Introduction
According to the Global Cancer Statistics report, female breast cancer (BC) is the most frequently diagnosed cancer type and ranks fifth in cancer-related deaths [1]. An estimated 90% of these cancers are sporadic and 5–10% of cases show hereditary transition. Germline causal variants of the BRCA1/2 genes are responsible for about a quarter of inherited BCs [2]. BRCA1 and BRCA2 are tumour suppressor genes that play a role in maintaining genomic stability, cellular response to DNA damage, transcriptional regulation, cell cycle regulation, and cellular proliferation [3]. The frequency of causal variants of the BRCA1/2 genes is estimated to be 1/400–500 in the general population except for the Ashkenazi Jewish population [4]. It is believed that the risk of BC is 12% in the general female population, 46–87% in BRCA1 carriers, and 38–84% in BRCA2 carriers.These high penetrance genes cause BRCA1- and BRCA2- associated hereditary breast and ovarian cancer syndrome (HBOC). Individuals with HBOC syndrome have an increased risk of developing breast and ovarian cancer and many other types of cancer, including melanoma, pancreatic, and prostate cancer [4, 5]. Our study aimed to determine the relationship of 170 women diagnosed with BC with BRCA1/2 genotypes, demographic/clinicopathological details, and family history.
Material and methods
Design
This study was designed as a single-centre, retrospective, observational cohort series.
Study population
In our retrospective series, 170 female patients whose BRCA1/2 genes were analysed between 2016–2019, at the Department of Medical Genetics in Dr. Abdurrahman Yurtaslan Ankara Oncology Training and Research Hospital were included. Patients participating in our study were selected in accordance with the National Comprehensive Cancer Network guidelines for BRCA1/2 testing standards [6]. Breast cancer diagnoses of all patients in the study were histologically confirmed by a specialized pathologist. All cancers were staged according to the guidelines in the sixth edition of the American Joint Cancer Committee. If the proportion of cells stained positively by immunohistochemistry (IHC) was less than 1%, the oestrogen receptor (ER) and progesterone receptor (PR) status were classified as negative. Membranous staining for HER2 gene amplification in IHC staining was graded from 0 to +3. Patients with a staining pattern of +2 were evaluated using the fluorescent
in situ hybridisation method, and < 2 copies of the HER2 gene was considered negative [7]. Demographic characteristics, clinical, histopathological, and immunohistochemical details of patients were obtained from the patients themselves, their past medical records, and the hospital’s electronic database during genetic counselling. The family histories of the patients were reviewed by examining pedigree analyses including at least 3 generations. This study was conducted considering ethical responsibilities according to the Declaration of Helsinki and was approved by an independent ethics committee. In this study, all patients were informed about genetic tests and the use of their information, and their consent was obtained.
Genomic DNA isolation
Genomic DNA was isolated from the patient’s peripheral blood samples using an automated device (Qiagen®, USA) and tested with next-generation sequencing methods to detect germline variants of the BRCA1/2 genes.
Genetic analysis
The sequencing was implemented on the Ion S5™ System (Ion Torrent™) and the Illumina MiSeq System (Illumina Inc., San Diego, CA, USA). In the study, Oncomine™ BRCA Research Assay (Life Technologies, Carlsbad, CA, USA), BRCA MASTR™ Dx (Multiplicom, Niel, Belgium), and QIAseq multiplex amplicon panel (Qiagen, Hilden, Germany) kits targeting the BRCA1/2 genes were used. Ion Reporter Software (Thermo Fisher Scientific), QIAGEN Clinical Insight (QIAGEN, Hilden, Germany), and Sophia DDM (Sophia Genetics, Saint-Sulp) software were used for data analysis. The sequencing results were compared with the human genome of hg19.
Genome interpretation using in silico predictors
In this analysis, all exon regions and exon-intron boundaries up to 20 base pairs were examined. For the examination of gene variants, silicon programs such as SIFT, PolyPhen2, DANN, PROVEAN, GERP, MPC, Mutation Assessor, Fathmm, and Mutation Taster were used. For BRCA1 and BRCA2 genetic analysis, the accession numbers used were NM_007294.3 and NM_000059.3, respectively. The genomic changes detected in this study were classified based on the criteria of the American College of Medical Genetics and Genomics [8].
