Transcriptome Dynamics of Long Non-Coding RNAs and Transcription Factors Demarcate Human Neonatal, Adult, and MSC-derived Engineered Cartilage
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ABSTRACT:
PROVIDER: PRJNA528088 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR8753690_1.fastq.gz | Fastqsanger.gz | |||
| SRR8753690_2.fastq.gz | Fastqsanger.gz | |||
| SRR8753700_1.fastq.gz | Fastqsanger.gz | |||
| SRR8753700_2.fastq.gz | Fastqsanger.gz | |||
| SRR8753691_1.fastq.gz | Fastqsanger.gz |
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Project description:Analysis of gene expression differences between human neonatal articular cartilage and human mesenchymal stem cells (hMSCs)-derived cartilage, to identify novel molecular signature for tissue engineered articular cartilage Abstract: Cellular differentiation comprises a progressive, multistep program that drives cells to fabricate a tissue with specific and site distinctive structural and functional properties. Cartilage constitutes one of the potential differentiation lineages that mesenchymal stem cells (MSCs) can follow under the guidance of specific bioactive agents. Single agents such as transforming growth factor beta (TGF-b) and bone morphogenetic protein 2 in unchanging culture conditions have been historically used to induce in vitro chondrogenic differentiation of MSCs. Despite the expression of traditional chon- drogenic biomarkers such as type II collagen and aggrecan, the resulting tissue represents a transient cartilage rather than an in vivo articular cartilage (AC), differing significantly in structure, chemical composition, cellular phenotypes, and mechanical properties. Moreover, there have been no comprehensive, multicomponent parameters to define high- quality and functional engineered hyaline AC. To address these issues, we have taken an innovative approach based on the molecular interrogation of human neonatal articular cartilage (hNAC), dissected from the knees of 1-month-old cadaveric specimens. Subsequently, we compared hNAC-specific transcriptional regulatory elements and differentially expressed genes with adult human bone marrow (hBM) MSC-derived three-dimensional cartilage structures formed in vitro. Using microarray analysis, the transcriptome of hNAC was found to be globally distinct from the transient, cartilage-like tissue formed by hBM-MSCs in vitro. Specifically, over 500 genes that are highly expressed in hNAC were not expressed at any time point during in vitro human MSC chondrogenesis. The analysis also showed that the differences were less variant during the initial stages (first 7 days) of the in vitro chondrogenic differentiation program. These observations suggest that the endochondral fate of hBM-MSC-derived cartilage may be rerouted at earlier stages of the TGF-b-stimulated chondrogenic differentiation program. Based on these analyses, several key molecular dif- ferences (transcription factors and coded cartilage-related proteins) were identified in hNAC that will be useful as molecular inductors and identifiers of the in vivo AC phenotype. Our findings provide a new gold standard of a molecularly defined AC phenotype that will serve as a platform to generate novel approaches for AC tissue engineering.
2019-11-23 | GSE140861 | GEO
Project description:Murine primary rib-cage chondrocytes (mRCs) were isolated from E15.5 WT and HS-deficient Ext1gt/gt mice and expanded for 6-7 days. Tissue-engineered cartilage was generated by a 14-day chondrogenic culture of mRCs at 5×10^5 cells per 25 µl agarose carrier. Engineered cartilage was exposed to cyclic unconfined compression for 3 hours: 10-minute cycles of dynamic unconfined compression (25 % dynamic compression at 1 Hz superimposed to 10 % static off-set) were intermitted by 10-minute breaks (10 % static off-set).
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Project description:Transcriptome-wide analyses of human neonatal articular cartilage and human mesenchymal stem cells (hMSCs)-derived cartilage provide a new molecular target for evaluating Engineered Cartilage
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Project description:The vast and promising class of long non-coding RNAs (lncRNAs) has been under investigation for distinct therapeutic applications. Nevertheless, their role as molecular drivers of bone regeneration remains poorly studied. The lncRNA H19 mediates osteogenic differentiation of Mesenchymal Stem/Stromal Cells (MSCs) through the control of intracellular pathways. However, the effect of H19 on the extracellular matrix (ECM) components is still largely unknown. This research study was designed to decode the H19-mediated ECM regulatory network, and to reveal how the decellularized siH19-engineered matrices influence MSC proliferation and fate. This is particularly relevant for diseases in which the ECM regulation and remodelling processes are disrupted, such as osteoporosis.
