Genome-wide transcriptome analysis of toxigenic Fusarium verticillioides in response to variation of temperature and water activity on maize kernels

被引:6
|
作者
Ding, Yi [1 ]
Ma, Nini [1 ]
Haseeb, Hafiz Abdul [1 ,3 ]
Dai, Zhaoji [2 ]
Zhang, Jun [1 ]
Guo, Wei [1 ]
机构
[1] Chinese Acad Agr Sci, Inst Food Sci & Technol, Key Lab Agroprod Qual & Safety Control Storage & T, Minist Agr & Rural Affairs, Beijing 100193, Peoples R China
[2] Hainan Univ, Sanya Nanfan Res Inst, Key Lab Green Prevent & Control Trop Plant Dis & P, Sch Plant Protect,Minist Educ, Haikou 570228, Hainan, Peoples R China
[3] Directorate Gen Pest Warning & Qual Control Pestic, Lahore, Punjab, Pakistan
基金
中国国家自然科学基金;
关键词
Fusarium verticillioides; FB1; Temperature; Water activity; RNA-sequencing; FUMONISIN B-1 PRODUCTION; FUM GENE-EXPRESSION; SECONDARY METABOLISM; REGULATES EXPRESSION; PROTEIN; BIOSYNTHESIS; GROWTH; VIRULENCE; STRAINS; KINASE;
D O I
10.1016/j.ijfoodmicro.2023.110494
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
Fusarium verticillioides is one of the important mycotoxigenic pathogens of maize since it causes severe yield losses and produces fumonisins (FBs) to threaten human and animal health. Previous studies showed that temperature and water activity (aw) are two pivotal environmental factors affecting F. verticillioides growth and FBs production during maize storage. However, the genome-wide transcriptome analysis of differentially expressed genes (DEGs) in F. verticillioides under the stress combinations of temperature and aw has not been studied in detail. In this study, DEGs of F. verticillioides and their related regulatory pathways were analyzed in response to the stress of temperature and aw combinations using RNA-Seq. The results showed that the optimal growth conditions for F. verticillioides were 0.98 aw and 25 degrees C, whereas the highest per-unit yield of the fumonisin B1 (FB1) was observed at 0.98 aw and 15 degrees C. The RNA-seq analysis showed that 9648 DEGs were affected by temperature regardless of aw levels, whereas only 218 DEGs were affected by aw regardless of temperature variations. Gene Ontology (GO) analysis revealed that a decrease in temperature at both aw levels led to a significant upregulation of genes associated with 24 biological processes, while three biological processes were downregulated. Furthermore, when aw was decreased at both temperatures, seven biological processes were significantly upregulated and four were downregulated. The Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis revealed that the genes, whose expression was upregulated when the temperature decreased, were predominantly associated with the proteasome pathway, whereas the genes, whose expression was downregulated when the aw decreased, were mainly linked to amino acid metabolism. For the FB1, except for the FUM15 gene, the other 15 biosynthetic-related genes were highly expressed at 0.98 aw and 15 degrees C. In addition, the expression pattern analysis of other biosynthetic genes involved in secondary metabolite production and regulation of fumonisins production was conducted to explore how this fungus responds to the stress combinations of temperature and aw. Overall, this study primarily examines the impact of temperature and aw on the growth of F. verticillioides and its production of FB1 using transcriptome data. The findings presented here have the potential to contribute to the development of novel strategies for managing fungal diseases and offer valuable insights for preventing fumonisin contamination in food and feed storage.
引用
收藏
页数:12
相关论文
共 50 条
  • [31] A Combination of a Genome-Wide Association Study and a Transcriptome Analysis Reveals circRNAs as New Regulators Involved in the Response to Salt Stress in Maize
    Liu, Peng
    Zhu, Yuxiao
    Liu, Hao
    Liang, Zhenjuan
    Zhang, Minyan
    Zou, Chaoying
    Yuan, Guangsheng
    Gao, Shibin
    Pan, Guangtang
    Shen, Yaou
    Ma, Langlang
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2022, 23 (17)
  • [32] Untying the regulatory roles of miRNAs in CuO-NPs stress response mechanism in maize: A genome-wide sRNA transcriptome analysis
    Roy, Doyel
    Adhikari, Ayan
    Saha, Shrabani
    Ghosh, Pratyush Kanti
    Shaw, Arun Kumar
    Mukherjee, Moupriya
    Pramanik, Goutam
    Hossain, Zahed
    Chemosphere, 2024, 347
  • [33] Genome-wide transcriptome analysis revealed organelle specific responses to temperature variations in algae
    Shin, HyeonSeok
    Hong, Seong-Joo
    Yoo, Chan
    Han, Mi-Ae
    Lee, Hookeun
    Choi, Hyung-Kyoon
    Cho, Suhyung
    Lee, Choul-Gyun
    Cho, Byung-Kwan
    SCIENTIFIC REPORTS, 2016, 6
  • [34] Genome-wide transcriptome analysis revealed organelle specific responses to temperature variations in algae
    HyeonSeok Shin
    Seong-Joo Hong
    Chan Yoo
    Mi-Ae Han
    Hookeun Lee
    Hyung-Kyoon Choi
    Suhyung Cho
    Choul-Gyun Lee
    Byung-Kwan Cho
    Scientific Reports, 6
  • [35] Genome-wide transcriptome analysis of expression in rice seedling roots in response to supplemental nitrogen
    Chandran, Anil Kumar Nalini
    Priatama, Ryza A.
    Kumar, Vikranth
    Xuan, Yuanhu
    Je, Byoung Il
    Kim, Chul Min
    Jung, Ki-Hong
    Han, Chang-deok
    JOURNAL OF PLANT PHYSIOLOGY, 2016, 200 : 62 - 75
  • [36] Heritability of variation in glycaemic response to metformin: a genome-wide complex trait analysis
    Zhou, Kaixin
    Donnelly, Louise
    Yang, Jian
    Li, Miaoxin
    Deshmukh, Harshal
    Van Zuydam, Natalie
    Ahlqvist, Emma
    Spencer, Chris C.
    Groop, Leif
    Morris, Andrew D.
    Colhoun, Helen M.
    Sham, Pak C.
    McCarthy, Mark I.
    Palmer, Colin N. A.
    Pearson, Ewan R.
    LANCET DIABETES & ENDOCRINOLOGY, 2014, 2 (06): : 481 - 487
  • [38] Genome-wide transcriptional analysis of maize endosperm in response to ae wx double mutations
    Li, Xiang
    Chen, Guang Hui
    Zhang, Wei Yang
    Zhang, Xiansheng
    JOURNAL OF GENETICS AND GENOMICS, 2010, 37 (11) : 749 - 762
  • [39] Genome-Wide Analysis of AMT Gene Family and its Response to Mycorrhizal Symbiosis in Maize
    Xu, Yunjian
    Liu, Fang
    Rehman, Shamsur
    Dong, Hao
    Hu, Qunxing
    Tu, Zhaolin
    Li, Xiaoyu
    JOURNAL OF PLANT GROWTH REGULATION, 2023, 42 (02) : 1134 - 1143
  • [40] Genome-Wide Analysis of AMT Gene Family and its Response to Mycorrhizal Symbiosis in Maize
    Yunjian Xu
    Fang Liu
    Shamsur Rehman
    Hao Dong
    Qunxing Hu
    Zhaolin Tu
    Xiaoyu Li
    Journal of Plant Growth Regulation, 2023, 42 : 1134 - 1143