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2.
Diagnostics (Basel) ; 11(3)2021 Mar 21.
Artículo en Inglés | MEDLINE | ID: mdl-33801055

RESUMEN

Previous research involving epithelial ovarian cancer patients showed that, compared to germline BRCA (gBRCA) mutations, somatic BRCA (sBRCA) mutations present a similar positive impact with regard to overall survival (OS) and platinum and PARP (poly (ADP-ribose) polymerase) inhibitor sensitivity. Nevertheless, molecular testing in these studies did not include copy number variation (CNV) analyses of BRCA genes. The aim of this study was to explore the prognostic and predictive role of sBRCA mutations as compared to gBRCA mutations in patients who were also tested for CNVs. Among the 158 patients included in the study, 17.09% of patients carried a pathogenic or likely pathogenic gBRCA variant and 15.19% of patients presented pathogenetic or likely pathogenic sBRCA variants and/or CNVs. Overall, 81.6% of the patients included in this study were diagnosed with a serous histotype, and 77.2% were in advanced stages. Among women diagnosed in advanced stages, gBRCA patients showed better progression-free survival and OS as compared to sBRCA and wild-type patients, whereas sBRCA patients did not show any advantage in outcome as compared to wild-type patients. In this study, the introduction of CNV analyses increased the detection rate of sBRCA mutations, and the resulting classification among gBRCA, sBRCA and wild-type patients was able to properly stratify the prognosis of OC patients. Particularly, sBRCA mutation patients failed to show any outcome advantage as compared to wild-type patients.

3.
Genes (Basel) ; 12(5)2021 04 21.
Artículo en Inglés | MEDLINE | ID: mdl-33919281

RESUMEN

The most common breast cancer (BC) susceptibility genes beyond BRCA1/2 are ATM and CHEK2. For the purpose of exploring the clinicopathologic characteristics of BC developed by ATM or CHEK2 mutation carriers, we reviewed the archive of our Family Cancer Clinic. Since 2018, 1185 multi-gene panel tests have been performed. Nineteen ATM and 17 CHEK2 mutation carriers affected by 46 different BCs were identified. A high rate of bilateral tumors was observed in ATM (26.3%) and CHEK2 mutation carriers (41.2%). While 64.3% of CHEK2 tumors were luminal A-like, 56.2% of ATM tumors were luminal B-like/HER2-negative. Moreover, 21.4% of CHEK2-related invasive tumors showed a lobular histotype. About a quarter of all ATM-related BCs and a third of CHEK2 BCs were in situ carcinomas and more than half of ATM and CHEK2-related BCs were diagnosed at stage I-II. Finally, 63.2% of ATM mutation carriers and 64.7% of CHEK2 mutation carriers presented a positive BC family history. The biological and clinical characteristics of ATM and CHEK2-related tumors may help improve diagnosis, prognostication and targeted therapeutic approaches. Contralateral mastectomy should be considered and discussed with ATM and CHEK2 mutation carriers at the first diagnosis of BC.


Asunto(s)
Proteínas de la Ataxia Telangiectasia Mutada/genética , Neoplasias de la Mama/genética , Quinasa de Punto de Control 2/genética , Mutación de Línea Germinal , Heterocigoto , Neoplasias de la Mama/patología , Femenino , Frecuencia de los Genes , Humanos , Fenotipo
4.
Cancer Biol Med ; 2021 Mar 12.
Artículo en Inglés | MEDLINE | ID: mdl-33710808

RESUMEN

OBJECTIVE: As prostate cancer (PrC) shows a BRCA mutation rate as high as 30%, it becomes crucial to find the optimal selection criteria for genetic testing. The primary objective of this study was to evaluate the BRCA mutation rate in families with PrC associated with breast and/or ovarian cancers; secondary aims were to compare the characteristics of families and BRCA-related PrC outcome among BRCA1 and BRCA2 carriers. METHODS: Following the Modena criteria for the BRCA test, we evaluated the mutation rate in families with breast and/or ovarian cancer with a Gleason score ≥7 PrCs, by testing breast or ovarian cases and inferring the mutation in the prostate cases. The characteristics of families and BRCA-related PrC outcomes were measured using the chi-square (χ2) test and Kaplan-Meier methods, respectively. RESULTS: Among 6,591 families, 580 (8.8%) with a Gleason score ≥ 7 PrCs were identified, of which 332 (57.2%) met the Modena selection criteria for BRCA testing. Overall, 215 breast or ovarian cancer probands (64.8%) were tested, of which 41 resulted positive for BRCA and one for CHEK2 genes (19.5%). No statistically significant differences were found in BRCA-related PrC prognosis and in the characteristics of families among BRCA1, BRCA2 and non-tested patients. Ten of 23 (44%) mutations in the BRCA2 gene fell in the prostate cancer cluster region (PCCR) at the 3´ terminal of the 7914 codon. CONCLUSIONS: It appears the Modena criteria are very useful for BRCA testing selection in families with breast and/or ovarian cancer and PrC. A trend toward a worse prognosis has been found in BRCA2 carriers.

