| Literature DB >> 26569312 |
Mustafa Akkiprik1, İrem Peker2, Tolga Özmen3, Gökçe Güllü Amuran4, Bahadır M Güllüoğlu5, Handan Kaya6, Ayşe Özer7.
Abstract
IGFBP5 is an important regulatory protein in breast cancer progression. We tried to identify differentially expressed genes (DEGs) between breast tumor tissues with IGFBP5 overexpression and their adjacent normal tissues. In this study, thirty-eight breast cancer and adjacent normal breast tissue samples were used to determine IGFBP5 expression by qPCR. cDNA microarrays were applied to the highest IGFBP5 overexpressed tumor samples compared to their adjacent normal breast tissue. Microarray analysis revealed that a total of 186 genes were differentially expressed in breast cancer compared with normal breast tissues. Of the 186 genes, 169 genes were downregulated and 17 genes were upregulated in the tumor samples. KEGG pathway analyses showed that protein digestion and absorption, focal adhesion, salivary secretion, drug metabolism-cytochrome P450, and phenylalanine metabolism pathways are involved. Among these DEGs, the prominent top two genes (MMP11 and COL1A1) which potentially correlated with IGFBP5 were selected for validation using real time RT-qPCR. Only COL1A1 expression showed a consistent upregulation with IGFBP5 expression and COL1A1 and MMP11 were significantly positively correlated. We concluded that the discovery of coordinately expressed genes related with IGFBP5 might contribute to understanding of the molecular mechanism of the function of IGFBP5 in breast cancer. Further functional studies on DEGs and association with IGFBP5 may identify novel biomarkers for clinical applications in breast cancer.Entities:
Keywords: IGFBP5; breast cancer; gene expression profiling; microarray; pathway analysis
Year: 2015 PMID: 26569312 PMCID: PMC4690035 DOI: 10.3390/genes6041201
Source DB: PubMed Journal: Genes (Basel) ISSN: 2073-4425 Impact factor: 4.096
Differences of clinicopathological parameters depending on tumoral expression of IGFBP5 compared to adjacent normal tissue.
| Characteristics | Tumoral Expression of IGFBP5 Compared to Adjacent Normal Tissue | ||
|---|---|---|---|
| High (n = 21) | Low (n = 17) | ||
| Age (years) | 55.66 | 55.52 | 0.9684 |
| Menarche age (years) | 12.95 | 14.18 | 0.0149 |
| Pregnancy (number) | 3.66 | 3.11 | 0.5876 |
| Menopausal state | |||
| Pre | 7 | 3 | ns |
| Peri | 2 | 1 | |
| Post | 12 | 13 | |
| Tumor size (mm) | 26.71 | 23 | 0.3578 |
| Tumor localization | |||
| Left | 10 | 13 | ns |
| Right | 10 | 4 | |
| Bilateral | 1 | 0 | |
| Estrogen receptor status | |||
| Positive | 16 | 13 | ns |
| Negative | 5 | 4 | |
| Progesterone receptor status | |||
| Positive | 14 | 13 | 0.7210 |
| Negative | 7 | 4 | |
| Her2 status | |||
| Positive | 5 | 2 | 0.4267 |
| Negative | 16 | 15 | |
| Ki67 status | |||
| Positive | 11 | 12 | 0.3264 |
| Negative | 10 | 5 | |
| 1 | 0 | 5 | 0.0123 |
| 2&3 | 21 | 12 | |
| IDC | 15 | 11 | ns |
| ILC | 1 | 0 | |
| IMC | 3 | 3 | |
| Others | 2 | 3 | |
| Luminal A | 6 | 5 | ns |
| Luminal B Her2(−) | 4 | 7 | |
| Luminal B Her2(+) | 6 | 1 | |
| Erb-B2 overexpression | 1 | 2 | |
| Basal-like | 4 | 2 | |
Tumor characteristics and fold changes of IGFBP5 expression in patients for use in microarray analysis.
