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Scientific Reports logoLink to Scientific Reports
. 2021 Mar 15;11:5953. doi: 10.1038/s41598-021-85306-2

The importance of cellular and exosomal miRNAs in mesenchymal stem cell osteoblastic differentiation

Sajjad Shirazi 1, Chun-Chieh Huang 1, Miya Kang 1, Yu Lu 1, Sriram Ravindran 1,, Lyndon F Cooper 1,
PMCID: PMC7960990  PMID: 33723364

Abstract

The differentiation of osteoblasts is under complex regulation that includes autocrine and paracrine signaling from MSCs. Exosomes are important components of the MSC secretome and their cargo contains numerous miRNAs. In this study, the importance of MSC miRNAs in modulation of osteoblastic differentiation was examined by global reduction of miRNA biosynthesis in Dicer knock down hMSCs. We additionally impaired hMSC responses to miRNAs by knockdown of Argonaute 2 expression. Knockdown of Dicer and Argonaute 2 both reduced osteoblastic differentiation of hMSCs. This was observed at the levels of hMSC culture mineralization and osteoblastic gene expression. The treatment of Dicer deficient hMSCs with wild type hMSC exosomes effectively recovered the impaired osteoblastic differentiation. Dicer knockdown reduced the quantity and diversity of miRNAs present in hMSC exosomes. miRSeq data and KEGG analysis implicated the miRNA-dependent effects on multiple osteoinductive pathways in Dicer deficient cells, including the Hippo signaling and TGF-beta signaling pathways. Treatment of hMSCs with mimics of miRNAs significantly downregulated in Dicer knockdown cells recovered functions of exosome-mediated signaling in hMSCs. These results indicate that hMSC exosomes exert miRNA-dependent control that contributes to osteoblastic differentiation.

Subject terms: Cell biology, Molecular biology, Stem cells, Medical research

Introduction

Bone regeneration is dependent on the recruitment and differentiation of mesenchymal stem cells (MSCs) that perform requisite immunomodulatory and regenerative roles as they differentiate to bone matrix forming and mineralizing osteoblastic cells1. The regulation of MSCs is complex and is governed local and systemic factors. Locally, MSCs are influenced by paracrine and autocrine soluble signals, cell-to-cell signals, insoluble signals of the extracellular matrix, and extracellular mechanical cues. The soluble paracrine and autocrine signals are represented by components of the cell secretome. Most notable among these are osteoinductive cytokines such as the family of bone morphogenetic proteins (BMPs)2. While BMPs have gained prominence due to their use in regenerative medicine, many other growth factors and cytokines influence MSC function in bone regeneration3.

More recent investigations of paracrine function have identified extracellular vesicles known as exosomes as additional components of the secretome that are involved in cell to cell signaling. Exosomes are 30–150 nm, bilayer lipid vesicles formed by the processing of endosomal membranes to form multi-vesicular endosomes that fuse with the plasma membrane to release exosomes filled with specific cargo. The exosomal cargo is composed of proteins, mRNAs, miRNAs and other small mRNAs4. Many proteins are associated with exosome biosynthesis and many are common among exosomes from diverse sources. Exosomes are not known to contain cytokines or growth factors.

miRNAs are small non-coding RNAs (21–23 nucleotides) that function to regulate the expression of target genes by repression of gene transcription or by targeted degradation of specific mRNAs or by inhibiting protein translation. The miRNA cargo of MSC exosomes is representative of the parental cell status and is specific to the cell type and cellular state5. Individual miRNAs function in regulation of gene expression and cell physiology6 and have used knockout strategies, synthetic miRNA mimics or their antagomirs to identify the functions of individual miRNAs. However, there is a controversy in terms of the importance of miRNAs and their contribution to the differentiation of MSCs as well as the role of miRNAs in MSC derived exosomes.

miRNA biosynthesis is a multistep process that involves the processing and packaging of small non-coding RNAs within the exosome7. They are RNA polymerase II/III transcripts that are largely intragenic and reside within introns and are transcribed in concert with or independently of the surrounding gene. Pre-miRNAs are first cleaved by Drosha in concern with the RNA binding protein DGCR8. These hairpin pre-miRNAs are exported to the cytoplasm where the RNA endonuclease Dicer removes the terminal loop, resulting in a duplex miRNA. Both the 5p and 3p miRNA strands are loaded into the Argonaute proteins (AGO1–4). When loaded onto Argonaute proteins, the miRNA strands are able to direct gene regulation. This is known as the minimal RNA induced silencing complex (RISC) and binding of the miRNA strand to the target mRNA sequence (miRNA response element; MRE) with fully complementarity, induces AGO2 endonuclease activity and resultant mRNA cleavage8.

miRNAs are important in cell function. The inability to generate Dicer1-null embryonic stem cells suggests its function in generating miRNAs is essential to early mouse development9. Subsequent conditional knockout of Dicer in ES cells indicated that Dicer participates in fundamental processes including stem cell differentiation10. Recent reviews indicate that conditional knockout of dicer influences development of various organ systems, again implicating the role of miRNAs in fundamental control of cell function. Regarding bone physiology, Dicer1 ablation using Osterix-cre or Runx2-cre resulted in skeletal growth impairment, post-natal bone formation and reduced osteogenesis11. These studies implicate miRNAs in the regulation of development, including MSC function in bone formation. miRNA function in gene silencing is dependent on AGO2 function and the disruption of the Eif2c2 gene encoding AGO2 results in developmental defects12. The importance of AGO2 is underscored in the context of erythrogenesis, where AGO2 is solely expressed13. The function of AGO2 in stem cell differentiation to the osteogenic lineage is implicated by the alterations in AGO gene expression14. Direct investigation of AGO2 function during MSC differentiation has not been reported.

To address the possible function of miRNAs in MSC differentiation and MSC exosomal function, we have knocked down Dicer and AGO2 in MSCs and evaluated them in a series of experiments aimed at identifying the roles of MSC miRNAs in osteogenic differentiation of MSCs.

Results

Knock-down of Dicer and Argonaute2

Dicer and AGO2 were successfully knocked-down both in mRNA and protein levels. Figure 1a demonstrates that Dicer mRNA levels were significantly (P < 0.01) lower in DicerKD relative to WT hMSCs up to 14 days of culture in osteogenic medium. AGO2 mRNA levels were significantly (P < 0.01) lower in AGO2KD relative to WT hMSCs up to 14 days of culture in osteogenic medium (Fig. 1b). Immunoblotting demonstrated that protein levels of Dicer and AGO2 were reduced in DicerKD and AGO2KD hMSCs, respectively (Fig. 1c).

Figure 1.

Figure 1

Characterization of Dicer and AGO2 knockdown. (a) Relative expression of Dicer mRNA was significantly downregulated (*P < 0.01) in DicerKD compared to WT hMSCs after 1, 7 and 14 days cultured in osteogenic medium. (b) Relative expression of Argonaute2 mRNA was significantly downregulated (*P < 0.01) in AGO2KD compared to WT hMSCs after 1, 7 and 14 days cultured in osteogenic medium. Fold changes are calculated relative to WT day 1 and Mann–Whitney U test was utilized for statistical analyses. (c) Immunoblotting showed successful knockdown of Dicer and Argonaute2 proteins in DicerKD and AGO2KD cells, respectively. Regions of interest of scans of one nitrocellulose blot probed with either anti-Dicer or anti-AGO2 or anti-tubulin primary antibody and corresponding secondary antibodies are shown.

