<?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">medlit</journal-id><journal-title-group><journal-title xml:lang="ru">Гигиена и санитария</journal-title><trans-title-group xml:lang="en"><trans-title>Hygiene and Sanitation</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">0016-9900</issn><issn pub-type="epub">2412-0650</issn><publisher><publisher-name>Federal Scientific Center of Hygiene named after F.F. Erisman</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.47470/0016-9900-2021-100-11-1328-1332</article-id><article-id custom-type="elpub" pub-id-type="custom">medlit-1856</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>МЕТОДЫ ГИГИЕНИЧЕСКИХ ИССЛЕДОВАНИЙ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>METHODS OF HYGIENIC AND EXPERIMENTAL INVESTIGATIONS</subject></subj-group></article-categories><title-group><article-title>Биомаркеры старения в исследовании профессионально обусловленных вредных воздействий (обзор литературы)</article-title><trans-title-group xml:lang="en"><trans-title>Biomarkers of ageing in the study of occupational harm impacts (literature review)</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-1962-2323</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Каримов</surname><given-names>Денис Дмитриевич</given-names></name><name name-style="western" xml:lang="en"><surname>Karimov</surname><given-names>Denis D.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Мл. науч. сотр. отд. токсикологии и генетики ФБУН «Уфимский НИИ медицины труда и экологии человека», 450106, Уфа.</p><p>e-mail: karriden@gmail.com</p></bio><bio xml:lang="en"><p>MD, senior researcher in the department of toxicology and genetics of Ufa Research Institute of Occupational Health and Human Ecology, Ufa, 450106, Russian Federation.</p><p>e-mail: karriden@gmail.com</p></bio><email xlink:type="simple">karriden@gmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-2092-1021</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Кудояров</surname><given-names>Э. Р.</given-names></name><name name-style="western" xml:lang="en"><surname>Kudoyarov</surname><given-names>Eldar R.</given-names></name></name-alternatives><email xlink:type="simple">noemail@neicon.ru</email><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-7456-4787</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Мухаммадиева</surname><given-names>Г. Ф.</given-names></name><name name-style="western" xml:lang="en"><surname>Mukhammadiyeva</surname><given-names>Guzel F.</given-names></name></name-alternatives><email xlink:type="simple">noemail@neicon.ru</email><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-1848-7959</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Зиатдинова</surname><given-names>М. М.</given-names></name><name name-style="western" xml:lang="en"><surname>Ziatdinova</surname><given-names>Munira M.</given-names></name></name-alternatives><email xlink:type="simple">noemail@neicon.ru</email><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-1856-3173</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Байгильдин</surname><given-names>С. С.</given-names></name><name name-style="western" xml:lang="en"><surname>Baigildin</surname><given-names>Samat S.</given-names></name></name-alternatives><email xlink:type="simple">noemail@neicon.ru</email><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-1236-8246</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Якупова</surname><given-names>Т. Г.</given-names></name><name name-style="western" xml:lang="en"><surname>Yakupova</surname><given-names>Tatiana G.</given-names></name></name-alternatives><email xlink:type="simple">noemail@neicon.ru</email><xref ref-type="aff" rid="aff-2"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>ФБУН «Уфимский научно-исследовательский институт медицины труда и экологии человека»; Институт биохимии и генетики - обособленное структурное подразделение ФГБНУ «Уфимский федеральный исследовательский центр Российской академии наук»</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Ufa Research Institute of Occupational Medicine and Human Ecology; Institute of Biochemistry and Genetics - Subdivision of the Ufa Federal Research Centre of the Russian Academy of Sciences</institution><country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru"><institution>ФБУН «Уфимский научно-исследовательский институт медицины труда и экологии человека»</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Ufa Research Institute of Occupational Medicine and Human Ecology</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2021</year></pub-date><pub-date pub-type="epub"><day>06</day><month>12</month><year>2021</year></pub-date><volume>100</volume><issue>11</issue><fpage>1328</fpage><lpage>1332</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Каримов Д.Д., Кудояров Э.Р., Мухаммадиева Г.Ф., Зиатдинова М.М., Байгильдин С.С., Якупова Т.Г., 2021</copyright-statement><copyright-year>2021</copyright-year><copyright-holder xml:lang="ru">Каримов Д.Д., Кудояров Э.Р., Мухаммадиева Г.Ф., Зиатдинова М.М., Байгильдин С.С., Якупова Т.Г.</copyright-holder><copyright-holder xml:lang="en">Karimov D.D., Kudoyarov E.R., Mukhammadiyeva G.F., Ziatdinova M.M., Baigildin S.S., Yakupova T.G.