HCA Data Explorer

Phenotype molding of stromal cells in the lung tumor microenvironment

Updated September 6, 2023

Cancer cells are embedded in the tumor microenvironment (TME), a complex ecosystem of stromal cells. Here, we present a 52,698-cell catalog of the TME transcriptome in human lung tumors at single-cell resolution, validated in independent samples where 40,250 additional cells were sequenced. By comparing with matching non-malignant lung samples, we reveal a highly complex TME that profoundly molds stromal cells. We identify 52 stromal cell subtypes, including novel subpopulations in cell types hitherto considered to be homogeneous, as well as transcription factors underlying their heterogeneity. For instance, we discover fibroblasts expressing different collagen sets, endothelial cells downregulating immune cell homing and genes coregulated with established immune checkpoint transcripts and correlating with T-cell activity. By assessing marker genes for these cell subtypes in bulk RNA-sequencing data from 1,572 patients, we illustrate how these correlate with survival, while immunohistochemistry for selected markers validates them as separate cellular entities in an independent series of lung tumors. Hence, in providing a comprehensive catalog of stromal cells types and by characterizing their phenotype and co-optive behavior, this resource provides deeper insights into lung cancer biology that will be helpful in advancing lung cancer diagnosis and therapy.

Diether LambrechtsVIB Center for Cancer Biologydiether.lambrechts@kuleuven.vib.be
Bernard ThienpontVIB Center for Cancer Biologybernard.thienpont@kuleuven.be
Diether Lambrechts1
Els Wauters2
Bram Boeckx1
Sara Aibar3
David Nittner4
Oliver Burton5
Ayse Bassez1
Herbert Decaluwé2
Andreas Pircher1
Kathleen Van den Eynde3
Birgit Weynand3
Erik Verbeken3
Paul De Leyn3
Adrian Liston5
Johan Vansteenkiste2
Peter Carmeliet1
Stein Aerts3
Bernard Thienpont1
1VIB Center for Cancer Biology
2University Hospitals KU Leuven
3KU Leuven
4VIB
5VIB-KU Leuven Center for Brain & Disease Research
Ida Zucchi

To reference this project, please use the following link:

https://explore.data.humancellatlas.org/projects/453d7ee2-319f-496c-9862-99d397870b63

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://scope.aertslab.org/#/Bernard_Thienpont/*/welcome
Array Express Accessions:
E-MTAB-6149, E-MTAB-6653
INSDC Project Accessions:INSDC Study Accessions:

Downloaded and exported data is governed by the HCA Data Release Policy and licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0). For more information please see our Data Use Agreement.

Analysis Portals

None

Project Label

SingleCellSequencingOfLungCarcinoma

Species

Homo sapiens

Sample Type

specimens

Anatomical Entity

lung

Organ Part

2 organ parts

Selected Cell Types

Unspecified

Disease Status (Specimen)

6 disease statuses

Disease Status (Donor)

5 disease statuses

Development Stage

human adult stage

Library Construction Method

2 library construction methods

Nucleic Acid Source

single cell

Paired End

false

Analysis Protocol

matrix_generation

File Format

4 file formats

Cell Count Estimate

92.9k

Donor Count

8
fastq.gz69 file(s)loom.gz8 file(s)Rds.gz7 file(s)xlsx1 file(s)