Genome-wide regulatory complexity in yeast promoters: Separation of functionally conserved and neutral sequence

被引:42
作者
Chin, CS [1 ]
Chuang, JH [1 ]
Li, H [1 ]
机构
[1] Univ Calif San Francisco, Dept Biochem & Biophys, San Francisco, CA 94143 USA
关键词
D O I
10.1101/gr.3243305
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
To gauge the complexity of gene regulation in yeast, it is essential to know how much promoter sequence is functional. Conservation across species can be a sensitive means of detecting functional sequences, provided that the significance of conservation call be accurately calibrated with the local neutral Mutation rate. By analyzing yeast coding and promoter sequences, we find that neutral mutation rates in yeast are uniform genome-wide, in contrast to mammals, where neutral mutation rates vary along chromosomes. We develop an approach that uses this uniform rate to estimate the amount of promoter sequence under purifying selection. This amount is similar to30%, corresponding to roughly 90 bp for a typical promoter. Furthermore, using a hidden Markov model, we are able to separate each promoter into distinct high and low conservation regions. Known regulatory motifs are strongly biased toward high conservation regions, while low conservation regions have Mutation rates similar to that of the neutral background. Certain Gene Ontology groupings of genes (e.g., Carbohydrate Metabolism) have large amounts of high conservation sequence, Suggesting complexity in their transcriptional regulation. Others (e.g., RNA Processing) have little high conservation sequence and are likely to be simply regulated. The separation of functionally conserved sequence from the neutral background allows LIS to estimate the complexity of cis-regulation on a genomic scale.
引用
收藏
页码:205 / 213
页数:9
相关论文
共 27 条
  • [1] Akashi H, 2003, GENETICS, V164, P1291
  • [2] Gene Ontology: tool for the unification of biology
    Ashburner, M
    Ball, CA
    Blake, JA
    Botstein, D
    Butler, H
    Cherry, JM
    Davis, AP
    Dolinski, K
    Dwight, SS
    Eppig, JT
    Harris, MA
    Hill, DP
    Issel-Tarver, L
    Kasarskis, A
    Lewis, S
    Matese, JC
    Richardson, JE
    Ringwald, M
    Rubin, GM
    Sherlock, G
    [J]. NATURE GENETICS, 2000, 25 (01) : 25 - 29
  • [3] Baum L.E., 1972, Inequalities III: Proceedings of the Third Symposium on Inequalities, page, V3, P1
  • [4] On schemes of combinatorial transcription logic
    Buchler, NE
    Gerland, U
    Hwa, T
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2003, 100 (09) : 5136 - 5141
  • [5] Prediction of complete gene structures in human genomic DNA
    Burge, C
    Karlin, S
    [J]. JOURNAL OF MOLECULAR BIOLOGY, 1997, 268 (01) : 78 - 94
  • [6] cis-Regulatory and protein evolution in orthologous and duplicate genes
    Castillo-Davis, CI
    Hartl, DL
    Achaz, G
    [J]. GENOME RESEARCH, 2004, 14 (08) : 1530 - 1536
  • [7] Phylogenetically and spatially conserved word pairs associated with gene-expression changes in yeasts
    Chiang, DY
    Moses, AM
    Kellis, M
    Lander, ES
    Eisen, MB
    [J]. GENOME BIOLOGY, 2003, 4 (07)
  • [8] Functional bias and spatial organization of genes in mutational hot and cold regions in the human genome
    Chuang, JH
    Li, H
    [J]. PLOS BIOLOGY, 2004, 2 (02): : 253 - 263
  • [9] Finding functional features in Saccharomyces genomes by phylogenetic footprinting
    Cliften, P
    Sudarsanam, P
    Desikan, A
    Fulton, L
    Fulton, B
    Majors, J
    Waterston, R
    Cohen, BA
    Johnston, M
    [J]. SCIENCE, 2003, 301 (5629) : 71 - 76
  • [10] COX EC, 1972, NATURE-NEW BIOL, V92, P133