Abstract
Objectives Endometriosis is a chronic disease caused by
the presence of endometrial tissue in ectopic locations outside
the uterus. Chronic exposure to the environmental pollutant
dioxin has been correlated with an increased incidence in the
development of endometriosis in non-human primates. We
have therefore examined whether there is an association
between the polymorphisms of ten dioxin detoxification
genes and endometriosis in Japanese women.
Methods
This was a pilot study in which 100 patients
with endometriosis and 143 controls were enrolled. The
prevalence of five microsatellite and 28 single nucleotide
polymorphism markers within ten dioxin detoxification
genes ( AhR, AHRR, ARNT, CYP1A1, CYP2E1, EPHX1,
GSTM1, GSTP1, GSTT1, NAT2) was examined.
Results
Taking into account that this analysis was a
preliminary study due to its small sample size and genetic
power, the results did not show any statistically significant
difference between the cases and controls for any of the
allele and genotype frequency distributions examined. In
addition, no significant associations between the allele/
genotype of all polymorphisms and the stage (I–II or III–
IV) of endometriosis were observed.
Conclusion
Based on the findings of this pilot study, we
conclude the polymorphisms of the ten dioxin detoxifica-
tion genes analyzed did not contribute to the etiology of
endometriosis among our patients.
Keywords
Endometriosis /C1Dioxin detoxification genes /C1
Single nucleotide polymorphisms /C1Microsatellite /C1
Association study
Introduction
Endometriosis (MIM131200) is an estrogen-dependent
inflammatory disease that is characterized histologically by
the presence of endometrial glands and stroma outside the
uterine cavity. Approximately 6–10 % of women of repro-
ductive age have been reported to suffer from this condition
[1, 2]. In a study of the genetic influence on the risk of endo-
metriosis among twins in Australia, the risk ratio of affected
versus population prevalence was 3.58 for monozygotic twins
and 2.32 for dizygotic twins [3]. A strong familial occurrence,
Electronic supplementary material The online version of this
article (doi:10.1007/s12199-012-0281-y) contains supplementary
material, which is available to authorized users.
Y. Matsuzaka ( &) /C1Y. Y. Kikuti /C1A. Oka /C1H. Inoko /C1
J. K. Kulski /C1M. Kimura ( &)
Division of Basic Molecular Science and Molecular Medicine,
School of Medicine, Tokai University, Bohseidai, Isehara,
Kanagawa 259-1193, Japan
e-mail:
[email protected]
M. Kimura
e-mail:
[email protected]
Present Address:
Y. Matsuzaka
Institute of Experimental Genetics, Helmholtz Zentrum
Mu¨nchen, German Research Center for Environmental Health,
Neuherberg, Germany
K. Goya /C1T. Suzuki /C1L. Cai /C1S. Izumi ( &)
Department of Obstetrics and Gynecology, School of Medicine,
Tokai University, Bohseidai, Isehara, Kanagawa 259-1193,
Japan
e-mail:
[email protected]
J. K. Kulski
Centre for Forensic Science, The University of Western
Australia, Nedlands, WA 6009, Australia
123
Environ Health Prev Med (2012) 17:512–517
DOI 10.1007/s12199-012-0281-y
in which the incidence of the disease is approximately sev-
enfold higher in relatives of women with endometriosis than in
those without family history, supports a genetic role [4, 5].
Ligand-bound AhR translocates to the nucleus, where it
heterodimerizes with ARNT.T h e AhR–ARNT heterodimer
binds to xenobiotic response element sequences and indu-
ces the activation of the target genes that encode the
cytochrome P450 enzymes CYP1A1 and CYP2E1 [ 6]. In
this heterodimer formation, the AhRR competes with AhR
to repress the expression of AhR regulatory genes [ 7].
Crosstalk between dioxin-activated AhR and the functional
estrogen receptor (ER) has been reported [ 8]. Dioxin has
also been shown to induce a dose-dependent increase in the
severity of endometriosis in rhesus monkeys [ 9].
