| Literature DB >> 26788424 |
Norlaily Mohd Ali1, Lily Boo1, Swee Keong Yeap2, Huynh Ky3, Dilan A Satharasinghe4, Woan Charn Liew2, Han Kiat Ong1, Soon Keng Cheong5, Tunku Kamarul6.
Abstract
Decline in the therapeutic potential of bone marrow-derived mesenchymal stem cells (MSC) is often seen with older donors as compared to young. Although hypoxia is known as an approach to improve the therapeutic potential of MSC in term of cell proliferation and differentiation capacity, its effects on MSC from aged donors have not been well studied. To evaluate the influence of hypoxia on different age groups, MSC from young (<30 years) and aged (>60 years) donors were expanded under hypoxic (5% O2) and normal (20% O2) culture conditions. MSC from old donors exhibited a reduction in proliferation rate and differentiation potential together with the accumulation of senescence features compared to that of young donors. However, MSC cultured under hypoxic condition showed enhanced self-renewing and proliferation capacity in both age groups as compared to normal condition. Bioinformatic analysis of the gene ontology (GO) and KEGG pathway under hypoxic culture condition identified hypoxia-inducible miRNAs that were found to target transcriptional activity leading to enhanced cell proliferation, migration as well as decrease in growth arrest and apoptosis through the activation of multiple signaling pathways. Overall, differentially expressed miRNA provided additional information to describe the biological changes of young and aged MSCs expansion under hypoxic culture condition at the molecular level. Based on our findings, the therapeutic potential hierarchy of MSC according to donor's age group and culture conditions can be categorized in the following order: young (hypoxia) > young (normoxia) > old aged (hypoxia) > old aged (normoxia).Entities:
Keywords: Age; Bone-marrow; Differentiation; Hypoxia; Mesenchymal stem cells; MicroRNA; Next generation sequencing; Proliferation
Year: 2016 PMID: 26788424 PMCID: PMC4715434 DOI: 10.7717/peerj.1536
Source DB: PubMed Journal: PeerJ ISSN: 2167-8359 Impact factor: 2.984
The accession number and target sequence of the primers used in the quantitative real-time PCR assay.
| Name | Accession number | Target sequence |
|---|---|---|
| hsa-miR-200a-3p (Reference) | MIMAT0000682 | UAACACUGUCUGGUAACGAUGU |
| hsa-miR-122-5p (Reference) | MIMAT0000421 | UGGAGUGUGACAAUGGUGUUUG |
| hsa-miR-34b-3p | MIMAT0004676 | CAAUCACUAACUCCACUGCCAU |
| hsa-miR-210 | MIMAT0000267 | CUGUGCGUGUGACAGCGGCUGA |
| hsa-miR-19b-3p | MIMAT0000074 | UGUGCAAAUCCAUGCAAAACUGA |
| hsa-miR-33a-5p | MIMAT0000091 | GUGCAUUGUAGUUGCAUUGCA |
| hsa-miR-21-5p | MIMAT0000076 | UAGCUUAUCAGACUGAUGUUGA |
Figure 1MSC characterization.
(A) Immunophenotyping of BM-MSC from young and aged donors (n = 3). Representative graphs were all positive for CD105, CD90, CD44 and negative for CD19; (B) Cumulative population doubling (CPD) of MSC expanded under normal and hypoxic conditions at p15; (C) BM-MSC morphology during culture expansion under normal and hypoxic at low passage (P5) and high passage (P15). Arrow indicates differentiated cells that have changed in size and morphology with evidence of cytoplasm spreading (n = 3). (Magnification of × 10 scale bar = 100 μm); (D) Mesodermal differentiation of young and aged MSCs post exposure to hypoxia. Cells from young and aged MSCs (p15) were cultured in standard medium (control), osteogenic induction medium and adipogenic induction medium respectively. (Magnification of = 20 scale bar = 100 μm); (E) Representative reverse-transcription polymerase chain reaction run on 2% of agarose gel showing expression of aP2 and adiponectin by adipocytes and RUNX2 and osteopontin by osteocytes cells, induced from human bone-marrow mesenchymal stem cells. Control cells without induction medium treatment either did not show any expression or showed lower level of expression of the above markers than the differentiated cells; (F) Senescence-associated βGal activity in MSC of normal vs Hypoxic at p15. Results are considered as significantly changed when *p < 0.05 using one-way ANOVA.
Figure 2NGS Workflow.
Workflow of a miRNA next generation sequencing procedure and data mining.
