IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v13y2022i1d10.1038_s41467-022-31112-x.html
   My bibliography  Save this article

The 3D architecture of the pepper genome and its relationship to function and evolution

Author

Listed:
  • Yi Liao

    (South China Agricultural University
    University of California)

  • Juntao Wang

    (South China Agricultural University
    Lingnan Guangdong Laboratory of Modern Agriculture)

  • Zhangsheng Zhu

    (South China Agricultural University
    Lingnan Guangdong Laboratory of Modern Agriculture)

  • Yuanlong Liu

    (University of Lausanne
    Swiss Cancer Center Leman
    Swiss Institute of Bioinformatics)

  • Jinfeng Chen

    (Chinese Academy of Sciences)

  • Yongfeng Zhou

    (Chinese Academy of Agricultural Sciences)

  • Feng Liu

    (Hunan Agricultural University)

  • Jianjun Lei

    (South China Agricultural University
    Lingnan Guangdong Laboratory of Modern Agriculture)

  • Brandon S. Gaut

    (University of California)

  • Bihao Cao

    (South China Agricultural University
    Lingnan Guangdong Laboratory of Modern Agriculture)

  • J. J. Emerson

    (University of California)

  • Changming Chen

    (South China Agricultural University
    Lingnan Guangdong Laboratory of Modern Agriculture)

Abstract

The organization of chromatin into self-interacting domains is universal among eukaryotic genomes, though how and why they form varies considerably. Here we report a chromosome-scale reference genome assembly of pepper (Capsicum annuum) and explore its 3D organization through integrating high-resolution Hi-C maps with epigenomic, transcriptomic, and genetic variation data. Chromatin folding domains in pepper are as prominent as TADs in mammals but exhibit unique characteristics. They tend to coincide with heterochromatic regions enriched with retrotransposons and are frequently embedded in loops, which may correlate with transcription factories. Their boundaries are hotspots for chromosome rearrangements but are otherwise depleted for genetic variation. While chromatin conformation broadly affects transcription variance, it does not predict differential gene expression between tissues. Our results suggest that pepper genome organization is explained by a model of heterochromatin-driven folding promoted by transcription factories and that such spatial architecture is under structural and functional constraints.