5.
Cancers (Basel) ; 12(5)2020 May 15.
Artículo en Inglés | MEDLINE | ID: mdl-32429297

RESUMEN

NCCN Guidelines recommend BRCA genetic testing in individuals with a probability >5% of being a carrier. Nonetheless, the cost-effectiveness of testing individuals with no tumor family history is still debated, especially when BRCA testing is offered by the national health service. Our analysis evaluated the rate of BRCA pathogenic or likely-pathogenic variants in 159 triple-negative breast cancer (TNBC) patients diagnosed ≤60 years, and 109 luminal-like breast cancer (BC) patients diagnosed ≤35 without breast and/or ovarian family histories. In TNBC patients, BRCA mutation prevalence was 22.6% (21.4% BRCA1). Mutation prevalence was 64.2% ≤30 years, 31.8% in patients aged 31-40, 16.1% for those aged 41-50 and 7.9% in 51-60s. A total of 40% of patients with estrogen receptors (ER) 1-9% were BRCA1 carriers. BRCA detection rate in early-onset BCs was 6.4% (4.6% BRCA2). Mutation prevalence was 0% between 0-25 years, 9% between 26-30 years and 6% between 31-35 years. In conclusion, BRCA testing is recommended in TNBC patients diagnosed ≤60 years, regardless of family cancer history or histotype, and by using immunohistochemical staining <10% for both ER and/PR. In luminal-like early-onset BC, a lower BRCA detection rate was observed, suggesting a role for other predisposing genes along with BRCA genetic testing.

6.
Cancers (Basel) ; 11(2)2019 Feb 07.
Artículo en Inglés | MEDLINE | ID: mdl-30736435

RESUMEN

The identification of BRCA mutations plays a crucial role in the management of hereditary cancer prevention and treatment. Nonetheless, BRCA-testing in pancreatic cancer (PC) patients is not universally introduced in clinical practice. A retrospective analysis was conducted, firstly, to evaluate the rate of BRCA-positive families among those presenting a family history of PC besides breast and/or ovarian cancer. Secondly, the relationship between BRCA pathogenic variants and PC risk was evaluated. Finally, the characteristics of PC developed in BRCA families were described. Among 5143 family trees reporting breast and/or ovarian cancer cases, 392 showed a family history of PC. A total of 35 families (24.5% selected by the Modena Criteria and 21.3% by the NCCN Criteria) were positive to BRCA testing. Among the BRCA1 mutations, 36.8% were found within a region defined by c.3239⁻c.3917, whilst 43.7% of BRCA2 mutations were located within c.7180⁻c.8248. This study confirmed that an increase in the rate of positive tests in families with PC when associated to breast and/or ovarian tumors. Moreover, this analysis indicated two possible Pancreatic Cancer Cluster Regions that should be verified in future research. Finally, PC in families with breast and/or ovarian cancer history, particularly in BRCA families, were diagnosed at younger age and showed better one-year overall survival.

