Spurious transcription factor binding: Non‐functional or genetically redundant?
Open accessAbstract
Transcription factor binding sites (TFBSs) on the DNA are generally accepted as the key nodes of gene control. However, the multitudes of TFBSs identified in genome‐wide studies, some of them seemingly unconstrained in evolution, have prompted the view that in many cases TF binding may serve no biological function. Yet, insights from transcriptional biochemistry, population genetics and functional genomics suggest that rather than segregating into ‘functional’ or ‘non‐functional’, TFBS inputs to their target genes may be generally cumulative, with varying degrees of potency and redundancy. As TFBS redundancy can be diminished by mutations and environmental stress, some of the apparently ‘spurious’ sites may turn out to be important for maintaining adequate transcriptional regulation under these conditions. This has significant implications for interpreting the phenotypic effects of TFBS mutations, particularly in the context of genome‐wide association studies for complex traits.
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Enhancer conservation is typically modular, commonly preserving the sets of binding sites for the required transcription factors, but often not their exact sequence and orientation.
“Instead, enhancer conservation is typically “modular”, commonly preserving the sets of binding sites for the required TFs, but often not their exact sequence and orientation [101–109].”
From Transcriptional enhancers and their communication with gene promoters (2021) · cites this paper as [107]
In ‘Dose of activation’ as an evolutionary trait (page unavailable), the paper says regulatory regions can retain function despite low base-by-base conservation and turnover of transcription-factor binding sites. In ‘Do “doses” add up at multi-TF enhancers?’ (page unavailable), it describes flexible enhancer organisation, but it does not establish that conserved enhancers commonly preserve the same sets of required transcription factors or address binding-site orientation. (LLM, conf=0.84)
Experimental — accuracy not yet measuredWhen an enhancer comes into proximity with a compatible promoter, it transmits a dose of activation that results in a certain level of transcriptional output.
“when an enhancer comes into proximity with a compatible promoter, it transmits to it a “dose of activation” that results in a certain level of transcriptional output [107].”
From Transcriptional enhancers and their communication with gene promoters (2021) · cites this paper as [107]
In “The output of TF binding as a ‘dose of activation’” (page unavailable), the paper proposes that TF binding sites can contribute activating doses to promoters through DNA looping and that promoters respond to the total dose received. The citing sentence captures that model but states it categorically for an enhancer, whereas the paper presents it as a possibility and describes transcriptional output as a response to inputs from multiple binding sites. (LLM, conf=0.82)
Experimental — accuracy not yet measuredSome enhancer variants that appear functionally neutral when tested under normal steady-state conditions may show cryptic effects under stress or upon stimulus response.
“Notably, some enhancer variants that appear functionally neutral when tested under normal steady-state conditions may show “cryptic” effects under stress or upon stimulus response [107, 226, 227].”
From Transcriptional enhancers and their communication with gene promoters (2021) · cites this paper as [107]
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Cites
Systematic Localization of Common Disease-Associated Variation in Regulatory DNA
Maurano, M. T., Humbert, R., Rynes, E., Thurman, R. E., Haugen, E., Wang, H., Reynolds, A. P., Sandstrom, R., Qu, H., Brody, J., et al. (2012) · Science · doi:10.1126/science.1222794 · Cited by 3,716 · see citing works
Single-cell Hi-C reveals cell-to-cell variability in chromosome structure
Nagano, T., Lubling, Y., Stevens, T. J., Schoenfelder, S., Yaffe, E., Dean, W., Laue, E. D., Tanay, A., & Fraser, P. (2013) · Nature · doi:10.1038/nature12593 · Cited by 1,589 · see citing works
Pioneer transcription factors: establishing competence for gene expression
Zaret, K. S., & Carroll, J. S. (2011) · Genes & Development · doi:10.1101/gad.176826.111 · Cited by 1,589 · see citing works
Exploring the three-dimensional organization of genomes: Interpreting chromatin interaction data
Dekker, J., Marti-Renom, M. A., & Mirny, L. A. (2013) · Nature Reviews Genetics · doi:10.1038/nrg3454 · Cited by 1,068 · see citing works
Variation in genome-wide mutation rates within and between human families
the 1000 Genomes Project (2011) · Nature Genetics · doi:10.1038/ng.862 · Cited by 581 · see citing works
Uncovering cryptic genetic variation
Gibson, G., & Dworkin, I. (2004) · Nature Reviews Genetics · doi:10.1038/nrg1426 · Cited by 546 · cited 1× · see citing works
“The phenomenon of ‘cryptic variability’ that is only uncovered by genetic or environmental perturbations has been described in other systems and is thought to be an important modifier of phenotypic response [114].”