Proliferation of DicerKD and AGO2KD hMSCs

Measurement of proliferation of WT, DicerKD and AGO2KD hMSCs in regular growth and osteogenic medium demonstrated that WT hMSCs had greater proliferation compared to DicerKD and AGO2KD hMSCs. DicerKD and AGO2KD hMSCs had similar proliferation capacity. The miR-183-5p mimic impaired the proliferation of DicerKD hMSCs and miR-411-5p mimic significantly (P < 0.01) reduced the proliferation of DicerKD hMSCs (Fig. 2a). The morphology of WT, DicerKD and AGO2KD hMSCs after 1 and 7 day of growth in regular and osteogenic medium were similar at the microscopic level (Fig. 2b).

Figure 2.

Figure 2

Proliferation experiments. (a) Proliferation of WT, DicerKD and AGO2KD hMSCs in regular growth medium and osteogenic medium was assessed using a colorimetric method. The graphs demonstrate standardized fold change in absorbance at 490 nm compared to day 1 in each cell type. (b) Morphology of WT, AGO2KD and DicerKD hMSCs at day 1 and 7 after growth in regular and osteogenic medium. All three cell types showed similar morphology under microscopic observation. *Denotes to statistically significant difference (P < 0.01) as tested with one-way ANOVA and Tukey's post-hoc test.

Mineralization of DicerKD and AGO2KD hMSCs following osteoinduction

Mineralization was evaluated by Alizarin Red staining as illustrated by representative images of WT, DicerKD and AGO2KD hMSCs stained at day 7 and 14 of culture in osteogenic medium (Fig. 3a). Figure 3b demonstrates that the experimental groups had similar confluence level and similar cell numbers at day 7. Quantitation of Alizarin Red staining revealed the significant (P < 0.01) reduction in AGO2KD hMSC mineralization at day 7 and 14 compared to DicerKD and WT hMSCs. DicerKD cell layers were also significantly less mineralized (P < 0.01) in comparison to WT hMSCs at day 7 and 14 (Fig. 3c). To further implicate the exosome cargo in the regulation of mineralization, DicerKD hMSCs were supplemented with culture-day matched WT hMSC exosomes (supplementary Fig. 1 shows the characterization of exosomes). Complementation with WT exosomes significantly (P ≤ 0.01) enhanced calcium deposition of DicerKD and WT hMSCs at both day 7 and 14.

Figure 3.

Figure 3

Differentiation experiments. (a) Alizarin Red staining demonstrate impaired calcium deposition in AGO2KD cells after 7 and 14 days of culture in osteogenic medium. DicerKD cells produced less calcium deposits compared to WT hMSCs at day 7 and 14. Complementation of DicerKD and WT hMSCs with WT exosomes considerably improved calcium deposition. (b) Brightfield microscopic images of experimental groups at day 7 captured at 4 × magnification demonstrated similar confluency level. DAPI staining showed similar number of nuclei per field among different groups. White scale bars are equal to 100 µm. (c) Quantitation of Alizarin Red staining revealed a statistically significant (*P < 0.01) difference among experimental groups. (d) ALP activity was measured using 45 µg of protein from each sample and calculated as standardized fold change at day 7 and 14 compared to day 1 in each group. ALP activity was significantly lower (*P < 0.01) in AGO2KD and DicerKD groups compared to WT hMSCs at day 7 and 14 in osteogenic medium. Complementation of DicerKD hMSCs with WT exosomes restored ALP activity at day 7, and increased ALP activity significantly (*P < 0.01) at day 14 compared to WT hMSCs. Complementation of AGO2KD hMSCs with WT exosomes did not significantly change ALP activity at days 7 and 14 (insert: magnified plot of ALP activity at day 7 and 14 for AGO2KD hMSCs). The addition of miR-183-5p and miR-411-5p mimics to DicerKD cells significantly (*P < 0.01) increased ALP activity at day 7 and 14. Fold changes in ALP activity was calculated compared to day 1 within each group. One-way ANOVA and Tukey's post-hoc test was used for all statistical analyses.

Alkaline phosphatase (ALP) activity

ALP activity is a well-known measure of osteogenic differentiation of MSCs15. ALP activity was significantly higher (P < 0.01) in WT cells compared to DicerKD and AGO2KD hMSCs after 7 and 14 days of culture in osteogenic medium. A restoration in ALP activity was observed after complementation of DicerKD hMSCs with WT exosomes at day 7, and no significant difference was observed between WT and DicerKD + WT exosomes groups at this time point. At day 14, DicerKD hMSCs complemented with WT exosomes had significantly higher (P < 0.01) ALP activity compared to WT hMSCs. Complementation of AGO2KD hMSCs with WT exosomes did not significantly change ALP activity at day 7 and 14 (Fig. 3d) and the ALP activity of these cells remained unchanged with respect to the AGO2KD group that did not receive exosomes indicating that the exosomes were ineffective in AGO2KD cells. The insert in Fig. 3d illustrates this more clearly. The addition of either the miR-183-5p or miR-411-5p mimics significantly (P < 0.01) improved ALP activity in DicerKD cells after 7 and 14 days. This was more prominent with miR-411-5p mimic (Fig. 3d).

Osteoinductive gene expression

The expression pattern of osteoinductive marker genes Runx2, Osterix (OSX), bone sialoprotein (BSP) and type I collagen was evaluated in WT, DicerKD and AGO2KD hMSCs in the presence of osteogenic differentiation medium in vitro. Results indicated that Runx2 mRNA expression was significantly lower (P < 0.01) in DicerKD and AGO2KD cells compared to WT hMSCs at day 1 in osteogenic medium. At day 7, Runx2 mRNA expression was elevated in DicerKD and DicerKD + WT exosomes, but not statistically significant. Complementation of DicerKD hMSCs with WT exosomes increased Runx2 mRNA expression at day 14 compared to WT hMSCs (P < 0.01) (Fig. 4a). Runx2 expression was significantly lower (P < 0.05) in AGO2KD cells compared to WT hMSCs.

Figure 4.

Figure 4

Quantitative gene expression. Expression of osteoinductive genes in WT, DicerKD and AGO2KD hMSCs under differentiation conditions. * denotes to P < 0.01 and # denotes to P < 0.05 in comparison to WT hMSCs. ҂ denotes significant difference (P < 0.01) compared to DicerKD hMSCs. Fold changes are calculated relative to undifferentiated WT hMSCs at day 0. One-way ANOVA and Tukey's post-hoc test was used for all statistical analyses.

OSX mRNA expression was significantly lower in DicerKD (P < 0.01) and AGO2KD (P < 0.05) compared to WT hMSCs at day 1 in osteogenic medium. Complementation of DicerKD hMSCs with WT exosomes significantly increased (P < 0.01) OSX expression at day 1. At day 7, OSX mRNA expression decreased in both WT hMSCs and DicerKD cells (P < 0.01). The complementation of DicerKD cells with WT exosomes increased OSX mRNA expression (P < 0.001) compared to WT hMSCs (Fig. 4b). These results corroborate well with the mineralization experiments described in the previous section that evaluated calcium deposition and ALP activity.

