Integrated Metabolomic and Transcriptomic Analysis of the Quinoa Seedling Response to High Relative Humidity Stress
文献类型: 外文期刊
第一作者: Li, Xinyi
作者: Li, Xinyi;Zhang, Ping;Wang, Hongxin;Liu, Junna;Li, Hanxue;Xie, Heng;Wang, Qianchao;Li, Li;Zhang, Shan;Huang, Liubin;Qin, Peng;Liu, Jia;Liu, Chenghong
作者机构:
关键词: transcriptomics; metabolite accumulation; differentially expressed gene; high relative humidity; quinoa
期刊名称:BIOMOLECULES ( 影响因子:5.5; 五年影响因子:5.8 )
ISSN:
年卷期: 2023 年 13 卷 9 期
页码:
收录情况: SCI
摘要: Quinoa is of great interest because it is cold- and drought-resistant; however, little research has been performed on quinoa under high relative humidity (RH) stress. In this study, quinoa seedlings of a highly HR-resistant variety ("Dianli-439") and a sensitive variety ("Dianli-969") were subjected to morphological and physiological measurements and metabolome and transcriptome analyses to investigate their response to high RH stress. In total, 1060 metabolites were detected, and lipids and flavonoids were the most abundant, with 173 and 167 metabolites, respectively. In total, 13,095 differentially expressed genes were identified, and the results showed that abscisic acid, auxin, and jasmonic-acid-related genes involved in plant hormone signaling may be involved in the response of quinoa seedlings to high RH stress. The analysis of the transcription factors revealed that the AP2/ERF family may also play an important role in the response to high RH stress. We identified the possible regulatory mechanisms of the hormone signaling pathways under high RH stress. Our findings can provide a basis for the selection and identification of highly resistant quinoa varieties and the screening of the metabolite-synthesis- and gene-regulation-related mechanisms in quinoa in response to RH stress.
分类号:
- 相关文献
作者其他论文 更多>>
-
Effects of Continuous Cropping and Application of Bio-organic Fertilizers on Growth, Yield and Quality of Sugar Beet under Reduced Chemical Fertilizer Application
作者:Guo, Xiaoxia;Song, Baiquan;Zhou, Jianchao;Guo, Xiaoxia;Tian, Lu;Li, Yinghao;Huang, Chunyan;Li, Zhi;Jian, Caiyuan;Han, Kang;Su, Wenbin;Zhang, Peng;Kong, Dejuan;Wang, Zhenzhen;Liu, Jia
关键词:Sugar beet; Continuous cropping; Bio-organic fertilizer; Growth; Yield; Sugar content
-
Higher stochasticity in comammox Nitrospira community assembly in upland soils than the adjacent paddy soils at a regional scale
作者:Feng, Mengmeng;Lin, Yongxin;Jin, Shengsheng;Wan, Song;Cheng, Yuheng;He, Ji-Zheng;He, Zi-Yang;Hu, Hang-Wei;He, Ji-Zheng;Liu, Jia
关键词:Agricultural soils; Comammox Nitrospira; Community assembly; Nitrification; Stochastic processes
-
ZmPTOX1, a plastid terminal oxidase, contributes to redox homeostasis during seed development and germination
作者:Peng, Yixuan;Liang, Zhi;Cai, Minghao;Wang, Jie;Chen, Quanquan;Du, Xuemei;Gu, Riliang;Wang, Jianhua;Li, Li;Li, Delin;Wang, Guoying;Schnable, Patrick S.;Li, Li
关键词:ZmPTOX1; ZmFNR1; plastid; carotenoid; seed development; germination; redox homeostasis
-
Frequencies of insecticide resistance mutations detected by the amplicon sequencing in Plutella xylostella (Lepidoptera: Plutellidae) and Spodoptera exigua (Lepidoptera: Noctuidae) from China
作者:Liu, Zhangyang;Ma, Haihao;Li, Kaiqin;Liu, Jia;Zhu, Hang;Zhou, Yong;Man, Yilong;Zhou, Xiaomao;Liu, Zheming;Liu, Zhangyang;Ma, Haihao;Li, Kaiqin;Liu, Jia;Zhu, Hang;Zhou, Yong;Man, Yilong;Zhou, Xiaomao;Liu, Zheming;Liu, Zhangyang;Li, Kaiqin;Zhou, Xiaomao
关键词:Plutella xylostella; Spodoptera exigua; insecticide resistance; mutation detection; amplicon sequencing
-
A genome-wide association study uncovers a ZmRap2.7-ZCN9/ZCN10 module to regulate ABA signalling and seed vigour in maize
作者:Guo, Shasha;Ai, Junmin;Zheng, Nannan;Hu, Hairui;Xu, Zhuoyi;Chen, Quanquan;Li, Li;Gu, Riliang;Wang, Jianhua;Du, Xuemei;Liu, Yunjun;Zhang, Hongwei;Fu, Junjie;Li, Jieping;Pan, Qingchun;Chen, Fanjun;Yuan, Lixing;Gu, Riliang
关键词:maize; seed vigour; accelerated ageing; ZmRap2.7; natural variation
-
Improving crop yield estimation by unified model parameters and state variable with Bayesian inference
作者:Song, Jianjian;Huang, Jianxi;Huang, Hai;Xiao, Guilong;Li, Xuecao;Li, Li;Su, Wei;Huang, Jianxi;Li, Xuecao;Li, Li;Su, Wei;Wu, Wenbin;Yang, Peng;Liang, Shunlin
关键词:Crop yield estimation; Data assimilation; Bayesian inference; Ensemble Kalman filter; WOFOST model
-
Effects of hydrocolloids and oleogel on techno-functional properties of dairy foods
作者:Zhang, Shan;Ren, Chuanying;Ren, Chuanying;Wang, Caiyun;Xie, Siyu;Han, Renjiao
关键词:Hydrocolloids; Oleogel; Dairy foods; Techno-functional properties