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VAPPER: High-throughput variant antigen profiling in African trypanosomes of livestock
BACKGROUND: Analysing variant antigen gene families on a population scale is a difficult challenge for conventional methods of read mapping and variant calling due to the great variability in sequence, copy number, and genomic loci. In African trypanosomes, hemoparasites of humans and animals, this...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6735694/ https://www.ncbi.nlm.nih.gov/pubmed/31494667 http://dx.doi.org/10.1093/gigascience/giz091 |
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author | Silva Pereira, Sara Heap, John Jones, Andrew R Jackson, Andrew P |
author_facet | Silva Pereira, Sara Heap, John Jones, Andrew R Jackson, Andrew P |
author_sort | Silva Pereira, Sara |
collection | PubMed |
description | BACKGROUND: Analysing variant antigen gene families on a population scale is a difficult challenge for conventional methods of read mapping and variant calling due to the great variability in sequence, copy number, and genomic loci. In African trypanosomes, hemoparasites of humans and animals, this is complicated by variant antigen repertoires containing hundreds of genes subject to various degrees of sequence recombination. FINDINGS: We introduce Variant Antigen Profiler (VAPPER), a tool that allows automated analysis of the variant surface glycoprotein repertoires of the most prevalent livestock African trypanosomes. VAPPER produces variant antigen profiles for any isolate of the veterinary pathogens Trypanosoma congolense and Trypanosoma vivax from genomic and transcriptomic sequencing data and delivers publication-ready figures that show how the queried isolate compares with a database of existing strains. VAPPER is implemented in Python. It can be installed to a local Galaxy instance from the ToolShed (https://toolshed.g2.bx.psu.edu/) or locally on a Linux platform via the command line (https://github.com/PGB-LIV/VAPPER). The documentation, requirements, examples, and test data are provided in the Github repository. CONCLUSION: By establishing two different, yet comparable methodologies, our approach is the first to allow large-scale analysis of African trypanosome variant antigens, large multi-copy gene families that are otherwise refractory to high-throughput analysis. |
format | Online Article Text |
id | pubmed-6735694 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-67356942019-09-16 VAPPER: High-throughput variant antigen profiling in African trypanosomes of livestock Silva Pereira, Sara Heap, John Jones, Andrew R Jackson, Andrew P Gigascience Technical Note BACKGROUND: Analysing variant antigen gene families on a population scale is a difficult challenge for conventional methods of read mapping and variant calling due to the great variability in sequence, copy number, and genomic loci. In African trypanosomes, hemoparasites of humans and animals, this is complicated by variant antigen repertoires containing hundreds of genes subject to various degrees of sequence recombination. FINDINGS: We introduce Variant Antigen Profiler (VAPPER), a tool that allows automated analysis of the variant surface glycoprotein repertoires of the most prevalent livestock African trypanosomes. VAPPER produces variant antigen profiles for any isolate of the veterinary pathogens Trypanosoma congolense and Trypanosoma vivax from genomic and transcriptomic sequencing data and delivers publication-ready figures that show how the queried isolate compares with a database of existing strains. VAPPER is implemented in Python. It can be installed to a local Galaxy instance from the ToolShed (https://toolshed.g2.bx.psu.edu/) or locally on a Linux platform via the command line (https://github.com/PGB-LIV/VAPPER). The documentation, requirements, examples, and test data are provided in the Github repository. CONCLUSION: By establishing two different, yet comparable methodologies, our approach is the first to allow large-scale analysis of African trypanosome variant antigens, large multi-copy gene families that are otherwise refractory to high-throughput analysis. Oxford University Press 2019-08-29 /pmc/articles/PMC6735694/ /pubmed/31494667 http://dx.doi.org/10.1093/gigascience/giz091 Text en © The Author(s) 2019. Published by Oxford University Press. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Technical Note Silva Pereira, Sara Heap, John Jones, Andrew R Jackson, Andrew P VAPPER: High-throughput variant antigen profiling in African trypanosomes of livestock |
title | VAPPER: High-throughput variant antigen profiling in African trypanosomes of livestock |
title_full | VAPPER: High-throughput variant antigen profiling in African trypanosomes of livestock |
title_fullStr | VAPPER: High-throughput variant antigen profiling in African trypanosomes of livestock |
title_full_unstemmed | VAPPER: High-throughput variant antigen profiling in African trypanosomes of livestock |
title_short | VAPPER: High-throughput variant antigen profiling in African trypanosomes of livestock |
title_sort | vapper: high-throughput variant antigen profiling in african trypanosomes of livestock |
topic | Technical Note |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6735694/ https://www.ncbi.nlm.nih.gov/pubmed/31494667 http://dx.doi.org/10.1093/gigascience/giz091 |
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