The effects of AGO2 and Dicer knockdown on BSP mRNA expression appears complex. BSP was significantly higher (P < 0.01) in all knockdown groups compared to WT hMSCs at day 1 in osteogenic medium. At day 7 and 14, its expression increased in all groups and its expression was still significantly higher (P < 0.01) in AGO2KD, DicerKD and DicerKD + WT exosomes groups. Addition of WT exosomes to DicerKD significantly increased (P = 0.01) BSP expression compared to DicerKD hMSCs at day 7. At day 14, DicerKD + WT exosomes group had significantly lower BSP expression than DicerKD hMSCs (P < 0.01). However, its expression was still higher (P < 0.05) in DicerKD compared to WT hMSCs (Fig. 4c).

Collagen I mRNA expression was increased in all cell types during 1–7 days in culture. When compared to WT hMSCs, Collagen I mRNA expression was increased at day 1 in osteogenic medium in DicerKD and DicerKD + WT exosomes groups (P < 0.01). By day 7, both AGO2KD and DicerKD cultures demonstrated increased Collagen I mRNA expression, while it was decreased in WT hMSCs (P < 0.01). DicerKD + WT exosomes group had significantly higher (P < 0.01) Collagen I mRNA expression compared to WT hMSCs. At day 14, Collagen I mRNA expression was reduced in all groups (P < 0.01) (Fig. 4d).

SMAD 1/5/8 phosphorylation

SMAD 1/5/8 activity is an indicator of the BMP2 signaling pathway activation1618. Here we evaluated the ability of WT and DicerKD hMSCs to respond to the exogenous addition of rhBMP2 at the level of SMAD1/5/8 phosphorylation. Figure 5a shows representative images of individual wells showing phosphorylated SMAD1/5/8 staining (red) and corresponding tubulin expression (green). Quantitation of the fluorescence revealed that SMAD 1/5/8 phosphorylation was significantly impaired (P < 0.01) in DicerKD hMSCs treated with rhBMP2 compared to WT hMSCs. Complementation of DicerKD cells with WT exosomes significantly increased (P < 0.01) the phosphorylation of SMAD 1/5/8 at 4 h following rhBMP2 treatment (Fig. 5b), indicating a partial restoration of BMP2 function with WT exosome complementation.

Figure 5.

Figure 5

SMAD1/5/8 Phosphorylation in response to rhBMP2 treatment. (a) Representative images of individual wells showing phosphorylated SMAD1/5/8 staining (red) and corresponding tubulin expression (green) (n = 3 per each group). (b) Quantitation of the images revealed that SMAD 1/5/8 phosphorylation was significantly impaired (*P < 0.01) in DicerKD hMSCs in the presence of BMP2 compared to WT hMSCs. Complementation of DicerKD cells with WT exosomes significantly increased (*P < 0.01) the phosphorylation of SMAD 1/5/8 four hours post rhBMP2 treatment. While these levels were statistically insignificant with respect to WT cells, (P > 0.05), the mean value remained lower indicating a partial restoration of BMP2 function with WT exosome complementation. One-way ANOVA and Tukey's post-hoc test was used for statistical analyses.

Characterization of cellular miRNA cargo

We compared the miRNA cargo of DicerKD and WT hMSCs using miRNA-Seq analysis. The top 50 most abundant miRNAs in WT hMSCs were selected and compared their expression with that of DicerKD hMSCs (Table 1). The results demonstrated that the majority of miRNAs were downregulated in DicerKD cells compared to WT hMSCs. Five miRNAs were upregulated. KEGG pathway analysis was performed to investigate the pathways affected by these 50 miRNAs. We further classified the 25 most down regulated miRNAs in DicerKD cells (Table 2). Multiple pathways were significantly affected by the alteration of miRNA in DicerKD cells (Fig. 6a). Further pathway analysis revealed that the TGFβ and Hippo signaling pathways controlling osteoinduction were targeted by the included miRNAs (Fig. 6b, c).

Table 1.

Top 50 most abundant miRNAs in WT hMSCs and their expression in DicerKD hMSCs.

Sequence Number of copies DicerKD/ WT
DicerKD hMSCs WT hMSCs
hsa-miR-3914 1621 17,162 0.09
hsa-miR-4691-5p 807 16,081 0.05
hsa-miR-6894-3p 45,165 9842 4.59
hsa-miR-548w 1634 7864 0.21
hsa-miR-6501-3p 2113 7106 0.30
hsa-miR-183-5p 886 6965 0.13
hsa-miR-6764-3p 1279 4956 0.26
hsa-miR-320a-3p 6148 4758 1.29
hsa-miR-423-3p 1168 4696 0.25
hsa-miR-3924 650 4575 0.14
hsa-miR-3692-5p 1562 4483 0.35
hsa-miR-6833-3p 1391 3994 0.35
hsa-miR-520 g-5p 1024 3929 0.26
hsa-miR-182-5p 597 3903 0.15
hsa-miR-6889-5p 505 3697 0.14
hsa-miR-6758-5p 2467 3296 0.75
hsa-miR-5092 1358 3207 0.42
hsa-miR-191-5p 26,690 3152 8.47
hsa-miR-8075 663 3076 0.22
hsa-miR-6764-5p 833 2988 0.28
hsa-miR-4772-3p 2152 2911 0.74
hsa-miR-1276 1548 2865 0.54
hsa-miR-103a-3p 18,502 2774 6.67
hsa-miR-4754 840 2708 0.31
hsa-miR-375-3p 1142 2663 0.43
hsa-miR-151a-3p 20,667 2562 8.07
hsa-miR-6756-3p 571 2451 0.23
hsa-miR-5683 361 2410 0.15
hsa-miR-3660 230 2407 0.10
hsa-miR-548ax 879 2381 0.37
hsa-miR-107 1233 2280 0.54
hsa-miR-5000-3p 394 2221 0.18
hsa-miR-6745 709 2208 0.32
hsa-miR-5189-5p 689 2162 0.32
hsa-miR-548az-5p 814 2161 0.38
hsa-miR-513b-3p 610 2137 0.29
hsa-miR-6827-5p 1660 2056 0.81
hsa-miR-4634 2034 2045 0.99
hsa-miR-548au-3p 571 2017 0.28
hsa-miR-4497 584 2012 0.29
hsa-miR-600 203 1975 0.10
hsa-miR-1200 971 1971 0.49
hsa-miR-4706 308 1964 0.16
hsa-miR-3131 446 1955 0.23
hsa-miR-365b-5p 243 1950 0.12
hsa-miR-19a-3p 1542 1937 0.80
hsa-miR-515-5p 29,150 1909 15.27
hsa-miR-455-5p 650 1907 0.34
hsa-miR-708-5p 2677 1877 1.43
hsa-miR-4738-3p 669 1876 0.36

Table 2.

Top 25 downregulated miRNAs in DicerKD hMSCs compared to WT hMSCs.