Suggested Citation

  • Yi Liao & Juntao Wang & Zhangsheng Zhu & Yuanlong Liu & Jinfeng Chen & Yongfeng Zhou & Feng Liu & Jianjun Lei & Brandon S. Gaut & Bihao Cao & J. J. Emerson & Changming Chen, 2022. "The 3D architecture of the pepper genome and its relationship to function and evolution," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-31112-x
    DOI: 10.1038/s41467-022-31112-x
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-022-31112-x
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-022-31112-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. Martin Mascher & Heidrun Gundlach & Axel Himmelbach & Sebastian Beier & Sven O. Twardziok & Thomas Wicker & Volodymyr Radchuk & Christoph Dockter & Pete E. Hedley & Joanne Russell & Micha Bayer & Luke, 2017. "A chromosome conformation capture ordered sequence of the barley genome," Nature, Nature, vol. 544(7651), pages 427-433, April.
    2. Jesse R. Dixon & Inkyung Jung & Siddarth Selvaraj & Yin Shen & Jessica E. Antosiewicz-Bourget & Ah Young Lee & Zhen Ye & Audrey Kim & Nisha Rajagopal & Wei Xie & Yarui Diao & Jing Liang & Huimin Zhao , 2015. "Chromatin architecture reorganization during stem cell differentiation," Nature, Nature, vol. 518(7539), pages 331-336, February.
    3. Yuanlong Liu & Luca Nanni & Stephanie Sungalee & Marie Zufferey & Daniele Tavernari & Marco Mina & Stefano Ceri & Elisa Oricchio & Giovanni Ciriello, 2021. "Systematic inference and comparison of multi-scale chromatin sub-compartments connects spatial organization to cell phenotypes," Nature Communications, Nature, vol. 12(1), pages 1-11, December.
    4. Jesse R. Dixon & Siddarth Selvaraj & Feng Yue & Audrey Kim & Yan Li & Yin Shen & Ming Hu & Jun S. Liu & Bing Ren, 2012. "Topological domains in mammalian genomes identified by analysis of chromatin interactions," Nature, Nature, vol. 485(7398), pages 376-380, May.
    5. Nathan Harmston & Elizabeth Ing-Simmons & Ge Tan & Malcolm Perry & Matthias Merkenschlager & Boris Lenhard, 2017. "Topologically associating domains are ancient features that coincide with Metazoan clusters of extreme noncoding conservation," Nature Communications, Nature, vol. 8(1), pages 1-13, December.
    6. Linhua Sun & Yuqing Jing & Xinyu Liu & Qi Li & Zhihui Xue & Zhukuan Cheng & Daowen Wang & Hang He & Weiqiang Qian, 2020. "Heat stress-induced transposon activation correlates with 3D chromatin organization rearrangement in Arabidopsis," Nature Communications, Nature, vol. 11(1), pages 1-13, December.
    7. Lun Zhao & Shuangqi Wang & Zhilin Cao & Weizhi Ouyang & Qing Zhang & Liang Xie & Ruiqin Zheng & Minrong Guo & Meng Ma & Zhe Hu & Wing-Kin Sung & Qifa Zhang & Guoliang Li & Xingwang Li, 2019. "Chromatin loops associated with active genes and heterochromatin shape rice genome architecture for transcriptional regulation," Nature Communications, Nature, vol. 10(1), pages 1-13, December.
    8. Yong Peng & Dan Xiong & Lun Zhao & Weizhi Ouyang & Shuangqi Wang & Jun Sun & Qing Zhang & Pengpeng Guan & Liang Xie & Wenqiang Li & Guoliang Li & Jianbing Yan & Xingwang Li, 2019. "Chromatin interaction maps reveal genetic regulation for quantitative traits in maize," Nature Communications, Nature, vol. 10(1), pages 1-11, December.
    9. Adam G. Diehl & Ningxin Ouyang & Alan P. Boyle, 2020. "Transposable elements contribute to cell and species-specific chromatin looping and gene regulation in mammalian genomes," Nature Communications, Nature, vol. 11(1), pages 1-18, December.
    10. William W. Greenwald & He Li & Paola Benaglio & David Jakubosky & Hiroko Matsui & Anthony Schmitt & Siddarth Selvaraj & Matteo D’Antonio & Agnieszka D’Antonio-Chronowska & Erin N. Smith & Kelly A. Fra, 2019. "Subtle changes in chromatin loop contact propensity are associated with differential gene regulation and expression," Nature Communications, Nature, vol. 10(1), pages 1-17, December.
    11. C. A. Brackley & N. Gilbert & D. Michieletto & A. Papantonis & M. C. F. Pereira & P. R. Cook & D. Marenduzzo, 2021. "Complex small-world regulatory networks emerge from the 3D organisation of the human genome," Nature Communications, Nature, vol. 12(1), pages 1-14, December.
    12. Fides Zenk & Yinxiu Zhan & Pavel Kos & Eva Löser & Nazerke Atinbayeva & Melanie Schächtle & Guido Tiana & Luca Giorgetti & Nicola Iovino, 2021. "HP1 drives de novo 3D genome reorganization in early Drosophila embryos," Nature, Nature, vol. 593(7858), pages 289-293, May.
    13. Qi Wang & Qiu Sun & Daniel M. Czajkowsky & Zhifeng Shao, 2018. "Sub-kb Hi-C in D. melanogaster reveals conserved characteristics of TADs between insect and mammalian cells," Nature Communications, Nature, vol. 9(1), pages 1-8, December.
    14. En Li & Han Liu & Liangliang Huang & Xiangbo Zhang & Xiaomei Dong & Weibin Song & Haiming Zhao & Jinsheng Lai, 2019. "Long-range interactions between proximal and distal regulatory regions in maize," Nature Communications, Nature, vol. 10(1), pages 1-14, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Feng Liu & Jiantao Zhao & Honghe Sun & Cheng Xiong & Xuepeng Sun & Xin Wang & Zhongyi Wang & Robert Jarret & Jin Wang & Bingqian Tang & Hao Xu & Bowen Hu & Huan Suo & Bozhi Yang & Lijun Ou & Xuefeng L, 2023. "Genomes of cultivated and wild Capsicum species provide insights into pepper domestication and population differentiation," Nature Communications, Nature, vol. 14(1), pages 1-14, December.

