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result(s) for
"Moor, Andreas E."
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A single cell atlas of the human liver tumor microenvironment
2020
Malignant cell growth is fueled by interactions between tumor cells and the stromal cells composing the tumor microenvironment. The human liver is a major site of tumors and metastases, but molecular identities and intercellular interactions of different cell types have not been resolved in these pathologies. Here, we apply single cell RNA‐sequencing and spatial analysis of malignant and adjacent non‐malignant liver tissues from five patients with cholangiocarcinoma or liver metastases. We find that stromal cells exhibit recurring, patient‐independent expression programs, and reconstruct a ligand–receptor map that highlights recurring tumor–stroma interactions. By combining transcriptomics of laser‐capture microdissected regions, we reconstruct a zonation atlas of hepatocytes in the non‐malignant sites and characterize the spatial distribution of each cell type across the tumor microenvironment. Our analysis provides a resource for understanding human liver malignancies and may expose potential points of interventions.
SYNOPSIS
Single cell transcriptomics and spatial methods are used to generate a cell atlas of the human liver tumor microenvironment, exposing recurring tumor‐stroma interactions and zonation patterns in the healthy and malignant tissue.
A single cell atlas of the malignant and adjacent non‐malignant human liver is presented.
Recurring stromal cell gene expression signatures are found in liver metastases and cholangiocarcinomas.
Tumor and stromal cells communicate through a conserved ligand‐receptor interaction network.
Spatial transcriptomics reveal zonated expression patterns in the malignant and non‐malignant liver.
Graphical Abstract
Single cell transcriptomics and spatial methods are used to generate a cell atlas of the human liver tumor microenvironment, exposing recurring tumor‐stroma interactions and zonation patterns in the healthy and malignant tissue.
Journal Article
Global mRNA polarization regulates translation efficiency in the intestinal epithelium
2017
Asymmetric messenger RNA (mRNA) localization facilitates efficient translation in cells such as neurons and fibroblasts. However, the extent and importance of mRNA polarization in epithelial tissues are unclear. Here, we used single-molecule transcript imaging and subcellular transcriptomics to uncover global apical-basal intracellular polarization of mRNA in the mouse intestinal epithelium. The localization of mRNAs did not generally overlap protein localization. Instead, ribosomes were more abundant on the apical sides, and apical transcripts were consequently more efficiently translated. Refeeding of fasted mice elicited a basal-to-apical shift in polarization of mRNAs encoding ribosomal proteins, which was associated with a specific boost in their translation. This led to increased protein production, required for efficient nutrient absorption. These findings reveal a posttranscriptional regulatory mechanism involving dynamic polarization of mRNA and polarized translation.
Journal Article
Lgr5+ telocytes are a signaling source at the intestinal villus tip
2020
The intestinal epithelium is a structured organ composed of crypts harboring Lgr5+ stem cells, and villi harboring differentiated cells. Spatial transcriptomics have demonstrated profound zonation of epithelial gene expression along the villus axis, but the mechanisms shaping this spatial variability are unknown. Here, we combine laser capture micro-dissection and single cell RNA sequencing to uncover spatially zonated populations of mesenchymal cells along the crypt-villus axis. These include villus tip telocytes (VTTs) that express
Lgr5
, a gene previously considered a specific crypt epithelial stem cell marker. VTTs are elongated cells that line the villus tip epithelium and signal through Bmp morphogens and the non-canonical
Wnt5a
ligand. Their ablation is associated with perturbed zonation of enterocyte genes induced at the villus tip. Our study provides a spatially-resolved cell atlas of the small intestinal stroma and exposes
Lgr5
+ villus tip telocytes as regulators of the epithelial spatial expression programs along the villus axis.
Epithelial gene expression has been shown to be zonated along the crypt-villus axis, but mechanisms shaping this spatial variability were unknown. Here, Bahar Halpern et al. uncover zonation of mesenchymal cells, including Lgr5+ telocytes, which regulate epithelial gene expression at the villus tip.
Journal Article
In vivo interaction screening reveals liver-derived constraints to metastasis
by
Adivarahan, Srivathsan
,
Mannhart, Ardian
,
Hussherr, Marie-Didiée
in
45/91
,
631/1647/2163
,
631/67/1059/602
2024
It is estimated that only 0.02% of disseminated tumour cells are able to seed overt metastases
1
. While this suggests the presence of environmental constraints to metastatic seeding, the landscape of host factors controlling this process remains largely unclear. Here, combining transposon technology
2
and fluorescence niche labelling
3
, we developed an in vivo CRISPR activation screen to systematically investigate the interactions between hepatocytes and metastatic cells. We identify plexin B2 as a critical host-derived regulator of liver colonization in colorectal and pancreatic cancer and melanoma syngeneic mouse models. We dissect a mechanism through which plexin B2 interacts with class IV semaphorins on tumour cells, leading to KLF4 upregulation and thereby promoting the acquisition of epithelial traits. Our results highlight the essential role of signals from the liver parenchyma for the seeding of disseminated tumour cells before the establishment of a growth-promoting niche. Our findings further suggest that epithelialization is required for the adaptation of CRC metastases to their new tissue environment. Blocking the plexin-B2–semaphorin axis abolishes metastatic colonization of the liver and therefore represents a therapeutic strategy for the prevention of hepatic metastases. Finally, our screening approach, which evaluates host-derived extrinsic signals rather than tumour-intrinsic factors for their ability to promote metastatic seeding, is broadly applicable and lays a framework for the screening of environmental constraints to metastasis in other organs and cancer types.
