Entromics -- thermodynamics of sequence dependent base incorporation into DNA reveals novel long-distance genome organization
Petr Pancoska, Zdenek Moravek, Uday Kiran Para, Jaroslav Nesetril

TL;DR
This paper introduces entromics, a thermodynamic framework based on DNA sequence-dependent incorporation chemical potential, revealing new insights into genome organization and constraints through a combination of graph theory and statistical thermodynamics.
Contribution
It develops a novel thermodynamic model of DNA base incorporation, introducing the concept of incorporation entropy and linking it to genome organization and evolution.
Findings
Identification of a new physical property of DNA, the incorporation chemical potential.
Derivation of formulas to compute this potential from DNA sequences.
Revelation of long-distance genome organization patterns through thermodynamic restrictions.
Abstract
Zero mode waveguide technology of next generation sequencing demonstrated sequence-dependence of the enzymatic reaction, incorporating a base into the genomic DNA. We show that these experimental results indicate existence of a previously uncharacterized physical property of DNA, the incorporation reaction chemical potential {\Delta}{\mu}. We use the combination of graph theory and statistical thermodynamics to derive entromics - a series of results providing the thermodynamic model of {\Delta}{\mu}. We also show that {\Delta}{\mu}i is quantitatively characterized as incorporation entropy. We present formulae for computing {\Delta}{\mu} from the genome DNA sequence. We then derive important restrictions on DNA properties and genome assembly that follow from thermodynamic properties of {\Delta}{\mu}. Finally, we show how these genome assembly restrictions lead directly to the evolution…
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.
Taxonomy
TopicsRNA and protein synthesis mechanisms · DNA and Nucleic Acid Chemistry · Protein Structure and Dynamics
