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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">clinvest</journal-id><journal-title-group><journal-title xml:lang="ru">Качественная клиническая практика</journal-title><trans-title-group xml:lang="en"><trans-title>Kachestvennaya Klinicheskaya Praktika = Good Clinical Practice</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2588-0519</issn><issn pub-type="epub">2618-8473</issn><publisher><publisher-name>ООО «Издательство ОКИ</publisher-name></publisher></journal-meta><article-meta><article-id custom-type="elpub" pub-id-type="custom">clinvest-91</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>КЛИНИЧЕСКИЕ ИССЛЕДОВАНИЯ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>CLINICAL TRIALS</subject></subj-group></article-categories><title-group><article-title>Адаптивный дизайн в клинических исследованиях: преимущества и риски</article-title><trans-title-group xml:lang="en"><trans-title>Adaptive design in clinical trials: benefits and risks</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>Бондарева</surname><given-names>И. Б.</given-names></name><name name-style="western" xml:lang="en"><surname>Bondareva</surname><given-names>I. B.</given-names></name></name-alternatives><email xlink:type="simple">clinvest@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Федеральное государственное бюджетное учреждение «Федеральный научно-клинический центр физико-химической медицины Федерального медико-биологического агентства»</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Federal Research and Clinical Center of Physical-Chemical Medicine of Federal Medical Biological Agency</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2017</year></pub-date><pub-date pub-type="epub"><day>16</day><month>05</month><year>2018</year></pub-date><volume>0</volume><issue>3</issue><fpage>23</fpage><lpage>34</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Бондарева И.Б., 2018</copyright-statement><copyright-year>2018</copyright-year><copyright-holder xml:lang="ru">Бондарева И.Б.</copyright-holder><copyright-holder xml:lang="en">Bondareva I.B.</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.clinvest.ru/jour/article/view/91">https://www.clinvest.ru/jour/article/view/91</self-uri><abstract><p>В последние десятилетия постепенно становится всё более популярным использование методов адаптивного дизайна как средства повышения эффективности ранних и поздних фаз клинических исследований, в частности, путём снижения стоимости, ресурсов и длительности, а также повышения вероятности успеха исследования и получения пациентами более эффективной и безопасной терапии. Проспективно запланированным модификациям могут подвергаться: критерии отбора, размер выборки и/или длительность исследования, параметры рандомизационной процедуры, режимы дозирования, включая число терапевтических групп, сопутствующая терапия, схема оценки состояния пациента, конечные точки, статистические методы. Возможность изменения дизайна в ходе исследования по результатам промежуточного анализа имеет ряд преимуществ перед традиционными исследованиями с фиксированным дизайном. Тем не менее, адаптивные исследования более сложные в исполнении, требуют более тщательного планирования, могут сопровождаться в различной степени статистическими, операционными, логистическими и регуляторными проблемами. Целью этой статьи является обзор основных определений, анализ “за” и “против” применения адаптивного дизайна на разных фазах клинических исследованиях œ статистической и регуляторной точек зрения для лучшего понимания методологии.</p></abstract><trans-abstract xml:lang="en"><p>Over the past several decades, adaptive design methods in clinical trials has become more popular as a way to increase the efficiency of the early and late phases of clinical development by means of reducing costs, resources and duration as well as increasing the likelihood of trial success and the chance for patients of being allocated to the treatment that’s more effective and safe. The following prospectively planned modifications can be implemented in an adaptive study: eligibility criteria, sample size and/or study duration, randomization procedure, treatment regimens, including the number of treatment groups, concomitant medication, patient evaluation