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1.
Breast Cancer Res Treat ; 190(3): 463-475, 2021 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-34570303

RESUMEN

PURPOSE: Emerging evidence suggests that the progesterone-mediated receptor activator of nuclear factor κB (RANK)/soluble RANK ligand (sRANKL)/osteoprotegerin (OPG) pathway plays an important role in mammary carcinogenesis and is hyperactivated in germline (g)BRCA1/2 mutation carriers. We analyzed the effects of a 3-month intensive lifestyle intervention within the LIBRE-1 study on the serum levels of OPG and sRANKL and hypothesized that the intervention program provides a beneficial impact on the biomarkers by increasing OPG and reducing sRANKL serum concentrations. METHODS: Serum levels of OPG and sRANKL of 49 gBRCA1/2 mutation carriers were quantified using enzyme-linked immunosorbent assays. We used previously collected blood samples from participants of the prospective LIBRE-1 study, who were randomized into an intervention group (IG), increasing physical activity and adherence to the Mediterranean diet (MedD) through supervised sessions from study entry to the first study visit after 3 months and a usual-care control group (CG). Differences in biomarker levels before and after the 3-month intervention were tested within and between study groups. RESULTS: The lifestyle intervention resulted in a significant increase in OPG for participants in both the IG (q = 0.022) and CG (q = 0.002). sRANKL decreased significantly in the IG (q = 0.0464) and seemed to decrease in the CG (q = 0.5584). An increase in the intake of Omega-3 polyunsaturated fatty acids was significantly associated with an increase in OPG (r = 0.579, q = 0.045). Baseline serum levels of sRANKL were a strong predictor for the change of sRANKL in the course of the intervention (ß-estimate = - 0.70; q = 0.0018). Baseline physical fitness (assessed as VO2peak) might predict the change of OPG in the course of the intervention program (ß-estimate = 0.133 pg/ml/ml/min/kg; p = 0.0319; q = 0.2871). CONCLUSION: Findings from this pilot study seem to confirm our hypothesis by showing an increase in OPG and decrease in sRANKL over a 3-month lifestyle intervention and suggest that increased physical activity and adherence to the MedD are potent modulators of the biomarkers OPG and potentially sRANKL.


Asunto(s)
Proteína BRCA1 , Neoplasias de la Mama , Dieta Mediterránea , Osteoprotegerina , Estudios Prospectivos , Proteína BRCA1/genética , Proteína BRCA2/genética , Ejercicio Físico , Femenino , Humanos , Estilo de Vida , Mutación , Osteoprotegerina/sangre , Osteoprotegerina/genética , Proyectos Piloto , Ligando RANK/sangre , Ligando RANK/genética , Ensayos Clínicos Controlados Aleatorios como Asunto
2.
Arch Gynecol Obstet ; 303(6): 1557-1567, 2021 06.
Artículo en Inglés | MEDLINE | ID: mdl-33245408

RESUMEN

PURPOSE: TP53germline (g) mutations, associated with the Li-Fraumeni syndrome (LFS), have rarely been reported in the context of hereditary breast and ovarian cancer (HBOC). The prevalence and cancer risks in this target group are unknown and counseling remains challenging. Notably an extensive high-risk surveillance program is implemented, which evokes substantial psychological discomfort. Emphasizing the lack of consensus about clinical implications, we aim to further characterize TP53g mutations in HBOC families. METHODS: Next-generation sequencing was conducted on 1876 breast cancer (BC) patients who fulfilled the inclusion criteria for HBOC. RESULTS: (Likely) pathogenic variants in TP53 gene were present in 0.6% of the BC cohort with higher occurrence in early onset BC < 36 years. (1.1%) and bilateral vs. unilateral BC (1.1% vs. 0.3%). Two out of eleven patients with a (likely) pathogenic TP53g variant (c.542G > A; c.375G > A) did not comply with classic LFS/Chompret criteria. Albeit located in the DNA-binding domain of the p53-protein and therefore revealing no difference to LFS-related variants, they only displayed a medium transactivity reduction constituting a retainment of wildtype-like anti-proliferative functionality. CONCLUSION: Among our cohort of HBOC families, we were able to describe a clinical subgroup, which is distinct from the classic LFS-families. Strikingly, two families did not adhere to the LFS criteria, and functional analysis revealed a reduced impact on TP53 activity, which may suit to the attenuated phenotype. This is an approach that could be useful in developing individualized screening efforts for TP53g mutation carrier in HBOC families. Due to the low incidence, national/international cooperation is necessary to further explore clinical implications. This might allow providing directions for clinical recommendations in the future.


Asunto(s)
Neoplasias de la Mama , Síndrome de Li-Fraumeni , Neoplasias Ováricas , Proteína p53 Supresora de Tumor/genética , Neoplasias de la Mama/genética , Femenino , Predisposición Genética a la Enfermedad , Mutación de Línea Germinal , Humanos , Síndrome de Li-Fraumeni/genética , Masculino , Persona de Mediana Edad , Neoplasias Ováricas/genética
3.
Int J Cancer ; 146(4): 999-1009, 2020 02 15.
Artículo en Inglés | MEDLINE | ID: mdl-31081934