Sequence Number of copies DicerKD/WT
DicerKD hMSCs WT hMSCs
miR-6830-3p 0 33 0.00
miR-320e 0 19 0.00
miR-4739 13 512 0.03
miR-4691-5p 807 16,081 0.05
miR-12114 7 119 0.06
miR-1207-3p 7 70 0.09
miR-3914 1621 17,162 0.09
miR-3660 230 2407 0.10
miR-6864-3p 72 720 0.10
miR-600 203 1975 0.10
miR-1321 39 373 0.11
miR-411-5p 144 1262 0.11
miR-6886-5p 20 162 0.12
miR-365b-5p 243 1950 0.12
miR-3125 112 889 0.13
miR-6820-5p 66 520 0.13
miR-183-5p 886 6965 0.13
miR-6889-5p 505 3697 0.14
miR-6786-5p 98 702 0.14
miR-3924 650 4575 0.14
miR-7109-5p 184 1276 0.14
miR-518b 20 136 0.14
miR-7847-3p 223 1544 0.14
miR-5683 361 2410 0.15
miR-182-5p 597 3903 0.15

Figure 6.

Figure 6

(a) KEGG analysis summary. KEGG analysis summary of pathways affected in DicerKD hMSCs. (b) TGF-β signalling pathway components identified in the genome and transcriptome WT hMSCs assignment of KEGG orthology terms. microT-CDS predicted miRNAs involved in this pathway include hsa-miR-548w, hsa-miR-6833-3p, hsa-miR-4772-3p, hsa-miR-5683, hsa-miR-548ax, hsa-miR-5000-3p, hsa-miR-548az-5p, hsa-miR-513b-3p, hsa-miR-365b-5p, hsa-miR-708-5p. (c) HIPPO signalling pathway components identified in the genome and transcriptome WT hMSCs assignment of KEGG orthology terms. microT-CDS predicted miRNAs involved in this pathway include hsa-miR-3914, hsa-miR-548w, hsa-miR-6833-3p, hsa-miR-5683, hsa-miR-548ax, hsa-miR-5189-5p, hsa-miR-548az-5p, hsa-miR-708-5p, hsa-miR-4738-3p, hsa-miR-320a.

Discussion

MSCs are multipotent cells with defined ability to differentiate to bone, cartilage, and adipose tissues19. Osteoblastic differentiation of MSCs can be achieved in cell culture by morphgen induction using BMPs20, by media supplementation21, and by nanotopographic cues22. This experimental experience with MSCs has fostered great enthusiasm for the use of MSCs for clinical bone regeneration23. MSCs have been used as the cellular foundation for tissue engineered bone substitutes based on diverse combinations of scaffold materials and cytokines or growth factors24. However, there remain many challenges in translating MSCs to clinical practice of bone regeneration.

The function of MSCs in regeneration may involve direct biosynthetic roles or indirect roles for instructing targeted tissues and cells in regenerative processes. The possible paracrine actions of MSCs in tissue regeneration implies that biomolecules produced by the MSC elicit tissue repair or regeneration25. The implantation of MSCs in effort to promote tissue regeneration has been shown to modulate the immune response, induce progenitor cell differentiation, suppress apoptosis, and enhance autophagy26. These effects are associated with the MSCs secretion of factors critical for instruction of local tissue responses27. The MSC secretome is composed of soluble proteins, nucleic acids, lipids and extracellular vesicles. MSC conditioned media can substitute for the MSC in directing bone regeneration28. More recent studies have extended our understanding of exosomes as key signaling components of the MSC secretome5,29,30 and the treatment of experimental osseous defects with MSC exosomes enhances bone regeneration3133. This use of MSC exosomes in bone regeneration has potential advantages versus MSCs themselves. Included are the avoidance of concerns of immunogenicity and tumorigenicity, potential storage advantages as off-the-shelf material (for use in acute scenarios), and the large-scale production from selected or engineered cell lines to provide specifically engineered exosomes to direct specific cellular functions. These functions are, in part, the result of miRNA actions in target cells.

Among the exosome cargo, miRNAs are known to positively influence osteoinduction and bone regeneration34. However, there remains controversy regarding the significance of the miRNA cargo in signaling of osteogenesis. The protein cargo is also implicated in MSC exosome effects35. In the present study, we demonstrate that alteration of the miRNA cargo by knockdown of Dicer impairs hMSC differentiation. This was evident at the level of osteoinductive gene expression and culture mineralization and is consistent with a previous report implicating Dicer expression in bone regeneration36. Here, the reduction of otherwise highly expressed miRNAs that resulted from the knockdown of Dicer in hMSCs was associated with the reduced differentiation of DicerKD hMSCs when compared to WT hMSCs at the level of ALP activity, osteogenic gene expression and mineralization. Under mineralizing conditions in vitro, the reduction in miRNAs following knockdown of Dicer expression altered the progression of osteogenic differentiation.

Complementation experiments conducted by adding WT exosomes to DicerKD hMSC cultures resulted in the recovery of osteoinductive gene expression and culture mineralization, suggesting that the exosomes produced by WT MSC cultures contain osteoinductive cargo. With respect to ALP activity, complementation with WT exosomes was able to rescue the deficiency in DicerKD hMSCs but not in AGO2KD hMSCs indicating that the exosomal effects may primarily be mediated by exosomal cargo. In an effort to understand if transfer of miRNA via exosomes can be quantified, we evaluated the miRNA levels of some miRNAs that are prominent in MSC exosomes in WT and DicerKD cells treated with WT exosomes and compared them to untreated cells (supplementary Fig. 4). The results clearly showed that the miRNA transfer from exosomes to cells can be quantified and as expected, and the increase in miRNA levels was more apparent in the DicerKD cells compared to WT cells due the reduced levels of miRNA presence. Our miRNA-Seq and pathway analyses show that Dicer knockdown reduced miRNA expression that affected pathways central to hMSC differentiation including TGF-β pathway, hippo pathway and ECM biosynthesis pathways. Many studies indicate that individual miRNAs contribute to the regulation of osteoinduction and osteogenesis37,38. In the present study, the treatment of DicerKD cells with two miRNA mimics that were significantly downregulated in DicerKD cells (mir183-5p and miR411-5p) partially recovered cultured DicerKD cell osteoinduction. Based on miRNA-Seq data, we selected two miRNA (mir183-5p and miR411-5p) that demonstrated high levels of expression in WT hMSCs and marked reduction in Dicer KD cells. While other miRNAs with significant fold reduction could have been selected, their expression in WT hMSCs was relatively low. We did not select uncharacterized miRNAs for this purpose. These results highlight the possibility of complementing lost function or correcting dysfunction using miRNA mimics or the exosomes of hMSCs.

The relative abundance of six miRNAs were actually increased in DicerKD hMSCs. Included were miR-515-5p, miR151a-3p, miR-103a-3p, miR191-5p, miR320a-3p, and miR6894-3p. Increased expression of miRNAs with reduced Dicer activity is not unexpected as miRNAs may act at selected gene loci to repress mRNA/miRNA expression at these loci. miR 320a-3p is implicated in the inhibition of osteoblast differentiation via HOXA1039. miR 515-5p was a downregulated miRNA in osteoblasts compared to undifferentiated unrestricted somatic stem cells40. Interestingly miR 515-5p was upregulated during chondrogenesis41. miR103a-3p is known to inhibit DKK1 expression42 to affect osteogenesis and is found in multiple myeloma extracellular vesicles that may inhibit osteogenesis43. miRNA-191-5p is considered an endogenous miRNA in hMSCs44, but in DicerKD cells it is 8.47 fold higher than in WT hMSCs. These miRNAs may play a role in the complex gene regulation observed at the level of osteoinductive mRNA expression observed in Fig. 4.

