IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v13y2022i1d10.1038_s41467-022-34413-3.html
   My bibliography  Save this article

Spatially resolved gene regulatory and disease-related vulnerability map of the adult Macaque cortex

Author

Listed:
  • Ying Lei

    (BGI-Hangzhou
    BGI-Shenzhen
    Shenzhen Bay Laboratory)

  • Mengnan Cheng

    (BGI-Hangzhou
    BGI-Shenzhen)

  • Zihao Li

    (BGI-Hangzhou
    University of Chinese Academy of Sciences)

  • Zhenkun Zhuang

    (BGI-Hangzhou
    South China University of Technology)

  • Liang Wu

    (BGI-Shenzhen)

  • Yunong sun

    (BGI-Hangzhou
    University of Chinese Academy of Sciences)

  • Lei Han

    (BGI-Hangzhou
    BGI-Shenzhen
    Shenzhen Bay Laboratory)

  • Zhihao Huang

    (BGI-Shenzhen)

  • Yuzhou Wang

    (BGI-Shenzhen)

  • Zifei Wang

    (BGI-Shenzhen)

  • Liqin Xu

    (BGI-Shenzhen)

  • Yue Yuan

    (BGI-Hangzhou)

  • Shang Liu

    (BGI-Shenzhen)

  • Taotao Pan

    (BGI-Shenzhen)

  • Jiarui Xie

    (BGI-Shenzhen)

  • Chuanyu Liu

    (BGI-Hangzhou)

  • Giacomo Volpe

    (IRCCS-Istituto Tumori “Giovanni Paolo II”. Viale O Flacco 65)

  • Carl Ward

    (Guangzhou Institutes of Biomedicine and Health, CAS)

  • Yiwei Lai

    (BGI-Hangzhou
    Guangzhou Institutes of Biomedicine and Health, CAS)

  • Jiangshan Xu

    (BGI-Hangzhou)

  • Mingyue Wang

    (BGI-Hangzhou)

  • Hao Yu

    (BGI-Shenzhen)

  • Haixi Sun

    (BGI-Shenzhen)

  • Qichao Yu

    (BGI-Shenzhen
    University of Chinese Academy of Sciences)

  • Liang Wu

    (BGI-Shenzhen)

  • Chunqing Wang

    (BGI-Shenzhen
    University of Chinese Academy of Sciences)

  • Chi Wai Wong

    (Huazhen Biosciences)

  • Wei Liu

    (Huazhen Biosciences)

  • Liangzhi Xu

    (Huazhen Biosciences)

  • Jingkuan Wei

    (Kunming University of Science and Technology)

  • Dandan Chen

    (BGI-GenoImmune, BGI-Shenzhen)

  • Zhouchun Shang

    (BGI-Shenzhen
    MGI, BGI-Shenzhen)

  • Guibo Li

    (BGI-Shenzhen)

  • Kun Ma

    (BGI-Shenzhen)

  • Le Cheng

    (BGI-Yunnan, BGI-Shenzhen)

  • Fei Ling

    (South China University of Technology)

  • Tao Tan

    (Kunming University of Science and Technology)

  • Kai Chen

    (Kunming University of Science and Technology)

  • Bosiljka Tasic

    (Allen Institute for Brain Science)

  • Michael Dean

    (Cancer and Inflammation Program, National Cancer Institute at Frederick, Building 560)

  • Weizhi Ji

    (Kunming University of Science and Technology)

  • Huanming Yang

    (BGI-Shenzhen
    James D. Watson Institute of Genome Sciences)

  • Ying Gu

    (BGI-Hangzhou
    BGI-Shenzhen
    University of Chinese Academy of Sciences)

  • Miguel A. Esteban

    (BGI-Hangzhou
    Guangzhou Institutes of Biomedicine and Health, CAS
    Chinese Academy of Sciences)

  • Yuxiang Li

    (BGI-Shenzhen)

  • Ao Chen

    (BGI-Shenzhen)

  • Yuyu Niu

    (Kunming University of Science and Technology
    Kunming University of Science and Technology)

  • Hongkui Zeng

    (Allen Institute for Brain Science)