In order to gain a better understanding of the association
between detoxification genes and endometriosis in Japanese
women, we performed a case–control study of endometriosis
as pilot study involving 100 cases and 143 controls.
Methods
Subjects
All patients and controls were female and had given their
written informed consent (IC), following an explanation of
the laparoscopy and histological examination, to participate
in this study, which was performed at the Department of
Obstetrics and Gynecology, Tokai University School of
Medicine. The rate of approval was almost 100 % after a
reflection period between the explanation and admittance to
the hospital. The patients with endometriosis were diagnosed
by laparoscopy and histological examination, and the severity
of disease was staged according to the revised classifica-
tion of the American Society of Reproductive Medicine
(r-ASRM) [10]. Of the 100 endometriosis cases (mean age of
patient 38 ± 4.8 years), 27, 10, 31, 32 cases were classified
as stage I, II, III, and IV levels of disease, respectively. The
143 healthy controls (mean age 43 ± 12.3 years) were
patients of unexplained infertility who had undergone a
diagnostic laparoscopy that proved the absence of endome-
triosis (Table 1). Patients with apparent disease(s) were
excluded from the control group. Ethics approval for this
study was obtained from the Institutional Review Board at
Tokai University School of Medicine.
DNA extraction
Genomic DNA samples were isolated from peripheral blood
leukocytes that were drawn from each subject into tubes
containing heparin by using the Qiagen DNA Extraction kit
(Qiagen, Tokyo, Japan) after lysis with proteinase K and
0.5 % sodium dodecyl sulfate at 37 /C176C for 1 h.
Analysis of microsatellite polymorphisms in the AhR
and ARNT gene regions
To determine the number of repeat units of the microsat-
ellite loci exhibiting polymorphisms in the AhR and ARNT
genes, we synthesized unilateral primers by labeling the 5
0
end with the fluorescent reagent 6-FAM (PE Biosystems,
Foster City, CA). Two and four PCR primer sets were used
for the amplification of two and four microsatellite loci in
AhR and ARNT gene regions, respectively [Electronic
Supplementary Material (ESM) Table 1]. PCR amplifica-
tion and GenScan (Applied Biosystems Japan, Tokyo,
Japan) detection of these microsatellites were carried out as
previously described [ 11].
Genotyping
To examine the distribution of the alleles and genotype
frequency of each single nucleotide polymorphism (SNP)
and deletion, we performed direct sequencing analysis of
ten endometriosis candidate genes using 25 pairs of oli-
gonucleotide PCR primers (ESM Table 2). The reaction
mixture (20 ll) contained 2 ml of dNTP mixture (2.5 mM
each of dATP, dCTP, dGTP, and dTTP), genomic DNA
(5 ml; 2 ng/ ll), 2 ml of 10 9 buffer (100 mM Tris–HCl,
pH 8.3, 500 mM KCl, 15 mM MgCl
2), 20 pmol of forward
and reverse primers, and 0.5 U of r Taq (TaKaRa Bio,
Shiga, Japan). PCR amplification was performed in a
GeneAmp PCR system 9700 automated thermal cycler
(Applied Biosystems Japan) under the following PCR
reaction conditions: an initial denaturation for 5 min at
96 /C176C, followed by 30 amplification cycles of 45 s at
96 /C176C, 45 s at various temperatures depending on the
Table 1 Characteristics of cases of endometriosis and controls
Study cohort Cases Controls
Number of patients 100 143
Age (years)a 38 ± 4.8 43 ± 12.3
Endometriosis stageb
Stage I 27 (27.0)
Stage II 10 (10.0)
Stage III 31 (31.0)
Stage IV 32 (32.0)
Smoking (%)
c 14.7 14.7
Body mass index d 20.6 ± 3 21.5 ± 3
a Mean and standard deviation (SD) of 100 cases and 143 controls
b Number of patients, with the percentage (of 100 cases) given in
parenthesis
c Smoking rates for 34 cases and 34 controls
d Mean and standard deviation for 32 cases and 30 controls
Environ Health Prev Med (2012) 17:512–517 513
123
primers used (ESM Table 2) for annealing, and 2 min at
72 /C176C, with a final extension of 7 min at 72 /C176C. Each PCR
product was purified by exonuclease I and then sequenced
using an ABI 3100 automated sequencer (Applied Bio-
systems Japan).