Osterix expression was markedly reduced throughout the osteoinductive culture of DicerKD cells. It may be a key target of miRNA-mediated reduction in osteogenesis. Multiple miRNAs target Osterix gene expression and reduce Osterix levels and function in differentiating osteoblastic cells. Included are miR-9645, miR-21446, miR-14347 and miR14548 among others. miR-322 indirectly modulates Osterix protein expression by targeting ToB249. It is interesting that none of these miRNAs were among the 50 most prominent species in hMSC exosomes, suggesting that the miRNA control of Osterix mRNA expression is under marked direct or indirect miRNA control50. The miRNA mediated regulation of Osterix mRNA expression and related osteogenesis in cultured hMSCs merits further investigation.

In the present study, the reduction in AGO2 expression led to impaired osteogenesis as observed at the level of ALP expression, culture mineralization and early osteoinductive gene expression. AGO2 is integral to miRNA RISC complex formation and is critical to miRNA directed mRNA degradation11,12. The known function of AGO2 in human cells during miRNA mediated gene regulation strongly implicates miRNAs in the regulation of hMSC osteogenesis in culture. AGO2 is a component of the RISC complex that functions at perfect or near-perfect miRNA pairing with target genes to mediate mRNA cleavage. It is the only member of the Argonaute family that possesses endonuclease activity to regulate miRNA guided gene silencing51. AGO2 may also increase miRNA stability, but beyond this it is not known to have other functions beyond its interaction with miRNAs and targeted mRNAs. The present knockdown of AGO2 likely has generalized miRNA-mediated effects on osteoinduction and osteogenesis that recapitulate similar findings from other systems such as monocyte differentiation and angiogenesis52,53. In previous work using AGO2KD hMSCs, engineered exosomes failed to exert the effect of overexpressed miRNAs32, again indicating the significance of AGO2 in miRNA function within target cells. In this study, we have used the AGO2KD cells to implicate a role for exosomal miRNA. While ALP activity was rescued in DicerKD cells, AGO2KD cells displayed no change in ALP activity upon complementation with WT exosomes under mineralizing conditions indicating that AGO2 is required for the exosomal effects to be realized and indirectly indicaing the importance of exosomal miRNA to exosome function.

Overall, the results of these experiments further implicate the role of exosome miRNAs in hMSC osteogenic differentiation. The results also show that it is possible to restore miRNA mediated function in DicerKD cells by complementation with exosomes derived from WT hMHCs. Apart from highlighting the effects of the exosomal miRNA cargo, these results also show the impact of exosomal miRNAs on the osteogenic differentiation of hMSCs. Further investigation at the level of individual or families of miRNAs offer direct opportunities for deploying exosomes and miRNAs to achieve specific regenerative functions.

Materials and methods

Generation of Dicer and Argonaute 2 knocked-down hMSCs

Human bone marrow primary mesenchymal stem cells (hMSCs) were purchased from Lonza. HMSCs were transduced with Dicer and Argonaute 2 short hairpin RNA (shRNA) encoding lentiviral particles (Santa Cruz, sc-40489-V and sc-44409-V) according to the manufacturer’s protocol. Transduced cells were stably selected using Puromycin and knockdown was verified by immunoblotting for the respective proteins and RT-qPCR.

Dicer and Argonaute 2 gene expression knock-down monitoring

Dicer mRNA levels in Dicer knock-down (DicerKD) and wild type (WT) hMSCs, and Argonaute 2 mRNA levels in Argonaute2 knock-down (AGO2KD) and WT hMSCs were assessed using RT‑qPCR at day 1, 7 and 14 in osteogenic medium (αMEM growth medium containing 100 µg/ml ascorbic acid, 10 mM β-glycerophosphate, and 10 mM dexamethasone) (Primers are listed in Table 3). Dicer and Argonaute 2 protein levels were tested in all 3 cell types at day 1 using immunoblotting (Abcam, ab186733, 1/1000 for Argonaute 2; ab14601, 1/250 for Dicer; and Sigma, T5168, 1/2000 for Tubulin).

Table 3.

Primer sequences used for RT-qPCR.

Gene Forward (5′ → 3′) Reverse (5′ → 3′) Amplicon size (bb)
GAPDH CAGGGCTGCTTTTAACTCTGG TGGGTGGAATCATATTGGAACA 102
DICER GAGCTGTCCTATCAGATCAGGG ACTTGTTGAGCAACCTGGTTT 92
ARGOUNATE 2 TCCACCTAGACCCGACTTTGG GTGTTCCACGATTTCCCTGTT 157
RUNX2 TGGTTACTGTCATGGCGGGTA TCTCAGATCGTTGAACCTTGCTA 101
OSX (Sp7) CCTCTGCGGGACTCAACAAC AGCCCATTAGTGCTTGTAAAGG 122
BSP (SPP1) GAAGTTTCGCAGACCTGACAT GTATGCACCATTCAACTCCTCG 91
Collagen I GAGGGCCAAGACGAAGACATC CAGATCACGTCATCGCACAAC 140

Proliferation assays

In order to assess the effect of miRNAs on hMSC proliferation, WT, DicerKD and AGO2KD hMSCs were seeded in four 96-well plates (Day 0, each plate containing 0.01 × 104 cells/well, 8 wells per each cell type) in growth medium (αMEM containing 20% fetal bovine serum, 1% l-Glutamine, and 1% antibiotic–antimycotic solution). The next day (Day 1), medium was changed to either regular or osteogenic (100 µg/ml ascorbic acid, 10 mM β-glycerophosphate, and 10 mM dexamethasone) in quadruplicate per cell type. Osteoblastic proliferation was assessed at 1, 3, 5 and 7 days using a colorimetric method (CellTiter 96 Aqueous One Solution, Promega, G3582) according to the manufacturer’s protocol. The absorbance was recorded at 490 nm using a 96-well plate reader (Biotek).

In order to implicate specific miRNAs affected by knockdown of Dicer or AGO2, the effect of miR-183-5p and miR-411-5p mimics (Dharmacon, C-300559–07, C-300987-01) on the proliferation of DicerKD hMSCs was examined. Cells were seeded in four 96-well plates (each plate containing 1 × 104 cells/well, 4 wells/group) in regular growth medium. The next day (Day 0), DicerKD cells were transfected with 25 nM final concentration of either miR-183-5p or miR-411-5p mimics using Lipofectamine3000 according to the manufacturer’s protocol. Transfection was repeated on Day 3. Osteoblastic proliferation was assessed over a 7-day period at day 1, 3, 5 and 7 as described above.

Osteogenic differentiation and complementation assays

WT, DicerKD and AGO2KD hMSCs were seeded in quadruplicate in multiple 6-well plates (0.1 × 106 cells/well) in growth medium. The next day (Day 1), growth medium was replaced with osteogenic medium and cells were cultured for 14 days to induce osteoblast differentiation. In order to implicate the role of Dicer and miRNAs in the process of osteoblastic differentiation, a complementation assay was also performed using WT hMSC-derived exosomes to deliver miRNAs of WT hMSCs to DicerKD and AGO2KD cells undergoing osteoblastic differentiation. For this purpose, a back-to-back cell culture design was implemented. In brief, sets of WT cells were cultured in osteogenic medium (the same passage number and grown under similar culture condition) 2 days prior to the start of main osteogenic differentiation experiment to harvest exosomes. Each plate was used once to collect exosomes. This allowed for the addition of time point-specific (differentiation-specific) exosomes to the test cell cultures. Therefore, exosomes from equal numbers of WT hMSCs were harvested at day 1, 3, 7 and 10, and were added to the DicerKD and AGO2KD cell cultures at day 1, 3, 7 and 10. The final configuration of osteogenic cell culture was as follows: WT, DicerKD, DicerKD + WT exosomes, AGO2KD and AGO2KD + WT exosomes (Fig. 7).

