Vol. 32, Special Issue, S 51 S 64 (2011) 1. Web Site 1 gene chromosome Arthur, 2002;, 2002;, 2004; Web Site 2 Knudesen, 20

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Vol. 32, Special Issue, S 51 S 64 (2011) e-mail:mmatsuura@jfcr.or.jp 1. Web Site 1 gene chromosome Arthur, 2002;, 2002;, 2004; Web Site 2 Knudesen, 2002;, 2005, 2000a, 2004;, 2004, 2004, 2005a,b; Ushijima et al., 2006

S52 omics 2. DNA Watson and Crick (1953) DNA 2 DNA A T G C 4 30 30 0.1 0.5 % RNA mrna 1958 3 1 20 20 Brown, 1999 1960 Dayhoff 1983 Doolittle et al. (1983) v-sis Doolittle 1990 30 2003 4 99.99 % 6 22000 International Human Genome Sequencing Consortium, 2004 NCBI UCSC

S53 2.1 Mount, 2001;, 2006a DNA 1 A B A B FASTA 1990 BLAST Basic Local Alignment Search Tool Altschul et al., 1990 2 2 1 1 1 Hidden Markov Model HMM Durbin et al., 1998 HMM 3 3 HMM

S54 BLAST E-value 2 E-value, 2002 Setubal and Meidanis, 1997 3. omics genomics mrna transcriptomics proteomics -omics omics mrna, 2005 1 SNP: single nucleotide polymorphism, 2000; Rebbeck, 2004 2 mrna Kohane et al., 2003;, 2007 3, 2004; Ushijima et al., 2007 SNP 1000 SNP SNP SNP SNP SNP SNP 30 DNA SNP Web Site 3 HapMap 2005

S55 Phase I The International HapMap Consortium, 2005 44 4 269 100 SNP Web Site 4 4. SNP SNP 2 SNP SNP SNP JSNP, Web Site 5 SNP 10 SNP SNP SNP 100 SNP SNP association study, case-control study 2 SNP 3 2 3 2 G A SNP GG, GA AA 3 1 SNP 2 SNP 2 1 2 3 SNP 3

S56 2 3 GG AA GA SNP SNP 2 3 2 2 2 2 2 2 HW HW Falconer and Mackay, 1996 SNP G A p q HW GG, GA, AA p 2,2pq, q 2 HW 2 HW SNP, 2001 SNP SNP 4.1 SNP SNP SNP 1 SNP Daly et al., 2001 SNP 1 2 1 k SNP 2 k 90 % 2 6 Stram et al., 2003 3 3 SNP3 3 T 1 2 SNP3 C 1 1 SNP3 SNP1 G 3

S57 1. SNP 2 G SNP2 3 A 1 A SNP1 SNP2 1 1 SNP1 SNP2 SNP3 SNP1, SNP2 SNP3 G, A, T 3 2 SNP 2 1 1 SNP 3 2 4.2 3 SNP 2 SNP 2 SNP 2 SNP 2 SNP SNP SNP 2 SNP

S58, 2001 2 SNP SNP Anderson and Novembre, 2003 Gabriel et al. (2002) SNP SNP 2 SNP Fujisawa et al. (2007) 2 2 SNP SNP SNP p 1 2 SNP SNP 2 SNP SNP 4.3 SNP 2 SNPAlyze

S59 Ohmori et al., 2003 Haplotyper Niu et al., 2002 Stram et al. (2003) CYP17 2 1 1 SNP Tzeng 2005 1, 2006b Tzeng 2 1 2 p 71 2 SNP p 0.015 0.054 3 59 %, 24 %, 17 % 17 % 0.9 3 0.0018 2 0.00062 4.4 2 k y =1 y =0 2 y =0,1 y =1 P (y =1)=1/{ 1+exp( b 0 b 1x 1 b 2x 2 b k x k ) } b i 0 i k i x i i i 1 0 i j x i =1, x j =1 i x i =2 x 0 i

S60 exp(b i) 2 SNP SNP SNP m (m 1) SNP SNP SNP SNP SNP SNP SNP SNP SNP SNP 5. 500 3000 SNP Web Site 6 100 SNP, 2001 Common disease common variant CDCV rare variant SNP p, 2006 p p

