Dense Bicoid hubs accentuate binding along the morphogen gradient
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Abstract
Morphogen gradients direct the spatial patterning of developing embryos; however, the mechanisms by which these gradients are interpreted remain elusive. Here we used lattice light-sheet microscopy to perform in vivo single-molecule imaging in early Drosophila melanogaster embryos of the transcription factor Bicoid that forms a gradient and initiates patterning along the anteroposterior axis. In contrast to canonical models, we observed that Bicoid binds to DNA with a rapid off rate throughout the embryo such that its average occupancy at target loci is on-rate-dependent. We further observed Bicoid forming transient “hubs” of locally high density that facilitate binding as factor levels drop, including in the posterior, where we observed Bicoid binding despite vanishingly low protein levels. We propose that localized modulation of transcription factor on rates via clustering provides a general mechanism to facilitate binding to low-affinity targets and that this may be a prevalent feature of other developmental transcription factors.
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Zelda promotes the formation of local transcription factor hubs involving transcription factors required for developmental patterning, such as Bicoid and Dorsal.
“For instance, Zelda promotes the formation of local TF hubs involving important transcription factors required for developmental patterning, such as Bicoid and Dorsal [51–54].”
From Transcriptional enhancers and their communication with gene promoters (2021) · cites this paper as [51]
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Cites
Single-Molecule Dynamics of Enhanceosome Assembly in Embryonic Stem Cells
Chen, J., Zhang, Z., Li, L., Chen, B.-C., Revyakin, A., Hajj, B., Legant, W., Dahan, M., Lionnet, T., Betzig, E., et al. (2014) · Cell · doi:10.1016/j.cell.2014.01.062 · Cited by 602 · see citing works
Harrison, M. M., Li, X.-Y., Kaplan, T., Botchan, M. R., & Eisen, M. B. (2011) · PLoS Genetics · doi:10.1371/journal.pgen.1002266 · Cited by 338 · see citing works
Self-citationAnterior-posterior positional information in the absence of a strong Bicoid gradient
Ochoa-Espinosa, A., Yu, D., Tsirigos, A., Struffi, P., & Small, S. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0807878105 · Cited by 89 · see citing works
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Research works printed but not linked: 48
- Blythe SA, Wieschaus EF. 2016 Establishment and maintenance of heritable chromatin structure during early Drosophila embryogenesis. Elife 5: e20148. 27879204 PMC5156528
- Bradley RK, Li XY, Trapnell C, Davidson S, Pachter L, Chu HC, Tonkin LA, Biggin MD, Eisen MB. 2010 Binding site turnover produces pervasive quantitative changes in transcription factor binding between closely related Drosophila species. PLoS Biol 8: e1000343. 20351773 PMC2843597
- Burz DS, Rivera-Pomar R, Jackle H, Hanes SD. 1998 Cooperative DNA-binding by Bicoid provides a mechanism for threshold-dependent gene activation in the Drosophila embryo. EMBO J 17: 5998– 6009. 9774343 PMC1170926
- Chen H, Xu Z, Mei C, Yu D, Small S. 2012 A system of repressor gradients spatially organizes the boundaries of Bicoid-dependent target genes. Cell 149: 618– 629. 22541432 PMC3535481
- Chen BC, Legant WR, Wang K, Shao L, Milkie DE, Davidson MW, Janetopoulos C, Wu XFS, Hammer JA, Liu Z, 2014a Lattice light-sheet microscopy: imaging molecules to embryos at high spatiotemporal resolution. Science 346: 439. PMC4336192 25342811
