IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v15y2024i1d10.1038_s41467-024-47329-x.html
   My bibliography  Save this article

Single-cell and spatial RNA sequencing reveal the spatiotemporal trajectories of fruit senescence

Author

Listed:
  • Xin Li

    (Henan University of Science and Technology
    Queensland Biosciences Precinct, The University of Queensland
    National Demonstration Center for Experimental Food Processing and Safety Education)

  • Bairu Li

    (Henan University of Science and Technology)

  • Shaobin Gu

    (Henan University of Science and Technology)

  • Xinyue Pang

    (Henan University of Science and Technology)

  • Patrick Mason

    (Queensland Biosciences Precinct, The University of Queensland)

  • Jiangfeng Yuan

    (Henan University of Science and Technology)

  • Jingyu Jia

    (Henan University of Science and Technology)

  • Jiaju Sun

    (Henan University of Science and Technology)

  • Chunyan Zhao

    (Jianghan University)

  • Robert Henry

    (Queensland Biosciences Precinct, The University of Queensland)

Abstract

The senescence of fruit is a complex physiological process, with various cell types within the pericarp, making it highly challenging to elucidate their individual roles in fruit senescence. In this study, a single-cell expression atlas of the pericarp of pitaya (Hylocereus undatus) is constructed, revealing exocarp and mesocarp cells undergoing the most significant changes during the fruit senescence process. Pseudotime analysis establishes cellular differentiation and gene expression trajectories during senescence. Early-stage oxidative stress imbalance is followed by the activation of resistance in exocarp cells, subsequently senescence-associated proteins accumulate in the mesocarp cells at late-stage senescence. The central role of the early response factor HuCMB1 is unveiled in the senescence regulatory network. This study provides a spatiotemporal perspective for a deeper understanding of the dynamic senescence process in plants.