Figure 3Venn-diagram and PCA plot.
(A) Venn-diagram illustrating groups of miRs that are commonly upregulated and downregulated in young donors, (B) Venn-diagram illustrating groups of miRs that are commonly upregulated and downregulated in old donors, (C) Principal component analyses indicating the relative distances between the miRNA profiles of different age groups and hypoxic treatment populations.
List of differentially expressed miRNAs of MSC from young and aged donors cultured under hypoxic (Hx) culture condition relative to normal (nx) culture condition.
| miRNA of young MSC | Fold change >2 (Hx/nx) | p-value |
|---|---|---|
| mir-210 | 13.64 | 0.0119 |
| mir-423 | 2.58 | 0.0105 |
| mir-1468 | 2.30 | 0.0243 |
| mir-21 | 2.26 | 0.0197 |
| mir-3605 | 2.21 | 0.0061 |
| mir-625 | 2.20 | 0.0709 |
| mir-155 | 2.08 | 0.0071 |
| mir-3065 | 2.07 | 0.0082 |
| mir-138-1 | 2.06 | 0.0034 |
| mir-424 | −2.85 | 0.0073 |
| let-7i | −3.22 | 0.0038 |
| mir-655 | −3.67 | 0.0323 |
| mir-33a | −4.15 | 0.0182 |
|
|
|
|
| mir-7977 | 2.55 | 0.0350 |
| mir-195 | 2.15 | 0.0061 |
| mir-19b | −2.58 | 0.0280 |
| mir-21 | −2.61 | 0.0089 |
| mir-99a | −2.74 | 0.0168 |
| mir-708 | −3.17 | 0.0030 |
| mir-1185-1 | −3.23 | 0.0048 |
| mir-590 | −3.24 | 0.0102 |
| mir-455 | −3.46 | 0.0039 |
| mir-374a | −3.53 | 0.0315 |
| mir-381 | −3.53 | 0.0340 |
| mir-126 | −3.87 | 0.0019 |
| mir-196a-2 | −3.99 | 0.0340 |
| mir-136 | −4.03 | 0.0081 |
| mir-100 | −4.29 | 0.0062 |
| mir-34b | −4.33 | 0.0159 |
| mir-542 | −4.35 | 0.0277 |
| mir-376a-1 | −4.35 | 0.0307 |
| mir-1197 | −4.53 | 0.0053 |
| let-7f-2 | −4.69 | 0.0045 |
| mir-1228 | −4.70 | 0.0091 |
| mir-2355 | −4.73 | 0.0143 |
| mir-148b | −4.79 | 0.0729 |
| mir-33a | −4.84 | 0.0295 |
| mir-551b | −4.88 | 0.0013 |
| mir-483 | −6.29 | 0.0061 |
| mir-29a | −6.40 | 0.0003 |
| mir-378a | −6.56 | 0.0114 |
| mir-376b | −8.12 | 0.0039 |
| mir-561 | −8.28 | 0.0006 |
| mir-29b-1//mir-29b-2 | −9.30 | 0.0340 |
| mir-193a | −11.88 | 0.0315 |
| mir-627 | −15.00 | 0.0483 |
Note:
(P < 0.05) with at least two-fold change.
The top 10 of highly enriched gene ontology (GO) terms of biological processes in predicted targets miRNAs (fold change >2) of MSC from young and aged donors cultured under hypoxic (Hx) culture condition relative to normal (nx) culture condition.
| Function | p-value | Count | % | Fold enrichment |
|---|---|---|---|---|
|
| ||||
| Regulation of transcription from RNA polymerase II promoter in response to oxidative stress GO:0043619 | 3.70E–02 | 3 | 0.2 | 9 |
| 9.50E–03 | 4 | 0.3 | 8 | |
| 5.80E–02 | 3 | 0.2 | 7.2 | |
| 5.80E–02 | 3 | 0.2 | 7.2 | |
| 5.80E–02 | 3 | 0.2 | 7.2 | |
| 5.80E–02 | 3 | 0.2 | 7.2 | |
| 5.80E–02 | 3 | 0.2 | 7.2 | |
| 5.80E–02 | 3 | 0.2 | 7.2 | |
| 1.60E–02 | 4 | 0.3 | 6.9 | |
| 2.30E–02 | 4 | 0.3 | 6 | |
|
| ||||
| 4.00E–02 | 2 | 0.6 | 49.2 | |
| 4.00E–02 | 2 | 0.6 | 49.2 | |
| 6.00E–02 | 2 | 0.6 | 32.8 | |
| 9.70E–02 | 2 | 0.6 | 19.7 | |
| 1.30E–02 | 3 | 0.8 | 16.4 | |
| 1.30E–02 | 3 | 0.8 | 16.4 | |
| 1.30E–02 | 3 | 0.8 | 16.4 | |
| 4.50E–03 | 4 | 1.1 | 11.6 | |
| 3.20E–02 | 3 | 0.8 | 10.5 | |
| 3.60E–02 | 3 | 0.8 | 9.8 | |
KEGG pathways enrichment of miRNA target predicted genes (fold change >2) of MSC from young and aged donors cultured under hypoxic (Hx) culture condition relative to normal (nx) culture condition.
