Login / Signup

fagin: synteny-based phylostratigraphy and finer classification of young genes.

Zebulun ArendseeJing LiUrminder SinghPriyanka BhandaryArun SeetharamEve Syrkin Wurtele
Published in: BMC bioinformatics (2019)
fagin augments standard phylostratigraphy, and extends synteny-based phylostratigraphy with an automated, customizable, and detailed contextual analysis. By comparing synteny-based phylostrata to standard phylostrata, fagin systematically identifies those orphans and lineage-specific genes that are well-supported to have originated de novo. Analyzing within-species genomes should distinguish orphan genes that may have originated through rapid divergence from de novo orphans. Fagin also delineates whether a gene has no syntenic homolog because of technical or biological reasons. These analyses indicate that some orphans may be associated with regions of high genomic perturbation.
Keyphrases
  • genome wide
  • genome wide identification
  • copy number
  • dna methylation
  • bioinformatics analysis
  • machine learning
  • deep learning
  • transcription factor
  • gene expression
  • quantum dots