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  • 學位論文

遺傳變異發生在調控元素上之整合系統

REGV Viewer: A web system to integrate genetic variations occurring on regulatory elements and possible affection

指導教授 : 洪炯宗
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摘要


單核甘酸多態性(SNP)和短片段重複序列(STR)是最普遍的遺傳變異,廣泛地分布在物種基因體上且形成物種間的差異。除了遺傳變異,仍然有許多調控元素被發現在基因表現上扮演主要或間接的角色,例如轉錄因子結合位點(TFBS),CpG島(CpG island)上之甲基化位點及微型核醣核酸(miRNA)目標位點。目前沒有任何相關於模擬遺傳變異發生在調控元素上的研究被實作。因此,為了了解並找出如上述之可能的影響,我們發展一個網頁系統工具即REGV Viewer提供一個友善的網頁介面讓使用者能輸入基因名稱或選擇染色體名稱來顯示遺傳變異相關之調控元素的資訊。而且,我們的工具不僅支援邏輯運算的查詢,且顯示大量遺傳變異和調控元素的模擬組合資料、統計圖和圖形化瀏覽。此外,當SNP變異發生在TFBS上,若SNP等位基因頻率(Allele frequency)和TFBS位置權重矩陣被提供,我們的系統也會提供一個參考的分數給使用者去決定和辨別何者因SNP變異而引發之新的TFBS是可能或足夠地重要。

關鍵字

遺傳變異 調控元素

並列摘要


Single nucleotide polymorphisms (SNPs) and short tandem repeats (STRs) are the most common genetic variations which widely spread on the species genome and form the diversities of the species. Except the genetic variations, there are still many regulatory elements such as transcription factor binding sites (TFBSs), DNA methylation sites on CpG islands and microRNA target sites have been found to play the major or indirect roles in regulating gene expression. Currently, there is no any relative work has been down about simulating the genetic variations occurring on regulatory elements. Therefore, in order to understand and find out all the potential affection described above, we develop a web-based system tool namely Regulatory Element and Genetic Variation Viewer (REGV Viewer, REGV for short) which provides a friendly web interface for users to show the information of genetic variations respect to regulatory elements by inputting gene list or selecting one chromosome name. Moreover, our tool not only supports logic operation for querying, but after the submission it also shows the high-throughput simulated and combinative data, statistical graphs and graphical views of genetic variations and regulatory elements. Additionally, when the variations of SNPs occur on TFBSs, and at this time if the SNP allele frequency and TFBS PWMs are provided, our system will also provide a referable score for users to determine and discriminate which new putative TFBSs resulted by SNP variations are potentially or sufficiently significant.

並列關鍵字

regulatory elements genetic variations REGV

參考文獻


Benson, G. (1999). "Tandem repeats finder: a program to analyze DNA sequences." Nucleic Acids Res 27(2): 573-80.
Bhasin, M., H. Zhang, et al. (2005). "Prediction of methylated CpGs in DNA sequences using a support vector machine." FEBS Lett 579(20): 4302-8.
Birney, E., D. Andrews, et al. (2006). "Ensembl 2006." Nucleic Acids Res 34(Database issue): D556-61.
Conde, L., J. M. Vaquerizas, et al. (2004). "PupaSNP Finder: a web tool for finding SNPs with putative effect at transcriptional level." Nucleic Acids Res 32(Web Server issue): W242-8.
Fredman, D., G. Munns, et al. (2004). "HGVbase: a curated resource describing human DNA variation and phenotype relationships." Nucleic Acids Res 32(Database issue): D516-9.

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