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Influence of Genotype and Haplotype of MDR1 (C3435T, G2677A/T, C1236T) on the Incidence of Breast Cancer - a Case-Control Study in Jordan

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Background: Breast cancer is the leading cause of cancer death among women and the second in humans worldwide. Many published studies have suggested an association between MDR1 polymorphisms and breast cancer risk. Our aim was to study the association between genetic polymorphism of MDR1 at three sites (C3435T, G2677A/T, and C1236T) and their haplotype and the risk of breast cancer in Jordanian females. Materials and Methods: A case-control study involving 150 breast cancer cases and 150 controls was conducted. Controls were age-matched to cases. The polymerase chain reaction/restriction fragment length polymorphism (PCR-RFLP) technique and sequencing were performed to analyse genotypes. Results: The distribution of MDR1 C3435T genotypes differed between cases and controls [cases, CC 45.3%, CT 41.3%, and TT 13.3%; controls, CC 13.4%, CT 43.3%, and TT 30.2%, p < 0.001]. Similarly, the distribution of G2677A/T significantly differed [cases, GG 43.1 %, GT+GA 50.9% and AA+TT 6%; controls, GG 29.6 %, GT+GA 50.9%, and AA+TT 19.4%, p = 0.004]. On the other hand, genotype and allelotype distribution of C1236T was not statistically different between cases and controls (p=0.56 and 0.26, respectively). The CGC haplotype increased the risk to breast cancer by 2.5-fold compared to others, while TGC and TTC haplotypes carried 2.5- and 5-fold lower risk of breast cancer, respectively. Conclusions: Genetic polymorphisms of MDR1 C3435T and G2677A/T, but not C1236T, are associated with increased risk of breast cancer. In addition, CGC, TGC and TTC haplotypes have different impacts on the risk of breast cancer. Future, larger studies are needed to validate these findings.
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Asian Pacic Journal of Cancer Prevention, Vol 17, 2016 261
DOI:http://dx.doi.org/10.7314/APJCP.2016.17.1.261
MDR1 (C3435T, G2677A/T, C1236T) Genotype and Haplotypes and Incidence of Breast Cancer in Jordan
Asian Pac J Cancer Prev, 17 (1), 261-266
Introduction
Breast cancer is the most common type of cancer
among women (Kim et al., 2014; Payandeh et al., 2015).
Nearly 1.7 million new cases were diagnosed in 2012, and
over 508 000 women died in 2011 due to breast cancer
worldwide (Global Health Estimates, 2013). In Jordan,
breast cancer is the most common among cancers in
females, accounting for 37 % of all female cancers and for
19% of human cancer, and is the leading cause of cancer
deaths among Jordanian women(Al Rifai and Nakamura,
2015; Awwad et al., 2015). Breast cancer cells often spread
undetected by contiguity, lymph channels, and through the
blood early in the course of the disease. The most common
metastatic sites are lymph nodes, skin, bone, liver, lungs,
and brain (Kalinsky et al., 2015).
Numerous studies have inducted that the complex
interplay of genetics, environmental exposures, hormones,
and behaviours may predispose to breast cancer
Department of Biopharmaceutics and Clinical Pharmacy, Faculty of Pharmacy, the University of Jordan, Amman, Jordan *For
correspondence: mr_abuhaliema@yahoo.com
Abstract
Background: Breast cancer is the leading cause of cancer death among women and the second in humans
worldwide. Many published studies have suggested an association between MDR1 polymorphisms and breast
cancer risk. Our aim was to study the association between genetic polymorphism of MDR1 at three sites (C3435T,
G2677A/T, and C1236T) and their haplotype and the risk of breast cancer in Jordanian females. Materials and
Methods: A case-control study involving 150 breast cancer cases and 150 controls was conducted. Controls
were age-matched to cases. The polymerase chain reaction/restriction fragment length polymorphism (PCR-
RFLP) technique and sequencing were performed to analyse genotypes. Results: The distribution of MDR1
C3435T genotypes differed between cases and controls [cases, CC 45.3%, CT 41.3%, and TT 13.3%; controls,
CC 13.4%, CT 43.3%, and TT 30.2%, p < 0.001]. Similarly, the distribution of G2677A/T signicantly differed
[cases, GG 43.1 %, GT+GA 50.9% and AA+TT 6%; controls, GG 29.6 %, GT+GA 50.9%, and AA+TT 19.4%,
p = 0.004]. On the other hand, genotype and allelotype distribution of C1236T was not statistically different
between cases and controls (p=0.56 and 0.26, respectively). The CGC haplotype increased the risk to breast
cancer by 2.5-fold compared to others, while TGC and TTC haplotypes carried 2.5- and 5-fold lower risk of
breast cancer, respectively. Conclusions: Genetic polymorphisms of MDR1 C3435T and G2677A/T, but not
C1236T, are associated with increased risk of breast cancer. In addition, CGC, TGC and TTC haplotypes have
different impacts on the risk of breast cancer. Future, larger studies are needed to validate these ndings.
Keywords: Breast cancer - MDR1 - polymorphism - haplotype - Jordan
RESEARCH ARTICLE
Inuence of Genotype and Haplotype of MDR1 (C3435T,
G2677A/T, C1236T) on the Incidence of Breast Cancer - a
Case-Control Study in Jordan
Ali M Abuhaliema*, Al-Motassem F Yousef, Nirmeen N El-Madany, Nailya R
Bulatova, Nemah M Awwad, Muhammad A Yousef, Khalil Z Al Majdalawi
(Lecarpentier et al., 2015; Payandeh et al., 2015; Suan
et al., 2015). Many studies suggested that polymorphism
of multi-drug resistance 1 (MDR1) gene may modulate
the incidence of cancer risk (Zhu et al., 2013; de Oliveira
et al., 2014). MDR1 gene is a member of the ABC (ATP-
binding cassette) family that encodes a membrane-bound
phosphoglycoprotein (P-gp). The MDR1 gene is located
on chromosome 7 and contains 28 exons, and the coding
region that leads to change in protein sequence accounts
for less than 5% of the total (Ozdemir et al., 2013) . It acts
as an efux pump and provides cell protection against
various substances such as organic cations, amino acids,
polysaccharides, proteins, and some antibiotics (Kreile et
al., 2014; Pongstaporn et al., 2015). Accordingly, kidney,
adrenal gland, liver, blood-brain barrier, placenta, and
testis contain high amount of P-gp (Ozdemir et al., 2013).
