| Literature DB >> 28259916 |
Feng-Tao Shi1, Mei Yu1, David Zloty1, Robert H Bell2, Eddy Wang1, Noushin Akhoundsadegh1, Gigi Leung1, Anne Haegert2, Nicholas Carr3, Jerry Shapiro1, Kevin J McElwee1.
Abstract
A subset of basal cell carcinomas (BCCs) are directly derived from hair follicles (HFs). In some respects, HFs can be defined as 'ordered' skin appendage growths, while BCCs can be regarded as 'disordered' skin appendage growths. The aim of the present study was to examine HFs and BCCs to define the expression of common and unique signaling pathways in each skin appendage. Human nodular BCCs, along with HFs and non‑follicular skin epithelium from normal individuals, were examined using microarrays, qPCR, and immunohistochemistry. Subsequently, BCC cells and root sheath keratinocyte cells from HFs were cultured and treated with Notch signaling peptide Jagged1 (JAG1). Gene expression, protein levels, and cell apoptosis susceptibility were assessed using qPCR, immunoblotting, and flow cytometry, respectively. Specific molecular mechanisms were found to be involved in the process of cell self‑renewal in the HFs and BCCs, including Notch and Hedgehog signaling pathways. However, several key Notch signaling factors showed significant differential expression in BCCs compared with HFs. Stimulating Notch signaling with JAG1 induced apoptosis of BCC cells by increasing Fas ligand expression and downstream caspase-8 activation. The present study showed that Notch signaling pathway activity is suppressed in BCCs, and is highly expressed in HFs. Elements of the Notch pathway could, therefore, represent targets for the treatment of BCCs and potentially in hair follicle engineering.Entities:
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Year: 2017 PMID: 28259916 PMCID: PMC5364965 DOI: 10.3892/mmr.2017.6163
Source DB: PubMed Journal: Mol Med Rep ISSN: 1791-2997 Impact factor: 2.952
Figure 1.Hierarchical clustering of unfiltered raw microarray data from each sample of hair follicle root sheaths, BCCs and normal skin epithelium. The degree of similarity in gene expression profiles was measured by Pearson's correlation, and distances between clusters were calculated via average linkage. Dendrogram results indicate well-defined cluster groups of cases. HS, hair follicle root sheaths; BCCs, basal cell carcinomas.
Gene transcripts.
| A, Top 20 gene transcripts with the highest magnitude fold-change in gene expression upregulation in nodular basal cell carcinomas vs. hair shafts, sorted by the false discovery rate (q-value) | ||||
|---|---|---|---|---|
| Gene product description | Gene name | GenBank accession number | Fold-change | q-value (%) |
| Dipeptidylpeptidase IV (CD26, adenosine | NM_001935 | 11.13121 | 0 | |
| Rag D protein deaminase complexing protein 2) | AL137502 | 8.835887 | 0 | |
| DKFZP564O0463 protein | AK001693 | 2.87002 | 0 | |
| Propionyl coenzyme A carboxylase, β polypeptide | NM_000532 | 37.27286 | 0.326689 | |
