Single cell RNA-seq analysis links respiratory dysfunction to an extracellular matrix-specific damage response
Ontology highlight
ABSTRACT:
INSTRUMENT(S): Q Exactive Plus
ORGANISM(S): Mus Musculus (mouse)
TISSUE(S): Cartilage, Bone Cell
SUBMITTER: 
Janica Wiederstein
LAB HEAD: Bent Brachvogel
PROVIDER: PXD027109 | Pride | 2022-02-17
REPOSITORIES: Pride
Publications
Mitochondrial respiratory chain function promotes extracellular matrix integrity in cartilage.
Bubb Kristina K Holzer Tatjana T Nolte Janica L JL Krüger Marcus M Wilson Richard R Schlötzer-Schrehardt Ursula U Brinckmann Jürgen J Altmüller Janine J Aszodi Attila A Fleischhauer Lutz L Clausen-Schaumann Hauke H Probst Kristina K Brachvogel Bent B
The Journal of biological chemistry 20210922 4
Energy metabolism and extracellular matrix (ECM) function together orchestrate and maintain tissue organization, but crosstalk between these processes is poorly understood. Here, we used single-cell RNA-Seq (scRNA-Seq) analysis to uncover the importance of the mitochondrial respiratory chain for ECM homeostasis in mature cartilage. This tissue produces large amounts of a specialized ECM to promote skeletal growth during development and maintain mobility throughout life. A combined approach of hi ...[more]
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Project description:Energy metabolism and extracellular matrix function are closely connected to orchestrate and maintain tissue organization, but the crosstalk is poorly understood. Here, we used scRNA-seq analysis to uncover the importance of respiration for extracellular matrix homeostasis in mature cartilage. A combined approach of high-resolution single cell RNA sequencing, mass spectrometry/matrisome analysis and atomic force microscopy was applied to mutant mice with cartilage-specific inactivation of respiratory chain function. Genetic inhibition of respiration in cartilage results in the expansion of a central area of 1-month-old mouse femur head cartilage showing disorganized chondrocytes and increased deposition of extracellular matrix material. scRNA-seq analysis identified a cluster-specific decrease in mitochondrial DNA-encoded respiratory chain genes and a unique regulation of extracellular matrix-related genes in nonarticular chondrocyte clusters. These changes were associated with alterations in extracellular matrix composition, a shift in the collagen/non-collagen protein content and an increase of collagen crosslinking and ECM stiffness. The results demonstrate, based on findings of the scRNA-seq analysis, that respiration is a key factor contributing to ECM integrity and mechanostability in cartilage and presumably also in many other tissues.
2021-09-01 | GSE173204 | GEO
Project description:Osteoarthritis (OA) is an aging-associated disease of diarthrodial joints that involves changes in the bone, cartilage and soft tissue. Chondrocytes are the only cell type in cartilage and play a pivotal role in tissue homeostasis and cartilage remodeling in OA. Age- or OA-dependent metabolic changes affecting extracelluar matrix composition as well as variations in the response to cytokines and growth factors have been investigated in human chondrocytes. However, the molecular mechanisms causing age-dependent variation of the chondrocyte phenotype are poorly characterized. The proinflammatory mediator nitric oxide (NO) is produced when chondrocytes are exposed to cytokines such as IL-1. NO affects the energy metabolism of cells through interfering with mitochondrial respiration and glycolysis and has been implicated in extracellular matrix synthesis and degradation and chondrocyte death. NO may contribute to the aging process by compromising the energy balance ! in chondrocytes through the generation of an oxidizing environment and this may in turn affect matrix gene expression. In human chondrocytes NO effects on the expression of extacelluar matrix genes or genes related to matrix structure have not been addressed comprehensively. In chondrocytes NO has profound effects on extracellular matrix: Interleukin-1 induced the production of nitric oxide in human articular chondrocytes in alginate culture and simultaneously inhibited the biosynthesis of proteoglycans. NG-monomethyl-L-arginine (L-NMMA) inhibited nitric oxide formation and the suppression of proteoglycan synthesis. The nitric oxide donor, S-nitrosyl-acetyl-D,L- penicillamine (SNAP) also inhibited proteoglycan biosynthesis suggesting that interleukin-1 suppresses matrix synthesis through mechanisms involving the production of NO. Slices of rabbit articular cartilage synthesized large quantities of nitric