Spatial transcriptomics of healthy and fibrotic human liver at single-cell resolution

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Updated February 24, 2025

Single-cell RNA sequencing (scRNA-seq) has advanced our understanding of cell types and their heterogeneity within the human liver, but the spatial organization at single-cell resolution has not yet been described. Here we apply multiplexed error robust fluorescent in situ hybridization (MERFISH) to map the zonal distribution of hepatocytes, spatially resolve subsets of macrophage and mesenchymal populations, and investigate the relationship between hepatocyte ploidy and gene expression within the healthy human liver. Integrating spatial information from MERFISH with the more complete transcriptome produced by single-nucleus RNA sequencing (snRNA-seq), also reveals zonally enriched receptor-ligand interactions. Finally, MERFISH and snRNA-seq analysis of fibrotic liver samples identify two hepatocyte populations that expand with injury and do not have clear zonal distributions. Together these spatial maps of the healthy and fibrotic liver provide a deeper understanding of the cellular and spatial remodeling that drives disease which, in turn, could provide new avenues for intervention and further study.

Jeffrey R MoffittBoston Children’s Hospitaljeffrey.moffitt@childrens.harvard.edu
Alan C MullenUniversity of Massachusetts Chan Medical Schoolalan.mullen@umassmed.edu
Brianna R Watson (Co-Investigator)1
Biplab Paul (Co-Investigator)2
Raza U Rahman (Co-Investigator)2
Liat Amir-Zilberstein3
Åsa Segerstolpe3
Eliana T Epstein4
Shane Murphy3
Ludwig Geistlinger5
Tyrone Lee5
Angela Shih4
Jacques Deguine3
Ramnik J Xavier3
Jeffrey R Moffitt (Principal Investigator)1
Alan C Mullen (Principal Investigator)2
1Boston Children’s Hospital
2University of Massachusetts Chan Medical School
3Broad Institute of Harvard and MIT
4Massachusetts General Hospital
5Blavatnik Institute, Harvard Medical School
Arsenios Chatzigeorgiou

To reference this project, please use the following link:

https://explore.data.humancellatlas.org/projects/64809a52-f703-4aec-b3a5-eca808a971d0

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://datadryad.org/stash/dataset/doi:10.5061/dryad.37pvmcvsg2.https://moffittlab.github.io/visualization/2024_Human_Liver/index.html
INSDC Project Accessions:
GEO Series Accessions:
INSDC Study Accessions:

Atlas

LiverLiver v1.0

Analysis Portals

None

Project Label

FibroticLiverWatsonMERFISH

Species

Homo sapiens

Sample Type

specimens

Anatomical Entity

Liver

Organ Part

Unspecified

Selected Cell Types

Unspecified

Disease Status (Specimen)

3 disease statuses

Disease Status (Donor)

3 disease statuses

Development Stage

human adult stage

Library Construction Method

10x 3' v3

Nucleic Acid Source

single nucleus

Paired End

false

Analysis Protocol

integration_analysis, merfish_analysis, sn_analysis

File Format

7 file formats

Cell Count Estimate

310.0k

Donor Count

6
csv28 file(s)fastq.gz26 file(s)h5ad6 file(s)jpg1 file(s)mtx.gz6 file(s)tsv.gz12 file(s)xlsx2 file(s)
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