</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.rjhas.ru/jour/article/view/1856">https://www.rjhas.ru/jour/article/view/1856</self-uri><abstract><p>Старение — это индивидуальный, сложный биологический процесс, модулируемый внутренними и внешними факторами, характеризующийся прогрессирующей потерей биологической/физиологической целостности, что приводит к нарушению функций организма, увеличивает уязвимость к болезням и смерти. </p><p>Влияние рода деятельности на темп старения убедительно показано во многих исследованиях, что позволяет оценивать различия в темпе старения работников, подверженных влиянию различных профессионально обусловленных факторов, условий, характера и интенсивности труда в отдельных профессиональных и стажевых группах. Такой показатель, как биологический возраст (БВ), адекватно отражает состояние здоровья организма и может служить для предсказания эффективности трудовой деятельности человека. Как интегральный показатель, он может помочь в выявлении лиц, подверженных риску возрастных расстройств, служащих мерой относительной пригодности и прогнозирования инвалидности в дальнейшей жизни, и смертности, независимо от хронологического возраста. </p><p>В статье представлен обзор основных методов измерения скорости старения на основе биомаркеров, таких как функциональные («Киевская модель», WAI) и молекулярно-генетические биомаркеры (определение длины теломер, активности фермента β-галактозидазы) старения человека, применимые в медицине труда. В обзоре обсуждаются основные требования к составлению наборов биомаркеров, применимость и достоверность методик, затрагиваются математические подходы к вычислению биологического возраста, а также некоторые проблемы, возникающие при вычислении биологического возраста работников. Это позволяет предположить большой потенциал использования БВ для оценки влияния условий и характера труда на темпы старения работников с целью предупреждения нетрудоспособности и повышения качества жизни людей.</p><sec><title>Участие авторов</title><p>Участие авторов: Каримов Д.Д. — концепция и дизайн обзора, редактирование, утверждение окончательного варианта, ответственность за целостность всех частей статьи;Кудояров Э.Р., Мухаммадиева Г.Ф., Зиатдинова М.М., Байгильдин С.С., Якупова Т.Г. — сбор и обработка данных, написание текста.</p></sec><sec><title>Конфликт интересов</title><p>Конфликт интересов. Авторы декларируют отсутствие явных и потенциальных конфликтов интересов в связи с публикацией данной статьи.</p></sec><sec><title>Финансирование</title><p>Финансирование. Исследование не имело спонсорской поддержки.</p></sec><sec><title>Поступила</title><p>Поступила: 29.04.2021 / Принята к печати: 28.09.2021 / Опубликована: 30.11.2021</p></sec></abstract><trans-abstract xml:lang="en"><p>Aging is an individual, complex biological process, modulated by internal and external factors, characterized by a progressive loss of biological / physiological integrity, which leads to body dysfunction, increases vulnerability and death. </p><p>Influence of activity type on aging rate has been convincingly shown in many studies, which makes it possible assess differences in aging rate of workers, exposed various occupational factors, conditions, work nature and intensity in certain professional and seniority groups, adequately reflects health state and can predict effectiveness of human labor activity. As integral indicator, it can help identify individuals at risk of age-related disorders, serving as a measure of relative fitness and predicting later life disability and mortality, regardless of chronological age. </p><p>The article provides an overview of the main measuring ageing rate methods based on biomarkers, such as functional (“Kiev model”, WAI) and molecular genetic biomarkers (determination of telomere length, β-galactosidase enzyme activity) of human ageing, applicable in occupational medicine. The review discusses the main requirements for biomarker sets compilation, methods applicability and reliability, mathematical approaches to biological age calculating, and some workers biological age calculating problems. This allows assuming the great potential for using biological age to assess the impact of working conditions and work nature on workers’ ageing rate to prevent disability and improve quality of life.</p><sec><title>Contribution</title><p>Contribution: Karimov D.D. — concept of the study, editing, approval of the final version of the article, responsibility for the integrity of all parts of the article;Kudoyarov E.R., Mukhammadiyeva G.F., Ziatdinova M.M., Baigildin S.S., Yakupova T.G. — collection and processing of material, writing text. </p></sec><sec><title>Conflict of interest</title><p>Conflict of interest. The authors declare no conflict of interest.</p></sec><sec><title>Acknowledgement</title><p>Acknowledgement. The study had no sponsorship.</p></sec><sec><title>Received</title><p>Received: April 29, 2021 / Accepted: September 28, 2021 / Published: November 30, 2021</p></sec></trans-abstract><kwd-group xml:lang="ru"><kwd>гигиена труда</kwd><kwd>герогигиена</kwd><kwd>биомаркеры старения</kwd><kwd>обзор</kwd></kwd-group><kwd-group xml:lang="en"><kwd>occupational health</kwd><kwd>herohygiene</kwd><kwd>aging biomarkers</kwd><kwd>rewiew</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">López-Otín C., Blasco M.A., Partridge L., Serrano M., Kroemer G. The hallmarks of aging. Cell. 2013; 153(6): 1194-217. https://doi.org/10.1016/j.cell.2013.05.039</mixed-citation><mixed-citation xml:lang="en">López-Otín C., Blasco M.A., Partridge L., Serrano M., Kroemer G. The hallmarks of aging. Cell. 2013; 153(6): 1194–217. https://doi.org/10.1016/j.cell.2013.05.039</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Илющенко В.Г. Современные подходы к оценке биологического возраста человека. Валеология. 2003; (3): 11-9.</mixed-citation><mixed-citation xml:lang="en">Ilyushchenko V.G. Modern approaches to assessing personal biological age. Valeologiya. 2003; (3): 11–9. (in Russian)</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Башкирёва А.С., Хурцилава О.Г., Хавинсон В.Х., Мельцер А.В., Чернякина Т.С., Чернова Г.И. Сравнительный анализ профессионального риска ускоренного старения у работающих во вредных условиях. Профилактическая и клиническая медицина. 2013; (4): 20-8.</mixed-citation><mixed-citation xml:lang="en">Bashkireva A.S., Khurtsilava O.G., Khavinson V.Kh., Mel’tser A.V., Chernyakina T.S., Chernova G.I. The comparative analysis of professional accelerated ageing risk among those who work with occupational hazards. Profilakticheskaya i klinicheskaya meditsina. 