| Literature DB >> 25990390 |
Lujia Chen1, Zhongxi Huang2, Guangyu Yao3, Xiaoming Lyu4, Jinbang Li5, Xiaolei Hu6, Yahong Cai7, Wenji Li8, Xin Li9, Changsheng Ye10.
Abstract
BACKGROUND: Young breast cancer occupies a higher and higher proportion of breast cancer, especially in Asia, and is associated with a more unfavorable prognosis compared with the disease arising in older women. However, the poor prognosis of young breast cancer cannot be fully explained by the clinical and molecular factors.Entities:
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Year: 2015 PMID: 25990390 PMCID: PMC4471911 DOI: 10.1186/s12967-015-0521-1
Source DB: PubMed Journal: J Transl Med ISSN: 1479-5876 Impact factor: 5.531
Clinical characteristic by age
| Characteristic | Patients with breast cancer | P | |||
|---|---|---|---|---|---|
| Young (≤45 ys) | Old (≥65 ys) | ||||
| (n = 535) | (n = 74) | ||||
| No. | % | No. | % | ||
| Age, years | --- | ||||
| Range | 20–45 | 65–87 | |||
| Median | 40 | 69 | |||
| Pathology | 0.001 | ||||
| IDC-NOS | 457 | 85.4 | 54 | 72.9 | |
| ILC | 16 | 3.0 | 3 | 4.1 | |
| DCIS | 35 | 6.5 | 3 | 4.1 | |
| Others* | 27 | 5.1 | 14 | 18.9 | |
| Tumor size, mm | 0.463 | ||||
| Range | 5–150 | 8–100 | |||
| Median | 24 | 25 | |||
| Tumor grade | 0.009 | ||||
| 1 | 44 | 8.2 | 14 | 18.9 | |
| 2 | 302 | 56.5 | 38 | 51.3 | |
| 3 | 121 | 22.6 | 11 | 14.9 | |
| Missing | 68 | 12.7 | 11 | 14.9 | |
| Lymph node status | 0.035 | ||||
| Positive | 245 | 45.8 | 24 | 32.4 | |
| Negative | 288 | 53.8 | 49 | 66.2 | |
| Missing | 2 | 0.4 | 1 | 1.4 | |
| ER status | 0.041 | ||||
| Positive | 331 | 61.9 | 55 | 74.3 | |
| Negative | 202 | 37.7 | 19 | 25.7 | |
| Missing | 2 | 0.4 | --- | --- | |
| PR status | 0.739 | ||||
| Positive | 349 | 65.2 | 47 | 63.5 | |
| Negative | 184 | 34.4 | 27 | 36.5 | |
| Missing | 2 | 0.4 | --- | --- | |
| HER2 status | 0.068 | ||||
| Negative, 0-1+ | 291 | 54.4 | 49 | 66.2 | |
| Equivocal, 2+ | 122 | 22.8 | 13 | 17.6 | |
| Positive, 3+ | 119 | 22.2 | 12 | 16.2 | |
| Missing | 3 | 0.6 | --- | --- | |
| TNM staging | 0.762 | ||||
| 0 | 34 | 6.4 | 4 | 5.4 | |
| I | 134 | 25.1 | 21 | 28.4 | |
| II | 219 | 40.9 | 29 | 39.2 | |
| III | 120 | 22.4 | 16 | 21.6 | |
| IV | 8 | 1.5 | 1 | 1.3 | |
| Missing | 20 | 3.7 | 3 | 4.1 | |
| Subtypes | 0.005 | ||||
| Luminal A | 53 | 9.9 | 18 | 24.3 | |
| Luminal B | 269 | 50.3 | 36 | 48.7 | |
| HER2 | 69 | 12.9 | 10 | 13.5 | |
| Triple negative | 80 | 14.9 | 6 | 8.1 | |
| Missing | 64 | 12.0 | 4 | 5.4 | |
Abbreviations: IDC-NOS, invasive ductal carcinoma, not otherwise specified; ILC, invasive lobular carcinoma; DCIS, ductal carcinoma in situ
*Medullary carcinoma, mucinous carcinoma, tubular carcinoma, invasive papillary carcinoma and other special types of invasive carcinoma
Fig. 1Data mining of Gene expression profiles. a Significance analysis of microarray (SAM) was performed to identify differentially expressed genes between young and older breast cancer tissues. Delta was set to 0.6, and the threshold of FDR was set to 0.182. b Supervised hierarchical clustering of 553 differentially expressed genes. The heat map revealed the gene expression patterns between young patients and older patients. All samples were denoted in columns and genes were denoted in rows (gene symbols for a cluster of genes were listed on the right and the details of all differentially expressed genes could be found in Additional file 2: Table S2). The mapped expression levels for all genes were depicted using a color scale; highly expressed genes were indicated in red and lowly expressed in blue. c GO analysis of a cluster of differentially expressed genes was performed with GenCLiP software (http://ci.smu.edu.cn)