schedule, endpoints, statistical methods. Opportunity to change some elements of the design based on interim results during the course of the study provides advantages over the traditional fixed design. Nevertheless, the implementation of adaptive designs is more complex, such trials require more thorough planning, and are often accompanied with various degrees of statistical, procedural, logistic and regulatory issues. The aim of this article is to provide the main definitions, to highlight the pros, cons of adaptive design at different phases of drug development from statistical and regulatory point of view for better understanding of the methodology.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>адаптивные конструкции</kwd><kwd>гибкие конструкции</kwd><kwd>групповые последовательные методы</kwd><kwd>повторная оценка размера выборки</kwd><kwd>прекращение бесперспективности</kwd><kwd>промежуточный анализ</kwd><kwd>операционный уклон</kwd><kwd>статистический уклон</kwd><kwd>adaptive designs</kwd><kwd>flexible designs</kwd><kwd>group sequential methods</kwd><kwd>sample size re-estimation</kwd><kwd>futility stopping</kwd><kwd>interim analyses</kwd><kwd>operational bias</kwd><kwd>statistical bias</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">Chow S.C., Chang M. Adaptive Design Methods in Clinical Trials. Chapman and Hall/CRC Press, Taylor and Francis, New York, NY; 2006.</mixed-citation><mixed-citation xml:lang="en">Chow S.C., Chang M. Adaptive Design Methods in Clinical Trials. Chapman and Hall/CRC Press, Taylor and Francis, New York, NY; 2006.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Chow S.C., Chang M. Adaptive design methods in clinical trials - a review. Orphanet Journal of Rare Diseases 2008; 3: 11-24.</mixed-citation><mixed-citation xml:lang="en">Chow S.C., Chang M. Adaptive design methods in clinical trials - a review. Orphanet Journal of Rare Diseases 2008; 3: 11-24.</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Kairalla J.A., Coffey C.S., Thomann M.A. and Muller K.E. Adaptive trial designs: a review of barriers and opportunities. Trials 2012;, 13: 145-153</mixed-citation><mixed-citation xml:lang="en">Kairalla J.A., Coffey C.S., Thomann M.A. and Muller K.E. Adaptive trial designs: a review of barriers and opportunities. Trials 2012;, 13: 145-153</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Gallo P., Chuang-Stein C., Dragalin V., Gaydos B., Krams M., Pinheiro J. Adaptive design in clinical drug development - an executive summary of the PhRMA Working Group (with discussions). Journal of Biopharmaceutical Statistics 2006; 16 (3): 275-283.</mixed-citation><mixed-citation xml:lang="en">Gallo P., Chuang-Stein C., Dragalin V., Gaydos B., Krams M., Pinheiro J. Adaptive design in clinical drug development - an executive summary of the PhRMA Working Group (with discussions). Journal of Biopharmaceutical Statistics 2006; 16 (3): 275-283.</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Chang M. Adaptive Design Theory and Implementation Using SAS and R. Chapman and Hall/CRC Press, Taylor and Francis, New York, NY; 2007.</mixed-citation><mixed-citation xml:lang="en">Chang M. Adaptive Design Theory and Implementation Using SAS and R. Chapman and Hall/CRC Press, Taylor and Francis, New York, NY; 2007.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Chow S.C., Chang M., Pong A. Statistical consideration of adaptive methods in clinical development. Journal of Biopharmaceutical Statistics 2005; 15: 575-591.</mixed-citation><mixed-citation xml:lang="en">Chow S.C., Chang M., Pong A. Statistical consideration of adaptive methods in clinical development. Journal of Biopharmaceutical Statistics 2005; 15: 575-591.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Ellenberg S.S., Fleming T.R., DeMets D.L. Data Monitoring Committees in Clinical Trials: A Practical Perspective. John Wiley and Sons, New York; 2002.</mixed-citation><mixed-citation xml:lang="en">Ellenberg S.S., Fleming T.R., DeMets D.L. Data Monitoring Committees in Clinical Trials: A Practical Perspective. John Wiley and Sons, New York; 2002.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Dragalin V. Adaptive designs: terminology and classification. Drug Inf J 2006; 40: 425-435.