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<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">kpccz</journal-id><journal-title-group><journal-title xml:lang="ru">Комплексные проблемы сердечно-сосудистых заболеваний</journal-title><trans-title-group xml:lang="en"><trans-title>Complex Issues of Cardiovascular Diseases</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2306-1278</issn><issn pub-type="epub">2587-9537</issn><publisher><publisher-name>Federal State Budgetary Institution “Research Institute for Complex Issues of Cardiovascular Diseases”</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.17802/2306-1278-2023-12-4-188-199</article-id><article-id custom-type="elpub" pub-id-type="custom">kpccz-1418</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>ОНЛАЙН. ОРИГИНАЛЬНЫЕ ИССЛЕДОВАНИЯ. Кардиология</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>ONLINE. ORIGINAL STUDIES. CARDIOLOGY</subject></subj-group></article-categories><title-group><article-title></article-title><trans-title-group xml:lang="en"><trans-title>NEW BIOLOGICAL MARKERS FOR A PROGNOSTIC MODEL FOR ASSESSING THE RISK OF CARDIAC FIBROSIS IN PATIENTS WITH ST-SEGMENT ELEVATION MYOCARDIAL INFARCTION</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-4771-484X</contrib-id><name-alternatives><name name-style="western" xml:lang="en"><surname>Pecherina</surname><given-names>Tamara B.</given-names></name></name-alternatives><bio xml:lang="en"><p>PhD, Head of the Laboratory of Myocardial Fibrogenesis, Federal State Budgetary Institution “Research Institute for Complex Issues of Cardiovascular Diseases”, Kemerovo, Russian Federation</p></bio><email xlink:type="simple">tb.pechorina@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/0000-0002-9801-9839</contrib-id><name-alternatives><name name-style="western" xml:lang="en"><surname>Karetnikova</surname><given-names>Victoria N.</given-names></name></name-alternatives><bio xml:lang="en"><p>PhD, Professor, Head of the Laboratory of Circulatory Pathology, Department of Clinical Cardiology, Federal State Budgetary Institution “Research Institute for Complex Issues of Cardiovascular Diseases”, Kemerovo, Russian Federation</p></bio><email xlink:type="simple">tb.pechorina@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/0000-0003-3729-616X</contrib-id><name-alternatives><name name-style="western" xml:lang="en"><surname>Kashtalap</surname><given-names>Vasily V.</given-names></name></name-alternatives><bio xml:lang="en"><p>Ph.d, Head of the Department of Clinical Cardiology, Federal State Budgetary Institution “Research Institute for Complex Issues of Cardiovascular Diseases”, Kemerovo, Russian Federation</p></bio><email xlink:type="simple">tb.pechorina@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/0000-0002-5469-7638</contrib-id><name-alternatives><name name-style="western" xml:lang="en"><surname>Dren’</surname><given-names>Elena V.</given-names></name></name-alternatives><bio xml:lang="en"><p>Postgraduate student in cardiology, Laboratory Researcher at the Laboratory of Myocardial Fibrogenesis, Federal State Budgetary Institution “Research Institute for Complex Issues of Cardiovascular Diseases”, Kemerovo, Russian Federation</p></bio><email xlink:type="simple">tb.pechorina@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/0000-0002-3771-1346</contrib-id><name-alternatives><name name-style="western" xml:lang="en"><surname>Ignatova</surname><given-names>Julia S.</given-names></name></name-alternatives><bio xml:lang="en"><p>Phd, Researcher at the Laboratory of Myocardial Fibrogenesis, Federal State Budgetary Institution “Research Institute for Complex Issues of Cardiovascular Diseases”, Kemerovo, Russian Federation</p></bio><email xlink:type="simple">tb.pechorina@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/0009-0002-8294-1826</contrib-id><name-alternatives><name name-style="western" xml:lang="en"><surname>Shuster</surname><given-names>Sophia Yu.</given-names></name></name-alternatives><bio xml:lang="en"><p>Laboratory Researcher at the Laboratory of Myocardial Fibrogenesis, Federal State Budgetary Institution “Research Institute for Complex Issues of Cardiovascular Diseases”, Kemerovo, Russian Federation</p></bio><email xlink:type="simple">tb.pechorina@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/0009-0001-9761-9197</contrib-id><name-alternatives><name name-style="western" xml:lang="en"><surname>Yurkina</surname><given-names>Anastasia V.</given-names></name></name-alternatives><bio xml:lang="en"><p>Junior Researcher at the Laboratory of Myocardial Fibrogenesis, Federal State Budgetary Institution “Research Institute for Complex Issues of Cardiovascular Diseases”, Kemerovo, Russian Federation</p></bio><email xlink:type="simple">tb.pechorina@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/0000-0002-6288-1267</contrib-id><name-alternatives><name name-style="western" xml:lang="en"><surname>Gusel'nikova</surname><given-names>Yuliya I.</given-names></name></name-alternatives><bio xml:lang="en"><p>Postgraduate student in cardiology, Laboratory Researcher at the Laboratory of Myocardial Fibrogenesis, Federal State Budgetary Institution “Research Institute for Complex Issues of Cardiovascular Diseases”, Kemerovo, Russian Federation</p></bio><email xlink:type="simple">tb.pechorina@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/0000-0002-4642-3610</contrib-id><name-alternatives><name name-style="western" xml:lang="en"><surname>Barbarash</surname><given-names>Olga L.