RESUMEN

Comparably little is known about breast cancer (BC) risks in women from families tested negative for BRCA1/2 mutations despite an indicative family history, as opposed to BRCA1/2 mutation carriers. We determined the age-dependent risks of first and contralateral breast cancer (FBC, CBC) both in noncarriers and carriers of BRCA1/2 mutations, who participated in an intensified breast imaging surveillance program. The study was conducted between January 1, 2005, and September 30, 2017, at 12 university centers of the German Consortium for Hereditary Breast and Ovarian Cancer. Two cohorts were prospectively followed up for incident FBC (n = 4,380; 16,398 person-years [PY], median baseline age: 39 years) and CBC (n = 2,993; 10,090 PY, median baseline age: 42 years). Cumulative FBC risk at age 60 was 61.8% (95% CI 52.8-70.9%) for BRCA1 mutation carriers, 43.2% (95% CI 32.1-56.3%) for BRCA2 mutation carriers and 15.7% (95% CI 11.9-20.4%) for noncarriers. FBC risks were significantly higher than in the general population, with incidence rate ratios of 23.9 (95% CI 18.9-29.8) for BRCA1 mutation carriers, 13.5 (95% CI 9.2-19.1) for BRCA2 mutation carriers and 4.9 (95% CI 3.8-6.3) for BRCA1/2 noncarriers. Cumulative CBC risk 10 years after FBC was 25.1% (95% CI 19.6-31.9%) for BRCA1 mutation carriers, 6.6% (95% CI 3.4-12.5%) for BRCA2 mutation carriers and 3.6% (95% CI 2.2-5.7%) for noncarriers. CBC risk in noncarriers was similar to women with unilateral BC from the general population. Further studies are needed to confirm whether less intensified surveillance is justified in women from BRCA1/2 negative families with elevated risk.


Asunto(s)
Proteína BRCA1/genética , Proteína BRCA2/genética , Neoplasias de la Mama/epidemiología , Predisposición Genética a la Enfermedad , Adulto , Factores de Edad , Neoplasias de la Mama/genética , Monitoreo Epidemiológico , Femenino , Estudios de Seguimiento , Alemania/epidemiología , Heterocigoto , Humanos , Incidencia , Anamnesis , Persona de Mediana Edad , Mutación , Estudios Prospectivos , Medición de Riesgo , Factores de Riesgo
4.
Cancer Causes Control ; 31(6): 525-536, 2020 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-32253639

RESUMEN

PURPOSE: There are no models for German women that predict absolute risk of invasive breast cancer (BC), i.e., the probability of developing BC over a prespecified time period, given a woman's age and characteristics, while accounting for competing risks. We thus validated two absolute BC risk models (BCRAT, BCRmod) developed for US women in German women. BCRAT uses a woman's medical, reproductive, and BC family history; BCRmod adds modifiable risk factors (body mass index, hormone replacement therapy and alcohol use). METHODS: We assessed model calibration by comparing observed BC numbers (O) to expected numbers (E) computed from BCRmod/BCRAT for German women enrolled in the prospective European Prospective Investigation into Cancer and Nutrition (EPIC), and after updating the models with German BC incidence/competing mortality rates. We also compared 1-year BC risk predicted for all German women using the German Health Interview and Examination Survey for Adults (DEGS) with overall German BC incidence. Discriminatory performance was quantified by the area under the receiver operator characteristics curve (AUC). RESULTS: Among 22,098 EPIC-Germany women aged 40+ years, 745 BCs occurred (median follow-up: 11.9 years). Both models had good calibration for total follow-up, EBCRmod/O = 1.08 (95% confidence interval: 0.95-1.21), and EBCRAT/O = 0.99(0.87-1.11), and over 5 years. Compared to German BC incidence rates, both models somewhat overestimated 1-year risk for women aged 55+ and 70+ years. For total follow-up, AUCBCRmod = 0.61(0.58-0.63) and AUCBCRAT = 0.58(0.56-0.61), with similar values for 5-year follow-up. CONCLUSION: US BC risk models showed adequate calibration in German women. Discriminatory performance was comparable to that in US women. These models thus could be applied for risk prediction in German women.


Asunto(s)
Neoplasias de la Mama/epidemiología , Medición de Riesgo/métodos , Adulto , Femenino , Alemania/epidemiología , Humanos , Incidencia , Persona de Mediana Edad , Modelos Estadísticos , Estudios Prospectivos , Factores de Riesgo
5.
Eur J Nutr ; 59(4): 1357-1369, 2020 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-31089867

RESUMEN

PURPOSE: Inter-individual metabolic differences may be a reason for previously inconsistent results in diet-diabetes associations. We aimed to investigate associations between dietary intake and diabetes for metabolically homogeneous subgroups ('metabotypes') in a large cross-sectional study. METHODS: We used data of 1517 adults aged 38-87 years from the German population-based KORA FF4 study (2013/2014). Dietary intake was estimated based on the combination of a food frequency questionnaire and multiple 24-h food lists. Glucose tolerance status was classified based on an oral glucose tolerance test in participants without a previous diabetes diagnosis using American Diabetes Association criteria. Logistic regression was applied to examine the associations between dietary intake and diabetes for two distinct metabotypes, which were identified based on 16 biochemical and anthropometric parameters. RESULTS: A low intake of fruits and a high intake of total meat, processed meat and sugar-sweetened beverages (SSB) were significantly associated with diabetes in the total study population. Stratified by metabotype, associations with diabetes remained significant for intake of total meat (OR 1.67, 95% CI 1.04-2.67) and processed meat (OR 2.23, 95% CI 1.24-4.04) in the metabotypes with rather favorable metabolic characteristics, and for intake of fruits (OR 0.83, 95% CI 0.68-0.99) and SSB (OR:1.21, 95% CI 1.09-1.35) in the more unfavorable metabotype. However, only the association between SSB intake and diabetes differed significantly by metabotype (p value for interaction = 0.01). CONCLUSIONS: Our findings suggest an influence of metabolic characteristics on diet-diabetes associations, which may help to explain inconsistent previous results. The causality of the observed associations needs to be confirmed in prospective and intervention studies.