</mixed-citation><mixed-citation xml:lang="en">Dragalin V. Adaptive designs: terminology and classification. Drug Inf J 2006; 40: 425-435.</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Gaydos B., Anderson K.M., Berry D., Burnham N., Chuang-Stein C., Dudinak J., et al. Good practices for adaptive clinical trials in pharmaceutical product development. Drug Information Journal 2009; 43: 539-556.</mixed-citation><mixed-citation xml:lang="en">Gaydos B., Anderson K.M., Berry D., Burnham N., Chuang-Stein C., Dudinak J., et al. Good practices for adaptive clinical trials in pharmaceutical product development. Drug Information Journal 2009; 43: 539-556.</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Quinlan J., Krams M. Implementing adaptive designs: logistical and operational considerations. Drug Inf J 2006; 40 (4): 437-44.</mixed-citation><mixed-citation xml:lang="en">Quinlan J., Krams M. Implementing adaptive designs: logistical and operational considerations. Drug Inf J 2006; 40 (4): 437-44.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Lachin J.M. Statistical properties of randomization in clinical trials. Controlled Clinical Trials 1988; 9: 289-311.</mixed-citation><mixed-citation xml:lang="en">Lachin J.M. Statistical properties of randomization in clinical trials. Controlled Clinical Trials 1988; 9: 289-311.</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Rosenberger W.F., Stallard N., Ivanova A., Harper C.N., Ricks M.L. Optimal adaptive designs for binary response trials. Biometrics 2001; 57: 909-913.</mixed-citation><mixed-citation xml:lang="en">Rosenberger W.F., Stallard N., Ivanova A., Harper C.N., Ricks M.L. Optimal adaptive designs for binary response trials. Biometrics 2001; 57: 909-913.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Hardwick J.P., Stout Q.F. Optimal few-stage designs. Journal of Statistical Planning and Inference 2002; 104: 121-145.</mixed-citation><mixed-citation xml:lang="en">Hardwick J.P., Stout Q.F. Optimal few-stage designs. Journal of Statistical Planning and Inference 2002; 104: 121-145.</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Lan K.K.G., DeMets D.L. Group sequential procedures: calendar versus information time. Statistics in Medicine 1987; 8: 1191-1198.</mixed-citation><mixed-citation xml:lang="en">Lan K.K.G., DeMets D.L. Group sequential procedures: calendar versus information time. Statistics in Medicine 1987; 8: 1191-1198.</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Posch M., Bauer P. Adaptive two-stage designs and the conditional error function. Biometrical Journal 1999; 41: 689-696.</mixed-citation><mixed-citation xml:lang="en">Posch M., Bauer P. Adaptive two-stage designs and the conditional error function. Biometrical Journal 1999; 41: 689-696.</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Lehmacher W., Wassmer G. Adaptive sample size calculations in group sequential trials. Biometrics 1999; 55: 1286-1290.</mixed-citation><mixed-citation xml:lang="en">Lehmacher W., Wassmer G. Adaptive sample size calculations in group sequential trials. Biometrics 1999; 55: 1286-1290.</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Liu Q., Proschan M.A., Pledger G.W. A unified theory of two-stage adaptive designs. Journal of American Statistical Association 2002; 97: 1034-1041.</mixed-citation><mixed-citation xml:lang="en">Liu Q., Proschan M.A., Pledger G.W. A unified theory of two-stage adaptive designs. Journal of American Statistical Association 2002; 97: 1034-1041.</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Jennison C., Turnbull B. W. Group Sequential Methods with Applications to Clinical Trials. Chapman and Hall, New York, NY; 2000.</mixed-citation><mixed-citation xml:lang="en">Jennison C., Turnbull B. W. Group Sequential Methods with Applications to Clinical Trials. Chapman and Hall, New York, NY; 2000.</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Jennison C., Turnbull B.W. Meta-analysis and adaptive group sequential design in the clinical development process. J Biopharm Stat 2005; 15 (4): 537-558.</mixed-citation><mixed-citation xml:lang="en">Jennison C., Turnbull B.W. Meta-analysis and adaptive group sequential design in the clinical development process. J Biopharm Stat 2005; 15 (4): 537-558.</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Cui L., Hung H.M.J., Wang S.J. Modification of sample size in group sequential trials. Biometrics 1999; 55: 853-857.