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Single cell transcriptional and chromatin accessibility profiling redefine cellular heterogeneity in the adult human kidney

Author

Listed:
  • Yoshiharu Muto

    (Washington University in St. Louis)

  • Parker C. Wilson

    (Washington University in St. Louis)

  • Nicolas Ledru

    (Washington University in St. Louis)

  • Haojia Wu

    (Washington University in St. Louis)

  • Henrik Dimke

    (Institute of Molecular Medicine, University of Southern Denmark
    Odense University Hospital)

  • Sushrut S. Waikar

    (Boston University School of Medicine and Boston Medical Center)

  • Benjamin D. Humphreys

    (Washington University in St. Louis
    Washington University in St. Louis)

Abstract

The integration of single cell transcriptome and chromatin accessibility datasets enables a deeper understanding of cell heterogeneity. We performed single nucleus ATAC (snATAC-seq) and RNA (snRNA-seq) sequencing to generate paired, cell-type-specific chromatin accessibility and transcriptional profiles of the adult human kidney. We demonstrate that snATAC-seq is comparable to snRNA-seq in the assignment of cell identity and can further refine our understanding of functional heterogeneity in the nephron. The majority of differentially accessible chromatin regions are localized to promoters and a significant proportion are closely associated with differentially expressed genes. Cell-type-specific enrichment of transcription factor binding motifs implicates the activation of NF-κB that promotes VCAM1 expression and drives transition between a subpopulation of proximal tubule epithelial cells. Our multi-omics approach improves the ability to detect unique cell states within the kidney and redefines cellular heterogeneity in the proximal tubule and thick ascending limb.

Suggested Citation

  • Yoshiharu Muto & Parker C. Wilson & Nicolas Ledru & Haojia Wu & Henrik Dimke & Sushrut S. Waikar & Benjamin D. Humphreys, 2021. "Single cell transcriptional and chromatin accessibility profiling redefine cellular heterogeneity in the adult human kidney," Nature Communications, Nature, vol. 12(1), pages 1-17, December.
  • Handle: RePEc:nat:natcom:v:12:y:2021:i:1:d:10.1038_s41467-021-22368-w
    DOI: 10.1038/s41467-021-22368-w
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    Cited by:

    1. Caitriona M. McEvoy & Julia M. Murphy & Lin Zhang & Sergi Clotet-Freixas & Jessica A. Mathews & James An & Mehran Karimzadeh & Delaram Pouyabahar & Shenghui Su & Olga Zaslaver & Hannes Röst & Rangi Ar, 2022. "Single-cell profiling of healthy human kidney reveals features of sex-based transcriptional programs and tissue-specific immunity," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
    2. Akihiko Fukagawa & Natsuko Hama & Yasushi Totoki & Hiromi Nakamura & Yasuhito Arai & Mihoko Saito-Adachi & Akiko Maeshima & Yoshiyuki Matsui & Shinichi Yachida & Tetsuo Ushiku & Tatsuhiro Shibata, 2023. "Genomic and epigenomic integrative subtypes of renal cell carcinoma in a Japanese cohort," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    3. Nicolas Ledru & Parker C. Wilson & Yoshiharu Muto & Yasuhiro Yoshimura & Haojia Wu & Dian Li & Amish Asthana & Stefan G. Tullius & Sushrut S. Waikar & Giuseppe Orlando & Benjamin D. Humphreys, 2024. "Predicting proximal tubule failed repair drivers through regularized regression analysis of single cell multiomic sequencing," Nature Communications, Nature, vol. 15(1), pages 1-19, December.

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