Figure 7.

Figure 7

Schematic of experimental design for exosomal complementation study: WT hMSC cultures were initiated 24 h prior to DicerKD and AGO2KD cultures. At designated times, WT hMSCs were grown 24 h in serum free media before collection of media for isolation of WT hMSC exosomes. The following day, WT hMSC exosomes were added to DicerKD and AGO2KD cultures. The cells were harvested at day 1 and after 7 or 14 days for analysis of osteoblastic gene expression and culture mineralization.

Exosome isolation

For exosome isolation, WT hMSCs in osteogenic medium were washed with PBS, and then serum free osteogenic medium was added. After 24 h, the serum free media was harvested and centrifuged for 15 min at 1500×g to remove cell debris, and then was concentrated 5 times using a 100 KDa spin filter (Millipore). ExoQuick TC isolation reagent (System Biosciences) was used to isolate exosomes overnight according to the manufacturer's protocol.

Alizarin Red staining

Calcium deposition and mineralization was assessed using Alizarin Red staining in quadruplicate for each of WT, WT + WT exosomes, DicerKD, DicerKD + WT exosomes, and AGO2KD hMSCs groups at days 1, 7 and 14. Cells were washed with PBS and fixed with 4% neutral buffered PFA (pH 7.2) and kept in 4 °C until staining. All culture plates were stained at the same time with 2% Alizarin Red solution (pH 4.1) for 5 min at room temperature. The plates were washed twice with ddH2O and air dried before scanning.

Quantitation of Alizarin Red staining was performed spectrophotometrically. The stained wells were bleached using 1 ml of 10% acetic acid and 20% methanol solution for 15 min. The liquid absorbance of 100 µl of collected liquid was measured at 405 nm. Absorbance was normalized to cell number by counting the number of nuclei per well following permeabilization and staining with DAPI (VECTASHIELD, H-1200-10). Nuclei were visualized using a BioRad fluorescent microscope (4 fields per well) and the number of nuclei was digitally counted using EVOS FL Auto software (Version 31201). The absorbance reading from each well was then divided by the average number of nuclei per well to standardize the reading among different samples.

Alkaline phosphatase (ALP) activity assay

ALP activity was measured at days 1, 7 and 14 of osteoinduction in the WT, DicerKD, DicerKD + WT exosomes, AGO2KD and AGO2KD + WT exosomes hMSCs groups in quadruplicate using a colorimetric assay kit (Abcam, ab83369). At each time point, cells were washed with PBS and collected with assay buffer and kept on ice for further processing. The assay procedure was performed according to the manufacturer's protocol using 45 µg protein from each sample. Output was measured at OD 405 nm on a microplate reader (Biotek). Calculations were performed following the product’s protocol.

In addition, the effect of miR-183-5p and miR-411-5p mimics (Dharmacon, C-300559-07, C-300987-01) on the differentiation of DicerKD hMSCs was investigated. DicerKD cells were seeded in two 12-well plates (each plate containing 104 cells/well, 4 wells per each group) in regular growth medium. The next day (Day 0), DicerKD cells were transfected with 25 nM final concentration of either miR-183-5p or miR-411-5p mimics using Lipofectamine3000 according to the product’s protocol. Transfection was repeated every 3 days. ALP activity was measured at days 1, 7 and 14 in each group as described above.

RNA isolation and RT‑qPCR

RNA was extracted from WT, DicerKD, DicerKD + WT exosomes, and AGO2KD hMSCs groups at days 1, 7 and 14 following osteoinduction using miRNeasy Mini kit according to the manufacturer’s protocol. 1 μg total RNA was used for cDNA synthesis using RevertAid RT kit (Thermoscientific, Ref. K1691) according to the manufacturer's protocol, and RT‑qPCR was performed using SYBR Green PCR reagent (applied biosystems) with primers listed in Table 3. Expression levels were normalized against GAPDH and relative expression levels and fold changes of each gene were calculated via the 2−ΔΔCT method.

In order to demonstrate the successful delivery of miRNAs to DicerKD and WT hMSCs by means of WT exosomes, we isolated WT exosomes from 32 ml serum free media, resuspended the exosomes in 1600 µl of PBS and added to DicerKD and WT hMSCs cultured in 6 well plate in quadruplicate (200 µl of exosomes/well). After 2 h, the cells were harvested from DicerKD, DicerKD + WT exosomes, WT and WT + WT exosomes hMSCs groups and miRNA was isolated using miRNeasy Mini kit according to the manufacturer's protocol. 2 µg of total RNA was used to generate cDNA using miScript II RT Kit (Qiagen, Cat No. 218161) according to the manufacturer's protocol. RT‑qPCR was performed using miScript SYBR Green PCR kit (Qiagen, 1046470) according to the manufacturer's protocol with primers listed in Table S1. The selected miRNAs were highly abundant in WT exosomes and were downregulated in DicerKD cells according to our sequencing data. Expression levels were normalized against hsa-RNU-6B and relative expression levels and fold changes of each miRNA in WT + WT exosomes and DicerKD + WT exosomes groups were calculated via the 2−ΔΔCT method relative to WT and DicerKD group, respectively.

miRNA sequencing analysis

Libraries were constructed using 500 ng of total RNA from WT, DicerKD, and AGO2KD using TruSeq Small RNA Sample Prep Kit (Illumina). Libraries were multiplexed and sequenced on a HiSeq 2500 using TruSeq Rapid SBS sequencing chemistry v2. Fastq files were generated with the bclfastq v1.88.4 and adapter sequences and low-quality sequences were removed and miRNAs were identified with miRbase. To explore possible osteoinductive/osteogenic pathways impacted by miRNAs differentially expressed in DicerKD hMSCs, KEGG analysis of top 50 abundant miRNAs were performed using DIANA-miRPath v3. The heatmap of miRNAs was generated based on pathways union.

Assessment of SMAD 1/5/8 phosphorylation

DicerKD and WT hMSCs were seeded in 96-well plate (0.01 × 106 cells/well; 6 groups in total, 3 triplicates of DicerKD and 3 triplicates of WT hMSCs) in regular media. The next day, 250 ng/ml rhBMP2 was added to one DicerKD and one WT triplicate group. In one other WT and DicerKD group, 250 ng/ml of rhBMP2 and 20 μl/well of WT exosomes were added to the culture. WT exosomes were isolated prior to the start of experiment from 4 ml of serum free media and resuspended in 200 μl of regular media. Four hours after treatment, the cells were washed with PBS and fixed with 4% neutral buffered PFA, permeablized and immunostained for phosphorylated SMAD 1/5/8 and tubulin with the corresponding primary and secondary antibodies. The plates were scanned using a Licor Odyssey CLX imager. The fluorescence within the wells was quantitated using the image analysis software (Image Studio) provided with the instrument. The readings were normalized to tubulin expression.

