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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="en"><front><journal-meta><journal-id journal-id-type="publisher-id">farmaec</journal-id><journal-title-group><journal-title xml:lang="en">FARMAKOEKONOMIKA. Modern Pharmacoeconomics and Pharmacoepidemiology</journal-title><trans-title-group xml:lang="ru"><trans-title>ФАРМАКОЭКОНОМИКА. Современная фармакоэкономика и фармакоэпидемиология</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2070-4909</issn><issn pub-type="epub">2070-4933</issn><publisher><publisher-name>IRBIS LLC</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.17749/2070-4909.2018.11.4.048-060</article-id><article-id custom-type="elpub" pub-id-type="custom">farmaec-270</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="en"><subject>Methodology</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>Методология</subject></subj-group></article-categories><title-group><article-title>Clinical and economic studies on pharmacotherapy of malignant neoplasms: the modeling approach</article-title><trans-title-group xml:lang="ru"><trans-title>Методика проведения клинико-экономических исследований лекарственных препаратов для лечения злокачественных новообразований с применением моделирования</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-6803-4763</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Толкушин</surname><given-names>А. Г.</given-names></name><name name-style="western" xml:lang="en"><surname>Tolkushin</surname><given-names>A. G.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Толкушин Александр Геннадьевич – к.ф.н., главный эксперт, ООО «НИК «Разумный выбор»; ведущий научный сотрудник, ГБУ «НПЦ КИОМТ ДЗМ»;</p><p>ул. Минская, д. 12, корп. 2, Москва 121096</p></bio><bio xml:lang="en"><p>Aleksandr G. Tolkushin – PhD, Chief Expert, LLC “Smart Choice” Independent Research Company; Leading Researcher, Scientific and Practical Center for Clinical Research and Evaluation of Medical Technologies, Department of Healthcare of the City of Moscow;</p><p>12-2 Minskaya Str., Moscow 121096</p></bio><email xlink:type="simple">tolkushin@inbox.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-1438-3631</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Зырянов</surname><given-names>С. К.</given-names></name><name name-style="western" xml:lang="en"><surname>Zyryanov</surname><given-names>S. K.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Зырянов Сергей Кенсаринович – д.м.н., профессор, заведующий кафедрой общей и клинической фармакологии ФГАОУ ВО «Российский Университет Дружбы Народов»; заместитель главного врача по терапии ГКБ 24 ДЗМ;</p><p>Тел. 8(499)2612590;</p><p>Researcher ID: D-8826-2012;</p><p>ул. Миклухо-Маклая, д. 10/3, Москва 117198</p></bio><bio xml:lang="en"><p>Sergej K. Zyryanov – MD, Professor, Head of the Department of General and Clinical Pharmacology, Peoples’ Friendship University of Russia; Deputy Chief Medical Officer, State Clinical Hospital No. 24, Department of Healthcare of the City of Moscow;</p><p>Researcher ID: D-8826-2012;</p><p>10/3 Miklukho-Maklaya Str., Moscow 117198</p></bio><email xlink:type="simple">serguei_kensarin@hotbox.ru</email><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Погудина</surname><given-names>Н. Л.</given-names></name><name name-style="western" xml:lang="en"><surname>Pogudina</surname><given-names>N. L.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Погудина Наталья Леонидовна – к.э.н., генеральный директор;</p><p>Тел: 8(499)4088447;</p><p>Открытое шоссе, д. 23, к. 6, Москва 107143</p></bio><bio xml:lang="en"><p>Natalia L. Pogudina – PhD, Director-General;</p><p>23/6 Otkrytoe shosse, Moscow 107143</p></bio><email xlink:type="simple">pogoudina@ya.ru</email><xref ref-type="aff" rid="aff-3"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Давыдовская</surname><given-names>М. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Davydovskaya</surname><given-names>M. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Давыдовская Мария Вафаевна – д.м.н., профессор кафедры неврологии, нейрохирургии и медицинской генетики РНИМУ им. Н. И. Пирогова; заместитель главного внештатного специалиста-невролога ДЗ города Москвы, зам. директора по науке ГБУ «ЦКИОМТ ДЗМ»;</p><p>ул. Минская, д. 12, корп. 2, Москва 121096</p></bio><bio xml:lang="en"><p>Mariya V. Davydovskaya – MD, PhD, Professor at the Department of Neurology, Neurosurgery and Medical Genetics, Pirogov Russian National Research Medical University; Deputy Chief Consultant in Neurology with the Department of Healthcare of the City of Moscow, Deputy Director for Science, Center for Clinical Research and Evaluation of Medical Technologies;</p><p>12-2 Minskaya Str., Moscow 121096</p></bio><email xlink:type="simple">mdavydovskaya@gmail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru">Государственное бюджетное учреждение города Москвы «Научно-практический центр клинических исследований и оценки медицинских технологий Департамента здравоохранения города Москвы» (ГБУ «НПЦ КИОМТ ДЗМ»)<country>Россия</country></aff><aff xml:lang="en">Research and Practical Center for Clinical Trials and Medical Technology Assessment, Moscow Department of Healthcare<country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru">Федеральное государственное автономное образовательное учреждение&#13;