BackgroundDeconstructing repression: evolving models of co-repressor action
Perissi, V., Jepsen, K., Glass, C. K., & Rosenfeld, M. G. (2010) · Nature Reviews Genetics · doi:10.1038/nrg2736 · Cited by 532 · see citing works
Hughes, J. R., Roberts, N., McGowan, S., Hay, D., Giannoulatou, E., Lynch, M., De Gobbi, M., Taylor, S., Gibbons, R., & Higgs, D. R. (2014) · Nature Genetics · doi:10.1038/ng.2871 · Cited by 461 · see citing works
Extensive Variation in Chromatin States Across Humans
Kasowski, M., Kyriazopoulou-Panagiotopoulou, S., Grubert, F., Zaugg, J. B., Kundaje, A., Liu, Y., Boyle, A. P., Zhang, Q. C., Zakharia, F., Spacek, D. V., et al. (2013) · Science · doi:10.1126/science.1242510 · Cited by 339 · see citing works
Animal Transcription Networks as Highly Connected, Quantitative Continua
Biggin, M. D. (2011) · Developmental Cell · doi:10.1016/j.devcel.2011.09.008 · Cited by 308 · see citing works
Kelly, R. D. W., & Cowley, S. M. (2013) · Biochemical Society Transactions · doi:10.1042/bst20130010 · Cited by 297 · see citing works
A Transcription Factor Collective Defines Cardiac Cell Fate and Reflects Lineage History
Junion, G., Spivakov, M., Girardot, C., Braun, M., Gustafson, E. H., Birney, E., & Furlong, E. E. M. (2012) · Cell · doi:10.1016/j.cell.2012.01.030 · Cited by 257 · see citing works
Self-citationThinking about genetic redundancy
Thomas, J. H. (1993) · Trends in Genetics · doi:10.1016/0168-9525(93)90140-d · Cited by 239 · see citing works
Functional Overlap and Regulatory Links Shape Genetic Interactions between Signaling Pathways
van Wageningen, S., Kemmeren, P., Lijnzaad, P., Margaritis, T., Benschop, J. J., de Castro, I. J., van Leenen, D., Groot Koerkamp, M. J. A., Ko, C. W., Miles, A. J., et al. (2010) · Cell · doi:10.1016/j.cell.2010.11.021 · Cited by 133 · see citing works
Nagulapalli, S., & Atchison, M. L. (1998) · Molecular and Cellular Biology · doi:10.1128/mcb.18.8.4639 · Cited by 66 · see citing works
Habib, N., Wapinski, I., Margalit, H., Regev, A., & Friedman, N. (2012) · Molecular Systems Biology · doi:10.1038/msb.2012.50 · Cited by 50 · see citing works
Flagged first, then by citations
Research works printed but not linked: 102
- Kadonaga JT Regulation of RNA polymerase II transcription by sequence-specific DNA binding factors Cell 2004 116 247 57 14744435
- Wray GA The evolutionary significance of cis-regulatory mutations Nat Rev Genet 2007 8 206 16 17304246
- Li X-Y MacArthur S Bourgon R Nix D Transcription factors bind thousands of active and inactive regions in the Drosophila blastoderm PLoS Biol 2008 6 e27 18271625 PMC2235902
- Fisher WW Li JJ Hammonds AS Brown JB DNA regions bound at low occupancy by transcription factors do not drive patterned reporter gene expression in Drosophila Proc Natl Acad Sci USA 2012 109 21330 5 23236164 PMC3535648
- Hare EE Peterson BK Iyer VN Meier R Sepsid even-skipped enhancers are functionally conserved in Drosophila despite lack of sequence conservation PLoS Genet 2008 4 e1000106 18584029 PMC2430619
- Meireles-Filho AC Stark A Comparative genomics of gene regulation – conservation and divergence of cis-regulatory information Curr Opin Genet Dev 2009 19 565 70 19913403
- Maurano MT Wang H Kutyavin T Stamatoyannopoulos JA Widespread site-dependent buffering of human regulatory polymorphism PLoS Genet 2012 8 e1002599 22457641 PMC3310774
