Predicting Lifestyle from Positive Selection Data and Genome Properties in Oomycetes

As evidenced in parasitism, host and niche shifts are a source of genomic and phenotypic diversification. Exemplary is a reduction in the core metabolism as parasites adapt to a particular host, while the accessory genome often maintains a high degree of diversification. However, selective pressures...

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Main Authors: Daniel Gómez-Pérez, Eric Kemen
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Pathogens
Subjects:
Online Access:https://www.mdpi.com/2076-0817/10/7/807
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spelling doaj-6cc78c50392049eb96c7584924cd35a72021-07-23T13:59:24ZengMDPI AGPathogens2076-08172021-06-011080780710.3390/pathogens10070807Predicting Lifestyle from Positive Selection Data and Genome Properties in OomycetesDaniel Gómez-Pérez0Eric Kemen1Center for Plant Molecular Biology (ZMBP), University of Tübingen, 72074 Tübingen, GermanyCenter for Plant Molecular Biology (ZMBP), University of Tübingen, 72074 Tübingen, GermanyAs evidenced in parasitism, host and niche shifts are a source of genomic and phenotypic diversification. Exemplary is a reduction in the core metabolism as parasites adapt to a particular host, while the accessory genome often maintains a high degree of diversification. However, selective pressures acting on the genome of organisms that have undergone recent lifestyle or host changes have not been fully investigated. Here, we developed a comparative genomics approach to study underlying adaptive trends in oomycetes, a eukaryotic phylum with a wide and diverse range of economically important plant and animal parasitic lifestyles. Our analysis reveals converging evolution on biological processes for oomycetes that have similar lifestyles. Moreover, we find that certain functions, in particular carbohydrate metabolism, transport, and signaling, are important for host and environmental adaptation in oomycetes. Given the high correlation between lifestyle and genome properties in our oomycete dataset, together with the known convergent evolution of fungal and oomycete genomes, we developed a model that predicts plant pathogenic lifestyles with high accuracy based on functional annotations. These insights into how selective pressures correlate with lifestyle may be crucial to better understand host/lifestyle shifts and their impact on the genome.https://www.mdpi.com/2076-0817/10/7/807oomyceteslifestyleevolution
collection DOAJ
language English
format Article
sources DOAJ
author Daniel Gómez-Pérez
Eric Kemen
spellingShingle Daniel Gómez-Pérez
Eric Kemen
Predicting Lifestyle from Positive Selection Data and Genome Properties in Oomycetes
Pathogens
oomycetes
lifestyle
evolution
author_facet Daniel Gómez-Pérez
Eric Kemen
author_sort Daniel Gómez-Pérez
title Predicting Lifestyle from Positive Selection Data and Genome Properties in Oomycetes
title_short Predicting Lifestyle from Positive Selection Data and Genome Properties in Oomycetes
title_full Predicting Lifestyle from Positive Selection Data and Genome Properties in Oomycetes
title_fullStr Predicting Lifestyle from Positive Selection Data and Genome Properties in Oomycetes
title_full_unstemmed Predicting Lifestyle from Positive Selection Data and Genome Properties in Oomycetes
title_sort predicting lifestyle from positive selection data and genome properties in oomycetes
publisher MDPI AG
series Pathogens
issn 2076-0817
publishDate 2021-06-01
description As evidenced in parasitism, host and niche shifts are a source of genomic and phenotypic diversification. Exemplary is a reduction in the core metabolism as parasites adapt to a particular host, while the accessory genome often maintains a high degree of diversification. However, selective pressures acting on the genome of organisms that have undergone recent lifestyle or host changes have not been fully investigated. Here, we developed a comparative genomics approach to study underlying adaptive trends in oomycetes, a eukaryotic phylum with a wide and diverse range of economically important plant and animal parasitic lifestyles. Our analysis reveals converging evolution on biological processes for oomycetes that have similar lifestyles. Moreover, we find that certain functions, in particular carbohydrate metabolism, transport, and signaling, are important for host and environmental adaptation in oomycetes. Given the high correlation between lifestyle and genome properties in our oomycete dataset, together with the known convergent evolution of fungal and oomycete genomes, we developed a model that predicts plant pathogenic lifestyles with high accuracy based on functional annotations. These insights into how selective pressures correlate with lifestyle may be crucial to better understand host/lifestyle shifts and their impact on the genome.
topic oomycetes
lifestyle
evolution
url https://www.mdpi.com/2076-0817/10/7/807
work_keys_str_mv AT danielgomezperez predictinglifestylefrompositiveselectiondataandgenomepropertiesinoomycetes
AT erickemen predictinglifestylefrompositiveselectiondataandgenomepropertiesinoomycetes
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