It has been suggested that single nucleotide
polymorphisms (SNPs) of MDR1 could inuence the
level of expression of enhancer and promoter sequences
Ali M Abuhaliema et al
Asian Pacic Journal of Cancer Prevention, Vol 17, 2016
262
that may inuence the efcacy of processing of the pre-
mRNAs, and as a consequence, may inuence mRNA
stability(Ozdemir et al., 2013; Du et al., 2014). Modulation
of the P-gp transporting function may contribute to
mutagenesis through accumulation of exogenous toxins
and increase the risk of cancer development. Among
more than 50 SNPs identied in ABC gene, the most
clinically relevant SNPs are C3435T (rs1045642,
NC_000007.14; 87509329) in exon 26, G2677A/ T
in exon 21 (rs2032582, NC_000007.14; 87531302)
and C1236T (rs1128503, NC_000007.13; 87550285).
Synonymous SNPs as C3435T and C1236T decrease
the levels of mRNA expression and, hence, overall P-gp
activity (Pongstaporn et al., 2015), whereas, G 2677A/T
leads to change of alanine amino acid with serine or
threonine. Many studies discussed the relation between
the three SNPs and the incidence of breast cancer (Ji et al.,
2012; Tulsyan et al., 2014; Gutierrez-Rubio et al., 2015;
Kim et al., 2015). However, the ndings of these studies
are still inconclusive (Wang et al., 2013a; Gutierrez-Rubio
et al., 2015).
The aim of this study is to discuss the association
between genetic polymorphism of MDR1 at three sites
(C3435T, G2677A/T, and C1236T) and their haplotype
and the risk of breast cancer among Jordanian women.
Materials and Methods
Study population
A hospital-based study of 150 breast cancer (BC)
women and 150 age-matched healthy individuals was
conducted at Al-Basheer Hospital/Amman which is a
referral hospital for cancer patients. The study lasted
from the 15th of March till the 21st of December 2014.
The research was approved by the Ethics Committee
[Institutional Review Board, (IRB)] at Al-Basheer
Hospital in accordance with the ethical standards on
human experimentation (Institutional and National)
and with the Helsinki Declaration (IRB no. 17443,
28/11/2013). Each subject gave a sample of his/her blood
after detailed explanation of the purpose of the study
followed by obtaining an informed consent.
MDR1 Genotyping
Venous blood (4 mL) was collected from patients and
healthy subjects in K3EDTA-coated tubes. The tubes were
kept in icebox and DNA extraction was performed on the
same day using “DNA Genomic Wizard” purication
kit (Promega Corporation, Wisconsin, USA) according
to manufacturer’s instructions. Amplication of the 3
position was done using primers as shown in Table (1)
(Princess Haya Biotechnology Centre at the King Abdullah
University Hospital, Jordan University for Science and
Technology, Irbid, Jordan). The PCR conditions were: 4
minutes of initial denaturation at 95ºC, followed by 39
cycles of 95ºC for 15 seconds, 60ºC for 12 seconds, and
72ºC for 15 seconds, with a nal extension at 72ºC for
10 minutes (Bio-Rad, S1000 Thermal cycler™, USA).
The PCR products of C3435T were digested with
Dpn II restriction enzyme, the products of C1236T were
digested with Hae II, while the genotyping of G2677A/T
was done by DNA sequencing for all samples (BigDye
Terminator Cycle Sequencing on 3730xl DNA sequences,
Genewiz® Co., USA). The digestion fragment sizes for the
MDR1C3435T genotypes were: 93, 167, and 172 bp bands
for CC; 167, and 265 bp bands for TT; and 93, 167,172,
and 265 bp bands for CT, whereas for C1236T; 35, 87, and
199 bp bands for CC; 87, and 234 bp bands for TT; and
35, 87,199, and 234 bp bands for CT. Resulting fragments
were separated on 2% agarose gel electrophoresis and
visualized using RedSafe™ (New England Biolab, USA)
staining.
Findings of the PCR-RFLP were validated by the
following: 1) A negative control was run simultaneously
with every PCR run. A negative control contained all
PCR components except the DNA template; 2) 20 % of
all samples were repeated to conrm ndings of the PCR-
RFLP; 3) Randomly selected 10 % PCR-RFLP results
were conrmed by DNA sequencing. The concordance
between repeated samples, sequencing and PCR-RFLP
results was 100%.
Haplotype analysis
We analyzed the haplotype frequencies of the three
loci (C3435T, G2677A/T and C1236T) and compared
them between BC cases and controls. Haplotype
frequencies were calculated using Haploview software
for analysis and visualization of LD and haplotype
maps (Barrett et al., 2005), and Multiallelic Interallelic
Disequilibrium Analysis Software (MIDAS®, University
0
25.0
50.0
75.0
100.0
Newly diagnosed without treatment
Newly diagnosed with treatment
Persistence or recurrence
Remission
None
Chemotherapy
Radiotherapy
Concurrent chemoradiation
10.3
0
12.8
30.0
25.0
20.3
10.1
51.7
75.0
51.1
30.0
31.3
54.2
46.8
56.3
27.6
25.0
33.1
30.0
31.3
23.7
38.0
31.3
Table 1. Primer Sequences Used in Genotyping of MDR1 SNPs
SNP Positiona rs name Primers sequence Tm GC% PCR product size
C3435T 87509329 rs1045642 5’ACATGCTCCCAGGCTGTTTAT’3 59.71 47.62 432 bp
5’TGACAGTTCCTCAAGGCATACA’3 59.36 45.45
G2677T/A 87531302 rs2032582 5’TTTAGTTTGACTCACCTTCCCG’3 58.26 45.45 229 bp
5’TGTTTTGCAGGCTATAGGTGCC’3 61.2 50
C1236T 87550285 rs1128503 5’CTCGAAAAGAAGTTAAGGTACAGTG’3 57.89 40 321 bp
5’ATCTCACCATCCCCTCTGTG’3 58.5 55
a:NC_000007.14; Tm: melting temperature; bp: base pair
Table 2. Characteristics of BC Patients
Patient characteristic Mean ±SD or N (%)
Age, years 49.9±10.8
Median age at diagnosis( range), years 49 (23-74)
BMI, kg/m2 28.8 ± 6.3
Number of children 4.2 ± 3
Age at rst birth, years 19.4 ± 9.9
Nulliparous 22 (16.1)
Age at menarche, years 13.5 ± 1.6
Age at menopause, years 49.0 ± 4.6
SD: standard deviation; BMI: body mass index
Asian Pacic Journal of Cancer Prevention, Vol 17, 2016 263
DOI:http://dx.doi.org/10.7314/APJCP.2016.17.1.261
MDR1 (C3435T, G2677A/T, C1236T) Genotype and Haplotypes and Incidence of Breast Cancer in Jordan
of Southampton, Higheld, Southampton, UK) (Gaunt et
al., 2006) and linkage disequilibrium was represented by
Lewontin’s coefcient; D prime (D’), r2, and Chi square.
