scholarly journals Single-cell RNA-seq reveals lineage-specific regulatory changes of fibroblasts and vascular endothelial cells in keloids

Author(s):  
Xuanyu Liu ◽  
Wen Chen ◽  
Qingyi Zeng ◽  
Baihui Ma ◽  
Zhujun Li ◽  
...  
2020 ◽  
Author(s):  
Xuanyu Liu ◽  
Wen Chen ◽  
Meng Yuan ◽  
Zhujun Li ◽  
Tian Meng ◽  
...  

AbstractKeloid is a benign dermal fibrotic disorder with some features similar to malignant tumors such as hyper-proliferation, apoptosis resistance and invasion. keloid remains a therapeutic challenge in terms of high recurrence rate and lack of satisfactory medical therapies, which is partially due to the incomplete understanding of keloid pathogenesis. A thorough understanding of the cellular and molecular mechanism of keloid pathogenesis would facilitate the development of novel medical therapies for this disease. Here, we performed single-cell RNA-seq of 28,064 cells from keloid skin tissue and adjacent relatively normal tissue. Unbiased clustering revealed substantial cellular heterogeneity of the keloid tissue, which included 21 cell clusters assigned to 11 cell lineages. Differential proportion analysis revealed significant expansion for fibroblasts and vascular endothelial cells in keloid compared with control, reflecting their strong association with keloid pathogenesis. We then identified five previously unrecognized subpopulations of keloid fibroblasts and four subpopulations of vascular endothelial cells. Comparative analyses were performed to identify the dysregulated pathways, regulators and ligand-receptor interactions for keloid fibroblasts and vascular endothelial cells, the two important cell lineages in keloid pathogenesis and for medical interventions. Our results highlight the roles of transforming growth factor beta and Eph-ephrin signaling pathways in both the aberrant fibrogenesis and angiogenesis of keloid. Critical regulators and signaling receptors implicated in the fibrogenesis of other fibrotic disorders, such as TWIST1, FOXO3, SMAD3 and EPHB2, ranked at the top in the regulatory network of keloid fibroblasts. In addition, tumor-related pathways such as negative regulation of PTEN transcription were found to be activated in keloid fibroblasts and vascular endothelial cells, which may be responsible for the malignant features of keloid. Our study put novel insights into the pathogenesis of keloid, and provided potential targets for medical therapies. Our dataset also constitutes a valuable resource for further investigations of the mechanism of keloid pathogenesis.


Blood ◽  
2016 ◽  
Vol 128 (22) ◽  
pp. 3869-3869
Author(s):  
Mathew Angelos ◽  
Juan Abrahante ◽  
Dan Kaufman