Top 36 up-regulated genes in young patients with breast cancer
| NO. | Gene_symbol | Gene_name | FC | P |
|---|---|---|---|---|
| 1 | KRT14 | Keratin 14 | 4.31 | 5.8 × 10−7 |
| 2 | GABRP | Gamma-aminobutyric acid (GABA) A receptor, pi | 2.82 | 7.2 × 10−6 |
| 3 | PROM1 | Prominin 1 | 2.76 | 2.6 × 10−4 |
| 4 | CXCL13 | Chemokine (C-X-C motif) ligand 13 | 2.64 | 8.2 × 10−4 |
| 5 | IGHM | Immunoglobulin heavy constant mu | 2.63 | 1.7 × 10−4 |
| 6 | IGLL3P | Immunoglobulin lambda-like polypeptide 3, pseudogene | 2.61 | 1.5 × 10−3 |
| 7 | MMP7 | Matrix metallopeptidase 7 (matriysin, uterine) | 2.52 | 2.3 × 10−4 |
| 8 | IGJ | Immunoglobulin J polypeptide | 2.40 | 8.0 × 10−4 |
| 9 | KRT17 | Keratin 17 | 2.37 | 7.4 × 10−7 |
| 10 | GUSBP11 | Glucuronidase, beta pseudogene 11 | 2.35 | 2.0 × 10−3 |
| 11 | KRT15 | Keratin 15 | 2.16 | 1.4 × 10−3 |
| 12 | KRT7 | Keratin 7 | 2.14 | 3.1 × 10−3 |
| 13 | TSPYL5 | TSPY-like 5 | 2.03 | 5.0 × 10−5 |
| 14 | IGKC | Immunoglobulin kappa constant | 1.97 | 2.4 × 10−3 |
| 15 | S100A2 | S100 calcium binding protein A2 | 1.91 | 2.1 × 10−4 |
| 16 | LDHB | Lactate dehydrogenase B | 1.85 | 6.4 × 10−4 |
| 17 | SFRP1 | Secreted frizzled-related protein 1 | 1.83 | 5.5 × 10−4 |
| 18 | KRT5 | Keratin 5 | 1.79 | 6.1 × 10−4 |
| 19 | CDH3 | Cadherin 3, type 1, P-cadherin (placental) | 1.78 | 9.9 × 10−6 |
| 20 | RND3 | Rho family GTPase 3 | 1.78 | 9.7 × 10−6 |
| 21 | SYNM | Synemin, intermediate filament protein | 1.76 | 1.8 × 10−4 |
| 22 | KIT | V-kit Hardy-Zuckerman 4 feline sarcoma viral oncogene homolog | 1.75 | 7.0 × 10−6 |
| 23 | KRT6B | Keratin 6B | 1.75 | 1.3 × 10−4 |
| 24 | MT1X | Metallothionein 1X | 1.74 | 1.8 × 10−3 |
| 25 | AMIGO2 | Adhesion molecule with Ig-like domain 2 | 1.65 | 2.1 × 10−3 |
| 26 | SLC6A14 | Solute carrier family 6 (amino acid transporter), member 14 | 1.63 | 4.3 × 10−4 |
| 27 | RGS2 | Regulator of G-protein signaling 2, 24 kDa | 1.61 | 9.3 × 10−4 |
| 28 | SRGN | Serglycin | 1.60 | 2.9 × 10−3 |
| 29 | DDIT4 | DNA-damage-inducible transcript 4 | 1.60 | 1.4 × 10−3 |
| 30 | NFIB | Nuclear factor I/B | 1.58 | 1.8 × 10−3 |
| 31 | DTX4 | Deltex homolog 4 (Drosophila) | 1.58 | 1.4 × 10−4 |
| 32 | CSDA | Cold shock domain protein A | 1.57 | 3.8 × 10−4 |
| 33 | GBP2 | Guanylate binding protein 2, interferon-inducible | 1.54 | 1.8 × 10−3 |
| 34 | ITM2A | Integral membrane protein 2A | 1.53 | 1.9 × 10−3 |
| 35 | PADI2 | Peptidyl arginine deiminase, type II | 1.52 | 1.4 × 10−4 |
| 36 | RBMS1 | RNA binding motif, single stranded interacting protein 1 | 1.52 | 3.2 × 10−4 |
Abbreviations: FC, Fold change
Top 27 down-regulated genes in young patients with breast cancer
| NO. | Gene_symbol | Gene_name | FC | P |
|---|---|---|---|---|
| 1 | NAT1 | N-acetyltransferase 1 (arylamine N-acetyltransferase) | 0.37 | 2.3 × 10−3 |
| 2 | GRIA2 | Glutamate receptor, ionotropic, AMPA 2 | 0.45 | 1.5 × 10−2 |
| 3 | C6orf211 | Chromosome 6 open reading frame 211 | 0.49 | 9.9 × 10−3 |
| 4 | PSD3 | Pleckstrin and Sec7 domain containing 3 | 0.49 | 6.1 × 10−4 |
| 5 | GFRA1 | GDNF family receptor alpha 1 | 0.49 | 3.4 × 10−3 |
| 6 | EVL | Enah/Vasp-like | 0.50 | 1.0 × 10−3 |
| 7 | SCUBE2 | Signal peptide, CUB domain, EGF-like 2 | 0.51 | 2.2 × 10−2 |
| 8 | DNAJC12 | DnaJ (Hsp40) homolog, subfamily C, member 12 | 0.52 | 1.9 × 10−3 |
| 9 | KCNE4 | Potassium voltage-gated channel, Iskrelated family, member 4 | 0.52 | 7.5 × 10−3 |
| 10 | ECM1 | Extracellular matrix protein 1 | 0.52 | 1.8 × 10−3 |
| 11 | TBC1D9 | TBC1 domain family, member 9 (with GRAM domain) | 0.53 | 4.6 × 10−4 |
| 12 | CYP2B7P1 | Cytochrome P450, family 2, subfamily B, polypeptide 7 pseudogene 1 | 0.53 | 7.3 × 10−3 |