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Project description:Long non-coding RNAs (lncRNAs) play critical roles in regulating gene expression and cellular processes; however, their roles in musculoskeletal development, disease, and regeneration remain poorly understood. Here, we identified a novel lncRNA, Glycosaminoglycan Regulatory ASsociated Long Non-coDing RNA (GRASLND), as a regulator of mesenchymal stem cell (MSC) chondrogenesis, and we investigated its basic molecular mechanism and its potential application towards regenerative medicine. GRASLND, a primate-specific lncRNA, is upregulated during MSC chondrogenesis and appears to act directly downstream of SRY-Box 9 (SOX9), but not Transforming Growth Factor Beta 3 (TGF-β3). Utilizing the established model of pellet formation for MSC chondrogenesis, we showed that the silencing of GRASLNDresulted in lower accumulation of cartilage-like extracellular matrix, while GRASLND overexpression, either via transgene ectopic expression or by endogenous activation via CRISPR, significantly enhanced cartilage matrix production. GRASLND acts to inhibit IFN-γ by binding to eukaryotic initiation factor-2 kinase PKR. We further demonstrated that GRASLND exhibited a protective effect in engineered cartilage against interferon type II, and that GRASLND exerted this effect similarly in engineered cartilage across different sources of progenitors. Our results indicate an important role of GRASLND in regulating stem cell chondrogenesis, as well as its therapeutic potential in the treatment of cartilage-related diseases, such as osteoarthritis.
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Project description:Purpose: To identify how axitinib stabilized the rabbit's engineered cartilage through the niche Methods: Rabbit's engineered cartilage was encapsulated in the PCL/collagen nanofibrous membrane containing no axitinib (0%-Axitinib group) or 3% axitinib (3%-Axitinib group) and implanted into nude mice. After 12 weeks of implantation, samples from the 0%-Axitinib group and 3%-Axitinib group were harvested, with the murine tissues entangled. Transcriptional profiles were generated by deep sequencing, in triplicate, using an Illumina HiSeqTM2000 machine, and filtered using Fastp software. The trimmed reads were mapped to the mouse genome (mm10, genome.UCSC.edu) using the STAR software to identify the transcriptional information in the niche of engineered cartilage. Then, the DESeq2 “counts” function of the R package was used to normalize gene expression levels based on the number of total reads of each sample. Differentially expressed genes between the 0%-Axitinib group and 3%-Axitinib group were identified as meeting the criteria of fold change ≥ 1.5 and P-value＜0.05. Lastly, we used Metascape (http://metascape.org) for gene ontology analysis. Results: Using an optimized data analysis workflow, we mapped about 20 to 30 million sequence reads per sample to the mouse genome (build mm10) and identified 20318 transcripts in the 0%-Axitinib and 3%-Axitinib groups. 837 genes were differentially expressed by more than 1.5-fold, p-value <0.05, with 313 genes downregulated and 524 genes upregulated in the 3%-Axitinib group. Gene ontology (GO) analysis revealed that the genes downregulated in the 3%-Axitinib group were mainly enriched in endothelial development, angiogenesis, and immune response. Genes upregulated in the 3%-Axitinib group were mainly enriched in response to hypoxia, Hif-1 signaling pathway, cartilage differentiation and development, and muscle structure development. Altered expression of 15 genes was further illustrated by heatmap, demonstrating the inhibited angiogenesis and improved chondrogenesis. Especially, Timp1, as a response to hypoxia, was remarkably upregulated, which also in turn inhibited the activity of matrix metalloproteinases (MMPs) and played an important role in preventing ossification. Conclusion: In this study, we proposed the first detailed transcriptional analysis of the effects of the sustainable and localized release of axitinib on the subcutaneous niche of engineered cartilage. The sustainable and localized release of axitinib created a relatively avascular, hypoxia, and low immune response niche in the 3%-Axitinib group. In this niche, Timp1 was remarkably upregulated, which inhibited the activity of MMPs and prevented endochondral ossification.
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Project description:RNA sequence of the subcutaneous microenvironment surrounding the rabbit's engineered cartilage
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Project description:The aim of the current study was to identify molecular markers for articular cartilage that can be used for the quality control of tissue engineered cartilage. Therefore a genom-wide expression analysis was performed using RNA isolated from articular and growth plate cartilage, both extracted from the knee joints of minipigs. Keywords: Native material or primary cells isolated from articular cartilage and growth plate cartilage Articular and growth plate cartilage were taken for RNA extraction and hybridization on Affymetrix microarrays. Furthermore chondrocytes from each type of cartilage were isolated and cell culture was started and terminated at day 10 or day 20. Total RNA from cultivated cells was extracted, and hybridization on Affymetrix microarrays was performed.
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Project description:One of strategies to regenerate cartilage defect is transplantation of mesenchymal stem cells (MSCs). Improvements of therapeutic potential of MSCs are needed to achieve successful cartilage regeneration by transplantation of a limited number of cells. Aggregated culture is a popular method in ES and iPS cells to maintain or enhance their potentials. Here we investigated gene expression profile of aggregated MSCs. 621 genes were up-regulated and 409 genes were down-regulated more than 5-fold in MSC-aggregates compared with the number in MSCs in a monolayer culture. The most up-regulated gene was BMP2, which is one of the genes involved in chondrogenesis. Anti-inflammatory genes were also up-regulated in MSC-aggregates. The microarray data for selected genes were confirmed by real-time PCR. Human synovial MSCs was isolated from synovium of 3 distinct donors. The gene expression profile of MSC-aggregates cultured in hanging drop for 3days was compared with that of MSCs in a monolayer culture.
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