7.
Int J Cancer ; 144(5): 1001-1009, 2019 03 01.
Artículo en Inglés | MEDLINE | ID: mdl-30098212

RESUMEN

This article evaluates the breast cancer (BC) screening efficacy of biannual ultrasound (US) in three different risk categories. In a single-center, prospective, nonrandomized comparison study, BRCA mutation carriers and women with high risk (HR) or intermediate risk (IR) received mammography (MMG), ultrasound, (US) and Magnetic Resonance Imaging (MRI), scheduled according to the risk categories. Single and combined sensitivity were evaluated in specific groups of risk and the US performance at six-monthly interval was notably considered. Among 2,313 asymptomatic women at different risk (136 mutation carriers, 1,749 at HR and 428 at IR) 211 developed a BC, of which 193 (91.5%) were screen detected BC (SDBC) and 18 (8.5%) were interval BC (IBC). The SDBC detection rate (DR) was 11.2 per 1.000 person-years (37.9, 8.5 and 16.1 for BRCA, HR and IR, respectively); 116 BC were detected by MMG (DR = 6.6 × 1,000 persons-years), 62 by US (DR = 3.6 × 1,000 persons-years) and 15 by MRI, that was applied only in 60 BRCA women (DR = 37 × 1,000 persons-years). At the six-monthly US, 52 BC were detected (DR = 3.0 × 1,000 persons/years), of which 8 were BRCA-related. The most sensitive technique was MRI (93.7%) followed by MMG (55%) and US (29.4%). Combined sensitivity for MMG plus US was 100% in HR and 80.4% for IR women (p < 0.01). In BRCA mutated patients, MRI alone with annual US performed after six months, could be offered. In HR patients, MMG plus biannual US provide the most sensitive diagnosis and for IR group an annual MMG could be sufficient.


Asunto(s)
Neoplasias de la Mama/tratamiento farmacológico , Adulto , Anciano , Neoplasias de la Mama/genética , Detección Precoz del Cáncer/métodos , Femenino , Humanos , Imagen por Resonancia Magnética/métodos , Mamografía , Persona de Mediana Edad , Mutación/genética , Estudios Prospectivos , Riesgo , Proteínas Supresoras de Tumor/genética , Ultrasonografía Mamaria/métodos
8.
Oncology ; 93(6): 377-386, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-28848147

RESUMEN

OBJECTIVE: To evaluate the effectiveness of transvaginal ultrasound (TVU) and serum CA-125 measurement in women at different risk of developing ovarian cancer/fallopian tube cancer (OC/FTC) and the incidence of primary peritoneal cancer (PPC) after risk-reducing salpingo-oophorectomy (RRSO). METHODS: Between 2002 and 2014, 661 women at different risk of OC/FTC/PPC due to a family history or BRCA1/2 gene mutation were offered TVU and CA-125 measurement or RRSO as prevention strategies. The detection rate of OC/FTC/PPC was evaluated, and the sensitivity and specificity for CA-125 measurement and TVU were calculated. Survival and event analysis was performed for diagnosed patients. RESULTS: After a median follow-up of 112 months, 12 OC/FTC/PPC cases were detected (2.6/1,000 persons/year). The screening sensitivity was 70%, with 73% for BRCA carriers. Six (50%) of 12 cancers were stage I or II. Among 41 women who underwent RRSO, 2 BRCA1 carriers developed a PPC (4.9%). At 61-month follow-up, overall and event-free survival were 75 and 64%, respectively. CONCLUSIONS: The cancer detection rate in women with BRCA mutation or a strong family history supports the effectiveness of our surveillance program for early diagnosis. Screening for women at lower risk of OC/FTC is not recommended. A residual risk of PPC after RRSO remains for BRCA1 carriers.


Asunto(s)
Antígeno Ca-125/sangre , Neoplasias Ováricas/sangre , Neoplasias Ováricas/patología , Proteína BRCA1/genética , Proteína BRCA2/genética , Supervivencia sin Enfermedad , Neoplasias de las Trompas Uterinas/sangre , Neoplasias de las Trompas Uterinas/patología , Femenino , Humanos , Incidencia , Persona de Mediana Edad , Mutación/genética , Neoplasias Ováricas/genética , Ovariectomía/métodos , Neoplasias Peritoneales/sangre , Neoplasias Peritoneales/genética , Neoplasias Peritoneales/patología , Estudios Prospectivos , Factores de Riesgo , Salpingooforectomía/métodos , Sensibilidad y Especificidad , Ultrasonografía/métodos
9.
Oncotarget ; 8(14): 22640-22648, 2017 Apr 04.
Artículo en Inglés | MEDLINE | ID: mdl-28186987