| DEAD/H (Asp-Glu-Ala-Asp/His) box polypeptide, Y chromosome | NM_004660 | 18.25926 | 0.326689 | |
| Ras homolog gene family, member A | NM_001664 | 7.591441 | 0.326689 | |
| Ubiquitin-like 3 | NM_007106 | 7.215993 | 0.326689 | |
| Baculoviral IAP repeat-containing 3 | AF070674 | 7.08567 | 0.326689 | |
| Small nuclear ribonucleoprotein polypeptide E | NM_003094 | 5.495296 | 0.326689 | |
| Splicing factor, arginine/serine-rich 10 (transformer 2 homolog, Drosophila) | NM_004593 | 5.367942 | 0.326689 | |
| Proteasome (prosome, macropain) 26S subunit, non-ATPase, 5 | BC014478 | 4.612349 | 0.326689 | |
| Ubiquitously transcribed tetratricopeptide repeat gene, X chromosome | NM_021140 | 4.392788 | 0.326689 | |
| Methionyl aminopeptidase 2 | NM_006838 | 4.388392 | 0.326689 | |
| Actin related protein 2/3 complex, subunit 5 (16 kDa) | NM_005717 | 3.719303 | 0.326689 | |
| Sin3-associated polypeptide, 18 kDa | NM_005870 | 2.477771 | 0.326689 | |
| F-box and leucine-rich repeat protein 3A | NM_012158 | 6.425926 | 0.523782 | |
| β-2-microglobulin | AK026463 | 5.708535 | 0.523782 | |
| A disintegrin and metalloproteinase domain 9 (meltrin γ) | NM_003816 | 4.995793 | 0.523782 | |
| Lactate dehydrogenase A | NM_005566 | 4.698842 | 0.523782 | |
| Protein kinase C, ζ | NM_002744 | 4.646151 | 0.523782 | |
| B, Top 20 gene transcripts with the highest magnitude fold-change in gene expression downregulation in nodular basal cell carcinomas vs. hair shaft, sorted by the false discovery rate (q-value) | ||||
| Gene product description | Gene name | GenBank accession number | Fold-change | q-value (%) |
| Keratin-associated protein 4.14 | NM_033059 | 0.014887 | 0 | |
| Keratin-associated protein 4.10 | NM_033060 | 0.018098 | 0 | |
| Keratin-associated protein 3.2 | NM_031959 | 0.026814 | 0 | |
| Keratin-associated protein 4.8 | AJ406940 | 0.055245 | 0 | |
| Chromosome 20 open reading frame 28 | NM_015417 | 0.061437 | 0 | |
| Lymphotoxin α (TNF superfamily, member 1) | NM_000595 | 0.079272 | 0 | |
| Desmoplakin (DPI, DPII) | NM_004415 | 0.087855 | 0 | |
| Suppressor of Ty 5 homolog (S. cerevisiae) | NM_003169 | 0.089178 | 0 | |
| Neuronal protein 17.3 | NM_019056 | 0.095102 | 0 | |
| Leucine zipper protein 1 | BC002428 | 0.097131 | 0 | |
| Breast carcinoma amplified sequence 1 | NM_003657 | 0.097779 | 0 | |
| Ubiquitin fusion degradation 1-like | NM_005659 | 0.098738 | 0 | |
| D component of complement (adipsin) | NM_001928 | 0.11378 | 0 | |
| Ribosomal protein S8 | AK023362 | 0.138395 | 0 | |
| LIM and cysteine-rich domains 1 | NM_014583 | 0.149755 | 0 | |
| Glutamate receptor, metabotropic 2 | NM_000839 | 0.153922 | 0 | |
| Ephrin-B2 | NM_004093 | 0.157336 | 0 | |
| Ribosomal protein L38 | NM_000999 | 0.157418 | 0 | |
| Loss of heterozygosity, 12, chromosomal region 1 | NM_058169 | 0.169164 | 0 | |
Top 20 gene transcripts with the fold-change most consistently close to 0 between nodular basal cell carcinomas and hair shafts, sorted by the false discovery rate (q-value).
