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Meta-Analysis of COVID-19 BAL Single-Cell RNA Sequencing Reveals Alveolar Epithelial Transitions and Unique Alveolar Epithelial Cell Fates.

Publication ,  Journal Article
Karmaus, PWF; Tata, A; Meacham, JM; Day, F; Thrower, D; Tata, PR; Fessler, MB
Published in: Am J Respir Cell Mol Biol
December 2023

Single-cell RNA sequencing (scRNA-seq) of BAL cells has provided insights into coronavirus disease (COVID-19). However, reports have been limited by small patient cohorts. We performed a meta-analysis of BAL scRNA-seq data from healthy control subjects (n = 13) and patients with COVID-19 (n = 20), sourced from six independent studies (167,280 high-quality cells in total). Consistent with the source reports, increases in infiltrating leukocyte subtypes were noted, several with type I IFN signatures and unique gene expression signatures associated with transcellular chemokine signaling. Noting dramatic reductions of inferred NKX2-1 and NR4A1 activity in alveolar epithelial type II (AT-II) cells, we modeled pseudotemporal AT-II-to-AT-I progression. This revealed changes in inferred AT-II cell metabolic activity, increased transitional cells, and a previously undescribed AT-I state. This cell state was conspicuously marked by the induction of genes of the epidermal differentiation complex, including the cornified envelope protein SPRR3 (small proline-rich protein 3), upregulation of multiple KRT (keratin) genes, inferred mitochondrial dysfunction, and cell death signatures including apoptosis and ferroptosis. Immunohistochemistry of lungs from patients with COVID-19 confirmed upregulation and colocalization of KRT13 and SPRR3 in the distal airspaces. Forced overexpression of SPRR3 in human alveolar epithelial cells ex vivo did not activate caspase-3 or upregulate KRT13, suggesting that SPRR3 marks an AT-I cornification program in COVID-19 but is not sufficient for phenotypic changes.

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Published In

Am J Respir Cell Mol Biol

DOI

EISSN

1535-4989

Publication Date

December 2023

Volume

69

Issue

6

Start / End Page

623 / 637

Location

United States

Related Subject Headings

  • Sequence Analysis, RNA
  • Respiratory System
  • Lung
  • Humans
  • Epithelial Cells
  • COVID-19
  • Alveolar Epithelial Cells
  • 3201 Cardiovascular medicine and haematology
  • 3101 Biochemistry and cell biology
  • 1102 Cardiorespiratory Medicine and Haematology
 

Citation

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MLA
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Karmaus, P. W. F., Tata, A., Meacham, J. M., Day, F., Thrower, D., Tata, P. R., & Fessler, M. B. (2023). Meta-Analysis of COVID-19 BAL Single-Cell RNA Sequencing Reveals Alveolar Epithelial Transitions and Unique Alveolar Epithelial Cell Fates. Am J Respir Cell Mol Biol, 69(6), 623–637. https://doi.org/10.1165/rcmb.2023-0077OC
Karmaus, Peer W. F., Aleksandra Tata, Julie M. Meacham, Frank Day, David Thrower, Purushothama Rao Tata, and Michael B. Fessler. “Meta-Analysis of COVID-19 BAL Single-Cell RNA Sequencing Reveals Alveolar Epithelial Transitions and Unique Alveolar Epithelial Cell Fates.Am J Respir Cell Mol Biol 69, no. 6 (December 2023): 623–37. https://doi.org/10.1165/rcmb.2023-0077OC.
Karmaus PWF, Tata A, Meacham JM, Day F, Thrower D, Tata PR, et al. Meta-Analysis of COVID-19 BAL Single-Cell RNA Sequencing Reveals Alveolar Epithelial Transitions and Unique Alveolar Epithelial Cell Fates. Am J Respir Cell Mol Biol. 2023 Dec;69(6):623–37.
Karmaus, Peer W. F., et al. “Meta-Analysis of COVID-19 BAL Single-Cell RNA Sequencing Reveals Alveolar Epithelial Transitions and Unique Alveolar Epithelial Cell Fates.Am J Respir Cell Mol Biol, vol. 69, no. 6, Dec. 2023, pp. 623–37. Pubmed, doi:10.1165/rcmb.2023-0077OC.
Karmaus PWF, Tata A, Meacham JM, Day F, Thrower D, Tata PR, Fessler MB. Meta-Analysis of COVID-19 BAL Single-Cell RNA Sequencing Reveals Alveolar Epithelial Transitions and Unique Alveolar Epithelial Cell Fates. Am J Respir Cell Mol Biol. 2023 Dec;69(6):623–637.

Published In

Am J Respir Cell Mol Biol

DOI

EISSN

1535-4989

Publication Date

December 2023

Volume

69

Issue

6

Start / End Page

623 / 637

Location

United States

Related Subject Headings

  • Sequence Analysis, RNA
  • Respiratory System
  • Lung
  • Humans
  • Epithelial Cells
  • COVID-19
  • Alveolar Epithelial Cells
  • 3201 Cardiovascular medicine and haematology
  • 3101 Biochemistry and cell biology
  • 1102 Cardiorespiratory Medicine and Haematology