2013; (4): 20–8. (in Russian)</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Domènech-Abella J., Perales J., Lara E., Moneta M.V., Izquierdo A., Rico-Uribe L.A., et al. Sociodemographic factors associated with changes in successful aging in Spain: a follow-up study. J. Aging. Health. 2018; 30(8): 1244-62. https://doi.org/10.1177/0898264317714327</mixed-citation><mixed-citation xml:lang="en">Domènech-Abella J., Perales J., Lara E., Moneta M.V., Izquierdo A., Rico-Uribe L.A., et al. Sociodemographic factors associated with changes in successful aging in Spain: a follow-up study. J. Aging. Health. 2018; 30(8): 1244–62. https://doi.org/10.1177/0898264317714327</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Башкирева А.С., Коновалов С.С. Профилактика ускоренного старения работающих во вредных производственных условиях. СПб.: Прайм-Еврознак; 2004</mixed-citation><mixed-citation xml:lang="en">Bashkireva A.S., Konovalov S.S. Prevention of Accelerated Aging of Workers in Hazardous Working Conditions [Profilaktika uskorennogo stareniya rabotayushchikh vo vrednykh proizvodstvennykh usloviyakh]. St. Petersburg: Praym-Evroznak; 2004. (in Russian)</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Karasik D., Demissie S., Cupples L.A., Kiel D.P. Disentangling the genetic determinants of human aging: biological age as an alternative to the use of survival measures. J. Gerontol. A. Biol. Sci. Med. Sci. 2005; 60(5): 574-87. https://doi.org/10.1093/gerona/60.5.574</mixed-citation><mixed-citation xml:lang="en">Karasik D., Demissie S., Cupples L.A., Kiel D.P. Disentangling the genetic determinants of human aging: biological age as an alternative to the use of survival measures. J. Gerontol. A. Biol. Sci. Med. Sci. 2005; 60(5): 574–87. https://doi.org/10.1093/gerona/60.5.574</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Nakamura E., Miyao K. A method for identifying biomarkers of aging and constructing an index of biological age in humans. J. Gerontol. A. Biol. Sci. Med. Sci. 2007; 62(10): 1096-105. https://doi.org/10.1093/gerona/62.10.1096</mixed-citation><mixed-citation xml:lang="en">Nakamura E., Miyao K. A method for identifying biomarkers of aging and constructing an index of biological age in humans. J. Gerontol. A. Biol. Sci. Med. Sci. 2007; 62(10): 1096–105. https://doi.org/10.1093/gerona/62.10.1096</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Levine M.E. Modeling the rate of senescence: can estimated biological age predict mortality more accurately than chronological age? J. Gerontol. A. Biol. Sci. Med. Sci. 2013; 68(6): 667-74. https://doi.org/10.1093/gerona/gls233</mixed-citation><mixed-citation xml:lang="en">Levine M.E. Modeling the rate of senescence: can estimated biological age predict mortality more accurately than chronological age? J. Gerontol. A. Biol. Sci. Med. Sci. 2013; 68(6): 667–74. https://doi.org/10.1093/gerona/gls233</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Bürkle A., Moreno-Villanueva M., Bernhard J., Blasco M., Zondag G., Hoeijmakers J.H., et al. MARK-AGE biomarkers of ageing. Mech. Ageing. Dev. 2015; 151: 2-12. https://doi.org/10.1016/j.mad.2015.03.006</mixed-citation><mixed-citation xml:lang="en">Bürkle A., Moreno-Villanueva M., Bernhard J., Blasco M., Zondag G., Hoeijmakers J.H., et al. MARK-AGE biomarkers of ageing. Mech. Ageing. Dev. 2015; 151: 2–12. https://doi.org/10.1016/j.mad.2015.03.006</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Sebastiani P., Thyagarajan B., Sun F., Schupf N., Newman A.B., Montano M., et al. Biomarker signatures of aging. Aging. Cell. 2017; 16(2): 329-38.</mixed-citation><mixed-citation xml:lang="en">Sebastiani P., Thyagarajan B., Sun F., Schupf N., Newman A.B., Montano M., et al. Biomarker signatures of aging. Aging. Cell. 2017; 16(2): 329–38.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">ylhävä J., Pedersen N.L., Hägg S. Biological age predictors. EBioMedicine. 2017; 21: 29-36. https://doi.org/10.1016/j.ebiom.2017.03.046</mixed-citation><mixed-citation xml:lang="en">ylhävä J., Pedersen N.L., Hägg S. Biological age predictors. EBioMedicine. 2017; 21: 29–36. https://doi.org/10.1016/j.ebiom.2017.03.046</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Bai X. Biomarkers of Aging. Aging and Aging-Related Diseases. Springer: Singapore; 2018: 217-34.</mixed-citation><mixed-citation xml:lang="en">Bai X. Biomarkers of Aging. Aging and Aging-Related Diseases. Springer: Singapore; 2018: 217–34.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Dodig S., Čepelak I., Pavić I. Hallmarks of senescence and aging. Biochem. Med. (Zagreb). 2019; 29(3): 030501. https://doi.org/10.11613/bm.2019.030501</mixed-citation><mixed-citation xml:lang="en">Dodig S., Čepelak I., Pavić I. Hallmarks of senescence and aging. Biochem. Med. (Zagreb). 2019; 29(3): 030501. https://doi.org/10.11613/bm.2019.030501</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Смирнова Т.М., Крутько В.Н., Донцов В.И., Подколзин А.А., Мегреладце А.Г., Борисов С.Е. и соавт. Проблемы определения биовозраста: сравнение эффективности методов линейной и нелинейной регрессии. Профилактика старения. 1999; 2: 4-11.</mixed-citation><mixed-citation xml:lang="en">Smirnova T.M., Krut’ko V.N., Dontsov V.I., Podkolzin A.A., Megreladtse A.G., Borisov S.E., et al. Problems of determining biological age: comparison of the effectiveness of methods of linear and nonlinear regression. Profilaktika stareniya. 1999; 2: 4–11. (in Russian)</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Кутакова Н.С., Шушкова Т.С., Юдина Т.В. Методология оценки темпов биологического старения в гигиенических исследованиях (обзор литературы). Вестник Российского государственного медицинского университета. 2013; (5-6).</mixed-citation><mixed-citation xml:lang="en">Kutakova N.S., Shushkova T.S., Yudina T.V. Assessment methodology of rates of biological aging in hygienic studies (review). Vestnik Rossiyskogo gosudarstvennogo meditsinskogo universiteta. 