  • Yong Hou

    (BGI-Shenzhen
    Shenzhen Bay Laboratory
    Shenzhen Key Laboratory of Single-Cell Omics, BGI-Shenzhen)

  • Longqi Liu

    (BGI-Hangzhou
    BGI-Shenzhen
    Shenzhen Bay Laboratory
    Shenzhen Key Laboratory of Single-Cell Omics, BGI-Shenzhen)

  • Shiping Liu

    (BGI-Hangzhou
    BGI-Shenzhen
    Shenzhen Bay Laboratory
    Shenzhen Key Laboratory of Single-Cell Omics, BGI-Shenzhen)

  • Xun Xu

    (BGI-Hangzhou
    BGI-Shenzhen
    Guangdong Provincial Key Laboratory of Genome Read and Write, BGI-Shenzhen)

Abstract

Single cell approaches have increased our knowledge about the cell type composition of the non-human primate (NHP), but a detailed characterization of area-specific regulatory features remains outstanding. We generated single-cell transcriptomic and chromatin accessibility (single-cell ATAC) data of 358,237 cells from prefrontal cortex (PFC), primary motor cortex (M1) and primary visual cortex (V1) of adult female cynomolgus monkey brain, and integrated this dataset with Stereo-seq (spatial enhanced resolution omics-sequencing) of the corresponding cortical areas to assign topographic information to molecular states. We identified area-specific chromatin accessible sites and their targeted genes, including the cell type-specific transcriptional regulatory network associated with excitatory neurons heterogeneity. We reveal calcium ion transport and axon guidance genes related to specialized functions of PFC and M1, identified the similarities and differences between adult macaque and human oligodendrocyte trajectories, and mapped the genetic variants and gene perturbations of human diseases to NHP cortical cells. This resource establishes a transcriptomic and chromatin accessibility combinatory regulatory landscape at a single-cell and spatially resolved resolution in NHP cortex.

