RESUMEN
BACKGROUND: The menopausal transition involves significant sex hormone changes. Environmental chemicals, such as urinary phthalate metabolites, are associated with sex hormone levels in cross-sectional studies. Few studies have assessed longitudinal associations between urinary phthalate metabolite concentrations and sex hormone levels during menopausal transition. METHODS: Pre- and perimenopausal women from the Midlife Women's Health Study (MWHS) (n = 751) contributed data at up to 4 annual study visits. We quantified 9 individual urinary phthalate metabolites and 5 summary measures (e.g., phthalates in plastics (∑Plastic)), using pooled annual urine samples. We measured serum estradiol, testosterone, and progesterone collected at each study visit, unrelated to menstrual cycling. Linear mixed-effects models and hierarchical Bayesian kernel machine regression analyses evaluated adjusted associations between individual and phthalate mixtures with sex steroid hormones longitudinally. RESULTS: We observed associations between increased concentrations of certain phthalate metabolites and lower testosterone and higher sub-ovulatory progesterone levels, e.g., doubling of monoethyl phthalate (MEP), monobenzyl phthalate (MBzP), di-2-ethylhexyl phthalate (∑DEHP) metabolites, ∑Plastic, and ∑Phthalates concentrations were associated with lower testosterone (e.g., for ∑DEHP: -4.51%; 95% CI: -6.72%, -2.26%). For each doubling of MEP, certain DEHP metabolites, and summary measures, we observed higher mean sub-ovulatory progesterone (e.g., ∑AA (metabolites with anti-androgenic activity): 6.88%; 95% CI: 1.94%, 12.1%). Higher levels of the overall time-varying phthalate mixture were associated with lower estradiol and higher progesterone levels, especially for 2nd year exposures. CONCLUSIONS: Phthalates were longitudinally associated with sex hormone levels during the menopausal transition. Future research should assess such associations and potential health impacts during this understudied period.
Asunto(s)
Contaminantes Ambientales , Perimenopausia , Ácidos Ftálicos , Humanos , Ácidos Ftálicos/orina , Femenino , Persona de Mediana Edad , Estudios Longitudinales , Perimenopausia/sangre , Contaminantes Ambientales/sangre , Contaminantes Ambientales/orina , Estradiol/sangre , Adulto , Hormonas Esteroides Gonadales/sangre , Progesterona/sangre , Progesterona/orina , Exposición a Riesgos Ambientales/estadística & datos numéricos , Salud de la Mujer , Testosterona/sangreRESUMEN
INTRODUCTION: Metabolic syndrome (MetS) is considered to be an important parameter of cardio-metabolic health and contributing to the development of atherosclerosis, type 2 diabetes. The incidence of MetS significantly increases in postmenopausal women, therefore, the perimenopausal period is considered a critical phase for prevention. We aimed to use four machine learning methods to predict whether perimenopausal women will develop MetS within 2 years. METHODS: Women aged 45-55 years who underwent 2 consecutive years of physical examinations in Ninth Clinical College of Peking University between January 2021 and December 2022 were included. We extracted 26 features from physical examinations, and used backward selection method to select top 10 features with the largest area under the receiver operating characteristic curve (AUC). Extreme gradient boosting (XGBoost), Random forest (RF), Multilayer perceptron (MLP) and Logistic regression (LR) were used to establish the model. Those performance were measured by AUC, accuracy, precision, recall and F1 score. SHapley Additive exPlanation (SHAP) value was used to identify risk factors affecting perimenopausal MetS. RESULTS: A total of 8700 women had physical examination records, and 2,254 women finally met the inclusion criteria. For predicting MetS events, RF and XGBoost had the highest AUC (0.96, 0.95, respectively). XGBoost has the highest F1 value (F1 = 0.77), followed by RF, LR and MLP. SHAP value suggested that the top 5 variables affecting MetS in this study were Waist circumference, Fasting blood glucose, High-density lipoprotein cholesterol, Triglycerides and Diastolic blood pressure, respectively. CONCLUSION: We've developed a targeted MetS risk prediction model for perimenopausal women, using health examination data. This model enables early identification of high MetS risk in this group, offering significant benefits for individual health management and wider socio-economic health initiatives.
