<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3.dtd">
<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">r-n-j</journal-id><journal-title-group><journal-title xml:lang="ru">Российский неврологический журнал</journal-title><trans-title-group xml:lang="en"><trans-title>Russian neurological journal</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2658-7947</issn><issn pub-type="epub">2686-7192</issn><publisher><publisher-name>МИА</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.30629/2658-7947-2021-26-6-16-28</article-id><article-id custom-type="elpub" pub-id-type="custom">r-n-j-240</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>ИССЛЕДОВАНИЯ И КЛИНИЧЕСКИЕ НАБЛЮДЕНИЯ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>CLINICAL RESEARCHES AND CASE REPORTS</subject></subj-group></article-categories><title-group><article-title>Маркеры болезни Альцгеймера в почерке</article-title><trans-title-group xml:lang="en"><trans-title>Markers of Alzheimer’s disease in handwriting</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-4137-0660</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Чернов</surname><given-names>Ю. Г.</given-names></name><name name-style="western" xml:lang="en"><surname>Chernov</surname><given-names>Y. G.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Цюрих</p></bio><bio xml:lang="en"><p>Zurich</p></bio><email xlink:type="simple">yc@ihs-sgg.ch</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-6041-2715</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Жолдасова</surname><given-names>Ж. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Zholdasova</surname><given-names>Zh. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Алматы</p><p> </p></bio><bio xml:lang="en"><p>Almaty</p></bio><email xlink:type="simple">zhibek_zholdas@mail.ru</email><xref ref-type="aff" rid="aff-2"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Институт научного исследования почерка</institution><country>Швейцария</country></aff><aff xml:lang="en"><institution>IHS Institute for Handwriting Sciences</institution><country>Switzerland</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru"><institution>ТОО «Universal Brain Center»</institution><country>Казахстан</country></aff><aff xml:lang="en"><institution>LLP “Universal Brain Center”</institution><country>Kazakhstan</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2021</year></pub-date><pub-date pub-type="epub"><day>06</day><month>01</month><year>2022</year></pub-date><volume>26</volume><issue>6</issue><fpage>16</fpage><lpage>28</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Чернов Ю.Г., Жолдасова Ж.А., 2022</copyright-statement><copyright-year>2022</copyright-year><copyright-holder xml:lang="ru">Чернов Ю.Г., Жолдасова Ж.А.</copyright-holder><copyright-holder xml:lang="en">Chernov Y.G., Zholdasova Z.A.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://www.r-n-j.com/jour/article/view/240">https://www.r-n-j.com/jour/article/view/240</self-uri><abstract><sec><title>Цель исследования</title><p>Цель исследования. Болезнь Альцгеймера является самой распространенной формой деменции. Одним из потенциальных инструментов ранней индикации начинающегося заболевания является анализ почерка. Он может стать предупреждающим сигналом к серьезному врачебному исследованию. Динамика изменений почерка хорошо отражает также прогресс заболевания и эффективность терапии. </p></sec><sec><title>Материалы и методы</title><p>Материалы и методы. Авторами разработаны два соответствующих теста. Первый (AD-HS) позволяет оценить почерковые маркеры когнитивного расстройства и болезни Альцгеймера по имеющемуся образцу почерка. Второй (AD-HC) предназначен для оценки динамики при сравнении двух рукописных документов, написанных в разное время. </p></sec><sec><title>Результаты</title><p>Результаты. Пилотное исследование включает 16 пациентов, у которых в результате медицинского обследования было установлено заболевание на разных стадиях. Все они предоставили старые образцы своего почерка, датируемые 10–20 годами назад, и новые, специально написанные в рамках эксперимента. Оценка 36 характеристик почерка показала, что оба теста позволяют эффективно идентифицировать болезнь Альцгеймера и ее стадию. Корреляция между анализом почерка и результатом медицинского тестирования составила 0,62. </p></sec><sec><title>Заключение</title><p>Заключение. Дальнейшее усовершенствование предложенных тестов и расширение исследовательской базы позволят включать почерковедческие упражнения в поддерживающую терапию, замедляющую развитие заболевания.