Evolution of gene regulation is crucial for our understanding of the phenotypic differences between species, populations and individuals. Sequence-specific binding of transcription factors to the regulatory regions on the DNA is a key regulatory mechanism that determines gene expression and hence heritable phenotypic variation. We use a biophysical model for directional selection on gene expression to estimate the rates of gain and loss of transcription factor binding sites (TFBS) in finite populations under both point and insertion/deletion mutations. Our results show that these rates are typically slow for a single TFBS in an isolated DNA region, unless the selection is extremely strong. These rates decrease drastically with increasing TFBS length or increasingly specific protein-DNA interactions, making the evolution of sites longer than similar to 10 bp unlikely on typical eukaryotic speciation timescales. Similarly, evolution converges to the stationary distribution of binding sequences very slowly, making the equilibrium assumption questionable. The availability of longer regulatory sequences in which multiple binding sites can evolve simultaneously, the presence of "pre-sites" or partially decayed old sites in the initial sequence, and biophysical cooperativity between transcription factors, can all facilitate gain of TFBS and reconcile theoretical calculations with timescales inferred from comparative genomics.
机构:
Howard Hughes Med Inst, Chevy Chase, MD USA
Univ Calif San Francisco, Dept Biochem & Biophys, San Francisco, CA 94143 USAHoward Hughes Med Inst, Chevy Chase, MD USA
Fordyce, Polly M.
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机构:
Gerber, Doron
Tran, Danh
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Bioengn, Palo Alto, CA 94304 USA
Stanford Univ, Dept Appl Phys, Palo Alto, CA 94304 USAHoward Hughes Med Inst, Chevy Chase, MD USA
Tran, Danh
Zheng, Jiashun
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Biochem & Biophys, San Francisco, CA 94143 USAHoward Hughes Med Inst, Chevy Chase, MD USA
Zheng, Jiashun
Li, Hao
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Biochem & Biophys, San Francisco, CA 94143 USA
Peking Univ, Ctr Theoret Biol, Beijing 100871, Peoples R ChinaHoward Hughes Med Inst, Chevy Chase, MD USA
Li, Hao
DeRisi, Joseph L.
论文数: 0引用数: 0
h-index: 0
机构:
Howard Hughes Med Inst, Chevy Chase, MD USA
Univ Calif San Francisco, Dept Biochem & Biophys, San Francisco, CA 94143 USAHoward Hughes Med Inst, Chevy Chase, MD USA
DeRisi, Joseph L.
Quake, Stephen R.
论文数: 0引用数: 0
h-index: 0
机构:
Howard Hughes Med Inst, Chevy Chase, MD USA
Stanford Univ, Dept Bioengn, Palo Alto, CA 94304 USA
Stanford Univ, Dept Appl Phys, Palo Alto, CA 94304 USAHoward Hughes Med Inst, Chevy Chase, MD USA
机构:
NYU, Dept Chem, 100 Washington Sq East,Silver Bldg, New York, NY 10003 USA
NYU, Simons Ctr Computat Phys Chem, 24 Waverly Pl,Silver Bldg, New York, NY 10003 USANYU, Dept Chem, 100 Washington Sq East,Silver Bldg, New York, NY 10003 USA
Portillo-Ledesma, Stephanie
Chung, Suckwoo
论文数: 0引用数: 0
h-index: 0
机构:
NYU, Dept Chem, 100 Washington Sq East,Silver Bldg, New York, NY 10003 USANYU, Dept Chem, 100 Washington Sq East,Silver Bldg, New York, NY 10003 USA
Chung, Suckwoo
Hoffman, Jill
论文数: 0引用数: 0
h-index: 0
机构:
NYU, Dept Chem, 100 Washington Sq East,Silver Bldg, New York, NY 10003 USANYU, Dept Chem, 100 Washington Sq East,Silver Bldg, New York, NY 10003 USA
机构:
Univ Illinois, Inst Genom Biol, Urbana, IL 61801 USAUniv Illinois, Inst Genom Biol, Urbana, IL 61801 USA
Yokoyama, Ken Daigoro
Zhang, Yang
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Bioengn, Urbana, IL USAUniv Illinois, Inst Genom Biol, Urbana, IL 61801 USA
Zhang, Yang
Ma, Jian
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Inst Genom Biol, Urbana, IL 61801 USA
Univ Illinois, Dept Bioengn, Urbana, IL USAUniv Illinois, Inst Genom Biol, Urbana, IL 61801 USA
机构:
Stanford Univ, Dept Genet, Stanford, CA 94305 USAStanford Univ, Dept Genet, Stanford, CA 94305 USA
Le, Daniel D.
Shimko, Tyler C.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Genet, Stanford, CA 94305 USAStanford Univ, Dept Genet, Stanford, CA 94305 USA
Shimko, Tyler C.
Aditham, Arjun K.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Bioengn, Stanford, CA 94305 USA
Stanford Univ, Stanford ChEM H Chem Engn & Med Human Hlth, Stanford, CA 94305 USAStanford Univ, Dept Genet, Stanford, CA 94305 USA
Aditham, Arjun K.
Keys, Allison M.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Stanford ChEM H Chem Engn & Med Human Hlth, Stanford, CA 94305 USA
Stanford Univ, Dept Chem, Stanford, CA 94305 USAStanford Univ, Dept Genet, Stanford, CA 94305 USA
Keys, Allison M.
Longwell, Scott A.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Bioengn, Stanford, CA 94305 USAStanford Univ, Dept Genet, Stanford, CA 94305 USA
Longwell, Scott A.