2013; (5-6). (in Russian)</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Tuomi K., Ilmarinen J., Eskelinen L., Järvinen E., Toikkanen J., Klockars M. Prevalence and incidence rates of diseases and work ability in different work categories of municipal occupations. Scand. J. Work. Environ. Health. 1991; 17(Suppl. 1): 67-74.</mixed-citation><mixed-citation xml:lang="en">Tuomi K., Ilmarinen J., Eskelinen L., Järvinen E., Toikkanen J., Klockars M. Prevalence and incidence rates of diseases and work ability in different work categories of municipal occupations. Scand. J. Work. Environ. Health. 1991; 17(Suppl. 1): 67–74.</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Salonen P., Arola H., Nygård C.H., Huhtala H., Koivisto A.M. Factors associated with premature departure from working life among ageing food industry employees. Occup. Med. (Lond). 2003; 53(1): 65-8. https://doi.org/10.1093/occmed/kqg012</mixed-citation><mixed-citation xml:lang="en">Salonen P., Arola H., Nygård C.H., Huhtala H., Koivisto A.M. Factors associated with premature departure from working life among ageing food industry employees. Occup. Med. (Lond). 2003; 53(1): 65–8. https://doi.org/10.1093/occmed/kqg012</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Sell L., Bültmann U., Rugulies R., Villadsen E., Faber A., Søgaard K. Predicting long-term sickness absence and early retirement pension from self-reported work ability. Int. Arch. Occup. Environ. Health. 2009; 82(9): 1133-8. https://doi.org/10.1007/s00420-009-0417-6</mixed-citation><mixed-citation xml:lang="en">Sell L., Bültmann U., Rugulies R., Villadsen E., Faber A., Søgaard K. Predicting long-term sickness absence and early retirement pension from self-reported work ability. Int. Arch. Occup. Environ. Health. 2009; 82(9): 1133–8. https://doi.org/10.1007/s00420-009-0417-6</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Burdorf A., Frings-Dresen M.H., van Duivenbooden C., Elders L.A. Development of a decision model to identify workers at risk of long-term disability in the construction industry. Scand. J. Work Environ. Health. 2005; 31(Suppl. 2): 31-6.</mixed-citation><mixed-citation xml:lang="en">Burdorf A., Frings-Dresen M.H., van Duivenbooden C., Elders L.A. Development of a decision model to identify workers at risk of long-term disability in the construction industry. Scand. J. Work Environ. Health. 2005; 31(Suppl. 2): 31–6.</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">von Bonsdorff M.B., Seitsamo J., Ilmarinen J., Nygård C.H., von Bonsdorff M.E., Rantanen T. Work ability in midlife as a predictor of mortality and disability in later life: a 28-year prospective follow-up study. CMAJ. 2011; 183(4): E235-42. https://doi.org/10.1503/cmaj.100713</mixed-citation><mixed-citation xml:lang="en">von Bonsdorff M.B., Seitsamo J., Ilmarinen J., Nygård C.H., von Bonsdorff M.E., Rantanen T. Work ability in midlife as a predictor of mortality and disability in later life: a 28-year prospective follow-up study. CMAJ. 2011; 183(4): E235–42. https://doi.org/10.1503/cmaj.100713</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Oakman J., Neupane S., Proper K.I., Kinsman N., Nygård C.H. Workplace interventions to improve work ability: A systematic review and meta-analysis of their effectiveness. Scand. J. Work Environ. Health. 2018; 44(2): 134-46. https://doi.org/10.5271/sjweh.3685</mixed-citation><mixed-citation xml:lang="en">Oakman J., Neupane S., Proper K.I., Kinsman N., Nygård C.H. Workplace interventions to improve work ability: A systematic review and meta-analysis of their effectiveness. Scand. J. Work Environ. Health. 2018; 44(2): 134–46. https://doi.org/10.5271/sjweh.3685</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Acosta J.C., Banito A., Wuestefeld T., Georgilis A., Janich P., Morton J.P., et al. A complex secretory program orchestrated by the inflammasome controls paracrine senescence. Nat. Cell Biol. 2013; 15(8): 978-90. https://doi.org/10.1038/ncb2784</mixed-citation><mixed-citation xml:lang="en">Acosta J.C., Banito A., Wuestefeld T., Georgilis A., Janich P., Morton J.P., et al. A complex secretory program orchestrated by the inflammasome controls paracrine senescence. Nat. Cell Biol. 2013; 15(8): 978–90. https://doi.org/10.1038/ncb2784</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Cristofalo V.J., Pignolo R.J. Molecular markers of senescence in fibroblast-like cultures. Exp. Gerontol. 1996; 31(1-2): 111-23. https://doi.org/10.1016/0531-5565(95)02018-7</mixed-citation><mixed-citation xml:lang="en">Cristofalo V.J., Pignolo R.J. Molecular markers of senescence in fibroblast-like cultures. Exp. Gerontol. 1996; 31(1-2): 111–23. https://doi.org/10.1016/0531-5565(95)02018-7</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Kuilman T., Peeper D.S. Senescence-messaging secretome: SMS-ing cellular stress. Nat. Rev. Cancer. 2009; 9(2): 81-94. https://doi.org/10.1038/nrc2560</mixed-citation><mixed-citation xml:lang="en">Kuilman T., Peeper D.S. Senescence-messaging secretome: SMS-ing cellular stress. Nat. Rev. Cancer. 2009; 9(2): 81–94. https://doi.org/10.1038/nrc2560</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Finkel T., Serrano M., Blasco M.A. The common biology of cancer and ageing. Nature. 2007; 448(7155): 767-74. https://doi.org/10.1038/nature05985</mixed-citation><mixed-citation xml:lang="en">Finkel T., Serrano M., Blasco M.A. The common biology of cancer and ageing. Nature. 