Statistical analysis
Statistical analysis was performed using the SPSS (IBM SPSS Statistics 24) software. Frequency tables and descriptive statistics were used in the interpretation of the results. To compare 2 qualitative variables the Fisher’s exact test and the 2 test, and when the normal distribution criterion was not met, the Mann-Whitney U test was used. The binary logistic regression model was employed based on risk groups. When missing values were observed, this case was omitted from the analysis for this variable. A p-value less than 0.05 was considered statistically significant.
Results
The mean age of the patients was 40.84 (range 26–77) years and the mean age of BC diagnosis was 40.4 (range 19–76) years. Causal variants in the BRCA1/2 genes were detected in 16 of the patients. Of these, 8 were observed in the BRCA1 gene and 8 in the BRCA2 gene (Fig. 1). In addition, 10 patients had variants of uncertain clinical significance (Table I). The mean age at diagnosis was 36.6 (21.0–62.0) years in 16 patients who were mutation carriers, and 40.8 (19.0–76.0) years in non-carriers. Two patients with BRCA carriers and 9 patients non-carriers had a history of multiple primary malignant neoplasms (MPMN). In 2 patients with a BRCA carrier, the other primary neoplasm was at the ovary, while in 9 non-carrier patients, the other primary tumour sites were the thyroid, ovary, colon, endometrium, and lung. Histopathological subtypes of BCs of all patients were reported as invasive ductal in 149 patients (87.6%), invasive lobular in 12 patients (7%), metaplastic in 3 patients (2%), medullary in 2 patients (1.2%), mucinous in 2 patients (1.2%), apocrine in one patient (0.5%) and mixed carcinoma in one patient (0.5%). All but one of the patients in the BRCA carrier group was diagnosed as invasive ductal carcinoma (15/16), while the other was metaplastic carcinoma (1/16). In the whole cohort, 16 patients (16/170, 9.4%) were diagnosed with bilateral BC and all were in the non-carrier group.
Patients were divided into 2 groups: BRCA1/2 carriers and non-carriers. The two groups were compared statistically for the mean age at diagnosis, presence of MPMN, the histopathological subtype of BC, tumour grade, ER, PR, and HER2 expression status, Ki-67 proliferation index, and the number of relatives with BC/oviarian cancer (OC). Between both groups, no statistically significant difference was found in mean age at diagnosis, presence of MPMN, the histopathological subtype of BC, HER2 expression, Ki-67 proliferation index, and the number of relatives with BC/OC (p > 0.05).
Positive ER receptor expression was found in 5 patients (5/16, 38.5%) in the BRCA1/2 mutation carrier group while it was positive in 82 patients (82/154, 75.2%) in the non-carrier group. The difference in ER expression status was statistically significant between the BRCA carrier and non-carrier groups (p = 0.01). Progesteron receptor expression positivity was observed in 3 patients (3/16, 25%) in the BRCA mutation carrier group and 73 patients (73/154, 68.2%) in the non-carrier group. Progesteron receptor expression status between the 2 groups was statistically significant (p = 0.008). When the group with and without BRCA mutation was evaluated in terms of tumour grade, it was seen that the tumour grade was higher in the group with mutation. This difference was statistically significant (p = 0.036) (Table II). As a result of the univariate analysis of the data, a multivariate model was created to investigate the relationship between ER and PR receptor status negativity and BRCA1/2 carriage. According to the applied logistic regression model, no significant difference was observed for ER status, but it was found that those who were PR negative had a BRCA1/2 carriage risk 6.621 times greater than those who were PR positive (Table III).
