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<article 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" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" article-type="research-article" dtd-version="1.2" xml:lang="en"><front><journal-meta><journal-id journal-id-type="publisher-id">Annals of the Russian academy of medical sciences</journal-id><journal-title-group><journal-title xml:lang="en">Annals of the Russian academy of medical sciences</journal-title><trans-title-group xml:lang="ru"><trans-title>Вестник Российской академии медицинских наук</trans-title></trans-title-group></journal-title-group><issn publication-format="print">0869-6047</issn><issn publication-format="electronic">2414-3545</issn><publisher><publisher-name xml:lang="en">"Paediatrician" Publishers LLC</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="publisher-id">14392</article-id><article-id pub-id-type="doi">10.15690/vramn14392</article-id><article-categories><subj-group subj-group-type="toc-heading" xml:lang="en"><subject>PEDIATRICS: CURRENT ISSUES</subject></subj-group><subj-group subj-group-type="toc-heading" xml:lang="ru"><subject>АКТУАЛЬНЫЕ ВОПРОСЫ ПЕДИАТРИИ</subject></subj-group><subj-group subj-group-type="article-type"><subject>Research Article</subject></subj-group></article-categories><title-group><article-title xml:lang="en">A Single-Stage Population-Based Study of the Relationship between Cognitive and Somatic Health Parameters in Children of Secondary School Age</article-title><trans-title-group xml:lang="ru"><trans-title>Одномоментное популяционное исследование связи параметров когнитивного и соматического здоровья у детей среднего школьного возраста</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-8540-3858</contrib-id><contrib-id contrib-id-type="spin">6248-0970</contrib-id><name-alternatives><name xml:lang="en"><surname>Karkashadze</surname><given-names>George A.</given-names></name><name xml:lang="ru"><surname>Каркашадзе</surname><given-names>Георгий Арчилович</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><bio xml:lang="en"><p>MD, PhD</p></bio><bio xml:lang="ru"><p>к.м.н.</p></bio><email>karkga@mail.ru</email><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-8936-3590</contrib-id><contrib-id contrib-id-type="spin">1272-7036</contrib-id><name-alternatives><name xml:lang="en"><surname>Kaitukova</surname><given-names>Elena V.</given-names></name><name xml:lang="ru"><surname>Кайтукова</surname><given-names>Елена Владимировна</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><bio xml:lang="en"><p>MD, PhD</p></bio><bio xml:lang="ru"><p>к.м.н.</p></bio><email>sunrise_ok@mail.ru</email><xref ref-type="aff" rid="aff1"/><xref ref-type="aff" rid="aff2"/></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-9790-7490</contrib-id><contrib-id contrib-id-type="spin">5723-4805</contrib-id><name-alternatives><name xml:lang="en"><surname>Gogberashvili</surname><given-names>Tinatin Y.</given-names></name><name xml:lang="ru"><surname>Гогберашвили</surname><given-names>Тинатин Юзовна</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><bio xml:lang="en"><p>PhD of Psychological Sciences</p></bio><bio xml:lang="ru"><p>к.психол.н.</p></bio><email>tinatina2004@mail.ru</email><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="spin">7971-2040</contrib-id><name-alternatives><name xml:lang="en"><surname>Konstantinidi</surname><given-names>Tatiana A.</given-names></name><name xml:lang="ru"><surname>Константиниди</surname><given-names>Татьяна Анатольевна</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><bio xml:lang="en"><p>MD, PhD</p></bio><bio xml:lang="ru"><p>к.м.н.</p></bio><email>tkonstantinidi@list.ru</email><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-8311-9506</contrib-id><contrib-id contrib-id-type="spin">2562-7725</contrib-id><name-alternatives><name xml:lang="en"><surname>Gordeeva</surname><given-names>Olga B.</given-names></name><name xml:lang="ru"><surname>Гордеева</surname><given-names>Ольга Борисовна</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><bio xml:lang="en"><p>MD, PhD</p></bio><bio xml:lang="ru"><p>к.м.н.</p></bio><email>obr@yandex.ru</email><xref ref-type="aff" rid="aff1"/><xref ref-type="aff" rid="aff2"/></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0009-0000-0293-1771</contrib-id><contrib-id contrib-id-type="spin">5540-7933</contrib-id><name-alternatives><name xml:lang="en"><surname>Gazalieva</surname><given-names>Aishat M.</given-names></name><name xml:lang="ru"><surname>Газалиева</surname><given-names>Айшат Микаиловна</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><bio xml:lang="en"><p>MD, PhD</p></bio><bio xml:lang="ru"><p>к.