</p></sec></abstract><trans-abstract xml:lang="en"><sec><title>The aim of the research</title><p>The aim of the research. Alzheimer’s disease is the most common form of dementia. One of the potential tools for early detection of the onset of the disease is the handwriting analysis. It can be a warning signal for a serious medical investigation. The dynamics of handwriting changes are also a good indicator of the progression of the disease and the eff ectiveness of therapy. </p></sec><sec><title>Methods</title><p>Methods. The authors have developed two corresponding tests. The fi rst (AD-HS) allows the assessment of handwriting markers of cognitive impairment and Alzheimer’s disease from an available handwriting sample. The second (ADHC) is designed to assess dynamics by comparing two handwritten documents written at diff erent times. </p></sec><sec><title>Results</title><p>Results. The pilot study includes 16 patients who were found to be at diff erent stages of the disease by medical examination. They all provided old handwriting samples dated 10–20 years ago and new handwriting samples specifi cally written as part of the experiment. Evaluation of 36 handwriting characteristics showed that both tests were eff ective in identifying Alzheimer’s disease and its stage. The correlation between the handwriting analysis and the medical test result was 0.62. </p></sec><sec><title>Conclusion</title><p>Conclusion. Further refi nement of the proposed tests and expansion of the research base will enable handwriting exercises to be incorporated into supportive therapy to slow the progression of the disease.</p></sec></trans-abstract><kwd-group xml:lang="ru"><kwd>болезнь Альцгеймера</kwd><kwd>когнитивное расстройство</kwd><kwd>тонкая моторика</kwd><kwd>письмо от руки</kwd><kwd>анализ почерка</kwd><kwd>признак почерка</kwd></kwd-group><kwd-group xml:lang="en"><kwd>Alzheimer’s disease</kwd><kwd>cognitive impairment</kwd><kwd>fi ne motoric</kwd><kwd>handwriting</kwd><kwd>handwriting analysis</kwd><kwd>handwriting sign</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Shah Y., Tangalos E.G., Petersen R.C. Mild cognitive impairment. When is it a precursor to Alzheimer’s disease? Geriatrics. 2000;55:65–68.</mixed-citation><mixed-citation xml:lang="en">Shah Y., Tangalos E.G., Petersen R.C. Mild cognitive impairment. When is it a precursor to Alzheimer’s disease? Geriatrics. 2000;55:65–68.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Renteria M.A., Vonk J., Felix G., Avila J.A., Zahodne L.B., Dalchand E., Frazer K.M., Martinez M.N., Shouel H.L., Manly J.J. Neurology. 2019;93(24):e2247–e2256. https://doi.org/10.1212/ WNL.0000000000008587</mixed-citation><mixed-citation xml:lang="en">Renteria M.A., Vonk J., Felix G., Avila J.A., Zahodne L.B., Dalchand E., Frazer K.M., Martinez M.N., Shouel H.L., Manly J.J. Neurology. 2019;93(24):e2247–e2256. https://doi.org/10.1212/ WNL.0000000000008587</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Werner P., Rosenblum S., Bar-On G., Heinik J., Korczyn A. Handwriting Process Variables Discriminating Mild Alzheimer’s Disease and Mild Cognitive Impairment. Journals of Gerontology: Series B Psychological Sciences and Social Sciences. 2006;61(4):228–236. https://doi.or;g/10.1093/geronb/61.4.p228</mixed-citation><mixed-citation xml:lang="en">Werner P., Rosenblum S., Bar-On G., Heinik J., Korczyn A. Handwriting Process Variables Discriminating Mild Alzheimer’s Disease and Mild Cognitive Impairment. Journals of Gerontology: Series B Psychological Sciences and Social Sciences. 2006;61(4):228–236. https://doi.or;g/10.1093/geronb/61.4.p228</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Чернов Ю.Г. Применение анализа почерка в медицине. Медицинская психология в России. 