The patients were subdivided into 2 groups ≤ 40 years and > 40 years, according to the age of onset of BC. The analysis did not reveal any statistically significant difference between these 2 groups in terms of histopathological diagnosis, bilaterality, ER status, PR status, HER2 expression status, and Ki-67 proliferation index. Tumour grade was found to be higher in patients 40 years of age or younger, which was statistically significant (p = 0.022). In addition, it was observed that the frequency of MPMN was higher in the patient group over 40 years of age (p = 0.003) (Table IV).
There were 21 triple-negative breast cancers (TNBC) patients in the study, 6 of whom were mutation carriers and 15 were non-carriers. When all patients were grouped as TNBC type and others, the rate of BRCA1/2 mutation carriage and tumour grade values were found to be higher in TNBCs compared to the non-TNBC group (p = 0.006, p = 0.009, respectively). There was no significant difference between the 2 groups in terms of age at diagnosis, bilaterality, and Ki-67 proliferation index (Table V).
To identify the relationship between BRCA1/2 mutation carriage and TNBC, a logistic regression analysis was performed. This test revealed a significant relationship between TNBC and BRCA1/2 mutation carriage. Patients with BRCA1/2 mutation were found be 5.560 times more likely to be TNBC type when compared to non-carriers (OR 95%; 1,772–17,450) (Table VI).
Discussion
In our study, we investigated the effect of the mutation carrier status of BRCA1/2 on demographic and clinicopathologic parameters in female BCs. In our patient group, the carrier rate of BRCA1/2 was found to be 9.4% (16/170). Many studies investigating BRCA1/2 genes have been reported in the Turkish population (Table VII) [9–30]. In one of the first studies conducted in our population, 105 breast and/or ovarian patients were investigated and the mutation carrier rate was found to be 10.47% (11/105). Nine of these patients had mutations in the BRCA1 gene and 2 had mutations in the BRCA2 gene. Their study also predicted that the BRCA1 5382insC mutation could be a possible founder mutation for the Turkish population [11]. In a study in which they included 83 breast/ovarian cancer patients, Manguoğlu et al. examined the 11th exon of the BRCA1 gene in all patients and the entire BRCA2 gene in 53 patients and detected only 3 pathogenic variants [12]. In their study, they also investigated the presence of 4 dominant mutations reported in the Jewish population (185delAG in BRCA1, 5382insC Tyr978X and 6174delT in BRCA2) and were unable to detect any of these mutations in Turkish patients with BC [12, 31]. Their study showed that there was no dominant mutation in exon 11 of BRCA1 and the BRCA2 gene [12].
In another study conducted recently in our population, 181 cases diagnosed with BC were examined and 38 (21%) were found to be BRCA1/2 carriers. The authors suggested that the c.5266dupC mutation, which is frequently observed in their studies and localised in the BRCA1 gene, is a candidate founder mutation in the Turkish population [27]. In a study conducted by Ödemiş et al., in 2373 Turkish cases diagnosed with breast and/or ovarian cancer, the BRCA1/2 gene mutation carrier rate was found to be 16.5%. BRCA1 mutation was found in 57.5% of mutation carriers, BRCA2 mutation was found in 41.9%, and both BRCA1 and BRCA2 mutations were detected in 0.6% of patients. In their study, the carrier rate was reported to be 28.5% in patients with a history of TNBC diagnosed before the age of 60 years [26]. In another study including 495 Turkish BC patients, the BRCA1/2 gene mutation rate was found to be 9.89%. In this study, the BRCA1 gene c.5266dupC mutation, which has been widely reported in Ashkenazi Jewish ancestry, was observed in 5 patients and was reported as the most frequently detected mutation [28]. BRCA1 and BRCA2 mutations were detected at different rates in studies conducted in our population (Table VII). Recently, a meta-analysis study involving approximately 30000 BRCA1/2 mutation carriers from different geographies and various racial/ethnic populations was conducted and the distribution of carriers worldwide was reported (Table VIII). The heterogeneous distribution of BRCA1/2 gene mutations was also remarkable in this meta-analysis study [32].
