IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v13y2022i1d10.1038_s41467-022-31770-x.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-022-31770-x
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-022-31770-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. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    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. Shixuan Liu & Camille Ezran & Michael F. Z. Wang & Zhengda Li & Kyle Awayan & Jonathan Z. Long & Iwijn De Vlaminck & Sheng Wang & Jacques Epelbaum & Christin S. Kuo & Jérémy Terrien & Mark A. Krasnow , 2024. "An organism-wide atlas of hormonal signaling based on the mouse lemur single-cell transcriptome," Nature Communications, Nature, vol. 15(1), pages 1-27, December.
    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.

    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. Tingting Bo & Jie Li & Ganlu Hu & Ge Zhang & Wei Wang & Qian Lv & Shaoling Zhao & Junjie Ma & Meng Qin & Xiaohui Yao & Meiyun Wang & Guang-Zhong Wang & Zheng Wang, 2023. "Brain-wide and cell-specific transcriptomic insights into MRI-derived cortical morphology in macaque monkeys," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    2. Jia-Ru Wei & Zhao-Zhe Hao & Chuan Xu & Mengyao Huang & Lei Tang & Nana Xu & Ruifeng Liu & Yuhui Shen & Sarah A. Teichmann & Zhichao Miao & Sheng Liu, 2022. "Identification of visual cortex cell types and species differences using single-cell RNA sequencing," Nature Communications, Nature, vol. 13(1), pages 1-21, December.
    3. 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.
    4. 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.
    5. Dongsheng Chen & Jian Sun & Jiacheng Zhu & Xiangning Ding & Tianming Lan & Xiran Wang & Weiying Wu & Zhihua Ou & Linnan Zhu & Peiwen Ding & Haoyu Wang & Lihua Luo & Rong Xiang & Xiaoling Wang & Jiayin, 2021. "Single cell atlas for 11 non-model mammals, reptiles and birds," Nature Communications, Nature, vol. 12(1), pages 1-17, December.
    6. 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.
    7. Yanchuan Li & Huamei Li & Cheng Peng & Ge Meng & Yijun Lu & Honglin Liu & Li Cui & Huan Zhou & Zhu Xu & Lingyun Sun & Lihong Liu & Qing Xiong & Beicheng Sun & Shiping Jiao, 2024. "Unraveling the spatial organization and development of human thymocytes through integration of spatial transcriptomics and single-cell multi-omics profiling," Nature Communications, Nature, vol. 15(1), pages 1-25, December.
    8. 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.
    9. 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.
    10. Jialiang S. Wang & Tushar Kamath & Courtney M. Mazur & Fatemeh Mirzamohammadi & Daniel Rotter & Hironori Hojo & Christian D. Castro & Nicha Tokavanich & Rushi Patel & Nicolas Govea & Tetsuya Enishi & , 2021. "Control of osteocyte dendrite formation by Sp7 and its target gene osteocrin," Nature Communications, Nature, vol. 12(1), pages 1-20, December.
    11. Jessica M. Vanslambrouck & Sean B. Wilson & Ker Sin Tan & Ella Groenewegen & Rajeev Rudraraju & Jessica Neil & Kynan T. Lawlor & Sophia Mah & Michelle Scurr & Sara E. Howden & Kanta Subbarao & Melissa, 2022. "Enhanced metanephric specification to functional proximal tubule enables toxicity screening and infectious disease modelling in kidney organoids," Nature Communications, Nature, vol. 13(1), pages 1-23, December.
    12. Yuzhou Chang & Jixin Liu & Yi Jiang & Anjun Ma & Yao Yu Yeo & Qi Guo & Megan McNutt & Jordan E. Krull & Scott J. Rodig & Dan H. Barouch & Garry P. Nolan & Dong Xu & Sizun Jiang & Zihai Li & Bingqiang , 2024. "Graph Fourier transform for spatial omics representation and analyses of complex organs," Nature Communications, Nature, vol. 15(1), pages 1-22, December.
    13. 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.
    14. David J. Dittmar & Franziska Pielmeier & Nicholas Strieder & Alexander Fischer & Michael Herbst & Hanna Stanewsky & Niklas Wenzl & Eveline Röseler & Rüdiger Eder & Claudia Gebhard & Lucia Schwarzfisch, 2024. "Donor regulatory T cells rapidly adapt to recipient tissues to control murine acute graft-versus-host disease," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    15. 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.
    16. Yash Patel & Jean Shin & Eeva Sliz & Ariana Tang & Aniket Mishra & Rui Xia & Edith Hofer & Hema Sekhar Reddy Rajula & Ruiqi Wang & Frauke Beyer & Katrin Horn & Max Riedl & Jing Yu & Henry Völzke & Rob, 2024. "Genetic risk factors underlying white matter hyperintensities and cortical atrophy," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    17. Seong Eun Lee & Seongyeol Park & Shinae Yi & Na Rae Choi & Mi Ae Lim & Jae Won Chang & Ho-Ryun Won & Je Ryong Kim & Hye Mi Ko & Eun-Jae Chung & Young Joo Park & Sun Wook Cho & Hyeong Won Yu & June You, 2024. "Unraveling the role of the mitochondrial one-carbon pathway in undifferentiated thyroid cancer by multi-omics analyses," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    18. David G. Priest & Takeshi Ebihara & Janyerkye Tulyeu & Jonas N. Søndergaard & Shuhei Sakakibara & Fuminori Sugihara & Shunichiro Nakao & Yuki Togami & Jumpei Yoshimura & Hiroshi Ito & Shinya Onishi & , 2024. "Atypical and non-classical CD45RBlo memory B cells are the majority of circulating SARS-CoV-2 specific B cells following mRNA vaccination or COVID-19," Nature Communications, Nature, vol. 15(1), pages 1-21, December.
    19. 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.
    20. 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.

    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_s41467-022-31770-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.