Single-cell connectomic analysis of adult mammalian lungs

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Updated September 27, 2024

Efforts to decipher chronic lung disease and to reconstitute functional lung tissue through regenerative medicine have been hampered by an incomplete understanding of cell-cell interactions governing tissue homeostasis. Because the structure of mammalian lungs is highly conserved at the histologic level, we hypothesized that there are evolutionarily conserved homeostatic mechanisms that keep the fine architecture of the lung in balance. We have leveraged single-cell RNA sequencing techniques to identify conserved patterns of cell-cell cross-talk in adult mammalian lungs, analyzing mouse, rat, pig, and human pulmonary tissues. Specific stereotyped functional roles for each cell type in the distal lung are observed, with alveolar type I cells having a major role in the regulation of tissue homeostasis. This paper provides a systems-level portrait of signaling between alveolar cell populations. These methods may be applicable to other organs, providing a roadmap for identifying key pathways governing pathophysiology and informing regenerative efforts.

Naftali KaminskiYale Universitynaftali.kaminski@yale.edu
Laura E NiklasonYale Universitylaura.niklason@yale.edu
Micha SB Raredon1
Taylor S Adams1
Yasir Suhail1
Jonas C Schupp1
Sergio Poli2
Nir Neumark1
Katherine L Leiby1
Allison M Greaney1
Yifan Yuan1
Corey Horien3
George Linderman3
Alexander J Engler1
Daniel J Boffa3
Yuval Kluger1
Ivan O Rosas2
Andre Levchenko1
Naftali Kaminski1
Laura E Niklason1
1Yale University
2Brigham and Women's Hospital, Harvard Medical School
3Yale School of Medicine
Ida Zucchi

To reference this project, please use the following link:

https://explore.data.humancellatlas.org/projects/3627473e-b6d6-45c9-87b5-b9f12ce57a10

Supplementary links are provided by contributors and represent items such as additional data which can’t be hosted here; code that was used to analyze this data; or tools and visualizations associated with this specific dataset.

1.http://lungconnectome.net/
GEO Series Accessions:
INSDC Project Accessions:
INSDC Study Accessions:

Atlas

LungLung v2.0

Analysis Portals

None

Project Label

MammalLungConnectomeRaredon

Species

Homo sapiens

Sample Type

specimens

Anatomical Entity

lung

Organ Part

Unspecified

Selected Cell Types

Unspecified

Disease Status (Specimen)

normal

Disease Status (Donor)

normal

Development Stage

human adult stage

Library Construction Method

10x 3' v2

Nucleic Acid Source

single cell

Paired End

false

Analysis Protocol

raw_matrix_generation

File Format

4 file formats

Cell Count Estimate

17.9k

Donor Count

14
fastq.gz6 file(s)mtx.gz14 file(s)tsv.gz28 file(s)xlsx1 file(s)
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