Background
Methods
Cell culture and NP treatment
Cell viability assay
RNA isolation
miRNA expression microarray analysis
Gene expression microarray analysis
Microarray data analysis
Prediction of miRNA targets and their functional classification
Quantitative RT-PCR
Results and Discussion
Cytotoxic effects of NP on TM4 cells
miRNA expression profiling in NP-treated TM4 cells
miRNAs | ||
---|---|---|
Time point | Up-regulated | Down-regulated |
3 h (n = 59) | (n = 35) | (n = 24) |
miR-125a-3p, miR-145, miR-148a, miR-181c, miR-196a, miR-202-5p, miR-208b, miR-23b, miR-297a*, miR-297c, miR-29b*, miR-30c, miR-320, miR-367, miR-378, miR-383, miR-421, miR-450b-5p, miR-451, miR-452, miR-466f-3p, miR-466g, miR-467a*, miR-467e*, miR-470*, miR-471, miR-483, miR-484, miR-487b, miR-574-3p, miR-574-5p, miR-669a, miR-697, miR-720, miR-764-5p | let-7g, miR-107, miR-10a, miR-140, miR-15a, miR-15b, miR-181d, miR-224, miR-199b*, , miR-26a, miR-296-5p, miR-29c, miR-31*, miR-324-5p, miR-331-3p, miR-335-5p, miR-342-3p, miR-362-3p, miR-466a-3p, miR-509-5p, miR-680, miR-689, miR-712, miR-879 | |
24 h (n = 147) | (n = 47) | (n = 100) |
let-7b, miR-101a, miR-125a-3p, miR-135a*, miR-139-3p, miR-142-5p, miR-146b*, miR-181a, miR-186*, miR-193, miR-195, miR-203, miR-212, miR-297c, miR-30b*, miR-30c-2*, miR-335-5p, miR-362-5p, miR-380-3p, miR-382, miR-421, miR-448, miR-423-5p, miR-452, miR-466c-5p, miR-467b*, miR-483, miR-509-5p, miR-568, miR-542-3p, miR-574-3p, miR-574-5p, miR-669a, miR-670, miR-671-5p, miR-680, miR-689, miR-709, miR-712, miR-719, miR-720, miR-721, miR-759, miR-802, miR-876-3p, miR-882, miR-883a-5p | let-7a, let-7d, let-7e, let-7f, let-7g, let-7i, miR-101b, miR-103, miR-107, miR-10a, miR-10b, miR-122, miR-125a-5p, miR-125b-5p, miR-126-3p, miR-130a, miR-140*, miR-144, miR-148b, miR-151-5p, miR-155, miR-15a, miR-15b, miR-16, miR-17*, miR-183, miR-186, miR-18a, miR-190, miR-193b, miR-196b, miR-199a-3p, miR-199a-5p, miR-199b*, miR-19a, miR-208b, miR-20a, miR-21, miR-214, miR-22, miR-221, miR-222, miR-23a, miR-23b, miR-24, miR-25, miR-26a, miR-26b, miR-27a, miR-29a, miR-29b, miR-29b*, miR-29c, miR-301a, miR-30a, miR-30d, miR-30e, miR-31, miR-322, miR-323-3p, miR-324-5p, miR-331-3p, miR-335-3p, miR-338-3p, miR-338-5p, miR-340-5p, miR-342-3p, miR-345-5p, miR-34c, miR-350, miR-361, miR-365, miR-367, miR-369-3p, miR-370, miR-374, miR-376b, miR-376c*,miR-378, miR-450b-3p, miR-453, miR-463, miR-466b-5p, miR-466f-3p, miR-487b, miR-500, miR-582-5p, miR-652, miR-674*, miR-682, miR-687, miR-690, miR-705, miR-706, miR-741, miR-92a*, miR-875-5p, miR-93, miR-96, miR-99b |
Gene expression profiling of NP-treated TM4 cells
Function | No. of genes | |
---|---|---|
3 h | 24 h | |
Transport | 77 | 278 |
Signal transduction | 102 | 250 |
Transcription | 73 | 169 |
Cell differentiation | 38 | 119 |
Cell cycle | 28 | 100 |
Response to stress | 38 | 78 |
