Gene expression profiles of CD8+ T cells cultured in extracellular matrices of different viscoelasticies
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE230628 | GEO | 2023/05/02
REPOSITORIES: GEO
Similar Datasets
Project description:The efficacy of adoptive T cell therapy is highly dependent on the generation of T cell populations that are able to both provide immediate effector function and long-term protective immunity. Inspired by the emerging consensus that T cell phenotype and function are inherently linked to their tissue localization, we present an approach to generate functionally distinct T cell populations via the physical properties of their surrounding matrix. A collagen type I based extracellular matrix (ECM) was engineered to allow for independent tuning of matrix stiffness and viscoelasticity, two features that characterize the mechanical properties of tissues. To assess whether phenotypic differences imparted by matrix viscoelasticity are due to the selection and persistence of specific T cell clones, we performed single cell RNA-sequencing with TCR sequencing
2023-05-02 | GSE230629 | GEO
Project description:Type 2 diabetes mellitus (T2DM) is a major risk factor for hepatocellular carcinoma (HCC). Changes in extracellular matrix (ECM) mechanics contribute to cancer development, and increased stiffness is known to promote HCC progression in cirrhotic conditions. T2DM is characterized by an accumulation of advanced glycation end products (AGEs) in the ECM; however, how this affects HCC in non-cirrhotic conditions is unclear. Here, we find that in patients and animal models AGEs promote changes in collagen architecture and enhance ECM viscoelasticity, with greater viscous dissipation and faster stress relaxation, but not changes in stiffness. High AGEs and viscoelasticity combined with oncogenic b-catenin signaling promote HCC induction, while inhibiting AGEs production, reconstituting the clearance receptor AGER1, or breaking AGE-mediated collagen crosslinks reduce viscoelasticity and HCC growth. Matrix analysis and computational modeling demonstrate that lower interconnectivity of AGEs-bundled collagen matrix, marked by shorter fiber length and greater heterogeneity, enhance viscoelasticity. Mechanistically, animal studies and 3D cell cultures show that enhanced viscoelasticity promotes HCC cell proliferation and invasion through an integrin β1–Tensin 1–YAP mechanotransduction pathway. These results reveal for the first time that AGEs-mediated structural changes enhance ECM viscoelasticity, and that viscoelasticity can drive cancer progression in vivo, independent of stiffness.
2023-10-14 | GSE245016 | GEO
Project description:Human induced pluripotent stem cells (hiPSCs) have emerged as a promising in vitro model system for studying neurodevelopment. However, current models remain limited in their ability to incorporate tunable biochemical and biomechanical signaling cues imparted by the neural extracellular matrix (ECM). The native brain ECM is viscoelastic and stress-relaxing, exhibiting a time-dependent response to an applied force. To recapitulate the remodelability of the neural ECM, we developed a family of protein-engineered hydrogels crosslinked with either static or dynamic covalent bonds that exhibit tunable stress relaxation rates. hiPSC-derived neural progenitor cells (NPCs) encapsulated within these gels underwent relaxation rate-dependent maturation. Specifically, NPCs within hydrogels with faster stress relaxation rates extended longer, more complex neuritic projections, exhibited decreased metabolic activity, and expressed higher levels of genes associated with neural maturation. By inhibiting actin polymerization, we observed decreased neuritic projections and a concomitant decrease in the expression of neural maturation genes. Taken together, these results suggest that microenvironmental viscoelasticity is sufficient to bias human NPC maturation.