высшего образования «Российский университет дружбы народов»<country>Россия</country></aff><aff xml:lang="en">Peoples’ Friendship University of Russia<country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-3"><aff xml:lang="ru">ООО «Независимая исследовательская компания «Разумный выбор»<country>Россия</country></aff><aff xml:lang="en">LLC «Independent Research Company «Smart Choice»<country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2018</year></pub-date><pub-date pub-type="epub"><day>09</day><month>03</month><year>2019</year></pub-date><volume>11</volume><issue>4</issue><fpage>48</fpage><lpage>60</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Tolkushin A.G., Zyryanov S.K., Pogudina N.L., Davydovskaya M.V., 2019</copyright-statement><copyright-year>2019</copyright-year><copyright-holder xml:lang="ru">Толкушин А.Г., Зырянов С.К., Погудина Н.Л., Давыдовская М.В.</copyright-holder><copyright-holder xml:lang="en">Tolkushin A.G., Zyryanov S.K., Pogudina N.L., Davydovskaya M.V.</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.pharmacoeconomics.ru/jour/article/view/270">https://www.pharmacoeconomics.ru/jour/article/view/270</self-uri><abstract><p>The aim is to develop a generalized algorithm and methodology for conducting clinical and economic studies (CeS) on medications used in treatment of malignant neoplasms (MnP). Materials and methods. We conducted a literature search and then reviewed the recent reports on similar CeS. In so doing, we paid special attention to the model type, the modeling methodology, information on the effectiveness and cost, the cost elements, performance criteria, the assessment of the CeS final results, as well as the possibility of applying these results to the national healthcare system. We used the methods of generalization, systematization, as well as visual-graphical and mathematical modeling. Results. A general algorithm for conducting a pharmacoeconomic study has been proposed; this includes an effectiveness analysis, a cost analysis and a comparison of costs and effectiveness (cost-effectiveness). The effectiveness analysis includes selection, digitization, and approximation of overall survival (OS) and progression-free survival (PFS) curves followed by their extrapolation. The choice of extrapolation method is discussed. The cost analysis includes calculating the cost of medications in question, the costs associated with the indicated therapy and with adverse events (Ae), as well the costs associated with disease progression (for certain drugs). The possibility of analyzing indirect and non-medical costs is also discussed. A dynamic version of the Markov model pertaining to the first order course of a disease is proposed; this includes the status before progression (first-line therapy), after progression (second-line therapy) and death. Considering the succession of treatments and the availability of additional data, a similar second-order model (and subsequent orders) can be applied to incorporate additional patient’s condition after the first progression to the second progression (second-line therapy) and after the second progression (third-line therapy). Conclusion. A generalized algorithm has been developed and proposed for carrying out CeS of medications used in MnP.</p></abstract><trans-abstract xml:lang="ru"><p>Цель – поиск и описание обобщенного алгоритма и методики проведения клинико-экономических исследований (КЭИ) лекарственных препаратов, применяемых при злокачественных новообразованиях (ЗНО). Материалы и методы. Для разработки обобщенного алгоритма проведения КЭИ лекарственных препаратов, применяемых в онкологии, мы провели литературный поиск и анализ подобных КЭИ, опубликованных за последнее время. При рассмотрении отдельных КЭИ обращали внимание на вид модели, детали методики моделирования, источники информации об эффективности и стоимости, виды затрат, критерии эффективности, единицы измерения конечных результатов КЭИ, а также возможность применения результатов в реальных условиях функционирования отечественной системы здравоохранения. Использовали методы обобщения, систематизации, моделирования, визуально-графические и математические. Результаты. Предложен общий алгоритм проведения фармакоэкономического исследования, который включает анализ эффективности, анализ затрат и сопоставление затрат и эффективности (затраты-эффективность). Анализ эффективности включает выбор, оцифровку и аппроксимацию кривых общей выживаемости (ОВ) и выживаемости без прогрессирования (ВБП) с дальнейшей экстраполяцией. Обсуждается выбор метода экстраполяции. Анализ затрат включает расчет стоимости рассматриваемых лекарственных препаратов, затрат, связанных с их использованием, в том числе затрат на лечение нежелательных явлений (НЯ), а также определение затрат в состоянии прогрессирования (на определенные лекарственные препараты). Также обсуждается возможность анализа непрямых и немедицинских затрат. Предложена динамическая Марковская модель течения ЗНО первого порядка, включающая состояния до прогрессирования (первая линия терапии), после прогрессирования (вторая линия терапии) и смерть. При рассмотрении последовательностей линий терапии и наличии дополнительных данных может быть использована аналогичная модель второго порядка (и последующих порядков), включающая дополнительно состояние после первого прогрессирования до второго прогрессирования (вторая линия терапии) и после второго прогрессирования (третья линия терапии). Заключение. Разработан и описан обобщенный алгоритм проведения КЭИ лекарственных препаратов, применяемых при ЗНО, и т.д.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>Злокачественные новообразования</kwd><kwd>фармакоэкономический анализ</kwd><kwd>клинико-экономическое исследование</kwd><kwd>модель</kwd><kwd>затраты-эффективность</kwd><kwd>стоимость лекарственных препаратов</kwd><kwd>общая выживаемость</kwd><kwd>выживаемость без прогрессирования</kwd></kwd-group><kwd-group xml:lang="en"><kwd>Malignant neoplasms</kwd><kwd>pharmacoeconomic analysis</kwd><kwd>clinical and economic studies</kwd><kwd>model</kwd><kwd>cost-effectiveness</kwd><kwd>cost of medications</kwd><kwd>overall survival</kwd><kwd>progression-free survival</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">Kurian A. W. et al. 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