RESUMEN

We have investigated the clinical significance of the BRCA1 variant p.His1673del in 14 families from the Emilia-Romagna region of Italy, including 20 breast and 23 ovarian cancer cases; four families displayed site-specific ovarian cancer.The variant, absent in human variation databases, has been reported three times in BRCA1 specific databases; all probands shared the same rare haplotype at the BRCA1 locus, consistent with a common ancestor.The multifactorial likelihood method by Goldgar, used to estimate the probability of the variant being causative, gave a ratio of 2,263,474:1 in favor of causality. Moreover, in silico modeling suggested that His1673-lacking BRCA1 protein may have a decreased ability to bind BARD1 and other related proteins. All six ovarian carcinomas and two out of four breast carcinomas available showed a loss of the BRCA1 wild-type allele, which in three out of four ovarian carcinomas analyzed by FISH was associated with duplication of the chromosome 17 containing the variant. Although the pathogenicity of the allele is strongly supported by the multifactorial ratio,we cannot exclude that p.His1673del is not itself deleterious, but is linked to another undetected mutation on the same ancestral allele.


Asunto(s)
Proteína BRCA1/genética , Biomarcadores de Tumor/genética , Neoplasias de la Mama/genética , Neoplasias Ováricas/genética , Eliminación de Secuencia/genética , Adulto , Anciano , Neoplasias de la Mama/patología , Femenino , Predisposición Genética a la Enfermedad , Pruebas Genéticas , Haplotipos/genética , Humanos , Pérdida de Heterocigocidad , Persona de Mediana Edad , Estadificación de Neoplasias , Neoplasias Ováricas/patología , Linaje , Fenotipo , Pronóstico
10.
J Breast Cancer ; 19(3): 283-291, 2016 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-27721878

RESUMEN

PURPOSE: We conducted a study to evaluate the relationship between body mass index (BMI) and the risk of breast cancer (BC) and outcome in a population of 14,684 women aged 55 to 69 years eligible to participate in the Mammography Screening Program (MSP) in the Province of Modena, Italy. METHODS: The study population was drawn from women who underwent mammography screening between 2004 and 2006 in the Province of Modena. Women were subdivided into obese, overweight, and normal-weight categories according to BMI and followed until July 31, 2010, to evaluate the BC incidence. The clinicopathological characteristics of BC were also evaluated in different groups of patients classified according to BMI. After BC diagnosis, patients were followed for a median period of 65 (range, 2-104) months. Second events (recurrences and second tumors) were recorded, and the 5-year event-free survival (EFS) was calculated. RESULTS: After a period of 73 months, 366 cases of BC were diagnosed. Compared with normal-weight women, obese women had a significantly higher incidence of BC (relative risk [RR], 1.32; p=0.040) (RR=1), larger tumors (27% of tumors were larger than T2 size), and more nodal involvement (38.5% of tumors were node-positive). Furthermore, a significantly higher rate of total events was seen in obese women compared with overweight and normal-weight patients, respectively (17.9% vs. 11.4% vs. 10.8%, p=0.032). The 5-year EFS was 89.0%, 89.0%, and 80.0% for normal-weight, overweight, and obese patients, respectively. CONCLUSION: We observed a significantly higher risk of BC in obese women among those eligible to participate in the MSP in the Province of Modena. Finally, obese women had more second events and poorer EFS compared to nono bese women.

11.
Hum Mol Genet ; 24(18): 5345-55, 2015 Sep 15.
Artículo en Inglés | MEDLINE | ID: mdl-26130695

RESUMEN

Numerous genetic factors that influence breast cancer risk are known. However, approximately two-thirds of the overall familial risk remain unexplained. To determine whether some of the missing heritability is due to rare variants conferring high to moderate risk, we tested for an association between the c.5791C>T nonsense mutation (p.Arg1931*; rs144567652) in exon 22 of FANCM gene and breast cancer. An analysis of genotyping data from 8635 familial breast cancer cases and 6625 controls from different countries yielded an association between the c.5791C>T mutation and breast cancer risk [odds ratio (OR) = 3.93 (95% confidence interval (CI) = 1.28-12.11; P = 0.017)]. Moreover, we performed two meta-analyses of studies from countries with carriers in both cases and controls and of all available data. These analyses showed breast cancer associations with OR = 3.67 (95% CI = 1.04-12.87; P = 0.043) and OR = 3.33 (95% CI = 1.09-13.62; P = 0.032), respectively. Based on information theory-based prediction, we established that the mutation caused an out-of-frame deletion of exon 22, due to the creation of a binding site for the pre-mRNA processing protein hnRNP A1. Furthermore, genetic complementation analyses showed that the mutation influenced the DNA repair activity of the FANCM protein. In summary, we provide evidence for the first time showing that the common p.Arg1931* loss-of-function variant in FANCM is a risk factor for familial breast cancer.


