| Literature DB >> 28901412 |
Yang Liu1, Liangchen Zhong2, Dewu Liu1, Hua Ye1, Yuangui Mao1, Yanghong Hu1.
Abstract
Aberrant expression of microRNAs (miRNAs) is widely accepted to be involved in keratinocyte differentiation and to be dependent on activation of the protein kinase C (PKC) pathway. However, the miRNA profiles and biological characteristics of keratinocytes induced by specific inhibitors of PKC have yet to be elucidated. The present study aimed to explore the differential miRNA expression profiles in keratinocytes treated with the PKC inhibitor GF109203X, by conducting a bioinformatics analysis. Parts of the GF109203X‑induced keratinocytes formed distinct clones after 2 days of culture, and the expression of intergrin β1, cytokeratin (CK)19 and CK14 were positive, whereas CK10 expression was negative. A total of 79 miRNAs were differentially expressed in keratinocytes treated with GF109203X, among which 45 miRNAs were upregulated and 34 were downregulated. The significantly upregulated microRNAs includedhsa‑miR‑1‑3p and miR‑181c‑5p, whereas hsa‑miR‑31‑5p and hsa‑let‑7c‑3p were significantly downregulated. In addition, the results of reverse transcription‑quantitative polymerase chain reaction exhibited consistency with the microarray results. An enrichment analysis demonstrated that certain target genes of the differentially expressed miRNAs serve an important role in cell proliferation and differentiation, cell cycle progression and apoptosis, etc. These results revealed that GF109203X induced the differential expression of certain miRNAs when keratinocytes began showing the characteristics of epidermal‑like stem cells, which may provide a novel approach for wound healing and regeneration of skin tissues.Entities:
Mesh:
Substances:
Year: 2017 PMID: 28901412 PMCID: PMC5865793 DOI: 10.3892/mmr.2017.7447
Source DB: PubMed Journal: Mol Med Rep ISSN: 1791-2997 Impact factor: 2.952
Primer sequences used for quantitative polymerase chain reaction.
| miRNA | Sequences | Annealing temperature (°C) | Product length (bp) |
|---|---|---|---|
| U6 | F:5′GCTTCGGCAGCACATATACTAAAAT3′ | ||
| R:5′CGCTTCACGAATTTGCGTGTCAT3′ | 60 | 89 | |
| hsa-miR-1-3p | GSP:5′GGGGCTGGAATGTAAAGAAGT3′ | ||
| R:5′GTGCGTGTCGTGGAGTCG3′ | 60 | 65 | |
| hsa-miR-31-5p | F:5′GGAGGCAAGATGCTGGC3′ | ||
| R:5′CAGTGCGTGTCGTGGAGT3′ | 60 | 64 |
miRNA/miR, microRNA; F, forward; R, reverse.
RNA quantification and quality assurance, as determined by NanoDropND-1000.
| Group | OD260/280 ratio | OD260/230 ratio | Concentration (ng/µl) | Quantity (ng) | Result |
|---|---|---|---|---|---|
| EXP | 1.85 | 2.12 | 101.82 | 1018.2 | Pass |
| CON | 1.86 | 2.06 | 337.7 | 3377 | Pass |
EXP, experimental; CON, control; OD, optical density.
Figure 1.(A) Ribosomal RNA on a denaturing agarose gel. Lane 1, EXP group; lane 2, CON group. (B) Scatter plot for fluorescence signal intensity of the miRNAs in the two groups. Axes represent the fluorescence signal intensity of the miRNAs in chips, and each point represents the fluorescence signal intensity of one probe set (miRNA). (C) Hierarchical clustering in the EXP and CON groups. Red represents up-regulation, green represents down-regulation. EXP, experimental; CON, control; miRNA, microRNA.
Differential expression of miRNAs.