Interactions between plexin B2 on hepatocytes and sempahorins on disseminated tumour cells regulate metastatic seeding in the liver.
Journal Article
Spatial sorting enables comprehensive characterization of liver zonation
2019
The mammalian liver is composed of repeating hexagonal units termed lobules. Spatially resolved single-cell transcriptomics has revealed that about half of hepatocyte genes are differentially expressed across the lobule, yet technical limitations have impeded reconstructing similar global spatial maps of other hepatocyte features. Here, we show how zonated surface markers can be used to sort hepatocytes from defined lobule zones with high spatial resolution. We apply transcriptomics, microRNA (miRNA) array measurements and mass spectrometry proteomics to reconstruct spatial atlases of multiple zonated features. We demonstrate that protein zonation largely overlaps with messenger RNA zonation, with the periportal HNF4α as an exception. We identify zonation of miRNAs, such as miR-122, and inverse zonation of miRNAs and their hepatocyte target genes, highlighting potential regulation of gene expression levels through zonated mRNA degradation. Among the targets, we find the pericentral Wingless-related integration site (Wnt) receptors
Fzd7
and
Fzd8
and the periportal Wnt inhibitors
Tcf7l1
and
Ctnnbip1
. Our approach facilitates reconstructing spatial atlases of multiple cellular features in the liver and other structured tissues.
The liver is a heterogeneous organ organized in lobules that are radially polarized. The use of single-cell spatial transcriptomics has revealed that half of hepatic genes are differentially expressed across the lobule. Ben-Moshe et al. show how a multi-omics approach, which consists of transcriptomics, micro RNA profiling and proteomics, allows for characterization of liver heterogeneity with higher resolution.
Journal Article
Fragment-sequencing unveils local tissue microenvironments at single-cell resolution
2023
Cells collectively determine biological functions by communicating with each other—both through direct physical contact and secreted factors. Consequently, the local microenvironment of a cell influences its behavior, gene expression, and cellular crosstalk. Disruption of this microenvironment causes reciprocal changes in those features, which can lead to the development and progression of diseases. Hence, assessing the cellular transcriptome while simultaneously capturing the spatial relationships of cells within a tissue provides highly valuable insights into how cells communicate in health and disease. Yet, methods to probe the transcriptome often fail to preserve native spatial relationships, lack single-cell resolution, or are highly limited in throughput, i.e. lack the capacity to assess multiple environments simultaneously. Here, we introduce fragment-sequencing (fragment-seq), a method that enables the characterization of single-cell transcriptomes within multiple spatially distinct tissue microenvironments. We apply fragment-seq to a murine model of the metastatic liver to study liver zonation and the metastatic niche. This analysis reveals zonated genes and ligand-receptor interactions enriched in specific hepatic microenvironments. Finally, we apply fragment-seq to other tissues and species, demonstrating the adaptability of our method.
Experimentally preserving tissue microenvironments remains challenging for single-cell sequencing methods. Here, the authors introduce fragment-sequencing, a method that can preserve three-dimensional microenvironments in single-cell RNA-seq, thus allowing the reconstruction of spatial tissue niches.
Journal Article
Systematic discovery of subcellular RNA patterns in the gut epithelium
by
Lee, Minkyoung
,
Lee, Jihyun
,
Mhamedi, Farah
in
3' Untranslated Regions
,
adults
,
Animal Genetics and Genomics
2025
Background
Subcellular RNA localization is crucial for the spatio-temporal control of protein synthesis and underlies key processes during development, homeostasis, and disease. In epithelial cells, RNA can localize asymmetrically along the apico-basal axis. Yet, the localization of most transcripts as well as the diversity of patterns that they adopt remains unexplored.
Results
Here, we use APEX-seq for proximity labeling and MERFISH for spatial transcriptomics to map subcellular transcript localization in intestinal organoids and tissue from adult mice. Many transcripts present localization bias, often localizing in granular structures. We uncover intrinsic and environmental factors that influence the formation of these patterns. Additionally, we identify translation-dependent and -independent localization patterns and pinpoint the role of 3′ untranslated regions and RNA-binding proteins.