Asunto(s)
Aprendizaje Automático , Síndrome Metabólico , Perimenopausia , Humanos , Síndrome Metabólico/diagnóstico , Síndrome Metabólico/epidemiología , Femenino , Perimenopausia/sangre , Persona de Mediana Edad , Factores de Riesgo , Medición de Riesgo/métodos , Curva ROC , Modelos LogísticosRESUMEN
Declines in estrogen levels occur in women transitioning to menopause. Estrogen hormones play important roles in multiple systems of the body, and estrogen loss is associated with a variety of symptoms that can decrease quality of life. The gut microbiota is involved in regulating endogenous estrogen levels. A portion of estrogen glucuronides can be reactivated in the gut by the microbial enzyme ß-glucuronidase, and the resulting free estrogens can return to the bloodstream. Here, we carried out in vitro screening of ß-glucuronidase activities for 84 strains belonging to 16 different species of lactic acid bacteria and bifidobacteria and found that one and three strains of Levilactobacillus brevis and Lacticasebacillus rhamnosus, respectively, can deconjugate estrogens. Among these strains, L. brevis KABP052 had the highest ß-glucuronidase activity. Moreover, in an exploratory, randomized, double-blind, placebo-controlled trial, we demonstrated that serum estrogen levels in healthy peri- and postmenopausal women given a probiotic formula containing KABP052 were maintained over time, whereas levels significantly decreased in the group given a placebo. Significantly higher levels of estradiol (31.62 ± 7.97 pg/mL vs. 25.12 ± 8.17 pg/mL) and estrone (21.38 ± 8.57 pg/mL vs. 13.18 ± 8.77 pg/mL) were observed in the probiotic versus placebo group after 12 weeks of intervention. This clinical study demonstrated for the first time the estrogen modulation capacity of a probiotic formula containing a bacterial strain having ß-glucuronidase activity in women during the menopausal transition and formed the basis for future investigations using probiotics in the menopausal population.
Asunto(s)
Suplementos Dietéticos , Estrógenos , Glucuronidasa , Posmenopausia , Probióticos , Humanos , Probióticos/farmacología , Femenino , Glucuronidasa/metabolismo , Glucuronidasa/sangre , Estrógenos/sangre , Estrógenos/metabolismo , Persona de Mediana Edad , Método Doble Ciego , Microbioma Gastrointestinal/efectos de los fármacos , Lacticaseibacillus rhamnosus , Perimenopausia/sangre , Adulto , BifidobacteriumRESUMEN
BACKGROUND Menopause initiates or accelerates health problems in a woman’s life, and affects cognitive processes and quality of life. We aimed to assess the quality of life, cognitive functions, and serum vitamin D, B6, and B12 concentrations in perimenopausal and postmenopausal Polish women. Also, we correlated the assessment of the quality of life with these vitamin concentrations and cognitive functions. MATERIAL AND METHODS The study was conducted in 287 perimenopausal and postmenopausal women. Serum levels of vitamin D, B6, and B12, cognitive functions using CNS Vital Signs software, and quality of life using WHO Quality of Life Brief were tested. RESULTS Almost all of the perimenopausal and postmenopausal women had normal concentrations of serum vitamin B12 (96%), 80% of them had normal B6 concentration, while only 9% had optimal serum vitamin D concentration. Postmenopausal women had lower Neurocognitive Index, psychomotor speed, motor speed, reaction time, and lower assessment of overall quality of life, physical health, and social relationships compared to perimenopausal women. In comparison to postmenopausal women, perimenopausal women had a lower serum vitamin B6 concentration, and the lower the concentration of this vitamin in serum they had, the lower they assessed their environment. Perimenopausal women assessed their social relationships the better, the better the visual memory, and the lower the processing speed they had. Postmenopausal women assessed the environment the better, the higher their Neurocognition Index was, and the better the reaction time they had. CONCLUSIONS Assessment of quality of life was associated with some cognitive functions in both perimenopausal and postmenopausal women.
Asunto(s)
Cognición , Perimenopausia , Posmenopausia , Calidad de Vida , Vitamina B 12 , Vitamina B 6 , Vitamina D , Humanos , Femenino , Posmenopausia/sangre , Posmenopausia/psicología , Posmenopausia/fisiología , Polonia , Persona de Mediana Edad , Cognición/fisiología , Vitamina D/sangre , Vitamina B 12/sangre , Perimenopausia/sangre , Perimenopausia/psicología , Perimenopausia/fisiología , Vitamina B 6/sangre , Adulto , AncianoRESUMEN
Objetivo: Demostrar la eficacia de la instilación intrauterina de ácido tricloroacético como método de ablación endometrial para el tratamiento de la hemorragia uterina. Métodos: Se realizó un estudio prospectivo, analítico, comparativo, en 60 pacientes que acudieron a la consulta del Servicio de Ginecología del Hospital Universitario de Caracas entre mayo 2008 y agosto 2009, en quienes se empleó ácido tricloroacético al 95 %, como método de ablación endometrial. Se seleccionaron dos grupos al azar, uno sujeto a la colocación previa de analógos de GnRh y otro control, sin este. Resultados: A los 3 meses del tratamiento, el grupo que recibió acetato de leuprolide presentó eumenorrea en 62,5 % e hipomenorrea en 37,5 %. Ninguna de las pacientes de este grupo presentó hipermenorrea, ni amenorrea. El grupo que no recibió análogos presentó eumenorrea en 50 % de los casos, hipomenorrea en 32,1 % e hipermenorrea en 17,9 %. La tasa de éxito y satisfacción de la paciente, fue de 100 % para el grupo con análogos y de 82,1 % para el control. Estos cambios resultaron estadísticamente significativos (P < 0,05). Conclusión: La instilación intrauterina de ácido tricloroacético es eficaz en el tratamiento de la hemorragia uterina, obteniendo mejores resultados al preparar el endometrio con acetato de leuprolide.
