Identification of differentially expressed genes involved in amino acid and lipid accumulation of winter turnip rape (Brassica rapa L.) in response to cold stress.

Winter turnip rape (Brassica rapa L.) is an important overwintering oil crop that is widely planted in northwestern China. It considered to be a good genetic resource for cold-tolerant research because its roots can survive harsh winter conditions. Here, we performed comparative transcriptomics anal...

Full description

Bibliographic Details
Main Authors: Yan Fang, Jeffrey A Coulter, Junyan Wu, Lijun Liu, Xuecai Li, Yun Dong, Li Ma, Yuanyuan Pu, Bolin Sun, Zaoxia Niu, Jiaojiao Jin, Yuhong Zhao, Wenbo Mi, Yaozhao Xu, Wancang Sun
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2021-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0245494
id doaj-5e5c7f442492448fa04bfb185af3a063
record_format Article
spelling doaj-5e5c7f442492448fa04bfb185af3a0632021-07-24T04:32:59ZengPublic Library of Science (PLoS)PLoS ONE1932-62032021-01-01162e024549410.1371/journal.pone.0245494Identification of differentially expressed genes involved in amino acid and lipid accumulation of winter turnip rape (Brassica rapa L.) in response to cold stress.Yan FangJeffrey A CoulterJunyan WuLijun LiuXuecai LiYun DongLi MaYuanyuan PuBolin SunZaoxia NiuJiaojiao JinYuhong ZhaoWenbo MiYaozhao XuWancang SunWinter turnip rape (Brassica rapa L.) is an important overwintering oil crop that is widely planted in northwestern China. It considered to be a good genetic resource for cold-tolerant research because its roots can survive harsh winter conditions. Here, we performed comparative transcriptomics analysis of the roots of two winter turnip rape varieties, Longyou7 (L7, strong cold tolerance) and Tianyou2 (T2, low cold tolerance), under normal condition (CK) and cold stress (CT) condition. A total of 8,366 differentially expressed genes (DEGs) were detected between the two L7 root groups (L7CK_VS_L7CT), and 8,106 DEGs were detected for T2CK_VS_T2CT. Among the DEGs, two ω-3 fatty acid desaturase (FAD3), two delta-9 acyl-lipid desaturase 2 (ADS2), one diacylglycerol kinase (DGK), and one 3-ketoacyl-CoA synthase 2 (KCS2) were differentially expressed in the two varieties and identified to be related to fatty acid synthesis. Four glutamine synthetase cytosolic isozymes (GLN), serine acetyltransferase 1 (SAT1), and serine acetyltransferase 3 (SAT3) were down-regulated under cold stress, while S-adenosylmethionine decarboxylase proenzyme 1 (AMD1) had an up-regulation tendency in response to cold stress in the two samples. Moreover, the delta-1-pyrroline-5-carboxylate synthase (P5CS), δ-ornithine aminotransferase (δ-OAT), alanine-glyoxylate transaminase (AGXT), branched-chain-amino-acid transaminase (ilvE), alpha-aminoadipic semialdehyde synthase (AASS), Tyrosine aminotransferase (TAT) and arginine decarboxylase related to amino acid metabolism were identified in two cultivars variously expressed under cold stress. The above DEGs related to amino acid metabolism were suspected to the reason for amino acids content change. The RNA-seq data were validated by real-time quantitative RT-PCR of 19 randomly selected genes. The findings of our study provide the gene expression profile between two varieties of winter turnip rape, which lay the foundation for a deeper understanding of the highly complex regulatory mechanisms in plants during cold treatment.https://doi.org/10.1371/journal.pone.0245494
collection DOAJ
language English
format Article
sources DOAJ
author Yan Fang
Jeffrey A Coulter
Junyan Wu
Lijun Liu
Xuecai Li
Yun Dong
Li Ma
Yuanyuan Pu
Bolin Sun
Zaoxia Niu
Jiaojiao Jin
Yuhong Zhao
Wenbo Mi
Yaozhao Xu
Wancang Sun
spellingShingle Yan Fang
Jeffrey A Coulter
Junyan Wu
Lijun Liu
Xuecai Li
Yun Dong
Li Ma
Yuanyuan Pu
Bolin Sun
Zaoxia Niu
Jiaojiao Jin
Yuhong Zhao
Wenbo Mi
Yaozhao Xu
Wancang Sun
Identification of differentially expressed genes involved in amino acid and lipid accumulation of winter turnip rape (Brassica rapa L.) in response to cold stress.
PLoS ONE
author_facet Yan Fang
Jeffrey A Coulter
Junyan Wu
Lijun Liu
Xuecai Li
Yun Dong
Li Ma
Yuanyuan Pu
Bolin Sun
Zaoxia Niu
Jiaojiao Jin
Yuhong Zhao
Wenbo Mi
Yaozhao Xu
Wancang Sun
author_sort Yan Fang
title Identification of differentially expressed genes involved in amino acid and lipid accumulation of winter turnip rape (Brassica rapa L.) in response to cold stress.
title_short Identification of differentially expressed genes involved in amino acid and lipid accumulation of winter turnip rape (Brassica rapa L.) in response to cold stress.
title_full Identification of differentially expressed genes involved in amino acid and lipid accumulation of winter turnip rape (Brassica rapa L.) in response to cold stress.
title_fullStr Identification of differentially expressed genes involved in amino acid and lipid accumulation of winter turnip rape (Brassica rapa L.) in response to cold stress.