Suggested Citation

  • Ying Lei & Mengnan Cheng & Zihao Li & Zhenkun Zhuang & Liang Wu & Yunong sun & Lei Han & Zhihao Huang & Yuzhou Wang & Zifei Wang & Liqin Xu & Yue Yuan & Shang Liu & Taotao Pan & Jiarui Xie & Chuanyu L, 2022. "Spatially resolved gene regulatory and disease-related vulnerability map of the adult Macaque cortex," Nature Communications, Nature, vol. 13(1), pages 1-20, December.
  • Handle: RePEc:nat:natcom:v:13:y:2022:i:1:d:10.1038_s41467-022-34413-3
    DOI: 10.1038/s41467-022-34413-3
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-022-34413-3
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-022-34413-3?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. Ryan S. Ziffra & Chang N. Kim & Jayden M. Ross & Amy Wilfert & Tychele N. Turner & Maximilian Haeussler & Alex M. Casella & Pawel F. Przytycki & Kathleen C. Keough & David Shin & Derek Bogdanoff & Ana, 2021. "Single-cell epigenomics reveals mechanisms of human cortical development," Nature, Nature, vol. 598(7879), pages 205-213, October.
    2. 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.
    3. Trygve E. Bakken & Nikolas L. Jorstad & Qiwen Hu & Blue B. Lake & Wei Tian & Brian E. Kalmbach & Megan Crow & Rebecca D. Hodge & Fenna M. Krienen & Staci A. Sorensen & Jeroen Eggermont & Zizhen Yao & , 2021. "Comparative cellular analysis of motor cortex in human, marmoset and mouse," Nature, Nature, vol. 598(7879), pages 111-119, October.
    4. Sarah Jäkel & Eneritz Agirre & Ana Mendanha Falcão & David Bruggen & Ka Wai Lee & Irene Knuesel & Dheeraj Malhotra & Charles ffrench-Constant & Anna Williams & Gonçalo Castelo-Branco, 2019. "Altered human oligodendrocyte heterogeneity in multiple sclerosis," Nature, Nature, vol. 566(7745), pages 543-547, February.
    5. Bosiljka Tasic & Zizhen Yao & Lucas T. Graybuck & Kimberly A. Smith & Thuc Nghi Nguyen & Darren Bertagnolli & Jeff Goldy & Emma Garren & Michael N. Economo & Sarada Viswanathan & Osnat Penn & Trygve B, 2018. "Shared and distinct transcriptomic cell types across neocortical areas," Nature, Nature, vol. 563(7729), pages 72-78, November.
    6. Hansruedi Mathys & Jose Davila-Velderrain & Zhuyu Peng & Fan Gao & Shahin Mohammadi & Jennie Z. Young & Madhvi Menon & Liang He & Fatema Abdurrob & Xueqiao Jiang & Anthony J. Martorell & Richard M. Ra, 2019. "Author Correction: Single-cell transcriptomic analysis of Alzheimer’s disease," Nature, Nature, vol. 571(7763), pages 1-1, July.
    7. Senlin Yin & Keying Lu & Tao Tan & Jie Tang & Jingkuan Wei & Xu Liu & Xinlei Hu & Haisu Wan & Wei Huang & Yong Fan & Dan Xie & Yang Yu, 2020. "Transcriptomic and open chromatin atlas of high-resolution anatomical regions in the rhesus macaque brain," Nature Communications, Nature, vol. 11(1), pages 1-13, December.
    8. Trygve E. Bakken & Jeremy A. Miller & Song-Lin Ding & Susan M. Sunkin & Kimberly A. Smith & Lydia Ng & Aaron Szafer & Rachel A. Dalley & Joshua J. Royall & Tracy Lemon & Sheila Shapouri & Kaylynn Aion, 2016. "A comprehensive transcriptional map of primate brain development," Nature, Nature, vol. 535(7612), pages 367-375, July.
    9. Hansruedi Mathys & Jose Davila-Velderrain & Zhuyu Peng & Fan Gao & Shahin Mohammadi & Jennie Z. Young & Madhvi Menon & Liang He & Fatema Abdurrob & Xueqiao Jiang & Anthony J. Martorell & Richard M. Ra, 2019. "Single-cell transcriptomic analysis of Alzheimer’s disease," Nature, Nature, vol. 570(7761), pages 332-337, June.
    10. Zizhen Yao & Hanqing Liu & Fangming Xie & Stephan Fischer & Ricky S. Adkins & Andrew I. Aldridge & Seth A. Ament & Anna Bartlett & M. Margarita Behrens & Koen Berge & Darren Bertagnolli & Hector Roux , 2021. "A transcriptomic and epigenomic cell atlas of the mouse primary motor cortex," Nature, Nature, vol. 598(7879), pages 103-110, October.
    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. 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.