</mixed-citation><mixed-citation xml:lang="en">Cui L., Hung H.M.J., Wang S.J. Modification of sample size in group sequential trials. Biometrics 1999; 55: 853-857.</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Shih W.J. Group sequential, sample size re-estimation and two-stage adaptive designs in clinical trials: a comparison. Statistics in Medicine 2006; 25: 933-941.</mixed-citation><mixed-citation xml:lang="en">Shih W.J. Group sequential, sample size re-estimation and two-stage adaptive designs in clinical trials: a comparison. Statistics in Medicine 2006; 25: 933-941.</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Chung-Stein C., Anderson K., Gallo P., Collins S. Sample size reestimation: a review and recommendations. Drug Information Journal 2006; 40: 475-484.</mixed-citation><mixed-citation xml:lang="en">Chung-Stein C., Anderson K., Gallo P., Collins S. Sample size reestimation: a review and recommendations. Drug Information Journal 2006; 40: 475-484.</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Vandemeulebroeke M. Group sequential and adaptive designs-a review of basic concepts and points of discussion. Biometrical J 2008; 50: 541-557.</mixed-citation><mixed-citation xml:lang="en">Vandemeulebroeke M. Group sequential and adaptive designs-a review of basic concepts and points of discussion. Biometrical J 2008; 50: 541-557.</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Reflection paper on methodological issues in confirmatory clinical trials planned with an adaptive design (2007). European Medicines Agency. http://www. ema.europa.eu/docs/en_GB/document_library/Scientific_guideline/2009/09/WC500003616.pdf</mixed-citation><mixed-citation xml:lang="en">Reflection paper on methodological issues in confirmatory clinical trials planned with an adaptive design (2007). European Medicines Agency. http://www. ema.europa.eu/docs/en_GB/document_library/Scientific_guideline/2009/09/WC500003616.pdf</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Guidance for Industry (2010) Adaptive Design Clinical Trials for Drugs and Biologicals. Food and Drug Administration. www.fda.gov</mixed-citation><mixed-citation xml:lang="en">Guidance for Industry (2010) Adaptive Design Clinical Trials for Drugs and Biologicals. Food and Drug Administration. www.fda.gov</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Morgan S., Grootendorst P., Lexchin J., Cunningham L., Greyson D. The cost of drug development: a systematic review. Health Policy 2011; 100 (1): 4-17.</mixed-citation><mixed-citation xml:lang="en">Morgan S., Grootendorst P., Lexchin J., Cunningham L., Greyson D. The cost of drug development: a systematic review. Health Policy 2011; 100 (1): 4-17.</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Hay M., Thomas D.W., Craighead J.L., Economides C., Rosenthal J. Clinical development success rates for investigational drugs. Nat. Biotechnol. 2014; 32 (1): 40-51.</mixed-citation><mixed-citation xml:lang="en">Hay M., Thomas D.W., Craighead J.L., Economides C., Rosenthal J. Clinical development success rates for investigational drugs. Nat. Biotechnol. 2014; 32 (1): 40-51.</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Sacks L.V., Shamsuddin H.H., Yasinskaya Y.I, Bouri K, LanthierM.L., Sherman R.E. Scientific and Regulatory Reasons for Delay and Denial of FDA Approval of Initial Applications for New Drugs, 2000-2012. JAMA 2014; 311 (4): 378-384.</mixed-citation><mixed-citation xml:lang="en">Sacks L.V., Shamsuddin H.H., Yasinskaya Y.I, Bouri K, LanthierM.L., Sherman R.E. Scientific and Regulatory Reasons for Delay and Denial of FDA Approval of Initial Applications for New Drugs, 2000-2012. JAMA 2014; 311 (4): 378-384.</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Hay M., Rosenthal J., Thomas D., Craighead J. Bio/BioMedTracker clinical trial success rates study. Presented at: BIO CEO &amp; Investor Conference, 15 February 2011.</mixed-citation><mixed-citation xml:lang="en">Hay M., Rosenthal J., Thomas D., Craighead J. Bio/BioMedTracker clinical trial success rates study. Presented at: BIO CEO &amp; Investor Conference, 15 February 2011.