| Gene product description | Gene name | GenBank accession number | Fold-change | q-value (%) |
|---|---|---|---|---|
| Proteasome (prosome, macropain) subunit, α type, 4 | AK055714 | 1.001521 | 38.71807 | |
| Calcium channel, voltage-dependent, β 1 subunit | M92303 | 1.001613 | 38.71807 | |
| Leucine-zipper-like transcriptional regulator, 1 | NM_006767 | 1.001924 | 38.71807 | |
| F-box only protein 21 | NM_033624 | 1.002044 | 38.71807 | |
| Carnitine deficiency-associated gene expressed in ventricle 1 | NM_014055 | 1.002094 | 38.71807 | |
| Neurofibromin 1 (neurofibromatosis, von Recklinghausen disease, Watson disease) | NM_000267 | 1.002262 | 38.71807 | |
| Suppression of tumorigenicity 14 (colon carcinoma, matriptase, epithin) | NM_021978 | 1.002397 | 38.71807 | |
| Ecotropic viral integration site 5 | AF008915 | 1.002636 | 38.71807 | |
| Otoraplin | NM_020157 | 1.00287 | 38.71807 | |
| HEMK homolog 7kb | NM_016173 | 1.002877 | 38.71807 | |
| Complement component 9 | NM_001737 | 1.003119 | 38.71807 | |
| RAB11A, member RAS oncogene family | NM_004663 | 1.003131 | 38.71807 | |
| ß-actin | NA | 0.999976 | 48.18056 | |
| Homeobox A6 | NM_024014 | 0.99973 | 48.18056 | |
| Pituitary tumor-transforming 1 interacting protein | NM_004339 | 0.99972 | 48.18056 | |
| Peroxisome biogenesis factor 10 | NM_002617 | 0.999621 | 48.18056 | |
| Bombesin-like receptor 3 | NM_001727 | 0.999605 | 48.18056 | |
| Doublesex and mab-3 related transcription factor 2 | NM_006557 | 0.999424 | 48.18056 | |
| High-mobility group (nonhistone chromosomal) protein 4-like | AL049709 | 0.998903 | 48.18056 | |
| Microfibril-associated glycoprotein-2 | NM_003480 | 0.99872 | 48.18056 |
Most commonly identified categories with differences in GO categorization analysis between nodular basal cell carcinomas and hair shafts at GO level 3.
| GO category | Number of genes in category | Percentage of total genes in gene set | P-value | Benjamini |
|---|---|---|---|---|
| Regulation of cellular process | 966 | 24.8 | 3.50E-13 | 2.90E-10 |
| Negative regulation of cellular process | 297 | 7.6 | 5.20E-12 | 1.50E-09 |
| Negative regulation of biological process | 308 | 7.9 | 4.30E-12 | 1.80E-09 |
| System development | 417 | 10.7 | 1.00E-09 | 2.10E-07 |
| Regulation of programmed cell death | 147 | 3.8 | 3.30E-07 | 5.60E-05 |
| Positive regulation of cellular process | 243 | 6.2 | 5.20E-07 | 6.30E-05 |
| Positive regulation of biological process | 266 | 6.8 | 5.00E-07 | 7.00E-05 |
| Biopolymer metabolic process | 1090 | 27.9 | 8.30E-07 | 7.80E-05 |
| Organ development | 301 | 7.7 | 8.00E-07 | 8.40E-05 |
| Anatomical structure morphogenesis | 269 | 6.9 | 1.30E-06 | 1.10E-04 |
| Cell death | 206 | 5.3 | 1.70E-06 | 1.30E-04 |
| Cell cycle process | 187 | 4.8 | 2.70E-06 | 1.90E-04 |
| Organ morphogenesis | 114 | 2.9 | 3.40E-06 | 2.20E-04 |
| Regulation of metabolic process | 628 | 16.1 | 6.60E-06 | 4.00E-04 |
| Regulation of cell cycle | 137 | 3.5 | 9.80E-06 | 5.50E-04 |
| Regulation of cellular metabolic process | 604 | 15.5 | 2.00E-05 | 1.00E-03 |
| Regulation of gene expression | 582 | 14.9 | 2.10E-05 | 1.00E-03 |
| Cell differentiation | 399 | 10.2 | 4.20E-05 | 2.00E-03 |
| Regulation of protein metabolic process | 85 | 2.2 | 4.90E-05 | 2.20E-03 |
| Regulation of cell proliferation | 126 | 3.2 | 7.80E-05 | 3.30E-03 |
Top twenty categories identified are shown. GO, gene ontology.