    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. Varvara Lukyanchikova & Miroslav Nuriddinov & Polina Belokopytova & Alena Taskina & Jiangtao Liang & Maarten J. M. F. Reijnders & Livio Ruzzante & Romain Feron & Robert M. Waterhouse & Yang Wu & Chunh, 2022. "Anopheles mosquitoes reveal new principles of 3D genome organization in insects," Nature Communications, Nature, vol. 13(1), pages 1-22, December.
    2. Phoebe Lut Fei Tam & Ming Fung Cheung & Lu Yan Chan & Danny Leung, 2024. "Cell-type differential targeting of SETDB1 prevents aberrant CTCF binding, chromatin looping, and cis-regulatory interactions," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    3. Linhua Sun & Jingru Zhou & Xiao Xu & Yi Liu & Ni Ma & Yutong Liu & Wenchao Nie & Ling Zou & Xing Wang Deng & Hang He, 2024. "Mapping nucleosome-resolution chromatin organization and enhancer-promoter loops in plants using Micro-C-XL," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    4. Ryuichiro Nakato & Toyonori Sakata & Jiankang Wang & Luis Augusto Eijy Nagai & Yuya Nagaoka & Gina Miku Oba & Masashige Bando & Katsuhiko Shirahige, 2023. "Context-dependent perturbations in chromatin folding and the transcriptome by cohesin and related factors," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    5. Julia Minderjahn & Alexander Fischer & Konstantin Maier & Karina Mendes & Margit Nuetzel & Johanna Raithel & Hanna Stanewsky & Ute Ackermann & Robert Månsson & Claudia Gebhard & Michael Rehli, 2022. "Postmitotic differentiation of human monocytes requires cohesin-structured chromatin," Nature Communications, Nature, vol. 13(1), pages 1-19, December.
    6. Mayank N. K. Choudhary & Kara Quaid & Xiaoyun Xing & Heather Schmidt & Ting Wang, 2023. "Widespread contribution of transposable elements to the rewiring of mammalian 3D genomes," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    7. Claire Marchal & Nivedita Singh & Zachary Batz & Jayshree Advani & Catherine Jaeger & Ximena Corso-Díaz & Anand Swaroop, 2022. "High-resolution genome topology of human retina uncovers super enhancer-promoter interactions at tissue-specific and multifactorial disease loci," Nature Communications, Nature, vol. 13(1), pages 1-16, December.
    8. Grigorios Georgolopoulos & Nikoletta Psatha & Mineo Iwata & Andrew Nishida & Tannishtha Som & Minas Yiangou & John A. Stamatoyannopoulos & Jeff Vierstra, 2021. "Discrete regulatory modules instruct hematopoietic lineage commitment and differentiation," Nature Communications, Nature, vol. 12(1), pages 1-15, December.
    9. Jacques Serizay & Cyril Matthey-Doret & Amaury Bignaud & Lyam Baudry & Romain Koszul, 2024. "Orchestrating chromosome conformation capture analysis with Bioconductor," Nature Communications, Nature, vol. 15(1), pages 1-9, December.
