1331.2009.02907.x. Epub 2009 Dec 29. |
| 19168711 | Background | Harbourne RT, Stergiou N. Movement variability and the use of nonlinear tools: principles to guide physical therapist practice. Phys Ther. 2009 Mar;89(3):267-82. doi: 10.2522/ptj.20080130. Epub 2009 Jan 23. |
| 28290244 | Background | Garre-Olmo J, Faundez-Zanuy M, Lopez-de-Ipina K, Calvo-Perxas L, Turro-Garriga O. Kinematic and Pressure Features of Handwriting and Drawing: Preliminary Results Between Patients with Mild Cognitive Impairment, Alzheimer Disease and Healthy Controls. Curr Alzheimer Res. 2017;14(9):960-968. doi: 10.2174/1567205014666170309120708. |
| 23539771 | Background | Engel-Yeger B, Hus S, Rosenblum S. Age effects on sensory-processing abilities and their impact on handwriting. Can J Occup Ther. 2012 Dec;79(5):264-74. doi: 10.2182/CJOT.2012.79.5.2. |
| 8216956 | Background | Dixon RA, Kurzman D, Friesen IC. Handwriting performance in younger and older adults: age, familiarity, and practice effects. Psychol Aging. 1993 Sep;8(3):360-70. doi: 10.1037//0882-7974.8.3.360. |
| 42245916 | Derived | Galrinho J, Fernandes O, Silva AR, Goncalves-Montera MA, Matias AR. Handwriting speed and pen motor control in older adults with and without cognitive impairment. Front Hum Neurosci. 2026 May 20;20:1820193. doi: 10.3389/fnhum.2026.1820193. eCollection 2026. |
| Movesense | View source |
| D001523 | Mental Disorders |