Statistical analysis

The normal distribution of the data obtained from the experiments was evaluated using the Shapiro–Wilk test. For experiments involving two groups, Mann–Whitney U test with a confidence interval of 95% was utilized. For the experiments involving comparison of more than two groups, one-way ANOVA was performed with a confidence interval of 95%. Pairwise comparisons were performed using Tukey’s ad-hoc test with a confidence interval of 95%.

Supplementary Information

Acknowledgements

This work was supported by UIC College of Dentistry startup funds to LFC and SR as well as NIH R01 DE027404 to SR. Pilot Grant funding (LFC) was supported by the National Center for Advancing Translational Sciences, National Institutes of Health, through Grant UL1TR002003. We would like to acknowledge the support of the UIC Research Resources Center (RRC) for their assistance with electron and confocal microscopy, NTA analysis and miRNA seq analyses.

Author contributions

S.S. Performed experiments and wrote the manuscript, C.C.H. and Y.L. generated the knockdown cells, M.K. performed experiments along with S.S., S.R. and L.F.C. conceived conceptualized, wrote and edited the manuscript.

Competing interests

The authors declare no competing interests.

Footnotes

Publisher's note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Contributor Information

Sriram Ravindran, Email: sravin1@uic.edu.

Lyndon F. Cooper, Email: cooperlf@uic.edu

Supplementary Information

The online version contains supplementary material available at 10.1038/s41598-021-85306-2.

