<?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">mimmun</journal-id><journal-title-group><journal-title xml:lang="ru">Медицинская иммунология</journal-title><trans-title-group xml:lang="en"><trans-title>Medical Immunology (Russia)</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1563-0625</issn><issn pub-type="epub">2313-741X</issn><publisher><publisher-name>SPb RAACI</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.15789/1563-0625-2008-4-5-405-414</article-id><article-id custom-type="elpub" pub-id-type="custom">mimmun-200</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>ОРИГИНАЛЬНЫЕ СТАТЬИ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>ORIGINAL ARTICLES</subject></subj-group></article-categories><title-group><article-title>ПРОГНОСТИЧЕСКАЯ МОДЕЛЬ НЕИНВАЗИВНОЙ ДИАГНОСТИКИ ФИБРОЗА ПЕЧЕНИ У БОЛЬНЫХ ХРОНИЧЕСКИМИ ВИРУСНЫМИ ГЕПАТИТАМИ</article-title><trans-title-group xml:lang="en"><trans-title>A PREDICTIVE MODEL FOR NON-INVASIVE EVALUATION OF LIVER FIBROSIS IN PATIENTS WITH CHRONIC HEPATITIS VIRUS INFECTION</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Останин</surname><given-names>А. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Ostanin</surname><given-names>A. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>630099, г. Новосибирск, ул. Ядринцевская, 14</p></bio><email xlink:type="simple">ct_lab@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Гельфгат</surname><given-names>Е. Л.</given-names></name><name name-style="western" xml:lang="en"><surname>Gelfgadt</surname><given-names>E. L.</given-names></name></name-alternatives><email xlink:type="simple">ct_lab@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Шипунов</surname><given-names>М. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Shipunov</surname><given-names>M. V.</given-names></name></name-alternatives><email xlink:type="simple">ct_lab@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Шевела</surname><given-names>Е. Я.</given-names></name><name name-style="western" xml:lang="en"><surname>Shevela</surname><given-names>E. Ya.</given-names></name></name-alternatives><email xlink:type="simple">ct_lab@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Курганова</surname><given-names>Е. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Kurganova</surname><given-names>E. V.</given-names></name></name-alternatives><email xlink:type="simple">ct_lab@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Хван</surname><given-names>Л. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Khvan</surname><given-names>L. A.</given-names></name></name-alternatives><email xlink:type="simple">ct_lab@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Пальцев</surname><given-names>А. И.</given-names></name><name name-style="western" xml:lang="en"><surname>Paltzev</surname><given-names>A. I.</given-names></name></name-alternatives><email xlink:type="simple">ct_lab@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Старостина</surname><given-names>Н. М.</given-names></name><name name-style="western" xml:lang="en"><surname>Starostina</surname><given-names>N. M.</given-names></name></name-alternatives><email xlink:type="simple">ct_lab@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Черных</surname><given-names>Е. Р.</given-names></name><name name-style="western" xml:lang="en"><surname>Chernykh</surname><given-names>E. R.</given-names></name></name-alternatives><email xlink:type="simple">ct_lab@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff xml:lang="ru" id="aff-1"><institution>ГУ НИИ клинической иммунологии СО РАМН, г. Новосибирск</institution><country>Russian Federation</country></aff><pub-date pub-type="collection"><year>2008</year></pub-date><pub-date pub-type="epub"><day>17</day><month>07</month><year>2014</year></pub-date><volume>10</volume><issue>4-5</issue><fpage>405</fpage><lpage>414</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Останин А.А., Гельфгат Е.Л., Шипунов М.В., Шевела Е.Я., Курганова Е.В., Хван Л.А., Пальцев А.И., Старостина Н.М., Черных Е.Р., 2014</copyright-statement><copyright-year>2014</copyright-year><copyright-holder xml:lang="ru">Останин А.А., Гельфгат Е.Л., Шипунов М.В., Шевела Е.Я., Курганова Е.В., Хван Л.А., Пальцев А.И., Старостина Н.М., Черных Е.Р.