Statistical analysis
Data were coded and entered into SPSS software
version 16 (Chicago, IL). Data of categorical nature were
summarized as counts and percentages. Data of continuous
nature were summarized as mean ± standard deviation.
The relation between categorical vs. categorical variables
were evaluated by Chi-square or Fisher exact test as
appropriate. The strength of association was assessed by
calculating odds ratio (OR) and 95% condence interval
(95% CI) (Cochran, 1954). The relationship between
categorical and continuous variables were evaluated
by independent sample t-test, ANOVA, Mann Whitney
or Kruskal Wallis tests as appropriate. Normality of
distribution was assessed by Kolmogorov-Smirnov
or Shapiro-Wilk test as appropriate. Homogeneity of
variance was evaluated by Levene’s test. A p value<0.05
was considered statistically signicant. Hardy-Weinberg
Equilibrium was assessed for genotypes assuming degree
of freedom =1 (Rodriguez et al., 2009).
Results
A total of 150 breast cancer patients and 150 control
subjects were included in this study. BC patients and
control groups were of the same age (49.9±10.8 years).
Among BC patients, the median age at diagnosis was
49 years, that at menarche was 13.5±1.6 years and
at menopause 49±4.6 years. Table 2 summarizes the
demographic and clinical characteristicsof BC patients.
Genotype distribution
Study of MDR1 C3435T polymorphism revealed
that the homozygote mutant type was found in 13.3%
among cases, while among controls wild 30.2%, and
higher prevalence of wild type in BC patients compared to
controls (p < 0.001). Subjects with (C3435T) T allele were
2 time less likely to suffer from breast cancer (p< 0.0001).
As for G2677A/T polymorphism, the prevalence of wild
type (GG) was higher among cases compared to controls
[50 (43.1%) vs 32 (29.6%), respectively], while the mutant
type (AA+TT) was lower in BC [7(6%) vs 21 (19.4%) in
controls], (p = 0.004). On the other hand, genotype and
allelotype distribution of C1236T was not signicantly
different between cases and controls (p=0.56) (Table 3).
MDR1 Haplotype
The most common haplotypes were CGC and TTT,
while the least common haplotypes were TTC and CTC
among both cases and controls. Three haplotypes were
distributed differently between cases and controls. CGC
haplotype is associated with 2-fold increase in the risk
of breast cancer compared to others [OR=2.5, 95%CI
(1.8-3.6), p <0.001] while the TGC and TTC haplotypes
were protective. Carriers of TGC had 2.5times lower
risk of breast cancer compared to others [OR=0.4, 95%
CI (0.2-0.7), p <0.001], while carriers of TTC haplotype
had 5 times lower risk of breast cancer [OR=0.2, 95%CI
(0.08-0.7), p=0.007]. Table 4 summarises the association
between haplotypes and incidence of breast cancer.
Additionally, every two SNPs were analyzed together.
Considering C3435T and G2677A/T haplotypes, patients
who carry CT and TG haplotype were 5 times less likely to
develop breast cancer than those who carry CG haplotypes.
Considering C3435T and C1236T haplotypes, patients
who carry TC haplotype were 6.4 times less likely to
develop breast cancer than those who carry CC haplotypes.
Regarding G2677A/T and C1236T haplotypes, patients
who carry TC haplotypes are 10.6 times less likely to
develop breast cancer than those carrying GC haplotypes.
Table 3. MDR1 Genotype and Allelotype Distribution among Cases and Controls
Variables Genotypes Alleles
Cases Controls P OR Allele Cases, Controls, P OR (95% CI)
N (%) N (%) (95% CI) N (%) N (%)
MDR1 C3435T 150 150 < 0.0001 C 198 (66) 145 (48.3) < 0.0001 2(1.49- 2.88)
CC 68 (45.3) 40 (26.7) 2.28(1.41-3.70)
CT 62 (41.3) 65 (43.3) 0.92(0.58-1.45) T 102 (34) 155 (51.7)
TT 20 (13.3) 45 (30) 0.36(0.19-0.65)
MDR1 G2677A/T 116 108 0.004 G 159(67.3) 119(55.1) 0.026 1.68(1.15- 2.46)
GG 50(43.1) 32(29.6) 1.79(1.03-3.12)
GT+AT 59(50.9) 55(50.9) 0.99(0.59-1.68) T 73(31) 93(43.1) 0.59(0.4-0.87)
AA+TT 7(6.0) 21(19.4) 0.26(0.11-0.65) A 4(1.7) 4(1.8) 0.91(0.23-3.69)
MDR1 C1236T 148 126 0.56 C 169 (57.1) 132 (52.4) 0.26 1.2(0.86-1.7)
CC 56(37.8) 40(31.7) 1.3(0.79-2.16)
CT 57(38.5) 52(41.3) 0.89(0.55-1.44) T 127 (42.9) 120 (47.6)
TT 35(23.6) 34(27) 0.83(0.48-1.44)
N: sample size; P: P value based on chi square or sher exact test; OR: odd ratio; CI: Condence Interval
Table 4. Haplotype Distribution of MDR1 3435, 2677,
and 1236 among Cases and Controls
Haplotype total Cases, Controls, OR
(%) N=300 N=286 (95% CI)
C3435T-G2677A/T-C1236T N (%) N (%)
CGC 35 135 (45) 70 (24.4) 2.5 (1.8-3.6)
TTT 19 54 (18) 57 (20) 0.9 (0.6-1.3)
CTT 13.9 37 (12.4) 45 (15.6) 0.8 (0.5-1.2)
TGC 13.9 25 (8.4) 55 (19.4) 0.4 (0.2-0.7)
TGT 6.4 18 (6) 20 (6.9) 0.8 (0.4-1.6)
CGT 5.8 21 (7) 13 (4.5) 1.6 (0.8-3.2)
TTC 3.2 4 (1.3) 15 (5.2) 0.2 (0.08-0.7)
CTC 2.8 5 (1.6) 12 (4.2) 0.4 (0.1-1.1)
N: No of chromosomes; OR: odd ratio; CI: Condence Interval
Ali M Abuhaliema et al
Asian Pacic Journal of Cancer Prevention, Vol 17, 2016
264
The strongest linkage disequilibrium (LD) was
observed between SNPs at 2677 and 1236 in cases and
controls [cases: D’=0.92; controls: D’=0.54] (Table 5).