2020;12(6):65. http://www. mprj.ru/archiv_global/2020_6_65/nomer04.php</mixed-citation><mixed-citation xml:lang="en">Chernov Y.G., Application of handwriting analysis in medicine. Medicinskaja psichologija v Rossii. 2020;12(6):65. (in Russ.) http://www. mprj.ru/archiv_global/2020_6_65/nomer04.php</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Allen M. Foundations of Forensic Document Analysis. Theory and Practice. Chichester: Wiley-Blackwell. 2016. ISBN 978-1- 118-72993-9</mixed-citation><mixed-citation xml:lang="en">Allen M. Foundations of Forensic Document Analysis. Theory and Practice. Chichester: Wiley-Blackwell. 2016. ISBN 978-1- 118-72993-9</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Zesiger P., Mounoud P., Hauert C.-A. Eff ects of lexicality and trigram frequency on handwriting production in children and adults. Acta psychologica. 1993;82(1–3):353–365.</mixed-citation><mixed-citation xml:lang="en">Zesiger P., Mounoud P., Hauert C.-A. Eff ects of lexicality and trigram frequency on handwriting production in children and adults. Acta psychologica. 1993;82(1–3):353–365.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Croislie B. Agraphia in Alzheimer’s disease. Dementia and Geriatric Cognitive Disorders. 1999;10:226–230.</mixed-citation><mixed-citation xml:lang="en">Croislie B. Agraphia in Alzheimer’s disease. Dementia and Geriatric Cognitive Disorders. 1999;10:226–230.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Horner J., Heyman A., Dawson D., Rogers H. The Relationship of Agraphia to the Severity of Dementia in Alzheimer’s Disease. Archives of Neurology. 1988;45:760–763. https://doi. org/10.1001/archneur.1988.00520310066019</mixed-citation><mixed-citation xml:lang="en">Horner J., Heyman A., Dawson D., Rogers H. The Relationship of Agraphia to the Severity of Dementia in Alzheimer’s Disease. Archives of Neurology. 1988;45:760–763. https://doi. org/10.1001/archneur.1988.00520310066019</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">LaBarge E., Smith D.S., Dick L., Storandt M. Agraphia in dementia of the Alzheimer type. Archives of Neurology. 1992;49(11):1151–1156. https://doi.org/10.1001/archneur.1992.00530350065021</mixed-citation><mixed-citation xml:lang="en">LaBarge E., Smith D.S., Dick L., Storandt M. Agraphia in dementia of the Alzheimer type. Archives of Neurology. 1992;49(11):1151–1156. https://doi.org/10.1001/archneur.1992.00530350065021</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Kemper S., LaBarge E., Ferraro F.R., Cheung H., Cheung H., Storandt M. On the preservation of syntax in Alzheimer’s disease: Evidence from written sentences. Archives of Neurology. 1993;50:81–86. https://doi.org/10.1001/archneur.1993.00540010075021</mixed-citation><mixed-citation xml:lang="en">Kemper S., LaBarge E., Ferraro F.R., Cheung H., Cheung H., Storandt M. On the preservation of syntax in Alzheimer’s disease: Evidence from written sentences. Archives of Neurology. 1993;50:81–86. https://doi.org/10.1001/archneur.1993.00540010075021</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Hughes J.C., Graham N., Patterson K., Hodges J.R. Dysgraphia in mild dementia of Alzheimer’s type. Neuropsychologia. 1997;35:533–545. https://doi.org/10.1016/ s0028-3932 (96)00102-9</mixed-citation><mixed-citation xml:lang="en">Hughes J.C., Graham N., Patterson K., Hodges J.R. Dysgraphia in mild dementia of Alzheimer’s type. Neuropsychologia. 1997;35:533–545. https://doi.org/10.1016/ s0028-3932 (96)00102-9</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Nakamura H., Nakanishi M., Hamanaka T., Nakaaki S., Yoshida S. Semantic priming in patients with Alzheimer and semantic dementia. Cortex. 2000;36:151–162. https://doi.org/10.1016/ S0010-9452 (08)70521-5</mixed-citation><mixed-citation xml:lang="en">Nakamura H., Nakanishi M., Hamanaka T., Nakaaki S., Yoshida S. Semantic priming in patients with Alzheimer and semantic dementia. Cortex. 2000;36:151–162. https://doi.org/10.1016/ S0010-9452 (08)70521-5</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Neils-Strunjas J., Shuren J., Roeltgen D., Brown C. Perseverative Writing Errors in a Patient with Alzheimer’s Disease. Brain and Language. 