| Pathways | Count | % | P-value | Fold enrichment | Benjamini | FDR |
|---|---|---|---|---|---|---|
|
| ||||||
| GnRH signaling pathway | 17 | 1.1 | 1.30E-03 | 2.4 | 2.00E-01 | 1.50E + 00 |
|
| 16 | 1 | 3.80E-03 | 2.3 | 2.00E-01 | 4.50E + 00 |
|
| 16 | 1 | 1.20E-02 | 2 | 4.00E-01 | 1.40E + 01 |
|
| 9 | 0.6 | 1.60E-02 | 2.7 | 4.30E-01 | 1.80E + 01 |
| Gap junction | 13 | 0.9 | 2.20E-02 | 2.1 | 4.20E-01 | 2.40E + 01 |
|
| 29 | 1.9 | 2.20E-02 | 1.5 | 4.70E-01 | 2.30E + 01 |
|
| 18 | 1.2 | 3.70E-02 | 1.7 | 5.20E-01 | 3.70E + 01 |
|
| 12 | 0.8 | 4.20E-02 | 1.9 | 5.20E-01 | 4.10E + 01 |
|
| 11 | 0.7 | 4.40E-02 | 2 | 5.00E-01 | 4.20E + 01 |
|
| 10 | 0.7 | 4.90E-02 | 2.1 | 5.10E-01 | 4.60E + 01 |
|
| ||||||
| Insulin signaling pathway | 10 | 2.8 | 1.70E-03 | 3.6 | 1.90E-01 | 2.00E + 00 |
|
| 9 | 2.5 | 1.20E-02 | 2.9 | 3.10E-01 | 1.30E + 01 |
|
| 6 | 1.7 | 1.30E-02 | 4.2 | 2.60E-01 | 1.40E + 01 |
| B cell receptor signaling pathway | 6 | 1.7 | 1.90E-02 | 3.8 | 3.10E-01 | 2.00E + 01 |
|
| 7 | 2 | 4.40E-02 | 2.7 | 3.20E-01 | 4.00E + 01 |
|
| 11 | 3.1 | 4.80E-02 | 2 | 3.20E-01 | 4.30E + 01 |
|
| 8 | 2.2 | 7.10E-02 | 2.2 | 3.80E-01 | 5.70E + 01 |
|
| 4 | 1.1 | 7.20E-02 | 4.1 | 3.60E-01 | 5.80E + 01 |
| mTOR signaling pathway | 4 | 1.1 | 9.10E-02 | 3.7 | 4.20E-01 | 6.70E + 01 |
Figure 4qPCR validation and correlation plot.
Reproducibility of NGS and comparison of miRNA expression between NGS and qPCR analysis. (A) qPCR analysis in MSC of young and old age donors, (B) Correlation plot comparing the Fold change values of qPCR with the log2 of the NGS in young donors, (C) Correlation plot comparing the Fold change values of qPCR with the log2 of the NGS in old donors. Corresponding R2 values were determined by linear regression analysis.
The top 5 of highly predicted target genes of differentially expressed miRNAs in young and aged MSCs identified using target prediction program miRDB.
|
|
|
|
| Insulin-like growth factor 2 (somatomedin A) |
|
| Fibroblast growth factor receptor-like 1 |
|
| Protein tyrosine phosphatase, non-receptor type 21 |
|
| Iron-sulfur cluster scaffold homolog (E. coli) |
|
| Solute carrier family 25, member 26 |
|
| Gene description |
| FGF2 | Fibroblast growth factor 2 (basic) |
|
| Myotubularin related protein 3 |
|
| Calcium/calmodulin-dependent serine protein kinase (MAGUK family) |
|
| WEE1 homolog (S. pombe) |
|
| Cyclin E1 |