Asunto(s)
Empalme Alternativo , Codón sin Sentido , ADN Helicasas/genética , Reparación del ADN , Exones , Adulto , Edad de Inicio , Alelos , Sitios de Unión , Neoplasias de la Mama/epidemiología , Neoplasias de la Mama/genética , Estudios de Casos y Controles , ADN Helicasas/metabolismo , Análisis Mutacional de ADN , Femenino , Expresión Génica , Frecuencia de los Genes , Estudios de Asociación Genética , Predisposición Genética a la Enfermedad , Genotipo , Ribonucleoproteína Nuclear Heterogénea A1 , Ribonucleoproteína Heterogénea-Nuclear Grupo A-B/metabolismo , Humanos , Metaanálisis como Asunto , Persona de Mediana Edad , Motivos de Nucleótidos , Posición Específica de Matrices de Puntuación , Unión Proteica , Factores de Riesgo , Adulto Joven
12.
Breast J ; 19(1): 10-21, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-23252601

RESUMEN

Chemoprevention for women at risk for breast cancer has been shown to be effective, but in actual practice, women's uptake of chemoprevention has been poor. We explored factors that influence acceptability, adherence, and dropout in the International Breast (Prevention) Intervention Study during our first 3 years of activity at the Modena Familial Breast and Ovarian Cancer Center. We evaluated socio-demographic characteristics, health status, adherence, and side effect intensity. Semi-structured interviews analyzed reasons for accepting/refusing/stopping the trial. A total of 471 postmenopausal women were invited to participate, of which 319 declined to participate (68%), 137 accepted to participate (29%), and 15 participants did not make a final decision (3%). Breast cancer-related worries and trust in our preventive and surveillance programs were the most frequent reasons for accepting. Side effect-related worry was the most frequent reason for refusing. General practitioners' and family members' opinions played an important role in the decision-making process. Adherence significantly decreased after a 12-month follow-up, but it remained unchanged after 24- and 36-month follow-ups. Mild/moderate side effects reported by women did not change after 12 months of treatment. Forty percent of women withdrew from the study due to complaints of side effects. We concluded that chemoprevention trials are difficult medical experiments and that the process of deciding about whether or not to participate is based mainly on beliefs and values. This study has important clinical implications. During counselling with prospective participants, it is important to emphasize the potential benefits and to promote an informed choice. How participants make decisions, their belief systems, and their perception of risk are all factors that should be investigated in future research.


Asunto(s)
Anticarcinógenos/uso terapéutico , Neoplasias de la Mama/prevención & control , Cumplimiento de la Medicación , Nitrilos/uso terapéutico , Negativa del Paciente al Tratamiento , Triazoles/uso terapéutico , Adulto , Anciano , Análisis de Varianza , Anastrozol , Anticarcinógenos/efectos adversos , Artralgia/inducido químicamente , Distribución de Chi-Cuadrado , Toma de Decisiones , Método Doble Ciego , Oftalmopatías/inducido químicamente , Femenino , Estudios de Seguimiento , Sofocos/inducido químicamente , Humanos , Italia , Persona de Mediana Edad , Nitrilos/efectos adversos , Pacientes Desistentes del Tratamiento , Triazoles/efectos adversos , Enfermedades Vaginales/inducido químicamente
13.
BMC Cancer ; 10: 90, 2010 Mar 10.
Artículo en Inglés | MEDLINE | ID: mdl-20219108