Statistical analyses
Allele and genotype frequencies were determined by direct
counting. The significance of differences in the distribution
of alleles and genotypes between the patients and controls
was tested using a case–control design by the Fisher’s
exact probability test ( P value test). A P
c of\0.05, which
indicates significant corrections for multiple testing, such
as the Bonferroni method [ P 9 L 9 (n - 1)], was con-
sidered to indicate statistical significance for all allelic and
genotypic frequencies where P, L, and n indicate the
P value, number of loci examined, and the number of
alleles examined, respectively. The odds ratio (OR) and
95 % confidence interval (CI) were also calculated for all
SNPs. The program Haploview (MIT/Harvard Broad
Institute, Cambridge, MA) was used to estimate pairwise
linkage disequilibrium (LD) and haplotype frequency [ 12].
The Genetic Power Calculator was used to calculate a
genetic power for association study ( http://pngu.mgh.
harvard.edu/*purcell/gpc/).
Results
Association of microsatellite markers around the AhR
and ARNT genes with endometriosis
A total of 100 Japanese patients with endometriosis and
143 healthy controls were enrolled in our analysis aimed at
investigating the association between genetic variations in
the AhR and ARNT genes and endometriosis. To this end,
we used six microsatellites found in close proximity and
within the region of the AhR and ARNT genes (Table 2).
The two microsatellites with the dinucleotide repeat
(AC)n and (CA) n were positioned 1,206 and 882 bp
upstream of the exons 2 and 3 in the AhR gene region,
respectively. The other four microsatellites, with di- to
pentanucleotide repeats (TG) n, (TAA), (ATTT) n, and
(TTTTG)n, were positioned 9,907 and 10,880 bp upstream
of the first methionine of exon, 16,306 bp upstream of exon
2, and 2,642 bp upstream of exon 14, respectively, in the
ARNT gene. As shown in Table 2, the microsatellite with
the CA repeats, at intron 2 of the AhR gene and the four
microsatellites in the ARNT gene region had no statistically
significant association with endometriosis. The other
microsatellite with the dinucleotide repeat (AC) n in the
AhR gene region was not polymorphic (data not shown).
Association of endometriosis candidate gene
polymorphisms with endometriosis
Twenty-eight SNPs in the AhR, AHRR, ARNT, CYP1A1
,
CYP2E1, EPHX1, GSTP1, and NAT2 genes were geno-
typed in all 100 patients with endometriosis and 143 con-
trols. The allele frequencies of each polymorphism are
shown in Table 3. There was no significant association
found between the gene polymorphisms and the presence
of endometriosis. However, the TT genotypes in intron 10
(rs2106728) of the AhR gene showed a prominent—but not
significant—association with the risk of developing endo-
metriosis (Table 4, P
c = 0.087). To also test whether there
was an association between endometriosis and the gluta-
thione S-transferase (GST) M1 and T1 null mutation, we
genotyped these genotype frequencies in 97 patients with
endometriosis and 143 controls. No significant differences
were found between the cases and controls for the fre-
quencies of the GSTM1 and GSTT1 null mutations
(Table 4).
