Cargando…

Proteogenomic Analysis Greatly Expands the Identification of Proteins Related to Reproduction in the Apogamous Fern Dryopteris affinis ssp. affinis

Performing proteomic studies on non-model organisms with little or no genomic information is still difficult. However, many specific processes and biochemical pathways occur only in species that are poorly characterized at the genomic level. For example, many plants can reproduce both sexually and a...

Descripción completa

Detalles Bibliográficos
Autores principales: Grossmann, Jonas, Fernández, Helena, Chaubey, Pururawa M., Valdés, Ana E., Gagliardini, Valeria, Cañal, María J., Russo, Giancarlo, Grossniklaus, Ueli
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5360702/
https://www.ncbi.nlm.nih.gov/pubmed/28382042
http://dx.doi.org/10.3389/fpls.2017.00336
_version_ 1782516633097469952
author Grossmann, Jonas
Fernández, Helena
Chaubey, Pururawa M.
Valdés, Ana E.
Gagliardini, Valeria
Cañal, María J.
Russo, Giancarlo
Grossniklaus, Ueli
author_facet Grossmann, Jonas
Fernández, Helena
Chaubey, Pururawa M.
Valdés, Ana E.
Gagliardini, Valeria
Cañal, María J.
Russo, Giancarlo
Grossniklaus, Ueli
author_sort Grossmann, Jonas
collection PubMed
description Performing proteomic studies on non-model organisms with little or no genomic information is still difficult. However, many specific processes and biochemical pathways occur only in species that are poorly characterized at the genomic level. For example, many plants can reproduce both sexually and asexually, the first one allowing the generation of new genotypes and the latter their fixation. Thus, both modes of reproduction are of great agronomic value. However, the molecular basis of asexual reproduction is not well understood in any plant. In ferns, it combines the production of unreduced spores (diplospory) and the formation of sporophytes from somatic cells (apogamy). To set the basis to study these processes, we performed transcriptomics by next-generation sequencing (NGS) and shotgun proteomics by tandem mass spectrometry in the apogamous fern D. affinis ssp. affinis. For protein identification we used the public viridiplantae database (VPDB) to identify orthologous proteins from other plant species and new transcriptomics data to generate a “species-specific transcriptome database” (SSTDB). In total 1,397 protein clusters with 5,865 unique peptide sequences were identified (13 decoy proteins out of 1,410, protFDR 0.93% on protein cluster level). We show that using the SSTDB for protein identification increases the number of identified peptides almost four times compared to using only the publically available VPDB. We identified homologs of proteins involved in reproduction of higher plants, including proteins with a potential role in apogamy. With the increasing availability of genomic data from non-model species, similar proteogenomics approaches will improve the sensitivity in protein identification for species only distantly related to models.
format Online
Article
Text
id pubmed-5360702
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-53607022017-04-05 Proteogenomic Analysis Greatly Expands the Identification of Proteins Related to Reproduction in the Apogamous Fern Dryopteris affinis ssp. affinis Grossmann, Jonas Fernández, Helena Chaubey, Pururawa M. Valdés, Ana E. Gagliardini, Valeria Cañal, María J. Russo, Giancarlo Grossniklaus, Ueli Front Plant Sci Plant Science Performing proteomic studies on non-model organisms with little or no genomic information is still difficult. However, many specific processes and biochemical pathways occur only in species that are poorly characterized at the genomic level. For example, many plants can reproduce both sexually and asexually, the first one allowing the generation of new genotypes and the latter their fixation. Thus, both modes of reproduction are of great agronomic value. However, the molecular basis of asexual reproduction is not well understood in any plant. In ferns, it combines the production of unreduced spores (diplospory) and