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A reference single-cell regulomic and transcriptomic map of cynomolgus monkeys

Author

Listed:
  • Jiao Qu

    (Nanjing University)

  • Fa Yang

    (Nanjing University)

  • Tao Zhu

    (Nanjing University)

  • Yingshuo Wang

    (Zhejiang University School of Medicine, National Clinical Research Center for Child Health)

  • Wen Fang

    (Nanjing University)

  • Yan Ding

    (Nanjing University)

  • Xue Zhao

    (Nanjing University)

  • Xianjia Qi

    (Shanghai XuRan Biotechnology Co., Ltd.)

  • Qiangmin Xie

    (Zhejiang University School of Medicine, National Clinical Research Center for Child Health)

  • Ming Chen

    (Zhejiang University)

  • Qiang Xu

    (Nanjing University)

  • Yicheng Xie

    (Zhejiang University School of Medicine, National Clinical Research Center for Child Health)

  • Yang Sun

    (Nanjing University
    Nanjing University)

  • Dijun Chen

    (Nanjing University)

Abstract

Non-human primates are attractive laboratory animal models that accurately reflect both developmental and pathological features of humans. Here we present a compendium of cell types across multiple organs in cynomolgus monkeys (Macaca fascicularis) using both single-cell chromatin accessibility and RNA sequencing data. The integrated cell map enables in-depth dissection and comparison of molecular dynamics, cell-type compositions and cellular heterogeneity across multiple tissues and organs. Using single-cell transcriptomic data, we infer pseudotime cell trajectories and cell-cell communications to uncover key molecular signatures underlying their cellular processes. Furthermore, we identify various cell-specific cis-regulatory elements and construct organ-specific gene regulatory networks at the single-cell level. Finally, we perform comparative analyses of single-cell landscapes among mouse, monkey and human. We show that cynomolgus monkey has strikingly higher degree of similarities in terms of immune-associated gene expression patterns and cellular communications to human than mouse. Taken together, our study provides a valuable resource for non-human primate cell biology.

Suggested Citation

  • 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.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-31770-x
    DOI: 10.1038/s41467-022-31770-x
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    1. 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.
    2. Weiqi Zhang & Shu Zhang & Pengze Yan & Jie Ren & Moshi Song & Jingyi Li & Jinghui Lei & Huize Pan & Si Wang & Xibo Ma & Shuai Ma & Hongyu Li & Fei Sun & Haifeng Wan & Wei Li & Piu Chan & Qi Zhou & Gua, 2020. "A single-cell transcriptomic landscape of primate arterial aging," Nature Communications, Nature, vol. 11(1), pages 1-13, December.
    3. Nanda Kishore Routhu & Narayanaiah Cheedarla & Venkata Satish Bollimpelli & Sailaja Gangadhara & Venkata Viswanadh Edara & Lilin Lai & Anusmita Sahoo & Ayalnesh Shiferaw & Tiffany M. Styles & Katharin, 2021. "SARS-CoV-2 RBD trimer protein adjuvanted with Alum-3M-052 protects from SARS-CoV-2 infection and immune pathology in the lung," Nature Communications, Nature, vol. 12(1), pages 1-15, December.
    4. Lei Han & Xiaoyu Wei & Chuanyu Liu & Giacomo Volpe & Zhenkun Zhuang & Xuanxuan Zou & Zhifeng Wang & Taotao Pan & Yue Yuan & Xiao Zhang & Peng Fan & Pengcheng Guo & Yiwei Lai & Ying Lei & Xingyuan Liu , 2022. "Cell transcriptomic atlas of the non-human primate Macaca fascicularis," Nature, Nature, vol. 604(7907), pages 723-731, April.
    5. Rebecca D. Hodge & Trygve E. Bakken & Jeremy A. Miller & Kimberly A. Smith & Eliza R. Barkan & Lucas T. Graybuck & Jennie L. Close & Brian Long & Nelson Johansen & Osnat Penn & Zizhen Yao & Jeroen Egg, 2019. "Conserved cell types with divergent features in human versus mouse cortex," Nature, Nature, vol. 573(7772), pages 61-68, September.
    6. 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.
    7. Lei Chen & Shirley Luo & Abigail Dupre & Roshan P. Vasoya & Aditya Parthasarathy & Rohit Aita & Raj Malhotra & Joseph Hur & Natalie H. Toke & Eric Chiles & Min Yang & Weihuan Cao & Juan Flores & Chris, 2021. "The nuclear receptor HNF4 drives a brush border gene program conserved across murine intestine, kidney, and embryonic yolk sac," Nature Communications, Nature, vol. 12(1), pages 1-15, December.
    8. Romain Marlin & Veronique Godot & Sylvain Cardinaud & Mathilde Galhaut & Severin Coleon & Sandra Zurawski & Nathalie Dereuddre-Bosquet & Mariangela Cavarelli & Anne-Sophie Gallouët & Pauline Maisonnas, 2021. "Targeting SARS-CoV-2 receptor-binding domain to cells expressing CD40 improves protection to infection in convalescent macaques," Nature Communications, Nature, vol. 12(1), pages 1-9, December.
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    2. Yuan Liao & Lifeng Ma & Qile Guo & Weigao E & Xing Fang & Lei Yang & Fanwei Ruan & Jingjing Wang & Peijing Zhang & Zhongyi Sun & Haide Chen & Zhongliang Lin & Xueyi Wang & Xinru Wang & Huiyu Sun & Xiu, 2022. "Cell landscape of larval and adult Xenopus laevis at single-cell resolution," Nature Communications, Nature, vol. 13(1), pages 1-15, December.

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