The current excitement in bioinformatics - analysis of whole-genome expression data: how does it relate to protein structure and function?

被引:48
作者
Gerstein, M [1 ]
Jansen, R [1 ]
机构
[1] Yale Univ, Dept Mol Biophys & Biochem, New Haven, CT 06520 USA
关键词
D O I
10.1016/S0959-440X(00)00134-2
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Whole-genome expression profiles provide a rich new data-trove for bioinformatics. Initial analyses of the profiles have included clustering and cross-referencing to 'external' information on protein structure and function. Expression profile clusters do relate to protein function, but the correlation is not perfect, with the discrepancies partially resulting from the difficulty in consistently defining function. Other attributes of proteins can also be related to expression - in particular, structure and localization - and sometimes show a clearer relationship than function.
引用
收藏
页码:574 / 584
页数:11
相关论文
共 76 条
[31]   Simultaneous genotyping and species identification using hybridization pattern recognition analysis of generic Mycobacterium DNA arrays [J].
Gingeras, TR ;
Ghandour, G ;
Wang, EG ;
Berno, A ;
Small, PM ;
Drobniewski, F ;
Alland, D ;
Desmond, E ;
Holodniy, M ;
Drenkow, J .
GENOME RESEARCH, 1998, 8 (05) :435-448
[32]   Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring [J].
Golub, TR ;
Slonim, DK ;
Tamayo, P ;
Huard, C ;
Gaasenbeek, M ;
Mesirov, JP ;
Coller, H ;
Loh, ML ;
Downing, JR ;
Caligiuri, MA ;
Bloomfield, CD ;
Lander, ES .
SCIENCE, 1999, 286 (5439) :531-537
[33]   The relationship between protein structure and function: a comprehensive survey with application to the yeast genome [J].
Hegyi, H ;
Gerstein, M .
JOURNAL OF MOLECULAR BIOLOGY, 1999, 288 (01) :147-164
[34]   Exploring expression data: Identification and analysis of coexpressed genes [J].
Heyer, LJ ;
Kruglyak, S ;
Yooseph, S .
GENOME RESEARCH, 1999, 9 (11) :1106-1115
[35]   Touring protein fold space with Dali/FSSP [J].
Holm, L ;
Sander, C .
NUCLEIC ACIDS RESEARCH, 1998, 26 (01) :316-319
[36]   Dissecting the regulatory circuitry of a eukaryotic genome [J].
Holstege, FCP ;
Jennings, EG ;
Wyrick, JJ ;
Lee, TI ;
Hengartner, CJ ;
Green, MR ;
Golub, TR ;
Lander, ES ;
Young, RA .
CELL, 1998, 95 (05) :717-728
[37]   The transcriptional program in the response of human fibroblasts to serum [J].
Iyer, VR ;
Eisen, MB ;
Ross, DT ;
Schuler, G ;
Moore, T ;
Lee, JCF ;
Trent, JM ;
Staudt, LM ;
Hudson, J ;
Boguski, MS ;
Lashkari, D ;
Shalon, D ;
Botstein, D ;
Brown, PO .
SCIENCE, 1999, 283 (5398) :83-87
[38]   Analysis of the yeast transcriptome with structural and functional categories: characterizing highly expressed proteins [J].
Jansen, R ;
Gerstein, M .
NUCLEIC ACIDS RESEARCH, 2000, 28 (06) :1481-1488
[39]   Moonlighting proteins [J].
Jeffery, CJ .
TRENDS IN BIOCHEMICAL SCIENCES, 1999, 24 (01) :8-11
[40]   Global analysis of gene expression in pulmonary fibrosis reveals distinct programs regulating lung inflammation and fibrosis [J].
Kaminski, N ;
Allard, JD ;
Pittet, JF ;
Zuo, FG ;
Griffiths, MJD ;
Morris, D ;
Huang, XZ ;
Sheppard, D ;
Heller, RA .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2000, 97 (04) :1778-1783