HCA Data Explorer

Single Cell, Single Nucleus and Spatial RNA Sequencing of the Human Liver Identifies Hepatic Stellate Cell and Cholangiocyte Heterogeneity

Access Granted
Updated October 11, 2023

The critical functions of the human liver are coordinated through the interactions of hepatic parenchymal and non-parenchymal cells. Recent advances in single cell transcriptional approaches have enabled an examination of the human liver with unprecedented resolution. However, dissociation related cell perturbation can limit the ability to fully capture the human liver's parenchymal cell fraction, which limits the ability to comprehensively profile this organ. Here, we report the transcriptional landscape of 73,295 cells from the human liver using matched single-cell RNA sequencing (scRNA-seq) and single-nucleus RNA sequencing (snRNA-seq). The addition of snRNA-seq enabled the characterization of interzonal hepatocytes at single-cell resolution, revealed the presence of rare subtypes of hepatic stellate cells previously only seen in disease, and detection of cholangiocyte progenitors that had only been observed during in vitro differentiation experiments. However, T and B lymphocytes and NK cells were only distinguishable using scRNA-seq, highlighting the importance of applying both technologies to obtain a complete map of tissue-resident cell-types. We validated the distinct spatial distribution of the hepatocyte, cholangiocyte and stellate cell populations by an independent spatial transcriptomics dataset and immunohistochemistry. Our study provides a systematic comparison of the transcriptomes captured by scRNA-seq and snRNA-seq and delivers a high-resolution map of the parenchymal cell populations in the healthy human liver.

Sonya MacParlandUniversity of Torontos.macparland@utoronto.ca
Ian McGilvrayUniversity Health NetworkIan.Mcgilvray@uhn.ca
Gary BaderUniversity of Torontogary.bader@utoronto.ca
Tallulah Andrews1
Jawairia Atif2
Jeff Liu2
Catia Perciani2
Xue-Zhong Ma1
Cornelia Thoeni3
Gökcen Eraslan4
Asa Segerstolpe4
Justin Manuel1
Sai Chung1
Erin Winter1
Iulia Cirlan1
Nicholas Khuu1
Sandra Fischer3
Sonya MacParland5
Ian McGilvray1
Gary Bader5
1University Health Network
2University of Toronto
3University of Toronto
4Broad Institute
5University of Toronto
None

To reference this project, please use the following link:

https://explore.data.humancellatlas.org/projects/8a666b76-daaf-4b1f-9414-e4807a1d1e8b

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://cellxgene.cziscience.com/collections/44531dd9-1388-4416-a117-af0a99de2294
GEO Series Accessions:INSDC Study Accessions:INSDC Project Accessions:

Atlas

None

Analysis Portals

CZ CELLxGENECZ CELLxGENE

Project Label

SingleCell,SingleNucleusandSpatialRNASequencingoft

Species

Homo sapiens

Sample Type

specimens

Anatomical Entity

liver

Organ Part

caudate lobe of liver

Selected Cell Types

Unspecified

Disease Status (Specimen)

Unspecified

Disease Status (Donor)

Unspecified

Development Stage

3 development stages

Library Construction Method

3 library construction methods

Nucleic Acid Source

2 nucleic acid sources

Paired End

false

File Format

fastq

Cell Count Estimate

Unspecified

Donor Count

5
fastq124 file(s)