    10. Olivier Messina & Flavien Raynal & Julian Gurgo & Jean-Bernard Fiche & Vera Pancaldi & Marcelo Nollmann, 2023. "3D chromatin interactions involving Drosophila insulators are infrequent but preferential and arise before TADs and transcription," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    11. Nimrod Rappoport & Elad Chomsky & Takashi Nagano & Charlie Seibert & Yaniv Lubling & Yael Baran & Aviezer Lifshitz & Wing Leung & Zohar Mukamel & Ron Shamir & Peter Fraser & Amos Tanay, 2023. "Single cell Hi-C identifies plastic chromosome conformations underlying the gastrulation enhancer landscape," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    12. Khalid H. Bhat & Saurabh Priyadarshi & Sarah Naiyer & Xinyan Qu & Hammad Farooq & Eden Kleiman & Jeffery Xu & Xue Lei & Jose F. Cantillo & Robert Wuerffel & Nicole Baumgarth & Jie Liang & Ann J. Feene, 2023. "An Igh distal enhancer modulates antigen receptor diversity by determining locus conformation," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    13. Abhijit Chakraborty & Jeffrey G. Wang & Ferhat Ay, 2022. "dcHiC detects differential compartments across multiple Hi-C datasets," Nature Communications, Nature, vol. 13(1), pages 1-21, December.
    14. Jia-Yong Zhong & Longjian Niu & Zhuo-Bin Lin & Xin Bai & Ying Chen & Feng Luo & Chunhui Hou & Chuan-Le Xiao, 2023. "High-throughput Pore-C reveals the single-allele topology and cell type-specificity of 3D genome folding," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    15. Gabrielle A. Dotson & Can Chen & Stephen Lindsly & Anthony Cicalo & Sam Dilworth & Charles Ryan & Sivakumar Jeyarajan & Walter Meixner & Cooper Stansbury & Joshua Pickard & Nicholas Beckloff & Amit Su, 2022. "Deciphering multi-way interactions in the human genome," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    16. Dunming Hua & Ming Gu & Xiao Zhang & Yanyi Du & Hangcheng Xie & Li Qi & Xiangjun Du & Zhidong Bai & Xiaopeng Zhu & Dechao Tian, 2024. "DiffDomain enables identification of structurally reorganized topologically associating domains," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    17. Victoria L. Sork & Shawn J. Cokus & Sorel T. Fitz-Gibbon & Aleksey V. Zimin & Daniela Puiu & Jesse A. Garcia & Paul F. Gugger & Claudia L. Henriquez & Ying Zhen & Kirk E. Lohmueller & Matteo Pellegrin, 2022. "High-quality genome and methylomes illustrate features underlying evolutionary success of oaks," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    18. David E. Torres & H. Martin Kramer & Vittorio Tracanna & Gabriel L. Fiorin & David E. Cook & Michael F. Seidl & Bart P. H. J. Thomma, 2024. "Implications of the three-dimensional chromatin organization for genome evolution in a fungal plant pathogen," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    19. Kaela M. Varberg & Esteban M. Dominguez & Boryana Koseva & Joseph M. Varberg & Ross P. McNally & Ayelen Moreno-Irusta & Emily R. Wesley & Khursheed Iqbal & Warren A. Cheung & Carl Schwendinger-Schreck, 2023. "Extravillous trophoblast cell lineage development is associated with active remodeling of the chromatin landscape," Nature Communications, Nature, vol. 14(1), pages 1-23, December.
    20. Zhen-Hui Wang & Xin-Feng Wang & Tianyuan Lu & Ming-Rui Li & Peng Jiang & Jing Zhao & Si-Tong Liu & Xue-Qi Fu & Jonathan F. Wendel & Yves Peer & Bao Liu & Lin-Feng Li, 2022. "Reshuffling of the ancestral core-eudicot genome shaped chromatin topology and epigenetic modification in Panax," Nature Communications, Nature, vol. 13(1), pages 1-12, 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:13:y:2022:i:1:d:10.1038_s41467-022-31112-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.