    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. 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.
    2. Nelson Johansen & Hongru Hu & Gerald Quon, 2023. "Projecting RNA measurements onto single cell atlases to extract cell type-specific expression profiles using scProjection," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    3. Malosree Maitra & Haruka Mitsuhashi & Reza Rahimian & Anjali Chawla & Jennie Yang & Laura M. Fiori & Maria Antonietta Davoli & Kelly Perlman & Zahia Aouabed & Deborah C. Mash & Matthew Suderman & Nagu, 2023. "Cell type specific transcriptomic differences in depression show similar patterns between males and females but implicate distinct cell types and genes," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    4. 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.
    5. Daniel J. Lodge & Hannah B. Elam & Angela M. Boley & Jennifer J. Donegan, 2023. "Discrete hippocampal projections are differentially regulated by parvalbumin and somatostatin interneurons," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    6. Ian Covert & Rohan Gala & Tim Wang & Karel Svoboda & Uygar Sümbül & Su-In Lee, 2023. "Predictive and robust gene selection for spatial transcriptomics," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    7. Yuqiu Zhou & Wei He & Weizhen Hou & Ying Zhu, 2024. "Pianno: a probabilistic framework automating semantic annotation for spatial transcriptomics," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    8. 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.
    9. Özkan İş & Xue Wang & Joseph S. Reddy & Yuhao Min & Elanur Yilmaz & Prabesh Bhattarai & Tulsi Patel & Jeremiah Bergman & Zachary Quicksall & Michael G. Heckman & Frederick Q. Tutor-New & Birsen Can De, 2024. "Gliovascular transcriptional perturbations in Alzheimer’s disease reveal molecular mechanisms of blood brain barrier dysfunction," Nature Communications, Nature, vol. 15(1), pages 1-23, December.
    10. Samuel S. Kim & Buu Truong & Karthik Jagadeesh & Kushal K. Dey & Amber Z. Shen & Soumya Raychaudhuri & Manolis Kellis & Alkes L. Price, 2024. "Leveraging single-cell ATAC-seq and RNA-seq to identify disease-critical fetal and adult brain cell types," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    11. Hannah Drew Rickner & Lulu Jiang & Rui Hong & Nicholas K. O’Neill & Chromewell A. Mojica & Benjamin J. Snyder & Lushuang Zhang & Dipan Shaw & Maria Medalla & Benjamin Wolozin & Christine S. Cheng, 2022. "Single cell transcriptomic profiling of a neuron-astrocyte assembloid tauopathy model," Nature Communications, Nature, vol. 13(1), pages 1-22, December.
    12. Jingtao Wang & Gregory J. Fonseca & Jun Ding, 2024. "scSemiProfiler: Advancing large-scale single-cell studies through semi-profiling with deep generative models and active learning," Nature Communications, Nature, vol. 15(1), pages 1-27, December.
    13. Hyun-Sik Yang & Ling Teng & Daniel Kang & Vilas Menon & Tian Ge & Hilary K. Finucane & Aaron P. Schultz & Michael Properzi & Hans-Ulrich Klein & Lori B. Chibnik & Julie A. Schneider & David A. Bennett, 2023. "Cell-type-specific Alzheimer’s disease polygenic risk scores are associated with distinct disease processes in Alzheimer’s disease," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    14. Zoeb Jiwaji & Sachin S. Tiwari & Rolando X. Avilés-Reyes & Monique Hooley & David Hampton & Megan Torvell & Delinda A. Johnson & Jamie McQueen & Paul Baxter & Kayalvizhi Sabari-Sankar & Jing Qiu & Xin, 2022. "Reactive astrocytes acquire neuroprotective as well as deleterious signatures in response to Tau and Aß pathology," Nature Communications, Nature, vol. 13(1), pages 1-23, December.
    15. Zu-Qiang Liu & Hao Dai & Lu Yao & Wei-Feng Chen & Yun Wang & Li-Yun Ma & Xiao-Qing Li & Sheng-Li Lin & Meng-Jiang He & Ping-Ting Gao & Xin-Yang Liu & Jia-Xin Xu & Xiao-Yue Xu & Ke-Hao Wang & Li Wang &, 2023. "A single-cell transcriptional landscape of immune cells shows disease-specific changes of T cell and macrophage populations in human achalasia," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
    16. Chang Su & Zichun Xu & Xinning Shan & Biao Cai & Hongyu Zhao & Jingfei Zhang, 2023. "Cell-type-specific co-expression inference from single cell RNA-sequencing data," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
    17. Ziqi Zhang & Haoran Sun & Ragunathan Mariappan & Xi Chen & Xinyu Chen & Mika S. Jain & Mirjana Efremova & Sarah A. Teichmann & Vaibhav Rajan & Xiuwei Zhang, 2023. "scMoMaT jointly performs single cell mosaic integration and multi-modal bio-marker detection," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    18. Nicola A. Kearns & Artemis Iatrou & Daniel J. Flood & Sashini Tissera & Zachary M. Mullaney & Jishu Xu & Chris Gaiteri & David A. Bennett & Yanling Wang, 2023. "Dissecting the human leptomeninges at single-cell resolution," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    19. BaDoi N. Phan & Madelyn H. Ray & Xiangning Xue & Chen Fu & Robert J. Fenster & Stephen J. Kohut & Jack Bergman & Suzanne N. Haber & Kenneth M. McCullough & Madeline K. Fish & Jill R. Glausier & Qiao S, 2024. "Single nuclei transcriptomics in human and non-human primate striatum in opioid use disorder," Nature Communications, Nature, vol. 15(1), pages 1-19, December.
    20. Cankun Wang & Diana Acosta & Megan McNutt & Jiang Bian & Anjun Ma & Hongjun Fu & Qin Ma, 2024. "A single-cell and spatial RNA-seq database for Alzheimer’s disease (ssREAD)," Nature Communications, Nature, vol. 15(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_s41467-022-34413-3. 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.