Asunto(s)
Diabetes Mellitus/epidemiología , Diabetes Mellitus/metabolismo , Encuestas sobre Dietas/métodos , Dieta/métodos , Adulto , Anciano , Anciano de 80 o más Años , Estudios Transversales , Encuestas sobre Dietas/estadística & datos numéricos , Femenino , Alemania/epidemiología , Humanos , Masculino , Persona de Mediana Edad
6.
Breast Cancer Res Treat ; 175(1): 217-228, 2019 May.
Artículo en Inglés | MEDLINE | ID: mdl-30725383

RESUMEN

PURPOSE: To report on 10 years of high-risk service screening with annual MRI in the German Consortium for Hereditary Breast and Ovarian Cancer (GC-HBOC). METHODS: A cohort of 4,573 high-risk, previously unaffected women (954 BRCA1 carriers, 598 BRCA2 carriers, 3021 BRCA1/2 non-carriers) participating in the GC-HBOC surveillance program was prospectively followed. Screening outcomes for 14,142 screening rounds with MRI between 2006 and 2015 were analyzed and stratified by risk group, type of screening round, and age. RESULTS: A total of 221 primary breast cancers (185 invasive, 36 in situ) were diagnosed within 12 months of an annual screening round with MRI. Of all cancers, 84.5% (174/206, 15 unknown) were stage 0 or I. In BRCA1 carriers, 16.9% (10/59, 5 unknown) of all incident cancers (screen-detected and interval cancers combined) and in BRCA2 carriers 12.5% (3/24, 4 unknown) were stage IIA or higher, compared to only 4.8% (2/42, 2 unknown) in high-risk BRCA1/2 non-carriers. Program sensitivity was 89.6% (95% CI 84.9-93.0) with no significant differences in sensitivity between risk groups or by age. Specificity was significantly lower in the first screening round (84.6%, 95% CI 83.6-85.7) than in subsequent screening rounds (91.1%, 95% CI 90.6-91.7), p < 0.001. Cancer detection rates (CDRs) and as a result positive predictive values were strongly dependent on type of screening round, risk group and patient age. CDRs ranged from 43.5‰ (95% CI 29.8-62.9) for the first screening round in BRCA2 carriers to 2.9‰ (95% CI 1.3-6.3) for subsequent screening rounds in high-risk non-carriers in the age group 30 to 39 years. CONCLUSIONS: High-risk screening with MRI was successfully implemented in the GC-HBOC with high sensitivity and specificity. Risk prediction and inclusion criteria in high-risk non-carriers need to be adjusted to improve CDRs and thus screening efficacy in these patients.


Asunto(s)
Neoplasias de la Mama/diagnóstico por imagen , Neoplasias de la Mama/epidemiología , Imagen por Resonancia Magnética , Adolescente , Adulto , Anciano , Biomarcadores de Tumor , Neoplasias de la Mama/genética , Neoplasias de la Mama/patología , Detección Precoz del Cáncer , Femenino , Genes BRCA1 , Genes BRCA2 , Alemania/epidemiología , Síndrome de Cáncer de Mama y Ovario Hereditario/diagnóstico por imagen , Síndrome de Cáncer de Mama y Ovario Hereditario/epidemiología , Síndrome de Cáncer de Mama y Ovario Hereditario/patología , Humanos , Imagen por Resonancia Magnética/métodos , Tamizaje Masivo , Persona de Mediana Edad , Clasificación del Tumor , Estadificación de Neoplasias , Vigilancia en Salud Pública , Reproducibilidad de los Resultados , Riesgo , Adulto Joven
7.
Dis Esophagus ; 32(8)2019 Aug 01.
Artículo en Inglés | MEDLINE | ID: mdl-31329831

RESUMEN

Risk stratification in patients with Barrett's esophagus (BE) to prevent the development of esophageal adenocarcinoma (EAC) is an unsolved task. The incidence of EAC and BE is increasing and patients are still at unknown risk. BarrettNET is an ongoing multicenter prospective cohort study initiated to identify and validate molecular and clinical biomarkers that allow a more personalized surveillance strategy for patients with BE. For BarrettNET participants are recruited in 20 study centers throughout Germany, to be followed for progression to dysplasia (low-grade dysplasia or high-grade dysplasia) or EAC for >10 years. The study instruments comprise self-administered epidemiological information (containing data on demographics, lifestyle factors, and health), as well as biological specimens, i.e., blood-based samples, esophageal tissue biopsies, and feces and saliva samples. In follow-up visits according to the individual surveillance plan of the participants, sample collection is repeated. The standardized collection and processing of the specimen guarantee the highest sample quality. Via a mobile accessible database, the documentation of inclusion, epidemiological data, and pathological disease status are recorded subsequently. Currently the BarrettNET registry includes 560 participants (23.1% women and 76.9% men, aged 22-92 years) with a median follow-up of 951 days. Both the design and the size of BarrettNET offer the advantage of answering research questions regarding potential causes of disease progression from BE to EAC. Here all the integrated methods and materials of BarrettNET are presented and reviewed to introduce this valuable German registry.


