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Development of Verification Method for The Effectiveness and Safety of Off-Label Drug Use

DC Field Value Language
dc.contributor.advisor손현석-
dc.contributor.author이영미-
dc.date.accessioned2017-07-19T03:15:25Z-
dc.date.available2017-07-19T03:15:25Z-
dc.date.issued2015-02-
dc.identifier.other000000025010-
dc.identifier.urihttps://hdl.handle.net/10371/128315-
dc.description학위논문 (석사)-- 서울대학교 보건대학원 : 보건학과, 2015. 2. 손현석.-
dc.description.abstractABSTRACT

Development of Verification Method for the Effectiveness and Safety of Off-label Drug Use

Young Mee Lee
Laboratory of Computational Biology and Bioinformatics
Graduated School of Public Health
Seoul National University

Development of a new medication is not an easy task being not only financially costly but also very time consuming without any guarantee of success. Information about medications that has been developed and used until now is well accumulated due to technological advances, especially IT technology. This information has allowed more thorough inspection of safety of existing medications. Also, in case of any safety problem, certain medication could be withdrawn from the market. A newly magnified side effect can give a different perspective so that a change in indication leads to the use of new medication. Mechanism of action and target are not clearly known for all medications, but research on unknown medications is ongoing and those new information are being recorded as big data. In addition, gene information of organisms is continuously being added to the data base and offered to the public research for the health and prolonged life of humanity. Usage of thalidomide had once been stopped due to a risky side effect, however, the mechanism of action that caused certain side effect has been verified and it is now being used to treat multiple myeloma with a new indication. This was possible because there has been sufficient research on drug target and disease associated genes. This research will use bioinformatics to examine the effectiveness of pre-existing medications that are used for off-label indications. Under the current circumstance where reference is rare and clinical trials are not possible, this research will study the validity of off-label uses of many drugs to determine whether there are any safety issues based on the accumulated information. On the other hand, this research will give theoretical propriety to well-known off-label uses that pharmaceutical companies avoid due to lack of economic profit. Also, this research will suggest that the process of finding a new indication of a new substance can be developed from pre-existing medication using bioinformatics.

Keywords : Off-label use, Drug repositioning, New indication development, Gene information, Drug information
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dc.description.tableofcontentsTABLE OF CONTENTS

ABSTRACT i
TABLE OF CONTENTS iv
LIST OF TABLES vi
LIST OF FIGURES vii
LIST OF ABBREVIATIONS viii

CHAPTER I. INTRODUCTION
1.1 The Background of Study 1
1.2 The Study of Effectiveness and Safety of the Off-Label Use of Medications 9
1.3 The Necessity of Study Using Bioinformatics 14
1.4 The Purpose of Study 32

CHAPTER II. MATERIALS AND METHODS
2.1 Protein-Protein Interaction Network Based Research using STRING 36
2.2 Drug-similarity Network based Research using Cytoscape 40

CHAPTER III. RESULTS
3.1 The Result of the paired diseases, Schizophrenia-Tourette syndrome 60
3.2 The Result of the paired diseases, Schizophrenia-Panic Disorder 67
3.3 The Result of the paired diseases, Hypertension-Wegener Granulomatosis 69
3.4 The Result of the paired diseases, Panic Disorder-Alzheimer Disease 70
3.5 The Result of the paired diseases, Albinism-Melanoma 73

CHAPTER IV. DISCUSSION 97

CHAPTER V. CONCLUSION AND SUMMARY
5.1 Conclusion 98
5.2 Summary 103

BIBLIOGRAPHY 105

ABSTRACT (Korean) 114
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dc.formatapplication/pdf-
dc.format.extent5191756 bytes-
dc.format.mediumapplication/pdf-
dc.language.isoen-
dc.publisher서울대학교 대학원-
dc.subjectOff-Label Drug Use-
dc.subject.ddc614-
dc.titleDevelopment of Verification Method for The Effectiveness and Safety of Off-Label Drug Use-
dc.typeThesis-
dc.description.degreeMaster-
dc.citation.pagesv, 115-
dc.contributor.affiliation보건대학원 보건학과-
dc.date.awarded2015-02-
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