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Genomic Regions Flanking E-Box Binding Sites Influence DNA Binding Specificity of bHLH Transcription Factors through DNA Shape
Open accessAbstract
DNA sequence is a major determinant of the binding specificity of transcription factors (TFs) for their genomic targets. However, eukaryotic cells often express, at the same time, TFs with highly similar DNA binding motifs but distinct in vivo targets. Currently, it is not well understood how TFs with seemingly identical DNA motifs achieve unique specificities in vivo. Here, we used custom protein-binding microarrays to analyze TF specificity for putative binding sites in their genomic sequence context. Using yeast TFs Cbf1 and Tye7 as our case studies, we found that binding sites of these bHLH TFs (i.e., E-boxes) are bound differently in vitro and in vivo, depending on their genomic context. Computational analyses suggest that nucleotides outside E-box binding sites contribute to specificity by influencing the three-dimensional structure of DNA binding sites. Thus, the local shape of target sites might play a widespread role in achieving regulatory specificity within TF families.
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Cites
LIBSVM: A library for support vector machines
Chang, C.-C., & Lin, C.-J. (2011) · ACM Transactions on Intelligent Systems and Technology · doi:10.1145/1961189.1961199 · Cited by 40,918
Support Vector Regression Machines
Drucker, H., Burges, C. J. C., Kaufman, L., Smola, A. J., & Vapnik, V. N. (1996) · Cited by 4,658
The accessible chromatin landscape of the human genome
Thurman, R. E., Rynes, E., Humbert, R., Vierstra, J., Maurano, M. T., Haugen, E., Sheffield, N. C., Stergachis, A. B., Wang, H., Vernot, B., et al. (2012) · Nature · doi:10.1038/nature11232 · Cited by 2,679
Transcriptional regulatory code of a eukaryotic genome
Harbison, C. T., Gordon, D. B., Lee, T. I., Rinaldi, N. J., Macisaac, K. D., Danford, T. W., Hannett, N. M., Tagne, J.-B., Reynolds, D. B., Yoo, J., et al. (2004) · Nature · doi:10.1038/nature02800 · Cited by 2,143
Saccharomyces Genome Database: the genomics resource of budding yeast
Cherry, J. M., Hong, E. L., Amundsen, C., Balakrishnan, R., Binkley, G., Chan, E. T., Christie, K. R., Costanzo, M. C., Dwight, S. S., Engel, S. R., et al. (2012) · Nucleic Acids Research · doi:10.1093/nar/gkr1029 · Cited by 1,796
The Jpred 3 secondary structure prediction server
Cole, C., Barber, J. D., & Barton, G. J. (2008) · Nucleic Acids Research · doi:10.1093/nar/gkn238 · Cited by 1,444
The role of DNA shape in protein–DNA recognition
Rohs, R., West, S. M., Sosinsky, A., Liu, P., Mann, R. S., & Honig, B. (2009) · Nature · doi:10.1038/nature08473 · Cited by 1,096
Self-citationDiversity and Complexity in DNA Recognition by Transcription Factors
Badis, G., Berger, M. F., Philippakis, A. A., Talukder, S., Gehrke, A. R., Jaeger, S. A., Chan, E. T., Metzler, G., Vedenko, A., Chen, X., et al. (2009) · Science · doi:10.1126/science.1162327 · Cited by 990
Self-citationOrigins of Specificity in Protein-DNA Recognition
Rohs, R., Jin, X., West, S. M., Joshi, R., Honig, B., & Mann, R. S. (2010) · Annual Review of Biochemistry · doi:10.1146/annurev-biochem-060408-091030 · Cited by 896
