Cargando…
Genes and pathways correlated with heat stress responses and heat tolerance in maize kernels
Global warming leads to frequent extreme weather, especially the extreme heat events, which threating the safety of maize production. Here we selected a pair of maize inbred lines, PF5411-1 and LH150, with significant differences in heat tolerance at kernel development stage. The two maize inbred li...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10470023/ https://www.ncbi.nlm.nih.gov/pubmed/37662159 http://dx.doi.org/10.3389/fpls.2023.1228213 |
_version_ | 1785099586807791616 |
---|---|
author | Chen, Yan Du, Tingting Zhang, Jie Chen, Shoukun Fu, Junjie Li, Huihui Yang, Qin |
author_facet | Chen, Yan Du, Tingting Zhang, Jie Chen, Shoukun Fu, Junjie Li, Huihui Yang, Qin |
author_sort | Chen, Yan |
collection | PubMed |
description | Global warming leads to frequent extreme weather, especially the extreme heat events, which threating the safety of maize production. Here we selected a pair of maize inbred lines, PF5411-1 and LH150, with significant differences in heat tolerance at kernel development stage. The two maize inbred lines were treated with heat stress at kernel development stage. Compared with the control groups, transcriptomic analysis identified 770 common up- and down-regulated genes between PF5411-1 and LH150 under heat stress conditions, and 41 putative TFs were predicted. Based on the interaction term of the two-factorial design, we also identified 6,744 differentially regulated genes between LH150 and PF5411-1, 111 common up-regulated and 141 common down-regulated genes were overlapped with the differentially regulated genes, respectively. Combined with proteins and metabolites data, several key pathways including seven differentially regulated genes were highly correlated with the heat tolerance of maize kernels. The first is the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway ko04141: protein processing in endoplasmic reticulum, four small heat shock protein (sHSP) genes were enriched in this pathway, participating with the process of ER-associated degradation (ERAD). The second one is the myricetin biosynthesis pathway, a differentially regulated protein, flavonoid 3’,5’-hydroxylase [EC:1.14.14.81], catalyzed the synthesis of myricetin. The third one is the raffinose metabolic pathway, one differentially regulated gene encoded the raffinose synthase controlled the synthesis of raffinose, high level of raffinose enhances the heat tolerance of maize kernels. And the last one is the ethylene signaling pathway. Taken together, our work identifies many genes responded to heat stress in maize kernels, and finds out seven genes and four pathways highly correlated with heat tolerance of maize kernels. |
format | Online Article Text |
id | pubmed-10470023 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-104700232023-09-01 Genes and pathways correlated with heat stress responses and heat tolerance in maize kernels Chen, Yan Du, Tingting Zhang, Jie Chen, Shoukun Fu, Junjie Li, Huihui Yang, Qin Front Plant Sci Plant Science Global warming leads to frequent extreme weather, especially the extreme heat events, which threating the safety of maize production. Here we selected a pair of maize inbred lines, PF5411-1 and LH150, with significant differences in heat tolerance at kernel development stage. The two maize inbred lines were treated with heat stress at kernel development stage. Compared with the control groups, transcriptomic analysis identified 770 common up- and down-regulated genes between PF5411-1 and LH150 under heat stress conditions, and 41 putative TFs were predicted. Based on the interaction term of the two-factorial design, we also identified 6,744 differentially regulated genes between LH150 and PF5411-1, 111 common up-regulated and 141 common down-regulated genes were overlapped with the differentially regulated genes, respectively. Combined with proteins and metabolites data, several key pathways including seven differentially regulated genes were highly correlated with the heat tolerance of maize kernels. The first is the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway ko04141: protein processing in endoplasmic reticulum, four small heat shock protein (sHSP) genes were enriched in this pathway, participating with the process of ER-associated degradation (ERAD). The second one is the myricetin biosynthesis pathway, a differentially regulated protein, flavonoid 3’,5’-hydroxylase [EC:1.14.14.81], catalyzed the synthesis of myricetin. The third one is the raffinose metabolic pathway, one differentially regulated gene encoded the raffinose synthase controlled the synthesis of raffinose, high level of raffinose enhances the heat tolerance of maize kernels. And the last one is the ethylene signaling pathway. Taken together, our work identifies many genes responded to heat stress in maize kernels, and finds out seven genes and four pathways highly correlated with heat tolerance of maize kernels. Frontiers Media S.A. 2023-08-17 /pmc/articles/PMC10470023/ /pubmed/37662159 http://dx.doi.org/10.3389/fpls.2023.1228213 Text en Copyright © 2023 Chen, Du, Zhang, Chen, Fu, Li and Yang https://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) and the copyright owner(s) 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 Chen, Yan Du, Tingting Zhang, Jie Chen, Shoukun Fu, Junjie Li, Huihui Yang, Qin Genes and pathways correlated with heat stress responses and heat tolerance in maize kernels |
title | Genes and pathways correlated with heat stress responses and heat tolerance in maize kernels |
title_full | Genes and pathways correlated with heat stress responses and heat tolerance in maize kernels |
title_fullStr | Genes and pathways correlated with heat stress responses and heat tolerance in maize kernels |
title_full_unstemmed | Genes and pathways correlated with heat stress responses and heat tolerance in maize kernels |
title_short | Genes and pathways correlated with heat stress responses and heat tolerance in maize kernels |
title_sort | genes and pathways correlated with heat stress responses and heat tolerance in maize kernels |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10470023/ https://www.ncbi.nlm.nih.gov/pubmed/37662159 http://dx.doi.org/10.3389/fpls.2023.1228213 |
work_keys_str_mv | AT chenyan genesandpathwayscorrelatedwithheatstressresponsesandheattoleranceinmaizekernels AT dutingting genesandpathwayscorrelatedwithheatstressresponsesandheattoleranceinmaizekernels AT zhangjie genesandpathwayscorrelatedwithheatstressresponsesandheattoleranceinmaizekernels AT chenshoukun genesandpathwayscorrelatedwithheatstressresponsesandheattoleranceinmaizekernels AT fujunjie genesandpathwayscorrelatedwithheatstressresponsesandheattoleranceinmaizekernels AT lihuihui genesandpathwayscorrelatedwithheatstressresponsesandheattoleranceinmaizekernels AT yangqin genesandpathwayscorrelatedwithheatstressresponsesandheattoleranceinmaizekernels |