the formation of sporophytes from somatic cells (apogamy). To set the basis to study these processes, we performed transcriptomics by next-generation sequencing (NGS) and shotgun proteomics by tandem mass spectrometry in the apogamous fern D. affinis ssp. affinis. For protein identification we used the public viridiplantae database (VPDB) to identify orthologous proteins from other plant species and new transcriptomics data to generate a “species-specific transcriptome database” (SSTDB). In total 1,397 protein clusters with 5,865 unique peptide sequences were identified (13 decoy proteins out of 1,410, protFDR 0.93% on protein cluster level). We show that using the SSTDB for protein identification increases the number of identified peptides almost four times compared to using only the publically available VPDB. We identified homologs of proteins involved in reproduction of higher plants, including proteins with a potential role in apogamy. With the increasing availability of genomic data from non-model species, similar proteogenomics approaches will improve the sensitivity in protein identification for species only distantly related to models. Frontiers Media S.A. 2017-03-22 /pmc/articles/PMC5360702/ /pubmed/28382042 http://dx.doi.org/10.3389/fpls.2017.00336 Text en Copyright © 2017 Grossmann, Fernández, Chaubey, Valdés, Gagliardini, Cañal, Russo and Grossniklaus. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Plant Science
Grossmann, Jonas
Fernández, Helena
Chaubey, Pururawa M.
Valdés, Ana E.
Gagliardini, Valeria
Cañal, María J.
Russo, Giancarlo
Grossniklaus, Ueli
Proteogenomic Analysis Greatly Expands the Identification of Proteins Related to Reproduction in the Apogamous Fern Dryopteris affinis ssp. affinis
title Proteogenomic Analysis Greatly Expands the Identification of Proteins Related to Reproduction in the Apogamous Fern Dryopteris affinis ssp. affinis
title_full Proteogenomic Analysis Greatly Expands the Identification of Proteins Related to Reproduction in the Apogamous Fern Dryopteris affinis ssp. affinis
title_fullStr Proteogenomic Analysis Greatly Expands the Identification of Proteins Related to Reproduction in the Apogamous Fern Dryopteris affinis ssp. affinis
title_full_unstemmed Proteogenomic Analysis Greatly Expands the Identification of Proteins Related to Reproduction in the Apogamous Fern Dryopteris affinis ssp. affinis
title_short Proteogenomic Analysis Greatly Expands the Identification of Proteins Related to Reproduction in the Apogamous Fern Dryopteris affinis ssp. affinis
title_sort proteogenomic analysis greatly expands the identification of proteins related to reproduction in the apogamous fern dryopteris affinis ssp. affinis
topic Plant Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5360702/
https://www.ncbi.nlm.nih.gov/pubmed/28382042
http://dx.doi.org/10.3389/fpls.2017.00336
work_keys_str_mv AT grossmannjonas proteogenomicanalysisgreatlyexpandstheidentificationofproteinsrelatedtoreproductionintheapogamousferndryopterisaffinissspaffinis
AT fernandezhelena proteogenomicanalysisgreatlyexpandstheidentificationofproteinsrelatedtoreproductionintheapogamousferndryopterisaffinissspaffinis
AT chaubeypururawam proteogenomicanalysisgreatlyexpandstheidentificationofproteinsrelatedtoreproductionintheapogamousferndryopterisaffinissspaffinis
AT valdesanae proteogenomicanalysisgreatlyexpandstheidentificationofproteinsrelatedtoreproductionintheapogamousferndryopterisaffinissspaffinis
AT gagliardinivaleria proteogenomicanalysisgreatlyexpandstheidentificationofproteinsrelatedtoreproductionintheapogamousferndryopterisaffinissspaffinis
AT canalmariaj proteogenomicanalysisgreatlyexpandstheidentificationofproteinsrelatedtoreproductionintheapogamousferndryopterisaffinissspaffinis
AT russogiancarlo proteogenomicanalysisgreatlyexpandstheidentificationofproteinsrelatedtoreproductionintheapogamousferndryopterisaffinissspaffinis
AT grossniklausueli proteogenomicanalysisgreatlyexpandstheidentificationofproteinsrelatedtoreproductionintheapogamousferndryopterisaffinissspaffinis