oxide (NO) following exposure to IL-1 and strongly suppressed the incorporation of 35SO4 into the glycosaminoglycans (GAGs) of cartilage proteoglycans. Simultaneous treatment of cartilage fragments with IL-1 and L-NMMA inhibited NO synthesis in response to IL-1 and restored proteoglycan synthesis. SNAP reversibly mimicked the effect! of IL-1 on proteoglycan synthesis. These data suggest that endogenously synthesized NO is the mediator which reduces cartilage proteoglycan synthesis in response to cytokines such as IL-1. Aggrecan and type II collagen synthesis are also affected by NO. Our hypothesis entails that in human chondrocytes endogenous NO modulates the expression of matrix genes as well as enzymes involved in extracellular matrix remodelling. Experimental approach: In this experiment cultured chondrocytes from 3 donors was left unstimulated (control) or stimulated with IL-1, L-NMMA or IL-1 + L-NMMA for a period of 8 days in order to achieve sufficiently high levels of intracellular NO and stable expression of a subset of genes. Total RNA was isolated using the Trizol procedure. Gene expression will be probed using the Glycov2 chip. In this study cultured chondrocytes from three donors will either be left unstimulated (control) or stimulated with IL-1, L-NMMA or IL-1 L-NMMA for a period of 8 days in order to achieve sufficiently high levels of intracellular NO and stable expression of a subset of genes. 12 Samples were hybridized and analyzed using the GLYCOv2 array, three from each class.
2011-02-17 | E-GEOD-27357 | biostudies-arrayexpress
Project description:MicroRNAs (miRNAs) regulate cartilage differentiation and contribute to the onset and progression of joint degeneration. These small RNA molecules may affect extracellular matrix organization (ECM) in cartilage, but for only a few miRNAs has this role been defined in vivo. Previously, we showed that cartilage-specific genetic ablation of the Mirc24 cluster in mice leads to impaired cartilage development due to increased RAF/MEK/ERK pathway activation. Here, we studied the expression of the cluster in cartilage by LacZ reporter gene assays and determined its role for extracellular matrix homeostasis by proteome and immunoblot analysis. The cluster is expressed in prehypertrophic/hypertrophic chondrocytes of the growth plate and we now show that the cluster is also highly expressed in articular cartilage. Cartilage-specific loss of the cluster leads to increased proteoglycan 4 and matrix matrix metallopeptidase 13 levels and decreased aggrecan and collagen X levels in epiphyseal cartilage. Interestingly, these changes are linked to a decrease in SRY-related HMG box-containing (SOX) transcription factors 6 and 9, which regulate ECM production in chondrocytes. Our data suggests that the Mirc24 cluster is important for ECM homoeostasis and the expression of transcriptional regulators of matrix production in cartilage.
2020-06-18 | PXD019374 | Pride
Project description:As a tissue-specific stem cell for chondrogenesis, synovium-derived stem cells (SDSCs) are a promising cell source for cartilage repair. However, a small biopsy can only provide a limited number of cells. Cell senescence from both in vitro expansion and donor age presents a big challenge for stem cell based cartilage regeneration. Here we found that expansion on decellularized extracellular matrix (dECM) full of three-dimensional nanostructured fibers provided SDSCs with unique surface profiles, low elasticity but large volume as well as fibroblast-like shape. dECM expanded SDSCs yielded large pellets with intensive staining of type II collagen and sulfated GAGs, which was supported by both biochemical data and real-time PCR results. Our results also hint at lower levels of inflammatory genes and how they might be responsible for enhanced chondrogenic differentiation in dECM expanded SDSCs. Despite an increase of type X collagen in chondrogenically induced cells, dECM expanded cells had significantly lower potential for endochondral bone formation. Both Wnt and MAPK signals were actively involved in both expansion and chondrogenic induction of dECM expanded cells. dECM expanded human SDSCs could be a potential cell source for autologous cartilage repair Adult human synovial fibroblasts (4 donors, two male and two female, average 43 years old, all had no known joint disease) were grown for one passage on plastic flasks (P cells) or plastic flasks pre-coated with decellularized extracellular matrix (E cells). Aliquots were centrifuged and pellets cultured for 35 days in serum-free chondrogenic medium (P pellet or E pellet). There are no replicates.