RESUMEN

BACKGROUND: The purpose of our study was to compare differences in the prognosis of breast cancer (BC) patients at high (H) risk or intermediate slightly (IS) increased risk based on family history and those without a family history of BC, and to evaluate whether ten-year overall survival can be considered a good indicator of BRCA1 gene mutation. METHODS: We classified 5923 breast cancer patients registered between 1988 and 2006 at the Department of Oncology and Haematology in Modena, Italy, into one of three different risk categories according to Modena criteria. One thousand eleven patients at H and IS increased risk were tested for BRCA1/2 mutations. The overall survival (OS) and disease free survival (DFS) were the study end-points. RESULTS: Eighty BRCA1 carriers were identified. A statistically significantly better prognosis was observed for patients belonging to the H risk category with respect to women in the IS and sporadic groups (82% vs.75% vs.73%, respectively; p < 0.0001). Comparing only BRCA1 carriers with BRCA-negative and sporadic BC (77% vs.77% vs.73%, respectively; p < 0.001) an advantage in OS was seen. CONCLUSIONS: Patients belonging to a population with a high probability of being BRCA1 carriers had a better prognosis than those with sporadic BC. Considering these results, women who previously had BC and had survived ten years could be selected for BRCA1 analysis among family members at high risk of hereditary BC during genetic counselling. Since only 30% of patients with a high probability of having hereditary BC have BRCA1 mutations, selecting women with a long term survival among this population could increase the rate of positive analyses, avoiding the use of expensive tests.


Asunto(s)
Neoplasias de la Mama/etnología , Neoplasias de la Mama/mortalidad , Población Blanca/genética , Adulto , Neoplasias de la Mama/genética , Neoplasias de la Mama/patología , Supervivencia sin Enfermedad , Salud de la Familia , Femenino , Genes BRCA1 , Genes BRCA2 , Predisposición Genética a la Enfermedad , Humanos , Italia/epidemiología , Análisis Multivariante , Estadificación de Neoplasias , Tasa de Supervivencia
14.
BMC Cancer ; 6: 210, 2006 Aug 17.
Artículo en Inglés | MEDLINE | ID: mdl-16916448

RESUMEN

BACKGROUND: Breast cancer (BC) detection in women with a genetic susceptibility or strong family history is considered mandatory compared with BC screening in the general population. However, screening modalities depend on the level of risk. Here we present an update of our screening programs based on risk classification. METHODS: We defined different risk categories and surveillance strategies to identify early BC in 1325 healthy women recruited by the Modena Study Group for familial breast and ovarian cancer. Four BC risk categories included BRCA1/2 carriers, increased, intermediate, and slightly increased risk. Women who developed BC from January 1, 1994, through December 31, 2005 (N = 44) were compared with the number of expected cases matched for age and period. BRCA1/2 carriers were identified by mutational analysis. Other risk groups were defined by different levels of family history for breast or ovarian cancer (OC). The standardized incidence ratio (SIR) was used to evaluate the observed and expected ratio among groups. All statistical tests were two-sided. RESULTS: After a median follow-up of 55 months, there was a statistically significant difference between observed and expected incidence [SIR = 4.9; 95% confidence interval (CI) = 1.6 to 7.6; p < 0.001]. The incidence observed among BRCA carriers (SIR = 20.3; 95% CI = 3.1 to 83.9; P < 0.001), women at increased (SIR = 4.5; 95% CI = 1.5 to 8.3; P < 0.001) or intermediate risk (SIR = 7.0, 95% CI = 2.0 to 17.1; P = 0.0018) was higher than expected, while the difference between observed and expected among women at slightly increased risk was not statistically significant (SIR = 2.4, 95% CI = 0.9 to 8.3; P = .74). CONCLUSION: The rate of cancers detected in women at high risk according to BRCA status or strong family history, as defined according to our operational criteria, was significantly higher than expected in an age-matched general population. However, we failed to identify a greater incidence of BC in the slightly increased risk group. These results support the effectiveness of the proposed program to identify and monitor individuals at high risk, whereas prospective trials are needed for women belonging to families with sporadic BC or OC.


Asunto(s)
Neoplasias de la Mama/diagnóstico , Neoplasias de la Mama/epidemiología , Neoplasias de la Mama/genética , Pruebas Genéticas , Adolescente , Adulto , Anciano , Neoplasias de la Mama/diagnóstico por imagen , Femenino , Estudios de Seguimiento , Genes BRCA1/fisiología , Genes BRCA2/fisiología , Pruebas Genéticas/métodos , Genética de Población/estadística & datos numéricos , Humanos , Imagen por Resonancia Magnética/métodos , Mamografía/métodos , Persona de Mediana Edad , Mutación , Factores de Riesgo , Análisis de Supervivencia , Ultrasonografía Mamaria/métodos
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