Self-citationWang, J., Zhuang, J., Iyer, S., Lin, X., Whitfield, T. W., Greven, M. C., Pierce, B. G., Dong, X., Kundaje, A., Cheng, Y., et al. (2012) · Genome Research · doi:10.1101/gr.139105.112 · Cited by 818
An expansive human regulatory lexicon encoded in transcription factor footprints
Neph, S., Vierstra, J., Stergachis, A. B., Reynolds, A. P., Haugen, E., Vernot, B., Thurman, R. E., John, S., Sandstrom, R., Johnson, A. K., et al. (2012) · Nature · doi:10.1038/nature11212 · Cited by 756
Defining the Structure of Irregular Nucleic Acids: Conventions and Principles
Lavery, R., & Sklenar, H. (1989) · Journal of Biomolecular Structure and Dynamics · doi:10.1080/07391102.1989.10507728 · Cited by 701
Berger, M. F., Philippakis, A. A., Qureshi, A. M., He, F. S., Estep, P. W., & Bulyk, M. L. (2006) · Nature Biotechnology · doi:10.1038/nbt1246 · Cited by 685
Self-citationA natural classification of the basic helix–loop–helix class of transcription factors
Atchley, W. R., & Fitch, W. M. (1997) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.94.10.5172 · Cited by 668
Variation in Homeodomain DNA Binding Revealed by High-Resolution Analysis of Sequence Preferences
Berger, M. F., Badis, G., Gehrke, A. R., Talukder, S., Philippakis, A. A., Peña-Castillo, L., Alleyne, T. M., Mnaimneh, S., Botvinnik, O. B., Chan, E. T., et al. (2008) · Cell · doi:10.1016/j.cell.2008.05.024 · Cited by 606
Self-citationA systems approach to measuring the binding energy landscapes of transcription factors.
Maerkl, S. J., & Quake, S. R. (2007) · Science · doi:10.1126/science.1131007 · Cited by 584
Genome-wide analysis of ETS-family DNA-binding in vitro and in vivo
Wei, G., Badis, G., Berger, M. F., Kivioja, T., Palin, K., Enge, M., Bonke, M., Jolma, A., Varjosalo, M., Gehrke, A. R., et al. (2010) · The EMBO Journal · doi:10.1038/emboj.2010.106 · Cited by 568
Global mapping of protein-DNA interactions in vivo by digital genomic footprinting
Hesselberth, J. R., Chen, X., Zhang, Z., Sabo, P. J., Sandstrom, R., Reynolds, A. P., Thurman, R. E., Neph, S., Kuehn, M. S., Noble, W. S., et al. (2009) · Nature Methods · doi:10.1038/nmeth.1313 · Cited by 559
Cofactor Binding Evokes Latent Differences in DNA Binding Specificity between Hox Proteins
Slattery, M., Riley, T., Liu, P., Abe, N., Gomez-Alcala, P., Dror, I., Zhou, T., Rohs, R., Honig, B., Bussemaker, H. J., et al. (2011) · Cell · doi:10.1016/j.cell.2011.10.053 · Cited by 507
Self-citationMa, P. C. M., Rould, M. A., Weintraub, H., & Pabo, C. O. (1994) · Cell · doi:10.1016/0092-8674(94)90159-7 · Cited by 461
Extra specificity from extradenticle: the partnership between HOX and PBX/EXD homeodomain proteins
Mann, R. S., & Chan, S.-K. (1996) · Trends in Genetics · doi:10.1016/0168-9525(96)10026-3 · Cited by 433
High-resolution DNA-binding specificity analysis of yeast transcription factors
Zhu, C., Byers, K. J. R. P., McCord, R. P., Shi, Z., Berger, M. F., Newburger, D. E., Saulrieta, K., Smith, Z., Shah, M. V., Radhakrishnan, M., et al. (2009) · Genome Research · doi:10.1101/gr.090233.108 · Cited by 398
Self-citationBerger, M. F., & Bulyk, M. L. (2009) · Nature Protocols · doi:10.1038/nprot.2008.195 · Cited by 396
Self-citationStructure and function of the b/HLH/Z domain of USF.