Objective: To demonstrate the efficiency of intrauterine instillation of trichloroacetic acid as a method of endometrial ablation for the treatment of uterine hemorrhage. Methods: This was a prospective, analytical and comparative study performed in 60 patients who came to consultation at the Servicio de Ginecologia del Hospital Universitario de Caracas between May, 2008 and August, 2009, in whom 95 % trichloroacetic acid was used as method of endometrial ablation. Two groups were selected at random, one subject to the previous administration of gonadotropin-releasing hormone analogue and another control, without this one. Results: To 3 months of treatment, the group that received leuprolide acetate presented eumenorrhea rates of 62.5 % and hypomenorrhea of 37.5 %. None of the patients of this group presented menorrhagia, not amenorrhea. The group that did not receive analogous presented eumenorrhea in 50 % of the cases, hypomenorrhea in 32.1 % and menorrhagia in 17.9 %. The rate of success and satisfaction of the patient was 100 % for the group with analogous and 82.1 % for the control group. These results turned out to be statistically significant (P <0.05). Conclusion: Intrauterine instillation of trichloroacetic acid is effective in the treatment of uterine hemorrhage, obtaining better results when leuprolide acetate is used previous the procedure.
Asunto(s)
Humanos , Femenino , Hemorragia Uterina/terapia , Hormona Liberadora de Gonadotropina , Transfusión de Sangre Intrauterina , Técnicas de Ablación Endometrial , Ácido Tricloroacético/uso terapéutico , Cáusticos/uso terapéutico , Estudios Prospectivos , Instilación de Medicamentos , Perimenopausia/sangre , Procesos Estocásticos , Trastornos de la MenstruaciónRESUMEN
El propósito del estudio fue determinar la frecuencia de los genotipos de los receptores de vitamina D y de estrógeno y su relación con la densidad mineral ósea en mujeres sanas pre y perimenopáusicas de la ciudad de Córdoba y alrededores. Los genotipos se determinaron con la técnica de reacción en cadena de la polimerasa y análisis de los polimorfismos de longitud de fragmentos de restricción. Se usaron como restrictasas Bsm I y Fok I para el gen del receptor de vitamina D y Pvu II y Xba I para el gen del receptor de estrógeno. Se reclutaron y agruparon por edad doscientos diez mujeres pre y peri-menopáusicas. Sus niveles séricos de Ca y de hormona paratiroidea fueron similares, pero los de fósforo y b-Cross Laps disminuyeron con la edad. La densidad mineral ósea de cuello femoral disminuyó después de los 30 años. Las frecuencias genotípicas de ambos receptores fueron similares a aquéllas de otras mujeres caucásicas. No hubo asociación entre los genotipos de los receptores y la densidad mineral ósea. Los análisis de interacción entre ambos genes no evidenciaron influencia sobre la densidad mineral ósea, utilizándose edad, talla e índice de masa corporal como covariables. Los estilos de vida y hábitos de fumar y beber alcohol tampoco afectaron la densidad mineral ósea. En conclusión, estos datos no sostienen la hipótesis de que los genotipos de los receptores de vitamina D y de estrógeno influencian la densidad mineral ósea de columna lumbar y cuello femoral en mujeres sanas pre y perimenopáusicas de esta región de Argentina.
