Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Silva Pereira, Sara, Heap, John, Jones, Andrew R, Jackson, Andrew P
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
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
_version_ 1783450396151250944
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
work_keys_str_mv AT silvapereirasara vapperhighthroughputvariantantigenprofilinginafricantrypanosomesoflivestock
AT heapjohn vapperhighthroughputvariantantigenprofilinginafricantrypanosomesoflivestock
AT jonesandrewr vapperhighthroughputvariantantigenprofilinginafricantrypanosomesoflivestock
AT jacksonandrewp vapperhighthroughputvariantantigenprofilinginafricantrypanosomesoflivestock