2015-06-04 | E-GEOD-69531 | biostudies-arrayexpress
Project description:Osteoarthritis (OA) is an aging-associated disease of diarthrodial joints that involves changes in the bone, cartilage and soft tissue. Chondrocytes are the only cell type in cartilage and play a pivotal role in tissue homeostasis and cartilage remodeling in OA. Age- or OA-dependent metabolic changes affecting extracelluar matrix composition as well as variations in the response to cytokines and growth factors have been investigated in human chondrocytes. However, the molecular mechanisms causing age-dependent variation of the chondrocyte phenotype are poorly characterized. The proinflammatory mediator nitric oxide (NO) is produced when chondrocytes are exposed to cytokines such as IL-1. NO affects the energy metabolism of cells through interfering with mitochondrial respiration and glycolysis and has been implicated in extracellular matrix synthesis and degradation and chondrocyte death. NO may contribute to the aging process by compromising the energy balance ! in chondrocytes through the generation of an oxidizing environment and this may in turn affect matrix gene expression. In human chondrocytes NO effects on the expression of extacelluar matrix genes or genes related to matrix structure have not been addressed comprehensively. In chondrocytes NO has profound effects on extracellular matrix: Interleukin-1 induced the production of nitric oxide in human articular chondrocytes in alginate culture and simultaneously inhibited the biosynthesis of proteoglycans. NG-monomethyl-L-arginine (L-NMMA) inhibited nitric oxide formation and the suppression of proteoglycan synthesis. The nitric oxide donor, S-nitrosyl-acetyl-D,L- penicillamine (SNAP) also inhibited proteoglycan biosynthesis suggesting that interleukin-1 suppresses matrix synthesis through mechanisms involving the production of NO. Slices of rabbit articular cartilage synthesized large quantities of nitric oxide (NO) following exposure to IL-1 and strongly suppressed the incorporation of 35SO4 into the glycosaminoglycans (GAGs) of cartilage proteoglycans. Simultaneous treatment of cartilage fragments with IL-1 and L-NMMA inhibited NO synthesis in response to IL-1 and restored proteoglycan synthesis. SNAP reversibly mimicked the effect! of IL-1 on proteoglycan synthesis. These data suggest that endogenously synthesized NO is the mediator which reduces cartilage proteoglycan synthesis in response to cytokines such as IL-1. Aggrecan and type II collagen synthesis are also affected by NO. Our hypothesis entails that in human chondrocytes endogenous NO modulates the expression of matrix genes as well as enzymes involved in extracellular matrix remodelling. Experimental approach: In this experiment cultured chondrocytes from 3 donors was left unstimulated (control) or stimulated with IL-1, L-NMMA or IL-1 + L-NMMA for a period of 8 days in order to achieve sufficiently high levels of intracellular NO and stable expression of a subset of genes. Total RNA was isolated using the Trizol procedure. Gene expression will be probed using the Glycov2 chip.