| miRNA probe ID | miRNA | EXP/CON |
|---|---|---|
| Upregulated | ||
| 10916 | hsa-miR-1-3p | 5.026537 |
| 42660 | hsa-miR-144-5p | 3.747800 |
| 145844 | hsa-miR-374a-5p | 3.715758 |
| 148228 | hsa-miR-3656 | 3.560661 |
| 168635 | hsa-miR-378e | 3.138800 |
| 147755 | hsa-miR-378c | 2.817634 |
| 42654 | hsa-miR-483-5p | 2.683051 |
| 46944 | hsa-miR-1297 | 2.674556 |
| 147851 | hsa-miR-3201 | 2.632528 |
| 147604 | hsa-miR-4285 | 2.624769 |
| 29577 | hsa-miR-374a-3p | 2.570440 |
| 168935 | hsa-miR-4687-3p | 2.562501 |
| 146072 | hsa-miR-1469 | 2.484515 |
| 168944 | hsa-miR-4707-5p | 2.460301 |
| 17752 | hsa-let-7f-5p | 2.456365 |
| 11053 | hsa-miR-32-5p | 2.405171 |
| 33596 | hsa-miR-126-5p | 2.382427 |
| 147926 | hsa-miR-4329 | 2.377924 |
| 27536 | hsa-miR-190a-5p | 2.370629 |
| 42782 | hcmv-miR-UL148D | 2.338837 |
| 42640 | hsa-miR-20b-5p | 2.337647 |
| 11004 | hsa-miR-203a-3p | 2.295231 |
| 169221 | hsa-miR-4748 | 2.294769 |
| 169230 | hsa-miR-4747-3p | 2.281731 |
| 17503 | hsa-miR-590-5p | 2.268278 |
| 147840 | hsv2-miR-H9-3p | 2.262449 |
| 4040 | hsa-miR-9-5p | 2.239972 |
| 169395 | hsa-miR-4484 | 2.239785 |
| 148620 | hsa-miR-454-3p | 2.196783 |
| 42800 | hsa-miR-582-5p | 2.188416 |
| 17315 | kshv-miR-K12-3-3p | 2.175560 |
| 169399 | hsa-miR-4750-5p | 2.144243 |
| 10923 | hsa-miR-107 | 2.143846 |
| 169183 | hsa-miR-4644 | 2.128833 |
| 169170 | hsa-miR-4472 | 2.104725 |
| 146089 | hsv1-miR-H8-5p | 2.094303 |
| 168696 | hsa-miR-4739 | 2.094056 |
| 168893 | hsa-miR-4505 | 2.093298 |
| 169272 | hsa-miR-4419b | 2.080859 |
| 42496 | hsa-miR-181c-5p | 2.041768 |
| 169110 | hsa-miR-4497 | 2.040852 |
| 168670 | hsa-miR-4694-5p | 2.031255 |
| 146086 | hsa-miR-30a-5p | 2.030778 |
| 148509 | hsa-miR-328-5p | 2.028205 |
| 169375 | Has-miR-660-3p | 2.005712 |
| Downregulated | ||
| 11052 | hsa-miR-31-5p | 13.901180 |
| 42668 | hsa-let-7c-3p | 7.137004 |
| 42959 | hsa-miR-514a-3p | 6.094606 |
| 169159 | hsa-miR-4521 | 4.968959 |
| 147809 | hsa-miR-514b-3p | 4.793510 |
| 17848 | hsa-miRPlus-A1087 | 4.497239 |
| 42686 | hsa-miR-136-3p | 4.108723 |
| 148402 | hsa-miR-3920 | 3.275565 |
| 145689 | hsa-miR-543 | 2.614642 |
| 42516 | kshv-miR-K12-12-5p | 2.564381 |
| 147842 | hsv2-miR-H11-5p | 2.556539 |
| 11023 | hsa-miR-222-3p | 2.505895 |
| 145838 | hsa-miR-125b-1-3p | 2.407407 |
| 11140 | hsa-miR-508-3p | 2.396755 |
| 11139 | hsa-miR-507 | 2.307986 |
| 29379 | hsa-miR-452-5p | 2.302862 |
| 168958 | hsa-miR-2681-5p | 2.283967 |
| 11037 | hsa-miR-299-3p | 2.269868 |
| 145914 | hsa-miR-135b-5p | 2.266023 |
| 168606 | hsa-miR-4633-5p | 2.253791 |
| 169239 | hsa-miR-4732-5p | 2.236971 |
| 46789 | hsa-miR-513b-5p | 2.213730 |
| 169379 | hsa-miR-4694-3p | 2.194923 |
| 147501 | hsa-miR-98-3p | 2.165957 |
| 46917 | hsa-miR-205-5p | 2.142624 |
| 145751 | hsa-miR-23b-5p | 2.138643 |
| 148278 | hsa-miR-138-2-3p | 2.126352 |
| 168963 | hsa-miR-664b-5p | 2.123429 |
| 146111 | hsa-miR-767-5p | 2.105775 |
| 168953 | hsa-miR-4704-5p | 2.097161 |
| 146165 | hsa-miR-1973 | 2.089585 |
| 29190 | hsa-miR-708-5p | 2.072155 |
| 17818 | hsa-miR-27a-5p | 2.064144 |
| 31076 | hsa-miR-559 | 2.018320 |
miR/miRNA, microRNA; EXP, experimental; CON, control.
Figure 2.(A-C) Amplification and (D-F) dissociation curve charts for (A and D) hsa-miR-1-3p, (B and E) hsa-miR-31-5p and (C and F) U6. In the amplification curve charts, the x-axis represents cycle number and the y-axis represents the real-time fluorescence signal intensity of the corresponding cycle number. In the dissociation curve charts, the x-axis represents the temperature of the RT-qPCR products and the y-axis represents the real-time fluorescence-signal-intensity change rate with increasing temperature. Differently colored curves correspond to different RT-qPCRs. miR, microRNA; RT-qPCR, reverse transcription-quantitative polymerase chain reaction.
