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Long noncoding and micro-RNA expression in a model of articular chondrocyte degeneration induced by stromal cell-derived factor-1 Cover

Long noncoding and micro-RNA expression in a model of articular chondrocyte degeneration induced by stromal cell-derived factor-1

Asian Biomedicine
Volume 16 (2022): Issue 4 (August 2022)
By: Guoliang Wang,  Lu He,  Yaoyu Xiang,  Di Jia and  Yanlin Li  
Open Access
|Aug 2022

Figures & Tables

Figure 1

Morphology of chondrocytes in the 2 groups (×100). A. Chondrocytes in the experimental group were cultured with SDF-1 for 48 h. B. Morphology of chondrocytes in the control group. SDF-1, stromal cell-derived factor-1.
Morphology of chondrocytes in the 2 groups (×100). A. Chondrocytes in the experimental group were cultured with SDF-1 for 48 h. B. Morphology of chondrocytes in the control group. SDF-1, stromal cell-derived factor-1.

Figure 2

Analysis of miRNAs and lncRNAs. A. Heatmap of the differentially expressed (DE) miRNAs. B. Scatter plot of the DE miRNAs. C. Volcano plot of the DE miRNAs. D. Heatmap of the DE lncRNAs. E. Scatter plot of the DE lncRNAs. F. Volcano plot of the DE lncRNAs. In the heatmap, red represents upregulated miRNAs or lncRNAs, and green represents downregulated miRNAs or lncRNAs. In the scatter plot, the X and Y values are the average normalized signal values, shown on a log2 scale. The red and green lines were set as FC lines with a default change of 2.0. Red points (FC >2) indicate upregulated miRNAs or lncRNAs, and blue points (FC ≤2) indicate downregulated miRNAs or lncRNAs. In the volcano plot, the X-axis is the FC (log2), and the Y-axis is P (−log10). Red points (FC >2) indicate upregulated miRNAs or lncRNAs, and blue points (FC ≤2) indicate downregulated miRNAs or lncRNAs. DE, differentially expressed; FC, fold change; FPKM, fragments per kilobase of transcript per million mapped fragments; lncRNAs, long noncoding ribonucleic acids; miRNAs, microRNAs; SDF1, stromal cell-derived factor-1 treated articular chondrocytes. Normal indicates articular chondrocytes untreated with SDF-1.
Analysis of miRNAs and lncRNAs. A. Heatmap of the differentially expressed (DE) miRNAs. B. Scatter plot of the DE miRNAs. C. Volcano plot of the DE miRNAs. D. Heatmap of the DE lncRNAs. E. Scatter plot of the DE lncRNAs. F. Volcano plot of the DE lncRNAs. In the heatmap, red represents upregulated miRNAs or lncRNAs, and green represents downregulated miRNAs or lncRNAs. In the scatter plot, the X and Y values are the average normalized signal values, shown on a log2 scale. The red and green lines were set as FC lines with a default change of 2.0. Red points (FC >2) indicate upregulated miRNAs or lncRNAs, and blue points (FC ≤2) indicate downregulated miRNAs or lncRNAs. In the volcano plot, the X-axis is the FC (log2), and the Y-axis is P (−log10). Red points (FC >2) indicate upregulated miRNAs or lncRNAs, and blue points (FC ≤2) indicate downregulated miRNAs or lncRNAs. DE, differentially expressed; FC, fold change; FPKM, fragments per kilobase of transcript per million mapped fragments; lncRNAs, long noncoding ribonucleic acids; miRNAs, microRNAs; SDF1, stromal cell-derived factor-1 treated articular chondrocytes. Normal indicates articular chondrocytes untreated with SDF-1.

