Abstract
Background: Endometriosis is a common disease among women with the capacity to transform into ovarian neoplasms. KRAS
mutation is a keystone in tumor-genesis of many malignant neoplasms.
Objectives
In the current study , we investigated KRAS mutations in endometriosis-associated ovarian borderline and malignant
epithelial tumors.
Methods
The specimens of 42 consecutive patients undergoing a surgical procedure whose final diagnosis comprised
endometriosis-associated borderline and malignant epithelial ovarian tumors including 12 borderline epithelial tumors and 30
ovarian epithelial carcinomas were histopathologically reviewed. All cases were evaluated regarding the type of tumor, differenti-
ation and simultaneous presence of endometriosis or atypical endometriosis. DNA extraction from the selected paraffin block was
done and mutation of codons 12 and 13 was assessed.
Results
Due to the quality of genomic DNA for PCR study was not acceptable in 6 out of 42 cases, among remaining 36 cases, KRAS
mutation was observed in 6 cases including 2 cases with mutations in 2nd base of 12th codon (G →T), 3 cases with substitution of
G→A in the 2nd base of 12th codon, and one with substitution of G→T in the 1st base of 12th codon.
Conclusions
We evaluated the KRAS mutation in the spectrum of ovarian epithelial tumors associated with endometriosis for treat-
ment approaches including targeted therapies. Our results suggested a possible link between KRAS mutation and endometriosis-
associated ovarian borderline and malignant tumors but there was no convincing evidence to prove a definite linkage.
Keywords
Carcinoma, Ovary, Mutation, Endometriosis
1. Background
Endometriosis is a common chronic and painful gy-
necological disease characterized by the presence of en-
dometrial tissue out of the uterus. The prevalence of en-
dometriosis is not easy to estimate due to some asymp-
tomatic patients (1). Endometriosis leading some symp-
toms such as dysmenorrhea, infertility , pelvic pain, and re-
duction in quality of life. There are various hypotheses for
endometriosis such as retrograde menstruation, stem cell
theory , and coelomic metaplasia (2). Endometriosis which
is regarded as a benign and common condition has the can
transform and increase the risk of ovarian epithelial tu-
mors, particularly of endometrioid type and clear cell car-
cinoma; however, the pathogenesis is remained to be elu-
cidated (3, 4). Most ovarian endometrioid carcinomas are
associated with endometriosis in the ovary . A transition
of atypical endometriosis between endometriotic foci and
the invasive tumor is evidence that endometriosis may be
a culprit in the pathogenesis of epithelial tumors (5). Ovar-
ian endometriosis may share some features with neoplas-
tic conditions such as monoclonality and loss of heterozy-
gosity (6-8). In addition, the presence of endometriosis in
distant areas far from the site of origin is a reminiscence of
metastatic behavior of malignancies (9, 10). Many investi-
gators have attempted to determine special molecular al-
terations in the genome that may lead to the transforma-
tion of endometriosis into malignancy . Finding these alter-
ations is helpful to determine whether or not endometrio-
sis is a causative matter in tumorigenesis (11). Due to sim-
ilarities between endometrioid carcinoma of the uterus
and ovary , these two entities may share a common patho-
genesis. KRAS mutation has been reported to be the most
frequent genetic aberration in uterine endometrioid ade-
Copyright © 2022, Author(s). This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License
(http://creativecommons.org/licenses/by-nc/4.0/) which permits copy and redistribute the material just in noncommercial usages, provided the original work is properly
cited.
Sarmadi S et al.
nocarcinoma (11).
2. Objectives
In this study , we evaluated the mutation of KRAS in a
spectrum of ovarian epithelial tumors associated with en-
dometriosis.
3. Methods
3.1. Sample Collections
In this cross-sectional study all the patients by a fi-
nal pathology report with the diagnosis of endometriosis-
associated borderline and malignant epithelial ovarian tu-
mors undergoing oophorectomy with or without hysterec-
tomy referring to Yas and Imam Khomeini hospital, Tehran
University of Medical Sciences, Tehran, Iran during years
2005 until 2015 were evaluated. In this study , only paraf-
fin blocks from archive files and patients’ medical records
were used. There was no harm to patients’ privacy or
health in our research. The study has been approved by
the committee of ethics of Tehran University of Medical Sci-
ences.