</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Bauer P., Bretz F., Dragalin V., Konig F., Wassmer G. Twenty-five years of confirmatory adaptive designs: opportunities and pitfalls. Stat Med 2016; 35: 325-47.</mixed-citation><mixed-citation xml:lang="en">Bauer P., Bretz F., Dragalin V., Konig F., Wassmer G. Twenty-five years of confirmatory adaptive designs: opportunities and pitfalls. Stat Med 2016; 35: 325-47.</mixed-citation></citation-alternatives></ref><ref id="cit31"><label>31</label><citation-alternatives><mixed-citation xml:lang="ru">Brannath W., Koenig F., Bauer P. Multiplicity and flexibility in clinical trials. Pharm Stat 2007; 6: 205-216.</mixed-citation><mixed-citation xml:lang="en">Brannath W., Koenig F., Bauer P. Multiplicity and flexibility in clinical trials. Pharm Stat 2007; 6: 205-216.</mixed-citation></citation-alternatives></ref><ref id="cit32"><label>32</label><citation-alternatives><mixed-citation xml:lang="ru">Bauer P., Einfalt J. Application of adaptive designs - a review. Biom J 2006;48 (4): 493-506.</mixed-citation><mixed-citation xml:lang="en">Bauer P., Einfalt J. Application of adaptive designs - a review. Biom J 2006;48 (4): 493-506.</mixed-citation></citation-alternatives></ref><ref id="cit33"><label>33</label><citation-alternatives><mixed-citation xml:lang="ru">Coffey C.S., Kairalla J.A. Adaptive clinical trials. Drugs R&amp;D. 2008; 9 (4): 229-42.</mixed-citation><mixed-citation xml:lang="en">Coffey C.S., Kairalla J.A. Adaptive clinical trials. Drugs R&amp;D. 2008; 9 (4): 229-42.</mixed-citation></citation-alternatives></ref><ref id="cit34"><label>34</label><citation-alternatives><mixed-citation xml:lang="ru">Coffey C.S., Levin B., Clark C., Timmerman C., Wittes J., Gilbert P., et al. Overview, hurdles, and future work in adaptive designs: perspectives from a National Institutes of Health-funded workshop. Clin Trials. 2012; 9 (6): 671-80.</mixed-citation><mixed-citation xml:lang="en">Coffey C.S., Levin B., Clark C., Timmerman C., Wittes J., Gilbert P., et al. Overview, hurdles, and future work in adaptive designs: perspectives from a National Institutes of Health-funded workshop. Clin Trials. 2012; 9 (6): 671-80.</mixed-citation></citation-alternatives></ref><ref id="cit35"><label>35</label><citation-alternatives><mixed-citation xml:lang="ru">Retzios A.D. Innovation in Drug Development: Adaptive Designs for Clinical Trial. 2010. Bay Clinical R&amp;D Services.</mixed-citation><mixed-citation xml:lang="en">Retzios A.D. Innovation in Drug Development: Adaptive Designs for Clinical Trial. 2010. Bay Clinical R&amp;D Services.</mixed-citation></citation-alternatives></ref><ref id="cit36"><label>36</label><citation-alternatives><mixed-citation xml:lang="ru">van der Graaf R., Roes K.C., van Delden J.J. Adaptive trials in clinical research: scientific and ethical issues to consider. JAMA 2012; 307: 2379-2380.</mixed-citation><mixed-citation xml:lang="en">van der Graaf R., Roes K.C., van Delden J.J. Adaptive trials in clinical research: scientific and ethical issues to consider. JAMA 2012; 307: 2379-2380.</mixed-citation></citation-alternatives></ref><ref id="cit37"><label>37</label><citation-alternatives><mixed-citation xml:lang="ru">Bornkamp B., Bretz F., Dmitrienko A., Enas G., Gaydos B., Hsu C., et al. Innovative approaches for designing and analyzing adaptive dose-ranging trials. JBiopharm Stat 2007; 17: 965-995.</mixed-citation><mixed-citation xml:lang="en">Bornkamp B., Bretz F., Dmitrienko A., Enas G., Gaydos B., Hsu C., et al. Innovative approaches for designing and analyzing adaptive dose-ranging trials. JBiopharm Stat 2007; 17: 965-995.</mixed-citation></citation-alternatives></ref><ref id="cit38"><label>38</label><citation-alternatives><mixed-citation xml:lang="ru">Freidlin B., Simon R. Evaluation of randomized discontinuation design. J Clin Oncol 2005; 23: 5094-5098.</mixed-citation><mixed-citation xml:lang="en">Freidlin B., Simon R. Evaluation of randomized discontinuation design. J Clin Oncol 2005; 23: 5094-5098.</mixed-citation></citation-alternatives></ref><ref id="cit39"><label>39</label><citation-alternatives><mixed-citation xml:lang="ru">Wang S.J., Hung H.M.J., O’Neill R. T. Adaptive patient enrichment designs in therapeutic trials. Biometrical J 2009; 51: 358-374.</mixed-citation><mixed-citation xml:lang="en">Wang S.J., Hung H.M.J., O’Neill R. T. Adaptive patient enrichment designs in therapeutic trials. Biometrical J 2009; 51: 358-374.