Protein lipograms
Abstract
Linguistic analysis of protein sequences is an underexploited technique. Here, we capitalize on the concept of the lipogram to characterize sequences at the proteome levels. A lipogram is a literary composition which omits one or more letters. A protein lipogram likewise omits one or more types of amino acid. In this article, we establish a usable terminology for the decomposition of a sequence collection in terms of the lipogram. Next, we characterize Uniref50 using a lipogram decomposition. At the global level, protein lipograms exhibit power-law properties. A clear correlation with metabolic cost is seen. Finally, we use the lipogram construction to assign proteomes to the four branches of the tree-of-life: archaea, bacteria, eukaryotes and viruses. We conclude from this pilot study that the lipogram demonstrates considerable potential as an additional tool for sequence analysis and proteome classification.
- Publication:
-
Journal of Theoretical Biology
- Pub Date:
- October 2017
- DOI:
- 10.1016/j.jtbi.2017.07.009
- arXiv:
- arXiv:1707.08984
- Bibcode:
- 2017JThBi.430..109L
- Keywords:
-
- Lipograms;
- Histogram;
- Uniref50;
- Proteome;
- Quantitative Biology - Quantitative Methods;
- Physics - Biological Physics
- E-Print:
- 8 pages, 2 columns, 5 figures