2023-10-31 | GSE236334 | GEO
Project description:The principal opportunistic human fungal pathogen Candida albicans forms biofilms resistant to antifungal therapeutics. Biofilms are a class of soft matter with viscoelastic properties and response to flow, but little is known regarding the genes contributing to these rheological phenotypes in fungal biofilms. Here, we identify C. albicans genes with deletion phenotypes of altered biofilm viscoelasticity. We analyzed mutants deleted for genes contributing to cell wall structure or extracellular matrix (ECM) production, and we identified increased elastic moduli, indicative of higher viscoelasticity, in strains singly deleted for PMR1, KRE5, and ALG11. PMR1 encodes a secretory pathway calcium pump. KRE5 encodes a UDP-glucose:glycoprotein glucosyltransferase, and ALG11 encodes alpha-1,2-mannosyltransferase. These mutants form less biofilm ECM by weight relative to wild type when cultured on agar. For these strains, biofilm morphology is smooth, with reduced hyphal formation. The mutants exhibit decreased resistance to the antifungal agent fluconazole relative to wild type biofilm cultures. To identify intracellular changes underlying these altered rheological properties, we globally profiled transcript levels in the respective mutants. Genes encoding membrane proteins were enriched in the set of transcripts differentially abundant in the alg11 deletion mutant. RNA levels are altered for genes associated with translation in the pmr1 deletion mutant and protein catabolism in the kre5 deletion strain. Genes involved in lipid metabolism and filamentous development are differentially expressed in cells from alg11, kre5, and pmr1 deletion mutant biofilms. Collectively, the data indicate C. albicans biofilm rheology as a phenotype affected by ECM production and cell morphology, while identifying genes for the investigation of mechanisms underlying properties of fungal biofilm viscoelasticity.
2024-10-21 | GSE276413 | GEO
Project description:It is well established that the expression profiles of multiple and possibly redundant matrix remodeling proteases (e.g. collagenases) strongly differ in health, disease and development. Although enzymatic redundancy might be inferred from their close similarity in structure, their in-vivo activity can lead to extremely diverse tissue-remodeling outcomes. We observed that proteolysis of collagen-rich natural extracellular matrix (ECM), generated uniquely by individual homologous proteases, leads to specific combinatorial events, which eventually affects overall ECM topography, visco-elastic properties and composition. We reveal striking differences in the movement and signaling patterns, morphology, and gene expression profiles of cells interacting with natural collagen-rich ECM degraded by different collagenases. Thus, unlike envisioned before matrix-remodeling systems are not redundant and give rise to precise ECM-cell crosstalk. As ECM proteolysis is an abundant biochemical process critical to tissue homoeostasis, these results improve our fundamental understanding of combinatorial factors dictating cell behavior.
2016-11-08 | GSE79749 | GEO
Project description:Tissue extracellular matrix provides structural support and creates unique niches for resident cells . However, the identities of cells responsible for creating specific ECM niches have not been determined. In striated muscle, the identity of these cells becomes important in disease when ECM changes result in fibrosis and subsequent increased tissue stiffness and dysfunction. Here we describe a novel approach to isolate and identify cells that maintain ECM niches in both healthy and fibrotic muscle. Using a collagen I reporter mouse, we show that there are three distinct cell populations that express collagen I in both healthy and fibrotic skeletal muscle. Interestingly, the number of collagen I expressing cells in all three cell populations increase proportionally in fibrotic muscle indicating that all cell types participate in the fibrosis process. Furthermore, it is shown that the ECM gene expression profile is not qualitatively altered in fibrotic muscle. This suggests that muscle fibrosis in this model results from an increased number of collagen I expressing cells and not the initiation of a specific fibrotic gene expression program. Finally, in fibrotic muscle, we show that these collagen I expressing cell populations differentially express distinct ECM proteins – fibroblasts express the fibrillar components of ECM, fibro/adipogenic progenitors cells differentially express basal laminar proteins and skeletal muscle progenitor cells differentially express genes important for the satellite cell niche.
2016-12-04 | GSE89633 | GEO
Project description:The fibroblast-populated 3D collagen matrix has been used to study the effect of mechanical stress on cell fate; this process is relevant to the fields of wound healing and tissue engineering. Gene array data was generated from mechanically stressed vs. stress-released matrices. The parameters of the collagen matrix model were: collagen type = bovine type I; collagen concentration = 1.5 mg/mL; initial matrix volume = 0.2 mL; initial matrix diameter = 11 mm (cultured in 24-well plates); cell type = human foreskin fibroblast, passage <10; initial matrix cell concentration = 1,000,000 cell/mL (200,000 cell/matrix); culture medium = 5% FBS in DMEM with 1 µg/mL ascorbate. Matrices (n = 6 per experimental group) were incubated for 24 hr in the attached state; the released groups then underwent matrix detachment from the culture plate (defined as t = 0), while the attached groups were left undisturbed. RNA was isolated from attached and released matrices 6 and 24 hr after t = 0. Gene expression in the attached vs. released condition at 6 or 24 hr then was analyzed by hybridizing the anti-sense RNA derived from attached and released matrices at a given time point onto a single chip.