</mixed-citation></citation-alternatives></ref><ref id="cit40"><label>40</label><citation-alternatives><mixed-citation xml:lang="ru">Bretz F., Koenig F., Brannath W., Glimm E., Posch M. Adaptive designs for confirmatory clinical trials. Stat Med 2009; 28: 1181-1217.</mixed-citation><mixed-citation xml:lang="en">Bretz F., Koenig F., Brannath W., Glimm E., Posch M. Adaptive designs for confirmatory clinical trials. Stat Med 2009; 28: 1181-1217.</mixed-citation></citation-alternatives></ref><ref id="cit41"><label>41</label><citation-alternatives><mixed-citation xml:lang="ru">Chuang-Stein C., Beltangady M. FDA draft guidance on adaptive design clinical trials: Pfizer’s perspective. J Biopharm Stat 2010; 20 (6): 1143-9.</mixed-citation><mixed-citation xml:lang="en">Chuang-Stein C., Beltangady M. FDA draft guidance on adaptive design clinical trials: Pfizer’s perspective. J Biopharm Stat 2010; 20 (6): 1143-9.</mixed-citation></citation-alternatives></ref><ref id="cit42"><label>42</label><citation-alternatives><mixed-citation xml:lang="ru">Cook T., DeMets D.L. Review of draft FDA adaptive design guidance. J Biopharm Stat 2010; 20 (6): 1132-42.</mixed-citation><mixed-citation xml:lang="en">Cook T., DeMets D.L. Review of draft FDA adaptive design guidance. J Biopharm Stat 2010; 20 (6): 1132-42.</mixed-citation></citation-alternatives></ref><ref id="cit43"><label>43</label><citation-alternatives><mixed-citation xml:lang="ru">Gallo P., Anderson K., Chuang-Stein C., Dragalin V., Gaydos B., Krams M., et al. Viewpoints on the FDA draft adaptive designs guidance from the PhRMA working group. J Biopharm Stat 2010; 20 (6): 1115-24.</mixed-citation><mixed-citation xml:lang="en">Gallo P., Anderson K., Chuang-Stein C., Dragalin V., Gaydos B., Krams M., et al. Viewpoints on the FDA draft adaptive designs guidance from the PhRMA working group. J Biopharm Stat 2010; 20 (6): 1115-24.</mixed-citation></citation-alternatives></ref><ref id="cit44"><label>44</label><citation-alternatives><mixed-citation xml:lang="ru">Brannath W., Burger H.U., Glimm E., Stallard N., Vandemeulebroecke M., et al. Comments on the draft guidance on “adaptive design clinical trials for drugs and biologics” of the U.S. Food and Drug Administration. J Biopharm Stat 2010; 20: 1125-1131.</mixed-citation><mixed-citation xml:lang="en">Brannath W., Burger H.U., Glimm E., Stallard N., Vandemeulebroecke M., et al. Comments on the draft guidance on “adaptive design clinical trials for drugs and biologics” of the U.S. Food and Drug Administration. J Biopharm Stat 2010; 20: 1125-1131.</mixed-citation></citation-alternatives></ref><ref id="cit45"><label>45</label><citation-alternatives><mixed-citation xml:lang="ru">Rong Y. Regulations on Adaptive Design Clinical Trials. Pharmaceut Reg Affairs 2014; 3: 116-123.</mixed-citation><mixed-citation xml:lang="en">Rong Y. Regulations on Adaptive Design Clinical Trials. Pharmaceut Reg Affairs 2014; 3: 116-123.</mixed-citation></citation-alternatives></ref><ref id="cit46"><label>46</label><citation-alternatives><mixed-citation xml:lang="ru">Jaki T. Uptake of novel statistical methods for early-phase clinical studies in the UK public sector. Clin Trials 2013; 10 (2): 344-6.</mixed-citation><mixed-citation xml:lang="en">Jaki T. Uptake of novel statistical methods for early-phase clinical studies in the UK public sector. Clin Trials 2013; 10 (2): 344-6.</mixed-citation></citation-alternatives></ref><ref id="cit47"><label>47</label><citation-alternatives><mixed-citation xml:lang="ru">Dimairo M., Boote J., Julious S.A., Nicholl J.P., Todd S. Missing steps in a staircase: a qualitative study of the perspectives of key stakeholders on the use of adaptive designs in confirmatory trials. Trials. 2015; 16 (1): 430-446.</mixed-citation><mixed-citation xml:lang="en">Dimairo M., Boote J., Julious S.A., Nicholl J.P., Todd S. Missing steps in a staircase: a qualitative study of the perspectives of key stakeholders on the use of adaptive designs in confirmatory trials. Trials. 2015; 16 (1): 430-446.</mixed-citation></citation-alternatives></ref><ref id="cit48"><label>48</label><citation-alternatives><mixed-citation xml:lang="ru">Development TCftSoD. The Adoption and Impact of Adaptive Trial Designs. Boston, MA, USA: TUFTS University. 