Most commonly identified categories with similarities in GO categorization between nodular basal cell carcinomas and hair shafts at GO level 3.
| GO category | Number of genes in category | Percentage of total genes in gene set | P-value | Benjamini |
|---|---|---|---|---|
| Cellular catabolic process | 317 | 6.5 | 1.50E-05 | 1.70E-02 |
| Cellular nitrogen compound metabolic process | 1015 | 20.7 | 6.40E-05 | 3.40E-02 |
| Cellular macromolecule metabolic process | 1412 | 28.8 | 8.20E-05 | 2.90E-02 |
| Regulation of localization | 194 | 4 | 1.70E-04 | 4.50E-02 |
| Sterol metabolic process | 43 | 0.9 | 2.30E-04 | 4.90E-02 |
| Regulation of cell motion | 72 | 1.5 | 2.40E-04 | 4.20E-02 |
| Nucleobase, nucleoside, nucleotide and nucleic acid metabolic process | 938 | 19.1 | 3.10E-04 | 4.70E-02 |
| Regulation of cell migration | 63 | 1.3 | 6.20E-04 | 8.00E-02 |
| Regulation of multicellular organismal process | 279 | 5.7 | 8.70E-04 | 1.00E-01 |
| Regulation of locomotion | 69 | 1.4 | 1.10E-03 | 1.10E-01 |
| Regulation of cell communication | 304 | 6.2 | 1.60E-03 | 1.50E-01 |
| Lipid transport | 54 | 1.1 | 1.60E-03 | 1.40E-01 |
| Response to organic nitrogen | 28 | 0.6 | 1.70E-03 | 1.30E-01 |
| Cellular amino acid and derivative metabolic process | 114 | 2.3 | 2.10E-03 | 1.50E-01 |
| Positive regulation of cellular process | 518 | 10.5 | 2.20E-03 | 1.40E-01 |
| Regulation of myeloid cell differentiation | 30 | 0.6 | 2.20E-03 | 1.40E-01 |
| Microtubule organizing center organization | 18 | 0.4 | 2.40E-03 | 1.40E-01 |
| Positive regulation of biological process | 566 | 11.5 | 2.50E-03 | 1.40E-01 |
| Regulation of cellular component organization | 143 | 2.9 | 2.80E-03 | 1.50E-01 |
| Peptide metabolic process | 24 | 0.5 | 3.00E-03 | 1.50E-01 |
GO, gene ontology.
Primer sequences for defined genes.
| Gene name | Genbank accession no. | Forward primer (5′-3′) | Reverse primer (5′-3′) | Amplicon size |
|---|---|---|---|---|
| NM_017617 | GAGGCGTGGCAGACTATGC | CTTGTACTCCGTCAGCGTGA | 140 | |
| NM_024408 | TATTGATGACTGCCCTAACCACA | ATAGCCTCCATTGCGGTTGG | 187 | |
| NM_004557 | GGGTGAGACGTGCCAGTTTC | CTGGGTGTCAATGGAGAGGGA | 126 | |
| NM_004416 | GGTGTGGGAGTGTCTGAATGA | CCTGGCGAAACTGGTGCAT | 176 | |
| NM_020892 | GCAAGCCTTTCAGATTTGCCC | GCTGGCACAAACTGTCCCTT | 121 | |
| NM_032622 | TTGGCTCAGTCCTGCTAACTA | GGAAGGCACCTTTACAGAGTTCT | 80 | |
| NM_004422 | GAGGAAGAGACTCCCTACCTG | CGGGCGTTGTCATCTGAAAT | 167 | |
| NM_001005743 | CTACCTTCCAAGGGACCGAGT | AGCCCGGACGTTTTTAGACAC | 131 | |
| NM_000214 | TCGGGTCAGTTCGAGTTGGA | AGGCACACTTTGAAGTATGTGTC | 143 | |
| NM_002226 | AGCTGGACGCCAATGAGTG | GTCGTTGACGTTGATATGGCA | 131 | |
| NM_001040167 | GGGTCAGCGAGAACAAGGTG | GATCCGCTCAGCCGTATTCAT | 140 | |
| NM_000422 | GGTGGGTGGTGAGATCAATGT | CGCGGTTCAGTTCCTCTGTC | 158 | |
| NM_005524 | ATGGAGAAAAATTCCTCGTCCC | TTCAGAGCATCCAAAATCAGTGT | 182 | |
| NM_032580 | CGGGATCGAGCTGAGAATAGG | GCGAACTCCAATATCTCCGCTT | 176 | |
| NM_018411 | AGGAGGCCATGCTTACCCAT | CACTATGCTCAGGCATCAGGG | 84 | |