S61 Altschul, S.F., Gish, W., Miller, W., Myers, E.W. and Lipman, D.J. (1990). Basic local alignment search tool. Journal of Molecular Biology, 215 (3), 403 410. Anderson, E.C. and Novembre, J. (2003). Finding haplotype block boundaries by using the minimum-description-length principle. American Journal of Human Genetics, 73, 336 354. Arthur, M.L. (2002). Introduction to Bioinformatics. Oxford University Press. (, (2003).. ) Brown, T.A. (1999). Genome. BIOS Scientific Publisher Ltd. ( (2000).. ) Daly, M.J., Rioux, J.D., Schaffner, S.F. et al. (2001). High-resolution haplotype structure in the human genome. Nature Genetics, 29, 229 232. Doolittle, R.F., Hunkapiller, M.W., Hood, L.E. et al. (1983). Simian sarcoma virus onc gene, v-sis, is derived from the gene (or genes) encoding a platelet-derived growth factor. Science, 221, 275 277. Durbin, R., Eddy, S.R., Krogh, A. and Mitchison, G. (1998). Biological Sequence Analysis: Probabilistic Models of Proteins and Nucleic Acids. Cambridge University Press. (,, (2001).. ) (2005).., 5(4), 430 435. (2002)... Falconer, D.S. and Mackay, T.F.C. (1996). Quantitative Genetics. Prentice Hall.

S62 Fujisawa, H., Isomura, M., Eguchi, S., Ushijima, M., Miyata, S., Miki, Y. and Matsuura, M. (2007). Identifying haplotype block structure using an ancestor-derived model. Journal of Human Genetics, 52(9), 738 746. Gabriel, S.B., Schaffner, S.F., Nguyen, H. et al. (2002). The structure of haplotype blocks in the human genome. Science, 296, 2225 2229. (2007).., 37, 55 70. (2001)..., (2005)... Kohane, I.S., Kho, A.T. and Butte, A.J. (2003). Microarrays for integrative genomics. Springer. ( (2004).. ) Kundsen, S. (2002). A Biologist s guide to analysis of DNA microaary data. John Wiley & Sons, Inc. (,,. (2002).!!DNA. ) (2000a). SNP.. (2000b). SNP.. (2004).., 22(14), 1949 1953.,, (2004).., 25(2), 117 134.,, (2005a).., 5(2), 137 141.,, (2005b).., 41, 427 432. (2006a).. :, 75 78,. (2006b).., 46(3), 253 258.,, (2006).. BioTherapy, l20(3), 253-259.,, (2006). OMICS., 44(3), 390 396

S63 Mount, D.W. (2001). Bioinformatics: Sequence and Genome Analysis. Cold Spring Harbor Laboratory Press. ( (2003).. ) Niu, T., Qin, Z.S., Xu, X. et al. (2002). Bayesian haplotype inference for multiple linked singlenucleotide polymorphisms. American Journal of Human Genetics, 70, 157 169. Ohmori, H., Makita, Y., Funamizu, M. et al. (2003). Haplotype analysis of the human collection placenta 1 (hcl-p1) gene. Journal of Human Genetics, 48, 82 85. Rebbeck, T.R., Ambrosone, C.B., Bell, D.A. et al. (2004). SNPs, haplotypes, and cancer: applications in molecular epidemiology. Cancer Epidemiology, Biomarkers & Prevention, 13, 681 687. Setubal, J.C. and Meidanis, J. (1997). Introduction to computational molecular biology. Brooks/Cole Publishing Co. ( (2001).. ) (2004)... The International HapMap Consortium. (2005). A haplotype map of the human genome. Nature, 437, 1299 1320. Tzeng, J.Y. (2005). Evolutionary-based grouping of haplotypes in association analysis. Genetic Epidemiology, 28, 220 231. (2002)... Stram, D.O., Pearce, C.L., Bretsky, P. et al. (2003). Modeling and E-M estimation of haplotypespecific relative risks from genotype data for a case-control study of unrelated individuals. Human Heredity, 55, 179 190. Ushijima, M., Miyata, S., Eguchi, S., Kawakita, M., Yoshimoto, M., Iwase, T., Akiyama, F., Sakamoto, G., Nagasaki, K., Miki, Y., Noda, T., Hoshikawa, Y. and Matsuura, M. (2007). Common peak approach using mass spectrometry data sets for predicting the effects of anticancer drugs on breast cancer. Cancer Informatics, 3, 285 293. Watson, J.D. and Crick, F.H.C. (1953). A structure for deoxyribose nucleic acid. Nature, 171, 737 738. Web Site 1) http://www.geocities.com/bioinformaticsweb/ 2) http://discover.nci.nih.gov/tools.jsp 3) http://www.biobankjp.org/ 4) http://www.hapmap.org/

S64 5) http://snp.ims.u-tokyo.ac.jp/index ja.html 6) http://genomecenter.jfcr.or.jp/genomedb/top page.htm