ArticleBMC bioinformatics2021
airpg: automatically accessing the inverted repeats of archived plastid genomes.
Article in BMC bioinformatics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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5 citing papers in PubMed, 4 citations in OpenAlex.
- Complete chloroplast genome of Triticum aestivum cultivar 'Keumkang' from Korea (Poaceae) and comparative chloroplast genomes of the members of the Triticum genus.Journal of the science of food and agriculture · 2026Article
- Variation of and associations with the depth and evenness of sequencing coverage in archived plastid genomes.Scientific reports · 2025Article
- Variation of and associations with the depth and evenness of sequencing coverage in archived plastid genomes.Research square · 2025Article
- Variation in Chloroplast Genome Size: Biological Phenomena and Technological Artifacts.Plants (Basel, Switzerland) · 2023Article
- Chloroplast Genome Annotation Tools: Prolegomena to the Identification of Inverted Repeats.International journal of molecular sciences · 2022Article
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2 authors at 1 institution in 1 country.
Funding
Abstract
backgroundIn most flowering plants, the plastid genome exhibits a quadripartite genome structure, comprising a large and a small single copy as well as two inverted repeat regions. Thousands of plastid genomes have been sequenced and submitted to public sequence repositories in recent years. The quality of sequence annotations in many of these submissions is known to be problematic, especially regarding annotations that specify the length and location of the inverted repeats: such annotations are either missing or portray the length or location of the repeats incorrectly. However, many biological investigations employ publicly available plastid genomes at face value and implicitly assume the correctness of their sequence annotations.
resultsWe introduce airpg, a Python package that automatically assesses the frequency of incomplete or incorrect annotations of the inverted repeats among publicly available plastid genomes. Specifically, the tool automatically retrieves plastid genomes from NCBI Nucleotide under variable search parameters, surveys them for length and location specifications of inverted repeats, and confirms any inverted repeat annotations through self-comparisons of the genome sequences. The package also includes functionality for automatic identification and removal of duplicate genome records and accounts for taxa that genuinely lack inverted repeats. A survey of the presence of inverted repeat annotations among all plastid genomes of flowering plants submitted to NCBI Nucleotide until the end of 2020 using airpg, followed by a statistical analysis of potential associations with record metadata, highlights that release year and publication status of the genome records have a significant effect on the frequency of complete and equal-length inverted repeat annotations.
conclusionThe number of plastid genomes on NCBI Nucleotide has increased dramatically in recent years, and many more genomes will likely be submitted over the next decade. airpg enables researchers to automatically access and evaluate the inverted repeats of these plastid genomes as well as their sequence annotations and, thus, contributes to increasing the reliability of publicly available plastid genomes. The software is freely available via the Python package index at http://pypi.python.org/pypi/airpg .
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