References

  • 1.Einhorn TA, Gerstenfeld LC. Fracture healing: mechanisms and interventions. Nat. Rev. Rheumatol. 2015;11:45–54. doi: 10.1038/nrrheum.2014.164. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.Reddi AH. Role of morphogenetic proteins in skeletal tissue engineering and regeneration. Nat. Biotechnol. 1998;16:247–252. doi: 10.1038/nbt0398-247. [DOI] [PubMed] [Google Scholar]
  • 3.Qasim M, Chae DS, Lee NY. Bioengineering strategies for bone and cartilage tissue regeneration using growth factors and stem cells. J. Biomed. Mater. Res. A. 2020;108:394–411. doi: 10.1002/jbm.a.36817. [DOI] [PubMed] [Google Scholar]
  • 4.Thery C, Zitvogel L, Amigorena S. Exosomes: composition, biogenesis and function. Nat. Rev. Immunol. 2002;2:569–579. doi: 10.1038/nri855. [DOI] [PubMed] [Google Scholar]
  • 5.Huang CC, et al. Evaluating the endocytosis and lineage-specification properties of mesenchymal stem cell derived extracellular vesicles for targeted therapeutic applications. Front. Pharmacol. 2020;11:163. doi: 10.3389/fphar.2020.00163. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Ambros V. The functions of animal microRNAs. Nature. 2004;431:350–355. doi: 10.1038/nature02871. [DOI] [PubMed] [Google Scholar]
  • 7.Bartel DP. MicroRNAs: genomics, biogenesis, mechanism, and function. Cell. 2004;116:281–297. doi: 10.1016/s0092-8674(04)00045-5. [DOI] [PubMed] [Google Scholar]
  • 8.Leung AK, Sharp PA. Function and localization of microRNAs in mammalian cells. Cold Spring Harb. Symp. Quant. Biol. 2006;71:29–38. doi: 10.1101/sqb.2006.71.049. [DOI] [PubMed] [Google Scholar]
  • 9.Bernstein E, et al. Dicer is essential for mouse development. Nat. Genet. 2003;35:215–217. doi: 10.1038/ng1253. [DOI] [PubMed] [Google Scholar]
  • 10.Kanellopoulou C, et al. Dicer-deficient mouse embryonic stem cells are defective in differentiation and centromeric silencing. Genes Dev. 2005;19:489–501. doi: 10.1101/gad.1248505. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Bendre A, Moritz N, Vaananen V, Maatta JA. Dicer1 ablation in osterix positive bone forming cells affects cortical bone homeostasis. Bone. 2018;106:139–147. doi: 10.1016/j.bone.2017.10.018. [DOI] [PubMed] [Google Scholar]
  • 12.Morita S, et al. One Argonaute family member, Eif2c2 (Ago2), is essential for development and appears not to be involved in DNA methylation. Genomics. 2007;89:687–696. doi: 10.1016/j.ygeno.2007.01.004. [DOI] [PubMed] [Google Scholar]
  • 13.Jee D, et al. Dual strategies for argonaute2-mediated biogenesis of erythroid miRNAs underlie conserved requirements for slicing in mammals. Mol. Cell. 2018;69:265–278. doi: 10.1016/j.molcel.2017.12.027. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Martin EC, et al. Mirna biogenesis pathway is differentially regulated during adipose derived stromal/stem cell differentiation. Adipocyte. 2018;7:96–105. doi: 10.1080/21623945.2018.1423911. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Gaur T, et al. Canonical WNT signaling promotes osteogenesis by directly stimulating Runx2 gene expression. J. Biol. Chem. 2005;280:33132–33140. doi: 10.1074/jbc.M500608200. [DOI] [PubMed] [Google Scholar]
  • 16.Miyazono K, Kamiya Y, Morikawa M. Bone morphogenetic protein receptors and signal transduction. J. Biochem. 2010;147:35–51. doi: 10.1093/jb/mvp148. [DOI] [PubMed] [Google Scholar]
  • 17.Nohe A, Keating E, Knaus P, Petersen NO. Signal transduction of bone morphogenetic protein receptors. Cell Signal. 2004;16:291–299. doi: 10.1016/j.cellsig.2003.08.011. [DOI] [PubMed] [Google Scholar]
  • 18.Miyazono K. Signal transduction by bone morphogenetic protein receptors: functional roles of Smad proteins. Bone. 1999;25:91–93. doi: 10.1016/s8756-3282(99)00113-1. [DOI] [PubMed] [Google Scholar]
  • 19.Pittenger MF, et al. Multilineage potential of adult human mesenchymal stem cells. Science. 1999;284:143–147. doi: 10.1126/science.284.5411.143. [DOI] [PubMed] [Google Scholar]
  • 20.Luu HH, et al. Distinct roles of bone morphogenetic proteins in osteogenic differentiation of mesenchymal stem cells. J. Orthop. Res. 2007;25:665–677. doi: 10.1002/jor.20359. [DOI] [PubMed] [Google Scholar]
  • 21.Vater C, Kasten P, Stiehler M. Culture media for the differentiation of mesenchymal stromal cells. Acta Biomater. 2011;7:463–477. doi: 10.1016/j.actbio.2010.07.037. [DOI] [PubMed] [Google Scholar]
  • 22.Dalby MJ, Gadegaard N, Oreffo RO. Harnessing nanotopography and integrin-matrix interactions to influence stem cell fate. Nat. Mater. 2014;13:558–569. doi: 10.1038/nmat3980. [DOI] [PubMed] [Google Scholar]
  • 23.Guan M, et al. Directing mesenchymal stem cells to bone to augment bone formation and increase bone mass. Nat. Med. 2012;18:456–462. doi: 10.1038/nm.2665. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24.Pittenger MF, et al. Mesenchymal stem cell perspective: cell biology to clinical progress. NPJ Regen Med. 2019;4:22. doi: 10.1038/s41536-019-0083-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Baraniak PR, McDevitt TC. Stem cell paracrine actions and tissue regeneration. Regen Med. 2010;5:121–143. doi: 10.2217/rme.09.74. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Mishra VK, et al. Identifying the therapeutic significance of mesenchymal stem cells. Cells. 2020 doi: 10.3390/cells9051145. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Sagaradze G, et al. Conditioned medium from human mesenchymal stromal cells: towards the clinical translation. Int. J. Mol. Sci. 2019 doi: 10.3390/ijms20071656. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28.Osugi M, et al. Conditioned media from mesenchymal stem cells enhanced bone regeneration in rat calvarial bone defects. Tissue Eng. Part A. 2012;18:1479–1489. doi: 10.1089/ten.TEA.2011.0325. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Corrigendum to: Concise review: MSC-derived exosomes for cell-free therapy. Stem Cells35, 2103. 10.1002/stem.2626 (2017). [DOI] [PubMed]
  • 30.Phinney DG, Pittenger MF. Concise review: MSC-Derived exosomes for cell-free therapy. Stem Cells. 2017;35:851–858. doi: 10.1002/stem.2575. [DOI] [PubMed] [Google Scholar]
  • 31.Takeuchi R, Katagiri W, Endo S, Kobayashi T. Exosomes from conditioned media of bone marrow-derived mesenchymal stem cells promote bone regeneration by enhancing angiogenesis. PLoS ONE. 2019;14:e0225472. doi: 10.1371/journal.pone.0225472. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32.Huang CC, et al. Functionally engineered extracellular vesicles improve bone regeneration. Acta Biomater. 2020;109:182–194. doi: 10.1016/j.actbio.2020.04.017. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Tan SHS, et al. Mesenchymal stem cell exosomes in bone regenerative strategies-a systematic review of preclinical studies. Mater Today Bio. 2020;7:100067. doi: 10.1016/j.mtbio.2020.100067. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34.Nakasa T, Yoshizuka M, Andry Usman M, Elbadry Mahmoud E, Ochi M. MicroRNAs and bone regeneration. Curr Genom. 2015;16:441–452. doi: 10.2174/1389202916666150817213630. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.Wang X, et al. Exosomes influence the behavior of human mesenchymal stem cells on titanium surfaces. Biomaterials. 2020;230:119571. doi: 10.1016/j.biomaterials.2019.119571. [DOI] [PubMed] [Google Scholar]
  • 36.Zheng L, et al. Runx2/DICER/miRNA pathway in regulating osteogenesis. J. Cell. Physiol. 2017;232:182–191. doi: 10.1002/jcp.25406. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.Huang C, Geng J, Jiang S. MicroRNAs in regulation of osteogenic differentiation of mesenchymal stem cells. Cell Tissue Res. 2017;368:229–238. doi: 10.1007/s00441-016-2462-2. [DOI] [PubMed] [Google Scholar]
  • 38.Frohlich LF. Micrornas at the interface between osteogenesis and angiogenesis as targets for bone regeneration. Cells. 2019 doi: 10.3390/cells8020121. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 39.Huang J, et al. MicroRNA-320a regulates the osteogenic differentiation of human bone marrow-derived mesenchymal stem cells by targeting HOXA10. Cell Physiol. Biochem. 2016;38:40–48. doi: 10.1159/000438607. [DOI] [PubMed] [Google Scholar]
  • 40.Bakhshandeh B, Soleimani M, Hafizi M, Paylakhi SH, Ghaemi N. MicroRNA signature associated with osteogenic lineage commitment. Mol. Biol. Rep. 2012;39:7569–7581. doi: 10.1007/s11033-012-1591-2. [DOI] [PubMed] [Google Scholar]
  • 41.Bakhshandeh B, Soleimani M, Paylakhi SH, Ghaemi N. A microRNA signature associated with chondrogenic lineage commitment. J. Genet. 2012;91:171–182. doi: 10.1007/s12041-012-0168-0. [DOI] [PubMed] [Google Scholar]
  • 42.Liu J, et al. Downregulation of LINC00707 promotes osteogenic differentiation of human bone marrowderived mesenchymal stem cells by regulating DKK1 via targeting miR103a3p. Int. J. Mol. Med. 2020;46:1029–1038. doi: 10.3892/ijmm.2020.4672. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 43.Zhang L, et al. Tumor-derived extracellular vesicles inhibit osteogenesis and exacerbate myeloma bone disease. Theranostics. 2019;9:196–209. doi: 10.7150/thno.27550. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 44.Tornero-Esteban P, et al. Signature of microRNA expression during osteogenic differentiation of bone marrow MSCs reveals a putative role of miR-335-5p in osteoarthritis. BMC Musculoskelet. Disord. 2015;16:182. doi: 10.1186/s12891-015-0652-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 45.Liu H, Liu Q, Wu XP, He HB, Fu L. MiR-96 regulates bone metabolism by targeting osterix. Clin. Exp. Pharmacol. Physiol. 2018;45:602–613. doi: 10.1111/1440-1681.12912. [DOI] [PubMed] [Google Scholar]
  • 46.Shi K, et al. MicroRNA-214 suppresses osteogenic differentiation of C2C12 myoblast cells by targeting Osterix. Bone. 2013;55:487–494. doi: 10.1016/j.bone.2013.04.002. [DOI] [PubMed] [Google Scholar]
  • 47.Li E, Zhang J, Yuan T, Ma B. MiR-143 suppresses osteogenic differentiation by targeting Osterix. Mol. Cell. Biochem. 2014;390:69–74. doi: 10.1007/s11010-013-1957-3. [DOI] [PubMed] [Google Scholar]
  • 48.Jia J, et al. miR-145 suppresses osteogenic differentiation by targeting Sp7. FEBS Lett. 2013;587:3027–3031. doi: 10.1016/j.febslet.2013.07.030. [DOI] [PubMed] [Google Scholar]
  • 49.Gamez B, Rodriguez-Carballo E, Bartrons R, Rosa JL, Ventura F. MicroRNA-322 (miR-322) and its target protein Tob2 modulate Osterix (Osx) mRNA stability. J. Biol. Chem. 2013;288:14264–14275. doi: 10.1074/jbc.M112.432104. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50.Wang C, Liao H, Cao Z. Role of Osterix and MicroRNAs in bone formation and tooth development. Med. Sci. Monit. 2016;22:2934–2942. doi: 10.12659/msm.896742. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 51.Hock J, Meister G. The Argonaute protein family. Genome Biol. 2008;9:210. doi: 10.1186/gb-2008-9-2-210. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 52.Erratum: Argonaute 2 promotes angiogenesis via the PTEN/VEGF signaling pathway in human hepatocellular carcinoma. Acta Pharmacol. Sin.39, 329. 10.1038/aps.2018.3 (2018). [DOI] [PMC free article] [PubMed]
  • 53.Ye ZL, et al. Argonaute 2 promotes angiogenesis via the PTEN/VEGF signaling pathway in human hepatocellular carcinoma. Acta Pharmacol. Sin. 2015;36:1237–1245. doi: 10.1038/aps.2015.18. [DOI] [PMC free article] [PubMed] [Google Scholar]

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