Asunto(s)
Adenocarcinoma/diagnóstico , Esófago de Barrett/complicaciones , Detección Precoz del Cáncer/métodos , Neoplasias Esofágicas/diagnóstico , Vigilancia de la Población/métodos , Medición de Riesgo/métodos , Adenocarcinoma/etiología , Adulto , Anciano , Anciano de 80 o más Años , Biomarcadores/análisis , Reglas de Decisión Clínica , Progresión de la Enfermedad , Neoplasias Esofágicas/etiología , Femenino , Alemania , Humanos , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Sistema de Registros , Factores de Riesgo , Adulto Joven
8.
Value Health ; 21(7): 799-808, 2018 07.
Artículo en Inglés | MEDLINE | ID: mdl-30005752

RESUMEN

OBJECTIVE: Personalized breast cancer screening has so far been economically evaluated under the assumption of full screening adherence. This is the first study to evaluate the effects of nonadherence on the evaluation and selection of personalized screening strategies. METHODS: Different adherence scenarios were established on the basis of findings from the literature. A Markov microsimulation model was adapted to evaluate the effects of these adherence scenarios on three different personalized strategies. RESULTS: First, three adherence scenarios describing the relationship between risk and adherence were identified: 1) a positive association between risk and screening adherence, 2) a negative association, or 3) a curvilinear relationship. Second, these three adherence scenarios were evaluated in three personalized strategies. Our results show that it is more the absolute adherence rate than the nature of the risk-adherence relationship that is important to determine which strategy is the most cost-effective. Furthermore, probabilistic sensitivity analyses showed that there are risk-stratified screening strategies that are more cost-effective than routine screening if the willingness-to-pay threshold for screening is below US $60,000. CONCLUSIONS: Our results show that "nonadherence" affects the relative performance of screening strategies. Thus, it is necessary to include the true adherence level to evaluate personalized screening strategies and to select the best strategy.


Asunto(s)
Neoplasias de la Mama/diagnóstico por imagen , Neoplasias de la Mama/economía , Detección Precoz del Cáncer/economía , Costos de la Atención en Salud , Mamografía/economía , Cooperación del Paciente , Medicina de Precisión/economía , Anciano , Neoplasias de la Mama/mortalidad , Toma de Decisiones Clínicas , Simulación por Computador , Análisis Costo-Beneficio , Técnicas de Apoyo para la Decisión , Detección Precoz del Cáncer/efectos adversos , Detección Precoz del Cáncer/métodos , Femenino , Humanos , Mamografía/efectos adversos , Mamografía/métodos , Cadenas de Markov , Persona de Mediana Edad , Modelos Económicos , Medicina de Precisión/métodos , Valor Predictivo de las Pruebas , Pronóstico , Factores de Riesgo , Factores de Tiempo
9.
Breast Cancer Res Treat ; 152(1): 193-197, 2015 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-26012643

RESUMEN

Clinical risk assessment involves absolute risk measures, but information on modifying risk and preventing cancer is often communicated in relative terms. To illustrate the potential impact of risk factor modification in model-based risk assessment, we evaluated the performance of the IBIS Breast Cancer Risk Evaluation Tool, with and without current body mass index (BMI), for predicting future breast cancer occurrence in a prospective cohort of 665 postmenopausal women. Overall, IBIS's accuracy (overall agreement between observed and assigned risks) and discrimination (AUC concordance between assigned risks and outcomes) were similar with and without the BMI information. However, in women with BMI > 25 kg/m(2), adding BMI information improved discrimination (AUC = 63.9 % and 61.4 % with and without BMI, P < 0.001). The model-assigned 10-year risk difference for a woman with high (27 kg/m(2)) versus low (21 kg/m(2)) BMI was only 0.3 % for a woman with neither affected first-degree relatives nor BRCA1 mutation, compared to 4.5 % for a mutation carrier with three such relatives. This contrast illustrates the value of using information on modifiable risk factors in risk assessment and in sharing information with patients of their absolute risks with and without modifiable risk factors.


Asunto(s)
Neoplasias de la Mama/epidemiología , Modelos Teóricos , Riesgo , Femenino , Humanos , New York/epidemiología , Curva ROC , Sistema de Registros , Reproducibilidad de los Resultados , Medición de Riesgo , Factores de Riesgo
10.
Ann Hematol ; 94(12): 1991-2001, 2015 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-26351014

RESUMEN

Germline polymorphisms in genes mutated in acute myeloid leukemia (AML) may have prognostic impact. Therefore, the relevance of the polymorphism IDH1G105 (IDH1105(GGT) minor allele) was evaluated in the context of concomitant molecular mutations in a cohort of 507 AML cases with intermediate-risk cytogenetics. In addition, a cohort of 475 healthy controls was analyzed for this polymorphism. IDH1105(GGT) minor allele was found in 10 % of AML patients and 9 % of healthy controls. While no differences were seen with regard to cytomorphology or cytogenetics, immunophenotyping revealed significantly reduced expression of the progenitor marker CD34 in AML cases harboring IDH1105(GGT) minor allele. Cases with IDH1105(GGT) minor allele as compared to those with the IDH1105(GGC) major allele had significantly longer event-free survival (EFS) (median 16 vs 11 months, p = 0.013) which was most pronounced in the age group >60 years (median 14 vs 9 months, p = 0.007) and in the NPM1 mutated/FLT3-ITD/FLT3wt ratio <0.5 group (median 61 vs 13 months, p = 0.012). However, this association is not independent of other prognostic parameters, and we conclude that IDH1105(GGT) minor allele has to be considered in the context of the genetic background of the individual AML analyzed.


