跳到主要內容

臺灣博碩士論文加值系統

(44.201.72.250) 您好!臺灣時間:2023/10/02 22:21
字體大小: 字級放大   字級縮小   預設字形  
回查詢結果 :::

詳目顯示

我願授權國圖
: 
twitterline
研究生:陳淑珍
研究生(外文):Shu-Jhen Chen
論文名稱:連鎖分析之定批量全基因組掃描策略
論文名稱(外文):A Fixed-Batch-Size Genomewide Scan Strategy in Linkage Analysis
指導教授:戴政戴政引用關係
學位類別:碩士
校院名稱:國立臺灣大學
系所名稱:流行病學研究所
學門:醫藥衛生學門
學類:公共衛生學類
論文種類:學術論文
論文出版年:2005
畢業學年度:93
語文別:中文
論文頁數:77
中文關鍵詞:傳遞不平衡檢定三元體單一核苷酸多型性連鎖不平衡
外文關鍵詞:transmission/disequilibrium testtriadSNPlinkage disequilibrium
相關次數:
  • 被引用被引用:1
  • 點閱點閱:154
  • 評分評分:
  • 下載下載:0
  • 收藏至我的研究室書目清單書目收藏:1
連鎖分析(linkage analysis)已成功地運用在基因定位,尤其是人類單基因疾病所在染色體上之位置。一般可藉由等距的標識基因進行全基因組連鎖掃描。普遍的作法為判定(type)樣本中之每個個體在每個標識基因座的基因型,再進行連鎖分析。然而,這樣的作法浪費太多人力與時間在大範圍且無顯示任何連鎖證據的基因組內作基因比對。因此,連鎖分析之基因組掃描的有效設計是一個很重要的議題。
本研究提出一個定批量全基因組掃描策略,逐步選取標識基因,透過無母數分析方法之傳遞不平衡檢定(TDT),去偵測出與疾病基因相關的標識基因。最後,本研究使用電腦模擬檢驗此策略的節省效率。主要的目的是使進行基因組掃描的標識基因數能減到最少。模擬結果顯示:(1)此策略能有效節省標識基因數。(2)所需的標識基因數會隨著連鎖不平衡係數與遺傳模式而改變,但不會因疾病基因座位置不同而有所變化。本研究之定批量全基因組掃描策略在相乘性遺傳模式中的節省效率為最佳,尤其是在強連鎖不平衡之下。
Using multiple markers to perform linkage analysis to localize genes for many monogenic human diseases has been shown successful during past years. The usual strategy is to take equally spaced markers to perform a global linkage search of the whole genome. The common approach is to type every individual in the sample at every marker locus. However, such an approach is extremely costly in labor and time because a lot of effort is wasted in genotyping large areas of the genome that do not show evidence for linkage. Developing an efficient search strategy for genome scans is therefore an important issue in linkage analysis.
In the present study, we proposed a fixed-batch-size genomewide scan strategy to select markers stepwisely to undergo linkage analysis. The transmission/disequilibrium test was used under the design of triad families. We conducted simulations to investigate the saving efficiency of the strategy. Our simulation results showed that: (1) this strategy could minimize the required number of markers in the study. (2) the required number of markers varies with the linkage disequilibrium coefficient and the mode of inheritance, but not with the disease position. The most efficient fixed-batch-size genomewide scan is for the multiplicative models, especially when the linkage disequilibrium coefficient is large.
第一章 緒論 1
第一節 研究背景 1
第二節 文獻回顧 8
第三節 研究動機 11
第二章 研究方法 13
第一節 符號定義 13
第二節 資料結構 23
第三節 統計檢定方法 25
第四節 研究策略方法 27
第三章 模擬研究 35
第一節 模擬設定 35
第二節 模擬結果 41
第四章 結論與討論 48
第一節 結論 48
第二節 討論 52
參考文獻 54
附錄A 57
附錄B 66
Benjamini Y, and Hochberg Y. 1995. Controlling the false discovery rate: a practical and powerful approach to multiple testing. J R Statist Soc B 57:289-300.
Benjamini Y, and Hochberg Y. 2000. On the adaptive control of the false discovery rate in muliple testing with indendent statistics. J Educ Behav Statist 25:60-83.
Camp NJ. 1997. Genomewide transmission/disequilibrium testing consideration of the
genotypic relative risks at disease loci. Am J Hum Genet 61:1424-1430.
David ME, and Lon RC. 2004. Guidelines for genotyping in genomewide linkage studies: Single-nucleotide–polymorphism maps versus microsatellite maps. Am J Hum Genet 75:687–692.
Elston RC. 1994. P value, power, and pitfalls in the linkage analysis of psychiatric disorders. In “Genetic Approaches to Mental Disorders: Proceedings of the Annual Meeting of the American Psychopathological Association” (E. S. Gershon and C. R. Cloninger, eds.), pp. 3-21. American Psychiatric Press, Washington, DC.
Elston RC, Guo X, and Williams LV. 1996. Two-stage global search designs for linkage analysis using pairs of affected relatives. Genet Epidemiol 13:535-558.
Guo X, and Elston RC. 2001. One-stage versus two-stage strategies for genome scans. Advances in genetics 42:459-471