We evaluated the LD extension of approximately 42 kb
of the AhR genomic region with 12 SNPs. For the LD block
evaluation, we included SNPs with a minor allele fre-
quency of [0.2, a genotype success rate of [0.8, and
P[ 0.001 in the Hardy–Weinberg equilibrium test. All
SNPs analyzed met the criteria, and the pairwise LD index
Table 2 Results of the association tests for five microsatellite markers with endometriosis
Gene Location Position a Repeat unit Number of alleles Patients b Controlsb Odds ratio (90 % CI) P value
AhR Intron 2 22,322 (CA) n 8 39 (24.1) 49 (20.9) 1.20 (0.74–1.93) 0.461
ARNT Promoter -10,880 (TAA) n 3 65 (50.8) 79 (44.9) 1.27 (0.80–2.00) 0.309
ARNT Promoter -9,907 (TG) n 14 20 (17.2) 20 (12.2) 1.50 (0.77–2.93) 0.235
ARNT Intron 1 11,774 (ATTT) n 2 20 (17.5) 21 (15.4) 1.17 (0.60–2.28) 0.655
ARNT Intron 13 55,880 (TTTTG) n 3 107 (75.9) 128 (68.8) 1.43 (0.87–2.34) 0.159
CI, Confidence interval
a Position is the number of nucleotides from the first nucleotide (A) of the start codon
b Data are presented as the number with the percentage in parenthesis
514 Environ Health Prev Med (2012) 17:512–517
123
Table 3 Nucleotide variations within the human candidate genes and the significance of their association with endometriosis
Gene dbSNP
accession no.
Location Allele a Amino acid
substitution
Allele frequencyb OR (90 % CI) P value Pc value
Patients Controls
AhR rs713150 Intron 1 C/g – 79 (40.7) 87 (30.4) 1.57 (1.07–2.30) 0.020 0.540
rs2282886 Intron 1 A/g – 109 (69.9) 157 (66.5) 1.17 (0.75–1.80) 0.487 1.000
rs2237299 Intron 1 T/c – 139 (73.2) 192 (68.1) 1.28 (0.85–1.92) 0.238 1.000
rs2237298 Intron 1 T/c – 139 (73.2) 192 (68.1) 1.28 (0.85–1.92) 0.238 1.000
rs3802083 Intron 1 T/c – 131 (68.2) 186 (65.5) 1.13 (0.77–1.67) 0.535 1.000
rs2282883 Intron 2 T/c – 122 (69.3) 170 (65.9) 1.17 (0.78–1.76) 0.455 1.000
rs1476080 Intron 2 T/g – 131 (68.2) 183 (66.3) 1.09 (0.74–1.62) 0.663 1.000
rs2237297 Intron 2 G/a – 86 (45.7) 127 (45.4) 1.02 (0.70–1.02) 0.934 1.000
rs3802082 Intron 5 A/t – 100 (52.6) 131 (52.0) 1.03 (0.70–1.50) 0.893 1.000
rs2066853 Exon 10 G/a Arg/Lys 91 (47.9) 155 (45.8) 1.09 (0.75–1.57) 0.654 1.000
rs2040623 Intron 10 C/a – 96 (49.5) 137 (47.9) 1.07 (0.74–1.53) 0.734 1.000
rs2106728 Intron 10 T/c – 169 (87.1) 219 (76.6) 2.07 (1.26–3.39) 0.004 0.108
AHRR rs2292596 Exon 6 C/g Pro/Ala 69 (37.5) 103 (36.8) 1.03 (0.70–1.51) 0.876 1.000
ARNT rs11204735 Intron 1 A/g – 84 (46.7) 112 (43.8) 1.13 (0.77–1.65) 0.547 1.000
rs3768015 Intron 5 C/t – 127 (66.8) 164 (61.2) 1.28 (0.87–1.89) 0.216 1.000
rs10305711 Intron 9 A/g – 127 (67.6) 177 (62.8) 1.24 (0.84–1.82) 0.287 1.000
CYP1A1 rs3826042 Promoter G/a – 157 (89.2) 220 (84.6) 1.50 (0.84–2.68) 0.169 1.000
rs3826041 Promoter T/g – 73 (41.5) 104 (40.0) 1.06 (0.72–1.57) 0.758 1.000
rs4646421 Intron 1 C/t – 71 (37.0) 90 (31.9) 1.25 (0.85–1.84) 0.253 1.000
rs4646422 Exon 2 G/a Gly/Asp 29 (14.9) 32 (11.3) 1.37 (0.80–2.35) 0.248 1.000
rs1048943 Exon 7 A/g Ile/Val 46 (24.2) 61 (22.3) 1.12 (0.72–1.73) 0.624 1.000
rs5030838 3
0 flanking region T/c – 72 (37.1) 92 (32.4) 1.23 (0.84–1.81) 0.286 1.000