- Spivakov M Akhtar J Kheradpour P Beal K Analysis of variation at transcription factor binding sites in Drosophila and humans Genome Biol 2012 13 R49 22950968 PMC3491393
- Moorman C Sun LV Wang J de Wit E Hotspots of transcription factor colocalization in the genome of Drosophila melanogaster Proc Natl Acad Sci USA 2006 103 12027 32 16880385 PMC1567692
- Gerstein MB Lu ZJ Van Nostrand EL Cheng C Integrative analysis of the Caenorhabditis elegans genome by the modENCODE project Science 2010 330 1775 87 21177976 PMC3142569
- The modENCODE Consortium Roy S Ernst J Kharchenko PV Identification of functional elements and regulatory circuits by Drosophila modENCODE Science 2010 330 1787 97 21177974 PMC3192495
- The ENCODE Project Consortium An integrated encyclopedia of DNA elements in the human genome Nature 2012 489 57 74 22955616 PMC3439153
- Cooper GM Brown CD Qualifying the relationship between sequence conservation and molecular function Genome Res 2008 18 201 5 18245453
- MacArthur S Li X-Y Li J Brown JB Developmental roles of 21 Drosophila transcription factors are determined by quantitative differences in binding to an overlapping set of thousands of genomic regions Genome Biol 2009 10 R80 19627575 PMC2728534
- Merkenschlager M Odom DT CTCF and cohesin: linking gene regulatory elements with their targets Cell 2013 152 1285 97 23498937
- van Oevelen C Kallin EM Graf T Transcription factor-induced enhancer modulations during cell fate conversions Curr Opin Genet Dev 2013 23 562 7 23968684
- Taatjes DJ Marr MT Tjian R Opinion: regulatory diversity among metazoan co-activator complexes Nat Rev Mol Cell Biol 2004 5 403 10 15122353
- Malik S Roeder RG The metazoan mediator co-activator complex as an integrative hub for transcriptional regulation Nat Rev Genet 2010 11 761 72 20940737 PMC3217725
- Adelman K Lis JT Promoter-proximal pausing of RNA polymerase II: emerging roles in metazoans Nat Rev Genet 2012 13 720 31 22986266 PMC3552498
- Symmons O Spitz F From remote enhancers to gene regulation: charting the genome's regulatory landscapes Philos Trans R Soc Lond B Biol Sci 2013 368 20120358 23650632 PMC3682723
- Wendt KS Grosveld FG Transcription in the context of the 3D nucleus Curr Opin Genet Dev 2014 25 62 7 24534714
- Osborne CS Chakalova L Brown KE Carter D Active genes dynamically colocalize to shared sites of ongoing transcription Nat Genet 2004 36 1065 71 15361872
- Ghamari A van de Corput MPC Thongjuea S van Cappellen WA In vivo live imaging of RNA polymerase II transcription factories in primary cells Genes Dev 2013 27 767 77 23592796 PMC3639417
- Clapier CR Cairns BR The biology of chromatin remodeling complexes Annu Rev Biochem 2009 78 273 304 19355820
- Parvin JD Young RA Regulatory targets in the RNA polymerase II holoenzyme Curr Opin Genet Dev 1998 8 565 70 9794828
- Métivier R Penot G Hübner MR Reid G Estrogen receptor-α directs ordered, cyclical, and combinatorial recruitment of cofactors on a natural target promoter Cell 2003 115 751 63 14675539
- Kimura H Sugaya K Cook PR The transcription cycle of RNA polymerase II in living cells J Cell Biol 2002 159 777 82 12473686 PMC2173384
- Dundr M Hoffmann-Rohrer U Hu Q Grummt I A kinetic framework for a mammalian RNA polymerase in vivo Science 2002 298 1623 6 12446911
- Becker M Baumann C John S Walker DA Dynamic behavior of transcription factors on a natural promoter in living cells EMBO Rep 2002 3 1188 94 12446572 PMC1308318