title_full_unstemmed Identification of differentially expressed genes involved in amino acid and lipid accumulation of winter turnip rape (Brassica rapa L.) in response to cold stress.
title_sort identification of differentially expressed genes involved in amino acid and lipid accumulation of winter turnip rape (brassica rapa l.) in response to cold stress.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2021-01-01
description Winter turnip rape (Brassica rapa L.) is an important overwintering oil crop that is widely planted in northwestern China. It considered to be a good genetic resource for cold-tolerant research because its roots can survive harsh winter conditions. Here, we performed comparative transcriptomics analysis of the roots of two winter turnip rape varieties, Longyou7 (L7, strong cold tolerance) and Tianyou2 (T2, low cold tolerance), under normal condition (CK) and cold stress (CT) condition. A total of 8,366 differentially expressed genes (DEGs) were detected between the two L7 root groups (L7CK_VS_L7CT), and 8,106 DEGs were detected for T2CK_VS_T2CT. Among the DEGs, two ω-3 fatty acid desaturase (FAD3), two delta-9 acyl-lipid desaturase 2 (ADS2), one diacylglycerol kinase (DGK), and one 3-ketoacyl-CoA synthase 2 (KCS2) were differentially expressed in the two varieties and identified to be related to fatty acid synthesis. Four glutamine synthetase cytosolic isozymes (GLN), serine acetyltransferase 1 (SAT1), and serine acetyltransferase 3 (SAT3) were down-regulated under cold stress, while S-adenosylmethionine decarboxylase proenzyme 1 (AMD1) had an up-regulation tendency in response to cold stress in the two samples. Moreover, the delta-1-pyrroline-5-carboxylate synthase (P5CS), δ-ornithine aminotransferase (δ-OAT), alanine-glyoxylate transaminase (AGXT), branched-chain-amino-acid transaminase (ilvE), alpha-aminoadipic semialdehyde synthase (AASS), Tyrosine aminotransferase (TAT) and arginine decarboxylase related to amino acid metabolism were identified in two cultivars variously expressed under cold stress. The above DEGs related to amino acid metabolism were suspected to the reason for amino acids content change. The RNA-seq data were validated by real-time quantitative RT-PCR of 19 randomly selected genes. The findings of our study provide the gene expression profile between two varieties of winter turnip rape, which lay the foundation for a deeper understanding of the highly complex regulatory mechanisms in plants during cold treatment.
url https://doi.org/10.1371/journal.pone.0245494
work_keys_str_mv AT yanfang identificationofdifferentiallyexpressedgenesinvolvedinaminoacidandlipidaccumulationofwinterturniprapebrassicarapalinresponsetocoldstress
AT jeffreyacoulter identificationofdifferentiallyexpressedgenesinvolvedinaminoacidandlipidaccumulationofwinterturniprapebrassicarapalinresponsetocoldstress
AT junyanwu identificationofdifferentiallyexpressedgenesinvolvedinaminoacidandlipidaccumulationofwinterturniprapebrassicarapalinresponsetocoldstress
AT lijunliu identificationofdifferentiallyexpressedgenesinvolvedinaminoacidandlipidaccumulationofwinterturniprapebrassicarapalinresponsetocoldstress
AT xuecaili identificationofdifferentiallyexpressedgenesinvolvedinaminoacidandlipidaccumulationofwinterturniprapebrassicarapalinresponsetocoldstress
AT yundong identificationofdifferentiallyexpressedgenesinvolvedinaminoacidandlipidaccumulationofwinterturniprapebrassicarapalinresponsetocoldstress
AT lima identificationofdifferentiallyexpressedgenesinvolvedinaminoacidandlipidaccumulationofwinterturniprapebrassicarapalinresponsetocoldstress
AT yuanyuanpu identificationofdifferentiallyexpressedgenesinvolvedinaminoacidandlipidaccumulationofwinterturniprapebrassicarapalinresponsetocoldstress
AT bolinsun identificationofdifferentiallyexpressedgenesinvolvedinaminoacidandlipidaccumulationofwinterturniprapebrassicarapalinresponsetocoldstress
AT zaoxianiu identificationofdifferentiallyexpressedgenesinvolvedinaminoacidandlipidaccumulationofwinterturniprapebrassicarapalinresponsetocoldstress
AT jiaojiaojin identificationofdifferentiallyexpressedgenesinvolvedinaminoacidandlipidaccumulationofwinterturniprapebrassicarapalinresponsetocoldstress
AT yuhongzhao identificationofdifferentiallyexpressedgenesinvolvedinaminoacidandlipidaccumulationofwinterturniprapebrassicarapalinresponsetocoldstress
AT wenbomi identificationofdifferentiallyexpressedgenesinvolvedinaminoacidandlipidaccumulationofwinterturniprapebrassicarapalinresponsetocoldstress
AT yaozhaoxu identificationofdifferentiallyexpressedgenesinvolvedinaminoacidandlipidaccumulationofwinterturniprapebrassicarapalinresponsetocoldstress
AT wancangsun identificationofdifferentiallyexpressedgenesinvolvedinaminoacidandlipidaccumulationofwinterturniprapebrassicarapalinresponsetocoldstress
_version_ 1721284234495131648