The linkage disequilibrium was signicant between all
pairs of SNPs among cases but not among controls.
Discussion
MDR1 gene is a member of the ABC family that
encodes P-gp, an ATP-dependent efux pump that helps
the cell to get rid of toxins and exogenous materials (Kreile
et al., 2014). Many studies suggested that polymorphism
of MDR1 gene may modulate risk of breast cancer due
to the absence of protective effect provided by this pump
(Ikeda et al., 2015). We studied the association between
genetic polymorphism of MDR1 and the risk of breast
cancer among Jordanian patients.
Our results indicate that C3435T CC genotype is
signicantly associated with increased risk of breast
cancer. Zubor et al. (2007), reported that, among patients
in Slovak Republic, those carrying CC genotype of
C3435T had increased risk of breast cancer. In a study by
Macias-Gomez et al. (2014) conducted among Mexicans
the prevalence of the TT genotype was 8% for patients
with brocystic changes (FCC), 13% for inltrating ductal
breast cancer (IDBC) and 24% for control samples.
In a meta-analysis published in 2012 that involved 7
studies, MDR1 C3435T polymorphism was signicantly
associated with increased risk of breast cancer (TT vs
CC, OR = 1.66, 95% CI (1.24-2.21) (Wang et al., 2012).
A meta-analysis published in 2013 based on 52 studies,
included 9 studies that analysed the association of breast
cancer and C3435T polymorphism showed similar results
[TT vs CC: OR=1.18, 95%CI (0.869-1.621), p=0.001]
(Wang et al., 2013b). There are some limitations in this
meta-analysis including asymmetry of its funnel plot
suggesting potential publication bias, a language bias,
and lack of publication of trials with opposite results. The
pre-existing publication bias would question the ndings
of this meta-analysis. Additionally, this meta-analysis
suffered from signicant heterogeneity.
On the other hand, a meta-analysis conducted in 2011
did not nd any association between MDR1 C3435T
polymorphism and risk of breast cancer (Lu et al., 2011).
Fawzy et al. (2014) studied 190 Egyptian females with
breast cancer and showed that the frequency of TT
genotype of C3435T and T allele were significantly
higher in breast cancer patients compared to the controls
(P < 0.05) while no signicant differences were found
between the frequencies of MDR1 G2677A/T and C1236T
genotypes and haplotypes.
The conicting results of many studies may be caused
by multi gene interactions. It may be assumed that TT
genotype leads to defect in P-gp function resulting
in increasing drug accumulation inside the cells, and
resistance to the chemotherapy, though it may be a
consequence from other mechanisms. On the other hand,
in patients with the CC genotype, there might be a strong
linkage disequilibrium with other polymorphisms in the
MDR1 gene as well as alterations in the post translational
pathway which inuences the efcacy and stability of
P-gp.
Genotypes distribution of C3435T vary widely
among different populations. In Caucasians, the 3435
frequency was reported as CC (22%), CT (50%), and TT
(28%) (Hamidovic et al., 2010). In a study conducted
among Spanish breast cancer patients MDR1 C3435T
allele distribution was (C) 0.52 and (T) 0.48 which
were not different from controls, while genotypes were
distributed as CC 14 (28%), CT 24 (48%) and TT 12
(24%) (Henriquez-Hernandez et al., 2009). On the other
hand, in Korean population, CC, CT, and TT genotypes
were found in 50.9%, 10.2%, and 38.9% BC patients,
respectively. A study conducted among Jordanian and
Sudanese population by Salem, et al (2014) reported that T
allele was more prevalent among Jordanians than C allele
(CC: 20.7%, CT: 51.7%, TT: 27.6%; C: 47%, T: 53%).
Jordanians resembled Asians and Europeans but were
different signicantly from Africans (Salem et al., 2014).
Our results indicate that the wild type of 2677G
polymorphism is associated with increased risk of breast
cancer. These ndings are concordant with those in a study
by Rubis et al. (2012) that involved 209 patients and 202
controls from Poland [cases: GG = 43.5, GT+GA = 44.5
and AA+TT = 12%; controls: GG = 34%, GT+GA = 52.5%
and AA+TT = 13.5%]. On the other hand, six studies (2
involving BC patients and 4 involving patients with all
cancers) from seventeen studies that evaluated G2677A/T
polymorphism that were included in a meta-analysis
revealed TT genotypes of G2677A/T to be associated
with cancer risk in general (Wang et al., 2013a). Wu et al.
(2012), reported that T allele of G2677A/T carried 1.83
higher risk of developing breast carcinoma.
Regarding C1236T polymorphism, our results showed
no signicant association with the incidence of breast
cancer. These ndings are consistent with a recent meta-
analysis, which reported lack of association between
C1236T genetic polymorphism and the incidence of cancer
in general (Wang et al., 2013a). In a study conducted by
Alsaif et al. (2013) indicated that C1236T CC genotype is
protective against breast cancer, while mutant genotypes
of CT, and TT were more prevalent in cases compared to
controls (p < 0.001). Gutierrez-Rubio et al. (2015), a study
involved BC patients reported C1236T CT genotype is
protective against breast cancer.