In studies, some BRCA1/2 gene mutations are detected more frequently. The fact that these high-frequency mutations are common in certain ethnic groups and limited populations may be a result of the “founder effect”. Recurrent mutations, unlike founder mutations, represent a relatively small portion of the BRCA1/2 mutations reported in most populations. Identification of founder mutations with large-scale studies involving large numbers of patients may provide an advantage in choosing genetic testing for high-risk families. In this respect, it is important to determine whether the frequently observed mutations in studies are recurrent (observed independently more than once) or founder mutations (originating from a single origin). To determine the founder mutations, the haplotypes of individuals who are carriers of the same mutation must be compared by haplotype analysis and the minimum common ancestor haplotype between these carriers must be determined [33]. In the literature, many BRCA1/2 variants that have been proven to be founder mutations have been reported in different populations from geographies such as Asia, Europe, the Middle East, North America and Latin America. The best-known populations with the founder mutation are the Ashkenazi Jewish population and the Icelandic population, respectively. Founder mutations identified in these populations represent approximately 60% of BRCA1/2 carrier BC families [31, 34]. This rate was reported as 86% in Poland and 69% in Slovenia [35, 36]. In a recent study conducted in the Chilean population, founder mutations responsible for nearly 80% of mutation carriers of these genes have been identified [37].
In previous studies conducted on the Turkish population, the authors reported some variants that they claimed were founder mutations (Table VII). These are the mutations c.5266dupC, c.1444_1447delATTA in the BRCA1 gene and c.1773_1776delTTAT, c.7689delC in the BRCA2 gene [11, 14, 22, 23, 27–30]. Since none of the mutations thought to be founder mutations in the Turkish population have been confirmed by haplotype analysis studies, it remains unclear whether these are independently recurring mutations or whether they are founder mutations. In our study, c.5266dupC, one of the mutations previously claimed to be the “founder mutation” for our population, was detected in only one patient. In conclusion, a founder mutation was not detected in our study, as in many other studies in our population.
In our series, the mean age at diagnosis of 16 BRCA1/2 carriers was 37 years (33.8 in BRCA1 carriers and 40.13 in BRCA2 carriers), and 40.8 years in non-carriers. While the BC risk of a woman with a BRCA1 mutation is 20% after the age of 40 years, 51% after the age of 50 years, and 85% after the age of 70 years; this risk is known as 28% after the age of 50 years and 84% after the age of 70 years in women with BRCA2 mutation. In women with BC who are carriers of BRCA1/2, the cumulative risk of developing bilateral BC is 2.2%, and the annual risk is 2.8% in carriers ≤ 40 years of age [38]. In this study, no significant difference in bilateral BC risk was detected between BRCA carriers and non-carriers. In previous studies in the literature, the risk of ovarian cancer by age 70 years was observed to be 39–63% in BRCA1 mutation carriers and 16.5–27% in BRCA2 mutation carriers [39]. In our study, 2 patients who were carriers of BRCA2 were diagnosed with both breast and ovarian cancer.
Familial transition in BC is more common than in other organ cancers. In women with a history of BC in first-degree relatives, the risk of developing BC increases 2–3 times compared to the normal population [40]. In this study, the number and presence of breast, ovarian, or other cancers in the relatives of the patients were compared between the BRCA1/2 carrier and non-carrier groups, but no significant difference was found. Although mutations of BRCA1/2 genes are blamed in approximately 25% of families with a strong BC history, other high penetrance genes such as TP53, CDH1, PTEN, STK11, RAD51C and RAD51D, and low/medium penetrance genes such as ATM, CHEK2, BRIP1 and PALB2 may also be causative in these families. Most of these genes play a role in maintaining genomic integrity and DNA repair mechanisms [41]. Thus, other genes that increase BC risk were not investigated in our study, and it was not possible to elucidate the possible genetic aetiopathogenesis of our familial BC cases who were BRCA1/2 non-carriers.
The Consortium of Investigators of Modifiers of BRCA1/2 reported that BCs observed in those carrying mutations of these genes are primarily invasive ductal carcinoma. In the report, in BCs observed in BRCA1 carriers, ER and PR negativity is about 80%, HER2 negativity is 90%, and the TNBC rate is about 70%, and in BCs observed in BRCA2 carriers, ER negativity is 23%, PR negativity is 36%, HER2 negativity is 87%, and the rate of TNBC is reported to be 16% [42].