м.н.</p></bio><email>a.m.gazalieva@gmail.com</email><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-6150-0880</contrib-id><contrib-id contrib-id-type="spin">2954-9873</contrib-id><name-alternatives><name xml:lang="en"><surname>Soloshenko</surname><given-names>Margarita A.</given-names></name><name xml:lang="ru"><surname>Солошенко</surname><given-names>Маргарита Александровна</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><bio xml:lang="en"><p>MD, PhD</p></bio><bio xml:lang="ru"><p>к.м.н.</p></bio><email>margosoloshenko@mail.ru</email><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-6522-5310</contrib-id><contrib-id contrib-id-type="spin">9095-2169</contrib-id><name-alternatives><name xml:lang="en"><surname>Kondratova</surname><given-names>Svetlana E.</given-names></name><name xml:lang="ru"><surname>Кондратова</surname><given-names>Светлана Эдуардовна</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><email>svetlana26.03@mail.ru</email><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-5366-894X</contrib-id><contrib-id contrib-id-type="spin">6471-9838</contrib-id><name-alternatives><name xml:lang="en"><surname>Abashidze</surname><given-names>Eka A.</given-names></name><name xml:lang="ru"><surname>Абашидзе</surname><given-names>Эка Амирановна</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><bio xml:lang="en"><p>MD, PhD</p></bio><bio xml:lang="ru"><p>к.м.н.</p></bio><email>2803abashidze@mail.ru</email><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-7834-213X</contrib-id><contrib-id contrib-id-type="spin">9754-3642</contrib-id><name-alternatives><name xml:lang="en"><surname>Revunenkov</surname><given-names>Grigory V.</given-names></name><name xml:lang="ru"><surname>Ревуненков</surname><given-names>Григорий Валериевич</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><bio xml:lang="en"><p>MD, PhD</p></bio><bio xml:lang="ru"><p>к.м.н.</p></bio><email>rgv07@mail.ru</email><xref ref-type="aff" rid="aff1"/></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-6000-5418</contrib-id><contrib-id contrib-id-type="spin">2581-8021</contrib-id><name-alternatives><name xml:lang="en"><surname>Komarova</surname><given-names>Elena V.</given-names></name><name xml:lang="ru"><surname>Комарова</surname><given-names>Елена Владимировна</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><bio xml:lang="en"><p>MD, PhD</p></bio><bio xml:lang="ru"><p>д.м.н.</p></bio><email>dr.klv@rambler.ru</email><xref ref-type="aff" rid="aff1"/><xref ref-type="aff" rid="aff2"/></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-4669-9510</contrib-id><contrib-id contrib-id-type="spin">4865-4688</contrib-id><name-alternatives><name xml:lang="en"><surname>Ivardava</surname><given-names>Marika I.</given-names></name><name xml:lang="ru"><surname>Ивардава</surname><given-names>Марика Индикоевна</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><bio xml:lang="en"><p>MD, PhD</p></bio><bio xml:lang="ru"><p>к.м.н.</p></bio><email>makussa@mail.ru</email><xref ref-type="aff" rid="aff1"/><xref ref-type="aff" rid="aff2"/></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-4453-8430</contrib-id><contrib-id contrib-id-type="spin">4456-1297</contrib-id><name-alternatives><name xml:lang="en"><surname>Drapkina</surname><given-names>Oksana M.</given-names></name><name xml:lang="ru"><surname>Драпкина</surname><given-names>Оксана Михайловна</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><bio xml:lang="en"><p>MD, PhD, Professor, Academician of the RAS</p></bio><bio xml:lang="ru"><p>д.м.н., профессор, академик РАН</p></bio><email>ODrapkina@gnicpm.ru</email><xref ref-type="aff" rid="aff3"/></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-8984-9056</contrib-id><contrib-id contrib-id-type="spin">3115-0515</contrib-id><name-alternatives><name xml:lang="en"><surname>Shepel</surname><given-names>Ruslan N.</given-names></name><name xml:lang="ru"><surname>Шепель</surname><given-names>Руслан Николаевич</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><bio xml:lang="en"><p>MD, PhD</p></bio><bio xml:lang="ru"><p>к.м.н.</p></bio><email>r.n.shepel@mail.ru</email><xref ref-type="aff" rid="aff3"/></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-6032-6286</contrib-id><contrib-id contrib-id-type="spin">6906-6680</contrib-id><name-alternatives><name xml:lang="en"><surname>Mezhidov</surname><given-names>Kazbek S.</given-names></name><name xml:lang="ru"><surname>Межидов</surname><given-names>Казбек Султанович</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><bio xml:lang="en"><p>MD, PhD</p></bio><bio xml:lang="ru"><p>к.