Little is known regarding the inuence of MDR1
C3435T- G2677A/T- C1236T haplotypes in terms of
the potential impact on risk of breast cancer. Our results
revealed that CGC, TGC and TTC haplotypes strongly
modulate the risk of breast cancer. CGC haplotype
increases the risk to breast cancer by 2.5 folds compared
to others while, TGC and TTC haplotypes were protective
Table 5. Haplotype Distribution for Each two SNPs
Variable Cases Controls
Haplotype D’ r2 X2 D r 2 X2
3435-2677 0.6 0.31 36.6 0.05 0.002 0.21
3435-1236 0.57 0.22 32.4 0.004 0 0.0017
2677-11236 0.92 0.52 60.6 0.54 0.29 26.11
D’: theoretical range of the linkage disequilibrium coefcient; r2: the
square of the correlation coefcient between two indicator variables;
X2: Chi-Squared with one degree of freedom
Asian Pacic Journal of Cancer Prevention, Vol 17, 2016 265
DOI:http://dx.doi.org/10.7314/APJCP.2016.17.1.261
MDR1 (C3435T, G2677A/T, C1236T) Genotype and Haplotypes and Incidence of Breast Cancer in Jordan
against breast cancer. On the other hand, Wu et al. (2012)
reported that TTT haplotype is signicantly increases the
risk of breast carcinoma. The frequencies of haplotypes
reported in this study are in line with a recently published
MDR1 haplotypes among apparently healthy Jordanians
by Al-Diab et al. (2015) with the most prominent haplotype
being CGC (37.6%), followed by TTT (18.6%), and the
least frequent haplotype being CTC (1.8%).
Acknowledgements
The authors would like to thank the staff nurses and
physicians of the Oncology Department at Al-Basheer
Hospital for their huge assistance and patience. The
authors would like to extend their gratitude to all the
research participants for their wonderful participation
and cooperation. This study was supported, in part, by
unconditional grant from the Deanship of Scientific
Research (The University of Jordan, Jordan).
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Asian Pacic Journal of Cancer Prevention, Vol 17, 2016
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0
25.0
50.0
75.0
100.0
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Newly diagnosed with treatment
Persistence or recurrence
Remission
None
Chemotherapy
Radiotherapy
Concurrent chemoradiation
10.3
0
12.8
30.0
25.0
20.3
10.1
6.3
51.7
75.0
51.1
30.0
31.3
54.2
46.8
56.3
27.6
25.0
33.1
30.0
31.3
23.7
38.0
31.3
0
25.0
50.0
75.0
100.0
Newly diagnosed without treatment
Newly diagnosed with treatment
Persistence or recurrence
Remission
None
Chemotherapy
Radiotherapy
Concurrent chemoradiation
10.3
0
12.8
30.0
25.0
20.3
10.1
6.3
51.7
75.0
51.1
30.0
31.3
54.2
46.8
56.3
27.6
25.0
33.1
30.0
31.3
23.7
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31.3
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... Multi-Drug Resistance (MDR1) gene encoding a 170 kilo Dalton transmembrane glycoprotein called p glycoprotein (P-gp) is one of these important candidate genes due to its physiologic role. P-gp an ATP-driven transporter mediates to transportation of many metabolites and harmful substances from inside to outside through plasma membrane, so that intracellular levels of toxic compounds are kept low (4)(5)(6). ...
... For example Abuhaliema et al. reported that the frequencies of C3435T and G2677A/T wild type genotypes (CC for C3435T, p < 0.001 and GG for G2677A/T, p = 0.004) were higher in the cases compared the controls and individuals carrying T allele of C3435T had a 2 fold decreased risk of breast cancer (p< 0.0001), opposite to the results of many previous studies. On the other hand, genotype and allele frequencies of C1236T were not different between the groups in their study (6). ...
... There is still no consensus about relationship between C3435T polymorphism and risk of breast cancer. Similarly, our results are consistent with some previous studies (4,20) but inconsistent with others (6,22,25). Like us, many researchers argued that conflicting results of these studies may depend on differences in genetic background and lifestyle of the studied populations. The findings obtained from stratification of meta-analyses by ethnicity seem to support this assumption. ...
Article
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Objective: The most common malignancy in women is breast cancer worldwide. Previous studies performed in different populations have suggested an association between Multi-Drug Resistance (MDR1) gene polymorphisms and breast cancer risk in women. The purpose of the current study is to examine relationship between MDR1 polymorphisms (C3435T, G2677T/A, C1236T, A2956G) and the risk of breast cancer in Turkish women.Methods: In this study 35 breast cancer cases and 20 healthy controls were enrolled. Identification of MDR1 genotypes was performed with the polymerase chain reaction/restriction fragment length polymorphism (PCR-RFLP) technique.Results: We observed significant difference in distribution of C3435T genotypes between the cases and the controls (cases, CC 37.1%, CT 28.6%, and TT 34.3%; controls, CC 25%, CT 65%, and TT 10%, p: 0.023). On the other hand, no significant differences in genotype and allele frequencies of C1236T and G2677T/A polymorphisms were observed between groups. We also found that all subjects carry AA genotype for A2956G polymorphism. Conclusion: Although our study group is small, the results suggest that the MDR1 C3435T polymorphism may increase the breast cancer risk in Turkish women.
... The distributions of the genotypes for the SNPs C1236T, G2677A/T and C3435T in P-gp are shown in Figure 31. Reference C1236T: (Abuhaliema et al., 2016;Al-Mohizea et al., 2012;Bellusci et al., 2013;Bouzidi et al., 2016;Kassogue et al., 2013;Pechandova et al., 2006;Phuthong et al., 2017;Qiu et al., 2012;Sipeky et al., 2011;Swart et al., 2012); Reference G2677A/T: (Abuhaliema et al., 2016;Al-Mohizea et al., 2012;Bouzidi et al., 2016;Brown et al., 2012;Kassogue et al., 2013;Pechandova et al., 2006;Phuthong et al., 2017;Qiu et al., 2012;Rosales et al., 2012;Sipeky et al., 2011;Swart et al., 2012) ; References C3435T: (Abuhaliema et al., 2016;Al-Mohizea et al., 2012;Ameyaw et al., 2001;Baldissera et al., 2012;Balram et al., 2003;Bellusci et al., 2013;Bernal et al., 2003;Bouzidi et al., 2016;Brown et al., 2012;Chelule et al., 2003;Cizmarikova et al., 2010;Isaza et al., 2013;Jaramillo-Rangel et al., 2018;Kassogue et al., 2013;Komoto et al., 2006;Leal-Ugarte et al., 2008;Marsh et al., 2015;Masebe et al., 2012;Miladpour et al., 2009;Ngaimisi et al., 2013;Omar and Hughes, 2013;Ostrovsky et al., 2004;Pechandova et al., 2006;Phuthong et al., 2017;Rao et al., 2010;Roberts et al., 2002;Rosales et al., 2012;Sinues et al., 2008;Sipeky et al., 2011;Swart et al., 2012;Vicente et al., 2008) 6.3.3. BCRP ...