The aim of this study was to determine the frequency of vitamin D receptor and estrogen receptor genotypes and their relationship with the lumbar spine or femoral neck bone mineral density in healthy pre and perimenopausal women from Córdoba (Argentina) and adjacent areas. Genotypes were assessed by restriction fragment length polymorphism-polymerase chain reaction technique. Bsm I and Fok I for vitamin D receptor gene and XbaI and PvuII for estrogen receptor gene were used as restrictases. Two hundred and ten healthy pre and perimenopausal women were recruited and analyzed by age. Calcemia and serum parathyroid hormone did not change, but serum P and b-CrossLaps decreased with age. Femoral neck bone mineral density decreased significantly after 30 years old. Vitamin D receptor and estrogen receptor genotype frequencies were similar to those from other Caucasian women. No association between vitamin D receptor and estrogen receptor genotypes with the lumbar spine or femoral neck bone mineral density has been detected. Analysis of interaction between vitamin D receptor and estrogen receptor genes using covariates such as age, height and body mass index did not show any influence of the combination of those genotypes on bone mineral density. Lifestyle, smoking and alcohol intake had no effect on lumbar spine and femoral neck bone mineral density. To conclude, these data do not support the hypothesis that vitamin D receptor and estrogen receptor genotypes influence on lumbar spine and femoral neck bone mineral density in healthy pre and perimenopausal women from this area of Argentina.
Asunto(s)
Humanos , Masculino , Femenino , Persona de Mediana Edad , Densidad Ósea/genética , Receptor alfa de Estrógeno/genética , Genotipo , Frecuencia de los Genes/genética , Menopausia/genética , Receptores de Calcitriol/genética , Análisis de Varianza , Argentina , Biomarcadores/sangre , Resorción Ósea/sangre , Calcio de la Dieta/administración & dosificación , Calcio de la Dieta/sangre , Receptor alfa de Estrógeno/sangre , Cuello Femoral/metabolismo , Vértebras Lumbares/metabolismo , Menopausia/sangre , Reacción en Cadena de la Polimerasa , Polimorfismo de Longitud del Fragmento de Restricción , Perimenopausia/sangre , Perimenopausia/genética , Fósforo/sangre , Polimorfismo Genético/genética , Premenopausia/sangre , Premenopausia/genética , Receptores de Calcitriol/sangreRESUMEN
El propósito del estudio fue determinar la frecuencia de los genotipos de los receptores de vitamina D y de estrógeno y su relación con la densidad mineral ósea en mujeres sanas pre y perimenopáusicas de la ciudad de Córdoba y alrededores. Los genotipos se determinaron con la técnica de reacción en cadena de la polimerasa y análisis de los polimorfismos de longitud de fragmentos de restricción. Se usaron como restrictasas Bsm I y Fok I para el gen del receptor de vitamina D y Pvu II y Xba I para el gen del receptor de estrógeno. Se reclutaron y agruparon por edad doscientos diez mujeres pre y peri-menopáusicas. Sus niveles séricos de Ca y de hormona paratiroidea fueron similares, pero los de fósforo y b-Cross Laps disminuyeron con la edad. La densidad mineral ósea de cuello femoral disminuyó después de los 30 años. Las frecuencias genotípicas de ambos receptores fueron similares a aquéllas de otras mujeres caucásicas. No hubo asociación entre los genotipos de los receptores y la densidad mineral ósea. Los análisis de interacción entre ambos genes no evidenciaron influencia sobre la densidad mineral ósea, utilizándose edad, talla e índice de masa corporal como covariables. Los estilos de vida y hábitos de fumar y beber alcohol tampoco afectaron la densidad mineral ósea. En conclusión, estos datos no sostienen la hipótesis de que los genotipos de los receptores de vitamina D y de estrógeno influencian la densidad mineral ósea de columna lumbar y cuello femoral en mujeres sanas pre y perimenopáusicas de esta región de Argentina.(AU)
The aim of this study was to determine the frequency of vitamin D receptor and estrogen receptor genotypes and their relationship with the lumbar spine or femoral neck bone mineral density in healthy pre and perimenopausal women from Córdoba (Argentina) and adjacent areas. Genotypes were assessed by restriction fragment length polymorphism-polymerase chain reaction technique. Bsm I and Fok I for vitamin D receptor gene and XbaI and PvuII for estrogen receptor gene were used as restrictases. Two hundred and ten healthy pre and perimenopausal women were recruited and analyzed by age. Calcemia and serum parathyroid hormone did not change, but serum P and b-CrossLaps decreased with age. Femoral neck bone mineral density decreased significantly after 30 years old. Vitamin D receptor and estrogen receptor genotype frequencies were similar to those from other Caucasian women. No association between vitamin D receptor and estrogen receptor genotypes with the lumbar spine or femoral neck bone mineral density has been detected. Analysis of interaction between vitamin D receptor and estrogen receptor genes using covariates such as age, height and body mass index did not show any influence of the combination of those genotypes on bone mineral density. Lifestyle, smoking and alcohol intake had no effect on lumbar spine and femoral neck bone mineral density. To conclude, these data do not support the hypothesis that vitamin D receptor and estrogen receptor genotypes influence on lumbar spine and femoral neck bone mineral density in healthy pre and perimenopausal women from this area of Argentina.(AU)