
TL;DR
This paper proposes that mutations in biological systems can be modeled as Levy flights, characterized by both small-scale substitutions and large DNA rearrangements, supported by empirical data from E. coli evolution and human genomic studies.
Contribution
It introduces a novel Levy flight model for mutations, combining different mutation types and providing estimations for their rates and size distributions.
Findings
Mutations can be modeled as Levy flights in mutation space.
Estimated rates for single-base substitutions and large rearrangements.
Distribution function for large DNA rearrangements.
Abstract
Data from a long time evolution experiment with Escherichia Coli and from a large study on copy number variations in subjects with european ancestry are analyzed in order to argue that mutations can be described as Levy flights in the mutation space. These Levy flights have at least two components: random single-base substitutions and large DNA rearrangements. From the data, we get estimations for the time rates of both events and the size distribution function of large rearrangements.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