Enriched terms in GO biological process.
| Term ID | Term name | Hit number |
|---|---|---|
| GO:0006351 | Transcription, DNA-dependent | 514 |
| GO:0006355 | Regulation of transcription, DNA-dependent | 328 |
| GO:0045944 | Positive regulation of transcription from RNA polymerase II promoter | 259 |
| GO:0007165 | Signal transduction | 243 |
| GO:0006915 | Apoptotic process | 216 |
| GO:0045893 | Positive regulation of transcription, DNA-dependent | 200 |
| GO:0000122 | Negative regulation of transcription from RNA polymerase II promoter | 198 |
| GO:0010467 | Gene expression | 181 |
| GO:0045892 | Negative regulation of transcription, DNA-dependent | 161 |
| GO:0043066 | Negative regulation of apoptotic process | 143 |
| GO:0008285 | Negative regulation of cell proliferation | 123 |
| GO:0006366 | Transcription from RNA polymerase II promoter | 112 |
| GO:0008284 | Positive regulation of cell proliferation | 105 |
| GO:0008283 | Cell proliferation | 99 |
| GO:0051301 | Cell division | 94 |
| GO:0007049 | Cell cycle | 85 |
| GO:0006357 | Regulation of transcription from RNA polymerase II promoter | 79 |
| GO:0006367 | Transcription initiation from RNA polymerase II promoter | 73 |
| GO:0016055 | Wnt receptor signaling pathway | 65 |
| GO:0001525 | Angiogenesis | 65 |
| GO:0043065 | Positive regulation of apoptotic process | 64 |
| GO:0007173 | Epidermal growth factor receptor signaling pathway | 62 |
| GO:0006917 | Induction of apoptosis | 60 |
| GO:0007050 | Cell cycle arrest | 58 |
| GO:0007067 | Mitosis | 58 |
| GO:0000082 | G1/S transition of mitotic cell cycle | 47 |
| GO:0007243 | Intracellular protein kinase cascade | 43 |
| GO:0007219 | Notch signaling pathway | 43 |
| GO:0006260 | DNA replication | 42 |
| GO:0030335 | Positive regulation of cell migration | 41 |
| GO:0016477 | Cell migration | 40 |
| GO:0019827 | Stem cell maintenance | 40 |
GO, Gene Ontology.
Enriched terms in GO cell component.
| Term Id | Term name | Hit number |
|---|---|---|
| GO:0005634 | Nucleus | 1,321 |
| GO:0005737 | Cytoplasm | 1,104 |
| GO:0005829 | Cytosol | 668 |
| GO:0005730 | Nucleolus | 459 |
| GO:0005654 | Nucleoplasm | 303 |
| GO:0005794 | Golgi apparatus | 213 |
| GO:0016020 | Membrane | 198 |
| GO:0005783 | Endoplasmic reticulum | 168 |
| GO:0005789 | Endoplasmic reticulum membrane | 167 |
| GO:0048471 | Perinuclear region of cytoplasm | 150 |
| GO:0000139 | Golgi membrane | 139 |
| GO:0043231 | Intracellular membrane-bounded organelle | 110 |
| GO:0005667 | Transcription factor complex | 83 |
| GO:0005925 | Focal adhesion | 50 |
| GO:0031965 | Nuclear membrane | 50 |
| GO:0005765 | Lysosomal membrane | 43 |
| GO:0005938 | Cell cortex | 40 |
| GO:0005741 | Mitochondrial outer membrane | 39 |
| GO:0005911 | Cell-cell junction | 36 |
| GO:0005819 | Spindle | 34 |
| GO:0000790 | Nuclear chromatin | 32 |
| GO:0000151 | Ubiquitin ligase complex | 25 |
| GO:0017053 | Transcriptional repressor complex | 22 |
GO, Gene Ontology.
Pathways associated with the differentially expressed miRNAs.