... The distributions of the genotypes for the SNPs C1236T, G2677A/T and C3435T in P-gp are shown in Figure 31. Reference C1236T: (Abuhaliema et al., 2016;Al-Mohizea et al., 2012;Bellusci et al., 2013;Bouzidi et al., 2016;Kassogue et al., 2013;Pechandova et al., 2006;Phuthong et al., 2017;Qiu et al., 2012;Sipeky et al., 2011;Swart et al., 2012); Reference G2677A/T: (Abuhaliema et al., 2016;Al-Mohizea et al., 2012;Bouzidi et al., 2016;Brown et al., 2012;Kassogue et al., 2013;Pechandova et al., 2006;Phuthong et al., 2017;Qiu et al., 2012;Rosales et al., 2012;Sipeky et al., 2011;Swart et al., 2012) ; References C3435T: (Abuhaliema et al., 2016;Al-Mohizea et al., 2012;Ameyaw et al., 2001;Baldissera et al., 2012;Balram et al., 2003;Bellusci et al., 2013;Bernal et al., 2003;Bouzidi et al., 2016;Brown et al., 2012;Chelule et al., 2003;Cizmarikova et al., 2010;Isaza et al., 2013;Jaramillo-Rangel et al., 2018;Kassogue et al., 2013;Komoto et al., 2006;Leal-Ugarte et al., 2008;Marsh et al., 2015;Masebe et al., 2012;Miladpour et al., 2009;Ngaimisi et al., 2013;Omar and Hughes, 2013;Ostrovsky et al., 2004;Pechandova et al., 2006;Phuthong et al., 2017;Rao et al., 2010;Roberts et al., 2002;Rosales et al., 2012;Sinues et al., 2008;Sipeky et al., 2011;Swart et al., 2012;Vicente et al., 2008) 6.3.3. BCRP ...
... The distributions of the genotypes for the SNPs C1236T, G2677A/T and C3435T in P-gp are shown in Figure 31. Reference C1236T: (Abuhaliema et al., 2016;Al-Mohizea et al., 2012;Bellusci et al., 2013;Bouzidi et al., 2016;Kassogue et al., 2013;Pechandova et al., 2006;Phuthong et al., 2017;Qiu et al., 2012;Sipeky et al., 2011;Swart et al., 2012); Reference G2677A/T: (Abuhaliema et al., 2016;Al-Mohizea et al., 2012;Bouzidi et al., 2016;Brown et al., 2012;Kassogue et al., 2013;Pechandova et al., 2006;Phuthong et al., 2017;Qiu et al., 2012;Rosales et al., 2012;Sipeky et al., 2011;Swart et al., 2012) ; References C3435T: (Abuhaliema et al., 2016;Al-Mohizea et al., 2012;Ameyaw et al., 2001;Baldissera et al., 2012;Balram et al., 2003;Bellusci et al., 2013;Bernal et al., 2003;Bouzidi et al., 2016;Brown et al., 2012;Chelule et al., 2003;Cizmarikova et al., 2010;Isaza et al., 2013;Jaramillo-Rangel et al., 2018;Kassogue et al., 2013;Komoto et al., 2006;Leal-Ugarte et al., 2008;Marsh et al., 2015;Masebe et al., 2012;Miladpour et al., 2009;Ngaimisi et al., 2013;Omar and Hughes, 2013;Ostrovsky et al., 2004;Pechandova et al., 2006;Phuthong et al., 2017;Rao et al., 2010;Roberts et al., 2002;Rosales et al., 2012;Sinues et al., 2008;Sipeky et al., 2011;Swart et al., 2012;Vicente et al., 2008) 6.3.3. BCRP ...
Thesis
In the modern world, humans are exposed to a wide range of chemicals throughout their life. Human risk assessment of chemicals is of considerable public health importance and provides means to derive safe levels of acute and chronic exposure for subgroups of the human population including neonates, children, elderly and populations of different geographical ancestry and genetic polymorphisms. The application of pathway-related kinetic data to address human variability in the quantification of hazard has potential to reduce uncertainty and better characterize variability compared with the use of traditional default uncertainty factors. This thesis aims to 1) quantify human variability by means of Bayesian meta-analysis for a range of phase I, phase II metabolic pathways and transporters using pharmacokinetic markers of acute and chronic exposure or enzyme activity data from available probe substrate, 2) derive pathway-related variability distributions and pathway-related uncertainty factors for their future integration in physiologically based kinetic models for human risk assessment of chemicals.
... The data search retrieved 40 full length articles and after applying inclusion exclusion criteria only 12 studies were included for mdr1 in association with breast cancer [14][15][16][17][18][19][20][21][22][23][24][25] . Among them 13 studies were excluded as they were on other cancers except breast, 7 reports involved cell cultures rather than tissue or blood, 3 reports were review or meta-analysis and 5 studies included just healthy population without any disease. ...
Article
Full-text available
Background: Increasing trend of breast cancer incidence worldwide is a known fact. This curable disease may become fatal if drug resistance is developed leading to metastatic cancerous tissue. Objective: This is a two parts study; a meta-analysis exploring association of drug resistance (mdr1 and ABCG2) genes with breast cancer and mutational association with molecular subtypes of cancer. Methods: PCR-SSCP for genomic polymorphisms and RT-PCR for expression analysis were performed. Results: C3435T polymorphism of mdr1 gene was most commonly studied mutation with contradictory results. Association of ABCG2 gene mutations with untreated breast cancer was reported only by one study so far. Regarding current genomic analysis of mdr1 gene, three novel mutations were found in exon 12 and 2 mutations were found in exon 26. In ABCG2 gene, addition of C and T were found in intron 8 at the intron-exon junction. A positive correlation was observed between these mutations and tumor grade. Levels of mRNA expression revealed that they were over expressed in cancerous tissues compared with controls. Conclusion: These findings suggest that these genes are associated with breast cancer.