Ferré-D'Amaré, A. R., Pognonec, P., Roeder, R. G., & Burley, S. K. (1994) · The EMBO Journal · doi:10.1002/j.1460-2075.1994.tb06247.x · Cited by 395
Extra specificity from extradenticle: the partnership between HOX and PBX/EXD homeodomain proteins
Mann, R. S., & Chan, S.-K. (1996) · Trends in Genetics · doi:10.1016/0168-9525(96)81471-5 · Cited by 386
Functional Specificity of a Hox Protein Mediated by the Recognition of Minor Groove Structure
Joshi, R., Passner, J. M., Rohs, R., Jain, R., Sosinsky, A., Crickmore, M. A., Jacob, V., Aggarwal, A. K., Honig, B., & Mann, R. S. (2007) · Cell · doi:10.1016/j.cell.2007.09.024 · Cited by 338
Self-citationCai, M., & Davis, R. W. (1990) · Cell · doi:10.1016/0092-8674(90)90525-j · Cited by 335
A Multiparameter Network Reveals Extensive Divergence between C. elegans bHLH Transcription Factors
Grove, C. A., De Masi, F., Barrasa, M. I., Newburger, D. E., Alkema, M. J., Bulyk, M. L., & Walhout, A. J. M. (2009) · Cell · doi:10.1016/j.cell.2009.04.058 · Cited by 265
Self-citationDudley, A. M., Aach, J., Steffen, M. A., & Church, G. M. (2002) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.112683499 · Cited by 248
Disentangling the Many Layers of Eukaryotic Transcriptional Regulation
Lelli, K. M., Slattery, M., & Mann, R. S. (2012) · Annual Review of Genetics · doi:10.1146/annurev-genet-110711-155437 · Cited by 225
Sequence and chromatin determinants of cell-type–specific transcription factor binding
Arvey, A., Agius, P., Noble, W. S., & Leslie, C. (2012) · Genome Research · doi:10.1101/gr.127712.111 · Cited by 222
Crystal structure of PHO4 bHLH domain-DNA complex: flanking base recognition
Shimizu, T. (1997) · The EMBO Journal · doi:10.1093/emboj/16.15.4689 · Cited by 209
DNA Specificity Determinants Associate with Distinct Transcription Factor Functions
Hollenhorst, P. C., Chandler, K. J., Poulsen, R. L., Johnson, W. E., Speck, N. A., & Graves, B. J. (2009) · PLoS Genetics · doi:10.1371/journal.pgen.1000778 · Cited by 198
Brownlie, P., Ceska, T., Lamers, M., Romier, C., Stier, G., Teo, H., & Suck, D. (1997) · Structure · doi:10.1016/s0969-2126(97)00207-4 · Cited by 169
Distinguishing direct versus indirect transcription factor–DNA interactionsPreprint
Gordân, R., Hartemink, A. J., & Bulyk, M. L. (2009) · Genome Research · doi:10.1101/gr.094144.109 · Cited by 148
Self-citationZhou, X., & O’Shea, E. K. (2011) · Molecular Cell · doi:10.1016/j.molcel.2011.05.025 · Cited by 123
Gordân, R., Murphy, K. F., McCord, R. P., Zhu, C., Vedenko, A., & Bulyk, M. L. (2011) · Genome biology · doi:10.1186/gb-2011-12-12-r125 · Cited by 123
Self-citationGenetic and Epigenetic Determinants of Neurogenesis and Myogenesis
Fong, A. P., Yao, Z., Zhong, J. W., Cao, Y., Ruzzo, W. L., Gentleman, R. C., & Tapscott, S. J. (2012) · Developmental Cell · doi:10.1016/j.devcel.2012.01.015 · Cited by 119
Non‐DNA‐binding cofactors enhance DNA‐binding specificity of a transcriptional regulatory complex
Siggers, T., Duyzend, M., Reddy, J., Khan, S., & Bulyk, M. L. (2011) · Molecular Systems Biology · doi:10.1038/msb.2011.89 · Cited by 111
