A single-cell multi-modal ATAC + gene expression sequencing in tendinopathy
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE213803 | GEO | 2023/05/31
REPOSITORIES: GEO
Similar Datasets
Project description:Chronic tendon injuries, also known as tendinopathy, are common among professional and recreational athletes. These injuries result in a significant amount of morbidity and health care expenditure and yet little is known about the molecular mechanism leading to tendinopathy. We have used histological evaluation and molecular profiling to determine the gene expression changes in 23 human patients undergoing surgical procedures for the treatment of chronic tendinopathy. Diseased tendons have altered extracellular matrix, fiber disorientation, increased cellular content and vasculature and the absence of inflammatory cells. Global gene expression profiling identified 1783 transcripts with significant different expression patterns in the diseased tendons. Global pathway analysis further suggests altered expression of extracellular matrix proteins and the lack of an appreciable inflammatory response. We have identified pathways and genes regulated in tendinopathy samples that will help contribute to the understanding of the disease towards the development of novel therapeutics. A prospective study was initiated to collect tissue from patients undergoing surgery as standard of care for tendinopathy. Biopsies (~3mm^3) of diseased tendons as well as a section of grossly normal appearing tendon were collected from 23 patients. Written informed consent was obtained from all patients prior to any study related procedure.
2011-06-07 | E-GEOD-26051 | biostudies-arrayexpress
Project description:Chronic tendon injuries, also known as tendinopathy, are common among professional and recreational athletes. These injuries result in a significant amount of morbidity and health care expenditure and yet little is known about the molecular mechanism leading to tendinopathy. We have used histological evaluation and molecular profiling to determine the gene expression changes in 23 human patients undergoing surgical procedures for the treatment of chronic tendinopathy. Diseased tendons have altered extracellular matrix, fiber disorientation, increased cellular content and vasculature and the absence of inflammatory cells. Global gene expression profiling identified 1783 transcripts with significant different expression patterns in the diseased tendons. Global pathway analysis further suggests altered expression of extracellular matrix proteins and the lack of an appreciable inflammatory response. We have identified pathways and genes regulated in tendinopathy samples that will help contribute to the understanding of the disease towards the development of novel therapeutics.
2011-06-07 | GSE26051 | GEO
Project description:Tendinopathy, the most common disorder affecting tendons, is characterized by chronic disorganization of the tendon matrix, which eventually leads to tendon tear and rupture. The goal of this study was to identify a rational molecular target whose blockade can serve as a potential therapeutic intervention for tendinopathy. We identified C1q/TNF-related protein-3 (CTRP3) as a markedly upregulated cytokine in human and rodent tendinopathy. Overexpression of CTRP3 enhanced the progression of tendinopathy by accumulating cartilaginous proteoglycans and degenerating collagenous fibers in the mouse tendon, whereas CTRP3 knockdown suppressed the tendinopathy pathogenesis. Functional blockade of CTRP3 using a neutralizing antibody ameliorated overuse-induced tendinopathy of the Achilles and rotator cuff tendons. Mechanistically, CTRP3 elicited a transcriptomic pattern that stimulates abnormal differentiation of tendon stem/progenitor cells (TSPCs) and ectopic chondrification in tendons, as an effect linked to activation of Akt signaling. Collectively, we reveal an essential role for CTRP3 in tendinopathy and propose a potential therapeutic strategy for the treatment of tendinopathy.
2021-10-02 | GSE181172 | GEO
Project description:Tendinopathy, the most common disorder affecting tendons, is characterized by chronic disorganization of the tendon matrix, which eventually leads to tendon tear and rupture. The goal of this study was to identify a rational molecular target whose blockade can serve as a potential therapeutic intervention for tendinopathy. We identified C1q/TNF-related protein-3 (CTRP3) as a markedly upregulated cytokine in human and rodent tendinopathy. Overexpression of CTRP3 enhanced the progression of tendinopathy by accumulating cartilaginous proteoglycans and degenerating collagenous fibers in the mouse tendon, whereas CTRP3 knockdown suppressed the tendinopathy pathogenesis. Functional blockade of CTRP3 using a neutralizing antibody ameliorated overuse-induced tendinopathy of the Achilles and rotator cuff tendons. Mechanistically, CTRP3 elicited a transcriptomic pattern that stimulates abnormal differentiation of tendon stem/progenitor cells (TSPCs) and ectopic chondrification in tendons, as an effect linked to activation of Akt signaling. Collectively, we reveal an essential role for CTRP3 in tendinopathy and propose a potential therapeutic strategy for the treatment of tendinopathy.