Asunto(s)
Alelos , Biomarcadores de Tumor/genética , Isocitrato Deshidrogenasa/genética , Leucemia Mieloide Aguda , Polimorfismo Genético , Adolescente , Adulto , Anciano , Antígenos CD34 , Supervivencia sin Enfermedad , Femenino , Humanos , Leucemia Mieloide Aguda/genética , Leucemia Mieloide Aguda/mortalidad , Masculino , Persona de Mediana Edad , Proteínas Nucleares/genética , Nucleofosmina , Tasa de Supervivencia , Tirosina Quinasa 3 Similar a fms/genética
11.
Int J Cancer ; 135(7): 1740-4, 2014 Oct 01.
Artículo en Inglés | MEDLINE | ID: mdl-24599445

RESUMEN

High mammographic breast density is one of the strongest intermediate markers of breast cancer risk, and decreases in density over time have been associated with decreases in breast cancer risk. Using repeated measures of mammographic density in a cohort of high-risk women, the Women at Risk (WAR) cohort at Columbia University Medical Center (N = 2670), we examined whether changes in prediagnostic mammographic density differed among 85 prospectively-ascertained breast cancer cases and 85 age-matched controls, using a nested case-control design. Median age at first mammogram was 51 years (range, 29-77 years), with a median of 4 years between first and second prediagnostic mammogram (range, 1-15 years). Using linear regression with change in percent density as the outcome, we found that in women who did not go on to be diagnosed with breast cancer, change in percent density decreased as time between first and second mammogram increased (ß = -1.62% per year, p = 0.004). However, in women who did go on to be diagnosed with breast cancer, there was no overall change in percent density associated with time between first and second mammogram (ß = 0.29% per year, p = 0.61); the change over time was statistically significantly different between cases versus controls (p <0.009). If replicated in larger cohorts, these results suggest that within-individual changes in mammographic density as measured by percent density may be a useful biomarker of breast cancer risk.


Asunto(s)
Neoplasias de la Mama/diagnóstico , Mama/anatomía & histología , Glándulas Mamarias Humanas/anomalías , Adulto , Factores de Edad , Anciano , Anciano de 80 o más Años , Densidad de la Mama , Neoplasias de la Mama/etiología , Estudios de Casos y Controles , Femenino , Estudios de Seguimiento , Humanos , Persona de Mediana Edad , Estadificación de Neoplasias , Posmenopausia , Pronóstico , Factores de Riesgo , Factores de Tiempo
12.
Stat Med ; 33(18): 3179-90, 2014 Aug 15.
Artículo en Inglés | MEDLINE | ID: mdl-24753038

RESUMEN

We describe a flexible family of tests for evaluating the goodness of fit (calibration) of a pre-specified personal risk model to the outcomes observed in a longitudinal cohort. Such evaluation involves using the risk model to assign each subject an absolute risk of developing the outcome within a given time from cohort entry and comparing subjects' assigned risks with their observed outcomes. This comparison involves several issues. For example, subjects followed only for part of the risk period have unknown outcomes. Moreover, existing tests do not reveal the reasons for poor model fit when it occurs, which can reflect misspecification of the model's hazards for the competing risks of outcome development and death. To address these issues, we extend the model-specified hazards for outcome and death, and use score statistics to test the null hypothesis that the extensions are unnecessary. Simulated cohort data applied to risk models whose outcome and mortality hazards agreed and disagreed with those generating the data show that the tests are sensitive to poor model fit, provide insight into the reasons for poor fit, and accommodate a wide range of model misspecification. We illustrate the methods by examining the calibration of two breast cancer risk models as applied to a cohort of participants in the Breast Cancer Family Registry. The methods can be implemented using the Risk Model Assessment Program, an R package freely available at http://stanford.edu/~ggong/rmap/.


Asunto(s)
Modelos Estadísticos , Riesgo , Bioestadística , Neoplasias de la Mama/epidemiología , Estudios de Cohortes , Simulación por Computador , Femenino , Humanos , Estudios Longitudinales , Medicina de Precisión/estadística & datos numéricos , Probabilidad , Modelos de Riesgos Proporcionales , Análisis de Regresión , Medición de Riesgo/estadística & datos numéricos , Factores de Riesgo
13.
Breast Cancer Res ; 14(6): R144, 2012 Nov 05.
Artículo en Inglés | MEDLINE | ID: mdl-23127309

