The information capacity of the genetic code: Is the natural code optimal?
Ercan E Kuruoglu1, Peter F Arndt2
1Institute of Information Science and Technologies, "A. Faedo", CNR, via G Moruzzi 1, 56124 Pisa, Italy.
Molecular evolution is viewed as information transfer. We quantify information preservation using channel capacity, revealing insights into DNA and genetic code evolution, supporting a 2-nucleotide to 3-nucleotide codon extension hypothesis.
Area of Science:
- Molecular Biology
- Information Theory
- Genetics
Background:
- Molecular evolution involves changes in genetic material over time.
- Understanding information preservation is key to deciphering evolutionary processes.
- Shannon's channel coding theorem provides a framework for quantifying information transfer.
Purpose of the Study:
- To quantitatively measure information preservation in molecular evolution.
- To assess the information capacity of DNA at nucleotide and amino acid levels.
- To evaluate the optimality of the natural codon-amino acid code and explore evolutionary scenarios.
Main Methods:
- Applying Shannon's channel coding theorem to molecular evolution.
- Calculating information capacities of DNA using nucleotide and amino acid substitution models.
- Employing an adaptive search algorithm to explore the genetic code domain.
Main Results:
- Information capacities were calculated for DNA at both nucleotide and amino acid levels.
- The natural codon-amino acid code's optimality was discussed in relation to information capacity.
- A large number of genetic codes with higher information capacity were identified.
Conclusions:
- The study supports the hypothesis of an ancient evolutionary extension from 2-nucleotide to 3-nucleotide codons.
- The findings provide a quantitative information-theoretic perspective on molecular evolution and genetic code structure.
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