Suggested Citation

  • Xin Li & Bairu Li & Shaobin Gu & Xinyue Pang & Patrick Mason & Jiangfeng Yuan & Jingyu Jia & Jiaju Sun & Chunyan Zhao & Robert Henry, 2024. "Single-cell and spatial RNA sequencing reveal the spatiotemporal trajectories of fruit senescence," Nature Communications, Nature, vol. 15(1), pages 1-19, December.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-47329-x
    DOI: 10.1038/s41467-024-47329-x
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-024-47329-x
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-024-47329-x?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Chenwei Li & Baolin Liu & Boxi Kang & Zedao Liu & Yedan Liu & Changya Chen & Xianwen Ren & Zemin Zhang, 2020. "SciBet as a portable and fast single cell type identifier," Nature Communications, Nature, vol. 11(1), pages 1-8, December.
    2. Christian F. Guerrero-Juarez & Priya H. Dedhia & Suoqin Jin & Rolando Ruiz-Vega & Dennis Ma & Yuchen Liu & Kosuke Yamaga & Olga Shestova & Denise L. Gay & Zaixin Yang & Kai Kessenbrock & Qing Nie & Wa, 2019. "Single-cell analysis reveals fibroblast heterogeneity and myeloid-derived adipocyte progenitors in murine skin wounds," Nature Communications, Nature, vol. 10(1), pages 1-17, December.
    3. Gioele La Manno & Ruslan Soldatov & Amit Zeisel & Emelie Braun & Hannah Hochgerner & Viktor Petukhov & Katja Lidschreiber & Maria E. Kastriti & Peter Lönnerberg & Alessandro Furlan & Jean Fan & Lars E, 2018. "RNA velocity of single cells," Nature, Nature, vol. 560(7719), pages 494-498, August.
    4. Wei Sun & Qinggang Yin & Huihua Wan & Ranran Gao & Chao Xiong & Chong Xie & Xiangxiao Meng & Yaolei Mi & Xiaotong Wang & Caixia Wang & Weiqiang Chen & Ziyan Xie & Zheyong Xue & Hui Yao & Peng Sun & Xu, 2023. "Characterization of the horse chestnut genome reveals the evolution of aescin and aesculin biosynthesis," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    5. Xiaoping Han & Ziming Zhou & Lijiang Fei & Huiyu Sun & Renying Wang & Yao Chen & Haide Chen & Jingjing Wang & Huanna Tang & Wenhao Ge & Yincong Zhou & Fang Ye & Mengmeng Jiang & Junqing Wu & Yanyu Xia, 2020. "Construction of a human cell landscape at single-cell level," Nature, Nature, vol. 581(7808), pages 303-309, May.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Jiao Qu & Fa Yang & Tao Zhu & Yingshuo Wang & Wen Fang & Yan Ding & Xue Zhao & Xianjia Qi & Qiangmin Xie & Ming Chen & Qiang Xu & Yicheng Xie & Yang Sun & Dijun Chen, 2022. "A reference single-cell regulomic and transcriptomic map of cynomolgus monkeys," Nature Communications, Nature, vol. 13(1), pages 1-19, December.
    2. Ziye Xu & Tianyu Zhang & Hongyu Chen & Yuyi Zhu & Yuexiao Lv & Shunji Zhang & Jiaye Chen & Haide Chen & Lili Yang & Weiqin Jiang & Shengyu Ni & Fangru Lu & Zhaolun Wang & Hao Yang & Ling Dong & Feng C, 2023. "High-throughput single nucleus total RNA sequencing of formalin-fixed paraffin-embedded tissues by snRandom-seq," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    3. Huanhuan Tan & Weixu Wang & Congjin Zhou & Yanfeng Wang & Shu Zhang & Pinglan Yang & Rui Guo & Wei Chen & Jinwen Zhang & Lan Ye & Yiqiang Cui & Ting Ni & Ke Zheng, 2023. "Single-cell RNA-seq uncovers dynamic processes orchestrated by RNA-binding protein DDX43 in chromatin remodeling during spermiogenesis," Nature Communications, Nature, vol. 14(1), pages 1-21, December.
    4. Christoph Ziegenhain & Rickard Sandberg, 2021. "BAMboozle removes genetic variation from human sequence data for open data sharing," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
    5. Yoshiaki Yasumizu & Naganari Ohkura & Hisashi Murata & Makoto Kinoshita & Soichiro Funaki & Satoshi Nojima & Kansuke Kido & Masaharu Kohara & Daisuke Motooka & Daisuke Okuzaki & Shuji Suganami & Eriko, 2022. "Myasthenia gravis-specific aberrant neuromuscular gene expression by medullary thymic epithelial cells in thymoma," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    6. Lichun Ma & Sophia Heinrich & Limin Wang & Friederike L. Keggenhoff & Subreen Khatib & Marshonna Forgues & Michael Kelly & Stephen M. Hewitt & Areeba Saif & Jonathan M. Hernandez & Donna Mabry & Roman, 2022. "Multiregional single-cell dissection of tumor and immune cells reveals stable lock-and-key features in liver cancer," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    7. Keyong Sun & Runda Xu & Fuhai Ma & Naixue Yang & Yang Li & Xiaofeng Sun & Peng Jin & Wenzhe Kang & Lemei Jia & Jianping Xiong & Haitao Hu & Yantao Tian & Xun Lan, 2022. "scRNA-seq of gastric tumor shows complex intercellular interaction with an alternative T cell exhaustion trajectory," Nature Communications, Nature, vol. 13(1), pages 1-19, December.