All histological slides were collected and reviewed re-
garding tumor type; degree of differentiation; and pres-
ence of squamous metaplasia (in endometrioid carci-
noma), evident endometriosis in available slides, and atyp-
ical endometriosis; finally the best paraffin block accord-
ing to the best slide was designated for polymerase chain
reaction (PCR). Then selected paraffin blocks of the pa-
tients were gathered and two sections, each measuring five
micrometers and one Hematoxylin and Eosin (H&E) slide,
as trailing slide were prepared. In order to avoid contami-
nation, we used one blade for each patient’s paraffin block.
For atypical endometriosis diagnosis using LaGrenada
and Silverberg criteria, as follow:
All foci of endometriosis were examined histopatho-
logically and large nuclei, pale pleomorphic hyperchro-
masia, nuclear crowding, stratification and tufting, and
eosinophilic cytoplasm were recorded. Diagnosis of atyp-
ical endometriosis was made in cases with at least three
mentioned histomorphological features (12).
3.2. Genomic DNA Extraction and Sequencing
Genomic DNA was extracted using Roche High
Pure PCR Template Preparation kit (Roche Diagnostics
GmbH, Mannheim, Germany) according to the instruc-
tion of the manufacturer. Subsequently , 30 to 60 ng
of formalin-fixed tumor DNA was amplified in a 20 mi-
croliter reaction containing 10 microliters of TaKaRa
Ex Taq 2 master mix (Shiga, Japan) and 5 picomole/liter
of forward and reverse primers, (forward primer 5’-
GGTGAGTTTGTATTAAAAGGTACTGG-3’ and reverse primer
5’-GGTCCTGCACCAGTAATATGC-3’). PCR cycling was started
with initial denaturation (0.5 min at 94°C), continued
by 40 cycles of denaturation (10 s at 95°C), and anneal-
ing/extension (30 s at 60°C). In the last step, a final
extension (10 min at 72°C) was added. All the samples were
kept at 4°C until they were sent for sequencing Macrogen
(Seoul, Korea) for direct Sanger sequencing using reverse
primer. The sequencing result was analyzed using Chroma
software version 2.6. The target sequence was used as
an amplification control. Moreover, those samples that
showed a mutation in either codon 12 or codon 13 were
re-amplified and re-sequenced using forward primer for
confirmation.
3.3. Statistical Analysis
Finally , in this descriptive study , all the gathered data
entered Microsoft Excel software. Results of qualitative
variables were reported as frequency , and percent and
Results
of quantitative variables were calculated and re-
ported as mean and standard deviation.
4. Results
We identified a total number of 42 patients with
endometriosis-associated borderline and malignant ep-
ithelial ovarian tumors including 12 patients with border-
line epithelial tumor and 30 patients with ovarian epithe-
lial carcinoma.
The mean age ± SD was 43 ± 11.3 years (range, 22 -
67), definite pathological diagnosis, and frequency of each
type of epithelial tumor and association with endometrio-
sis are shown in Tables 1 and 2, respectively . The mean di-
ameter of the tumor was 11.9 ± 6 cm (range, 4 - 30 cm).
The mean number of paraffin blocks per case was 16.2± 7.1
(range, 6 - 36). One paraffin block was prepared for each
centimeter of tumor except in four cases (including two
endometrioid carcinomas, one clear cell carcinoma on one
side and seromucinous borderline tumor, and one muci-
nous borderline tumor on the other side.)
4.1. Genomic DNA Evaluation
Due to inappropriate fixation technique and DNA de-
struction, the quality of genomic DNA for PCR study was
not acceptable in 6 out of 42 (14.3%) cases. Among the re-
maining 36 cases, KRAS mutation was observed in 6 (16.7%)
cases. In two cases mutations in the 2nd base of the 12th
codon were (G→T) detected, which histological diagnosis
of tumor type was seromucinous borderline tumor and
clear cell carcinoma. In three cases substitution of G→A in
2 Int J Cancer Manag. 2022; 15(7):e120754.
Sarmadi S et al.