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机构:
Orenstein, Yaron
Fordyce, Polly M.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Genet, Stanford, CA 94305 USA
Stanford Univ, Dept Bioengn, Stanford, CA 94305 USA
Stanford Univ, Stanford ChEM H Chem Engn & Med Human Hlth, Stanford, CA 94305 USA
Chan Zuckerberg Biohub, San Francisco, CA 94158 USAStanford Univ, Dept Genet, Stanford, CA 94305 USA
机构:
Howard Hughes Med Inst, Chevy Chase, MD USA
Univ Calif San Francisco, Dept Biochem & Biophys, San Francisco, CA 94143 USAHoward Hughes Med Inst, Chevy Chase, MD USA
Fordyce, Polly M.
论文数: 引用数:
h-index:
机构:
Gerber, Doron
Tran, Danh
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Bioengn, Palo Alto, CA 94304 USA
Stanford Univ, Dept Appl Phys, Palo Alto, CA 94304 USAHoward Hughes Med Inst, Chevy Chase, MD USA
Tran, Danh
Zheng, Jiashun
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Biochem & Biophys, San Francisco, CA 94143 USAHoward Hughes Med Inst, Chevy Chase, MD USA
Zheng, Jiashun
Li, Hao
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Biochem & Biophys, San Francisco, CA 94143 USA
Peking Univ, Ctr Theoret Biol, Beijing 100871, Peoples R ChinaHoward Hughes Med Inst, Chevy Chase, MD USA
Li, Hao
DeRisi, Joseph L.
论文数: 0引用数: 0
h-index: 0
机构:
Howard Hughes Med Inst, Chevy Chase, MD USA
Univ Calif San Francisco, Dept Biochem & Biophys, San Francisco, CA 94143 USAHoward Hughes Med Inst, Chevy Chase, MD USA
DeRisi, Joseph L.
Quake, Stephen R.
论文数: 0引用数: 0
h-index: 0
机构:
Howard Hughes Med Inst, Chevy Chase, MD USA
Stanford Univ, Dept Bioengn, Palo Alto, CA 94304 USA
Stanford Univ, Dept Appl Phys, Palo Alto, CA 94304 USAHoward Hughes Med Inst, Chevy Chase, MD USA
机构:
NYU, Dept Chem, 100 Washington Sq East,Silver Bldg, New York, NY 10003 USA
NYU, Simons Ctr Computat Phys Chem, 24 Waverly Pl,Silver Bldg, New York, NY 10003 USANYU, Dept Chem, 100 Washington Sq East,Silver Bldg, New York, NY 10003 USA
Portillo-Ledesma, Stephanie
Chung, Suckwoo
论文数: 0引用数: 0
h-index: 0
机构:
NYU, Dept Chem, 100 Washington Sq East,Silver Bldg, New York, NY 10003 USANYU, Dept Chem, 100 Washington Sq East,Silver Bldg, New York, NY 10003 USA
Chung, Suckwoo
Hoffman, Jill
论文数: 0引用数: 0
h-index: 0
机构:
NYU, Dept Chem, 100 Washington Sq East,Silver Bldg, New York, NY 10003 USANYU, Dept Chem, 100 Washington Sq East,Silver Bldg, New York, NY 10003 USA
机构:
Univ Illinois, Inst Genom Biol, Urbana, IL 61801 USAUniv Illinois, Inst Genom Biol, Urbana, IL 61801 USA
Yokoyama, Ken Daigoro
Zhang, Yang
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Dept Bioengn, Urbana, IL USAUniv Illinois, Inst Genom Biol, Urbana, IL 61801 USA
Zhang, Yang
Ma, Jian
论文数: 0引用数: 0
h-index: 0
机构:
Univ Illinois, Inst Genom Biol, Urbana, IL 61801 USA
Univ Illinois, Dept Bioengn, Urbana, IL USAUniv Illinois, Inst Genom Biol, Urbana, IL 61801 USA
机构:
Stanford Univ, Dept Genet, Stanford, CA 94305 USAStanford Univ, Dept Genet, Stanford, CA 94305 USA
Le, Daniel D.
Shimko, Tyler C.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Genet, Stanford, CA 94305 USAStanford Univ, Dept Genet, Stanford, CA 94305 USA
Shimko, Tyler C.
Aditham, Arjun K.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Bioengn, Stanford, CA 94305 USA
Stanford Univ, Stanford ChEM H Chem Engn & Med Human Hlth, Stanford, CA 94305 USAStanford Univ, Dept Genet, Stanford, CA 94305 USA
Aditham, Arjun K.
Keys, Allison M.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Stanford ChEM H Chem Engn & Med Human Hlth, Stanford, CA 94305 USA
Stanford Univ, Dept Chem, Stanford, CA 94305 USAStanford Univ, Dept Genet, Stanford, CA 94305 USA
Keys, Allison M.
Longwell, Scott A.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Bioengn, Stanford, CA 94305 USAStanford Univ, Dept Genet, Stanford, CA 94305 USA
Longwell, Scott A.
论文数: 引用数:
h-index:
机构:
Orenstein, Yaron
Fordyce, Polly M.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Genet, Stanford, CA 94305 USA
Stanford Univ, Dept Bioengn, Stanford, CA 94305 USA
Stanford Univ, Stanford ChEM H Chem Engn & Med Human Hlth, Stanford, CA 94305 USA
Chan Zuckerberg Biohub, San Francisco, CA 94158 USAStanford Univ, Dept Genet, Stanford, CA 94305 USA