Patients
The construction of tissue microarrays has been described in detail previously [9]. In brief, female patients who underwent mastectomy for breast cancer between 2004 and 2010 were randomly selected from the pathology archives of MacKay Memorial Hospital. The diagnostic H&E slides were reviewed, and representative areas were chosen to annotate three tissue spots per case. Lost cores were excluded from analysis. Finally, a total of 222 patients (tumor-node-metastasis [TNM] stage I, n = 29; stage II, n = 114; stage III, n = 73; stage IV, n = 6) were included in the present study. This study was approved by the Institutional Review Board (11MMHIS154).
Immunohistochemical analysis
Five-µm sections were taken from the recipient tissue microarray blocks and subjected to deparaffinization, rehydration, and antigen retrieval. Immunohistochemical staining was performed by incubation with sections with rabbit polyclonal anti-ZNF639 antibody (NBP2-15177; Novus Biologicals, Centennial, CO, USA) diluted to 1:100 at 4° C overnight. DAB (Dako) was used for color development and hematoxylin for counterstaining.
ZNF639 expression was quantified according to the intensity and extent of immunoreactivity by two independent researchers as described in our protocol [10]. The scores ranged from 0 (no staining), 1+ (weak staining), 2+ (moderate staining) to 3+ (strong staining). Scores from three cores of the same patient were averaged. An average score higher than or equal to 2 was considered to be high ZNF639 expression.
Cell culture and transfections
Human breast tumor cell lines MCF-7 and MCF-10A were purchased from the American Type Culture Collection, Manassas, VA, USA [11]. MCF-7 cells were cultured in Eagle's minimum essential medium supplemented with 2 mM glutamine, 1% non-essential amino acids, and 10% fetal bovine serum. MCF-10A cells were maintained in Dulbecco's Modified Eagle Medium/Nutrient Mixture F-12 supplemented with 10 µg/mL insulin, 20 ng/mL epidermal growth factor, 500 ng/mL hydrocortisone, 100 ng/mL cholera toxin, and 5% horse serum.
ZNF639 siRNAs were obtained from Sigma-Aldrich, St. Louis, MO, USA. Transfection of ZNF639 siRNAs was performed using the Lipofectamine RNAiMAX transfection reagent (Thermo Fisher Scientific, Waltham, MA, USA) according to the manufacturer's protocol. Effects of siRNA transfections were tested after incubation for 48 hours.
Colony-formation assay
For the colony-forming assay, 700 MCF-7 cells or 300 MCF-10A cells were seeded into six-well plates in complete culture medium. After 7 days, colonies were stained with 3% crystal violet and examined under microscopy [12]. Colonies that contained at least 50 individual cells were counted.
Transwell migration assay
Breast tumor cells (MCF-7, 6 × 104 cells/insert; MCF-10A, 1 × 104 cells/insert) were plated into transwell inserts of polycarbonate filters with 8-µm pores (Corning Life Sciences, Corning, NY, USA) [13]. Cells in the transwell insert were allowed to migrate towards the underside of the membrane for 48 hours. Cells on the lower surface of the filter were stained with Diff-Quik (Sysmex, Kobe, Japan) and counted from five random fields under microscopy.
Western blotting
Proteins extracted from cell lysates were subjected to electrophoresis on polyacrylamide gels, followed by transfer to a nitrocellulose membrane. The membrane was blocked in 5% skim milk for 1 hour and incubated with the following primary antibodies [14]: anti-ZNF639 (ab185106; Abcam, Cambridge, UK), anti-Snail1 (PAB1924; Abnova, Taipei, Taiwan), anti-vimentin (V6630; Sigma-Aldrich), anti-CCL20 (GTX31213; GeneTex, Irvine, CA, USA), anti-phospho-AKT Ser473 (#9271; Cell Signaling Technology, Danvers, MA, USA), anti-AKT (#4691; Cell Signaling Technology), anti-phospho-STAT3 Tyr705 (#9131; Cell Signaling Technology), anti-STAT3 (#9132; Cell Signaling Technology), and anti-β-actin (A5441; Sigma-Aldrich). The protein bands were detected with the SuperSignal West Pico enhanced chemiluminescent reagent (Thermo Fisher Scientific).
Oncology proteome profiler
Cell lysates were prepared from MCF-10A cells transfected with a control siRNA or ZNF639 siRNA. The expression of cancer-related proteins was evaluated using the Proteome Profiler Human XL Oncology Array (ARY026; R&D Systems, Minneapolis, MN, USA) according to the manufacturer's instructions.
KM-plotter analysis
The KM-plotter is an online platform integrating available microarray and RNA-seq data with clinical characteristics of individual patients [15]. Data from gene chip studies and RNA-seq studies were separately analyzed with the option set to 'auto select best cutoff' and 'no subtype restriction.'
In vivo metastasis assay
Animal studies were approved by the institutional animal care and use committee of MacKay Memorial Hospital. Six-week-old NOD/SCID mice were purchased from the National Laboratory Animal Center, Taipei, Taiwan. The mice received subcutaneously implanted pellets containing 0.72 mg 17β-estradiol 3 days prior to injection of MCF-7 cells transfected with a control siRNA or ZNF639 siRNA (n = 5, each group) via the tail vein. Seven weeks after tail vein injection, the mice were sacrificed, and the harvested lungs were subjected to H&E examination and GATA3 immunostaining.
Statistical analysis
For survival analysis, Kaplan-Meier curves and the log-rank test were used to assess statistical significance. Cox regression analysis was used to identify the factors independently associated with overall and recurrence-free survival. Experimental data were analyzed using unpaired t-tests or one-way ANOVA with post-hoc Tukey's multiple comparison testing. Data were presented as the mean ± standard deviation, and P < 0.05 denoted significant differences between the groups.