- Vermeulen W Houtsmuller AB The transcription cycle in vivo: a blind watchmaker at work Mol Cell 2002 10 1264 6 12504002
- Santisteban MS Kalashnikova T Smith MM Histone H2A.Z. regulates transcription and is partially redundant with nucleosome remodeling complexes Cell 2000 103 411 22 11081628
- Martin AM Pouchnik DJ Walker JL Wyrick JJ Redundant roles for histone H3 N-terminal lysine residues in subtelomeric gene repression in Saccharomyces cerevisiae Genetics 2004 167 1123 32 15280228 PMC1470950
- Barbaric S Luckenbach T Schmid A Blaschke D Redundancy of chromatin remodeling pathways for the induction of the yeast PHO5 promoter in vivo J Biol Chem 2007 282 27610 21 17631505
- Bezhani S Winter C Hershman S Wagner JD Unique, shared, and redundant roles for the Arabidopsis SWI/SNF chromatin remodeling ATPases BRAHMA and SPLAYED Plant Cell 2007 19 403 16 17293567 PMC1867337
- Barolo S Shadow enhancers: frequently asked questions about distributed cis-regulatory information and enhancer redundancy Bioessays 2011 34 135 41 22083793 PMC3517143
- Samee MAH Sinha S Quantitative modeling of a gene's expression from its intergenic sequence PLoS Comput Biol 2014 10 e1003467 24604095 PMC3945089
- Levine M Transcriptional enhancers in animal development and evolution Curr Biol 2010 20 R754 63 20833320 PMC4280268
- Raj A van Oudenaarden A Nature, nurture, or chance: stochastic gene expression and its consequences Cell 2008 135 216 26 18957198 PMC3118044
- Verzijlbergen KF Faber AW Stulemeijer IJ van Leeuwen F Multiple histone modifications in euchromatin promote heterochromatin formation by redundant mechanisms in Saccharomyces cerevisiae BMC Mol Biol 2009 10 1 16 19638198 PMC2724485
- Coulon A Chow CC Singer RH Larson DR Eukaryotic transcriptional dynamics: from single molecules to cell populations Nat Rev Genet 2013 14 572 84 23835438 PMC3807637
- O'Brien PJ Catalytic promiscuity and the divergent evolution of DNA repair enzymes Chem Rev 2006 106 720 52 16464022
- Eldar A Elowitz MB Functional roles for noise in genetic circuits Nature 2010 467 167 73 20829787 PMC4100692
- Teles J Pina C Edén P Ohlsson M Transcriptional regulation of lineage commitment – a stochastic model of cell fate decisions PLoS Comput Biol 2013 9 e1003197 23990771 PMC3749951
- Bulyk ML Computational prediction of transcription-factor binding site locations Genome Biol 2003 5 201 14709165 PMC395725
- Neph S Vierstra J Stergachis AB Reynolds AP An expansive human regulatory lexicon encoded in transcription factor footprints Nature 2012 489 83 90 22955618 PMC3736582
- Elf J Li G-W Xie XS Probing transcription factor dynamics at the single-molecule level in a living cell Science 2007 316 1191 4 17525339 PMC2853898
- Bintu L Buchler NE Garcia HG Gerland U Transcriptional regulation by the numbers: models Curr Opin Genet Dev 2005 15 116 24 15797194 PMC3482385
- Roider HG Kanhere A Manke T Vingron M Predicting transcription factor affinities to DNA from a biophysical model Bioinformatics 2007 23 134 41 17098775
- Kasowski M Grubert F Heffelfinger C Hariharan M Variation in transcription factor binding among humans Science 2010 328 232 5 20299548 PMC2938768
- Kilpinen H Waszak SM Gschwind AR Raghav SK Coordinated effects of sequence variation on DNA binding, chromatin structure, and transcription Science 2013 342 744 7 24136355 PMC5502466