CYP2E1 rs2070673 Promoter T/a – 95 (55.9) 133 (54.5) 1.06 (0.71–1.06) 0.782 1.000
EPHX1 rs1051740 Exon 3 T/c Tyr/His 113 (58.2) 145 (51.1) 1.34 (0.93–1.93) 0.121 1.000
rs2292566 Exon 3 G/a synonymous 57 (29.4) 76 (26.8) 1.14 (0.76–1.71) 0.530 1.000
GSTP1 rs1695 Exon 5 A/g Ile/Val 29 (14.9) 40 (14.1) 1.07 (0.64–1.80) 0.792 1.000
rs4891 Exon 7 T/c synonymous 165 (85.1) 239 (84.2) 1.07 (0.65–1.78) 0.790 1.000
NAT2 rs1799930 Exon 2 G/a Arg/Gln 131 (74.4) 183 (73.2) 1.07 (0.69–1.65) 0.776 1.000
dbSNP, Single Nucleotide Polymorphism Database; OR, odds ratio; CI, confidence interval
a In the allele column, a nucleotide on the left-hand side of the slash is a more frequent allele in the controls; each allele is represented by the
nucleotide sequence of the sense strand of each gene
b Allele frequency is presented as the number, with the percentage in parenthesis; frequencies listed are higher in the patients than in the controls
Table 4 Genotype frequencies of the human AhR, GSTM1, and GSTT1 genes and the significance of their association with endometriosis
Gene dbSNP accession no. Genotype a Genotype frequency OR (90 % CI) P value Pc value
Patients (%) Controls (%)
AhR rs2106728 CC 1 (1.0) 5 (3.5)
– CT 23 (23.7) 57 (39.9)
– TT 73 (75.3) 81 (56.6) 2.33 (1.33–4.08) 0.003 0.087
GSTM1 – Deletion 43 (44.3) 67 (46.9)
– Present 54 (55.7) 76 (53.1) 1.11 (0.66–1.86) 0.700 1.000
GSTT1 – Deletion 38 (39.2) 56 (39.2)
– Present 59 (60.1) 87 (60.1) 1.00 (0.59–1.69) 0.998 1.000
a Each genotype is represented by the nucleotide sequence of the sense strand of each gene
Environ Health Prev Med (2012) 17:512–517 515
123
(D) was calculated and plotted (ESM Fig. 1). We further
analyzed the haplotype constitution with six SNPs, namely,
rs1476080, rs2237297, rs3802082, rs2066853, rs2040623,
and rs2106728. Three haplotypes were estimated to have a
frequency of [0.1 using Haploview. Haplotype 2 (TGA-
GAT) was more frequently observed in patients, but not
significantly so, with a difference in frequency between the
case and the control group of P
c = 0.072 (Table 5).
Although we evaluated whether all polymorphisms were
also associated with any of the four stage of endometriosis,
we found that all SNPs were not significantly associated
with stages I/II and III/IV of endometriosis. However, the
frequencies of the allele and the TT genotype in intron 10
(rs2106728) of the AhR gene showed a significant associ-
ation with developing the severe stage (stage III/IV) of
endometriosis without corrections for multiple testing
(ESM Table 3a, P = 0.012 and 0.008, respectively). To
assess the relationship between smoking and rs2106728,
we examined the allele and genotype frequencies of five
smoking patients and five smoking controls, or 29 non-
smoking patients and 29 non-smoking controls. Although
no significant differences were found between the cases
and controls in the smoking group, the frequencies of the
allele and the TT genotype for rs2106728 showed a sig-
nificant association in the non-smoking group without
corrections for multiple testing (ESM Table 3b, P = 0.016
and 0.017, respectively).