- Cisse II, Izeddin I, Causse SZ, Boudarene L, Senecal A, Muresan L, Dugast-Darzacq C, Hajj B, Dahan M, Darzacq X. 2013 Real-time dynamics of RNA polymerase II clustering in live human cells. Science 341: 664– 667. 23828889
- Combs PA, Eisen MB. 2013 Sequencing mRNA from cryo-sliced Drosophila embryos to determine genome-wide spatial patterns of gene expression. PLoS One 8: e71820. 23951250 PMC3741199
- Combs PA, Eisen MB. 2017 Genome-wide measurement of spatial expression in patterning mutants of Drosophila melanogaster. F1000Res 6: 41. 28299188 PMC5325077
- Crocker J, Noon EP, Stern DL. 2016 The soft touch: low-affinity transcription factor binding sites in development and evolution. Curr Topics Dev Biol 117: 455– 469. 26969995
- Crocker J, Tsai A, Muthusamy AK, Lavis LD, Singer RH, Stern DL. 2017 Nuclear microenvironments modulate transcription from low-affinity enhancers. bioRxiv 10.1101/128280. PMC5695909 29095143 · DOI
- Driever W, Nusslein-Volhard C. 1988a The bicoid protein determines position in the Drosophila embryo in a concentration-dependent manner. Cell 54: 95– 104. 3383245
- Driever W, Nusslein-Volhard C. 1988b A gradient of bicoid protein in Drosophila embryos. Cell 54: 83– 93. 3383244
- Driever W, Nusslein-Volhard C. 1989 The bicoid protein is a positive regulator of hunchback transcription in the early Drosophila embryo. Nature 337: 138– 143. 2911348
- Driever W, Siegel V, Nusslein-Volhard C. 1990 Autonomous determination of anterior structures in the early Drosophila embryo by the bicoid morphogen. Development 109: 811– 820. 2226200
- Ephrussi A, St Johnston D. 2004 Seeing is believing: the bicoid morphogen gradient matures. Cell 116: 143– 152. 14744427
- Foo SM, Sun Y, Lim B, Ziukaite R, O'Brien K, Nien CY, Kirov N, Shvartsman SY, Rushlow CA. 2014 Zelda potentiates morphogen activity by increasing chromatin accessibility. Curr Biol 24: 1341– 1346. 24909324 PMC4075064
- Fradin C. 2017 On the importance of protein diffusion in biological systems: the example of the Bicoid morphogen gradient. Biochim Biophys Acta 10.1016/j.bbapap.2017.09.002. 28919007 · DOI
- Gregor T, Wieschaus EF, McGregor AP, Bialek W, Tank DW. 2007 Stability and nuclear dynamics of the bicoid morphogen gradient. Cell 130: 141– 152. 17632061 PMC2253672
- Hamm DC, Bondra ER, Harrison MM. 2015 Transcriptional activation is a conserved feature of the early embryonic factor Zelda that requires a cluster of four zinc fingers for DNA binding and a low-complexity activation domain. J Biol Chem 290: 3508– 3518. 25538246 PMC4319018
- Hannon CE, Blythe SA, Wieschaus EF. 2017 Concentration dependent chromatin states induced by the bicoid morphogen gradient. bioRxiv 10.1101/133348. PMC5624782 28891464 · DOI
- Hansen AS, Pustova I, Cattoglio C, Tjian R, Darzacq X. 2017 CTCF and cohesin regulate chromatin loop stability with distinct dynamics. Elife 6: e25776. 28467304 PMC5446243
- La Rosee A, Hader T, Taubert H, Rivera-Pomar R, Jackle H. 1997 Mechanism and Bicoid-dependent control of hairy stripe 7 expression in the posterior region of the Drosophila embryo. EMBO J 16: 4403– 4411. 9250684 PMC1170066
- Lebrecht D, Foehr M, Smith E, Lopes FJP, Vanario-Alonso CE, Reinitz J, Burz DS, Hanes SD. 2005 Bicoid cooperative DNA binding is critical for embryonic patterning in Drosophila. Proc Natl Acad Sci 102: 13176– 13181. 16150708 PMC1201621
