LS-SNP: large-scale annotation of coding non-synonymous SNPs based on multiple information sources

被引:164
作者
Karchin, R [1 ]
Diekhans, M
Kelly, L
Thomas, DJ
Pieper, U
Eswar, N
Haussler, D
Sali, A
机构
[1] Univ Calif San Francisco, Dept Biopharmaceut Sci, San Francisco, CA 94143 USA
[2] Univ Calif San Francisco, Dept Pharmaceut Chem, San Francisco, CA 94143 USA
[3] Univ Calif San Francisco, Calif Inst Quantitat Biomed Res, San Francisco, CA 94143 USA
[4] Univ Calif Santa Cruz, Ctr Biomol Sci & Engn, Santa Cruz, CA 95076 USA
[5] Univ Calif Santa Cruz, Calif Inst Quantitat Biomed Res, Santa Cruz, CA 95076 USA
[6] Univ Calif Santa Cruz, Howard Hughes Med Inst, Santa Cruz, CA 95076 USA
关键词
D O I
10.1093/bioinformatics/bti442
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Motivation: The NCBI dbSNP database lists over 9 million single nucleotide polymorphisms (SNPs) in the human genome, but currently contains limited annotation information. SNPs that result in amino acid residue changes (nsSNPs) are of critical importance in variation between individuals, including disease and drug sensitivity. Results: We have developed LS-SNP, a genomic scale software pipeline to annotate nsSNPs. LS-SNP comprehensively maps nsSNPs onto protein sequences, functional pathways and comparative protein structure models, and predicts positions where nsSNPs destabilize proteins, interfere with the formation of domain-domain interfaces, have an effect on protein-ligand binding or severely impact human health. It currently annotates 28 043 validated SNPs that produce amino acid residue substitutions in human proteins from the Swiss Prot/TrEMBL database. Annotations can be viewed via a web interface either in the context of a genomic region or by selecting sets of SNPs, genes, proteins or pathways. These results are useful for identifying candidate functional SNPs within a gene, haplotype or pathway and in probing molecular mechanisms responsible for functional impacts of nsSNPs.
引用
收藏
页码:2814 / 2820
页数:7
相关论文
共 47 条
  • [1] BASIC LOCAL ALIGNMENT SEARCH TOOL
    ALTSCHUL, SF
    GISH, W
    MILLER, W
    MYERS, EW
    LIPMAN, DJ
    [J]. JOURNAL OF MOLECULAR BIOLOGY, 1990, 215 (03) : 403 - 410
  • [2] The SWISS-PROT protein knowledgebase and its supplement TrEMBL in 2003
    Boeckmann, B
    Bairoch, A
    Apweiler, R
    Blatter, MC
    Estreicher, A
    Gasteiger, E
    Martin, MJ
    Michoud, K
    O'Donovan, C
    Phan, I
    Pilbout, S
    Schneider, M
    [J]. NUCLEIC ACIDS RESEARCH, 2003, 31 (01) : 365 - 370
  • [3] CORTES C, 1995, MACH LEARN, V20, P273, DOI 10.1023/A:1022627411411
  • [4] DAVIS FP, 2005, BIOINFORMATICS 0118
  • [5] EIGENBROT C, 1992, Current Opinion in Biotechnology, V3, P333, DOI 10.1016/0958-1669(92)90160-K
  • [6] Tools for comparative protein structure modeling and analysis
    Eswar, N
    John, B
    Mirkovic, N
    Fiser, A
    Ilyin, VA
    Pieper, U
    Stuart, AC
    Marti-Renom, MA
    Madhusudhan, MS
    Yerkovich, B
    Sali, A
    [J]. NUCLEIC ACIDS RESEARCH, 2003, 31 (13) : 3375 - 3380
  • [7] Flanagan JU, 1998, PROTEINS, V33, P444, DOI 10.1002/(SICI)1097-0134(19981115)33:3<444::AID-PROT12>3.0.CO
  • [8] 2-8
  • [9] The APC variants I1307K and E1317Q are associated with colorectal tumors, but not always with a family history
    Frayling, IM
    Beck, NE
    Ilyas, M
    Dove-Edwin, I
    Goodman, P
    Pack, K
    Bell, JA
    Williams, CB
    Hodgson, SV
    Thomas, HJW
    Talbot, IC
    Bodmer, WF
    Tomlinson, IPM
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1998, 95 (18) : 10722 - 10727
  • [10] Analysis of human mRNAs with the reference genome sequence reveals potent errors, polymorphisms, and RNA editing
    Furey, TS
    Diekhans, M
    Lu, YT
    Graves, TA
    Oddy, L
    Randall-Maher, J
    Hillier, LW
    Wilson, RK
    Haussler, D
    [J]. GENOME RESEARCH, 2004, 14 (10B) : 2034 - 2040