| Patients Code | Age | ER | PR | Her2 | Histology | Molecular Subtypes | Stage | Size (mm) | Fold Changes of IGFBP5 |
|---|---|---|---|---|---|---|---|---|---|
| T1 | 47 | 60% | 60% | (neg.) | ILC | lumA | T1N1 | 15 | 2.276 |
| T2 | 73 | 50% | 10% | (neg.) | IDC | lumA | T2N3 | 23 | 16.528 |
| T3 | 40 | 90% | 90% | (neg.) | IMC | lumB | T2N2 | 30 | 3.233 |
| T4 | 42 | 90% | 60% | (neg.) | IDC | lumA | T2N0 | 22 | 2.022 |
| T5 | 67 | 70% | 70% | (neg.) | IDC | lumA | T2N2 | 30 | 4.892 |
List of genes upregulated in the breast cancer group compared with normal breast tissues.
| Gene Symbol | RefSeq | Fold Change | Q-Value |
|---|---|---|---|
| CST1 | NM_001898.2 | 58.11773612 | 5.88 × 10−6 |
| MMP11 | NM_005940.3 | 41.38923113 | 1.08 × 10−5 |
| COL1A1 | NM_000088.3 | 20.28765826 | 3.05 × 10−5 |
| GRIA2 | NM_000826.2 | 19.475709 | 4.92 × 10−5 |
| COL5A2 | NM_000393.3 | 8.154198414 | 4.28 × 10−5 |
| SPOCK1 | NM_004598.3 | 7.717882382 | 5.69 × 10−5 |
| NKAIN1 | NM_024522.1 | 5.686495097 | 3.71 × 10−5 |
| DSCR6 | NM_018962.1 | 4.853586146 | 4.65 × 10−5 |
| CLGN | NM_004362.1 | 4.372809335 | 7.25 × 10−5 |
| KCNF1 | NM_002236.4 | 4.03710734 | 4.96 × 10−6 |
| SLC44A4 | NM_025257.2 | 3.372736146 | 3.20 × 10−5 |
| SLC44A4 | NM_032794.1 | 3.353011207 | 2.99 × 10−5 |
| FAM83D | NM_030919.2 | 3.063515303 | 4.59 × 10−5 |
| ESM1 | NM_007036.3 | 2.393905549 | 3.23 × 10−5 |
| NINJ1 | NM_004148.3 | 2.24489298 | 6.78 × 10−5 |
| LCLAT1 | NM_001002257.1 | 1.733148032 | 6.39 × 10−5 |
| SLC12A8 | NM_024628.4 | 1.699383326 | 6.41 × 10−5 |
List of genes downregulated in the breast cancer group compared with normal breast tissues.
| Gene Symbol | RefSeq | Fold Change | Q-Value |
|---|---|---|---|
| DST | NM_001723.4 | −10.5318799 | 3.31 × 10−6 |
| OXTR | NM_000916.3 | −11.0105517 | 2.19 × 10−5 |
| COL17A1 | NM_000494.3 | −11.04207984 | 3.03 × 10−5 |
| HAS3 | NM_005329.2 | −11.24842575 | 7.35 × 10−7 |
| SAA1 | NM_199161.1 | −11.59121389 | 1.25 × 10−5 |
| KRT17 | NM_000422.1 | −12.70489015 | 3.84 × 10−5 |
| ACTG2 | NM_001615.3 | −14.48863197 | 1.91 × 10−5 |
| KRT14 | NM_000526.3 | −15.692027 | 2.20 × 10−6 |
| KRT5 | NM_000424.3 | −15.77641561 | 2.44 × 10−5 |
| KRT15 | NM_002275.2 | −16.38531094 | 1.6 × 10−4 |
| SYNM | NM_015286.5 | −17.22861604 | 5.91 × 10−5 |
| PPP1R1B | NM_181505.1 | −17.74088495 | 1.65 × 10−6 |
| KLK7 | NM_005046.2 | −17.88824515 | 6.61 × 10−6 |
| SOX10 | NM_006941.3 | −19.24267129 | 1.84 × 10−7 |
| KLK5 | NM_001077491.1 | −20.72022752 | 3.53 × 10−5 |
| KRT6B | NM_005555.3 | −21.63963922 | 1.82 × 10−5 |
| STAC2 | NM_198993.2 | −21.88100857 | 9.37 × 10−6 |
| KLK5 | NM_012427.4 | −22.06231675 | 4.41 × 10−6 |
| MUCL1 | NM_058173.2 | 46.66120963 | 2.7 × 10−4 |
Only the results were listed as average ratio > 10.0
Figure 1Heat map of cDNA microarray expression data from breast cancer patients with overexpressed IGFBP5 in tumor tissue compared to adjacent normal tissue.
