bioRxivEvolutionary Biology
Count does not recover major events of gene flux in real biological data
N. Kapust, S. Nelson-Sathi, B. Schoenfeld, E. Hazkani-Covo, D. Bryant, P. J. Lockhart, M. Roettger, J. C. Xavier, W. F. Martin
Abstract
In prokaryotes, known mechanisms of lateral gene transfer (transformation, transduction, conjugation and gene transfer agents) generate new combinations of genes among chromosomes during evolution. In eukaryotes, whose host lineage is descended from archaea, lateral gene transfer from organelles to the nucleus occurs at endosymbiotic events. Recent genome analyses studying gene distributions have uncovered evidence for sporadic, discontinuous events of gene transfer from bacteria to archaea during evolution. Other studies have used traditional birth-and-death phylogenetic models to investigate prokaryote genome evolution to claim that gene transfer to archaea was continuous during evolution, rather than involving occasional periodic mass gene influx events. Here we test the ability of Count, a birth-and-death based program, to recover known events of mass acquisition and differential loss using plastid genomes and eukaryotic protein families that were acquired from plastids. Count showed a strong bias towards reconstructed histories having gene acquisitions distributed uniformly across the tree. Sometimes as many as nine different acquisitions by plastid DNA were inferred for the same protein family. That is, Count recovered gradual and continuous lateral gene transfer among lineages, even when massive gains followed by gradual differential loss is the true evolutionary process that generated the gene distribution data.
- organism: bacteria (other)
- organism: human
- organism: mouse
- assay: proteomics
- assay: DNA methylation
- research focus: gene regulatory network inference
- research focus: clustering
- research focus: differential expression
- approach: statistical model
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Evolution of gene order in prokaryotes is driven primarily by gene gain and loss
Shelly Brezner, Sofya K. Garushyants, … Sagi Snir·Proceedings of the National Academy of SciencesPeer-reviewed·Jun 11, 2025
- Eukaryote-to-eukaryote gene transfer pervades the genome evolution of Rhizaria
J. J. E. van Hooff, L. Eme·bioRxiv·Jan 27, 2023
- Gene transfers, like fossils, can date the Tree of Life
A. A. Davin, E. Tannier, … G. J. Szollosi·bioRxiv·Sep 27, 2017
- The fate of horizontally acquired genes: rapid initial turnover followed by long-term persistence
Swastik Mishra, Käthe Weit, Martin J. Lercher·Molecular Biology and EvolutionPeer-reviewed·Jul 1, 2026
- The probability of a unique gene occurrence at the tips of a phylogenetic tree in the absence of horizontal gene transfer (the last-one-out)
N. Bremer, W. F. Martin, M. Steel·bioRxiv·Jan 14, 2024
- Phylogeny-aware simulations suggest a low impact of unsampled lineages in the inference of gene flow during eukaryogenesis
Moisès Bernabeu, Saioa Manzano-Morales, Toni Gabaldón·Genome Biology and EvolutionPeer-reviewed·Oct 8, 2025