Table 1. Frequency of Epithelial Ovarian Tumors with and Without Endometriosis
Final Histological Diagnosis Number of Cases
Clear cell carcinoma 11
Endometrioid carcinoma 18
Non-invasive papillary tumor arising from
endometrioid cyst
1
Bilateral serous borderline and mucinous
borderline tumor
1
Endometrioid borderline tumor 1
Seromucinous borderline tumor 3
Mucinous borderline tumor 4
Serous borderline tumor 3
Total 42
the 2nd base of the 12th codon was seen. Histological diag-
nosis tumor types in these three cases were endometrioid
carcinoma, serous borderline tumor, and bilateral seromu-
cinous borderline tumor. In one case with histological di-
agnosis of clear cell carcinoma on one side and seromuci-
nous borderline tumor, on the other side, substitution of
G→T in the 1st base of the 12th codon was seen. The charac-
teristics of tumors with KRAS mutations are shown in de-
tail in Table 3.
5. Discussion
Mutations in the KRAS gene occur in approximately
20% of all human tumors. The occurrence of irreversible
alteration of the 12th codon of KRAS gene has been found
to be early during the development of lung adenocarci-
noma (13). Among gynecological pathologies, KRAS mu-
tations were identified in endometrial hyperplasia with a
similar prevalence to that found detected in endometrial
carcinoma, therefore, it is postulated that KRAS may play a
role in the early step of carcinogenesis (14-16).
Similarly , numerous studies have evaluated the asso-
ciation of ovarian epithelial tumors with KRAS mutations
(13). Higher rate of KRAS mutation has been found in
serous borderline tumors (27 - 36%) than in high-grade
serous carcinoma (0 - 12%). Other studies showed that low-
grade and high-grade serous carcinomas have different
pathogenesis. The hypothesis of adenoma-carcinoma se-
quence with KRAS or BRAF mutation has been suggested
for low-grade serous carcinomas which means progression
from typical to micropapillary borderline tumors to low-
grade serous carcinoma (3, 4, 13-16). In our study , KRAS mu-
tation was also detected in low-grade epithelial ovarian tu-
mors FIGO stage I.
The association of endometriosis with ovarian ep-
ithelial tumors is well-established in the literature and
since Sampson first described this association in 1925,
many subsequent studies including molecular studies
were performed to discover the molecular pathway of
endometriosis-associated tumor genesis (17). Among
all ovarian epithelial tumors, clear cell carcinoma, en-
dometrioid carcinoma, and seromucinous borderline tu-
mor to a lesser extent, are associated with endometriosis
(18). In some of the mentioned tumors, there is a contin-
uum of the sequential morphological spectrum from en-
dometriotic focus to tumor. In the current study , among
36 epithelial tumors of different categories, KRAS muta-
tion was found in 6 patients includingendometrioid car-
cinoma, clear cell carcinoma, and seromucinous border-
line tumor, while the association of KRAS mutation and tu-
mor type was not statistically significant in our study but
this mutation occurred in three tumor types which are re-
ported to be highly associated with endometriosis.
KRAS mutation has been reported to occur in approx-
imately 10% of endometrial carcinomas, although the in-
cidence of this mutation in various studies ranged from
0% up to 36% (19-21). These significant variations in the
reported frequency of KRAS mutation in endometriosis-
associated ovarian tumors can be due to the small sample
size and different histologic grades of the tumors (22-24).
Stwart et al. evaluated the molecular alterations in KRAS
gene in endometrioid adenocarcinoma (FIGO grade 1 and
2) including 42 patients with endometriosis-associated en-
dometrioid adenocarcinoma and 29 patients with inde-
pendent endometrioid adenocarcinoma. KRAS mutation
was detected in 29% of the former while it was identified in
3% of the latter. The study suggested KRAS mutations can
play a role in the pathogenesis of the former tumors (21).
In the present study , 18 out of a total of 42 cases were di-
agnosed as endometrioid carcinoma with endometriosis.