Conclusions
This subcellular RNA atlas presents a detailed resource for understanding intestinal physiology.
Journal Article
The vascular gene Apold1 is dispensable for normal development but controls angiogenesis under pathological conditions
by
Weber, Rebecca
,
Germain, Pierre-Luc
,
De Bock, Katrien
in
Angiogenesis
,
Animals
,
Apolipoproteins
2023
The molecular mechanisms of angiogenesis have been intensely studied, but many genes that control endothelial behavior and fate still need to be described. Here, we characterize the role of
Apold1
(Apolipoprotein L domain containing 1) in angiogenesis in vivo and in vitro. Single-cell analyses reveal that - across tissues - the expression of
Apold1
is restricted to the vasculature and that
Apold1
expression in endothelial cells (ECs) is highly sensitive to environmental factors. Using
Apold1
−/−
mice, we find that
Apold1
is dispensable for development and does not affect postnatal retinal angiogenesis nor alters the vascular network in adult brain and muscle. However, when exposed to ischemic conditions following photothrombotic stroke as well as femoral artery ligation,
Apold1
−/−
mice
display dramatic impairments in recovery and revascularization. We also find that human tumor endothelial cells express strikingly higher levels of
Apold1
and that
Apold1
deletion in mice stunts the growth of subcutaneous B16 melanoma tumors, which have smaller and poorly perfused vessels. Mechanistically,
Apold1
is activated in ECs upon growth factor stimulation as well as in hypoxia, and
Apold1
intrinsically controls EC proliferation but not migration. Our data demonstrate that
Apold1
is a key regulator of angiogenesis in pathological settings, whereas it does not affect developmental angiogenesis, thus making it a promising candidate for clinical investigation.
Journal Article
RoCK and ROI: single-cell transcriptomics with multiplexed enrichment of selected transcripts and region-specific sequencing
2025
Single-cell profiling technologies allow exploring molecular mechanisms that drive development, health, and disease. However, current methods still fall short of profiling single cell transcriptomes comprehensively, with one major challenge being high non-detection rates of specific transcripts and transcript regions. Such information is often crucial to understanding the biology of cells. Here, we introduce RoCK and ROI (Robust Capture of Key transcripts and Regions Of Interest), a scRNA-seq workflow encompassing two techniques. RoCKseq uses targeted capture to enrich for key transcripts, thereby supporting the detection and identification of cell types and complex phenotypes in scRNA-seq experiments. ROIseq directs a subset of reads to a specific region of interest via selective priming. Importantly, RoCK and ROI enables retrieval of specific sequence information without compromising overall single cell transcriptome information. We validate RoCK and ROI across diverse biological systems highlighting the versatility and showing the power of the method to retrieve critical transcriptomic features.
Current single-cell RNA sequencing methods struggle to comprehensively profile transcriptomes, with many lowly expressed transcripts remaining undetected. Here authors present a workflow for enhancing the detection of both transcripts and regions of interest in combination with a standard transcriptome profile.
Journal Article
Extracellular matrix remodelling in dental pulp tissue of carious human teeth through the prism of single-cell RNA sequencing
by
Stadlinger, Bernd
,
Pagella, Pierfrancesco
,
Vogel, Viola
in
Collagen (type I)
,
Comparative analysis
,
Dental pulp
2023
Carious lesions are bacteria-caused destructions of the mineralised dental tissues, marked by the simultaneous activation of immune responses and regenerative events within the soft dental pulp tissue. While major molecular players in tooth decay have been uncovered during the past years, a detailed map of the molecular and cellular landscape of the diseased pulp is still missing. In this study we used single-cell RNA sequencing analysis, supplemented with immunostaining, to generate a comprehensive single-cell atlas of the pulp of carious human teeth. Our data demonstrated modifications in the various cell clusters within the pulp of carious teeth, such as immune cells, mesenchymal stem cells (MSC) and fibroblasts, when compared to the pulp of healthy human teeth. Active immune response in the carious pulp tissue is accompanied by specific changes in the fibroblast and MSC clusters. These changes include the upregulation of genes encoding extracellular matrix (ECM) components, including COL1A1 and Fibronectin (FN1), and the enrichment of the fibroblast cluster with myofibroblasts. The incremental changes in the ECM composition of carious pulp tissues were further confirmed by immunostaining analyses. Assessment of the Fibronectin fibres under mechanical strain conditions showed a significant tension reduction in carious pulp tissues, compared to the healthy ones. The present data demonstrate molecular, cellular and biomechanical alterations in the pulp of human carious teeth, indicative of extensive ECM remodelling, reminiscent of fibrosis observed in other organs. This comprehensive atlas of carious human teeth can facilitate future studies of dental pathologies and enable comparative analyses across diseased organs.
Journal Article