2021-10-02 | GSE180368 | GEO
Project description:Tendinopathy is a common disease in individuals whose tendons suffer from repetitive strains, such as athletes. The lack of knowledge regarding the pathological mechanisms causes inadequate prevention methods and low cure rate of this disease. Repetitive strain injury is thought to be the source of tendinopathy; therefore, we investigate the effect of mechanical loading on tendon and seek the ways to prevent and treat tendinopathy better. In our study, we found that the expression of a mechanosensitive miRNA, miR-337-3p, decreased in tendon-derived stem cells (TDSCs) under uniaxial cyclical mechanical loading with 10% elongation. In addition, miR-337-3p was negatively related to chondro-osteogenic differentiation of TDSCs, in which lower expression was found in human calcified tendons and rat tendinopathy samples.
2018-05-24 | GSE114828 | GEO
Project description:Plasma cells are key components of humoral immunity by secreting antibodies and providing protection against pathogens. These cells can be of IgM, IgA, or IgG subclass and migrate to class-specific niches. Localization and rareness of plasma cells make it challenge to define subclass-specific molecular hallmarks. Here, we describe how in-vitro differentiation of peripheral B-cells results in antibody-secreting plasma cells. Using a single-cell multi-modal sequencing approach (RAID) we find subclass-specific hallmark transcriptional profiles, surface protein expression and signaling pathway activation.
2023-01-02 | GSE189953 | GEO
Project description:Lysine lactylation (Kla) is a newly discovered posttranslational modification showing the addition of an L-lactate-derived lactyl group to the lysine residue. Histone lactylation has been found to regulate the downstream genes expression involved in the process of infection clearance, homeostasis retore, and tumorigenesis. Like other metabolite mediated PTMs, which the cellular levels of these metabolites affect the stoichiometry of the corresponding PTMs, the level of Kla also responds to the intracellular lactate concentration in a dose-dependent fashion associated with glycolysis metabolism. It has long been noted that manipulation of glycolysis metabolism could affect the tendon cell function, tendon homeostasis, and healing process of tendon.Nonetheless, the lactylation sites and regulations in tendinopathy remain unexplored.
2023-05-10 | PXD033146 | Pride
Project description:We report dynamics of X-chromosome upregulation (XCU) along X-chromosome inactivation (XCI) in mESCs as they differentiate into EpiSCs. F1 hybrid C57BL6/J × CAST/EiJ male and female mESCs were grown in serum/LIF conditions were differentiated using Fgf2 and Activin A for 1, 2, 4 and 7 days to induce random XCI in female cells. Multi-modal single-cell sequencing was performed using scATAC on nuclei and Smart-seq3 to assay chromatin accessibility and poly-A+ RNA expression, respectively. Allelic resolution is achieved using strain-specific SNPs in the data. We reveal dynamic balancing of X alleles as cells undergo XCI to compensate dosage imbalances between sexes as well as between X and autosomes. Furthermore, we reveal that female naïve mESCs with two active X chromosomes lack XCU on both alleles which has major implications for reprogramming studies. Finally, we estimate allelic transcriptional burst kinetics from the data and find that progressively increased burst frequencies underlies the XCU process.
2022-02-14 | E-MTAB-10714 | biostudies-arrayexpress
Project description:The expression of inhibitory immune checkpoint molecules such as PD-L1 is frequently observed in human cancers and can lead to the suppression of T-cell mediated immune responses. Here we apply ECCITE-seq, a technology which combines pooled CRISPR screens with single-cell mRNA and surface protein measurements, to explore the molecular networks that regulate PD-L1 expression. We also develop a computational framework, mixscape, that substantially improves the signal-to-noise ratio in single-cell perturbation screens by identifying and removing confounding sources of variation. Applying these tools, we identify and validate regulators of PD-L1, and leverage our multi-modal data to identify both transcriptional and post-transcriptional modes of regulation. In particular, we discover that the kelch-like protein KEAP1 and the transcriptional activator NRF2, mediate levels of PD-L1 upregulation after IFNγ stimulation. Our results identify a novel mechanism for the regulation of immune checkpoints and present a powerful analytical framework for the analysis of multi-modal single-cell perturbation screens.
2020-06-29 | GSE153056 | GEO
Project description:We partnered with Zymo Research, Inc. to detect genome-wide methylation changes associated with the initiation and progression of tendinopathy induced by TGF-β1 in a murine Achilles tendon model. All genes identified as significantly differentially methylated were present in only one experimental group showing that both the gene identified and its modified methylation status are dependent on the injury time-course and activity level. In summary, we identified five genes (Leprel2, Foxf1, Mmp25, Igfbp6 and Peg12) which demonstrate significant relevance to tendon biology with three exhibiting functions in collagen fibril organization. We postulate that a study of the molecular genomics of these genes in animal and human tendon could further delineate the pathogenesis of this multifactorial disease.
2016-08-17 | GSE80396 | GEO