Positional information, in bits. Author Julien Dubuis, Gašper Tkačik, Eric Wieschaus, Thomas Gregor, William Bialek Publication Year 2013 Type Journal Article Abstract Cells in a developing embryo have no direct way of "measuring" their physical position. Through a variety of processes, however, the expression levels of multiple genes come to be correlated with position, and these expression levels thus form a code for "positional information." We show how to measure this information, in bits, using the gap genes in the Drosophila embryo as an example. Individual genes carry nearly two bits of information, twice as much as would be expected if the expression patterns consisted only of on/off domains separated by sharp boundaries. Taken together, four gap genes carry enough information to define a cell's location with an error bar of ~1 along the anterior/posterior axis of the embryo. This precision is nearly enough for each cell to have a unique identity, which is the maximum information the system can use, and is nearly constant along the length of the embryo. We argue that this constancy is a signature of optimality in the transmission of information from primary morphogen inputs to the output of the gap gene network. Keywords Animals, Drosophila, Gene Expression Regulation, Developmental, Embryonic Development, Models, Biological, Gene Regulatory Networks, Proteins, Cell Movement Journal Proc Natl Acad Sci U S A Volume 110 Issue 41 Pages 16301-8 Date Published 10/2013 Alternate Journal Proc. Natl. Acad. Sci. U.S.A. Google ScholarBibTeXEndNote X3 XML