| 13 | ESR1 | Estrogen receptor 1 | 0.54 | 8.3 × 10−8 |
| 14 | CA12 | Carbonic anhydrase XII | 0.55 | 1.2 × 10−3 |
| 15 | MYB | V-myb myeloblastosis viral oncogene homolog (avian) | 0.56 | 1.4 × 10−2 |
| 16 | PLAT | Plasminogen activator, tissue | 0.59 | 2.7 × 10−2 |
| 17 | PGR | Progesterone receptor | 0.59 | 1.6 × 10−2 |
| 18 | CLGN | Calmegin | 0.60 | 2.5 × 10−3 |
| 19 | SLC44A4 | Solute carrier family 44, member 4 | 0.61 | 8.1 × 10−3 |
| 20 | REEP1 | Receptor accessory protein 1 | 0.62 | 9.6 × 10−4 |
| 21 | AR | Androgen receptor | 0.64 | 9.7 × 10−4 |
| 22 | F7 | Coagulation factor VII (serum prothrombin conversion accelerator) | 0.64 | 2.1 × 10−3 |
| 23 | CCDC170 | Coiled-coil domain containing 170 | 0.64 | 1.3 × 10−4 |
| 24 | SELENBP1 | Selenium binding protein 1 | 0.65 | 2.3 × 10−2 |
| 25 | PRKAR2B | Protein kinase, cAMP-dependent, regulatory, type II, beta | 0.65 | 2.0 × 10−3 |
| 26 | GLCE | Glucuronic acid epimerase | 0.66 | 2.0 × 10−4 |
| 27 | RNASE4 | Ribonuclease, RNase A family, 4 | 0.66 | 9.5 × 10−4 |
Abbreviations: FC, Fold change
Fig. 2Real-time PCR validation of mRNA expression in patients with breast cancer. a, c, e The ratios of CXCL13, GABRP and ESR1 mRNA expression in cancer tissues to their corresponding adjacent normal tissues were calculated after real-time PCR detection and normalization to GAPDH expression. X-axis indicates the ratio of mRNA expression in the cancer tissues to their corresponding adjacent normal tissues and Y-axis indicates the number of the specimens. b, d, f Expression levels of CXCL13, GABRP and ESR1 in young women group (n = 130) and older women group (n = 22) were analyzed by real-time PCR analysis and normalized to GAPDH expression. *P < 0.05, **P < 0.01
Fig. 3Western blotting detection of CXCL13 protein in patients with breast cancer. a Expression levels of CXCL13 protein were assessed by Western blotting analysis and normalized to GAPDH. TY1–6 and TO1–6 represented randomly selected cancer tissues from young women group and older women group, respectively, and NY1–6 and NO1–6 represented the randomly selected corresponding adjacent normal tissues from young women group and older women group, respectively. b A semi-quantitative analysis of the Western blotting of CXCL13 protein was performed between cancer tissues (n = 12) and their corresponding adjacent normal tissues (n = 12). c A semi-quantitative analysis of the Western blotting of CXCL13 protein in cancer tissues between young patients (n = 6) and their older counterparts (n = 6). *P < 0.05
Fig. 4Immunohistochemistry detection of CXCL13 protein in patients with breast cancer. a Representative IHC of breast cancer samples, showing the negative, weak, moderate and high expression level of CXCL13, respectively. b The percentage of patients with the negative, weak, moderate and high expression of CXCL13 protein in young and older women group. *P < 0.05
Expression status of CXCL13 in patients with breast cancer by immunohistochemistry
| CXCL13 | Patients with breast cancer | P | |
|---|---|---|---|
| Young (≤45 years) (n = 30) | Old (≥65 years) (n = 18) | ||
| 0 | 4 | 7 | 0.015 |
| 1 | 8 | 6 | |
| 2 | 8 | 3 | |
| 3 | 10 | 2 | |
Fig. 5Analysis of the correlation of CXCL13 expression with clinicopathological features. a The CXCL13 mRNA expression in 152 clinical tissue specimens was compared according to clinicopathological features. b, c, d 138 microarrays from GSE45255 and GSE15852 were divided into two groups according to their relative expression levels of CXCL13 (low expression group and high expression group). The CXCL13 expression and clinicopathological features were compared between these two groups. *P < 0.05, **P < 0.01, ***P < 0.001