2011-02-17 | GSE27357 | GEO
Project description:Hui2014 - Age-related changes in articular
cartilage
This model is described in the article:
Oxidative changes and
signalling pathways are pivotal in initiating age-related
changes in articular cartilage
Wang Hui1, David A Young1, Andrew D
Rowan1, Xin Xu2, Tim E Cawston1, Carole J Proctor1,3
Annals of the Rheumatic Diseases
Abstract:
Objective: To use a computational approach to investigate
the cellular and extracellular matrix changes that occur with
age in the knee joints of mice. Methods: Knee joints from an
inbred C57/BL1/6 (ICRFa) mouse colony were harvested at
3–30?months of age. Sections were stained with H&E,
Safranin-O, Picro-sirius red and antibodies to matrix
metalloproteinase-13 (MMP-13), nitrotyrosine, LC-3B, Bcl-2, and
cleaved type II collagen used for immunohistochemistry. Based
on this and other data from the literature, a computer
simulation model was built using the Systems Biology Markup
Language using an iterative approach of data analysis and
modelling. Individual parameters were subsequently altered to
assess their effect on the model. Results: A progressive loss
of cartilage matrix occurred with age. Nitrotyrosine, MMP-13
and anaplastic lymphoma kinase (ALK1) staining in cartilage
increased with age with a concomitant decrease in LC-3B and
Bcl-2. Stochastic simulations from the computational model
showed a good agreement with these data, once transforming
growth factor-? signalling via ALK1/ALK5 receptors was
included. Oxidative stress and the interleukin 1 pathway were
identified as key factors in driving the cartilage breakdown
associated with ageing. Conclusions: A progressive loss of
cartilage matrix and cellularity occurs with age. This is
accompanied with increased levels of oxidative stress,
apoptosis and MMP-13 and a decrease in chondrocyte autophagy.
These changes explain the marked predisposition of joints to
develop osteoarthritis with age. Computational modelling
provides useful insights into the underlying mechanisms
involved in age-related changes in musculoskeletal tissues.
This model is hosted on
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2019-09-04 | BIOMD0000000560 | BioModels
Project description:Col1a1 is located on mouse distal chromosome 11 (Celera 94607393-94622990bp; 15kb) and encodes type I procollagen that associates stoichiometrically with col1a2 in forming secreted type I mature collagen that self-assembles into a supramolecular fibrillar structure consisting of a protein family. Type I collagens are predominantly enriched in bone, cartilage, skin, tendons, and eye (i.e. in major fibrous tissues) making up the main extracellular matrix (ECM) component for support and scaffolding purposes. Col1a1 is known to be expressed in the embryo (E9.5; Northern dot blot), perioptic mesenchyme (E11), cornea (E11), skeleton (E14.5), brain meninges (E14.5), and cartilage (E14.5) at relatively early stages. Most evidence of type I collagen function is coupled to the latter stages of skeletal development, thus bypassing the major events of axis formation, tissue differentiation, and mesenchlymal-epithial interactions, for example, that are more symbolic of morphogens and growth factors. Members of the integrin cell surface receptor family of molecules mediate cell adhesion to ECM proteins such as collagen (mainly to type IV basement membrane collagen that forms into a polygonal meshwork), fibronectin, and laminin implicated in wound healing and inflammatory responses (e.g. Crohn disease, ulcerative colitis) in connective tissues. There is some evidence for protein-protein interactions between leukocyte-associated integrins and the interstitial matrix in promoting the migration and/or activation of extravasated leukocytes (e.g., T cells and monocytes) within the perivascular compartment, an ECM-rich environment. This region is surmised to be an important location where certain human leukocytes undergo differentiation (e.g. monocytes) and activation (neutrophils, monocytes, lymphocytes) upon extravascular migration. The von Willebrand factor (vWF), type C motif is found in various plasma proteins like complement factors, the integrins, collagen types, and other extracellular proteins. Thus, the majority of vWF-containing proteins are extracellular and a common feature appears to be involvement in multi protein complexes participating in numerous biological events (e.g. cell adhesion, migration, homing, pattern formation, and signal transduction). Three organs (lung, heart and bone) of 5 AGA002 mutant mice (age 2x 10 days and 3x 11 days) were analysed by cDNA microarray technology. As reference five mice, 11 days old were used 50% of the chip hybridisations are dye swap experiments.
