
TWIST1 GENE EXPRESSION AS A BIOMARKER FOR
PREDICTING PRIMARY DOXORUBICIN RESISTANCE
IN BREAST CANCER Demir S1,10,*, Müslümanoğlu MH2, Müslümanoğlu M3, Başaran S4,
Çalay ZZ5, Aydıner A6, Vogt U7, Çakır T8, Kadıoğlu H9, Artan S1 *Corresponding Author: Selma Demir, Ph.D., Trakya University Faculty of Medicine, Department of
Medical Genetics, 22030 Iskender, Edirne, Turkey. Tel: +90(284)2357642/2330. Fax: +90(284)2357652.
E-mail: selmaulusal@trakya.edu.tr page: 25
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MATERIALS AND METHODS
Sample Collection. Twenty-six primary breast tumor
samples taken from 26 different untreated breast cancer
patients (26 women, mean age: 53.4) following permission
of the institutional ethics board, were included in this study.
Samples were taken from the breast tumors during initial
breast surgery. Tumor cell content of collected samples was
confirmed by imprint cytology. Samples were cut into two
pieces of about 0.5 cm3. One piece of each tumor sample was
put into an RNA stabilization reagent (RNAlater; Qiagen
GmbH, Hilden, Germany) for protection of the RNA content
until RNA isolation, and the other half was put directly into
the 0.2% antimycotic/antibacterial added 7 mL transport
medium [Dulbecco’s modified eagle medium (DMEM)], for
transportation to the laboratory for adenosine triphosphate
tumor chemo-sensitivity assay (ATP-TCA).
Adenosine Triphosphate Tumor Chemo-Sensitivity
Assay. A modified cell viability method of Andreotti
et al. [13] was used to determine the responses of tumor
cells to doxorubicin. Breast cancer tissue samples were
mechanistically fragmented and treated for 12 hours with
10 mL sterile tumor dissociation enzyme reagent (TDR) in
the incubator (37 °C, 5.0% CO2) before resuspension (1.5 ×
105 cells/mL) in DMEM (Gibco Thermo Fisher Scientific,
Waltham, MA, USA). Therapeutic drug preparations from
commercial sources were stored and used before expiration
dates according to the manufacturer’s instructions.
Doxorubicin was prepared in six dilutions corresponding
to 200.0, 100.0, 50.0, 25.0, 12.5 and 6.25%, respectively,
of each standard test drug concentration (TDC). One hundred
percent TDC value used for doxorubicin was 0.5 g/
mL [13-15]. Cultures of approximately 15,000-20,000
cells/ well were tested in 96-well microplates (Costar;
Merck KGaA, Darmstadt, Germany) containing both 12
maximum inhibition control wells (i.e., negative controls
containing no cells) and 12 no inhibition control wells.
Cultures were incubated for 8 days at 37 °C in a >98.0%
humidified, 95.0% air and 5.0% CO2 atmosphere; then
cellular adenosine triphosphate (ATP) was extracted and
stabilized by mixing cell lysing reagent (Merck KGaA)
into each well. The ATP was measured in a BMG LUMIstar
(BMG Labtech GmbH, Ortenberg, Germany) using the 1:1
mix containing cell lysate and Luciferin-Luciferase counting
reagent (Merck KGaA). A 5 second-count integration
with a 1 second delay was used. Each measurement was
performed three times. After incubation for 6 days with the
drug, percentages of breast tumor cell growth inhibition
(BTGI) compared with control cultures was determined.
The area under the curve (AUC) values were calculated
using the trapezoidal rule [16].
RNA Isolation and Real-Time RT-PCR. Fresh
tissue samples kept in RNAlater solution was lysed and
homogenized using Tissue Lyser LT followed by manual
RNA isolation performed with RNeasy Mini Kit (Qiagen
GmbH) according to the manufacturer’s instructions. The
RNA concentration was measured using the NanoDrop
1000 spectrophotometer (Thermo Fisher Scientific) using
the Transcriptor First Strand cDNA Synthesis Kit (Roche
Diagnostics, Mannheim, Germany), 150 ng of total RNA
was reverse transcribed with the combination of anchoredoligo(
dT) and random hexamer primers included in the
kit. TWIST gene expression of tumor samples was determined
by real-time reverse-transcription polymerase chain
reaction (RT-PCR) using β-actin gene expression as the
reference ( Real-Time Ready Gene Expression Assay;
Roche Diagnostics). All reactions were duplicated on a
LightCycler® 480 (Roche Diagnostics). Gene expression
differences of tumor samples were determined using the
ΔΔCT (2–ΔΔCT) method [17]. The Statistical Package for
the Social Sciences (SPSS®) version 11 (https://www.
ibm.com) was used to determine the relationship between
TWIST gene expression status and other tumor parameters
and in vitro chemo-response of tumors to doxorubicin. The
Mann-Whitney U test in the SPSS program has been used
to determine if gene expression differences are related to
chemo-response of tumors.
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