HCA Data Explorer

A molecular cell atlas of the human lung from single-cell RNA sequencing

Access Granted
Updated August 15, 2023

Although single-cell RNA sequencing studies have begun to provide compendia of cell expression profiles, it has been difficult to systematically identify and localize all molecular cell types in individual organs to create a full molecular cell atlas. Here, using droplet- and plate-based single-cell RNA sequencing of approximately 75,000 human cells across all lung tissue compartments and circulating blood, combined with a multi-pronged cell annotation approach, we create an extensive cell atlas of the human lung. We define the gene expression profiles and anatomical locations of 58 cell populations in the human lung, including 41 out of 45 previously known cell types and 14 previously unknown ones. This comprehensive molecular atlas identifies the biochemical functions of lung cells and the transcription factors and markers for making and monitoring them; defines the cell targets of circulating hormones and predicts local signalling interactions and immune cell homing; and identifies cell types that are directly affected by lung disease genes and respiratory viruses. By comparing human and mouse data, we identified 17 molecular cell types that have been gained or lost during lung evolution and others with substantially altered expression profiles, revealing extensive plasticity of cell types and cell-type-specific gene expression during organ evolution including expression switches between cell types. This atlas provides the molecular foundation for investigating how lung cell identities, functions and interactions are achieved in development and tissue engineering and altered in disease and evolution.

Stephen R QuakeChan Zuckerberg Biohubsteve@czbiohub.org
Mark A KrasnowStanford Universitykrasnow@stanford.edu
Kyle J Travaglini1
Ahmad N Nabhan1
Lolita Penland2
Rahul Sinha3
Astrid Gillich1
Rene V Sit2
Stephen Chang1
Stephanie D Conley3
Yasuo Mori3
Jun Seita3
Gerald J Berry1
Joseph B Shrager1
Ross J Metzger4
Christin S Kuo1
Norma Neff2
Irving L Weissman3
Stephen R Quake2
Mark A Krasnow1
1Stanford University
2Chan Zuckerberg Biohub
3Institute for Stem Cell Biology and Regenerative Medicine, Stanford University
4Vera Moulton Wall Center for Pulmonary Vascular Disease, Stanford University School of Medicine
Ida Zucchi

To reference this project, please use the following link:

https://explore.data.humancellatlas.org/projects/6936da41-3692-46bb-bca1-cd0f507991e9

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.https://hlca.ds.czbiohub.org/2.https://www.synapse.org/#!Synapse:syn21041850
EGA Accessions:INSDC Study Accessions:

Atlas

LungLung null

Analysis Portals

UCSC Cell BrowserUCSC Cell Browser
CZ CELLxGENECZ CELLxGENE

Project Label

LungCellAtlas2020

Species

2 species

Sample Type

specimens

Anatomical Entity

2 anatomical entities

Organ Part

3 organ parts

Selected Cell Types

9 cell types

Disease Status (Specimen)

normal

Disease Status (Donor)

4 disease statuses

Development Stage

2 development stages

Library Construction Method

2 library construction methods

Nucleic Acid Source

single cell

Paired End

false, true

Analysis Protocol

analysis_protocol_10X, analysis_protocol_cell_type_assignment, analysis_protocol_normalization, analysis_protocol_smart-seq2

File Format

8 file formats

Cell Count Estimate

75.0k

Donor Count

7
csv.gz3 file(s)fastq.gz1,984 file(s)h519 file(s)h5ad.gz2 file(s)mtx19 file(s)Robj.gz7 file(s)tsv38 file(s)xlsx1 file(s)