Cargando…
The Small-RNA Profiles of Almond (Prunus dulcis Mill.) Reproductive Tissues in Response to Cold Stress
Spring frost is an important environmental stress that threatens the production of Prunus trees. However, little information is available regarding molecular response of these plants to the frost stress. Using high throughput sequencing, this study was conducted to identify differentially expressed...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4890778/ https://www.ncbi.nlm.nih.gov/pubmed/27253370 http://dx.doi.org/10.1371/journal.pone.0156519 |
_version_ | 1782435153060036608 |
---|---|
author | Karimi, Marzieh Ghazanfari, Farahnaz Fadaei, Adeleh Ahmadi, Laleh Shiran, Behrouz Rabei, Mohammad Fallahi, Hossein |
author_facet | Karimi, Marzieh Ghazanfari, Farahnaz Fadaei, Adeleh Ahmadi, Laleh Shiran, Behrouz Rabei, Mohammad Fallahi, Hossein |
author_sort | Karimi, Marzieh |
collection | PubMed |
description | Spring frost is an important environmental stress that threatens the production of Prunus trees. However, little information is available regarding molecular response of these plants to the frost stress. Using high throughput sequencing, this study was conducted to identify differentially expressed miRNAs, both the conserved and the non-conserved ones, in the reproductive tissues of almond tolerant H genotype under cold stress. Analysis of 50 to 58 million raw reads led to identification of 174 unique conserved and 59 novel microRNAs (miRNAs). Differential expression pattern analysis showed that 50 miRNA families were expressed differentially in one or both of almond reproductive tissues (anther and ovary). Out of these 50 miRNA families, 12 and 15 displayed up-regulation and down-regulation, respectively. The distribution of conserved miRNA families indicated that miR482f harbor the highest number of members. Confirmation of miRNAs expression patterns by quantitative real- time PCR (qPCR) was performed in cold tolerant (H genotype) alongside a sensitive variety (Sh12 genotype). Our analysis revealed differential expression for 9 miRNAs in anther and 3 miRNAs in ovary between these two varieties. Target prediction of miRNAs followed by differential expression analysis resulted in identification of 83 target genes, mostly transcription factors. This study comprehensively catalogued expressed miRNAs under different temperatures in two reproductive tissues (anther and ovary). Results of current study and the previous RNA-seq study, which was conducted in the same tissues by our group, provide a unique opportunity to understand the molecular basis of responses of almond to cold stress. The results can also enhance the possibility for gene manipulation to develop cold tolerant plants. |
format | Online Article Text |
id | pubmed-4890778 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-48907782016-06-10 The Small-RNA Profiles of Almond (Prunus dulcis Mill.) Reproductive Tissues in Response to Cold Stress Karimi, Marzieh Ghazanfari, Farahnaz Fadaei, Adeleh Ahmadi, Laleh Shiran, Behrouz Rabei, Mohammad Fallahi, Hossein PLoS One Research Article Spring frost is an important environmental stress that threatens the production of Prunus trees. However, little information is available regarding molecular response of these plants to the frost stress. Using high throughput sequencing, this study was conducted to identify differentially expressed miRNAs, both the conserved and the non-conserved ones, in the reproductive tissues of almond tolerant H genotype under cold stress. Analysis of 50 to 58 million raw reads led to identification of 174 unique conserved and 59 novel microRNAs (miRNAs). Differential expression pattern analysis showed that 50 miRNA families were expressed differentially in one or both of almond reproductive tissues (anther and ovary). Out of these 50 miRNA families, 12 and 15 displayed up-regulation and down-regulation, respectively. The distribution of conserved miRNA families indicated that miR482f harbor the highest number of members. Confirmation of miRNAs expression patterns by quantitative real- time PCR (qPCR) was performed in cold tolerant (H genotype) alongside a sensitive variety (Sh12 genotype). Our analysis revealed differential expression for 9 miRNAs in anther and 3 miRNAs in ovary between these two varieties. Target prediction of miRNAs followed by differential expression analysis resulted in identification of 83 target genes, mostly transcription factors. This study comprehensively catalogued expressed miRNAs under different temperatures in two reproductive tissues (anther and ovary). Results of current study and the previous RNA-seq study, which was conducted in the same tissues by our group, provide a unique opportunity to understand the molecular basis of responses of almond to cold stress. The results can also enhance the possibility for gene manipulation to develop cold tolerant plants. Public Library of Science 2016-06-02 /pmc/articles/PMC4890778/ /pubmed/27253370 http://dx.doi.org/10.1371/journal.pone.0156519 Text en © 2016 Karimi et al 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 use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Karimi, Marzieh Ghazanfari, Farahnaz Fadaei, Adeleh Ahmadi, Laleh Shiran, Behrouz Rabei, Mohammad Fallahi, Hossein The Small-RNA Profiles of Almond (Prunus dulcis Mill.) Reproductive Tissues in Response to Cold Stress |
title | The Small-RNA Profiles of Almond (Prunus dulcis Mill.) Reproductive Tissues in Response to Cold Stress |
title_full | The Small-RNA Profiles of Almond (Prunus dulcis Mill.) Reproductive Tissues in Response to Cold Stress |
title_fullStr | The Small-RNA Profiles of Almond (Prunus dulcis Mill.) Reproductive Tissues in Response to Cold Stress |
title_full_unstemmed | The Small-RNA Profiles of Almond (Prunus dulcis Mill.) Reproductive Tissues in Response to Cold Stress |
title_short | The Small-RNA Profiles of Almond (Prunus dulcis Mill.) Reproductive Tissues in Response to Cold Stress |
title_sort | small-rna profiles of almond (prunus dulcis mill.) reproductive tissues in response to cold stress |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4890778/ https://www.ncbi.nlm.nih.gov/pubmed/27253370 http://dx.doi.org/10.1371/journal.pone.0156519 |
work_keys_str_mv | AT karimimarzieh thesmallrnaprofilesofalmondprunusdulcismillreproductivetissuesinresponsetocoldstress AT ghazanfarifarahnaz thesmallrnaprofilesofalmondprunusdulcismillreproductivetissuesinresponsetocoldstress AT fadaeiadeleh thesmallrnaprofilesofalmondprunusdulcismillreproductivetissuesinresponsetocoldstress AT ahmadilaleh thesmallrnaprofilesofalmondprunusdulcismillreproductivetissuesinresponsetocoldstress AT shiranbehrouz thesmallrnaprofilesofalmondprunusdulcismillreproductivetissuesinresponsetocoldstress AT rabeimohammad thesmallrnaprofilesofalmondprunusdulcismillreproductivetissuesinresponsetocoldstress AT fallahihossein thesmallrnaprofilesofalmondprunusdulcismillreproductivetissuesinresponsetocoldstress AT karimimarzieh smallrnaprofilesofalmondprunusdulcismillreproductivetissuesinresponsetocoldstress AT ghazanfarifarahnaz smallrnaprofilesofalmondprunusdulcismillreproductivetissuesinresponsetocoldstress AT fadaeiadeleh smallrnaprofilesofalmondprunusdulcismillreproductivetissuesinresponsetocoldstress AT ahmadilaleh smallrnaprofilesofalmondprunusdulcismillreproductivetissuesinresponsetocoldstress AT shiranbehrouz smallrnaprofilesofalmondprunusdulcismillreproductivetissuesinresponsetocoldstress AT rabeimohammad smallrnaprofilesofalmondprunusdulcismillreproductivetissuesinresponsetocoldstress AT fallahihossein smallrnaprofilesofalmondprunusdulcismillreproductivetissuesinresponsetocoldstress |