The immunohistochemical and histopathological properties of BRCA1/2 carriers and non-carriers were first investigated in the literature by Palacios et al. In their study, conducted in a relatively small sample group, they found higher grades, more frequent ER/PR negativity, and higher proliferation rates in BRCA1/2 carriers. In terms of HER-2 amplification, they could not find any difference between the groups [43]. Lakhani et al. found that BC patients who are BRCA1/2 carriers have a higher degree and mitotic index than non-carriers, and they also show more pleomorphism [44]. Another study showed that BRCA1- associated tumours were more frequently ER/PR negative, p53 positive, and higher grade than tumours of both BRCA2-related and non-BRCA1/2 carriers. In the multivariate analysis performed in this study, BRCA1-related tumours were compared with tumours of non-BRCA1/2 carriers, while independent factors were defined as age, grade, and PR negativity. In comparing these 2 groups, ER status could not be detected as an independent marker in multivariate analysis. In the same study, no significant differences were found between BRCA2-related tumours and tumours of non-BRCA1/2 carriers, except grade [45]. In other studies in the literature, it has been reported that BCs seen in BRCA1/2 carriers have high grades and a very aggressive prognosis [42, 46–48]. Our study has shown that BRCA carriers have a higher tumour grade than non-carriers and that the ER/PR status is mostly negative. The findings we obtained from our study were found to be compatible with the literature.
Multivariate analysis performed in this study proved that the PR-negative group had a 6.621-fold increased risk of BRCA1/2 carriage compared to the PR positive group. There are several different cell types in the breast tissue that actively communicate with each other and with the extracellular matrix. Autocrine and paracrine actions of this tissue provide the activation of hormone receptors. A recent
in vitro study proved that the BRCA1 mutation carrier differentiates the hormone response of organoids and influences PR activity [49].
In our study, when the patients were grouped as TNBC and others, the BRCA1/2 mutation carrying rate and tumour grade in TNBCs were found to be higher than the non-TNBC group (p = 0.006, p = 0.009, respectively). Triple-negative breast cancers, which is a highly heterogeneous type of BC in terms of clinical, genetic, and morphological features, constitutes 12–24% of all BCs. This type of cancer has a worse prognosis than other BCs [50]. BRCA1/2 mutations are the most well-known genetic risk factors involved in the aetiopathogenesis of TNBCs, and the prevalence of germline mutations of these genes in TNBC patients has been reported to be 10–30% [51]. In this study, logistic regression analysis was performed to determine the relationship between BRCA1/2 carriage and TNBC, and it was observed that carriers had 5.560 times greater TNBC than non-carriers (OR 95%; 1.772–17.450). One of the important limitations of our study was that it was conducted in a relatively small sample group and that other BC-related genes were not investigated in patients in whom a causal variant in the BRCA1/2 genes was not detected. In addition, the effects of exogenous risk factors such as oral contraceptive use, hormone replacement therapy, alcohol consumption, overweight and physical inactivity could not be examined in the study. Information about the cancers of the relatives of the patients was obtained from pedigree analysis and segregation analysis could not be performed in many of these relatives.
Conclusions
Our study showed that the BRCA1/2 carriage rate was 9.4% in 170 Turkish female BC patients. In carriers, ER/PR was mostly negative and tumour grades were higher. The risk of BRCA carriage was found to be 6.621 times increased in PR negativity. The risk of BRCA1/2 carriage was 5.560 times higher in the TNBC group and the tumour grade was found to be higher. Breast cancers caused by mutations in the BRCA1/2 gene are quite different from sporadic BCs in terms of most clinical and histopathological features. Future large-scale studies will be useful in identifying the unique clinicopathological features of cancers for which these causative genes are responsible.