- Li XY, MacArthur S, Bourgon R, Nix D, Pollard DA, Iyer VN, Hechmer A, Simirenko L, Stapleton M, Hendriks CLL, 2008 Transcription factors bind thousands of active and inactive regions in the Drosophila blastoderm. PLoS Biol 6: 365– 388. PMC2235902 18271625
- Li XY, Harrison MM, Villata JE, Kaplan T, Eisen MB. 2014 Establishment of regions of genomic activity during the Drosophila maternal to zygotic transition. Elife 3: e03737. PMC4358338 25313869
- Liang HL, Nien CY, Liu HY, Metzstein MM, Kirov N, Rushlow C. 2008 The zinc-finger protein Zelda is a key activator of the early zygotic genome in Drosophila. Nature 456: 400– 403. 18931655 PMC2597674
- Liu Z, Legant WR, Chen BC, Li L, Grimm JB, Lavis LD, Betzig E, Tjian R. 2014 3D imaging of Sox2 enhancer clusters in embryonic stem cells. Elife 3: e04236. 25537195 PMC4381973
- Liu Z, Lavis LD, Betzig E. 2015 Imaging live-cell dynamics and structure at the single-molecule level. Mol Cell 58: 644– 659. 26000849
- Lucchetta EM, Lee JH, Fu LA, Patel NH, Ismagilov RF. 2005 Dynamics of Drosophila embryonic patterning network perturbed in space and time using microfluidics. Nature 434: 1134– 1138. 15858575 PMC2656922
- Mazza D, Abernathy A, Golob N, Morisaki T, McNally JG. 2012 A benchmark for chromatin binding measurements in live cells. Nucleic Acids Res 40: e119. 22844090 PMC3424588
- Morrison AH, Scheeler M, Dubuis J, Gregor T. 2012 Quantifying the Bicoid morphogen gradient in living fly embryos. Cold Spring Harb Protoc 2012: 398– 406. 22474658 PMC4001741
- Normanno D, Boudarene L, Dugast-Darzacq C, Chen J, Richter C, Proux F, Benichou O, Voituriez R, Darzacq X, Dahan M. 2015 Probing the target search of DNA-binding proteins in mammalian cells using TetR as model searcher. Nat Commun 6: 7357. 26151127 PMC4507003
- Ochoa-Espinosa A, Yucel G, Kaplan L, Pare A, Pura N, Oberstein A, Papatsenko D, Small S. 2005 The role of binding site cluster strength in Bicoid-dependent patterning in Drosophila. Proc Natl Acad Sci 102: 4960– 4965. 15793007 PMC555997
- Perry MW, Bothma JP, Luu RD, Levine M. 2012 Precision of hunchback expression in the Drosophila embryo. Curr Biol 22: 2247– 2252. 23122844 PMC4257490
- Planchon TA, Gao L, Milkie DE, Davidson MW, Galbraith JA, Galbraith CG, Betzig E. 2011 Rapid three-dimensional isotropic imaging of living cells using Bessel beam plane illumination. Nat Methods 8: 417– 423. 21378978 PMC3626440
- Porcher A, Abu-Arish A, Huart S, Roelens B, Fradin C, Dostatni N. 2010 The time to measure positional information: maternal Hunchback is required for the synchrony of the Bicoid transcriptional response at the onset of zygotic transcription. Development 137: 2795– 2804. 20663819
- Rivera-Pomar R, Lu X, Perrimon N, Taubert H, Jackle H. 1995 Activation of posterior gap gene expression in the Drosophila blastoderm. Nature 376: 253– 256. 7617036
- Schulz KN, Bondra ER, Moshe A, Villalta JE, Lieb JD, Kaplan T, McKay DJ, Harrison MM. 2015 Zelda is differentially required for chromatin accessibility, transcription factor binding, and gene expression in the early Drosophila embryo. Genome Res 25: 1715– 1726. 26335634 PMC4617967
- Serge A, Bertaux N, Rigneault H, Marguet D. 2008 Dynamic multiple-target tracing to probe spatiotemporal cartography of cell membranes. Nat Methods 5: 687– 694. 18604216
- Small S, Blair A, Levine M. 1996 Regulation of two pair-rule stripes by a single enhancer in the Drosophila embryo. Dev Biol 175: 314– 324. 8626035
- Struhl G, Struhl K, Macdonald PM. 1989 The gradient morphogen bicoid is a concentration-dependent transcriptional activator. Cell 57: 1259– 1273. 2567637
