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A Gene-Coexpression Network for Global Discovery of Conserved Genetic Modules

Stuart, Joshua M., Segal, Eran, Koller, Daphne, Kim, Stuart K.·2003·Science

Abstract

To elucidate gene function on a global scale, we identified pairs of genes that are coexpressed over 3182 DNA microarrays from humans, flies, worms, and yeast. We found 22,163 such coexpression relationships, each of which has been conserved across evolution. This conservation implies that the coexpression of these gene pairs confers a selective advantage and therefore that these genes are functionally related. Manyof these relationships provide strong evidence for the involvement of new genes in core biological functions such as the cell cycle, secretion, and protein expression. We experimentallyconfirmed the predictions implied bysome of these links and identified cell proliferation functions for several genes. By assembling these links into a gene-coexpression network, we found several components that were animal-specific as well as interrelationships between newly evolved and ancient modules.

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Research works printed but not linked: 22

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Metadata

Authors
Stuart, J. M., Segal, E., Koller, D., & Kim, S. K.
Venue
Science
Published
2003-10-10
Volume
302
Issue
5643
Pages
249-255
ISSN
  • 0036-8075 (ISSN-L)
  • 1095-9203
OpenAlex
W2162142896
Cited by
2,256
References
5
FWCI
29.38
Type
journal article
Language
en
Open access
closed

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Stuart, J. M., Segal, E., Koller, D., & Kim, S. K. (2003). A Gene-Coexpression Network for Global Discovery of Conserved Genetic Modules. Science. https://doi.org/10.1126/science.1087447

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