Disclosures
- The present study involved human participants, and it was conducted considering ethical responsibilities according to the World Medical Association and the Declaration of Helsinki. The independent Ethics Committee of the Dr. Abdurrahman Yurtaslan Ankara Oncology Training and Research Hospital approved this study (Document No: 2023-01/11).
- Assistance with the article: None.
- Financial support and sponsorship: None
- Conflicts of interest: None.
References
1. Sung H, Ferlay J, Siegel RL, et al. Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin 2021; 71: 209-249.
2.
Ruiz de Sabando A, García-Amigot F, Moreno S, et al. Genetic and clinical characterization of BRCA-associated hereditary breast and ovarian cancer in Navarra (Spain) [published correction appears in BMC Cancer 2019 Dec 17; 19: 1227]. BMC Cancer 2019; 19: 1145.
3.
Rosen EM, Fan S, Pestell RG, et al. BRCA1 gene in breast cancer. J Cell Physiol 2003; 196: 19-41.
4.
Petrucelli N, Daly MB, Pal T. BRCA1- and BRCA2-associated hereditary breast and ovarian cancer. In: Adam MP, Mirzaa GM, Pagon RA, et al. (eds.). GeneReviews®, University of Washington, Seattle (WA)1998.
5.
Akcay IM, Celik E, Agaoglu NB, et al. Germline pathogenic variant spectrum in 25 cancer susceptibility genes in Turkish breast and colorectal cancer patients and elderly controls. Int J Cancer 2021; 148: 285-295.
6.
Beck AC, Yuan H, Liao J, et al. Rate of BRCA mutation in patients tested under NCCN genetic testing criteria. Am J Surg 2020; 219: 145-149.
7.
Elston CW, Ellis IO. Pathological prognostic factors in breast cancer. I. The value of histological grade in breast cancer: experience from a large study with long-term follow-up. Histopathology 1991; 19: 403-410.
8.
Richards S, Aziz N, Bale S, et al. Standards and guidelines for the interpretation of sequence variants: a joint consensus recommendation of the American College of Medical Genetics and Genomics and the Association for Molecular Pathology. Genet Med 2015; 17: 405-424.
9.
Balci A, Huusko P, Pääkkönen K, et al. Mutation analysis of BRCA1 and BRCA2 in Turkish cancer families: a novel mutation BRCA2 3414del4 found in male breast cancer. Eur J Cancer 1999; 35: 707-710.
10.
Ozdag H, Tez M, Sayek I, et al. Germ line BRCA1 and BRCA2 gene mutations in Turkish breast cancer patients. Eur J Cancer 2000; 36: 2076-2082.
11.
Yazici H, Bitisik O, Akisik E, et al. BRCA1 and BRCA2 mutations in Turkish breast/ovarian families and young breast cancer patients. Br J Cancer 2000; 83: 737-742.
12.
Manguoglu AE, Lüleci G, Ozçelik T, et al. Germline mutations in the BRCA1 and BRCA2 genes in Turkish breast/ovarian cancer patients. Hum Mutat 2003; 21: 444-445.
13.
Güran S, Ozet A, Dede M, Gille JJ, Yenen MC. Hereditary breast cancer syndromes in a Turkish population. Results of molecular germline analysis. Cancer Genet Cytogenet 2005; 160: 164-168.
14.
Egeli U, Cecener G, Tunca B, Tasdelen I. Novel germline BRCA1 and BRCA2 mutations in Turkish women with breast and/or ovarian cancer and their relatives. Cancer Invest 2006; 24: 484-491.
15.
Manguoğlu E, Güran S, Yamaç D, et al. Germline mutations of BRCA1 and BRCA2 genes in Turkish breast, ovarian, and prostate cancer patients. Cancer Genet Cytogenet 2010; 203: 230-237.
16.
Manguoğlu E, Güran S, Yamaç D, et al. Genomic large rearrangement screening of BRCA1 and BRCA2 genes in high-risk Turkish breast/ovarian cancer patients by using multiplex ligation-dependent probe amplification assay. Cancer Invest 2011; 29: 73-77.
17.