RESUMEN

INTRODUCTION: Clinicians use different breast cancer risk models for patients considered at average and above-average risk, based largely on their family histories and genetic factors. We used longitudinal cohort data from women whose breast cancer risks span the full spectrum to determine the genetic and nongenetic covariates that differentiate the performance of two commonly used models that include nongenetic factors - BCRAT, also called Gail model, generally used for patients with average risk and IBIS, also called Tyrer Cuzick model, generally used for patients with above-average risk. METHODS: We evaluated the performance of the BCRAT and IBIS models as currently applied in clinical settings for 10-year absolute risk of breast cancer, using prospective data from 1,857 women over a mean follow-up length of 8.1 years, of whom 83 developed cancer. This cohort spans the continuum of breast cancer risk, with some subjects at lower than average population risk. Therefore, the wide variation in individual risk makes it an interesting population to examine model performance across subgroups of women. For model calibration, we divided the cohort into quartiles of model-assigned risk and compared differences between assigned and observed risks using the Hosmer-Lemeshow (HL) chi-squared statistic. For model discrimination, we computed the area under the receiver operator curve (AUC) and the case risk percentiles (CRPs). RESULTS: The 10-year risks assigned by BCRAT and IBIS differed (range of difference 0.001 to 79.5). The mean BCRAT- and IBIS-assigned risks of 3.18% and 5.49%, respectively, were lower than the cohort's 10-year cumulative probability of developing breast cancer (6.25%; 95% confidence interval (CI) = 5.0 to 7.8%). Agreement between assigned and observed risks was better for IBIS (HL X4(2) = 7.2, P value 0.13) than BCRAT (HL X4(2) = 22.0, P value <0.001). The IBIS model also showed better discrimination (AUC = 69.5%, CI = 63.8% to 75.2%) than did the BCRAT model (AUC = 63.2%, CI = 57.6% to 68.9%). In almost all covariate-specific subgroups, BCRAT mean risks were significantly lower than the observed risks, while IBIS risks showed generally good agreement with observed risks, even in the subgroups of women considered at average risk (for example, no family history of breast cancer, BRCA1/2 mutation negative). CONCLUSIONS: Models developed using extended family history and genetic data, such as the IBIS model, also perform well in women considered at average risk (for example, no family history of breast cancer, BRCA1/2 mutation negative). Extending such models to include additional nongenetic information may improve performance in women across the breast cancer risk continuum.


Asunto(s)
Neoplasias de la Mama/epidemiología , Modelos Estadísticos , Adulto , Anciano , Neoplasias de la Mama/genética , Femenino , Humanos , Masculino , Persona de Mediana Edad , Curva ROC , Riesgo , Medición de Riesgo , Factores de Riesgo , Adulto Joven
14.
Biomark Med ; 16(14): 1029-1041, 2022 10.
Artículo en Inglés | MEDLINE | ID: mdl-36444691

RESUMEN

Aim: Since reliable response predictors to platinum-based chemotherapy in ovarian cancer (OC) are scarce, we characterize NCALD as a predictive biomarker. Materials & methods: NCALD mRNA (n = 100) and protein (n = 102) expression was analyzed in OC samples and associated with patient outcome. A stable OC cell line knockdown was generated and cellular response to platinum was explored. Results: High NCALD mRNA and protein expression was significantly associated with longer overall patient survival (p = 0.037/0.002). Knockdown experiments revealed a significant association between cisplatin sensitivity and NCALD expression. Conclusion: Low NCALD expression was associated with reduced sensitivity to platinum-based chemotherapy. NCALD may be a new biomarker candidate to identify patients who might benefit from platinum-based chemotherapy.


Asunto(s)
Neoplasias Ováricas , Platino (Metal) , Humanos , Femenino , Platino (Metal)/uso terapéutico , Pronóstico , Neoplasias Ováricas/tratamiento farmacológico , Neoplasias Ováricas/genética , Neoplasias Ováricas/metabolismo , Cisplatino/uso terapéutico , Biomarcadores , Resistencia a Antineoplásicos/genética , Neurocalcina/genética , Neurocalcina/metabolismo
15.
Cancer Prev Res (Phila) ; 14(6): 627-634, 2021 06.
Artículo en Inglés | MEDLINE | ID: mdl-34162683

RESUMEN

In Germany, it is currently recommended that women start mammographic breast cancer screening at age 50. However, recently updated guidelines state that for women younger than 50 and older than 70 years of age, screening decisions should be based on individual risk. International clinical guidelines recommend starting screening when a woman's 5-year risk of breast cancer exceeds 1.7%. We thus compared the performance of the current age-based screening practice with an alternative risk-adapted approach using data from a German population representative survey. We found that 10,498,000 German women ages 50-69 years are eligible for mammographic screening based on age alone. Applying the 5-year risk threshold of 1.7% to individual breast cancer risk estimated from a model that considers a woman's reproductive and personal characteristics, 39,000 German women ages 40-49 years would additionally be eligible. Among those women, the number needed to screen to detect one breast cancer case, NNS, was 282, which was close to the NNS = 292 among all 50- to 69-year-old women. In contrast, NNS = 703 for the 113,000 German women ages 50-69 years old with 5-year breast cancer risk <0.8%, the median 5-year breast cancer risk for German women ages 45-49 years, which we used as a low-risk threshold. For these low-risk women, longer screening intervals might be considered to avoid unnecessary diagnostic procedures. In conclusion, we show that risk-adapted mammographic screening could benefit German women ages 40-49 years who are at elevated breast cancer risk and reduce cost and burden among low-risk women ages 50-69 years. PREVENTION RELEVANCE: We show that a risk-based approach to mammography screening for German women can help detect breast cancer in women ages 40-49 years with increased risk and reduce screening costs and burdens for low-risk women ages 50-69 years. However, before recommending a particular implementation of a risk-based mammographic screening approach, further investigations of models and thresholds used are needed.