- Cusanovich DA Pavlovic B Pritchard JK Gilad Y The functional consequences of variation in transcription factor binding PLoS Genet 2014 10 e1004226 24603674 PMC3945204
- Moses AM Pollard DA Nix DA Iyer VN Large-scale turnover of functional transcription factor binding sites in Drosophila PLoS Comput Biol 2006 2 e130 17040121 PMC1599766
- Doniger SW Fay JC Frequent gain and loss of functional transcription factor binding sites PLoS Comput Biol 2007 3 e99 17530920 PMC1876492
- Kim J He X Sinha S Evolution of regulatory sequences in 12 Drosophila species PLoS Genet 2009 5 e1000330 19132088 PMC2607023
- Dowell RD Transcription factor binding variation in the evolution of gene regulation Trends Genet 2010 26 468 75 20864205
- Schmidt D Wilson MD Ballester B Schwalie PC Five-vertebrate ChIP-seq reveals the evolutionary dynamics of transcription factor binding Science 2010 328 1036 40 20378774 PMC3008766
- Paris M Kaplan T Li X-Y Villalta JE Extensive divergence of transcription factor binding in Drosophila embryos with highly conserved gene expression PLoS Genet 2013 9 e1003748 24068946 PMC3772039
- He X Duque TSPC Sinha S Evolutionary origins of transcription factor binding site clusters Mol Biol Evol 2012 29 1059 70 22075113 PMC3278477
- Lusk RW Eisen MB Evolutionary mirages: selection on binding site composition creates the illusion of conserved grammars in Drosophila enhancers PLoS Genet 2010 6 e1000829 20107516 PMC2809757
- Thanos D Maniatis T Virus induction of human IFNβ gene expression requires the assembly of an enhanceosome Cell 1995 83 1091 100 8548797
- Arnosti DN Kulkarni MM Transcriptional enhancers: intelligent enhanceosomes or flexible billboards J Cell Biochem 2005 94 890 8 15696541
- Spitz F Furlong EEM Transcription factors: from enhancer binding to developmental control Nat Rev Genet 2012 13 613 26 22868264
- Dresch JM Liu X Arnosti DN Ay A Thermodynamic modeling of transcription: sensitivity analysis differentiates biological mechanism from mathematical model-induced effects BMC Syst Biol 2010 4 142 20969803 PMC2987881
- He X Samee MAH Blatti C Sinha S Thermodynamics-based models of transcriptional regulation by enhancers: the roles of synergistic activation, cooperative binding and short-range repression PLoS Comput Biol 2010 6 e1000935 20862354 PMC2940721
- Kvon EZ Stampfel G Yáñez-Cuna JO Dickson BJ HOT regions function as patterned developmental enhancers and have a distinct cis-regulatory signature Genes Dev 2012 26 908 13 22499593 PMC3347788
- Zhou Q Liu JS Modeling within-motif dependence for transcription factor binding site predictions Bioinformatics 2004 20 909 16 14751969
- Narlikar L Mehta N Galande S Arjunwadkar M One size does not fit all: on how Markov model order dictates performance of genomic sequence analyses Nucleic Acids Res 2013 41 1416 24 23267010 PMC3562003
- Gordân R Hartemink AJ Bulyk ML Distinguishing direct versus indirect transcription factor–DNA interactions Genome Res 2009 19 2090 100 19652015 PMC2775597
- Omari ElK Hoosdally SJ Tuladhar K Karia D Structural basis for LMO2-driven recruitment of the SCL:E47bHLH heterodimer to hematopoietic-specific transcriptional targets Cell Rep 2013 4 135 47 23831025 PMC3714592
- Stefflova K Thybert D Wilson MD Streeter I Cooperativity and rapid evolution of cobound transcription factors in closely related mammals Cell 2013 154 530 40 23911320 PMC3732390
