Identification of Candidate Genes Associated With Tolerance to Apple Replant Disease by Genome-Wide Transcriptome Analysis

被引:9
|
作者
Reim, Stefanie [1 ]
Winkelmann, Traud [2 ]
Cestaro, Alessandro [3 ]
Rohr, Annmarie-Deetja [2 ]
Flachowsky, Henryk [1 ]
机构
[1] Julius Kuhn Inst JKI, Inst Breeding Res Fruit Crops, Fed Res Ctr Cultivated Plants, Dresden, Germany
[2] Leibniz Univ Hannover, Inst Hort Prod Syst, Woody Plant & Propagat Physiol Sect, Hannover, Germany
[3] Fdn Edmund Mach, Computat Biol Unit, San Michele All Adige, Italy
关键词
RNA-seq validation; 'M9'; Malus xrobusta 5; soil-borne disease; gibberellin biosynthesis; apple rootstocks; gene expression; INTERACTING PROTEIN-KINASE; FUNCTIONAL-CHARACTERIZATION; PLANT DEVELOPMENT; ABIOTIC STRESS; SYNTHASE GENE; CELL-DEATH; EXPRESSION; BIOSYNTHESIS; GROWTH; DEFENSE;
D O I
10.3389/fmicb.2022.888908
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Apple replant disease (ARD) is a worldwide economic risk in apple cultivation for fruit tree nurseries and fruit growers. Several studies on the reaction of apple plants to ARD are documented but less is known about the genetic mechanisms behind this symptomatology. RNA-seq analysis is a powerful tool for revealing candidate genes that are involved in the molecular responses to biotic stresses in plants. The aim of our work was to find differentially expressed genes in response to ARD in Malus. For this, we compared transcriptome data of the rootstock 'M9' (susceptible) and the wild apple genotype M. xrobusta 5 (Mr5, tolerant) after cultivation in ARD soil and disinfected ARD soil, respectively. When comparing apple plantlets grown in ARD soil to those grown in disinfected ARD soil, 1,206 differentially expressed genes (DEGs) were identified based on a log2 fold change, (LFC) >= 1 for up- and <= -1 for downregulation (p < 0.05). Subsequent validation revealed a highly significant positive correlation (r = 0.91; p < 0.0001) between RNA-seq and RT-qPCR results indicating a high reliability of the RNA-seq data. PageMan analysis showed that transcripts of genes involved in gibberellic acid (GA) biosynthesis were significantly enriched in the DEG dataset. Most of these GA biosynthesis genes were associated with functions in cell wall stabilization. Further genes were related to detoxification processes. Genes of both groups were expressed significantly higher in Mr5, suggesting that the lower susceptibility to ARD in Mr5 is not due to a single mechanism. These findings contribute to a better insight into ARD response in susceptible and tolerant apple genotypes. However, future research is needed to identify the defense mechanisms, which are most effective for the plant to overcome ARD.
引用
收藏
页数:19
相关论文
共 50 条
  • [31] Genome-wide re-sequencing and transcriptome analysis reveal candidate genes associated with the pendulous comb phenotype in domestic chickens
    Guo, Xing
    Wang, Jiangxian
    Ma, Chendong
    Wang, Zhicheng
    Chen, Hong
    Su, Hu
    Wan, Yi
    Jiang, Runshen
    ANIMAL SCIENCE JOURNAL, 2020, 91 (01)
  • [32] Genome-wide association and identification of candidate genes for age at puberty in swine
    Nonneman, Dan J.
    Schneider, James F.
    Lents, Clay A.
    Wiedmann, Ralph T.
    Vallet, Jeffrey L.
    Rohrer, Gary A.
    BMC GENETICS, 2016, 17
  • [33] Genome-wide transcriptome profiling of mulberry (Morus alba) response to boron deficiency and toxicity reveal candidate genes associated with boron tolerance in leaves
    Zou, Jincheng
    Zhang, Qiaonan
    Amoako, Frank Kwarteng
    Ackah, Michael
    Li, Haonan
    Shi, Yisu
    Li, Jianbin
    Jiang, Zijie
    Zhao, Weiguo
    PLANT PHYSIOLOGY AND BIOCHEMISTRY, 2024, 207
  • [34] Genome-Wide Association Study and Transcriptome Analysis Provide Candidate Genes for Agronomic Traits of Agaricus bisporus
    Lu, Yuanping
    Guo, Zhongjie
    Ke, Binrong
    Zheng, Huiqing
    Zeng, Zhiheng
    Cai, Zhixin
    Zeng, Hui
    Liao, Jianhua
    Chen, Meiyuan
    HORTICULTURAE, 2024, 10 (07)
  • [35] Genome-wide identification of candidate genes related to disease resistance and high biomass in tetraploid Paulownia
    Cao, Xibing
    Zhai, Xiaoqiao
    Xu, Enkai
    Zhao, Zhenli
    Fan, Guoqiang
    ACTA PHYSIOLOGIAE PLANTARUM, 2020, 42 (11)
  • [36] Systematic genome-wide approach to positional candidate cloning for identification of novel human disease genes
    Kiyosawa, H
    Kawashima, T
    Silva, D
    Petrovsky, N
    Hasegawa, Y
    Sakai, K
    Hayashizaki, Y
    INTERNAL MEDICINE JOURNAL, 2004, 34 (03) : 79 - 90
  • [37] Genome-wide identification of candidate genes related to disease resistance and high biomass in tetraploid Paulownia
    Xibing Cao
    Xiaoqiao Zhai
    Enkai Xu
    Zhenli Zhao
    Guoqiang Fan
    Acta Physiologiae Plantarum, 2020, 42
  • [38] Genome-Wide Association Study Identified Candidate Genes for Alkalinity Tolerance in Rice
    Singh, Lovepreet
    Pruthi, Rajat
    Chapagain, Sandeep
    Subudhi, Prasanta K.
    PLANTS-BASEL, 2023, 12 (11):
  • [39] Genome-Wide Identification and Expression Analysis of Salt Tolerance-Associated WRKY Family Genes in Cyclocarya paliurus
    Yang, Zhengting
    He, Fayin
    An, Yin
    Zhang, Nannan
    Fan, Sixian
    Tang, Ming
    Li, Kun
    FORESTS, 2023, 14 (09):
  • [40] Genome-Wide Identification and Expression Analysis of Salt-Tolerance-Associated NAC Family Genes in Cyclocarya paliurus
    Yang, Ziwei
    An, Yin
    Ye, Qian
    Zhang, Nannan
    Liu, Xin
    He, Fayin
    Zeng, Yue
    Tang, Ming
    Yang, Zhengting
    Li, Kun
    FORESTS, 2024, 15 (03):