</copyright-holder><copyright-holder xml:lang="en">Ostanin A.A., Gelfgadt E.L., Shipunov M.V., Shevela E.Y., Kurganova E.V., Khvan L.A., Paltzev A.I., Starostina N.M., Chernykh E.R.</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.mimmun.ru/mimmun/article/view/200">https://www.mimmun.ru/mimmun/article/view/200</self-uri><abstract/><trans-abstract xml:lang="en"><p>Abstract. This study was conducted to develop a predictive model including routinely available laboratory tests to reflect the histological liver fibrosis stage in patients with chronic hepatitis virus infection (HVI). The «training» (preliminary) cohort included 37 healthy volunteers without liver fibrosis (F0) and 126 patients with minimal (F1/2, n = 40) and significant/advanced (F3, n = 39) fibrosis and histological cirrhosis (F4, n = 47). It was revealed that several routine clinical/biochemical parameters (erythrocyte sedimentation rate, platelet count, prothrombin time [PT], serum level of albumin [Alb], bilirubin, aspartate aminotransferase [AST], thymol test) and immunological features (IgA, IgG) as well special fibrosis markers (ММР-9, TIMP-1) significantly correlated with severity of liver fibrosis (Spearman’s rank correlation coefficient 0.45-0.69; p &lt; 0.0001). To select predictive factors contributing to discrimination of the fibrosis stage, we performed a stepwise logistic multivariate regression of the laboratory variables in F1/2 vs F3, and F3 vs F4 patients, respectively. Based on the multiple regression model, we derived a novel Integral Index of Fibrosis (IIF) defined by five biochemical parameters (PT, glucose, Alb, AST, lactate dehydrogenase). IIF was applied to the validation cohort comprised of 84 patients with chronic HVI (F1/2 n = 42; F3 n = 19; F4 n = 23) to test its diagnostic accuracy. Corresponding values of IIF allow a reliable prediction of fibrosis stages (F1/2 vs F3 vs F4) with a diagnostic accuracy of 86%; with a positive predictive value (PPV is the percentage of positive tests that are truly positive) of 94%; and with a negative predictive value (NPV is the percentage of negative tests that are truly negative) of 91.7%. In conclusion, our study showed that the Integral Index of Fibrosis consisting of five routinely available laboratory tests provides clinically useful information regarding different liver fib rosis stages among patients with chronic hepatitis virus infection. (Med. Immunol., vol. 10, N 4-5, pp 405-414).</p></trans-abstract><kwd-group xml:lang="ru"><kwd>хронические вирусные гепатиты</kwd><kwd>стадии фиброза</kwd><kwd>маркеры фиброза</kwd><kwd>MMP-9</kwd><kwd>TIMP-1</kwd></kwd-group><kwd-group xml:lang="en"><kwd>chronic hepatitis virus infection</kwd><kwd>liver fibrosis stage</kwd><kwd>fibrosis markers</kwd><kwd>MMP-9</kwd><kwd>TIMP-1</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">Adams L.A., Bulsara M., Rossi E., DeBoer B., Speers D., George J., Kench J., Farrell G., McCaughan G.W., Jeffrey G.P. Hepascore: an accurate validated predictor of liver fibrosis in chronic hepatitis C infection // Clin. Chem. – 2005. – Vol. 51, N 10. – P. 1867-1873.</mixed-citation><mixed-citation xml:lang="en">Adams L.A., Bulsara M., Rossi E., DeBoer B., Speers D., George J., Kench J., Farrell G., McCaughan G.W., Jeffrey G.P. Hepascore: an accurate validated predictor of liver fibrosis in chronic hepatitis C infection // Clin. Chem. – 2005. – Vol. 51, N 10. – P. 1867-1873.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Bataller R., Brenner D.A. Liver fibrosis // Clin. Invest. – 2005. – Vol. 115. – P. 209-218.</mixed-citation><mixed-citation xml:lang="en">Bataller R., Brenner D.A. Liver fibrosis // Clin. Invest. – 2005. – Vol. 115. – P. 209-218.</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Bedossa P., Poynard T. An algorithm for the grading of activity in chronic hepatitis C. The META-VIR Cooperative Study Group // Hepatology. – 1996. – Vol. 24. – P. 289-293.</mixed-citation><mixed-citation xml:lang="en">Bedossa P., Poynard T. An algorithm for the grading of activity in chronic hepatitis C. The META-VIR Cooperative Study Group // Hepatology. – 1996. – Vol. 24. – P. 289-293.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Bonacini M., Hadi G., Govindarajan S., Lindsay K.L. Utility of a discriminant score for diagnosing advanced fibrosis or cirrhosis in patients with chronic hepatitis C virus infection // Am. J. Gastroenterol. – 1997. – Vol. 92. – P. 1302-1304.