Integration of ATAC-Seq and RNA-Seq Identifies Key Genes in Light-Induced Primordia Formation of Sparassis latifolia

被引:19
|
作者
Yang, Chi [1 ,2 ]
Ma, Lu [1 ,2 ]
Xiao, Donglai [1 ,2 ]
Ying, Zhenghe [1 ,2 ]
Jiang, Xiaoling [1 ,2 ]
Lin, Yanquan [1 ,2 ]
机构
[1] Fujian Acad Agr Sci, Inst Edible Fungi, Fuzhou 350014, Peoples R China
[2] Fujian Acad Agr Sci, Natl & Local Joint Engn Res Ctr Breeding & Cultiv, Fuzhou 350014, Peoples R China
关键词
Sparassis latifolia; ATAC-seq; RNA-seq; light; primordia formation; FRUITING BODY DEVELOPMENT; SECONDARY METABOLISM; MYCELIAL GROWTH; MUSHROOM; PHOTORECEPTOR; EXPRESSION; CMWC-1; CHROMATIN; SEQUENCE; PATHWAY;
D O I
10.3390/ijms21010185
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Light is an essential environmental factor for Sparassis latifolia primordia formation, but the molecular mechanism is still unclear. In this study, differential expression profiling of light-induced primordia formation (LIPF) was established by integrating the assay for transposase accessible chromatin by sequencing (ATAC-seq) and RNA-seq technology. The integrated results from the ATAC-seq and RNA-seq showed 13 down-regulated genes and 17 up-regulated genes in both the L vs. D and P vs. D groups, for both methods. According to the gene ontology (GO) annotation of these differentially expressed genes (DEGs), the top three biological process categories were cysteine biosynthetic process via cystathionine, vitamin B6 catabolic, and glycine metabolic; the top three molecular function categories were 5-methyltetrahydropteroyltriglutamate-homocysteine S-methyltransferase activity, glycine binding, and pyridoxal phosphate binding; cellular component categories were significantly enriched in the glycine cleavage complex. The KEGG (Kyoto Encyclopedia of Genes and Genomes) enrichment analysis revealed that these genes were associated with vitamin B6 metabolism; selenocompound metabolism; cysteine and methionine metabolism; glycine, serine, and threonine metabolism; and glyoxylate and dicarboxylate metabolism pathways. The expression of most of the DEGs was validated by qRT-PCR. To the best of our knowledge, this study is the first integrative analysis of ATAC-seq and RNA-seq for macro-fungi. These results provided a new perspective on the understanding of key pathways and hub genes in LIPF in S. latifolia. It will be helpful in understanding the primary environmental response, and provides new information to the existing models of primordia formation in edible and medicinal fungi.
引用
收藏
页数:12
相关论文
共 50 条
  • [1] Integration of ATAC-Seq and RNA-Seq identifies the key genes in myocardial ischemia
    Yuan, Jing
    Wang, Jun-Meng
    Li, Zhi-Wei
    Zhang, Cheng-Shun
    Cheng, Bin
    Yang, Su-Hao
    Cai, Ding-Jun
    Yu, Shu-Guang
    GENES & DISEASES, 2023, 10 (01) : 62 - 64
  • [2] Integration of ATAC-seq and RNA-seq analysis identifies key genes affecting intramuscular fat content in pigs
    Xu, Zhong
    Wu, Junjing
    Zhou, Jiawei
    Zhang, Yu
    Qiao, Mu
    Sun, Hua
    Li, Zipeng
    Li, Lianghua
    Chen, Nanqi
    Oyelami, Favour Oluwapelumi
    Peng, Xianwen
    Mei, Shuqi
    FRONTIERS IN NUTRITION, 2022, 9
  • [3] Integration of RNA-seq and ATAC-seq identifies muscle-regulated hub genes in cattle
    Wang, Jianfang
    Li, Bingzhi
    Yang, Xinran
    Liang, Chengcheng
    Raza, Sayed Haidar Abbas
    Pan, Yueting
    Zhang, Ke
    Zan, Linsen
    FRONTIERS IN VETERINARY SCIENCE, 2022, 9
  • [4] Integration of ATAC-seq and RNA-seq identifies human alpha cell and beta cell signature genes
    Ackermann, Amanda M.
    Wang, Zhiping
    Schug, Jonathan
    Naji, Ali
    Kaestner, Klaus H.
    MOLECULAR METABOLISM, 2016, 5 (03): : 233 - 244
  • [5] Integration of ATAC-Seq and RNA-Seq Reveals the Role of FaTIP1 in Red Light-Induced Fruit Ripening in Strawberry
    Chen, Xiaodong
    Cai, Weijian
    Xia, Jin
    Wang, Jing
    Yuan, Huazhao
    Wang, Qinglian
    Pang, Fuhua
    Zhao, Mizhen
    Qiao, Yushan
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2025, 26 (02)
  • [6] Integration of ATAC-Seq and RNA-Seq identifies key genes and pathways involved in the neuroprotection of S-adenosylmethionine against perioperative neurocognitive disorder
    Xu, Feifei
    Cong, Peilin
    Lu, Zhihong
    Shi, Liwen
    Xiong, Lize
    Zhao, Guanghou
    COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2023, 21 : 1942 - 1954
  • [7] Integration of ATAC-Seq and RNA-Seq Analysis to Identify Key Genes in the Longissimus Dorsi Muscle Development of the Tianzhu White Yak
    Li, Jingsheng
    Chen, Zongchang
    Bai, Yanbin
    Wei, Yali
    Guo, Dashan
    Liu, Zhanxin
    Niu, Yanmei
    Shi, Bingang
    Zhang, Xiaolan
    Cai, Yuan
    Zhao, Zhidong
    Hu, Jiang
    Wang, Jiqing
    Liu, Xiu
    Li, Shaobin
    Zhao, Fangfang
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2024, 25 (01)
  • [8] Using ATAC-seq and RNA-seq to increase resolution in GRN connectivity
    Lowe, Elijah K.
    Cuomo, Claudia
    Voronov, Danila
    Arnone, Maria I.
    ECHINODERMS, PT B, 2019, 151 : 115 - 126
  • [9] RNA-seq, ATAC-seq, and proteomic analysis of mammalian lens differentiation
    Cvekl, Ales
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2018, 59 (09)
  • [10] scBridge embraces cell heterogeneity in single-cell RNA-seq and ATAC-seq data integration
    Li, Yunfan
    Zhang, Dan
    Yang, Mouxing
    Peng, Dezhong
    Yu, Jun
    Liu, Yu
    Lv, Jiancheng
    Chen, Lu
    Peng, Xi
    NATURE COMMUNICATIONS, 2023, 14 (01)