2007; 448(7155): 767–74. https://doi.org/10.1038/nature05985</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Freund A., Orjalo A.V., Desprez P.Y., Campisi J. Inflammatory networks during cellular senescence: causes and consequences. Trends Mol. Med. 2010; 16(5): 238-46. https://doi.org/10.1016/j.molmed.2010.03.003</mixed-citation><mixed-citation xml:lang="en">Freund A., Orjalo A.V., Desprez P.Y., Campisi J. Inflammatory networks during cellular senescence: causes and consequences. Trends Mol. Med. 2010; 16(5): 238–46. https://doi.org/10.1016/j.molmed.2010.03.003</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Franceschi C., Campisi J. Chronic inflammation (inflammaging) and its potential contribution to age-associated diseases. J. Gerontol. A. Biol. Sci. Med. Sci. 2014; 69(Suppl. 1): S4-9. https://doi.org/10.1093/gerona/glu057</mixed-citation><mixed-citation xml:lang="en">Franceschi C., Campisi J. Chronic inflammation (inflammaging) and its potential contribution to age-associated diseases. J. Gerontol. A. Biol. Sci. Med. Sci. 2014; 69(Suppl. 1): S4–9. https://doi.org/10.1093/gerona/glu057</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Hayflick L., Moorhead P.S. The serial cultivation of human diploid cell strains. Exp. Cell Res. 1961; 25: 585-621. https://doi.org/10.1016/0014-4827(61)90192-6</mixed-citation><mixed-citation xml:lang="en">Hayflick L., Moorhead P.S. The serial cultivation of human diploid cell strains. Exp. Cell Res. 1961; 25: 585–621. https://doi.org/10.1016/0014-4827(61)90192-6</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Оловников А.М. Принцип маргинотомии в матричном синтезе полинуклеотидов. Доклады Академии наук СССР. 1971; 201(6): 1496-99</mixed-citation><mixed-citation xml:lang="en">Olovnikov A.M. The principle of marginotomy in the template synthesis of polynucleotides. Doklady Akademii nauk SSSR. 1971; 201(6): 1496–99. (in Russian)</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Greider C.W., Blackburn E.H. Identification of a specific telomere terminal transferase activity in Tetrahymena extracts. Cell. 1985; 43(2 Pt. 1): 405-13. https://doi.org/10.1016/0092-8674(85)90170-9</mixed-citation><mixed-citation xml:lang="en">Greider C.W., Blackburn E.H. Identification of a specific telomere terminal transferase activity in Tetrahymena extracts. Cell. 1985; 43(2 Pt. 1): 405–13. https://doi.org/10.1016/0092-8674(85)90170-9</mixed-citation></citation-alternatives></ref><ref id="cit31"><label>31</label><citation-alternatives><mixed-citation xml:lang="ru">Aubert G., Lansdorp P.M. Telomeres and aging. Physiol. Rev. 2008; 88(2): 557-79. https://doi.org/10.1152/physrev.00026.2007</mixed-citation><mixed-citation xml:lang="en">Aubert G., Lansdorp P.M. Telomeres and aging. Physiol. Rev. 2008; 88(2): 557–79. https://doi.org/10.1152/physrev.00026.2007</mixed-citation></citation-alternatives></ref><ref id="cit32"><label>32</label><citation-alternatives><mixed-citation xml:lang="ru">Михельсон В.М., Гамалей И.А. Укорочение теломер - основной механизм естественного и лучевого старения. Радиационная биология. Радиоэкология. 2010; 50(3): 269-75.</mixed-citation><mixed-citation xml:lang="en">Mikhelson V.M., Gamaley I.A. Telomere shortening is main mechanism of natural and radiation aging. Radiatsionnaya biologiya. Radioekologiya. 2010; 50(3): 269–75. (in Russian)</mixed-citation></citation-alternatives></ref><ref id="cit33"><label>33</label><citation-alternatives><mixed-citation xml:lang="ru">Михельсон В.М., Гамалей И.А. Теломерный механизм старения. Saarbrucken: Palmarium Academic Publishing; 2013.</mixed-citation><mixed-citation xml:lang="en">Mikhelson V.M., Gamaley I.A. Telomeric Mechanism of Aging [Telomernyy mekhanizm stareniya]. Saarbrucken: Palmarium Academic Publishing; 2013. (in Russian)</mixed-citation></citation-alternatives></ref><ref id="cit34"><label>34</label><citation-alternatives><mixed-citation xml:lang="ru">Mather K.A., Jorm A.F., Parslow R.A., Christensen H. Is telomere length a biomarker of aging? A review. J. Gerontol. A. Biol. Sci. Med. Sci. 2011; 66(2): 202-13. https://doi.org/10.1093/gerona/glq180</mixed-citation><mixed-citation xml:lang="en">Mather K.A., Jorm A.F., Parslow R.A., Christensen H. Is telomere length a biomarker of aging? A review. J. Gerontol. A. Biol. Sci. Med. Sci. 2011; 66(2): 202–13. https://doi.org/10.1093/gerona/glq180</mixed-citation></citation-alternatives></ref><ref id="cit35"><label>35</label><citation-alternatives><mixed-citation xml:lang="ru">Смирнова Т.Ю. Рунов А.Л., Вонский М.С., Спивак Д.Л., Захарчук А.Г., Михельсон В.М. и соавт. Длина теломер в группе долгожителей северо-западного региона России. Цитология. 2012; 54(5): 439-45</mixed-citation><mixed-citation xml:lang="en">Smirnova T.Yu. Runov A.L., Vonskiy M.S., Spivak D.L., Zakharchuk A.G., Mikhelson V.M., et al. Telomere length in a population of long-lived people of the northwestern region of Russia. Tsitologiya. 2012; 6(5–6): 465–71. https://doi.org/10.1134/S1990519X12050112 (in Russian)</mixed-citation></citation-alternatives></ref><ref id="cit36"><label>36</label><citation-alternatives><mixed-citation xml:lang="ru">Blasco M.A. Telomere length, stem cells and aging. Nat. Chem. Biol. 2007; 3(10): 640-9. https://doi.org/10.1038/nchembio.2007.38</mixed-citation><mixed-citation xml:lang="en">Blasco M.A. Telomere length, stem cells and aging. Nat. Chem. Biol. 2007; 3(10): 640–9. https://doi.org/10.1038/nchembio.2007.38</mixed-citation></citation-alternatives></ref><ref id="cit37"><label>37</label><citation-alternatives><mixed-citation xml:lang="ru">Tomás-Loba A., Bernardes de Jesus B., Mato J.M., Blasco M.A. A metabolic signature predicts biological age in mice. Aging. Cell. 2013; 12(1): 93-101. https://doi.org/10.1111/acel.12025</mixed-citation><mixed-citation xml:lang="en">Tomás-Loba A., Bernardes de Jesus B., Mato J.M., Blasco M.A. A metabolic signature predicts biological age in mice. Aging. Cell. 2013; 12(1): 93–101. https://doi.org/10.1111/acel.12025</mixed-citation></citation-alternatives></ref><ref id="cit38"><label>38</label><citation-alternatives><mixed-citation xml:lang="ru">Boccardi V., Cari L., Nocentini G., Riccardi C., Cecchetti R., Ruggiero C., et al. Telomeres increasingly develop aberrant structures in