| NM_014276 | CAGTGCCTCCCAATCCTTTGA | CCTCCCCTCAGAATGGTGGT | 139 | |
| NM_014992 | GGTGGACGAGGTATTTCATTCAT | TCTGAAGCGCAAAGTTGCTATC | 100 | |
| NM_002750 | AGCAAGCGTGACAACAATTTTT | GAAATGGTCGGCTTAGCTTCT | 175 | |
| NM_005269 | GGCACCATGAGCCCATCTC | ATCACCTTCCAAGGGTTCCTC | 216 | |
| NM_005270 | CCCACTCCAACGAGAAACCC | GGACCGTTTTCACATGCTTCC | 96 | |
| NM_198829 | ATCCGCAAACAGATGTGTTCT | CGCACCTCAGGATACCACT | 91 | |
| NM_004850 | TTGGTTCGTCACAAGGCATC | AGGGGCTATTGGCAAAGGC | 130 | |
| NM_000639 | AAAGGAGCTGAGGAAAGTGG | CATAGGTGTCTTCCCATTCCAG | 80 |
Figure 2.Notch gene signaling pathway interactions. The Notch signaling pathway network was significantly differentially activated in hair follicle root sheaths compared with basal cell carcinomas. Genes and gene sets identified as significantly differentially expressed by microarray are presented with a dark background. JAG, jagged; LFNG, LFNG O-fucosylpeptide 3-beta-N-acetylglucosaminyltransferase; TACE, tumor necrosis factor-ACa disintegrin and metalloproteinase metalloprotease converting enzyme; DVL2, dishevelled2; NUMB, NUMB endocytic adaptor protein; PSEN, presenilin; NCSTN, nicastrin; APH, acylaminoacyl-peptide hydrolase; MAPK, mitogen-activated protein kinase; NCID, Notch intracellular cytoplasmic domain; MAML, mastermind-like protein; HAT, histone acetyltransferase; SKIP, Ski-interacting protein; RBP-J, Recombining binding protein suppressor of Hairless; SMRT, Silencing Mediator for Retinoic acid and Thyroid hormone receptor; CtBP, C-terminal binding protein; CIR, CBF1 interacting corepressor; HDAC, histone deacetylase; HES, hairy and enhancer of split.
Selected gene validation results by RT-qPCR with corresponding microarray results for comparison.
| Hair follicle vs. skin | Basal cell carcinomas vs. skin | |||||||
|---|---|---|---|---|---|---|---|---|
| Microarray | RT-qPCR | Microarray | RT-qPCR | |||||
| Gene name | Fold change | q-value | Fold change | P-value | Fold change | q-value | Fold change | P-value |
| 4.07350142 | 8.64548474 | 89.7796173 | 3.0878E-08 | 2.25963492 | 55.1681869 | 3.2667374 | 0.01731453 | |
| 0.49022594 | 0.39254973 | 94.051046 | 2.4841E-06 | 0.46324991 | 2.15276566 | 0.87297527 | 0.84563107 | |
| 2.69005573 | 0.24322855 | 19.2601231 | 0.00128485 | 1.71844966 | 55.1681869 | 2.67459359 | 0.14313619 | |
| 1.17722862 | 48.8237978 | 16.3788042 | 0.03308844 | 2.4295169 | 55.1681869 | 0.28089744 | 0.22707567 | |
| 0.99256711 | 40.6530129 | 18.9813992 | 0.00157923 | 0.47607531 | 4.07129257 | 0.43629239 | 0.08540183 | |
| – | – | 198.293295 | 3.6156E-08 | 1.72295346 | 55.1681869 | 2.072439 | 0.28247621 | |
| 13.8816522 | 3.95106797 | 16.104213 | 0.00293444 | 1.55096741 | 55.1681869 | 2.94822536 | 0.03581873 | |
| 3.28845002 | 0.48722077 | 182.325561 | 4.9233E-06 | 1.30366339 | 55.1681869 | 1.33412783 | 0.63444821 | |
| 0.34149885 | 0.18592759 | 365.28094 | 2.3222E-08 | 1.63466178 | 55.1681869 | 1.83632659 | 0.35967923 | |