</mixed-citation><mixed-citation xml:lang="en">Bonacini M., Hadi G., Govindarajan S., Lindsay K.L. Utility of a discriminant score for diagnosing advanced fibrosis or cirrhosis in patients with chronic hepatitis C virus infection // Am. J. Gastroenterol. – 1997. – Vol. 92. – P. 1302-1304.</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Bravo A.A., Sheth S.G., Chopra S. Liver biopsy // N. Engl. J. Med. – 2001. – Vol. 344. – P. 495-500.</mixed-citation><mixed-citation xml:lang="en">Bravo A.A., Sheth S.G., Chopra S. Liver biopsy // N. Engl. J. Med. – 2001. – Vol. 344. – P. 495-500.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Forns X., Ampurdanès S., Llovet J.M., Aponte J., Quintó L., Martínez-Bauer E., Bruguera M., Sánchez-Tapias J.M., Rodés J. Identification of chronic hepatitis C patients without hepatic fibrosis by a simple predictive model // Hepatology. – 2002. – Vol. 36. – P. 986-992.</mixed-citation><mixed-citation xml:lang="en">Forns X., Ampurdanès S., Llovet J.M., Aponte J., Quintó L., Martínez-Bauer E., Bruguera M., Sánchez-Tapias J.M., Rodés J. Identification of chronic hepatitis C patients without hepatic fibrosis by a simple predictive model // Hepatology. – 2002. – Vol. 36. – P. 986-992.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Giannini E., Risso D., Botta F., Chiarbonello B., Fasoli A., Malfatti F., Romagnoli P., Testa E., Ceppa P., Testa R. Validity and clinical utility of the aspartate aminotransferase-alanine aminotransferase ratio in assessing disease severity and prognosis in patients with hepatitis C virus-related chronic liver disease // Arch. Intern. Med. – 2003. – Vol. 163. – P. 218-224.</mixed-citation><mixed-citation xml:lang="en">Giannini E., Risso D., Botta F., Chiarbonello B., Fasoli A., Malfatti F., Romagnoli P., Testa E., Ceppa P., Testa R. Validity and clinical utility of the aspartate aminotransferase-alanine aminotransferase ratio in assessing disease severity and prognosis in patients with hepatitis C virus-related chronic liver disease // Arch. Intern. Med. – 2003. – Vol. 163. – P. 218-224.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Imbert-Bismut F., Ratziu V., Pieroni L., Charlotte F., Benhamou Y., Poynard T. Biochemical markers of liver fibrosis in patients with hepatitis C virus infection: a prospective study // Lancet. – 2001. – Vol. 357. – P. 1069-1075.</mixed-citation><mixed-citation xml:lang="en">Imbert-Bismut F., Ratziu V., Pieroni L., Charlotte F., Benhamou Y., Poynard T. Biochemical markers of liver fibrosis in patients with hepatitis C virus infection: a prospective study // Lancet. – 2001. – Vol. 357. – P. 1069-1075.</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Kelleher T.B., Mehta S.H., Bhaskar R., Sulkowski M., Astemborski J., Thomas D.L., Moore R.E., Afdhal N.H. Prediction of hepatic fibrosis in HIV/HCV co-infected patients using serum fibrosis markers: the SHASTA index // J. Hepatology. – 2005. – Vol. 43. – P. 78-84.</mixed-citation><mixed-citation xml:lang="en">Kelleher T.B., Mehta S.H., Bhaskar R., Sulkowski M., Astemborski J., Thomas D.L., Moore R.E., Afdhal N.H. Prediction of hepatic fibrosis in HIV/HCV co-infected patients using serum fibrosis markers: the SHASTA index // J. Hepatology. – 2005. – Vol. 43. – P. 78-84.</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Lu S.N., Wang J.H., Liu S.L., Hung C.H., Chen C.H., Tung H.D., Chen T.M., Huang W.S., Lee C.M., Chen C.C., Changchien C.S. Thrombocytopenia as a surrogate for cirrhosis and a marker for the identification of patients at high-risk for hepatocellular carcinoma // Cancer. – 2006. – Vol. 107, N 9. – P. 2212-2222.</mixed-citation><mixed-citation xml:lang="en">Lu S.N., Wang J.H., Liu S.L., Hung C.H., Chen C.H., Tung H.D., Chen T.M., Huang W.S., Lee C.M., Chen C.C., Changchien C.S. Thrombocytopenia as a surrogate for cirrhosis and a marker for the identification of patients at high-risk for hepatocellular carcinoma // Cancer. – 2006. – Vol. 107, N 9. – P. 2212-2222.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Ohta T., Sakaguchi K., Fujiwara A., Fujioka S., Iwasaki Y., Makino Y., Araki Y., Shiratori Y. Simple surrogate index of the fibrosis stage in chronic hepatitis C patients using platelet count and serum albumin level // Acta Med. Okayama. – 2006. – Vol. 60, N 2. – P. 77-84.