Gene Expression Noise in Spatial Patterning: hunchback Promoter Structure Affects Noise Amplitude and Distribution in Drosophila Segmentation
Gene Expression Noise in Spatial Patterning: hunchback Promoter Structure Affects Noise Amplitude and Distribution in Drosophila Segmentation
Noise is an intrinsic part of biochemical systems such as gene regulation networks. Noisy gene expression has been well documented in populations of single cells, and is likely a key mechanism in evolutionary change. But in developing embryos, cells within a tissue must overcome such variability in order to provide the uniformity required to coordinate multiple events. Reproducibility and determinacy of the spatial protein patterns preceding tissue differentiation is a critical aspect of development. In this study, we use anterior-posterior (AP) segmentation in the fruit fly (Drosophila) to understand how gene regulation dynamics control noise. One of the earliest AP patterning events is the anterior activation of the hunchback (hb) gene by the maternally-derived Bicoid (Bcd) protein gradient. This interaction has been very well characterized, providing the tools for us to develop a stochastic model of hb gene regulation to make predictions about expression noise, and to corroborate these experimentally. For hb, we show that self-regulation is a critical part of controlling noise, and the multiple Bcd binding sites in the hb promoter also enhance pattern reproducibility. To the degree that such features are shared by other genes, these noise-reducing mechanisms may be common to many pattern forming events.
e1001069
Holloway, David M.
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Lopes, Francisco J. P.
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da Fontoura Costa, Luciano
e0852a5d-dac7-41dc-a415-fb5e76deeafd
Travençolo, Bruno A. N.
c6001b82-8f21-4b5c-944e-46a476ef1e7b
Golyandina, Nina
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Usevich, Konstantin
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Spirov, Alexander V.
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February 2011
Holloway, David M.
f1130d66-1e4c-48f8-bd1b-5054d4ece143
Lopes, Francisco J. P.
c6771642-2808-4761-9afa-8b11c5dc6124
da Fontoura Costa, Luciano
e0852a5d-dac7-41dc-a415-fb5e76deeafd
Travençolo, Bruno A. N.
c6001b82-8f21-4b5c-944e-46a476ef1e7b
Golyandina, Nina
3e6cc74b-7daf-4aeb-adc3-f59c2f967f23
Usevich, Konstantin
1ab9effb-9945-40b6-94d7-f94dd0339110
Spirov, Alexander V.
2a75bb2c-a7dd-4e09-b9e7-b7958d7aa8b2
Holloway, David M., Lopes, Francisco J. P., da Fontoura Costa, Luciano, Travençolo, Bruno A. N., Golyandina, Nina, Usevich, Konstantin and Spirov, Alexander V.
(2011)
Gene Expression Noise in Spatial Patterning: hunchback Promoter Structure Affects Noise Amplitude and Distribution in Drosophila Segmentation.
PLoS Computational Biology, 7 (2), .
(doi:10.1371/journal.pcbi.1001069).
Abstract
Noise is an intrinsic part of biochemical systems such as gene regulation networks. Noisy gene expression has been well documented in populations of single cells, and is likely a key mechanism in evolutionary change. But in developing embryos, cells within a tissue must overcome such variability in order to provide the uniformity required to coordinate multiple events. Reproducibility and determinacy of the spatial protein patterns preceding tissue differentiation is a critical aspect of development. In this study, we use anterior-posterior (AP) segmentation in the fruit fly (Drosophila) to understand how gene regulation dynamics control noise. One of the earliest AP patterning events is the anterior activation of the hunchback (hb) gene by the maternally-derived Bicoid (Bcd) protein gradient. This interaction has been very well characterized, providing the tools for us to develop a stochastic model of hb gene regulation to make predictions about expression noise, and to corroborate these experimentally. For hb, we show that self-regulation is a critical part of controlling noise, and the multiple Bcd binding sites in the hb promoter also enhance pattern reproducibility. To the degree that such features are shared by other genes, these noise-reducing mechanisms may be common to many pattern forming events.
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Published date: February 2011
Organisations:
Southampton Wireless Group
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Local EPrints ID: 273001
URI: http://eprints.soton.ac.uk/id/eprint/273001
ISSN: 1553-734X
PURE UUID: ac29fb1a-c457-4468-bb18-a8e41ad245c8
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Date deposited: 15 Nov 2011 21:18
Last modified: 14 Mar 2024 10:15
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Author:
David M. Holloway
Author:
Francisco J. P. Lopes
Author:
Luciano da Fontoura Costa
Author:
Bruno A. N. Travençolo
Author:
Nina Golyandina
Author:
Konstantin Usevich
Author:
Alexander V. Spirov
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