2013.</mixed-citation><mixed-citation xml:lang="en">Development TCftSoD. The Adoption and Impact of Adaptive Trial Designs. Boston, MA, USA: TUFTS University. 2013.</mixed-citation></citation-alternatives></ref><ref id="cit49"><label>49</label><citation-alternatives><mixed-citation xml:lang="ru">Hatfield I., Allison A., Flight L, Julious S.A., Dimairo M. Adaptive designs undertaken in clinical research: a review of registered clinical trials. Trials 2016; 17: 150-163.</mixed-citation><mixed-citation xml:lang="en">Hatfield I., Allison A., Flight L, Julious S.A., Dimairo M. Adaptive designs undertaken in clinical research: a review of registered clinical trials. Trials 2016; 17: 150-163.</mixed-citation></citation-alternatives></ref><ref id="cit50"><label>50</label><citation-alternatives><mixed-citation xml:lang="ru">Quinlan J., Gaydos B., Maca J., Krams M. Barriers and opportunities for implementation of adaptive designs in pharmaceutical product development. Clin Trials 2010; 7 (2): 167-73.</mixed-citation><mixed-citation xml:lang="en">Quinlan J., Gaydos B., Maca J., Krams M. Barriers and opportunities for implementation of adaptive designs in pharmaceutical product development. Clin Trials 2010; 7 (2): 167-73.</mixed-citation></citation-alternatives></ref><ref id="cit51"><label>51</label><citation-alternatives><mixed-citation xml:lang="ru">Elsäßer A., Regnstrom J., Vetter T., Koenig F., Hemmings R.J., Greco M., et al. Adaptive clinical trial designs for European marketing authorization: a survey of scientific advice letters from the European Medicines Agency. Trials 2014; 15 (1): 383-393.</mixed-citation><mixed-citation xml:lang="en">Elsäßer A., Regnstrom J., Vetter T., Koenig F., Hemmings R.J., Greco M., et al. Adaptive clinical trial designs for European marketing authorization: a survey of scientific advice letters from the European Medicines Agency. Trials 2014; 15 (1): 383-393.</mixed-citation></citation-alternatives></ref><ref id="cit52"><label>52</label><citation-alternatives><mixed-citation xml:lang="ru">Morgan C.C., Huyck S., Jenkins M., Chen L., Bedding A., Coffey C.S., et al. Adaptive design: results of 2012 survey on perception and use. Ther Innov Regul Sci 2014; 48 (4): 473-81.</mixed-citation><mixed-citation xml:lang="en">Morgan C.C., Huyck S., Jenkins M., Chen L., Bedding A., Coffey C.S., et al. Adaptive design: results of 2012 survey on perception and use. Ther Innov Regul Sci 2014; 48 (4): 473-81.</mixed-citation></citation-alternatives></ref><ref id="cit53"><label>53</label><citation-alternatives><mixed-citation xml:lang="ru">Chow S.C., Corey R. Benefits, challenges and obstacles of adaptive clinical trial designs. Orph J Rare Dis 2011; 6: 79-89.</mixed-citation><mixed-citation xml:lang="en">Chow S.C., Corey R. Benefits, challenges and obstacles of adaptive clinical trial designs. Orph J Rare Dis 2011; 6: 79-89.</mixed-citation></citation-alternatives></ref><ref id="cit54"><label>54</label><citation-alternatives><mixed-citation xml:lang="ru">Cheung K., Kaufmann P. Efficiency perspectives on adaptive designs in stroke clinical trials. Stroke 2011; 42: 2990-2994.</mixed-citation><mixed-citation xml:lang="en">Cheung K., Kaufmann P. Efficiency perspectives on adaptive designs in stroke clinical trials. Stroke 2011; 42: 2990-2994.</mixed-citation></citation-alternatives></ref><ref id="cit55"><label>55</label><citation-alternatives><mixed-citation xml:lang="ru">Coffey C.S. You may worked on more adaptive designs than you think. Stroke 2015; 46 (2): 26-28.</mixed-citation><mixed-citation xml:lang="en">Coffey C.S. You may worked on more adaptive designs than you think. Stroke 2015; 46 (2): 26-28.</mixed-citation></citation-alternatives></ref><ref id="cit56"><label>56</label><citation-alternatives><mixed-citation xml:lang="ru">Berry D.A. Adaptive clinical trials: the promise and the caution. J Clin Oncol 2011; 29 (6): 606-9.</mixed-citation><mixed-citation xml:lang="en">Berry D.A. Adaptive clinical trials: the promise and the caution. J Clin Oncol 2011; 29 (6): 606-9.</mixed-citation></citation-alternatives></ref><ref id="cit57"><label>57</label><citation-alternatives><mixed-citation xml:lang="ru">Kaplan R., Maughan T., Crook A., Fisher D., Wilson R., Brown L., et al. Evaluating many treatments and biomarkers in oncology: a new design. J Clin Oncol. 