Abstract Hemogenic endothelium is a rare and highly specialized subset of vascular endothelial cell that functions as a precursor cell population to definitive blood development. One of the mechanistic hallmarks of definitive hematopoiesis is the endothelial-to-hematopoietic transition (EHT), a process where hemogenic endothelial cells phenotypically switches to produce a detached and free-moving hematopoietic cell. While EHT has been visualized both in vitro and in vivo via lineage tracing studies, the regulation of this fate change at both a cellular and molecular level remains unclear. Human pluripotent stem cells, such as human embryonic stem cells (hESCs) and induced pluripotent stem cells (hiPSCs) can serve as a useful platform to characterize human hemogenic endothelium and to understand basic mechanisms underlying human EHT. We hypothesized that human hemogenic endothelium derived from hESCs is phenotypically and transcriptionally distinct from other vascular endothelial cells and hematopoietic progenitor cells. To identify human hemogenic endothelium, we used combined expression of endothelial cell surface antigens and RUNX1c expression via a fluorescent reporter previously validated in our lab. Specifically, we employed defined culture methods to differentiate hemogenic endothelial cells (HE) and vascular endothelial cells without hematopoietic potential (non-HE) from hESC harboring a RUNX1c-tdTomato reporter (hESC-RUNX1c-tdTomato). At Day 11 of differentiation, CD31+CD144+ endothelial cells were present, with approximately 40% of these cells tdTomato+. We next sorted HE (CD31+CD144+CD41-CD43-CD45-CD73-tdTomato+) and non-HE (CD31+CD144+CD41-CD43-CD45-CD73-tdTomato-) and cultured both populations in endothelial growth media (EGM) or hematopoietic growth media. HE retained characteristic cobblestone morphology and CD31 expression over the course of 5 days in EGM similar to control human umbilical vein endothelial cells. HE, but not non-HE, was able to generate non-adherent, tdTomato+ hematopoietic progenitor cells in hematopoietic growth media. Using these defined cell populations, we next performed single-cell RNASeq on HE, non-HE, and early hematopoietic progenitor cells (HP; CD34+CD43+tdTomato+). We captured a total of 55 HE, 47 non-HE, and 35 HP using the Fluidgm C1 single cell system and performed next generation sequencing of validated libraries. We analyzed single cell gene expression using Seurat, an R-based bioinformatics software package developed for the analysis of single cell NGS experiments. Populations were first validated based on expression of known genetic identifiers for vascular endothelium, hemogenic endothelium, and hematopoietic progenitor cells. HE and HP were both highly enriched for CDH5, ERG, ESAM, and FLI as compared to non-HE; these genes have been previously implicated in HE functionality. All single cell transcriptional profiles were similarly enriched for KDR, PECAM1, and LMO2, which are characteristic genes expressed in vascular endothelium. We next performed t-distributed stochastic neighbor embedding (t-SNE) using statistically significant principal components to distinguish groups of cells with similar transcriptional expression. Interestingly, we found overlap between individual HE and HP cells (Cluster 1); however, these cells were distinct from two, separate clusters of non-HE (Cluster 2 & 3; Figure 1). Further analysis of these clusters revealed novel biomarkers for HE/HP, such as TIMP3 (DGE: 2.06, Power: 0.91), ERG (DGE: 2.08, Power: 0.83), NOTCH4 (DGE: 2.35, Power: 0.78), and HEY1 (DGE: 2.47, Power: 0.74), Non-HE were found to cluster into two, distinct groups (Clusters 2 and 3), with Cluster 3 enriched for extracellular matrix genes (COL1A1 (DGE: 6.58, Power: 1.00), DCN (DGE: 6.09, Power: 1.00), VCAN (DGE: 3.55, Power: 1.00), FN1 (DGE: 2.19, Power: 0.96)). This profile suggests that some hESC-derived non-HE further differentiate into mesenchymal cells, in a process known as the endothelial-to mesenchymal transition (EndMT). Taken together, we demonstrate that hESC-derived HE and HP share a common developmental pathway, while non-HE is heterogeneous, but transcriptionally distinct. Our novel findings will be instrumental for testing new genetic targets to optimize the production of definitive hematopoietic cells. Figure 1 t-SNE analysis of individual HE, non-HE, and HP cells. Figure 1. t-SNE analysis of individual HE, non-HE, and HP cells. Disclosures Kaufman: Fate Therapeutics: Consultancy.


Cell Cycle ◽  
2017 ◽  
Vol 16 (22) ◽  
pp. 2230-2238 ◽  
Author(s):  
Yuan Yue ◽  
Hao Jiang ◽  
Shouqing Yan ◽  
Yao Fu ◽  
Chang Liu ◽  
...  

Author(s):  
C Ganier ◽  
X Du-Harpur ◽  
N Harun ◽  
B Wan ◽  
C Arthurs ◽  
...  

ABSTRACTCoronavirus disease 2019 (COVID-19) is caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and is associated with a wide range of systemic manifestations. Several observations support a role for vascular endothelial dysfunction in the pathogenesis including an increased incidence of thrombotic events and coagulopathy and the presence of vascular risk factors as an independent predictor of poor prognosis. It has recently been reported that endothelitis is associated with viral inclusion bodies suggesting a direct role for SARS-CoV-2 in the pathogenesis. The ACE2 receptor has been shown to mediate SARS-CoV-2 uptake and it has been proposed that CD147 (BSG) can function as an alternative cell surface receptor. To define the endothelial cell populations that are susceptible to infection with SARS-CoV-2, we investigated the expression of ACE2 as well as other genes implicated in the cellular entry of SARS-Cov-2 in the vascular endothelium through the analysis of single cell sequencing data derived from multiple human tissues (skin, liver, kidney, lung and intestine). We found that CD147 (BSG) but not ACE2 is detectable in vascular endothelial cells within single cell sequencing datasets derived from multiple tissues in healthy individuals. This implies that either ACE2 is not expressed in healthy tissue but is instead induced in response to SARS-Cov2 or that SARS-Cov2 enters endothelial cells via an alternative receptor such as CD147.


2018 ◽  
Vol 102 ◽  
pp. 204
Author(s):  
Magdalena Riedl ◽  
Erin Jacobs ◽  
Alan Zhou ◽  
Daniel Schlam ◽  
Sergio Grinstein ◽  
...  

2019 ◽  
Author(s):  
Taylor S. Adams ◽  
Jonas C. Schupp ◽  
Sergio Poli ◽  
Ehab A. Ayaub ◽  
Nir Neumark ◽  
...  

