The DOI matches its Crossref record; 5 of the 5 references it cites were found in a registry or an index.
Variability in gene expression underlies incomplete penetrance
Open accessAbstract
The phenotypic differences between individual organisms can often be ascribed to underlying genetic and environmental variation. However, even genetically identical organisms in homogeneous environments vary, indicating that randomness in developmental processes such as gene expression may also generate diversity. To examine the consequences of gene expression variability in multicellular organisms, we studied intestinal specification in the nematode Caenorhabditis elegans in which wild-type cell fate is invariant and controlled by a small transcriptional network. Mutations in elements of this network can have indeterminate effects: some mutant embryos fail to develop intestinal cells, whereas others produce intestinal precursors. By counting transcripts of the genes in this network in individual embryos, we show that the expression of an otherwise redundant gene becomes highly variable in the mutants and that this variation is subjected to a threshold, producing an ON/OFF expression pattern of the master regulatory gene of intestinal differentiation. Our results demonstrate that mutations in developmental networks can expose otherwise buffered stochastic variability in gene expression, leading to pronounced phenotypic variation.
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Cites
Stochastic Gene Expression in a Single Cell
Elowitz, M. B., Levine, A. J., Siggia, E. D., & Swain, P. S. (2002) · Science · doi:10.1126/science.1070919 · Cited by 5,441
Hsp90 as a capacitor for morphological evolution
Rutherford, S. L., & Lindquist, S. (1998) · Nature · doi:10.1038/24550 · Cited by 2,270
Imaging individual mRNA molecules using multiple singly labeled probes
Raj, A., van den Bogaard, P., Rifkin, S. A., van Oudenaarden, A., & Tyagi, S. (2008) · Nature Methods · doi:10.1038/nmeth.1253 · Cited by 2,028
Self-citationStochastic mRNA Synthesis in Mammalian Cells
Raj, A., Peskin, C. S., Tranchina, D., Vargas, D. Y., & Tyagi, S. (2006) · PLoS Biology · doi:10.1371/journal.pbio.0040309 · Cited by 1,737
Self-citationControl of Stochasticity in Eukaryotic Gene Expression
Raser, J. M., & O'Shea, E. K. (2004) · Science · doi:10.1126/science.1098641 · Cited by 1,425
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Single-cell chromatin accessibility reveals principles of regulatory variation
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Ebert, M. S., & Sharp, P. A. (2012) · Cell · doi:10.1016/j.cell.2012.04.005 · Cited by 1,564
Single-Cell RNA-Seq Reveals Dynamic, Random Monoallelic Gene Expression in Mammalian Cells
Deng, Q., Ramsköld, D., Reinius, B., & Sandberg, R. (2014) · Science · doi:10.1126/science.1245316 · Cited by 1,345
High-throughput discovery of novel developmental phenotypes
The International Mouse Phenotyping Consortium, Dickinson, M. E., Flenniken, A. M., Ji, X., Teboul, L., Wong, M. D., White, J. K., Meehan, T. F., Weninger, W. J., Westerberg, H., et al. (2016) · Nature · doi:10.1038/nature19356 · Cited by 1,196
Mammalian genes are transcribed with widely different bursting kinetics
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Metadata
- Authors
- Raj, A., Rifkin, S. A., Andersen, E., & van Oudenaarden, A.
- Venue
- Nature
- Published
- 2010-02
- Volume
- 463
- Issue
- 7283
- Pages
- 913-918
- ISSN
- 0028-0836 (ISSN-L)
- 1476-4687
- OpenAlex
- W2110612987
- Cited by
- 636
- References
- 5
- FWCI
- 22.57
- Type
- journal article
- Language
- en
- Open access
- green
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