2010-06-01 | E-GEOD-12847 | biostudies-arrayexpress
Project description:Chondrocytes are the only cell type in cartilage and play a pivotal role in tissue homeostasis and cartilage remodeling in Osteoarthritis (OA). OA-dependent metabolic changes affecting extracelluar matrix composition as well as variations in the response to cytokines and growth factors have been investigated in human chondrocytes. However, the molecular mechanisms causing age-dependent variation of the chondrocyte phenotype are poorly characterized. The proinflammatory mediator nitric oxide (NO) is produced when chondrocytes are exposed to cytokines such as IL-1. NO affects the energy metabolism of cells through interfering with mitochondrial respiration and glycolysis and has been implicated in extracellular matrix synthesis and degradation and chondrocyte death. NO may contribute to the aging process by compromising the energy balance in chondrocytes through the generation of an oxidizing environment and this may in turn affect matrix gene expression. In human chondrocytes NO effects on the expression of extacelluar matrix genes or genes related to matrix structure have not been addressed comprehensively.
2011-02-17 | GSE27358 | GEO
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 investigate how ECM viscoelasticity drives changes in the transcriptional landscape of T cells, scRNA-seq of CD8+ T cells cultured in fast relaxing and slow relaxing collagen matrices was performed
2023-05-02 | GSE230628 | GEO
Project description:Proctor2013 - Cartilage breakdown, interventions to reduce collagen release
The molecular pathways involved in cartilage breakdown is studied using this model to examine possible interventions to reduce cartilage collagen release. The model contains three separate submodels, one which describes the IL-1/JNK signalling pathway, secondly the OSM/STAT3 signalling pathway, and lastly a module which includes proMMP (Matrix matalloproteinase) activation, and aggrecan and collagen release.
This model is described in the article:
A computer simulation approach for assessing therapeutic intervention points to prevent cytokine-induced cartilage breakdown.
Proctor CJ, Macdonald C, Milner JM, Rowan AD, Cawston TE.
Arthritis Rheum. 2013 Nov 27.
Abstract:
Objective. To use a novel computational approach to examine the molecular pathways involved in cartilage breakdown and to use computer simulation to test possible interventions to reduce collagen release. Methods. We constructed a computational model of the relevant molecular pathways using the Systems Biology Markup Language (SBML), a computer-readable format of a biochemical network. The model was constructed using our experimental data showing that interleukin-1 (IL-1) and oncostatin M (OSM) act synergistically to up-regulate collagenase protein and activity and initiate cartilage collagen breakdown. Simulations were performed in the COPASI software package. Results. The model predicted that simulated inhibition of c-Jun N-terminal kinase (JNK) or p38 mitogen-activated protein kinase, and over-expression of tissue inhibitor of metalloproteinases 3 (TIMP-3) led to a reduction in collagen release. Over-expression of TIMP-1 was much less effective than TIMP-3 and led to a delay, rather than a reduction, in collagen release. Simulated interventions of receptor antagonists and inhibition of Janus kinase 1 (JAK1), the first kinase in the OSM pathway, were ineffective. So, importantly, the model predicts that it is more effective to intervene at targets which are downstream, such as the JNK pathway, rather than close to the cytokine signal. In vitro experiments confirmed the effectiveness of JNK inhibition. Conclusion. Our study shows the value of computer modelling as a tool for examining possible interventions to reduce cartilage collagen breakdown. The model predicts interventions that either prevent transcription or inhibit activity of collagenases are promising strategies and should be investigated further in an experimental setting. © 2013 American College of Rheumatology.
This model is hosted on BioModels Database
and identified
by: BIOMD0000000504
.
To cite BioModels Database, please use: BioModels Database: An enhanced, curated and annotated resource
for published quantitative kinetic models
.
To the extent possible under law, all copyright and related or
neighbouring rights to this encoded model have been dedicated to the public
domain worldwide. Please refer to CC0 Public Domain
Dedication
for more information.
2014-01-10 | BIOMD0000000504 | BioModels