aging humans. J. Gerontol. A. Biol. Sci. Med. Sci. 2020; 75(2): 230-5. https://doi.org/10.1093/gerona/gly257</mixed-citation><mixed-citation xml:lang="en">Boccardi V., Cari L., Nocentini G., Riccardi C., Cecchetti R., Ruggiero C., et al. Telomeres increasingly develop aberrant structures in aging humans. J. Gerontol. A. Biol. Sci. Med. Sci. 2020; 75(2): 230–5. https://doi.org/10.1093/gerona/gly257</mixed-citation></citation-alternatives></ref><ref id="cit39"><label>39</label><citation-alternatives><mixed-citation xml:lang="ru">Harries L.W., Hernandez D., Henley W., Wood A.R., Holly A.C., Bradley-Smith R.M., et al. Human aging is characterized by focused changes in gene expression and deregulation of alternative splicing. Aging Cell. 2011; 10(5): 868-78. https://doi.org/10.1111/j.1474-9726.2011.00726.x</mixed-citation><mixed-citation xml:lang="en">Harries L.W., Hernandez D., Henley W., Wood A.R., Holly A.C., Bradley-Smith R.M., et al. Human aging is characterized by focused changes in gene expression and deregulation of alternative splicing. Aging Cell. 2011; 10(5): 868–78. https://doi.org/10.1111/j.1474-9726.2011.00726.x</mixed-citation></citation-alternatives></ref><ref id="cit40"><label>40</label><citation-alternatives><mixed-citation xml:lang="ru">Peters M.J., Joehanes R., Pilling L.C., Schurmann C., Conneely K.N., Powell J., et al. The transcriptional landscape of age in human peripheral blood. Nat. Commun. 2015; 6: 8570. https://doi.org/10.1038/ncomms9570</mixed-citation><mixed-citation xml:lang="en">Peters M.J., Joehanes R., Pilling L.C., Schurmann C., Conneely K.N., Powell J., et al. The transcriptional landscape of age in human peripheral blood. Nat. Commun. 2015; 6: 8570. https://doi.org/10.1038/ncomms9570</mixed-citation></citation-alternatives></ref><ref id="cit41"><label>41</label><citation-alternatives><mixed-citation xml:lang="ru">Ressler S., Bartkova J., Niederegger H., Bartek J., Scharffetter-Kochanek K., Jansen-Dürr P., et al. p16INK4A is a robust in vivo biomarker of cellular aging in human skin. Aging. Cell. 2006; 5(5): 379-89. https://doi.org/10.1111/j.1474-9726.2006.00231.x</mixed-citation><mixed-citation xml:lang="en">Ressler S., Bartkova J., Niederegger H., Bartek J., Scharffetter-Kochanek K., Jansen-Dürr P., et al. p16INK4A is a robust in vivo biomarker of cellular aging in human skin. Aging. Cell. 2006; 5(5): 379–89. https://doi.org/10.1111/j.1474-9726.2006.00231.x</mixed-citation></citation-alternatives></ref><ref id="cit42"><label>42</label><citation-alternatives><mixed-citation xml:lang="ru">Holly A.C., Melzer D., Pilling L.C., Henley W., Hernandez D.G., Singleton A.B., et al. Towards a gene expression biomarker set for human biological age. Aging. Cell. 2013; 12(2): 324-6. https://doi.org/10.1111/acel.12044</mixed-citation><mixed-citation xml:lang="en">Holly A.C., Melzer D., Pilling L.C., Henley W., Hernandez D.G., Singleton A.B., et al. Towards a gene expression biomarker set for human biological age. Aging. Cell. 2013; 12(2): 324–6. https://doi.org/10.1111/acel.12044</mixed-citation></citation-alternatives></ref><ref id="cit43"><label>43</label><citation-alternatives><mixed-citation xml:lang="ru">Goldberg E.L., Dixit V.D. Drivers of age-related inflammation and strategies for healthspan extension. Immunol. Rev. 2015; 265(1): 63-74. https://doi.org/10.1111/imr.12295</mixed-citation><mixed-citation xml:lang="en">Goldberg E.L., Dixit V.D. Drivers of age-related inflammation and strategies for healthspan extension. Immunol. Rev. 2015; 265(1): 63–74. https://doi.org/10.1111/imr.12295</mixed-citation></citation-alternatives></ref><ref id="cit44"><label>44</label><citation-alternatives><mixed-citation xml:lang="ru">Noren Hooten N., Evans M.K. techniques to induce and quantify cellular senescence. J. Vis. Exp. 2017; (123): 55533. https://doi.org/10.3791/55533</mixed-citation><mixed-citation xml:lang="en">Noren Hooten N., Evans M.K. techniques to induce and quantify cellular senescence. J. Vis. Exp. 2017; (123): 55533. https://doi.org/10.3791/55533</mixed-citation></citation-alternatives></ref><ref id="cit45"><label>45</label><citation-alternatives><mixed-citation xml:lang="ru">Dimri G.P., Lee X., Basile G., Acosta M., Scott G., Roskelley C., et al. A biomarker that identifies senescent human cells in culture and in aging skin in vivo. Proc. Natl. Acad. Sci. USA. 1995; 92(20): 9363-7. https://doi.org/10.1073/pnas.92.20.9363</mixed-citation><mixed-citation xml:lang="en">Dimri G.P., Lee X., Basile G., Acosta M., Scott G., Roskelley C., et al. A biomarker that identifies senescent human cells in culture and in aging skin in vivo. Proc. Natl. Acad. Sci. USA. 1995; 92(20): 9363–7. https://doi.org/10.1073/pnas.92.20.9363</mixed-citation></citation-alternatives></ref><ref id="cit46"><label>46</label><citation-alternatives><mixed-citation xml:lang="ru">Моргунова Г.В., Колесников А.В., Клебанов А.А., Хохлов А.Н. Ассоциированная со старением бета-галактозидаза - биомаркер старения, повреждения ДНК или ограничения клеточной пролиферации? Вестник Московского университета. Серия 16. Биология. 2015; (4): 15-8</mixed-citation><mixed-citation xml:lang="en">Morgunova G.V., Kolesnikov A.V., Klebanov A.A., Khokhlov A.N. Senescence-associated β-galactosidase-a biomarker of aging, DNA damage, or cell proliferation restriction? Vestnik Moskovskogo universiteta. Seriya 16. Biologiya. 2015; (4): 15–8. https://doi.org/10.3103/S0096392515040082 (in Russian)</mixed-citation></citation-alternatives></ref><ref id="cit47"><label>47</label><citation-alternatives><mixed-citation xml:lang="ru">Yang N.C., Hu M.L. The limitations and validities of senescence associated-beta-galactosidase activity as an aging marker for human foreskin fibroblast Hs68 cells. Exp. Gerontol. 2005; 40(10): 813-9. https://doi.org/10.1016/j.exger.2005.07.011</mixed-citation><mixed-citation xml:lang="en">Yang N.C., Hu M.L. The limitations and validities of senescence associated-beta-galactosidase activity as an aging marker for human foreskin fibroblast Hs68 cells. Exp. Gerontol. 