Aydin F, Akagun T, Yildiz B, Fidan E, Ozdemir F, Kavgaci H. Clinicopathologic characteristics and BRCA-1/BRCA-2 mutations of Turkish patients with breast cancer. Bratisl Lek Listy 2011; 112: 521-523.
18.
Cecener G, Egeli U, Tunca B, et al. BRCA1/2 germline mutations and their clinical importance in Turkish breast cancer patients. Cancer Invest 2014; 32: 375-387.
19.
Yazıcı H, Kılıç S, Akdeniz D, et al. Frequency of rearrangements versus small ındels mutations in BRCA1 and BRCA2 genes in Turkish patients with high risk breast and ovarian cancer. Eur J Breast Health 2018; 14: 93-99.
20.
Bisgin A, Boga I, Yalav O, Sonmezler O, Tug Bozdogan S. BRCA mutation characteristics in a series of index cases of breast cancer selected independent of family history. Breast J 2019; 25: 1029-1033.
21.
Geredeli C, Yasar N, Sakin A. Germline mutations in BRCA1 and BRCA2 in breast cancer patients with high genetic risk in Turkish population. Int J Breast Cancer 2019; 2019: 9645147.
22.
Bahsi T, Erdem H. Spectrum of BRCA1/BRCA2 variants in 1419 Turkish breast and ovarian cancer patients: a single center study. Türk Biyokimya Dergisi 2020; 45: 83-90.
23.
Demir S, Tozkir H, Gurkan H, et al. Genetic screening results of individuals with high risk BRCA-related breast/ovarian cancer in Trakya region of Turkey. J BUON 2020; 25: 1337-1347.
24.
Peker Eyüboğlu İ, Yenmiş G, Bingöl EN, et al. Next-generation sequencing identifies BRCA1 and/or BRCA2 mutations in women at high hereditary risk for breast cancer with shorter telomere length. OMICS 2020; 24: 5-15.
25.
Atcı MM, Geredeli Ç, Ay S, et al. Clinical and pathological characteristics of patients with high-risk breast cancer based on BRCA mutation profiles: a retrospective study. Eur J Breast Health 2021; 17: 123-127.
26.
Ödemiş DA, Celik B, Kilic Erciyas S, et al. Evaluation of BRCA1/2 gene mutations in patients with high-risk breast and/or ovarian cancer in Turkey. Turk J Biochem 2022; 47: 588-594.
27.
Gun-Bilgic D, Aydin-Gumus A, Bilgic A, Cam FS. Mutations of BRCA1/2 genes in the west of Turkey and genotype-phenotype correlations. Clin Lab 2022; 68: 10.7754/Clin.Lab.2021.210425.
28.
Bora E, Caglayan AO, Koc A, et al. Evaluation of hereditary/familial breast cancer patients with multigene targeted next generation sequencing panel and MLPA analysis in Turkey. Cancer Genet 2022; 262-263: 118-133.
29.
Sunar V, Korkmaz V, Topcu V, et al. Frequency of germline BRCA1/2 mutations and association with clinicopathological characteristics in Turkish women with epithelial ovarian cancer. Asia Pac J Clin Oncol 2022; 18: 84-92.
30.
Boga I, Ozemri Sag S, Duman N, et al. A multicenter study of genotype variation/demographic patterns in 2475 individuals including 1444 cases with breast cancer in Turkey. Eur J Breast Health 2023; 19: 235-252. 31.
31.
Levy-Lahad E, Catane R, Eisenberg S, et al. Founder BRCA1 and BRCA2 mutations in Ashkenazi Jews in Israel: frequency and differential penetrance in ovarian cancer and in breast-ovarian cancer families. Am J Hum Genet 1997; 60: 1059-1067.
32.
Rebbeck TR, Friebel TM, Friedman E, et al. Mutational spectrum in a worldwide study of 29,700 families with BRCA1 or BRCA2 mutations. Hum Mutat 2018; 39: 593-620.
33.
Ferla R, Calò V, Cascio S, et al. Founder mutations in BRCA1 and BRCA2 genes. Ann Oncol 2007; 18: vi93-vi98.