Nine cases were well-differentiated and eleven cases had
accompanying squamous metaplasia. KRAS mutation was
found in 2 (11%) cases of well-differentiated endometrioid
carcinoma. In both of the mentioned cases, KRAS mutation
was detected in the 2nd base of 12th codon G →A. One of
them had also atypical endometriosis. Both of them had
squamous metaplasia.
Although the pathogenesis of endometriosis has not
been fully elucidated, one of the current theories is ret-
rograde transtubal spread, implantation and subsequent
proliferation of endometrial tissue within ovaries and
other peritoneal sites. Thus, endometriosis originates
from eutopic endometrium. The similar spectrum of ge-
netic alteration in endometriosis-associated carcinomas
and their uterine counterparts may support this theory
of the origination of endometriosis (25). The presence
of the same codon-KRAS mutation in two cases of en-
dometriosis associated well-differentiated endometrioid
Int J Cancer Manag. 2022; 15(7):e120754. 3
Sarmadi S et al.
Table 2. Detailed Categorization of Epithelial Ovarian Tumors with and Without Endometriosis
Tumor Diagnosis Endometriosis Presence of Atypical Endometriosis
Endometrioid carcinoma 12 2
Bilateral endometrioid carcinoma 1 1
unilateral endometrioid carcinoma and endometrioid borderline tumor 1 -
Endometrioid carcinoma in one side and serous borderline tumor in the other side 1 -
Unilateral endometrioid and serous carcinoma 1 -
Unilateral endometrioid and clear cell carcinoma 3 -
Clear cell carcinoma 7 3
Bilateral clear cell carcinoma 1 -
Clear cell carcinoma in one side and seromucinous borderline tumor , in the other side 1 1
Clear cell carcinoma in one side and endometrioid borderline tumor in the other side 1 1
Bilateral serous borderline tumor 1 -
Mucinous borderline tumor 4 -
Seromucinous borderline tumor 3 1
Endometrioid borderline tumor 1 -
Serous borderline tumor 2 2
Bilateral serous borderline and mucinous borderline tumor 1 -
Non-invasive papillary tumor arising from endometriotic cyst 1 1
Total 42 12
Table 3. Frequency of Squamous Metaplasia, Degree of Differentiation and Tumor Stage in Patients with KRAS Mutation
Tumor Type Age Endometriosis Atypical
Endometriosis
Squamous
Metaplasia
Degree of
Differentiation
FIGO Stage KRAS Mutation
Endometrioid
carcinoma
58 Yes Yes Yes Well differentiated IA 2nd base of 12th
codon G>A
Endometrioid
carcinoma and
serous borderline
tumor
38 Yes No Yes Well differentiated IC2 2nd base of 12th
codon G>A
Clear cell
carcinoma and
seromucinous
borderline tumor
46 Yes Yes IA 1st base of 12th
codon G>T
Clear cell
carcinoma
43 Yes No IC2 2nd base of 12th
codon G>T
Seromucinous
borderline tumor
25 Yes No IA 2nd base of 12th
codon G>T
Bilateral
seromucinous
borderline tumor
45 Yes Yes IB 2nd base of 12th
codon G>A
carcinoma, FIGO stage 1 with squamous metaplasia sup-
ports the hypothesis that endometriosis-associated well-
differentiated endomerioid carcinoma progress through
certain molecular pathways which may have implications
for future treatment approaches including targeted thera-
pies of patients.
In a study by Otsuka et al. KRAS mutation was evaluated
in 37 patients with clear cell carcinoma and mutation of
KRAS was found in six cases. Three out of six specimens con-
tained adjacent typical or atypical endometriosis. Molec-
ular studies using direct sequencing of the 12th codon in
tumoral cells and adjacent atypical endometriotic areas
were performed separately . KRAS mutation was detected
in tumoral areas but it was negative in adjacent foci of
endometriosis. This observation postulated that ovarian
clear cell carcinoma may arise from KRAS mutation in the
4 Int J Cancer Manag. 2022; 15(7):e120754.
Sarmadi S et al.
