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博碩士論文 etd-0829105-165900 詳細資訊
Title page for etd-0829105-165900
論文名稱
Title
利用多目標基因演算法設計基因組之引子
Exon Primers Design Using Multiobjective Genetic Algorithm
系所名稱
Department
畢業學年期
Year, semester
語文別
Language
學位類別
Degree
頁數
Number of pages
50
研究生
Author
指導教授
Advisor
召集委員
Convenor
口試委員
Advisory Committee
口試日期
Date of Exam
2004-06-24
繳交日期
Date of Submission
2005-08-29
關鍵字
Keywords
聚合、多目標最佳化基因演算法、基因組引子設計
Multiobjective Optimization Genetic Algorithm, Exon Primer Design, Polymerase Chain Reaction (PCR)
統計
Statistics
本論文已被瀏覽 5680 次,被下載 1597
The thesis/dissertation has been browsed 5680 times, has been downloaded 1597 times.
中文摘要
基因組是DNA中可以表現的片段,一段可以表現的基因是由很多基因組穿插著introns所組成。DNA經過轉錄和轉譯成蛋白質的過程中,會把introns切除,留下可以表現的基因組。許多研究者為了針對基因組做更深入的研究而需要設計可以在genome上包夾基因組片段的多對引子,再利用聚合
Abstract
Exons are expression DNA sequences. A DNA sequence which includes gene has exons and introns. During transcription and translation, introns will be removed, and exons will remain to become protein. Many researchers need exon primers for PCR experiments. However, it is a difficult to find that many exon primers satisfy all primer design constraints at the same time. Here, we proposed an efficient exon primer design algorithm. The algorithm applies multiobjective genetic algorithm (MGA) instead of the single objective algorithm which can easily lend to unsuitable solutions. And a hash-index algorithm is applied to make specificity checking in a reasonable time. The algorithm has tested by a variety of mRNA sequences. These dry dock experiments show that our proposed algorithm can find primers which satisfy all exon primer design constraints.
目次 Table of Contents
1. Introduction 1
2. Background Materials and Literature Review 4
2.1. Background materials 4
2.1.1. PCR experiment and applications of PCR 4
2.1.2. Exon and Intron 5
2.1.3. Genetic Algorithm and Multiobjective Genetic Algorithm 6
2.2. Literature reviews 9
3. The constraints on PCR and exon primer design 13
3.1. Definition of the proposed algorithm 13
3.2. PCR constraints 14
3.3. Exon primer design 18
3.4. Specificity 20
4. The proposed algorithm 21
4.1. Problem Statement 21
4.2. Alignment 24
4.3. Initialization 24
4.4. Evaluation 25
4.5. Selection 26
4.6. Crossover 28
4.7. Mutation 29
4.8. The Hash-index Method for Specificity Checking 30
5. Dry dock experiments 34
6. Discussion 38
7. Conclusions 41
References 42
參考文獻 References
[1] Sambrook, J. and Russell, D. W. (2001)Molecular Cloning 3rd, Cold Spring Harbor Laboratory Press, New York. 2, 8.1-8.126
[2] Rozen, S. and Skaletsky, H. J. (2000) Primer3 on the WWW for general users and for biologist programmers. In: Krawetz S, Misener S (eds) Bioinformatics Methods and Protocols: Methods in Molecular Biology. Humana Press, Totowa, NJ, 365-386. The source code now is available at http://frodo.wi.mit.edu/primer3/primer3_code.html.
[3] Kent, W. J. (2002) BLAT--The BLAST-Like Alignment Tool. Genome Research. 12, issue 4, 656-664.
[4] Strom, T. M. (2003) ExonPrimers. The software now is available at http://ihg.gsf.de/ihg/ExonPrimer.html
[5] Schageman, J. J. (2004) ELXR: a resource for rapid exon-directed sequence analysis. Genome Biology.
[6] Mullis, K. and Faloona, F. (1987) Methods in enzymology, Academic Press, New York and London. 155, 335
[7] McPherson, M. J., Quirke, P. and Taylor, G. R. (1993) PCR: A Practical Approach. Oxford University Press, New York.
[8] Marth, G., Yeh, R., Minton, M., Donaldson, R., Li, Q., Duan, S., Davenport, R., Miller, R., and Kwok, P. (2001) Single-nucleotide polymorphisms in the public domain: how useful are they? Nature Genetics, 27.
[9] Sunyaev, S., Hanke, J., Aydin, A., Wirkner, U., Zastrow, I., Reich, J., and Bork, P., (1999) Prediction of nonsynonymous single nucleotide polymorphisms in human disease-associated genes. J Mol Med. 77,754-760
[10] Ma X., Jin Q., Forsti A., Hemminki K., and Kumar R., (2000) Single nucleotide polymorphism analyses of the human proliferating cell nuclear antigen (pCNA) and flap endonuclease (FENI) genes. Int J Cancer. 88,938-942
[11] Ohnishi, Y., Tanaka, T., Yamada, R., Suematsu, K., Minami, M., Fujii, K., Hoki, N., Kodama, K., Nagata, S., and Hayashi, T. et al, (2000) Indentification of 187 single nucleotide polymorphisms (SNPs) among 41 candidate genes for ischemic heart disease in the Japanese population. Hum Genet. 106,288-292
[12] Meyer, F., Schleiermacher, C. and Giegerich, R. (1995) GeneFisher software support for the detection of postulated genes. http://bibiserv.techfak.uni-bielefeld.de/docs/gf_paper.html
[13] Rose, T. M., Schultz, E. R., Henikoff, J. G., Pietrokovski, S., McCallum, C. M. and Henikoff, S.(1998) Consensus-degenerate hybrid oligonucletide primers for amplification of distanly-related sequences. Nucleic Acids Res. 26, 1628-1635.
[14] K
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