    8. Jeff Yat-Fai Chung & Philip Chiu-Tsun Tang & Max Kam-Kwan Chan & Vivian Weiwen Xue & Xiao-Ru Huang & Calvin Sze-Hang Ng & Dongmei Zhang & Kam-Tong Leung & Chun-Kwok Wong & Tin-Lap Lee & Eric W-F Lam &, 2023. "Smad3 is essential for polarization of tumor-associated neutrophils in non-small cell lung carcinoma," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    9. Fabian Peisker & Maurice Halder & James Nagai & Susanne Ziegler & Nadine Kaesler & Konrad Hoeft & Ronghui Li & Eric M. J. Bindels & Christoph Kuppe & Julia Moellmann & Michael Lehrke & Christian Stopp, 2022. "Mapping the cardiac vascular niche in heart failure," Nature Communications, Nature, vol. 13(1), pages 1-20, December.
    10. Han Luo & Xuyang Xia & Li-Bin Huang & Hyunsu An & Minyuan Cao & Gyeong Dae Kim & Hai-Ning Chen & Wei-Han Zhang & Yang Shu & Xiangyu Kong & Zhixiang Ren & Pei-Heng Li & Yang Liu & Huairong Tang & Rongh, 2022. "Pan-cancer single-cell analysis reveals the heterogeneity and plasticity of cancer-associated fibroblasts in the tumor microenvironment," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    11. Yan Tang & David J. Kwiatkowski & Elizabeth P. Henske, 2022. "Midkine expression by stem-like tumor cells drives persistence to mTOR inhibition and an immune-suppressive microenvironment," Nature Communications, Nature, vol. 13(1), pages 1-22, December.
    12. Jun Dai & Shuyu Zheng & Matías M. Falco & Jie Bao & Johanna Eriksson & Sanna Pikkusaari & Sofia Forstén & Jing Jiang & Wenyu Wang & Luping Gao & Fernando Perez-Villatoro & Olli Dufva & Khalid Saeed & , 2024. "Tracing back primed resistance in cancer via sister cells," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    13. Ryuki Shimada & Yuzuru Kato & Naoki Takeda & Sayoko Fujimura & Kei-ichiro Yasunaga & Shingo Usuki & Hitoshi Niwa & Kimi Araki & Kei-ichiro Ishiguro, 2023. "STRA8–RB interaction is required for timely entry of meiosis in mouse female germ cells," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    14. Xiaojun Ren & Jianqing Liang & Yiming Zhang & Ning Jiang & Yuhui Xu & Mengdi Qiu & Yiqin Wang & Bing Zhao & Xiaojun Chen, 2022. "Single-cell transcriptomic analysis highlights origin and pathological process of human endometrioid endometrial carcinoma," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    15. Gaofei Li & Yicong Sun & Immanuel Kwok & Liting Yang & Wanying Wen & Peixian Huang & Mei Wu & Jing Li & Zhibin Huang & Zhaoyuan Liu & Shuai He & Wan Peng & Jin-Xin Bei & Florent Ginhoux & Lai Guan Ng , 2024. "Cebp1 and Cebpβ transcriptional axis controls eosinophilopoiesis in zebrafish," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    16. Allen W. Lynch & Myles Brown & Clifford A. Meyer, 2023. "Multi-batch single-cell comparative atlas construction by deep learning disentanglement," Nature Communications, Nature, vol. 14(1), pages 1-22, December.
    17. Laura K. Hamilton & Gaël Moquin-Beaudry & Chenicka L. Mangahas & Federico Pratesi & Myriam Aubin & Anne Aumont & Sandra E. Joppé & Alexandre Légiot & Annick Vachon & Mélanie Plourde & Catherine Mounie, 2022. "Stearoyl-CoA Desaturase inhibition reverses immune, synaptic and cognitive impairments in an Alzheimer’s disease mouse model," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    18. Adele M. Alchahin & Shenglin Mei & Ioanna Tsea & Taghreed Hirz & Youmna Kfoury & Douglas Dahl & Chin-Lee Wu & Alexander O. Subtelny & Shulin Wu & David T. Scadden & John H. Shin & Philip J. Saylor & D, 2022. "A transcriptional metastatic signature predicts survival in clear cell renal cell carcinoma," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    19. Bibiana Costa & Jennifer Becker & Tobias Krammer & Felix Mulenge & Verónica Durán & Andreas Pavlou & Olivia Luise Gern & Xiaojing Chu & Yang Li & Luka Čičin-Šain & Britta Eiz-Vesper & Martin Messerle , 2024. "Human cytomegalovirus exploits STING signaling and counteracts IFN/ISG induction to facilitate infection of dendritic cells," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    20. Patrick Aouad & Yueyun Zhang & Fabio Martino & Céline Stibolt & Simak Ali & Giovanna Ambrosini & Sendurai A. Mani & Kelly Maggs & Hazel M. Quinn & George Sflomos & Cathrin Brisken, 2022. "Epithelial-mesenchymal plasticity determines estrogen receptor positive breast cancer dormancy and epithelial reconversion drives recurrence," Nature Communications, Nature, vol. 13(1), pages 1-17, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-47329-x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.