| 1.5839265 | 41.2725397 | 179.447584 | 8.3358E-05 | 1.33391274 | 55.1681869 | 0.31170539 | 0.23588105 | |
| 2.07190237 | 6.92879545 | 1889.72022 | 4.5482E-05 | 2.33909215 | 55.1681869 | 1.52408184 | 0.61264104 | |
| 3.021 | 0.00846 | 27272.867 | 2.2916E-09 | 7.21676553 | 55.1681869 | 51.4001016 | 0.00100685 | |
| – | – | 1067.11032 | 1.053E-15 | 0.76047244 | 67.4104045 | 2.91116399 | 0.0400455 | |
| 1.19000588 | 48.8237978 | 3262.24091 | 1.5035E-08 | 4.16958086 | 29.7263863 | 0.29241452 | 0.13032618 | |
| 2.16394516 | 2.23319493 | 226.55094 | 1.0638E-09 | 1.09510072 | 58.338051 | 1.19521471 | 0.76942586 | |
| 3.11300222 | 41.2725397 | 255.196596 | 7.7485E-10 | 1.22074356 | 55.1681869 | 0.16526889 | 0.06136225 | |
| 0.20611879 | 0.21537795 | 574.06641 | 1.5066E-07 | 0.54865054 | 18.0863137 | 1.63754261 | 0.55059198 | |
| 1.5501382 | 42.0929177 | 199.824645 | 1.1302E-06 | 0.85527761 | 67.7038487 | 0.96727335 | 0.97161104 | |
| – | – | 52.4313289 | 0.00072822 | – | – | 1.87408166 | 0.51779197 | |
| 2.52604018 | 22.3203103 | 319.860846 | 8.9511E-07 | 2.00283366 | 55.1681869 | 12.2544249 | 0.00422916 | |
| 0.26859543 | 1.21189849 | 535.384925 | 2.0661E-11 | 0.65505096 | 61.6040693 | 1.31400567 | 0.66627414 | |
| 0.18494564 | 2.62913482 | 575.373988 | 8.4351E-07 | 0.82910219 | 67.7038487 | 1.38128144 | 0.6297566 | |
RT-qPCR, reverse transcription-quantitative polymerase chain reaction.
Figure 3.NOTCH1, JAG2, DVL2 and HES7 expression in the normal non-follicular epithelium, hair follicle root sheaths and basal cell carcinomas. Immunohistology was conducted to define the expression of NOTCH1, JAG2, DVL2 and HES7 in pathology specimens of normal non-scalp skin, normal scalp/terminal HF biopsies, and BCCs. All of the primary antibodies exhibited a greater intensity of labeling in terminal HFs compared with nodular BCCs and non-scalp skin when tissues were processed in parallel. Scale bar, 100 µm (except D, H, L and P, where the scale bar is 40 µm). JAG2, Jagged2; DVL2, Dishevelled2; HES7, hairy and enhancer of split 7; HF, hair follicle; BCCs, basal cell carcinomas.
Figure 4.JAG1 treatment induced BCC cell apoptosis via Fas ligand. HRSCs or BCCs were treated with 4 mM JAG1 or scrambled peptide for 3 days. (A) Percentage of apoptotic cells was quantified by Annexin V-PI labeling and flow cytometric analysis. (B) Fas ligand mRNA expression levels were measured by qPCR. Representative data from three independent experiments are shown. Protein expression levels of (C) Fas ligand and (D) caspase-8 in treated HRSCs or BCCs were measured by western blot analysis. β-actin was used as the internal control. Levels of Fas ligand or caspase-8 proteins levels were normalized to the levels of β-actin protein, and are expressed as fold change relative to control (scrambled JAG1). Data are presented as the mean ± standard deviation of three independent experiments. **P<0.01 and ***P<0.001, comparisons indicated by brackets. HRSCs, human hair follicle root sheath cells; BCCs, basal cell carcinomas; JAG1, Jagged1.