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研究生: 薛凱薰
Kai-hsun Hsueh
論文名稱: 隨機選取DNA序列包含TFO之機率
On the Probability of Observing a Triplex Forming Oligonucleotide in a Randomly Selected DNA Sequence
指導教授: 許文郁
Wun-Yi Shu
口試委員:
學位類別: 碩士
Master
系所名稱: 理學院 - 統計學研究所
Institute of Statistics
論文出版年: 2006
畢業學年度: 94
語文別: 英文
論文頁數: 48
中文關鍵詞: TFO硬幣投擲模型指數近似
外文關鍵詞: Triplex Forming Oligonucleotides, coin tossing model, exponential approximation
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  • Triplex Forming Oligonucleotide (TFO) is extensively used in gene therapy in recent years. It is a short segment of at least thirteen consecutive purines (A or G) or at least thirteen consecutive pyrimidines (C or T) in a DNA sequence. It is not easy to observe a TFO in a DNA sequence. Hence, determining the probability of finding a TFO in a given DNA sequence is the focus of many academics’ attentions. In past years, some methods evaluating this probability have been proposed. However, most of these methods lack of accuracy.
    In this paper we propose a coin tossing model to describe the occurrence of a TFO in a randomly selected DNA sequence. The expectation and variance of the number of base pairs required to observe a TFO are calculated exactly. The coin tossing model possesses the nice property of approximate memoryless. Hence, the number of tosses needed until the appearance of some specific pattern has a distribution approximate to exponential one. Consequently, the probability of finding a TFO in a given sequence of DNA can be approximated by an exponential distribution. Some simulations are also made to confirm this result.


    Triplex Forming Oligonucleotide (TFO) is extensively used in gene therapy in recent years. It is a short segment of at least thirteen consecutive purines (A or G) or at least thirteen consecutive pyrimidines (C or T) in a DNA sequence. It is not easy to observe a TFO in a DNA sequence. Hence, determining the probability of finding a TFO in a given DNA sequence is the focus of many academics’ attentions. In past years, some methods evaluating this probability have been proposed. However, most of these methods lack of accuracy.
    In this paper we propose a coin tossing model to describe the occurrence of a TFO in a randomly selected DNA sequence. The expectation and variance of the number of base pairs required to observe a TFO are calculated exactly. The coin tossing model possesses the nice property of approximate memoryless. Hence, the number of tosses needed until the appearance of some specific pattern has a distribution approximate to exponential one. Consequently, the probability of finding a TFO in a given sequence of DNA can be approximated by an exponential distribution. Some simulations are also made to confirm this result.

    Contents Abstract i Acknowledgement ii Contents iii Chapter I Introduction 1 Chapter II Tools 3 Chapter III Coin Tossing Model 5 Chapter IV Patterns waiting model 16 Chapter V Application to TFO 38 Chapter VI Simulation 43 Chapter VII Conclusion and Discussion 47 Reference 48

    Goñi, J.R., de la Cruz, X. and Orozco, M. (2004) Triplex-forming oligonucleotide target sequences in the human genome. Nucleic Acids Res., 32. 354-360

    Guntaka, R.V., Varma, B.R. and Weber, K.T. (2003) Triplex-forming oligonucleotides as modulators of gene expression. Int J Biochem Cell Biol. 35. 22-33

    Perkins, B.P., Wilson, J.H., Wensel, T.G. and Vasquez, K.M. (1998) Triplex Targets in the Human Rhodopsin Gene. Biochemistry. 37. 11315-11322

    Ross, S.M. Introduction to probability models, eighth edition. U.S.A. Academic Press

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