... The conflicting findings of the association between studied MDR1 SNPs and resistance to AEDs, as confirmed from published studies, may be attributed to differences in frequencies of the genotypes/alleles among different ethnicities. Many previous types of research have indicated that the frequencies of the genotypes of different genes that have been studied among the Jordanian population are similar to those reported among Caucasians (Yousef et al. 2012;Al-Motassem et al. 2015;Abuhaliema et al. 2016;Amrani et al. 2016;Shafagoj et al. 2018). Regarding NAC1, our observations suggest none of the examined SNPs modulate the response to AEDs. ...
Article
Full-text available
Background Resistance to antiepileptic drugs (AEDs) remains one of the main challenges to neurologists. Polymorphisms of drug efflux transporters such as multidrug resistance (MDR1) gene and target sites such as the nucleus accumbens–associated 1 (NAC1) gene have been suggested to influence the responsiveness to treatment. Aim Evaluation of the association of MDR1 and NAC1 polymorphisms with AEDs resistance among Jordanian epileptic patients. Subjects and methods 86 Jordanian epileptics were included in the study. DNA was extracted and genotyping was conducted by polymerase chain reaction followed by sequencing. Nine single nucleotide polymorphisms (SNPs) on the MDR1 gene and six SNPs on the NAC1 gene were investigated. Results MDR1 and NAC1 polymorphisms don’t seem to influence the resistance to AEDs at the genotype or allele level. However, a strong association was found between MDR1 rs2032588 (OR = 5; 95%CI = [1.3–18.8], p = 0.01) and AEDs resistance among males at the allele level. Also, data revealed an association between MDR1 rs1128503 and AEDs resistance among females at the allele level. Conclusion The data suggest that MDR1 and NAC1 polymorphisms do not influence the AEDs resistance among Jordanian epileptics. However, there is a gender-dependent association between MDR1 polymorphisms and resistance to AEDs at two SNPs (rs2032588 and rs1128503).
... Our findings suggest a relationship between a genetic variant in the ABCB1 gene rs1128503 and increased risk of developing cervical cancer. In accordance with our results, recent studies demonstrated the association of ABCB1 polymorphisms with colorectal, glioblastoma, acute myeloid leukemia, gastric, and breast cancers (Rahmani et al., 2017;Rahmani et al., 2020aRahmani et al., , 2020bAbuhaliema et al., 2016;Amerizadeh et al., 2021;Alghasi et al., 2021). These observations may be explained by the role of MDR1 in promoting drug resistance in different types of human malignancies. ...
Article
Background Cervical cancer is one of the most prevalent cancers among women and is associated with high morbidity and mortality. Several factors are involved in the pathogenesis of cervical cancer including viral infections and/or genetic modifications that include single nucleotide polymorphisms (SNPs). Methods We aimed to investigate the association of genetic variants in ATP Binding Cassette Subfamily B Member 1 (ABCB1) (rs1128503) and Fc Gamma Receptor IIIa (FCGR3A) (rs396991) genes and susceptibility to cervical cancer in 263 individuals with or without this form of cancer. DNA samples were isolated and genotyped using a TaqMan based real-time (RT-) PCR method. Results The rs1128503 was found to be associated with an increased risk of cervical cancer (recessive model: OR = 2.6, CI: 1.1–5.8, p = 0.02). whilst there was no association between the rs396991 and susceptibility to cervical cancer. Conclusion Our results showed that there is an association between the ABCB1 polymorphism and susceptibility for cervical cancer suggesting its potential as a risk stratification marker for cervical neoplasia.
... Several studies have shown differential expression of P-gp across populations due to polymorphisms in the ABCB1 gene, which encodes this protein [3][4][5]. Around 50 single nucleotide polymorphisms (SNP) have been described for this gene, and attention has mainly been focused on a base change at position 3,435 within exon 26 [6][7][8][9][10]. The presence of the ABCB1 3435 TT genotype has been related to decreased drug bioavailability and a less favorable cancer treatment [11][12][13]. ...
Article
Full-text available
Objectives: ABCB1 gene polymorphisms can modify P-glycoprotein function with clinical consequences. Methods: The 3435C>T polymorphism prevalence was analyzed using oligonucleotide probes and next-generation sequencing in 421 unrelated healthy individuals living in Cuba. Data were stratified by gender, ethnic background and residence. The genotype and allelic frequencies were determined. Results: The genotype distribution met the Hardy-Weinberg equilibrium assumption. The allelic frequency was 63.5% for the 3435C variant. The genotype frequencies were 41.1% for CC, 44.9% for CT and 14.0% for TT. The allele and genotype distributions differed between individuals living in La Habana and Santiago de Cuba (p<0.05) when ethnic background was analyzed. The allelic distribution was similar among Admixed and Black subjects, and they differed from Caucasians. The CC genotype was equally distributed among Admixed and Black subjects, and they differed from Caucasians. The TT genotype frequency differed between Caucasians and Admixed. The CT genotype was distributed differently among the three groups. Similar distribution was obtained in Brazilians, whereas some similarities were observed in African, Spanish and Chinese populations, consistent with the mixed Cuban ethnic origin. Conclusions: This is the first report on allele and genotype frequencies of the 3435C>T polymorphism in Cuba, which may support personalized medicine programs.