2005; 40(10): 813–9. https://doi.org/10.1016/j.exger.2005.07.011</mixed-citation></citation-alternatives></ref><ref id="cit48"><label>48</label><citation-alternatives><mixed-citation xml:lang="ru">Тимашева Г.В., Ахметшина В.Т., Репина Э.Ф., Хафизов А.С. Оценка биологического возраста у работников, занятых во вредных условиях труда. Медицина труда и экология человека. 2017; (4): 52-8</mixed-citation><mixed-citation xml:lang="en">Timasheva G.V., Akhmetshina V.T., Repina E.F., Khafizov A.S. Assessment of the biological age of workers engaged in hazardous working conditions. Meditsina truda i ekologiya cheloveka. 2017; 2017; (4): 52–8. (in Russian)</mixed-citation></citation-alternatives></ref><ref id="cit49"><label>49</label><citation-alternatives><mixed-citation xml:lang="ru">Cesari M., Penninx B.W., Pahor M., Lauretani F., Corsi A.M., Rhys Williams G., et al. Inflammatory markers and physical performance in older persons: the InCHIANTI study. J. Gerontol. A. Biol. Sci. Med. Sci. 2004; 59(3): 242-8. https://doi.org/10.1093/gerona/59.3.m242</mixed-citation><mixed-citation xml:lang="en">Cesari M., Penninx B.W., Pahor M., Lauretani F., Corsi A.M., Rhys Williams G., et al. Inflammatory markers and physical performance in older persons: the InCHIANTI study. J. Gerontol. A. Biol. Sci. Med. Sci. 2004; 59(3): 242–8. https://doi.org/10.1093/gerona/59.3.m242</mixed-citation></citation-alternatives></ref><ref id="cit50"><label>50</label><citation-alternatives><mixed-citation xml:lang="ru">Belsky D.W., Caspi A., Houts R., Cohen H.J., Corcoran D.L., Danese A., et al. Quantification of biological aging in young adults. Proc. Natl. Acad. Sci. USA. 2015; 112(30): E4104-10. https://doi.org/10.1073/pnas.1506264112</mixed-citation><mixed-citation xml:lang="en">Belsky D.W., Caspi A., Houts R., Cohen H.J., Corcoran D.L., Danese A., et al. Quantification of biological aging in young adults. Proc. Natl. Acad. Sci. USA. 2015; 112(30): E4104–10. https://doi.org/10.1073/pnas.1506264112</mixed-citation></citation-alternatives></ref><ref id="cit51"><label>51</label><citation-alternatives><mixed-citation xml:lang="ru">Москалев А.А. Молекулярные биомаркеры старения для превентивной медицины. Вестник восстановительной медицины. 2017; (1): 18-29</mixed-citation><mixed-citation xml:lang="en">Moskalev A.A. Molecular biomarkers of aging for preventive medicine. Vestnik vosstanovitel’noy meditsiny. 2017; (1): 18–29. (in Russian)</mixed-citation></citation-alternatives></ref><ref id="cit52"><label>52</label><citation-alternatives><mixed-citation xml:lang="ru">Belsky D.W., Caspi A., Houts R., Cohen H.J., Corcoran D.L., Danese A., et al. Quantification of biological aging in young adults. Proc. Natl. Acad. Sci. USA. 2015; 112(30): E4104-10. https://doi.org/10.1073/pnas.1506264112</mixed-citation><mixed-citation xml:lang="en">Belsky D.W., Caspi A., Houts R., Cohen H.J., Corcoran D.L., Danese A., et al. Quantification of biological aging in young adults. Proc. Natl. Acad. Sci. USA. 2015; 112(30): E4104–10. https://doi.org/10.1073/pnas.1506264112</mixed-citation></citation-alternatives></ref><ref id="cit53"><label>53</label><citation-alternatives><mixed-citation xml:lang="ru">Chen B.H., Marioni R.E., Colicino E., Peters M.J., Ward-Caviness C.K., Tsai P.C., et al. DNA methylation-based measures of biological age: meta-analysis predicting time to death. Aging (Albany NY). 2016; 8(9): 1844-65. https://doi.org/10.18632/aging.101020</mixed-citation><mixed-citation xml:lang="en">Chen B.H., Marioni R.E., Colicino E., Peters M.J., Ward-Caviness C.K., Tsai P.C., et al. DNA methylation-based measures of biological age: meta-analysis predicting time to death. Aging (Albany NY). 2016; 8(9): 1844–65. https://doi.org/10.18632/aging.101020</mixed-citation></citation-alternatives></ref><ref id="cit54"><label>54</label><citation-alternatives><mixed-citation xml:lang="ru">Hannum G., Guinney J., Zhao L., Zhang L., Hughes G., Sadda S., et al. Genome-wide methylation profiles reveal quantitative views of human aging rates. Mol. Cell. 2013; 49(2): 359-67. https://doi.org/10.1016/j.molcel.2012.10.016</mixed-citation><mixed-citation xml:lang="en">Hannum G., Guinney J., Zhao L., Zhang L., Hughes G., Sadda S., et al. Genome-wide methylation profiles reveal quantitative views of human aging rates. Mol. Cell. 2013; 49(2): 359–67. https://doi.org/10.1016/j.molcel.2012.10.016</mixed-citation></citation-alternatives></ref><ref id="cit55"><label>55</label><citation-alternatives><mixed-citation xml:lang="ru">Horvath S. DNA methylation age of human tissues and cell types. Genome Biol. 2013; 14(10): R115. https://doi.org/10.1186/gb-2013-14-10-r115</mixed-citation><mixed-citation xml:lang="en">Horvath S. DNA methylation age of human tissues and cell types. Genome Biol. 2013; 14(10): R115. https://doi.org/10.1186/gb-2013-14-10-r115</mixed-citation></citation-alternatives></ref><ref id="cit56"><label>56</label><citation-alternatives><mixed-citation xml:lang="ru">Levine M.E., Lu A.T., Quach A., Chen B.H., Assimes T.L., Bandinelli S., et al. An epigenetic biomarker of aging for lifespan and healthspan. Aging (Albany NY). 2018; 10(4): 573-91. https://doi.org/10.18632/aging.101414</mixed-citation><mixed-citation xml:lang="en">Levine M.E., Lu A.T., Quach A., Chen B.H., Assimes T.L., Bandinelli S., et al. An epigenetic biomarker of aging for lifespan and healthspan. Aging (Albany NY). 