2013; 31 (36): 4562-8.</mixed-citation><mixed-citation xml:lang="en">Kaplan R., Maughan T., Crook A., Fisher D., Wilson R., Brown L., et al. Evaluating many treatments and biomarkers in oncology: a new design. J Clin Oncol. 2013; 31 (36): 4562-8.</mixed-citation></citation-alternatives></ref><ref id="cit58"><label>58</label><citation-alternatives><mixed-citation xml:lang="ru">Elman S.A., Ware J.H., Gottlieb A.B., Merola J.F. Adaptive Clinical Trial Design: An Overview and Potential Applications in Dermatology. Journal of Investigative Dermatology 2016; 136: 1325-1329.</mixed-citation><mixed-citation xml:lang="en">Elman S.A., Ware J.H., Gottlieb A.B., Merola J.F. Adaptive Clinical Trial Design: An Overview and Potential Applications in Dermatology. Journal of Investigative Dermatology 2016; 136: 1325-1329.</mixed-citation></citation-alternatives></ref><ref id="cit59"><label>59</label><citation-alternatives><mixed-citation xml:lang="ru">Hanna N.H., Kaiser R., Sullivan R.N., Aren O.R., Ahn M.J., Tiangco B., et al. Nintedanib plus pemetrexed versus placebo plus pemetrexed in patients with relapsed or refractory, advanced non-small cell lung cancer (LUME-Lung 2): a randomized, double-blind, phase III trial. Lung Cancer 2016; 102: 65-73.</mixed-citation><mixed-citation xml:lang="en">Hanna N.H., Kaiser R., Sullivan R.N., Aren O.R., Ahn M.J., Tiangco B., et al. Nintedanib plus pemetrexed versus placebo plus pemetrexed in patients with relapsed or refractory, advanced non-small cell lung cancer (LUME-Lung 2): a randomized, double-blind, phase III trial. Lung Cancer 2016; 102: 65-73.</mixed-citation></citation-alternatives></ref><ref id="cit60"><label>60</label><citation-alternatives><mixed-citation xml:lang="ru">Lesaffre E., Edelman M.J., Hanna N.H., Park K., Thatcher N., Willemsen S., et al. Statistical controversies in clinical research: Futility analyses in oncology - lessons on potential pitfalls from a randomized controlled trial. Annals of Oncology 2017; 28 (7): 1419-1426.</mixed-citation><mixed-citation xml:lang="en">Lesaffre E., Edelman M.J., Hanna N.H., Park K., Thatcher N., Willemsen S., et al. Statistical controversies in clinical research: Futility analyses in oncology - lessons on potential pitfalls from a randomized controlled trial. Annals of Oncology 2017; 28 (7): 1419-1426.</mixed-citation></citation-alternatives></ref><ref id="cit61"><label>61</label><citation-alternatives><mixed-citation xml:lang="ru">Jitlal M., Khan I., Lee S.M., Hackshaw A. Stopping clinical trials early for futility: retrospective analysis of several randomised clinical studies. Br J Cancer 2012; 107: 910-917.</mixed-citation><mixed-citation xml:lang="en">Jitlal M., Khan I., Lee S.M., Hackshaw A. Stopping clinical trials early for futility: retrospective analysis of several randomised clinical studies. Br J Cancer 2012; 107: 910-917.</mixed-citation></citation-alternatives></ref><ref id="cit62"><label>62</label><citation-alternatives><mixed-citation xml:lang="ru">Hughes S., Cuffe R.L., Lieftucht A., Garrett Nichols W. Informing the selection of futility stopping thresholds: case study from a late-phase clinical trial. Pharm Stat 2009; 8: 25-37.</mixed-citation><mixed-citation xml:lang="en">Hughes S., Cuffe R.L., Lieftucht A., Garrett Nichols W. Informing the selection of futility stopping thresholds: case study from a late-phase clinical trial. Pharm Stat 2009; 8: 25-37.</mixed-citation></citation-alternatives></ref><ref id="cit63"><label>63</label><citation-alternatives><mixed-citation xml:lang="ru">Ravandi F., Ritchie E.K., Sayar H., Lancet J.E, Craig M.D., Vey N., et al. Vosaroxin plus cytarabine versus placebo plus cytarabine in patients with first relapsed or refractory acute myeloid leukaemia (VALOR): a randomised, controlled, double-blind, multinational, phase 3 study. Lancet Oncol 2015; 16 (9): 1025-1036.</mixed-citation><mixed-citation xml:lang="en">Ravandi F., Ritchie E.K., Sayar H., Lancet J.E, Craig M.D., Vey N., et al. Vosaroxin plus cytarabine versus placebo plus cytarabine in patients with first relapsed or refractory acute myeloid leukaemia (VALOR): a randomised, controlled, double-blind, multinational, phase 3 study. Lancet Oncol 2015; 16 (9): 1025-1036.</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>
