Evidence map›Paper›PMID 41706752›Full record

ArticlePLoS biology2026

Comparative gene annotation and orthology assignments across 301 species of Drosophilidae.

Pankaj Dhakad, Bernard Y Kim, Dmitri A Petrov, Darren J Obbard

Abstract readComparative Study
In one paragraph

Article in PLoS biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors.

Pankaj DhakadInstitute of Ecology and Evolution, University of Edinburgh, Edinburgh, United Kingdom.ORCID https://orcid.org/0009-0009-5384-9861
Bernard Y KimDepartment of Ecology and Evolutionary Biology, Princeton University, Princeton, New Jersey, United States of America.
Dmitri A PetrovDepartment of Biology, Stanford University, Stanford, California, United States of America.
Darren J ObbardInstitute of Ecology and Evolution, University of Edinburgh, Edinburgh, United Kingdom.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

High-quality genome annotations are essential if we are to address central questions in comparative genomics, such as the origin of new genes, the drivers of genome size variation, and the evolutionary forces shaping gene content and structure. Here, we present protein-coding gene annotations for 301 species of the family Drosophilidae, generated using the Comparative Annotation Toolkit (CAT) and BRAKER3, and incorporating available RNA-seq and protein evidence. We take a comparative phylogenetic approach to annotation, with the aim of improving consistency and accuracy, and to generate a robust set of gene annotations and orthology assignments. We analyze our annotations using a phylogenetic mixed-model approach and find that gene number and CDS length exhibit moderate phylogenetic heritability (40% and 9.7%, respectively). For comparison, we also present analyses using a subset of the 215 highest quality genomes, although the findings were not markedly different. Our work suggests that while evolutionary history contributes to variation in these traits, species-specific factors-including assembly error-play a substantial role in shaping observed differences. To illustrate the utility of our annotations for comparative analyses, we investigate codon usage bias and amino acid composition across Drosophilidae. We find that codon usage is correlated with overall GC content and evolves slowly, but that it is also strongly shaped by selection-such that, in general, species with the strongest selection on synonymous codon usage show the lowest GC bias in third codon positions. This comparative annotation dataset forms part of an ongoing collaborative project to sequence and annotate all species of Drosophilidae, with data and annotations being made rapidly and freely available on an ongoing basis. We hope that this effort will serve as a foundation for studies in evolutionary and functional genomics and comparative biology across Drosophilidae.

Indexed as

DrosophilidaeMolecular Sequence AnnotationAnimalsCodon UsageEvolution, MolecularGenomeGenomicsPhylogenySpecies Specificity

Identifiers

PMID41706752
PMCPMC12928591

What Socratic holds

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.