<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE root>
<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" article-type="research-article" dtd-version="1.1d1" xml:lang="en"><front><journal-meta><journal-id journal-id-type="publisher">Молодежный инновационный вестник</journal-id><journal-title-group><journal-title>Молодежный инновационный вестник</journal-title></journal-title-group><issn publication-format="print">2415-7805</issn><publisher><publisher-name>Федеральное государственное бюджетное образовательное учреждение высшего образования "Воронежский государственный медицинский университет имени Н.Н. Бурденко" Министерства здравоохранения Российской Федерации</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="publisher-id">10915</article-id><article-categories><subj-group subj-group-type="heading"><subject>Unclassified</subject></subj-group></article-categories><title-group><article-title>Gene-environment interactions in predicting STEM orientation</article-title></title-group><contrib-group><contrib contrib-type="author"><name name-style="western"><surname>Askerova</surname><given-names>Adelina Geidarovna</given-names></name><bio>&lt;p&gt;Student&lt;/p&gt;</bio><email>adelina29062003@gmail.com</email><uri content-type="orcid">https://orcid.org/0009-0009-3919-3472</uri><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author"><name name-style="western"><surname>Yakubovskaya</surname><given-names>Anna Alekseevna</given-names></name><email>yakubovskaya_2604@mail.ru</email><uri content-type="orcid">https://orcid.org/0009-0008-2404-5293</uri><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author"><name name-style="western"><surname>Egorova</surname><given-names>Emilia Sergeevna</given-names></name><email>jastspring@yandex.ru</email><uri content-type="orcid">https://orcid.org/0000-0002-6210-4660</uri><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author"><name name-style="western"><surname>Valeeva</surname><given-names>Elena Valerevna</given-names></name><email>vevaleeva@ya.ru</email><uri content-type="orcid">https://orcid.org/0000-0001-7080-3878</uri><xref ref-type="aff" rid="aff-3"/></contrib><contrib contrib-type="author"><name name-style="western"><surname>Ahmetov</surname><given-names>Ildus Ilyasovich</given-names></name><email>genoterra@mail.ru</email><uri content-type="orcid">https://orcid.org/0000-0002-6335-4020</uri><xref ref-type="aff" rid="aff-3"/></contrib></contrib-group><aff id="aff-1">Kazan State Medical University</aff><aff id="aff-2">Kazan State Medical University,Central Research Laboratory of Kazan State Medical University</aff><aff id="aff-3"></aff><pub-date date-type="epub" iso-8601-date="2025-11-04" publication-format="electronic"><day>04</day><month>11</month><year>2025</year></pub-date><volume>14</volume><issue>2</issue><fpage>18</fpage><lpage>20</lpage><history><pub-date date-type="received" iso-8601-date="2025-04-16"><day>16</day><month>04</month><year>2025</year></pub-date><pub-date date-type="accepted" iso-8601-date="2025-08-05"><day>05</day><month>08</month><year>2025</year></pub-date></history><permissions><copyright-statement>Copyright © 2025, Askerova A.G., Yakubovskaya A.A., Egorova E.S., Valeeva E.V., Ahmetov I.I.</copyright-statement><copyright-year>2025</copyright-year></permissions><abstract>&lt;p style="text-align: justify;"&gt;A comprehensive study of gene-mediated determinants of STEM-orientation among 790 students (mean age 21.43.9 years) was conducted. The methods employed encompassed psychological testing (Eysenck, Beck, Spielberg-Hanin, etc.), questionnaires, and genetic analysis of polymorphisms rs10048736 of the ARHGAP15 gene and rs12903858 of the SQOR gene by real-time PCR. The results of the study indicated an association of the AA rs10048736 genotype with two distinct variables: academic achievement and passion for chess. The former was defined as a 12.7% success rate compared to a 6.8% success rate amongst non-medal carriers, with a p-value of 0.03. The latter was defined as a 36.3% success rate compared to a 25.6% success rate, with a p-value of 0.006. Furthermore, STEM-oriented students were found to be more likely to participate in high-level Olympiads (p=0.02). Regression analysis demonstrated a significant contribution of environmental factors (R=9.61%, p0.0001) and, in conjunction with genetic markers, a substantial effect size was observed (R=11.53%, p0.0001). The STEM orientation of students is shaped by the complex interaction of genetic predictors and educational factors. The findings underscore the necessity of incorporating gene-medium interactions into professional orientation.&lt;/p&gt;</abstract><kwd-group xml:lang="en"><kwd>STEM education</kwd><kwd>genetic polymorphism</kwd><kwd>molecular genetic markers</kwd><kwd>professional&#13;
orientation</kwd></kwd-group><kwd-group xml:lang="ru"><kwd>STEM-образование</kwd><kwd>генетический полиморфизм</kwd><kwd>молекулярно-генетические&#13;
маркеры</kwd><kwd>профессиональная ориентация</kwd></kwd-group></article-meta></front><body></body><back><ref-list><ref id="B1"><label>1.</label><mixed-citation>Zhu C, Zhao Q, He J, Böckerman P, Luo S, Chen Q. Genetic basis of STEM occupational choice and regional economic performance: a UK biobank genome-wide association study. Hum Genomics. 2023;17(1):40. Published 2023 May 10. doi:10.1186/s40246-023-00488-2</mixed-citation></ref></ref-list></back></article>