| Pathway | Function | Related differentially expressed miRNAs |
|---|---|---|
| PI3K-Akt signaling pathway | Activated by many types of cellular stimuli or toxic insults; regulates fundamental cellular functions, including transcription, translation, proliferation, growth and survival | hsa-miR-181c-5p, hsa-miR-20b-5p, hsa-miR-1297, hsa-miR-378e, hsa-miR-378c |
| MAPK signaling pathway | Highly conserved module, involved in various cellular functions, including cell proliferation, differentiation and migration | hsa-miR-181c-5p, hsa-miR-20b-5p, hsa-miR-374a-5p, hsa-miR-590-5p, hsa-let-7f-5p, hsa-miR-378c, hsa-miR-299-3p |
| Protein processing in endoplasmic reticulum | Promotes cell apoptosis | hsa-miR-181c-5p, hsa-miR-1297, hsa-miR-374a-5p, hsa-miR-299-3p, hsa-miR-20b-5p |
| Focal adhesion | Serves essential roles in important biological processes, including cell motility, cell proliferation, cell differentiation, regulation of gene expression and cell survival | hsa-miR-1-3p, hsa-miR-181c-5p, hsa-miR-20b-5p, hsa-miR-374a-5p, hsa-miR-378e, hsa-miR-4644, hsa-miR-378c |
| Hippo signaling pathway | Promotes Mats localization in the cytoplasm, leading to cell apoptosis and restricting organ size overgrowth | hsa-miR-20b-5p, hsa-miR-374a-5p, hsa-miR-4644 |
| Wnt signaling pathway | Required for basic developmental processes, including cell-fate specification, progenitor-cell proliferation and control of asymmetric cell division | hsa-miR-20b-5p, hsa-miR-1297, hsa-miR-374a-5p, hsa-miR-222-3p, hsa-miR-135b-5p |
| Cell cycle | Regulation of cell mitosis | hsa-miR-1-3p, hsa-miR-20b-5p, hsa-miR-1297 |
| TGF-β signaling pathway | TGF-β family members are involved in a wide spectrum of cellular functions, including proliferation, apoptosis, differentiation and migration | hsa-miR-181c-5p, hsa-miR-20b-5p, hsa-miR-374a-5p, hsa-miR-590-5p, hsa-miR-454-3p, hsa-miR-135b-5p |
| Adherens junction | Important for maintaining tissue architecture and cell polarity, and can limit cell movement and proliferation | hsa-miR-181c-5p, hsa-miR-1-3p, hsa-miR-20b-5p, hsa-miR-378e, hsa-miR-4644, hsa-miR-378c |
| p53 signaling pathway | p53 activation is induced by a number of stress signals, including DNA damage, oxidative stress and activated oncogenes, thus resulting in three major outputs: Cell cycle arrest, cellular senescence and apoptosis | hsa-miR-1297 |
| Apoptosis | Apoptosis is a genetically controlled mechanism of cell death involved in the regulation of tissue homeostasis | hsa-miR-20b-5p |
| Hedgehog signaling pathway | Involved in control of stem cell proliferation in adult tissues | hsa-miR-4644 |
| mTOR signaling pathway | Regulates cell growth and cell differentiation | hsa-miR-181c-5p, hsa-miR-20b-5p, hsa-miR-454-3p |
| ErbB signaling pathway | Regulates diverse biological responses, including proliferation, differentiation, cell motility and survival | hsa-miR-181c-5p, hsa-miR-378e, hsa-miR-4644, hsa-miR-378c |
| VEGF signaling pathway | Mediates the proliferation and migration of endothelial cells, and promotes their survival and vascular permeability | hsa-miR-1-3p, hsa-miR-4644 |
miRNA/miR, microRNA; PI3K, phosphoinositide 3-kinase; MAPK, mitogen-activated protein kinase; TGF, transforming growth factor; mTOR, mammalian target of rapamycin; VEGF, vascular endothelial growth factor.
Enriched terms in GO molecular functions.
| Term ID | Term name | Hit number |
|---|---|---|
| GO:0005515 | Protein binding | 1,554 |
| GO:0003677 | DNA binding | 428 |
| GO:0005524 | ATP binding | 413 |
| GO:0003700 | Sequence-specific DNA binding transcription factor activity | 295 |
| GO:0043565 | Sequence-specific DNA binding | 166 |
| GO:0003723 | RNA binding | 142 |
| GO:0003682 | Chromatin binding | 126 |
| GO:0008134 | Transcription factor binding | 111 |
| GO:0042802 | Identical protein binding | 109 |
| GO:0019901 | Protein kinase binding | 104 |
| GO:0005525 | GTP binding | 98 |
| GO:0003713 | Transcription coactivator activity | 91 |
| GO:0003714 | Transcription corepressor activity | 70 |
| GO:0004672 | Protein kinase activity | 70 |
| GO:0019899 | Enzyme binding | 67 |
| GO:0003924 | GTPase activity | 67 |
| GO:0044212 | Transcription regulatory region DNA binding | 63 |
| GO:0019904 | Protein domain specific binding | 58 |
| GO:0008022 | Protein C-terminus binding | 51 |
| GO:0003705 | RNA polymerase II distal enhancer sequence-specific | 39 |
| DNA binding transcription factor activity | ||
| GO:0005096 | GTPase activator activity | 37 |
| GO:0004725 | Protein tyrosine phosphatase activity | 36 |
| GO:0001077 | RNA polymerase II core promoter proximal region | 32 |
| Sequence-specific DNA binding transcription factor | ||
| Activity involved in positive regulation of transcription |
GO, Gene Ontology.