Figure 3

Expression signatures of dysregulated lncRNAs in SDF-1-induced articular chondrocyte degeneration. A. Length distribution showed that dysregulated lncRNAs were mainly concentrated between 700 bp and 3000 bp. B. Differential lncRNAs were classified according to their genomic architecture.
Expression signatures of dysregulated lncRNAs in SDF-1-induced articular chondrocyte degeneration. A. Length distribution showed that dysregulated lncRNAs were mainly concentrated between 700 bp and 3000 bp. B. Differential lncRNAs were classified according to their genomic architecture.

Figure 4

GO analysis of differentially expressed genes. GO annotations of mRNAs with top 30 enrichment scores. The circles represent biological processes; the triangles represent cell components; and the squares represent MF. GO, gene ontogeny; MF, molecular functions.
GO analysis of differentially expressed genes. GO annotations of mRNAs with top 30 enrichment scores. The circles represent biological processes; the triangles represent cell components; and the squares represent MF. GO, gene ontogeny; MF, molecular functions.

Figure 5

KEGG signaling pathway analysis of differentially expressed genes. Top 30 for KEGG enrichment. KEGG, Kyoto Encyclopedia of Genes and Genomes.
KEGG signaling pathway analysis of differentially expressed genes. Top 30 for KEGG enrichment. KEGG, Kyoto Encyclopedia of Genes and Genomes.

Figure 6

PPI network analysis of the top 10 differentially expressed genes. Nodes represent genes for the proteins indicated. Lines indicate interactions between genes. Red indicates upregulated genes, and green indicates downregulated genes. PPI, protein–protein interaction.
PPI network analysis of the top 10 differentially expressed genes. Nodes represent genes for the proteins indicated. Lines indicate interactions between genes. Red indicates upregulated genes, and green indicates downregulated genes. PPI, protein–protein interaction.

Top 10 most upregulated and most downregulated lncRNAs in chondrocytes from the SDF-1-induced model of articular chondrocyte degeneration

Upregulated lncRNAsDownregulated lncRNAs
lncRNA IDPFClncRNA IDPFC
NONHSAT094312.25.51E–0510.27NONHSAT246243.14.01E–069.44
NONHSAT060379.23.42E–178.19NONHSAT217441.13.97E–078.57
NONHSAT207507.11.60E–168.12NONHSAT238505.16.22E–057.07
NONHSAT166467.15.44E–077.77NONHSAT258030.15.57E–056.86
NONHSAT198879.13.39E–067.75NONHSAT176410.14.59E–066.81
NONHSAT248596.11.21E–117.61NONHSAT022132.20.0001386.68
NONHSAT152279.12.89E–067.41NONHSAT119402.22.11E–066.59
NONHSAT000091.29.96E–057.21NONHSAT022138.20.0001696.58
ENST000005594584.66E–067.05NONHSAT229871.15.25E–056.53
NONHSAT038052.21.00E–066.87NONHSAT225394.14.07E–056.23

PPI network core (top 10) genes in the SDF-1-induced model of articular chondrocyte degeneration

ProteinDegreeEccentricityEdge count
CXCL1016416
ISG1512412
MYC11511
MX110510
OASL10510
IFIT110510
RSAD210510
MX210510
IFI44L10510
BST2858
DOI: https://doi.org/10.2478/abm-2022-0021 | Journal eISSN: 1875-855X | Journal ISSN: 1905-7415
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Language: English
Page range: 169 - 179
Published on: Aug 31, 2022
Published by: Chulalongkorn University
In partnership with: Paradigm Publishing Services
Publication frequency: 6 issues per year
Keywords:
chondrocytes,
high-throughput nucleotide sequencing,
microRNAs,
osteoarthritis,
RNA,
long noncoding
Related subjects:
Medicine,
Assistive professions, nursing,
Basic medical science,
Basic medical science, other,
Clinical medicine,
Clinical medicine, other

© 2022 Guoliang Wang, Lu He, Yaoyu Xiang, Di Jia, Yanlin Li, published by Chulalongkorn University
This work is licensed under the Creative Commons Attribution 4.0 License.

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