| Literature DB >> 35069930 |
Dinggui Lu1,2, Jihua Wei1,2,3, Jian Chen1,4, Jingjie Zhao5, Jiajia Wang1, Yuanxun Gong5, Liuzhi Wei1,6, Qiuju Wei1,6, Huadeng Ban7, Yueyong Li8, Zechen Wang1, Changtai Luo1,2,3, Haidong Zhou1,2,3, Jiajia Shen1, Qiujiao Liao4, Siyuan He1, Weiyang Zhang2, Qunqiang Luo7, Kegong Xie4, Jian Song1, Lingzhang Meng1.
Abstract
Osteoarthritis (OA) is a degenerative disease characterized by articular cartilage and/or chondrocyte destruction, and although it has long been considered as a primary disease, the importance of meniscus endothelial cell modulation in the subchondral microenvironment has recently drawn attention. Previous studies have shown that apelin could potentially inhibit cellular apoptosis; however, it remains unclear whether apelin could play a protective role in protecting the endothelium in the OA meniscus. In this study, with the advantages of single-cell RNA sequencing (scRNA-seq) data, in combination with flow cytometry, we identified two endothelial subclusters in the meniscus, featured by high expression of Homeobox A13 (HOXA13) and Ras Protein-Specific Guanine Nucleotide Releasing Factor 2 (RASGRF2), respectively. Compared with control patients, both subclusters decreased in absolute cell numbers and exhibited downregulated APJ endogenous ligand (APLN, coding for apelin) and upregulated apelin receptor (APLNR, coding apelin receptor). Furthermore, we confirmed that in OA, decreased endothelial cell numbers, including both subclusters, were related to intrinsic apoptosis factors: one more relevant to caspase 3 (CASP3) and the other to BH3-Interacting Domain Death agonist (BID). In vitro culturing of meniscal endothelial cells purified from patients proved that apelin could significantly inhibit apoptosis by downregulating these two factors in endothelial cell subclusters, suggesting that apelin could potentially serve as a therapeutic target for patients with OA.Entities:
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Year: 2022 PMID: 35069930 PMCID: PMC8777459 DOI: 10.1155/2022/3556372
Source DB: PubMed Journal: Dis Markers ISSN: 0278-0240 Impact factor: 3.434
Figure 1Identification of endothelial cells in meniscus biopsies. (a) scRNA-seq analysis of cellularity in meniscus: the left UMAP plot shows nine clusters across 3577 meniscus cells isolated from controls, and the right UMAP plot shows 11 clusters across 3256 meniscus cells isolated from patients with OA. (b) Violin plots showing the expression of endothelial cell feature genes (CD93, CDH5, and PECAM1) and monocyte/macrophage feature genes (CD14 and MS4A7). (c) Left pie plot showing the proportion of nine clusters in controls and the right pie plot showing the proportion of nine clusters in patients with OA. (d) Flow cytometry analysis gating on endothelial cells. Endothelial cells were gated on 7-AAD-CD45-PECAM1+ cells. 4 × 105 cells were acquired from each sample. (e) Dot plot showing statistical analysis of the absolute number of meniscus endothelial cells between controls and patients with OA. Each dot represents one readout. Data represent four independent experiments. ∗∗p < 0.01.
Figure 2Heterogeneity of endothelial cell in meniscus biopsies. (a) UMAP plot showing integrated analysis of meniscus endothelial cells. (b) Violin plots showing the expressions of feature genes in endothelial subclusters (HOXA13 and RASGRF2). (c) Heatmap showing the disparity of the top 10 genes between meniscus endothelial cell subclusters. (d) Gene set enrichment analysis showing meniscus endothelial cell subclusters exhibits distinguished biological features. (e) Split UMAP plots showing the comparison of meniscus endothelial cell subclusters between controls and patients with OA. (f) Flow cytometry analysis showing differences of meniscus endothelial cell subclusters between controls and patients with OA. 4 × 105 cells were acquired from each sample. (g) Dot plot showing statistical analysis of the absolute number of endothelial cell subclusters between controls and patients with OA. Each dot represents one readout. Data represents three independent experiments. ∗∗∗p < 0.001.
Figure 3DEGs of meniscus endothelial cell subclusters. (a) Left volcano plot shows DEGs of endothelial subcluster EC (HOXA13), and the right volcano plot shows DEGs of subcluster EC (RASGRF2). Data were calculated as OA biopsies against controls. The DEGs with log2 fold change > 1 and p value <0.05 were considered to be upregulated (red dots), and DEGS with log2 fold change < −1 and p value <0.05 were considered to be downregulated (blue dots). Genes of interest are indicated in red. (b) qPCR result showing downregulated expression of APLN in meniscus endothelial cells of patients with OA (n = 7) compared with the controls (n = 10). Data represent three similar experiments. ∗∗p < 0.01. (c) Flow cytometry analysis of surface expression of APLNR on meniscus endothelial cell subclusters. (d) Upper dot plot showing statistical analysis of surface expression of APLNR on meniscus endothelial cell subcluster EC (HOXA13), between controls and patients with OA. The lower dot plot showing statistical analysis of surface expression of APLNR on meniscus endothelial cell subcluster EC (RASGRF2), between the controls (n = 6) and patients with OA (n = 12). Each dot represents a readout. Data represent two similar experiments. ∗∗p < 0.01. (e) Violin plots showing the expression of intrinsic apoptosis gene (CASP3, BID, and CASP7) and extrinsic apoptosis genes (FAS, TNFRSF1A, and TNFSF10) in endothelial subclusters and in meniscus endothelial cells, between controls and patients with OA.
Figure 4APLN alleviates apoptosis of meniscus endothelial cells isolated from OA patients by inhibiting intrinsic apoptosis genes. Meniscus endothelial cells were isolated from patients with OA and cultured in a conditioned medium. Four groups were included: the control group indicating endothelial cells cultured in conditioned medium, the second group treated with BSA, the third group treated with apelin (APLN), the fourth group was treated with apelin (APLN) and ML221 (blocking APLNR). Six wells in each group. (a) FACS charts showing apoptotic analysis of cultured meniscus endothelial cells among four groups. (b) Box blot showing statistical analysis of early apoptotic (annexin V + PI-) cells. Six wells in each group. NS: not significant; ∗∗p < 0.01; ∗∗∗p < 0.001. Data represent three independent experiments. (c) Box plots showing the expression level of CASP3 and BID in cultured endothelial cells among the above four groups. NS: not significant; ∗p < 0.05, ∗∗∗p < 0.001. Data represent two independent experiments. (d) The upper histography showing the intracellular staining of cleaved caspase 3 (CASP3) in the meniscus endothelial cell subcluster EC (HOXA13) among the four groups. The lower dot plot shows statistical analysis of mean fluorescence intensity (MFI) for cleaved caspase 3 among the four groups. Each dot represents a readout. NS: not significant; ∗∗p < 0.01, ∗∗∗p < 0.001. The data represent two independent experiments. (e) The upper histography shows the intracellular staining of cleavage site Bid in meniscus endothelial cells subcluster EC (RASGRF2) among four groups. The lower dot plot shows statistical analysis of MFI of cleavage site Bid among the four groups. Each dot represents one read. NS: not significant. ∗p < 0.05, ∗∗p < 0.01. Data represent two independent experiments.