Article
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Multidrug resistance 1 (MDR1) is a transmembrane transporter on the cell membrane. As an ATP-dependent efflux pump, MDR1 is mainly responsible for the adsorption, distribution, metabolism, excretion and transportation of anticancer drugs to cancer cells. Mutations of the MDR1 gene may be associated with the incidence of cancer. In the past decade, associations found between the MDR1 rs1045642 polymorphism and breast cancer have been inconsistent and inconclusive. Therefore, the present study performed a meta-analysis including studies published up until August 16, 2023 to systematically evaluate the association between the MDR1 rs1045642 polymorphism and breast cancer risk. A total of 21 published case studies involving 6,815 patients with breast cancer and 9,227 healthy participants were included in the meta-analysis. Overall, the MDR1 rs1045642 polymorphism was not significantly associated with breast cancer-associated risk. However, in the subgroup analysis, the MDR1 rs1045642 polymorphism was found to be notably associated with a higher risk of breast cancer among Asian populations in recessive models [TT vs. CT + CC; odds ratio (OR)=1.393; 95% confidence interval (CI), 1.143–1.698; P=0.001; I²<25%]. The MDR1 C3435T polymorphism was also associated with a notable decrease in the incidence of breast cancer in mixed ethnicity populations (TT and CT + CC; OR=0.578; 95% CI, 0.390–0.856; P=0.006; I²<25%). In Caucasian populations, the MDR1 rs1045642 polymorphism was not associated with breast cancer risk. In conclusion, the present meta-analysis demonstrated that the MDR1 rs1045642 polymorphism may increase the risk of breast cancer in Asian populations, is associated with a reduced risk of breast cancer in mixed populations but has no notable effect in Caucasian populations.
Article
Colorectal cancer (CRC) is one of the most malignant tumors worldwide with poor prognosis. There are various genetic polymorphisms associated with colorectal cancer have been reported in recent studies. Here, we examined the relationship between the multidrug resistance mutation 1 (MDR1 or ATP-binding cassette sub-family B member 1, ABCB1) (rs1128503) polymorphism and the risk of CRC in 334 individuals with or without CRC. DNA was extracted and genotyped using a Taq-Man based PCR method. The MDR1 polymorphism was shown to be related to the susceptibility for CRC using recessive (OR = 3.76, CI = 2.18–6.51, p < 0.001) and dominant models (OR = 1.96, CI = 1.12–3.45, p = 0.01). No association was found between the variant and Marriage/Education/Smoking/alcohol-consumption status. Our findings demonstrated the association of the genetic variant in the MDR1 gene with susceptibility to CRC, suggesting its potential role as a risk stratification biomarker in CRC patients.
Article
Background Genetic polymorphisms of drug efflux transporters as ATP-binding cassette subfamily B, member 1 (ABCB1) have been suggested to modulate antiepileptic drugs (AEDs) response. We aimed to explore the association of ABCB1 polymorphisms and AEDs resistance among epileptic patients. Methods A total of 86 Jordanian epileptic patients treated with AEDs was included in the study. DNA was extracted from blood samples and genotyping and haplotypes analyses were conducted for Nine single nucleotide polymorphisms (SNPs) on the ABCB1 gene. Results Data revealed that none of the examined SNPs were associated with resistance to AEDs neither on the level of alleles nor genotypes. However, strong association was found between rs2235048 (OR = 10.6; 95%CI = [1.89–59.8], p= 0.01), rs1045642 (OR = 14; 95%CI = [1.3–156.7], p= 0.02), rs2032582 (OR = 9.1; 95%CI = [1.4–57.3], p= 0.04) and rs1128503 (OR = 18.7; 95%CI = [1.6–222.9], p= 0.02), ABCB1 polymorphisms and resistance to AEDs among females but not males. Haplotype analysis revealed statistically significant associations. The strongest significant associations were for haplotypes containing 2677G_1236 T in two-SNPshaplotypes (OR = 4.2; 95%CI = [1.2–14.9], p = 0.024); three-SNPs-haplotypes (OR = 4.2; 95% CI = [1.2–14.9], p = 0.02); four-SNPs-haplotypes (OR = 4.1; 95%CI = [1.2–14.3], p = 0.026). Conclusion Data suggests that there is a gender dependent association between ABCB1 genetic polymorphisms and response to AEDs. Additionally, ABCB1 haplotypes influence the response to AEDs. Further investigation is needed to confirm the results of this study.
Article
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Background Compared with western countries, Asian breast cancer patients have unique pathological and biological characteristics. Most of them are premenopausal women with HR positive. Tamoxifen as the first-line drug for premenopausal women with HR+ is involved in multiple enzymes and transporters during metabolizing and transporting process. Variants that cause decreased or inactive gene products leading to abnormal responses in tamoxifen therapy have well been studied in western countries, whereas such information is much less reported in Asian populations.Objective In order to elucidate the relationship between genetic variants and tamoxifen-induced individual drug reactions in different Asian populations and further identify genotypes/phenotypes with potential therapeutic significance.Methods We reviewed the frequencies of genetic variants in major enzymes and transporter genes involved in the metabolism and transport of tamoxifen across Asian populations as well as significant correlations between genotypes/metabolic phenotypes and metabolites concentrations or BC clinical outcomes.ResultsSignificant inter-ethnic differences in allele frequencies was found among Asian populations, such as CYP2D6*4, *10, *41, CYP2C9*2, ABCB1 C3435T and SLCO1B1*5, and CYP2D6*10/*10 is the most common genotype correlated with adverse clinical outcomes. Moreover, we summarized the barriers and controversies of implementing pharmacogenetics in tamoxifen therapy and concluded that more population-specific pharmacogenetic studies are needed in the future.Conclusion This review revealed more systematic pharmacogenomics of genes involved in the metabolism and transport besides CYP2D6, are required to optimize the genotyping strategies and guide the personalized tamoxifen therapy in Asian populations.
Article
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Background: Breast malignancies are one of the leading causes of deaths in females worldwide. There are a number of risk factors associated with breast cancer but in Karachi Pakistan there are insufficient data available. Materials and methods: A case control study was conducted on females in age group between 30-80 years. This study was accomplished by retrospective data collection in Aga Khan University Hospital Karachi, Pakistan. A total of 108 females with primary malignancy of breast were included along with 108 matched controls. Relationship of various factors with disease was studied using logistic regression to calculate odds ratios with 95 % confidence intervals. Results: A total of 14 variables were analyzed and based on and 7 were found to be risk factors: old age, family history of breast cancer, family history of other carcinomas, personal history of breast carcinoma, early age of menarche, older age of mother at first delivery and lower number of children. Five factors, parity, breast feeding, history of oral contraceptive pills intake, past history of oophorectomy and hysterectomy showed protective associations. One variable, use of hormonal replacement therapy, showed a controversial link and one other, marital status, was not significant in this study. Conclusions: It is concluded that most of the well-known risk factors for breast cancer are also associated with the disease in the female population of Karachi, Pakistan. High risk patients should be the focus with the help of this study so that screening can be more effective for early diagnosis before clinically evident breast malignancy.
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