Discussion
The aim of this pilot study, in which 100 cases and 143
controls were enrolled, was to evaluate whether the poly-
morphisms and null mutations in the dioxin receptor, the
regulatory factor, and the phase I/II drug-metabolizing
genes AhR, AHRR, ARNT, CYP1A1, CYP2E1, EPHX1,
GSTM1, GSTP1, GSTT1, and NAT2 are associated with the
susceptibility of endometriosis. Our results indicate a fail-
ure to detect a significant association between polymor-
phisms of dioxin detoxification genes and endometriosis in
this small number of subjects. However, the TT genotypes
in intron 10 (rs2106728) of the AhR gene showed a prom-
inent—but not significant—association with the risk of
developing endometriosis (Table 4, P
c = 0.087), leading us
to calculate the genetic power in this association study
(ESM Table 4). The genetic power for significance at
P = 0.05 is 0.505 and the number of cases required for
80 % power is 192; moreover, the genetic power at
P = 0.001 is 0.096 and number of cases required for 80 %
power is 392. However, if genetic power is increased simply
by increasing the number of subjects, the effect sizes in the
risk loci for complex diseases identified using the associa-
tion study of genetic polymorphisms with a disease are
typically small. The problem could be overcome using a
classification by some risk factors, such as serum cytokines
and growth factors and exposure of patients to dioxins,
because some association of genetic polymorphisms of
immunological factors, cytokines and growth factors with
endometriosis has been reported, in addition to higher levels
of dioxin in peritoneal fluid [13, 14]. In addition, there have
been two recent genome-wide association studies which
have demonstrated strong associations betweenCDKN2BAS
(antisense non-coding RNA in the cyclin-dependent kinase
inhibitor 2A locus), Wnt4, and an intergenic region
upstream of the NFE2L3 and HOXA10 genes and endo-
metriosis [15, 16]. The CDKN2BAS and HOXA10 genes are
involved in the regulation of cell growth and Wnt4 plays
a role in the development of the female genital tract.
Although the ethnic populations in these two studies com-
prised Japanese, Australia and UK populations, the asso-
ciation of Wnt4 with endometriosis in both studies was
shown. This finding may suggest that the etiology of
endometriosis is common between populations but that risk
variants are often population-specific.
In conclusion, we have genotyped five microsatellites,
23 SNPs and two deletion markers in human dioxin
detoxification genes using 100 Japanese patients with
endometriosis and 143 controls as pilot study. However,
there were no statistically significant differences in the
genotype or allele frequency distributions between the
cases and controls. Overall, these results suggest that these
genetic variations analyzed in this study do not appear to
contribute to the development of endometriosis. However,
additional studies on different female populations are
required to further confirm its role in the pathogenesis of
endometriosis.
Table 5 Association between AhR gene haplotypes and endometriosis
Haplotype no. Haplotype Patients (%) Controls (%) P value Pc value
Hap1 TATACT 0.409 0.348 0.169 0.506
Hap2 TGAGAT 0.217 0.139 0.024 0.072
Hap3 GGAGAT 0.151 0.121 0.926 1.000
Haplotypes with a frequency of \0.1 were not included in the table. The P
c value was corrected for three tests
516 Environ Health Prev Med (2012) 17:512–517
123
Acknowledgments This study was partly supported by Health
Sciences Research grants from the Ministry of Health, Labor and
Welfare of Japan. We thank the members of Teaching and Research
Support Center, Tokai University for DNA sequencing.
Conflict of interest None.
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