34.
Johannesdottir G, Gudmundsson J, Bergthorsson JT, et al. High prevalence of the 999del5 mutation in icelandic breast and ovarian cancer patients. Cancer Res 1996; 56: 3663-3665.
35.
Górski B, Jakubowska A, Huzarski T, et al. A high proportion of founder BRCA1 mutations in Polish breast cancer families. Int J Cancer 2004; 110: 683-686.
36.
Krajc M, Teugels E, Zgajnar J, et al. Five recurrent BRCA1/2 mutations are responsible for cancer predisposition in the majority of Slovenian breast cancer families. BMC Med Genet 2008; 9: 83.
37.
Alvarez C, Tapia T, Perez-Moreno E, et al. BRCA1 and BRCA2 founder mutations account for 78% of germline carriers among hereditary breast cancer families in Chile. Oncotarget 2017; 8: 74233-74243.
38.
Metcalfe K, Gershman S, Lynch HT, et al. Predictors of contralateral breast cancer in BRCA1 and BRCA2 mutation carriers. Br J Cancer 2011; 104: 1384-1392.
39.
Cinkaya A, Akin M, Sengul A. Evaluation of treatment outcomes of triple-negative breast cancer. J Cancer Res Ther 2016; 12: 150-154.
40.
Liu L, Hao X, Song Z, et al. Correlation between family history and characteristics of breast cancer. Sci Rep 2021; 11: 6360.
41.
Vargas AC, Reis-Filho JS, Lakhani SR. Phenotype-genotype correlation in familial breast cancer. J Mammary Gland Biol Neoplasia 2011; 16: 27-40.
42.
Mavaddat N, Barrowdale D, Andrulis IL, et al. Pathology of breast and ovarian cancers among BRCA1 and BRCA2 mutation carriers: results from the consortium of investigators of modifiers of BRCA1/2 (CIMBA). Cancer Epidemiol Biomarkers Prev 2012; 21: 134-147.
43.
Palacios J, Honrado E, Osorio A, et al. Immunohistochemical characteristics defined by tissue microarray of hereditary breast cancer not attributable to BRCA1 or BRCA2 mutations: differences from breast carcinomas arising in BRCA1 and BRCA2 mutation carriers. Clin Cancer Res 2003; 9: 3606-3614.
44.
Lakhani SR, Gusterson BA, Jacquemier J, et al. The pathology of familial breast cancer: histological features of cancers in families not attributable to mutations in BRCA1 or BRCA2. Clin Cancer Res 2000; 6: 782-789.
45.
Eerola H, Heikkilä P, Tamminen A, et al. Histopathological features of breast tumours in BRCA1, BRCA2 and mutation-negative breast cancer families. Breast Cancer Res 2005; 7: R93-R100.
46.
Kuchenbaecker KB, Neuhausen SL, Robson M, et al. Associations of common breast cancer susceptibility alleles with risk of breast cancer subtypes in BRCA1 and BRCA2 mutation carriers. Breast Cancer Res 2014; 16: 3416.
47.
McLaughlin JR, Rosen B, Moody J, et al. Long-term ovarian cancer survival associated with mutation in BRCA1 or BRCA2. J Natl Cancer Inst 2013; 105: 141-148.
48.
Grindedal EM, Heramb C, Karsrud I, et al. Current guidelines for BRCA testing of breast cancer patients are insufficient to detect all mutation carriers. BMC Cancer 2017; 17: 438.
49.
Davaadelger B, Choi MR, Singhal H, et al. BRCA1 mutation influences progesterone response in human benign mammary organoids. Breast Cancer Res 2019; 21: 124.
50.
Stevens KN, Vachon CM, Couch FJ. Genetic susceptibility to triple-negative breast cancer. Cancer Res 2013; 73: 2025-2030.
51.
Lippi G, Mattiuzzi C, Montagnana M. BRCA population screening for predicting breast cancer: for or against? Ann Transl Med 2017; 5: 275.