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An integrated cell atlas of the lung in health and disease.

Publication ,  Journal Article
Sikkema, L; Ramírez-Suástegui, C; Strobl, DC; Gillett, TE; Zappia, L; Madissoon, E; Markov, NS; Zaragosi, L-E; Ji, Y; Ansari, M; Arguel, M-J ...
Published in: Nat Med
June 2023

Single-cell technologies have transformed our understanding of human tissues. Yet, studies typically capture only a limited number of donors and disagree on cell type definitions. Integrating many single-cell datasets can address these limitations of individual studies and capture the variability present in the population. Here we present the integrated Human Lung Cell Atlas (HLCA), combining 49 datasets of the human respiratory system into a single atlas spanning over 2.4 million cells from 486 individuals. The HLCA presents a consensus cell type re-annotation with matching marker genes, including annotations of rare and previously undescribed cell types. Leveraging the number and diversity of individuals in the HLCA, we identify gene modules that are associated with demographic covariates such as age, sex and body mass index, as well as gene modules changing expression along the proximal-to-distal axis of the bronchial tree. Mapping new data to the HLCA enables rapid data annotation and interpretation. Using the HLCA as a reference for the study of disease, we identify shared cell states across multiple lung diseases, including SPP1+ profibrotic monocyte-derived macrophages in COVID-19, pulmonary fibrosis and lung carcinoma. Overall, the HLCA serves as an example for the development and use of large-scale, cross-dataset organ atlases within the Human Cell Atlas.

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Published In

Nat Med

DOI

EISSN

1546-170X

Publication Date

June 2023

Volume

29

Issue

6

Start / End Page

1563 / 1577

Location

United States

Related Subject Headings

  • Pulmonary Fibrosis
  • Macrophages
  • Lung Neoplasms
  • Lung
  • Immunology
  • Humans
  • COVID-19
  • 42 Health sciences
  • 32 Biomedical and clinical sciences
  • 11 Medical and Health Sciences
 

Citation

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Sikkema, L., Ramírez-Suástegui, C., Strobl, D. C., Gillett, T. E., Zappia, L., Madissoon, E., … Theis, F. J. (2023). An integrated cell atlas of the lung in health and disease. Nat Med, 29(6), 1563–1577. https://doi.org/10.1038/s41591-023-02327-2
Sikkema, Lisa, Ciro Ramírez-Suástegui, Daniel C. Strobl, Tessa E. Gillett, Luke Zappia, Elo Madissoon, Nikolay S. Markov, et al. “An integrated cell atlas of the lung in health and disease.Nat Med 29, no. 6 (June 2023): 1563–77. https://doi.org/10.1038/s41591-023-02327-2.
Sikkema L, Ramírez-Suástegui C, Strobl DC, Gillett TE, Zappia L, Madissoon E, et al. An integrated cell atlas of the lung in health and disease. Nat Med. 2023 Jun;29(6):1563–77.
Sikkema, Lisa, et al. “An integrated cell atlas of the lung in health and disease.Nat Med, vol. 29, no. 6, June 2023, pp. 1563–77. Pubmed, doi:10.1038/s41591-023-02327-2.
Sikkema L, Ramírez-Suástegui C, Strobl DC, Gillett TE, Zappia L, Madissoon E, Markov NS, Zaragosi L-E, Ji Y, Ansari M, Arguel M-J, Apperloo L, Banchero M, Bécavin C, Berg M, Chichelnitskiy E, Chung M-I, Collin A, Gay ACA, Gote-Schniering J, Hooshiar Kashani B, Inecik K, Jain M, Kapellos TS, Kole TM, Leroy S, Mayr CH, Oliver AJ, von Papen M, Peter L, Taylor CJ, Walzthoeni T, Xu C, Bui LT, De Donno C, Dony L, Faiz A, Guo M, Gutierrez AJ, Heumos L, Huang N, Ibarra IL, Jackson ND, Kadur Lakshminarasimha Murthy P, Lotfollahi M, Tabib T, Talavera-López C, Travaglini KJ, Wilbrey-Clark A, Worlock KB, Yoshida M, Lung Biological Network Consortium, van den Berge M, Bossé Y, Desai TJ, Eickelberg O, Kaminski N, Krasnow MA, Lafyatis R, Nikolic MZ, Powell JE, Rajagopal J, Rojas M, Rozenblatt-Rosen O, Seibold MA, Sheppard D, Shepherd DP, Sin DD, Timens W, Tsankov AM, Whitsett J, Xu Y, Banovich NE, Barbry P, Duong TE, Falk CS, Meyer KB, Kropski JA, Pe’er D, Schiller HB, Tata PR, Schultze JL, Teichmann SA, Misharin AV, Nawijn MC, Luecken MD, Theis FJ. An integrated cell atlas of the lung in health and disease. Nat Med. 2023 Jun;29(6):1563–1577.

Published In

Nat Med

DOI

EISSN

1546-170X

Publication Date

June 2023

Volume

29

Issue

6

Start / End Page

1563 / 1577

Location

United States

Related Subject Headings

  • Pulmonary Fibrosis
  • Macrophages
  • Lung Neoplasms
  • Lung
  • Immunology
  • Humans
  • COVID-19
  • 42 Health sciences
  • 32 Biomedical and clinical sciences
  • 11 Medical and Health Sciences