м.н.</p></bio><email>kmezhidov@mail.ru</email><xref ref-type="aff" rid="aff3"/></contrib><contrib contrib-type="author"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-2209-7531</contrib-id><contrib-id contrib-id-type="spin">1312-2147</contrib-id><name-alternatives><name xml:lang="en"><surname>Namazova-Baranova</surname><given-names>Leyla S.</given-names></name><name xml:lang="ru"><surname>Намазова-Баранова</surname><given-names>Лейла Сеймуровна</given-names></name></name-alternatives><address><country country="RU">Russian Federation</country></address><bio xml:lang="en"><p>MD, PhD, Professor, Academician of the RAS</p></bio><bio xml:lang="ru"><p>д.м.н., профессор, академик РАН</p></bio><email>leyla.s.namazova@gmail.com</email><xref ref-type="aff" rid="aff1"/><xref ref-type="aff" rid="aff2"/></contrib></contrib-group><aff-alternatives id="aff1"><aff><institution xml:lang="en">Research Institute of Pediatrics and Children’s Health in Petrovsky National Research Centre of Surgery</institution></aff><aff><institution xml:lang="ru">НИИ педиатрии и охраны здоровья детей НКЦ № 2 РНЦХ им. акад. Б.В. Петровского</institution></aff></aff-alternatives><aff-alternatives id="aff2"><aff><institution xml:lang="en">Pirogov Russian National Research Medical University (Pirogov Medical University)</institution></aff><aff><institution xml:lang="ru">Российский национальный исследовательский медицинский университет имени Н.И. Пирогова</institution></aff></aff-alternatives><aff-alternatives id="aff3"><aff><institution xml:lang="en">National Medical Research Center for Therapy and Preventive Medicine</institution></aff><aff><institution xml:lang="ru">Национальный медицинский исследовательский центр терапии и профилактической медицины</institution></aff></aff-alternatives><pub-date date-type="pub" iso-8601-date="2023-12-22" publication-format="electronic"><day>22</day><month>12</month><year>2023</year></pub-date><volume>78</volume><issue>5</issue><issue-title xml:lang="en"/><issue-title xml:lang="ru"/><fpage>408</fpage><lpage>430</lpage><history><date date-type="received" iso-8601-date="2023-06-27"><day>27</day><month>06</month><year>2023</year></date><date date-type="accepted" iso-8601-date="2023-09-21"><day>21</day><month>09</month><year>2023</year></date></history><permissions><copyright-statement xml:lang="en">Copyright ©; 2024, "Paediatrician" Publishers LLC</copyright-statement><copyright-statement xml:lang="ru">Copyright ©; 2024, Издательство "Педиатръ"</copyright-statement><copyright-year>2024</copyright-year><copyright-holder xml:lang="en">"Paediatrician" Publishers LLC</copyright-holder><copyright-holder xml:lang="ru">Издательство "Педиатръ"</copyright-holder><ali:free_to_read xmlns:ali="http://www.niso.org/schemas/ali/1.0/" start_date="2025-01-22"/><license><ali:license_ref xmlns:ali="http://www.niso.org/schemas/ali/1.0/">https://vestnikramn.spr-journal.ru/jour/about/submissions</ali:license_ref></license></permissions><self-uri xlink:href="https://vestnikramn.spr-journal.ru/jour/article/view/14392">https://vestnikramn.spr-journal.ru/jour/article/view/14392</self-uri><abstract xml:lang="en"><p><bold>Background.</bold> One of the four important components of the formation of cognitive functions is somatic health. But to date, there are no population studies that consider the relationship with cognitive functions and school performance of a large range of somatic factors, which allows us to compare the strength of their hypothetical contribution to cognitive functioning with each other. This study is the second part of a population-based study, the first part of which is presented in the previous publication "A Single-Stage Population-Based Study of the Prevalence of Mild Cognitive Impairment in Children of Secondary School Age". <bold>Aims</bold> — to determine the main patterns in the relationship between cognitive-academic and somatic factors in a cohort of Russian children, 5th grade students at school. <bold>Methods. </bold>In Russian schoolchildren of the 5th grades of municipalities representing cities of all federal districts of the Russian Federation, the links with integrative cognitive success, the number of subtests performed at the level of mild cognitive impairment, the results of individual cognitive subtests, academic performance and the leading hand factor were analyzed — the following somatic factors: the presence of skin pathology, bronchial asthma, orthopedic, ophthalmological disorders, visual acuity, body mass index, parameters of the study of the function of external respiration, electrocardiography, ultrasound examination of the thyroid gland, laboratory blood tests. <bold>Results.