Hanson R, Ehm M, Pettitt D, Prochazka M, Foroud T, Kobes S, Baier L, et al. 1998. An autosomal genomic scan for loci linked to type 2 diabetes mellitus and body mass index in Pima Indians: an obesity-diabetes locus at 11Q23-25. Am J Hum Genet 63:1130–1138.
Hauser ER, Crossman DC, et al. 2004. A genomewide scan for early-onset coronary artery disease in 438 families: The GENECARD study. Am J Hum Genet 75:436–447
Hauser ER, Boehnke M, Guo SW, and Risch N. 1996. Affected-sib-pair interval mapping and exclusion for complex genetic traits: Sampling consideration. Genet Epidemiol 13:117-137.
Holmans P, and Craddock N. 1997. Efficient strategies for genome scanning using maximum-likelihood affected-sib-pair analysis. Am J Hum Genet 60:657-666.
Hsueh HM, Chen J, and Kodell R. 2003. Comparison of methods for estimating the number of true null hypotheses in multiplicity testing. Journal of Biopharmaceutical Statistics. 13:675-689.
Iles MM. 2002. Effect of mode of inheritance when calculating the power of a
transmission/disequilibrium test study. Hum Hered 53:153–157.
Knapp M. 1999. A note on power approximations for the transmission/disequilibrium test. Am J Hum Genet 64:1177-1185.
Kostanje R, and Paigen B. 2002. From QTL to gene: the harvest begins. Nat Genet 31:235–236.
Kruglyak L, and Lander ES. 1995. Complete multipoint sib-pair analysis of qualitative and quantitative traits. Am J Hum Genet 57:439–454.
Lee, W. C., and Yen. Y. C. 2003. Admixture mapping using interval
transmission/disequilibrium tests. Ann Hum Genet 67:580–588.
Lewontin RC. 1964. The interaction of selection and linkage. I. General considerations ; heterotic models. Genetics 49:49-67.
Morton NE. 1955. Sequential test for the detection of linkage. Am J Hum Genet 7:277–318.
Nguyen TH, Liu C, Gershon ES, and McMahon FJ. 2004. Frequency finder: a multi-source web application for collection of public allele frequencies of SNP markers. Bioinformatics 20:439-443.
Ott J. 1989. Statistical properties of the haplotype relative risk. Genet Epidemiol
6:127-130.
Risch N, and Merikangas K. 1996. The future of genetic studies of complex human diseases. Science 273:1516-1517.
Schaid DJ, and Sommer SS. 1993. Genotype relative risks: Methods for design and analysis of candidate-gene association studies. Am J Hum Genet 53:1114–1126.
Schweder T, and Spj tvoll E. 1982. Plots of p-value to evaluate many tests simultaneously. Biometrika 69:493-502.
Sham PC. 1994. Sequential analysis and case-control candidate gene association studies: reply to Sobell et al. Am J Hum Genet 54:154–155.
Sobell JL, Heston LL, and Sommer SS. 1993. Novel approach for determining the genetic predisposition to schizophrenia: case-control resource and testing of a candidate gene. Am J Med Genet 48:28–35.
Spielman RS, McGinnis RE, and Ewens WJ. 1993. Transmission test for linkage
disequilibrium: the insulin gene region and insulin-dependent diabetes mellitus (IDDM). Am J Hum Genet 52:506–516.
Stephens JC, Briscoe D, and O’Brien SJ. 1994. Mapping by admixture linkage
disequilibrium in human populations: limits and guidelines. Am J Hum Genet 55:809–824.
Storey JD. 2002. A direct approach to false discovery rates. J. R. Statist. Soc. B 64:479-498.
Xiong M, and Li J. 1999. Comparison of the power and accuracy of biallelic and microsatellite markers in population-based gene-mapping methods. Am J Hum Genet 64:629-640.
Zhang S, and Zhao H. 2002. Linkage disequilibrium mapping with genotype data. Genet Epidemiol 22:66-77.
戴政. 2002. 遺傳流行病學-基因定位之遺傳設計與分析方法. 第一版. 台北市:藝軒圖書出版社。
QRCODE
 
 
 
 
 
                                                                                                                                                                                                                                                                                                                                                                                                               
第一頁 上一頁 下一頁 最後一頁 top