- Sun YJ, Nien CY, Chen K, Liu HY, Johnston J, Zeitlinger J, Rushlow C. 2015 Zelda overcomes the high intrinsic nucleosome barrier at enhancers during Drosophila zygotic genome activation. Genome Res 25: 1703– 1714. 26335633 PMC4617966
- Tokunaga M, Imamoto N, Sakata-Sogawa K. 2008 Highly inclined thin illumination enables clear single-molecule imaging in cells. Nat Methods 5: 159– 161. 18176568
- Turing AM. 1952 The chemical basis of morphogenesis. Philos Trans R Soc Lond B 237: 37– 72. PMC4360114 25750229
- Wolpert L. 1969 Positional information and the spatial pattern of cellular differentiation. J Theor Biol 25: 1– 47. 4390734
- Xu Z, Chen H, Ling J, Yu D, Struffi P, Small S. 2014 Impacts of the ubiquitous factor Zelda on Bicoid-dependent DNA binding and transcription in Drosophila. Genes Dev 28: 608– 621. 24637116 PMC3967049
- Xu H, Sepulveda LA, Figard L, Sokac AM, Golding I. 2015 Combining protein and mRNA quantification to decipher transcriptional regulation. Nat Methods 12: 739– 742. 26098021 PMC4521975
- Yeung C, Shtrahman M, Wu XL. 2007 Stick-and-diffuse and caged diffusion: a comparison of two models of synaptic vesicle dynamics. Biophys J 92: 2271– 2280. 17218458 PMC1864819
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“5 s−1 to ensure consistency with recent experimental measurements of Bicoid in [45, 46].”
BackgroundMethodInfluentialTranscriptional enhancers and their communication with gene promoters
Ray-Jones, H., & Spivakov, M. (2021) · Cellular and Molecular Life Sciences · doi:10.1007/s00018-021-03903-w · Cited by 81 · see citing works
- Authors
- Mir, M., Reimer, A., Haines, J. E., Li, X.-Y., Stadler, M., Garcia, H., Eisen, M. B., & Darzacq, X.
- Affiliations
- University of California, Berkeley (US)
- Howard Hughes Medical Institute (US)
- Corresponding author
- Darzacq, Xavier
- Venue
- Genes & Development
- Publisher
- Cold Spring Harbor Laboratory
- Published
- 2017-09-01
- Volume
- 31
- Issue
- 17
- Pages
- 1784-1794
- ISSN
- 0890-9369 (ISSN-L)
- 1549-5477
- PMC
- PMC5666676
- OpenAlex
- W2950013332
- Cited by
- 192
- References
- 3
- Citations by year
- 2026: 10 · 2025: 19 · 2024: 24 · 2023: 27 · 2022: 24 · 2021: 20 · 2020: 22 · 2019: 19 · 2018: 22 · 2017: 5
- Type
- posted content
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- cc-by
- Locations
- Genes & Development (publishedVersion, cc-by)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- eScholarship (California Digital Library) (submittedVersion, cc-by)
- HighWire Press Open Archive (submittedVersion)
- Funders
- California Institute of Regenerative Medicine (LA1-08013)
- National Institutes of Health (UO1-EB021236, U54-DK107980)
- Burroughs Wellcome Fund
- Sloan Research Foundation
- Shurl and Kay Curci Foundation
- Howard Hughes Medical Institute
- National Science Foundation
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Developmental Biology and Gene Regulation
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Chromatin Dynamics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Diffusion and Search Dynamics
- Keywords
- Bicoid, morphogen gradients, transcription factor-DNA binding, binding kinetics, protein clustering, anterior-posterior patterning, Drosophila melanogaster embryo, single-molecule imaging
- MeSH terms
- Single Molecule Imaging, Animals, Chromatin, Drosophila melanogaster, Embryo, Nonmammalian, Nuclear Proteins, Protein Binding, Transcription Factors, Trans-Activators, Homeodomain Proteins, Body Patterning, Drosophila Proteins
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