KEGG pathway analysis of DEGs.
| Pathway | Reference Genes in Category | Expected Number in the Category | Gene Count | Enrichment Ratio | Raw p-val | Adjusted |
|---|---|---|---|---|---|---|
| Protein digestion and absorption | 77 | 0.58 | 5 | 8.62 | 0.0003 | 0.0087 |
| Focal adhesion | 184 | 1.39 | 6 | 4.33 | 0.0027 | 0.0217 |
| Salivary secretion | 79 | 0.6 | 4 | 6.72 | 0.003 | 0.0217 |
| Drug metabolism | 72 | 0.54 | 4 | 7.37 | 0.0021 | 0.0217 |
| Phenylalanine metabolism | 17 | 0.13 | 2 | 15.62 | 0.0071 | 0.0412 |
KEGG pathway analysis of DEGs and their fold changes in microarray data.
| Pathway | Gene Symbol | Gene Name | Fold Change |
|---|---|---|---|
| Protein digestion and absorption | COL17A1 | Collagen, type XVII, alpha 1 | −8.19 |
| COL5A2 | Collagen, type V, alpha 2 | 8.15 | |
| COL1A1 | Collagen, type I, alpha 1 | 20.29 | |
| KCNN4 | Potassium intermediate/small conductance calcium-activated channel, subfamily N, member 4 | −5.43 | |
| MME | Membrane metallo-endopeptidase | −7.67 | |
| Focal adhesion | COL5A2 | Collagen, type V, alpha 2 | 8.15 |
| MET | Met proto-oncogen (hepatocyte growth factor) | −2.43 | |
| LAMC2 | Laminin, gamma 2 | −2.61 | |
| COL1A1 | Collagen, type I, alpha 1 | 20.29 | |
| CAV2 | Caveolin 2 | −3.37 | |
| MYLK | Myosin light chain kinase | −6.93 | |
| Salivary secretion | TRPV6 | Transient receptor potential cation channel, subfamily | −3.64 |
| CST1 | Cystatin SN | 58.12 | |
| KCNN4 | Potassium intermediate/small conductance calcium-activated channel, subfamily N, member 4 | −5.43 | |
| RYR3 | Ryanodine receptor 3 | −4.76 | |
| Drug metabolism cytochrome P450 | FMO2 | Flavin containing monooxygenase 2 (non-functional) | −5.23 |
| GSTP1 | Glutation S-transferase pi 1 | −3.79 | |
| ALDH3A1 | Aldehyde dehydrogenase 3 family, member A1 | −2.86 | |
| ALDH1A3 | Aldehyde dehydrogenase 1 family, member A3 | −9.46 | |
| Phenylalanine metabolism | ALDH3A1 | Aldehyde dehydrogenase 3 family, member A1 | −2.86 |
| ALDH1A3 | Aldehyde dehydrogenase 1 family, member A3 | −9.46 |
Figure 2Evidence views of COL1A1 gene and its association with FN1 by using STRING 10.
Figure 3Scatter plots of the selected genes in real time qPCR.