AbstractWe provide a single cell atlas of Idiopathic Pulmonary Fibrosis (IPF), a fatal interstitial lung disease, focusing on resident lung cell populations. By profiling 312,928 cells from 32 IPF, 29 healthy control and 18 chronic obstructive pulmonary disease (COPD) lungs, we demonstrate that IPF is characterized by changes in discrete subpopulations of cells in the three major parenchymal compartments: the epithelium, endothelium and stroma. Among epithelial cells, we identify a novel population of IPF enriched aberrant basaloid cells that co-express basal epithelial markers, mesenchymal markers, senescence markers, developmental transcription factors and are located at the edge of myofibroblast foci in the IPF lung. Among vascular endothelial cells in the in IPF lung parenchyma we identify an expanded cell population transcriptomically identical to vascular endothelial cells normally restricted to the bronchial circulation. We confirm the presence of both populations by immunohistochemistry and independent datasets. Among stromal cells we identify fibroblasts and myofibroblasts in both control and IPF lungs and leverage manifold-based algorithms diffusion maps and diffusion pseudotime to infer the origins of the activated IPF myofibroblast. Our work provides a comprehensive catalogue of the aberrant cellular transcriptional programs in IPF, demonstrates a new framework for analyzing complex disease with scRNAseq, and provides the largest lung disease single-cell atlas to date.


2020 ◽  
Vol 6 (28) ◽  
pp. eaba1983 ◽  
Author(s):  
Taylor S. Adams ◽  
Jonas C. Schupp ◽  
Sergio Poli ◽  
Ehab A. Ayaub ◽  
Nir Neumark ◽  
...  

We provide a single-cell atlas of idiopathic pulmonary fibrosis (IPF), a fatal interstitial lung disease, by profiling 312,928 cells from 32 IPF, 28 smoker and nonsmoker controls, and 18 chronic obstructive pulmonary disease (COPD) lungs. Among epithelial cells enriched in IPF, we identify a previously unidentified population of aberrant basaloid cells that coexpress basal epithelial, mesenchymal, senescence, and developmental markers and are located at the edge of myofibroblast foci in the IPF lung. Among vascular endothelial cells, we identify an ectopically expanded cell population transcriptomically identical to bronchial restricted vascular endothelial cells in IPF. We confirm the presence of both populations by immunohistochemistry and independent datasets. Among stromal cells, we identify IPF myofibroblasts and invasive fibroblasts with partially overlapping cells in control and COPD lungs. Last, we confirm previous findings of profibrotic macrophage populations in the IPF lung. Our comprehensive catalog reveals the complexity and diversity of aberrant cellular populations in IPF.


Cells ◽  
2020 ◽  
Vol 9 (4) ◽  
pp. 876 ◽  
Author(s):  
Anton G. Kutikhin ◽  
Alexey E. Tupikin ◽  
Vera G. Matveeva ◽  
Daria K. Shishkova ◽  
Larisa V. Antonova ◽  
...  

Endothelial colony-forming cells (ECFC) are currently considered as a promising cell population for the pre-endothelialization or pre-vascularization of tissue-engineered constructs, including small-diameter biodegradable vascular grafts. However, the extent of heterogeneity between ECFC and mature vascular endothelial cells (EC) is unclear. Here, we performed a transcriptome-wide study to compare gene expression profiles of ECFC, human coronary artery endothelial cells (HCAEC), and human umbilical vein endothelial cells (HUVEC). Characterization of the abovementioned cell populations was carried out by immunophenotyping, tube formation assay, and evaluation of proliferation capability while global gene expression profiling was conducted by means of RNA-seq. ECFC were similar to HUVEC in terms of immunophenotype (CD31+vWF+KDR+CD146+CD34-CD133-CD45-CD90-) and tube formation activity yet had expectedly higher proliferative potential. HCAEC and HUVEC were generally similar to ECFC with regards to their global gene expression profile; nevertheless, ECFC overexpressed specific markers of all endothelial lineages (NRP2, NOTCH4, LYVE1), in particular lymphatic EC (LYVE1), and had upregulated extracellular matrix and basement membrane genes (COL1A1, COL1A2, COL4A1, COL4A2). Proteomic profiling for endothelial lineage markers and angiogenic molecules generally confirmed RNA-seq results, indicating ECFC as an intermediate population between HCAEC and HUVEC. Therefore, gene expression profile and behavior of ECFC suggest their potential to be applied for a pre-endothelialization of bioartificial vascular grafts, whereas in terms of endothelial hierarchy they differ from HCAEC and HUVEC, having a transitional phenotype.


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