Lipid metabolism | 20 | 75 |
Apoptosis | 28 | 70 |
Cell adhesion | 23 | 70 |
Behavior | 11 | 59* |
Cell proliferation | 19 | 54 |
Protein biosynthesis | 18 | 54 |
Immune response | 20 | 42 |
Angiogenesis | 10 | 29 |
Homeostasis | 7 | 28 |
Growth | 6 | 26 |
Cell-cell signaling | 7 | 19 |
Gametogenesis | 3 | 17* |
Spermatogenesis | 1 | 12* |
Inflammatory response | 6 | 10 |
Total number of genes
|
535
|
1,559
|
Comprehensive prediction of target genes for deregulated miRNAs
Functional analysis of miR-135a* target genes
Molecular and cellular functions | ||
---|---|---|
Name | P-value | No. of genes |
Cell Cycle | 2.48E-04 - 1.72E-02 | 7 |
Cell Death | 1.02E-03 - 4.78E-02 | 7 |
Cell Morphology | 1.02E-03 - 4.69E-02 | 3 |
Cell-To-Cell Signaling and Interaction | 1.02E-03 - 4.78E-02 | 4 |
Cellular Assembly and Organization | 1.02E-03 - 4.00E-02 | 2 |
Gene symbol | Gene title | Acc. No | Fold change | GO category |
---|---|---|---|---|
Nasp
| Nuclear autoantigenic sperm protein (histone-binding) | NM_016777 | -1.05 | Cell cycle, Cell proliferation |
Rapgef3
| Rap guanine nucleotide exchange factor (GEF) 3 | NM_144850 | -1.82 | Intracellular signaling cascade |
Ncf2
| Neutrophil cytosolic factor 2 | NM_010877 | -1.43 | Superoxide metabolic process |
Ywhaq
| Tyrosine 3-monooxygenase/tryptophan 5-monooxygenase activation protein, theta polypeptide | AK170335 | -1.82 | Signal transduction |
E330013P04Rik
| RIKEN cDNA E330013P04 gene | BC076607 | -1.08 | |
Ddah1
| Dimethylarginine dimethylaminohydrolase 1 | NM_026993 | -1.55 | Nitric oxide biosynthetic process |
Ppp2r2b
| Protein phosphatase 2, regulatory subunit B, beta isoform | NM_028392 | -1.69 | Signal transduction |
Cyp2c40
| Cytochrome P450, family 2, subfamily c, polypeptide 40 | NM_010004 | -1.46 | Oxidation reduction |
Rttn
| Rotatin | AK015013 | -1.11 | Multicellular organismal development |
Slc10a7
| Solute carrier family 10, member 7 | NM_029736 | -1.22 | Ion transport |
Aspm
| Asp (abnormal spindle)-like, microcephaly associated | NM_009791 | -1.82 | Cell cycle |
Tmem108
| Transmembrane protein 108 | AK039631 | -1.98 | Biological process unknown |
Tpm1
| Tropomyosin 1, alpha | NM_024427 | -1.84 | Embryonic development |
1700074P13Rik
| RIKEN cDNA 1700074P13 gene | NM_028550 | -1.55 | Biological process unknown |
Wnt1
| Wingless-related MMTV integration site 1 | NM_021279 | -1.17 | Wnt receptor signaling pathway |
Crip3
| Cysteine-rich protein 3 | NM_053250 | -1.33 | T cell proliferation |
Zfr
| Zinc finger RNA binding protein | AK037578 | -1.06 | Multicellular organismal development |
Mmp1a
| Matrix metallopeptidase 1a (interstitial collagenase) | NM_032006 | -1.04 | Proteolysis, Collagen catabolic process |
Olfr1309
| Olfactory receptor 1309 | NM_146447 | -1.49 | Signal transduction |
Nfic
| Nuclear factor I/C | NM_008688 | -1.17 | Regulation of transcription |