</mixed-citation><mixed-citation xml:lang="en">Ohta T., Sakaguchi K., Fujiwara A., Fujioka S., Iwasaki Y., Makino Y., Araki Y., Shiratori Y. Simple surrogate index of the fibrosis stage in chronic hepatitis C patients using platelet count and serum albumin level // Acta Med. Okayama. – 2006. – Vol. 60, N 2. – P. 77-84.</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Ono E., Shiratori Y., Okudaira T., Imamura M., Teratani T., Kanai F., Kato N., Yoshida H., Shiina S., Omata M. Platelet count reflects stage of chronic hepatitis C // Hepatol Res. – 1999. – Vol. 15. – P. 192-200.</mixed-citation><mixed-citation xml:lang="en">Ono E., Shiratori Y., Okudaira T., Imamura M., Teratani T., Kanai F., Kato N., Yoshida H., Shiina S., Omata M. Platelet count reflects stage of chronic hepatitis C // Hepatol Res. – 1999. – Vol. 15. – P. 192-200.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Patel J., Gordon S.C., Oh E., Smith K., McHutchison J.G. A non-invasive panel of serum fibrosis markers can reliably differentiate hepatitis C patients with minimal fibrosis from those with fibrosis stages F2-F4 // 53rd Annual Meeting of the American Association for the Study of Liver Diseases. – Boston, 2002, [abstract 770].</mixed-citation><mixed-citation xml:lang="en">Patel J., Gordon S.C., Oh E., Smith K., McHutchison J.G. A non-invasive panel of serum fibrosis markers can reliably differentiate hepatitis C patients with minimal fibrosis from those with fibrosis stages F2-F4 // 53rd Annual Meeting of the American Association for the Study of Liver Diseases. – Boston, 2002, [abstract 770].</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Pohl A., Behling C., Oliver D., Kilani M., Monson P., Hassanein T. Serum aminotransferase levels and platelet counts as predictors of degree of fibrosis in chronic hepatitis C virus infection // Am. J. Gastroenterol. – 2001. – Vol. 96. – P. 3142-3146.</mixed-citation><mixed-citation xml:lang="en">Pohl A., Behling C., Oliver D., Kilani M., Monson P., Hassanein T. Serum aminotransferase levels and platelet counts as predictors of degree of fibrosis in chronic hepatitis C virus infection // Am. J. Gastroenterol. – 2001. – Vol. 96. – P. 3142-3146.</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Poynard T., Bedossa P., METAVIR and CLIN-IVIR cooperative studygroups. Age and platelet count: a simple index for predicting the presence of histological lesions in patients with antibodies to hepatitis C virus // J. Viral. Hepatol. – 1997. – Vol. 4. – P. 199-208.</mixed-citation><mixed-citation xml:lang="en">Poynard T., Bedossa P., METAVIR and CLIN-IVIR cooperative studygroups. Age and platelet count: a simple index for predicting the presence of histological lesions in patients with antibodies to hepatitis C virus // J. Viral. Hepatol. – 1997. – Vol. 4. – P. 199-208.</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Sheth S.G., Flamm S.L., Gordon F.D., Chopra S. AST/ALT ratio predicts cirrhosis in patients with chronic hepatitis C virus infection // Am. J. Gastroenterol. – 1998. – Vol. 93. – P. 44-48.</mixed-citation><mixed-citation xml:lang="en">Sheth S.G., Flamm S.L., Gordon F.D., Chopra S. AST/ALT ratio predicts cirrhosis in patients with chronic hepatitis C virus infection // Am. J. Gastroenterol. – 1998. – Vol. 93. – P. 44-48.</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Strader D.B., Wright T., Thomas D.L., Seeff L.B. Diagnosis, management, and treatment of hepatitis C // Hepatology. – 2004. – Vol. 39. – P. 1147-1171.</mixed-citation><mixed-citation xml:lang="en">Strader D.B., Wright T., Thomas D.L., Seeff L.B. Diagnosis, management, and treatment of hepatitis C // Hepatology. – 2004. – Vol. 39. – P. 1147-1171.</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Wai C.T., Greenson J.K., Fontana R.J., Kalb fleisch J.D., Marrero J.A., Conjeevaram H.S., Lok A.S. A simple noninvasive index can predict both significant fibrosis and cirrhosis in patients with chronic hepatitis C // Hepatology. – 2003. – Vol. 38. – P. 518-526.</mixed-citation><mixed-citation xml:lang="en">Wai C.T., Greenson J.K., Fontana R.J., Kalb fleisch J.D., Marrero J.A., Conjeevaram H.S., Lok A.S. A simple noninvasive index can predict both significant fibrosis and cirrhosis in patients with chronic hepatitis C // Hepatology. – 2003. – Vol. 38. – P. 518-526.</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>
