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A single-cell transcriptional landscape of immune cells shows disease-specific changes of T cell and macrophage populations in human achalasia

Author

Listed:
  • Zu-Qiang Liu

    (Fudan University
    Shanghai Collaborative Innovation Center of Endoscopy)

  • Hao Dai

    (Chinese Academy of Sciences)

  • Lu Yao

    (Fudan University
    Shanghai Collaborative Innovation Center of Endoscopy)

  • Wei-Feng Chen

    (Fudan University
    Shanghai Collaborative Innovation Center of Endoscopy)

  • Yun Wang

    (Fudan University
    Shanghai Collaborative Innovation Center of Endoscopy)

  • Li-Yun Ma

    (Fudan University
    Shanghai Collaborative Innovation Center of Endoscopy)

  • Xiao-Qing Li

    (Fudan University
    Shanghai Collaborative Innovation Center of Endoscopy)

  • Sheng-Li Lin

    (Fudan University
    Shanghai Collaborative Innovation Center of Endoscopy)

  • Meng-Jiang He

    (Fudan University
    Shanghai Collaborative Innovation Center of Endoscopy)

  • Ping-Ting Gao

    (Fudan University
    Shanghai Collaborative Innovation Center of Endoscopy)

  • Xin-Yang Liu

    (Fudan University
    Shanghai Collaborative Innovation Center of Endoscopy)

  • Jia-Xin Xu

    (Fudan University
    Shanghai Collaborative Innovation Center of Endoscopy)

  • Xiao-Yue Xu

    (Fudan University
    Shanghai Collaborative Innovation Center of Endoscopy)

  • Ke-Hao Wang

    (Fudan University
    Shanghai Collaborative Innovation Center of Endoscopy)

  • Li Wang

    (Fudan University
    Shanghai Collaborative Innovation Center of Endoscopy)

  • Luonan Chen

    (Chinese Academy of Sciences
    Chinese Academy of Sciences
    ShanghaiTech University)

  • Ping-Hong Zhou

    (Fudan University
    Shanghai Collaborative Innovation Center of Endoscopy)

  • Quan-Lin Li

    (Fudan University
    Shanghai Collaborative Innovation Center of Endoscopy)

Abstract

Achalasia is a rare motility disorder of the esophagus caused by the gradual degeneration of myenteric neurons. Immune-mediated ganglionitis has been proposed to underlie the loss of myenteric neurons. Here, we measure the immune cell transcriptional profile of paired lower esophageal sphincter (LES) tissue and blood samples in achalasia and controls using single-cell RNA sequencing (scRNA-seq). In achalasia, we identify a pattern of expanded immune cells and a specific transcriptional phenotype, especially in LES tissue. We show C1QC+ macrophages and tissue-resident memory T cells (TRM), especially ZNF683+ CD8+ TRM and XCL1+ CD4+ TRM, are significantly expanded and localized surrounding the myenteric plexus in the LES tissue of achalasia. C1QC+ macrophages are transcriptionally similar to microglia of the central nervous system and have a neurodegenerative dysfunctional phenotype in achalasia. TRM also expresses transcripts of dysregulated immune responses in achalasia. Moreover, inflammation increases with disease progression since immune cells are more activated in type I compared with type II achalasia. Thus, we profile the immune cell transcriptional landscape and identify C1QC+ macrophages and TRM as disease-associated immune cell subsets in achalasia.

Suggested Citation

  • 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.
  • Handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-39750-5
    DOI: 10.1038/s41467-023-39750-5
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    as
    1. Martina Absinta & Dragan Maric & Marjan Gharagozloo & Thomas Garton & Matthew D. Smith & Jing Jin & Kathryn C. Fitzgerald & Anya Song & Poching Liu & Jing-Ping Lin & Tianxia Wu & Kory R. Johnson & Dor, 2021. "A lymphocyte–microglia–astrocyte axis in chronic active multiple sclerosis," Nature, Nature, vol. 597(7878), pages 709-714, September.
    2. Takahiro Masuda & Roman Sankowski & Ori Staszewski & Chotima Böttcher & Lukas Amann & Sagar & Christian Scheiwe & Stefan Nessler & Patrik Kunz & Geert Loo & Volker Arnd Coenen & Peter Christoph Reinac, 2019. "Spatial and temporal heterogeneity of mouse and human microglia at single-cell resolution," Nature, Nature, vol. 566(7744), pages 388-392, February.
    3. 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.
    4. Takahiro Masuda & Roman Sankowski & Ori Staszewski & Chotima Böttcher & Lukas Amann & Sagar & Christian Scheiwe & Stefan Nessler & Patrik Kunz & Geert Loo & Volker Arnd Coenen & Peter Christoph Reinac, 2019. "Author Correction: Spatial and temporal heterogeneity of mouse and human microglia at single-cell resolution," Nature, Nature, vol. 568(7751), pages 4-4, April.
    5. Shannon Tansley & Sonali Uttam & Alba Ureña Guzmán & Moein Yaqubi & Alain Pacis & Marc Parisien & Haley Deamond & Calvin Wong & Oded Rabau & Nicole Brown & Lisbet Haglund & Jean Ouellet & Carlo Santag, 2022. "Single-cell RNA sequencing reveals time- and sex-specific responses of mouse spinal cord microglia to peripheral nerve injury and links ApoE to chronic pain," Nature Communications, Nature, vol. 13(1), pages 1-16, December.
    6. Yingyao Zhou & Bin Zhou & Lars Pache & Max Chang & Alireza Hadj Khodabakhshi & Olga Tanaseichuk & Christopher Benner & Sumit K. Chanda, 2019. "Metascape provides a biologist-oriented resource for the analysis of systems-level datasets," Nature Communications, Nature, vol. 10(1), pages 1-10, December.
    7. 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.
    8. Suoqin Jin & Christian F. Guerrero-Juarez & Lihua Zhang & Ivan Chang & Raul Ramos & Chen-Hsiang Kuan & Peggy Myung & Maksim V. Plikus & Qing Nie, 2021. "Inference and analysis of cell-cell communication using CellChat," Nature Communications, Nature, vol. 12(1), pages 1-20, December.
    9. Marta Olah & Ellis Patrick & Alexandra-Chloe Villani & Jishu Xu & Charles C. White & Katie J. Ryan & Paul Piehowski & Alifiya Kapasi & Parham Nejad & Maria Cimpean & Sarah Connor & Christina J. Yung &, 2018. "A transcriptomic atlas of aged human microglia," Nature Communications, Nature, vol. 9(1), pages 1-8, December.
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