Cargando…

Identification of key gene networks related to the freezing resistance of apricot kernel pistils by integrating hormone phenotypes and transcriptome profiles

BACKGROUND: Apricot kernel, a woody oil tree species, is known for the high oil content of its almond that can be used as an ideal feedstock for biodiesel production. However, apricot kernel is vulnerable to spring frost, resulting in reduced or even no yield. There are no effective countermeasures...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Xiaojuan, Xu, Huihui, Yu, Dan, Bi, Quanxin, Yu, Haiyan, Wang, Libing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9664786/
https://www.ncbi.nlm.nih.gov/pubmed/36380302
http://dx.doi.org/10.1186/s12870-022-03910-4
_version_ 1784831173704286208
author Liu, Xiaojuan
Xu, Huihui
Yu, Dan
Bi, Quanxin
Yu, Haiyan
Wang, Libing
author_facet Liu, Xiaojuan
Xu, Huihui
Yu, Dan
Bi, Quanxin
Yu, Haiyan
Wang, Libing
author_sort Liu, Xiaojuan
collection PubMed
description BACKGROUND: Apricot kernel, a woody oil tree species, is known for the high oil content of its almond that can be used as an ideal feedstock for biodiesel production. However, apricot kernel is vulnerable to spring frost, resulting in reduced or even no yield. There are no effective countermeasures in production, and the molecular mechanisms underlying freezing resistance are not well understood. RESULTS: We used transcriptome and hormone profiles to investigate differentially responsive hormones and their associated co-expression patterns of gene networks in the pistils of two apricot kernel cultivars with different cold resistances under freezing stress. The levels of auxin (IAA and ICA), cytokinin (IP and tZ), salicylic acid (SA) and jasmonic acid (JA and ILE-JA) were regulated differently, especially IAA between two cultivars, and external application of an IAA inhibitor and SA increased the spring frost resistance of the pistils of apricot kernels. We identified one gene network containing 65 hub genes highly correlated with IAA. Among these genes, three genes in auxin signaling pathway and three genes in brassinosteroid biosynthesis were identified. Moreover, some hub genes in this network showed a strong correlation such as protein kinases (PKs)-hormone related genes (HRGs), HRGs-HRGs and PKs-Ca(2+) related genes. CONCLUSIONS: Ca(2+), brassinosteroid and some regulators (such as PKs) may be involved in an auxin-mediated freezing response of apricot kernels. These findings add to our knowledge of the freezing response of apricot kernels and may provide new ideas for frost prevention measures and high cold–resistant apricot breeding. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12870-022-03910-4.
format Online
Article
Text
id pubmed-9664786
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-96647862022-11-15 Identification of key gene networks related to the freezing resistance of apricot kernel pistils by integrating hormone phenotypes and transcriptome profiles Liu, Xiaojuan Xu, Huihui Yu, Dan Bi, Quanxin Yu, Haiyan Wang, Libing BMC Plant Biol Research BACKGROUND: Apricot kernel, a woody oil tree species, is known for the high oil content of its almond that can be used as an ideal feedstock for biodiesel production. However, apricot kernel is vulnerable to spring frost, resulting in reduced or even no yield. There are no effective countermeasures in production, and the molecular mechanisms underlying freezing resistance are not well understood. RESULTS: We used transcriptome and hormone profiles to investigate differentially responsive hormones and their associated co-expression patterns of gene networks in the pistils of two apricot kernel cultivars with different cold resistances under freezing stress. The levels of auxin (IAA and ICA), cytokinin (IP and tZ), salicylic acid (SA) and jasmonic acid (JA and ILE-JA) were regulated differently, especially IAA between two cultivars, and external application of an IAA inhibitor and SA increased the spring frost resistance of the pistils of apricot kernels. We identified one gene network containing 65 hub genes highly correlated with IAA. Among these genes, three genes in auxin signaling pathway and three genes in brassinosteroid biosynthesis were identified. Moreover, some hub genes in this network showed a strong correlation such as protein kinases (PKs)-hormone related genes (HRGs), HRGs-HRGs and PKs-Ca(2+) related genes. CONCLUSIONS: Ca(2+), brassinosteroid and some regulators (such as PKs) may be involved in an auxin-mediated freezing response of apricot kernels. These findings add to our knowledge of the freezing response of apricot kernels and may provide new ideas for frost prevention measures and high cold–resistant apricot breeding. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12870-022-03910-4. BioMed Central 2022-11-15 /pmc/articles/PMC9664786/ /pubmed/36380302 http://dx.doi.org/10.1186/s12870-022-03910-4 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Liu, Xiaojuan
Xu, Huihui
Yu, Dan
Bi, Quanxin
Yu, Haiyan
Wang, Libing
Identification of key gene networks related to the freezing resistance of apricot kernel pistils by integrating hormone phenotypes and transcriptome profiles
title Identification of key gene networks related to the freezing resistance of apricot kernel pistils by integrating hormone phenotypes and transcriptome profiles
title_full Identification of key gene networks related to the freezing resistance of apricot kernel pistils by integrating hormone phenotypes and transcriptome profiles
title_fullStr Identification of key gene networks related to the freezing resistance of apricot kernel pistils by integrating hormone phenotypes and transcriptome profiles
title_full_unstemmed Identification of key gene networks related to the freezing resistance of apricot kernel pistils by integrating hormone phenotypes and transcriptome profiles
title_short Identification of key gene networks related to the freezing resistance of apricot kernel pistils by integrating hormone phenotypes and transcriptome profiles
title_sort identification of key gene networks related to the freezing resistance of apricot kernel pistils by integrating hormone phenotypes and transcriptome profiles
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9664786/
https://www.ncbi.nlm.nih.gov/pubmed/36380302
http://dx.doi.org/10.1186/s12870-022-03910-4
work_keys_str_mv AT liuxiaojuan identificationofkeygenenetworksrelatedtothefreezingresistanceofapricotkernelpistilsbyintegratinghormonephenotypesandtranscriptomeprofiles
AT xuhuihui identificationofkeygenenetworksrelatedtothefreezingresistanceofapricotkernelpistilsbyintegratinghormonephenotypesandtranscriptomeprofiles
AT yudan identificationofkeygenenetworksrelatedtothefreezingresistanceofapricotkernelpistilsbyintegratinghormonephenotypesandtranscriptomeprofiles
AT biquanxin identificationofkeygenenetworksrelatedtothefreezingresistanceofapricotkernelpistilsbyintegratinghormonephenotypesandtranscriptomeprofiles
AT yuhaiyan identificationofkeygenenetworksrelatedtothefreezingresistanceofapricotkernelpistilsbyintegratinghormonephenotypesandtranscriptomeprofiles
AT wanglibing identificationofkeygenenetworksrelatedtothefreezingresistanceofapricotkernelpistilsbyintegratinghormonephenotypesandtranscriptomeprofiles