- Foley JW Sidow A Transcription-factor occupancy at HOT regions quantitatively predicts RNA polymerase recruitment in five human cell lines BMC Genomics 2013 14 720 24138567 PMC3826616
- Swanson CI Evans NC Barolo S Structural rules and complex regulatory circuitry constrain expression of a Notch- and EGFR-regulated eye enhancer Dev Cell 2010 18 359 70 20230745 PMC2847355
- Erceg J Saunders TE Girardot C Devos DP Subtle changes in motif positioning cause tissue-specific effects on robustness of an enhancer's activity PLoS Genet 2014 10 e1004060 24391522 PMC3879207
- Manolio TA Bringing genome-wide association findings into clinical use Nat Rev Genet 2013 14 549 58 23835440
- Karczewski KJ Dudley JT Kukurba KR Chen R Systematic functional regulatory assessment of disease-associated variants Proc Natl Acad Sci USA 2013 110 9607 23690573 PMC3677437
- Chakravarti A Genomic contributions to Mendelian disease Genome Res 2011 21 643 4 21536725 PMC3083080
- Drewell RA Transcription factor binding site redundancy in embryonic enhancers of the Drosophila bithorax complex G3 (Bethesda) 2011 1 603 6 22384371 PMC3276168
- Nowak MA Boerlijst MC Cooke J Smith JM Evolution of genetic redundancy Nature 1997 388 167 71 9217155
- Zhang J Genetic redundancies and their evolutionary maintenance Adv Exp Med Biol 2012 751 279 300 22821463
- Vavouri T Semple JI Lehner B Widespread conservation of genetic redundancy during a billion years of eukaryotic evolution Trends Genet 2008 24 485 8 18786741
- Wang Z Zhang J Abundant indispensable redundancies in cellular metabolic networks Genome Biol Evol 2009 1 23 33 20333174 PMC2817398
- Paixão T Azevedo RBR Redundancy and the evolution of cis-regulatory element multiplicity PLoS Comput Biol 2010 6 e1000848 20628617 PMC2900288
- Logue JS Morrison DK Complexity in the signaling network: insights from the use of targeted inhibitors in cancer therapy Genes Dev 2012 26 641 50 22474259 PMC3323875
- Hermisson J Wagner GP Jen E Evolution of phenotypic robustness Robust Design: A Repertoire from Biology, Ecology, and Engineering 2005 New York Oxford University Press 47 70
- Kafri R Springer M Pilpel Y Genetic redundancy: new tricks for old genes Trends Immunol 2009 136 389 92 19203571
- Ramos AI Barolo S Low-affinity transcription factor binding sites shape morphogen responses and enhancer evolution Phil Trans R Soc B 2013 368 20130018 24218631 PMC3826492
- Musso G Costanzo M Huangfu M Smith AM The extensive and condition-dependent nature of epistasis among whole-genome duplicates in yeast Genome Res 2008 18 1092 9 18463300 PMC2493398
- Putty K Marcus SA Mittl PRE Bogadi LE Robustness of Helicobacter pylori infection conferred by context-variable redundancy among cysteine-rich paralogs PLoS One 2013 8 e59560 23555707 PMC3608669
- O'Meara MM Bigelow H Flibotte S Etchberger JF Cis-regulatory mutations in the Caenorhabditis elegans homeobox gene locus cog-1 affect neuronal development Genetics 2009 181 1679 86 19189954 PMC2666530
- Bhatia A Yadav A Gagneur J Zhu C Yeast growth plasticity is regulated by environment specific multi-QTL interactions G3 (Bethesda) 2014 4 769 77 24474169 PMC4025475
- de Nadal E Ammerer G Posas F Controlling gene expression in response to stress Nat Rev Genet 2011 12 833 45 22048664
- Frankel N Davis GK Vargas D Wang S Phenotypic robustness conferred by apparently redundant transcriptional enhancers Nature 2010 466 490 3 20512118 PMC2909378