Asunto(s)
Neoplasias de la Mama/epidemiología , Costo de Enfermedad , Detección Precoz del Cáncer/normas , Mamografía/normas , Adulto , Factores de Edad , Anciano , Mama/diagnóstico por imagen , Mama/patología , Neoplasias de la Mama/diagnóstico , Neoplasias de la Mama/prevención & control , Detección Precoz del Cáncer/métodos , Detección Precoz del Cáncer/estadística & datos numéricos , Femenino , Alemania/epidemiología , Humanos , Mamografía/estadística & datos numéricos , Persona de Mediana Edad , Modelos Estadísticos , Guías de Práctica Clínica como Asunto , Medición de Riesgo/estadística & datos numéricos , Factores de Riesgo
16.
JCI Insight ; 6(8)2021 03 25.
Artículo en Inglés | MEDLINE | ID: mdl-33764904

RESUMEN

BACKGROUNDPancreatic cancer is one of the deadliest cancers, with low long-term survival rates. Despite recent advances in treatment, it is important to identify and screen high-risk individuals for cancer prevention. Familial pancreatic cancer (FPC) accounts for 4%-10% of pancreatic cancers. Several germline mutations are related to an increased risk and might offer screening and therapy options. In this study, we aimed to identity of a susceptibility gene in a family with FPC.METHODSWhole exome sequencing and PCR confirmation was performed on the surgical specimen and peripheral blood of an index patient and her sister in a family with high incidence of pancreatic cancer, to identify somatic and germline mutations associated with familial pancreatic cancer. Compartment-specific gene expression data and immunohistochemistry were also queried.RESULTSThe identical germline mutation of the PALLD gene (NM_001166108.1:c.G154A:p.D52N) was detected in the index patient with pancreatic cancer and the tumor tissue of her sister. Whole genome sequencing showed similar somatic mutation patterns between the 2 sisters. Apart from the PALLD mutation, commonly mutated genes that characterize pancreatic ductal adenocarcinoma were found in both tumor samples. However, the 2 patients harbored different somatic KRAS mutations (G12D and G12V). Healthy siblings did not have the PALLD mutation, indicating a disease-specific impact. Compartment-specific gene expression data and IHC showed expression in cancer-associated fibroblasts (CAFs).CONCLUSIONWe identified a germline mutation of the palladin (PALLD) gene in 2 siblings in Europe, affected by familial pancreatic cancer, with a significant overexpression in CAFs, suggesting that stromal palladin could play a role in the development, maintenance, and/or progression of pancreatic cancer.FUNDINGDFG SFB 1321.


Asunto(s)
Carcinoma Ductal Pancreático/genética , Carcinoma/genética , Proteínas del Citoesqueleto/genética , Mutación de Línea Germinal , Neoplasias Pancreáticas/genética , Población Blanca/genética , Europa (Continente) , Femenino , Fibroblastos/metabolismo , Predisposición Genética a la Enfermedad , Genotipo , Humanos , Linaje , Reacción en Cadena de la Polimerasa , Hermanos , Secuenciación del Exoma , Neoplasias Pancreáticas
17.
J Natl Cancer Inst ; 113(7): 893-899, 2021 07 01.
Artículo en Inglés | MEDLINE | ID: mdl-33372680

RESUMEN

BACKGROUND: Genome-wide association studies suggest that the combined effects of breast cancer (BC)-associated single nucleotide polymorphisms (SNPs) can improve BC risk stratification using polygenic risk scores (PRSs). The performance of PRSs in genome-wide association studies-independent clinical cohorts is poorly studied in individuals carrying mutations in moderately penetrant BC predisposition genes such as CHEK2. METHODS: A total of 760 female CHEK2 mutation carriers were included; 561 women were affected with BC, of whom 74 developed metachronous contralateral BC (mCBC). For PRS calculations, 2 SNP sets covering 77 (SNP set 1, developed for BC risk stratification in women unselected for their BRCA1/2 germline mutation status) and 88 (SNP set 2, developed for BC risk stratification in female BRCA1/2 mutation carriers) BC-associated SNPs were used. All statistical tests were 2-sided. RESULTS: Both SNP sets provided concordant PRS results at the individual level (r = 0.91, P < 2.20 × 10-16). Weighted cohort Cox regression analyses revealed statistically significant associations of PRSs with the risk for first BC. For SNP set 1, a hazard ratio of 1.71 per SD of the PRS was observed (95% confidence interval = 1.36 to 2.15, P = 3.87 × 10-6). PRSs identify a subgroup of CHEK2 mutation carriers with a predicted lifetime risk for first BC that exceeds the surveillance thresholds defined by international guidelines. Association of PRS with mCBC was examined via Cox regression analysis (SNP set 1 hazard ratio = 1.23, 95% confidence interval = 0.86 to 1.78, P = .26). CONCLUSIONS: PRSs may be used to personalize risk-adapted preventive measures for women with CHEK2 mutations. Larger studies are required to assess the role of PRSs in mCBC predisposition.


Asunto(s)
Neoplasias de la Mama , Neoplasias de la Mama/epidemiología , Neoplasias de la Mama/genética , Quinasa de Punto de Control 2/genética , Femenino , Predisposición Genética a la Enfermedad , Estudio de Asociación del Genoma Completo , Mutación de Línea Germinal , Humanos , Mutación , Factores de Riesgo
18.
Nat Commun ; 12(1): 6233, 2021 10 29.
Artículo en Inglés | MEDLINE | ID: mdl-34716350

RESUMEN

Acute myeloid leukemia (AML) is a hematological malignancy with an undefined heritable risk. Here we perform a meta-analysis of three genome-wide association studies, with replication in a fourth study, incorporating a total of 4018 AML cases and 10488 controls. We identify a genome-wide significant risk locus for AML at 11q13.2 (rs4930561; P = 2.15 × 10-8; KMT5B). We also identify a genome-wide significant risk locus for the cytogenetically normal AML sub-group (N = 1287) at 6p21.32 (rs3916765; P = 1.51 × 10-10; HLA). Our results inform on AML etiology and identify putative functional genes operating in histone methylation (KMT5B) and immune function (HLA).