</given-names></name></name-alternatives><bio xml:lang="en"><p>PhD, Academician of the Russian Academy of Sciences, Director of the Federal State Budgetary Institution “Research Institute for Complex Issues of Cardiovascular Diseases”, Kemerovo, Russian Federation</p></bio><email xlink:type="simple">tb.pechorina@gmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="en">Federal State Budgetary Institution “Research Institute for Complex Issues of Cardiovascular Diseases”<country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2023</year></pub-date><pub-date pub-type="epub"><day>25</day><month>12</month><year>2023</year></pub-date><volume>12</volume><issue>4</issue><fpage>188</fpage><lpage>199</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Pecherina T.B., Karetnikova V.N., Kashtalap V.V., Dren’ E.V., Ignatova J.S., Shuster S.Y., Yurkina A.V., Gusel'nikova Y.I., Barbarash O.L., 2023</copyright-statement><copyright-year>2023</copyright-year><copyright-holder xml:lang="ru">Pecherina T.B., Karetnikova V.N., Kashtalap V.V., Dren’ E.V., Ignatova J.S., Shuster S.Y., Yurkina A.V., Gusel'nikova Y.I., Barbarash O.L.</copyright-holder><copyright-holder xml:lang="en">Pecherina T.B., Karetnikova V.N., Kashtalap V.V., Dren’ E.V., Ignatova J.S., Shuster S.Y., Yurkina A.V., Gusel'nikova Y.I., Barbarash O.L.</copyright-holder><license 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.nii-kpssz.com/jour/article/view/1418">https://www.nii-kpssz.com/jour/article/view/1418</self-uri><trans-abstract xml:lang="en"><sec><title>Highlights</title><p>Highlights</p><p>The developed prognostic model for assessing the risk of cardiac fibrosis in patients with STEMI with HFmrEF and HFpEF is promising from the point of view of scientific and clinical potential because similar models for predicting the risk of cardiac fibrosis in patients with index MI are not currently validated. The developed scale includes such parameters as age, LVEF, COL-1, BMI, MMP-2. The scale can be used in patients with HFmrEF and HFpEF phenotypes. Identification of patients at high risk of myocardial fibrosis will allow choosing the appropriate treatment method.</p></sec><sec><title> </title><p> </p></sec><sec><title>Aim</title><p>Aim. To develop a prognostic model for assessing the risk of cardiac fibrosis (CF) in patients with preserved left ventricular ejection fraction (HFpEF) and mildly reduced ejection fraction (HFmrEF) a year after ST-segment elevation myocardial infarction (STEMI) based on clinical, instrumental and biochemical data.</p></sec><sec><title>Methods</title><p>Methods. The prospective cohort study included 100 STEMI patients with HFmrEF (LVEF 40–49%) and with HFpEF (50% or more). Echo was performed in all patients on the 1st, 10–12th day and a year after onset of STEMI. Upon admission to the hospital and on the 10–12th day after the onset of the disease, the following serum biomarker levels were determined: those associated with changes in the extracellular matrix; with remodeling and fibrosis; with inflammation, and with neurohormonal activation. At the 1-year follow-up visit, 84 patients underwent contrast-enhanced MRI to assess fibrotic tissue percentage relative to healthy myocardium.</p></sec><sec><title>Results</title><p>Results. The distribution of patients by HFmrEF and HFpEF phenotypes during follow-up was as follows: HFmrEF on the 1st day – 27%, 10th day – 12%, after a year – 11%; HFpEF on the 1st day – 73%, 10th day – 88%, after a year – 89%. According to cardiac MRI at the follow-up visit (n = 84), the median distribution of fibrotic tissue percentage was 5 [1.5; 14]%. Subsequently, the threshold value of 5% was chosen for analysis: CF≥5% was found in 38 patients (the 1st group), whereas CF&lt;5% was noted in 46 patients (the 2nd group). When analyzing the intergroup differences in biological marker concentrations in the in-patient setting and at the annual follow-up, it was determined that the most significant differences were associated with “ST-2” (1st day) that in the “CF≥5%” group was 11.4 ng/mL higher on average compared to the “CF&lt;5%” group (p = 0.0422); “COL-1” (1st day) that in the “CF≥5%” group was 28112.3 pg/mL higher on average compared to the “CF&lt;5%” group (p = 0.0020), and “NT-proBNP” (12th day) that in the “CF&lt;5 %” group was 1.9 fmol/mL higher on average compared to the “CF≥5%” group (p = 0.0339). Certain factors (age, LVEF (12th day), collagen-1 (1st and 12th day), body mass index, matrix metalloproteinase-2 (12th day) were determined and included in the prognostic model for assessing the risk of CF a year after the STEMI (AUC ROC 0.90, Chi-square test &lt;0.0001).</p></sec><sec><title>Conclusion</title><p>Conclusion. Prognostic model (scale) based on factors such as age, left ventricular ejection fraction (12th day), collagen-1 (1st and 12th day), body mass index, matrix metalloproteinase-2 (12th day) shows high prognostic power and enables identification of patients with HFmrEF and HFpEF phenotypes and at high risk of cardiac fibrosis a year after STEMI.</p></sec></trans-abstract><kwd-group xml:lang="en"><kwd>Biomarkers 1</kwd><kwd>Myocardial infarction 2</kwd><kwd>Heart failure 3</kwd><kwd>Prognostic model 4</kwd></kwd-group><funding-group xml:lang="en"><funding-statement>This study was supported by the Siberian Branch of the Russian Academy of Sciences within the Complex Basic Research Program on the Research Topic entitled “Comprehensive assessment of molecular and cellular determinants of systemic fibrogenesis with subsequent translation of the results into the clinical practice of medical institutions through the use of mathematical modeling of processes and the creation of clinical algorithms and prognostic scales (№122121300005-3)”.</funding-statement></funding-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Jayaraj, J.C.; Davatyan, K.; Subramanian, S.S.; Priya J. 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