- Kienle S Sommer RJ Cryptic variation in vulva development by cis-regulatory evolution of a HAIRY-binding site Nat Commun 2013 4 1714 23591881
- Strehler BL Freeman MR Randomness, redundancy and repair: roles and relevance to biological aging Mech Ageing Dev 1980 14 15 38 7206810
- Han J-DJ An aging program at the systems level Birth Defects Res C Embryo Today 2012 96 206 11 22692892
- Yao C Joehanes R Johnson AD Huan T Sex- and age-interacting eQTLs in human complex diseases Hum Mol Genet 2014 23 1947 56 24242183 PMC3943525
- Choy E Yelensky R Bonakdar S Plenge RM Genetic analysis of human traits in vitro: drug response and gene expression in lymphoblastoid cell lines PLoS Genet 2008 4 e1000287 19043577 PMC2583954
- Maranville JC Luca F Richards AL Wen X Interactions between glucocorticoid treatment and cis-regulatory polymorphisms contribute to cellular response phenotypes PLoS Genet 2011 7 e1002162 21750684 PMC3131293
- Gaffney DJ Global properties and functional complexity of human gene regulatory variation PLoS Genet 2013 9 e1003501 23737752 PMC3667745
- Moore JH Williams SM Epistasis and its implications for personal genetics Am J Hum Genet 2009 85 309 20 19733727 PMC2771593
- McKinney BA Pajewski NM Six degrees of epistasis: statistical network models for GWAS Front Genet 2012 2 109 22303403 PMC3261632
- Akhtar W de Jong J Pindyurin AV Pagie L Chromatin position effects assayed by thousands of reporters integrated in parallel Cell 2013 154 914 27 23953119
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“…15 of 26 Theoretically, the generally independent enhancer action also enables activation signals from individual elements to quantitatively ‘add up’ (at least to some extent) to promote stronger transcrip- tional outputs (Arnold et al., 2013; Bothma et al., 2015; Lam et al., 2015; Spivakov, 2014).”
BackgroundSelf-citationTranscriptional enhancers and their communication with gene promoters
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- Authors
- Spivakov, M.
- Affiliations
- Babraham Institute (GB)
- Corresponding author
- Spivakov, Mikhail
- ORCID
- Spivakov, Mikhail
- Venue
- BioEssays
- Publisher
- Wiley
- Published
- 2014-05-30
- Volume
- 36
- Issue
- 8
- Pages
- 798-806
- ISSN
- 0265-9247 (ISSN-L)
- 1521-1878
- PMC
- PMC4230394
- OpenAlex
- W1557274850
- Cited by
- 96
- References
- 16
- Citations by year
- 2026: 4 · 2025: 10 · 2024: 12 · 2023: 7 · 2022: 5 · 2021: 16 · 2020: 7 · 2019: 2 · 2018: 9 · 2017: 6 · 2016: 9 · 2015: 8 · 2014: 1
- FWCI
- 0.75
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- BioEssays (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Funders
- Biotechnology and Biological Sciences Research Council
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Chromatin Dynamics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Associations and Epidemiology
- Life Sciences › Agricultural and Biological Sciences › Plant Science › Chromosomal and Genetic Variations
- Keywords
- transcription factor binding sites, transcriptional regulation, gene redundancy, genome-wide association study, complex traits, environmental stress
- MeSH terms
- Animals, Binding Sites, Humans, Promoter Regions, Genetic, Protein Binding, Transcription Factors, Transcription, Genetic, Transcriptional Activation, Evolution, Molecular
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