endometriotic part (26). In the present study , KRAS mu-
tation was identified in only 2 out of 11(18%) cases of ovar-
ian clear cell carcinomas. Detected mutations were in the
1st base of the 12th codon G →T the 2nd base of the 12th
codon G→T. Cuatrecasas et al. reported that the frequency
of codon 12/13 KRAS gene mutations was 31.3% (5/16) in clear
cell carcinomas and 36.4% (12/33) in endometrioid carcino-
mas, and Okuda et al. found KRAS codon 12/13 mutations
in 16.2% of clear cell carcinomas and 3.7% of endometrioid
carcinomas (22, 27, 28). In the present study , we detected
KRAS codon 12/13 mutations in 18% of clear cell carcino-
mas and 11% of endometrioid carcinomas with frequencies
closer to Okuda study . One possible explanation for dis-
crepancies between various studies is that the prevalence
of KRAS mutations differs according to an ethnic group or
geographic region.
In 1993, Mok et al. performed a study to detect KRAS
mutations in endometriosis-independent epithelial ovar-
ian neoplasms. KRAS mutation was found in 21 out of 44
including 19 mucinous and 25 serous borderline tumor
cases of this study . All of the cases had mutations in the
12th codon except one mucinous borderline tumor with
the 13th codon mutation. In Mok series, KRAS mutation was
seen in 12 out of 19 mucinous borderline tumors, includ-
ing 9 tumors with mutation of 2nd base of 12 codon G→T,
2 cases of 2nd base of 12th codon G→A, and one case with
2nd base G→A substitution (24).
In our study , KRAS mutation of the 2nd base of 12th
codon G→T and 2nd base of 12th codon G →A was also
found in two cases of seromucinous borderline tumor, and
bilateral seromucinous borderline tumor, respectively .
These findings are in concurred with Mok series; also, in
our study , all the cases with KRAS mutation were catego-
rized as stage I. KRAS mutation is common in mucinous
ovarian tumors and in seromucinous borderline tumors.
This genetic alteration has been identified in histologically
benign epithelium adjacent to borderline serous or mu-
cinous elements suggesting that these mutations occur
early during neoplastic development (24, 26).
One of the advantages of the current study is the pres-
ence of several mixed ovarian epithelial tumors and de-
tailed sequencing of the 12th and 13th KRAS codon; how-
ever, there were some limitations regarding method of se-
quencing. Sanger sequencing was the method used to de-
tect mutations of KRAS gene. This method is unable to de-
tect mutations that are present in less than 20% of tumor
cells (29, 30). For detecting more mutated cells, new gener-
ation sequencing is helpful. In addition, in our study muta-
tion of KRAS is assessed in the 12th and 13th codons. Other
codons such as 59th, 61st, and 146th may also have muta-
tions that we did not evaluate in this study .
In conclusion, this is the first study , which evaluated
the association between endometriosis-associated mixed
ovarian epithelial tumors and KRAS mutation. Our results
did not provide convincing evidence to prove a definite
linkage. However, only a few cases were included in this
report, and therefore further research will be needed to de-
fine the role of KRAS in the development of endometriosis-
associated ovarian epithelial tumors.
Footnotes
Authors’ Contribution: The authors contributed exten-
sively to the work presented in this paper. Dr. Soheila Sar-
madi and Marzieh Fakhari helped in gathering data. Dr
Maniya Mozafari prepared and edited the article. Dr Reza
Shahsiah, Dr Narges Izadi-Mood and Dr. Rosa Miri helped
in reviewing pathological reports and molecular studies.
Conflict of Interests: There are no conflict of interests.
Data Reproducibility: The data presented in this study
are openly available in one of the repositories or will be
available on request from the corresponding author by
this journal representative at any time during submission
or after publication. Otherwise, all consequences of possi-
ble withdrawal or future retraction will be with the corre-
sponding author.
Funding/Support: This study was supported in part by
grant 94-02-30-29436 from Tehran University of Medical
Sciences as thesis of Dr. Marzieh Fakhari (Dr. Soheila Sar-
madi).
Informed Consent: No human subject was directly in-
volved in this study . We used only archived paraffin blocks
and medical records.
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