2018; 10(4): 573–91. https://doi.org/10.18632/aging.101414</mixed-citation></citation-alternatives></ref><ref id="cit57"><label>57</label><citation-alternatives><mixed-citation xml:lang="ru">Campisi J., Vijg J. Does damage to DNA and other macromolecules play a role in aging? If so, how? J. Gerontol. A. Biol. Sci. Med. Sci. 2009; 64(2): 175-8. https://doi.org/10.1093/gerona/gln065</mixed-citation><mixed-citation xml:lang="en">Campisi J., Vijg J. Does damage to DNA and other macromolecules play a role in aging? If so, how? J. Gerontol. A. Biol. Sci. Med. Sci. 2009; 64(2): 175–8. https://doi.org/10.1093/gerona/gln065</mixed-citation></citation-alternatives></ref><ref id="cit58"><label>58</label><citation-alternatives><mixed-citation xml:lang="ru">Field A.E., Robertson N.A., Wang T., Havas A., Ideker T., Adams P.D. DNA methylation clocks in aging: categories, causes, and consequences. Mol. Cell. 2018; 71(6): 882-95. https://doi.org/10.1016/j.molcel.2018.08.008</mixed-citation><mixed-citation xml:lang="en">Field A.E., Robertson N.A., Wang T., Havas A., Ideker T., Adams P.D. DNA methylation clocks in aging: categories, causes, and consequences. Mol. Cell. 2018; 71(6): 882–95. https://doi.org/10.1016/j.molcel.2018.08.008</mixed-citation></citation-alternatives></ref><ref id="cit59"><label>59</label><citation-alternatives><mixed-citation xml:lang="ru">Jiang S., Guo Y. Epigenetic Clock: DNA Methylation in Aging. Stem. Cells Int. 2020; 2020: 1047896. https://doi.org/10.1155/2020/1047896</mixed-citation><mixed-citation xml:lang="en">Jiang S., Guo Y. Epigenetic Clock: DNA Methylation in Aging. Stem. Cells Int. 2020; 2020: 1047896. https://doi.org/10.1155/2020/1047896</mixed-citation></citation-alternatives></ref><ref id="cit60"><label>60</label><citation-alternatives><mixed-citation xml:lang="ru">Pal S., Tyler J.K. Epigenetics and aging. Sci. Adv. 2016; 2(7): e1600584. https://doi.org/10.1126/sciadv.1600584</mixed-citation><mixed-citation xml:lang="en">Pal S., Tyler J.K. Epigenetics and aging. Sci. Adv. 2016; 2(7): e1600584. https://doi.org/10.1126/sciadv.1600584</mixed-citation></citation-alternatives></ref><ref id="cit61"><label>61</label><citation-alternatives><mixed-citation xml:lang="ru">Bibikova M., Barnes B., Tsan C., Ho V., Klotzle B., Le J.M., et al. High density DNA methylation array with single CpG site resolution. Genomics. 2011; 98(4): 288-95. https://doi.org/10.1016/j.ygeno.2011.07.007</mixed-citation><mixed-citation xml:lang="en">Bibikova M., Barnes B., Tsan C., Ho V., Klotzle B., Le J.M., et al. High density DNA methylation array with single CpG site resolution. Genomics. 2011; 98(4): 288–95. https://doi.org/10.1016/j.ygeno.2011.07.007</mixed-citation></citation-alternatives></ref><ref id="cit62"><label>62</label><citation-alternatives><mixed-citation xml:lang="ru">Hou L., Zhang X., Wang D., Baccarelli A. Environmental chemical exposures and human epigenetics. Int. J. Epidemiol. 2012; 41(1): 79-105. https://doi.org/10.1093/ije/dyr154</mixed-citation><mixed-citation xml:lang="en">Hou L., Zhang X., Wang D., Baccarelli A. Environmental chemical exposures and human epigenetics. Int. J. Epidemiol. 2012; 41(1): 79–105. https://doi.org/10.1093/ije/dyr154</mixed-citation></citation-alternatives></ref><ref id="cit63"><label>63</label><citation-alternatives><mixed-citation xml:lang="ru">Sorrentino J.A., Sanoff H.K., Sharpless N.E. Defining the toxicology of aging. Trends. Mol. Med. 2014; 20(7): 375-84. https://doi.org/10.1016/j.molmed.2014.04.004</mixed-citation><mixed-citation xml:lang="en">Sorrentino J.A., Sanoff H.K., Sharpless N.E. Defining the toxicology of aging. Trends. Mol. Med. 2014; 20(7): 375–84. https://doi.org/10.1016/j.molmed.2014.04.004</mixed-citation></citation-alternatives></ref><ref id="cit64"><label>64</label><citation-alternatives><mixed-citation xml:lang="ru">Peterson M.J., Thompson D.K., Pieper C.F., Morey M.C., Kraus V.B., Kraus W.E., et al. A novel analytic technique to measure associations between circulating biomarkers and physical performance across the adult life span. J. Gerontol. A. Biol. Sci. Med. Sci. 2016; 71(2): 196-202. https://doi.org/10.1093/gerona/glv007</mixed-citation><mixed-citation xml:lang="en">Peterson M.J., Thompson D.K., Pieper C.F., Morey M.C., Kraus V.B., Kraus W.E., et al. A novel analytic technique to measure associations between circulating biomarkers and physical performance across the adult life span. J. Gerontol. A. Biol. Sci. Med. Sci. 2016; 71(2): 196–202. https://doi.org/10.1093/gerona/glv007</mixed-citation></citation-alternatives></ref><ref id="cit65"><label>65</label><citation-alternatives><mixed-citation xml:lang="ru">Jia L., Zhang W., Jia R., Zhang H., Chen X. Construction formula of biological age using the principal component analysis. Biomed. Res. Int. 2016; 2016: 4697017. https://doi.org/10.1155/2016/4697017</mixed-citation><mixed-citation xml:lang="en">Jia L., Zhang W., Jia R., Zhang H., Chen X. Construction formula of biological age using the principal component analysis. Biomed. Res. Int. 2016; 2016: 4697017. https://doi.org/10.1155/2016/4697017</mixed-citation></citation-alternatives></ref><ref id="cit66"><label>66</label><citation-alternatives><mixed-citation xml:lang="ru">Литвинова Н.А., Казин Э.М., Березина М.Г., Прохорова А.М., Броздовская Е.В., Суворова Л.И. Донозологическая диагностика в оценке состояния здоровья педагогов. Валеология. 2003; (3): 7-11.</mixed-citation><mixed-citation xml:lang="en">Litvinova N.A., Kazin E.M., Berezina M.G., Prokhorova A.M., Brozdovskaya E.V., Suvorova L.I. Pre-nosological diagnostics in assessing the health status of teachers. Valeologiya. 2003; (3): 7–11. (in Russian)</mixed-citation></citation-alternatives></ref><ref id="cit67"><label>67</label><citation-alternatives><mixed-citation xml:lang="ru">Афанасьева Р.Ф., Прокопенко Л.В. Биологический возраст как критерий оценки условий труда (на примере производства титановых сплавов). Медицина труда и промышленная экология. 2009; (2): 1-5.</mixed-citation><mixed-citation xml:lang="en">Afanas’eva R.F., Prokopenko L.V. Biologic age as a criterion for work evaluation (exemplified by titanium alloys production). Meditsina truda i promyshlennaya ekologiya. 2009; (2): 1–5. (in Russian)</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>