2012-07-20 | GSE39475 | GEO
Project description:The fibroblast-populated 3D collagen matrix has been used to study the effect of mechanical stress on cell fate; this process is relevant to the fields of wound healing and tissue engineering. Gene array data was generated from mechanically stressed vs. stress-released matrices. The parameters of the collagen matrix model were: collagen type = bovine type I; collagen concentration = 1.5 mg/mL; initial matrix volume = 0.2 mL; initial matrix diameter = 11 mm (cultured in 24-well plates); cell type = human foreskin fibroblast, passage <10; initial matrix cell concentration = 1,000,000 cell/mL (200,000 cell/matrix); culture medium = 5% FBS in DMEM with 1 M-BM-5g/mL ascorbate. Matrices (n = 6 per experimental group) were incubated for 24 hr in the attached state; the released groups then underwent matrix detachment from the culture plate (defined as t = 0), while the attached groups were left undisturbed. RNA was isolated from attached and released matrices 6 and 24 hr after t = 0. Gene expression in the attached vs. released condition at 6 or 24 hr then was analyzed by hybridizing the anti-sense RNA derived from attached and released matrices at a given time point onto a single chip. Refer to the attached Figure 1 for the experimental design. The index experiment was defined as the comparison of gene expression in attached vs. released collagen matrices in a single strain of human foreskin fibroblasts at 6 and 24 hr after stress-release (i.e., after t = 0). Each experiment utilized two mechanical conditions (attached and released) at two time points (6 and 24 hr). So with each condition utilizing 6 matrices, each index experiment required a total of 24 matrices. In each index experiment, the chip hybridizations were: (i) 6 hr attached vs. 6 hr released, and (ii) 24 hr attached vs. 24 hr released (i.e., two gene chips per index experiment). Each hybridization was done using a 10K spotted gene chip manufactured in the UNMC Microarray Core Facility. The index experiment was performed on three fibroblast strains, meaning that expressional data was derived from three foreskin donors (nonpooled samples). Dye-swap was not performed; dye assigned to attached vs. released remained constant among all chips. Since the index experiment was performed three times, the total number of gene chips used for this entire dataset was six.
2012-07-19 | E-GEOD-39475 | biostudies-arrayexpress
Project description:Transcriptional activity was identified in all categories of genes expressed by ADSC, including collagens, ECM and basement membrane constituents, adhesion molecules involved in cell-cell and cell-matrix interactions, and proteases involved in degradation of the ECM and their inhibitors. Importantly, it was observed that ADSC synthesize and secrete all three collagen VI chains, suggesting suitability of ADSC for collagen VI congenital muscular dytrophy treatment. We developed a procedure for isolation of human stem cells from adipose layer of neonatal foreskin skin. The adipose-derived stem cells (ADSC) were examined for expression of extracellular matrix (ECM) and related genes using gene expression array analysis.
2013-09-21 | E-GEOD-51030 | biostudies-arrayexpress
Project description:Myelofibrosis (MF) is a progressive, bone marrow (BM) malignancy associated with monocytosis, and is believed to promote the pathological remodelling of the extracellular matrix. Here, we show that the mechanical properties of MF, namely the liquid-to-solid properties (viscoelasticity) of BM, contribute to aberrant differentiation of monocytes. Human monocytes cultured in stiff, elastic hydrogels show pro-inflammatory polarization and differentiation towards dendritic cells, as opposed to those cultured in a viscoelastic matrix.
2022-07-11 | GSE206771 | GEO