A model for the emergence of the genetic code as a transition in a noisy information channel
arXiv:1007.4122 · doi:10.1016/j.jtbi.2007.07.029
Abstract
The genetic code maps the sixty-four nucleotide triplets (codons) to twenty amino-acids. Some argue that the specific form of the code with its twenty amino-acids might be a 'frozen accident' because of the overwhelming effects of any further change. Others see it as a consequence of primordial biochemical pathways and their evolution. Here we examine a scenario in which evolution drives the emergence of a genetic code by selecting for an amino-acid map that minimizes the impact of errors. We treat the stochastic mapping of codons to amino-acids as a noisy information channel with a natural fitness measure. Organisms compete by the fitness of their codes and, as a result, a genetic code emerges at a supercritical transition in the noisy channel, when the mapping of codons to amino-acids becomes nonrandom. At the phase transition, a small expansion is valid and the emergent code is governed by smooth modes of the Laplacian of errors. These modes are in turn governed by the topology of the error-graph, in which codons are connected if they are likely to be confused. This topology sets an upper bound - which is related to the classical map-coloring problem - on the number of possible amino-acids. The suggested scenario is generic and may describe a mechanism for the formation of other error-prone biological codes, such as the recognition of DNA sites by proteins in the transcription regulatory network.
Keywords: genetic code, rate-distortion theory, biological information channels
References in corpus (3)
Cited by in corpus (7)
- A colorful origin for the genetic code: Information theory, statistical mechanics and the emergence of molecular codes
- A rate-distortion scenario for the emergence and evolution of noisy molecular codes
- Casting Polymer Nets to Optimize Noisy Molecular Codes
- A simple model for the evolution of molecular codes driven by the interplay of accuracy, diversity and cost
- Malleable Coding: Compressed Palimpsests
- The physical language of molecular codes: A rate-distortion approach to the evolution and emergence of biological codes
- Quantitative Nonequilibrium Pathway from Fundamental Physics to the Emergence and Persistence of Exoplanetary Biospheres