Self-citationUsing a structural and logics systems approach to infer bHLH–DNA binding specificity determinants
Masi, F. D., Grove, C. A., Vedenko, A., Alibés, A., Gisselbrecht, S. S., Serrano, L., Bulyk, M. L., & Walhout, A. J. M. (2011) · Nucleic Acids Research · doi:10.1093/nar/gkr070 · Cited by 91
Self-citationBishop, E. P., Rohs, R., Parker, S. C. J., West, S. M., Liu, P., Mann, R. S., Honig, B. H., & Tullius, T. D. (2011) · ACS Chemical Biology · doi:10.1021/cb200155t · Cited by 88
Self-citationDissection of Combinatorial Control by the Met4 Transcriptional Complex
Lee, T. A., Jorgensen, P., Bognar, A. L., Peyraud-Thomas, C., Thomas, D., & Tyers, M. (2009) · Molecular Biology of the Cell · doi:10.1091/mbc.e09-05-0420 · Cited by 84
Rohs, R., Sklenar, H., & Shakked, Z. (2005) · Structure · doi:10.1016/j.str.2005.07.005 · Cited by 77
Self-citationLeonard, D. A., Rajaram, N., & Kerppola, T. K. (1997) · Proceedings of the National Academy of Sciences of the United States of America · doi:10.1073/pnas.94.10.4913 · Cited by 69
Cbf1p Is Required for Chromatin Remodeling at Promoter-proximal CACGTG Motifs in Yeast
Kent, N. A., Eibert, S. M., & Mellor, J. (2004) · Journal of Biological Chemistry · doi:10.1074/jbc.m403818200 · Cited by 64
Nishi, K., Park, C. S., Pepper, A. E., Eichinger, G., Innis, M. A., & Holland, M. J. (1995) · Molecular and Cellular Biology · doi:10.1128/mcb.15.5.2646 · Cited by 57
Rajaram, N., & Kerppola, T. K. (1997) · The EMBO Journal · doi:10.1093/emboj/16.10.2917 · Cited by 40
Selected base sequence outside the target binding site of zinc finger protein Sp1
Nagaoka, M. (2001) · Nucleic Acids Research · doi:10.1093/nar/29.24.4920 · Cited by 38
Innovations in Biomolecular Modeling and Simulations
(2012) · Royal Society of Chemistry eBooks · doi:10.1039/9781849735049 · Cited by 34
Busser, B. W., Shokri, L., Jaeger, S. A., Gisselbrecht, S. S., Singhania, A., Berger, M. F., Zhou, B., Bulyk, M. L., & Michelson, A. M. (2012) · Development · doi:10.1242/dev.077362 · Cited by 34
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Harris, R. C., Mackoy, T., Machado, A. C. D., Xu, D., Rohs, R., & Fenley, M. O. (2012) · Royal Society of Chemistry eBooks · doi:10.1039/9781849735056-00053 · Cited by 21
Self-citationMorin, B., Nichols, L. A., & Holland, L. J. (2006) · Biochemistry · doi:10.1021/bi060314k · Cited by 14
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MacIsaac, K. D., Wang, T., Gordon, D. B., Gifford, D. K., Stormo, G. D., & Fraenkel, E. (2006) · BMC Bioinformatics · doi:10.1186/1471-2105-7-113 · Cited by 9
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Metadata
- Authors
- Gordân, R., Shen, N., Dror, I., Zhou, T., Horton, J., Rohs, R., & Bulyk, M. L.
- Venue
- Cell Reports
- Publisher
- Elsevier BV
- Published
- 2013-04
- Volume
- 3
- Issue
- 4
- Pages
- 1093-1104
- ISSN
- 2211-1247 (ISSN-L)
- OpenAlex
- W2087058596
- Cited by
- 355
- References
- 53
- FWCI
- 11.83
- Type
- journal article
- Language
- en
- Open access
- gold
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