1998;63(3):303–320. https://doi.org/10.1006/ brln.1997.1935</mixed-citation><mixed-citation xml:lang="en">Neils-Strunjas J., Shuren J., Roeltgen D., Brown C. Perseverative Writing Errors in a Patient with Alzheimer’s Disease. Brain and Language. 1998;63(3):303–320. https://doi.org/10.1006/ brln.1997.1935</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Graham N. Dysgraphia in dementia. Neurocase. 2000;6:365– 376. https://doi.org/10.1080/13554790008402708</mixed-citation><mixed-citation xml:lang="en">Graham N. Dysgraphia in dementia. Neurocase. 2000;6:365– 376. https://doi.org/10.1080/13554790008402708</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Eyigoz E., Mathur S., Santamaria M., Cecchi G., Naylor M. Linguistic markers predict onset of Alzheimer’s disease. EClinicalMedicine. 2020;October 22. https://doi.org/10.1016/j. eclinm.2020.100583</mixed-citation><mixed-citation xml:lang="en">Eyigoz E., Mathur S., Santamaria M., Cecchi G., Naylor M. Linguistic markers predict onset of Alzheimer’s disease. EClinicalMedicine. 2020;October 22. https://doi.org/10.1016/j. eclinm.2020.100583</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Orimaye S.O., Wong, Golden K.J., Wong C.P., Soyiri I.N. Predicting probable Alzheimer’s disease using linguistic defi cits and biomarkers. BMC Bioinformatics. 2017;18(34). https://doi. org/10.1186/s12859-016-1456-0</mixed-citation><mixed-citation xml:lang="en">Orimaye S.O., Wong, Golden K.J., Wong C.P., Soyiri I.N. Predicting probable Alzheimer’s disease using linguistic defi cits and biomarkers. BMC Bioinformatics. 2017;18(34). https://doi. org/10.1186/s12859-016-1456-0</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Schröter A., Mergl R., Bürger K., Hampel H., Möller H.-J., Hegerl U. Kinematic Analysis of Handwriting Movements in Patients with Alzheimer’s Disease, Mild Cognitive Impairment, Depression and Healthy Subjects. Dementia and Geriatric Cognitive Disorder. 2003;15:132–142. https://doi.org/10.1159/000068484</mixed-citation><mixed-citation xml:lang="en">Schröter A., Mergl R., Bürger K., Hampel H., Möller H.-J., Hegerl U. Kinematic Analysis of Handwriting Movements in Patients with Alzheimer’s Disease, Mild Cognitive Impairment, Depression and Healthy Subjects. Dementia and Geriatric Cognitive Disorder. 2003;15:132–142. https://doi.org/10.1159/000068484</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Чернов Ю.Г. Компьютерные методы анализа почерка. Цюрих: IHS Books. 2021.</mixed-citation><mixed-citation xml:lang="en">Chernov Y.G. Kompjuternye metody analiza pocherka. Zurich: IHS Books. 2021. (In Russ.). ISBN 978-3-75316-409-0</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Чернов Ю.Г. Психологический анализ почерка: системный подход и компьютерная реализация в психологии, криминологии и судебной экспертиза. М.: Генезис. 2011.</mixed-citation><mixed-citation xml:lang="en">Chernov Y.G. Psychologicheskiy analiz pocherka: sistemnyj podchod i kompjuternaja relizacija v psychologii, kriminologii i sudebnoj ekspertize. M.: Genesis. 2021. (In Russ.). ISBN 978- 5-98563-259-0</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Енгалычев В.Ф., Чернов Ю.Г. Психологический анализ почерка. Методические рекомендации по формализованной оценке рукописного текста. М.: ФГБУ ГНЦ ФМБЦ им. А.И. Бурназяна. 2019.</mixed-citation><mixed-citation xml:lang="en">Engalychev V.F., Chernov Y.G. Psichologicheskij analiz ppocherka. Metodicheskie rekomendacii po formalizovannoj ocenke rukopisnogo dokumenta. M: FGBC GNC FMBC im. A. I. Butnazjana. 2019 (In Russ.). ISBN-978- 5-905926-71-6</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Fontana P., Dagnino F., Cocito L., Balestrino M. Handwriting as a gauge of cognitive status: A novel forensic tool for posthumous evaluation of testamentary capacity. Neurological Science. 2008;29:257–261. https://doi.org/10.1007/s10072-008-0977-3</mixed-citation><mixed-citation xml:lang="en">Fontana P., Dagnino F., Cocito L., Balestrino M. Handwriting as a gauge of cognitive status: A novel forensic tool for posthumous evaluation of testamentary capacity. Neurological Science. 2008;29:257–261. https://doi.org/10.1007/s10072-008-0977-3</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