Asunto(s)
Antígenos HLA/genética , Leucemia Mieloide Aguda/genética , Polimorfismo de Nucleótido Simple , Aldehído Reductasa/genética , Estudios de Casos y Controles , Predisposición Genética a la Enfermedad , Estudio de Asociación del Genoma Completo , Genotipo , Humanos , Leucemia Mieloide Aguda/mortalidad , Persona de Mediana Edad , Reproducibilidad de los Resultados , Población Blanca/genética
19.
Acta Diabetol ; 57(12): 1481-1491, 2020 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-32748175

RESUMEN

AIMS: To identify socioeconomic, behavioral and clinical factors that are associated with prediabetes according to different prediabetes definition criteria. METHODS: Analyses use pooled data of the population-based Cooperative Health Research in the Region of Augsburg (KORA) studies (n = 5312 observations aged ≥ 38 years without diabetes). Prediabetes was defined through either impaired fasting glucose (IFG), impaired glucose tolerance (IGT) or elevated HbA1c according to thresholds of the American Diabetes Association. Explanatory variables were regressed on prediabetes using generalized estimating equations. RESULTS: Mean age was 58.4 years; 50% had prediabetes (33% had IFG, 16% IGT, and 26% elevated HbA1c, 10% fulfilled all three criteria). Age, obesity, hypertension, low education, unemployment, statutory health insurance, urban residence and physical inactivity were associated with prediabetes. Male sex was a stronger risk factor for IFG (OR = 2.5; 95%-CI: 2.2-2.9) than for IGT or elevated HbA1c, and being unemployed was a stronger risk factor for IGT (OR = 3.2 95%-CI: 2.6-4.0) than for IFG or elevated HbA1c. CONCLUSIONS: The overlap of people with IFG, IGT and elevated HbA1c is small, and some factors are associated with only one criterion. Knowledge on sociodemographic and socioeconomic risk factors can be used to effectively target interventions to people at high risk for type 2 diabetes.


Asunto(s)
Diabetes Mellitus Tipo 2/prevención & control , Intolerancia a la Glucosa/diagnóstico , Hemoglobina Glucada/metabolismo , Estado Prediabético/diagnóstico , Estado Prediabético/epidemiología , Medicina Preventiva/tendencias , Adulto , Anciano , Glucemia/análisis , Glucemia/metabolismo , Diabetes Mellitus Tipo 2/diagnóstico , Diabetes Mellitus Tipo 2/epidemiología , Diabetes Mellitus Tipo 2/etiología , Ayuno/sangre , Femenino , Alemania/epidemiología , Intolerancia a la Glucosa/sangre , Intolerancia a la Glucosa/epidemiología , Intolerancia a la Glucosa/etiología , Hemoglobina Glucada/análisis , Necesidades y Demandas de Servicios de Salud/organización & administración , Necesidades y Demandas de Servicios de Salud/tendencias , Humanos , Masculino , Persona de Mediana Edad , Estado Prediabético/sangre , Estado Prediabético/etiología , Medicina Preventiva/métodos , Factores de Riesgo , Factores Socioeconómicos , Adulto Joven
20.
Cancer Prev Res (Phila) ; 13(4): 377-384, 2020 04.
Artículo en Inglés | MEDLINE | ID: mdl-32066580

RESUMEN

Endoscopic screening for Barrett's esophagus as the major precursor lesion for esophageal adenocarcinoma is mostly offered to patients with symptoms of gastroesophageal reflux disease (GERD). However, other epidemiologic risk factors might affect the development of Barrett's esophagus and esophageal adenocarcinoma. Therefore, efforts to improve the efficiency of screening to find the Barrett's esophagus population "at risk" compared with the normal population are needed. In a cross-sectional analysis, we compared 587 patients with Barrett's esophagus from the multicenter German BarrettNET registry to 1976 healthy subjects from the population-based German KORA cohort, with and without GERD symptoms. Data on demographic and lifestyle factors, including age, gender, smoking, alcohol consumption, body mass index, physical activity, and symptoms were collected in a standardized epidemiologic survey. Increased age, male gender, smoking, heavy alcohol consumption, low physical activity, low health status, and GERD symptoms were significantly associated with Barrett's esophagus. Surprisingly, among patients stratified for GERD symptoms, these associations did not change. Demographic, lifestyle, and clinical factors as well as GERD symptoms were associated with Barrett's esophagus development in Germany, suggesting that a combination of risk factors could be useful in developing individualized screening efforts for patients with Barrett's esophagus and GERD in Germany.


Asunto(s)
Adenocarcinoma/epidemiología , Consumo de Bebidas Alcohólicas/efectos adversos , Esófago de Barrett/epidemiología , Neoplasias Esofágicas/epidemiología , Reflujo Gastroesofágico/epidemiología , Sistema de Registros/estadística & datos numéricos , Fumar/efectos adversos , Adenocarcinoma/etiología , Adenocarcinoma/patología , Adulto , Anciano , Anciano de 80 o más Años , Esófago de Barrett/etiología , Esófago de Barrett/patología , Índice de Masa Corporal , Estudios de Casos y Controles , Estudios Transversales , Neoplasias Esofágicas/etiología , Neoplasias Esofágicas/patología , Femenino , Estudios de Seguimiento , Reflujo Gastroesofágico/etiología , Reflujo Gastroesofágico/patología , Alemania/epidemiología , Humanos , Masculino , Persona de Mediana Edad , Pronóstico , Estudios Prospectivos , Estudios Retrospectivos , Factores de Riesgo , Adulto Joven
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