</bold> The results of the survey of 1036 participants, 51% of them girls, were admitted to the analysis. It has been established that iron content is directly related to integrative cognitive success and school performance, the relationship is especially strong between subgroups of iron content above and below 26.4 mmol/l. Clinical levels of erythrocytes are more strongly associated with integrative cognitive success and individual cognitive functions than other factors: in erythropenia cognitive parameters are worse. The presence of thyroid cysts directly correlates with some of the worst parameters of cognitive activity. High body mass index and low hemoglobin are associated with poorer academic performance. <bold>Conclusions.</bold> The results of the study for the first time on a cohort of Russian schoolchildren showed a connection with cognitive activity and school performance of a number of somatic factors, including iron content, which requires further in-depth study.</p></abstract><trans-abstract xml:lang="ru"><p><bold>Обоснование.</bold> Одной из четырех важных составляющих формирования когнитивных функций является соматическое здоровье. Однако в настоящее время отсутствуют популяционные исследования связей когнитивных функций, школьной успеваемости с большим спектром соматических факторов, позволяющие сравнить силу их гипотетического вклада в когнитивное функционирование между собой. Данное исследование является вторым этапом популяционного исследования, результаты первого представлены в предыдущей публикации «Одномоментное популяционное исследование распространенности легких когнитивных нарушений у детей среднего школьного возраста». <bold>Цель исследования</bold> — определить основные закономерности в связях между когнитивно-академическими и соматическими факторами в когорте российских детей — учащихся 5-х классов. <bold>Методы.</bold> У российских школьников 5-х классов муниципальных образований, представлявших города всех федеральных округов Российской Федерации, проанализированы связи с интегративной когнитивной успешностью, количеством субтестов, выполненных на уровне легких когнитивных нарушений, результатами выполнения отдельных когнитивных субтестов, академической успеваемостью и фактором ведущей руки следующих соматических факторов: наличие патологии кожи, бронхиальной астмы, ортопедических, офтальмологических нарушений, острота зрения, индекс массы тела (ИМТ), нарушения функции внешнего дыхания (ФВД), электрокардиография (ЭКГ), ультразвуковое исследование щитовидной железы, лабораторные анализы крови. <bold>Результаты.</bold> В анализ включены результаты обследования 1036 участников, из них 51% девочек. Установлено, что содержание железа напрямую связано с интегративной когнитивной успешностью и школьной успеваемостью, особенно сильно связь проявляется между подгруппами участников, выделенных по уровню содержания железа выше и ниже 26,45 мкмоль/л. Клинические уровни эритроцитов сильнее других факторов связаны с интегративной когнитивной успешностью и отдельными когнитивными функциями: при эритропениях когнитивные параметры хуже. Наличие кист щитовидной железы прямо коррелирует с некоторыми худшими параметрами когнитивной деятельности. Высокий ИМТ и низкое содержание гемоглобина связаны с худшей успеваемостью. <bold>Заключение.</bold> Результаты исследования на когорте российских школьников показали связь с когнитивной деятельностью и школьной успеваемостью ряда соматических факторов, включая содержание железа, что требует дальнейшего углубленного изучения.</p></trans-abstract><kwd-group xml:lang="en"><kwd>cognitive function</kwd><kwd>mild cognitive impairment</kwd><kwd>children</kwd><kwd>iron</kwd><kwd>erythropenia</kwd><kwd>thyroid cyst</kwd><kwd>hemoglobin</kwd><kwd>erythrocyte width distribution</kwd><kwd>body mass index</kwd><kwd>myopia</kwd><kwd>left-handedness</kwd></kwd-group><kwd-group xml:lang="ru"><kwd>когнитивные функции</kwd><kwd>легкие когнитивные нарушения</kwd><kwd>дети</kwd><kwd>сывороточное железо</kwd><kwd>эритропения</kwd><kwd>киста щитовидной железы</kwd><kwd>гемоглобин</kwd><kwd>распределение ширины эритроцитов</kwd><kwd>индекс массы тела</kwd><kwd>миопия</kwd><kwd>левшество</kwd></kwd-group><funding-group/></article-meta></front><body></body><back><ref-list><ref id="B1"><label>1.</label><mixed-citation>Каркашадзе Г.А., Маслова О.И., Намазова-Баранова Л.С. 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