Menopause: The Journal of The North American Menopause Society最新文献

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Association between hormone therapy and glioma risk in US women: a cancer screening trial. 激素治疗与美国女性神经胶质瘤风险之间的关系:一项癌症筛查试验。
IF 2.8 3区 医学
Menopause: The Journal of The North American Menopause Society Pub Date : 2025-04-01 DOI: 10.1097/GME.0000000000002507
Jinyu Pan, Chuan Shao, Chao Xu, Gang Zhang, Haotian Jiang, Tao Tang, Hui Tang, Nan Wu
{"title":"Association between hormone therapy and glioma risk in US women: a cancer screening trial.","authors":"Jinyu Pan, Chuan Shao, Chao Xu, Gang Zhang, Haotian Jiang, Tao Tang, Hui Tang, Nan Wu","doi":"10.1097/GME.0000000000002507","DOIUrl":"10.1097/GME.0000000000002507","url":null,"abstract":"<p><strong>Objective: </strong>Gliomas are the most common primary brain tumors in adults, and the role of hormone therapy (HT) in their development remains controversial. This study with a cohort design aimed to investigate the association between HT use and glioma risk using the data from the Prostate, Lung, Colorectal and Ovarian Cancer Screening Trial.</p><p><strong>Methods: </strong>We analyzed data from 75,335 women, aged 50-78, who were enrolled between 1993 and 2001. The median follow-up period was 11.82 years. Cox proportional hazard models were used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs) for the relationship between HT use and glioma risk, adjusting for various potential confounders.</p><p><strong>Results: </strong>Over the follow-up period, 101 participants were diagnosed with glioma. After adjusting for relevant variables, there was no significant association between HT use and glioma risk (HR, 1.16; 95% CI, 0.75-1.81). Similarly, no significant associations were found when considering HT status or duration of use. However, in subgroup analysis by education, marital status, body mass index, oral contraceptive, hysterectomy, ovariectomy, ever been pregnant, age at menarche, and age at menopause, we found that a significant positive association was only observed in the group with at least college graduate (HR, 3.00; 95% CI, 1.02-8.84). The interaction effect for education was not significant ( P = 0.056).</p><p><strong>Conclusions: </strong>Our findings suggest no overall link between HT use and glioma risk. Further research is needed to confirm these results.</p>","PeriodicalId":18435,"journal":{"name":"Menopause: The Journal of The North American Menopause Society","volume":" ","pages":"346-352"},"PeriodicalIF":2.8,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142979119","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Health-related quality of life across menopausal stages among middle-aged Korean women. 韩国中年妇女绝经期与健康相关的生活质量
IF 2.8 3区 医学
Menopause: The Journal of The North American Menopause Society Pub Date : 2025-04-01 Epub Date: 2025-01-28 DOI: 10.1097/GME.0000000000002501
Hye Rin Choi, Yoosoo Chang, Danbee Kang, Jiseon Lee, Yoonyoung Jang, Hoon Kim, Seungho Ryu, Hyun-Young Park, Juhee Cho
{"title":"Health-related quality of life across menopausal stages among middle-aged Korean women.","authors":"Hye Rin Choi, Yoosoo Chang, Danbee Kang, Jiseon Lee, Yoonyoung Jang, Hoon Kim, Seungho Ryu, Hyun-Young Park, Juhee Cho","doi":"10.1097/GME.0000000000002501","DOIUrl":"10.1097/GME.0000000000002501","url":null,"abstract":"<p><strong>Objectives: </strong>We examined the health-related quality of life (HRQoL) during menopause transition (MT) among middle-aged Korean women.</p><p><strong>Methods: </strong>This cross-sectional study comprised 2,290 middle-aged women who completed web-based questionnaires between 2020 and 2022. Based on self-reported menstrual cycle patterns, menopause status was classified as premenopausal, early or late transition, or postmenopausal. HRQoL was assessed using the Patient-Reported Outcomes Measurement Information system, with all 29 items scored using a T-score metric. Multiple linear regression analyses were performed to investigate whether HRQoL varied based on MT stages. Antimüllerian hormone levels were used as an objective measure instead of self-reported menstrual status in the sensitivity analysis. Logistic regression models were used to estimate the prevalence ratios for moderate or severe HRQoL symptoms across menopausal stages.</p><p><strong>Results: </strong>The mean T-scores for anxiety, depression, and pain interference and intensity were significantly higher with advancing menopausal stage. Anxiety, depression, sleep disturbances, pain interference, and intensity were significantly and linearly positively correlated with MT stages after adjusting for potential confounders. Physical function significantly worsened in the late transition stage compared with premenopausal status ( β = -1.51 [95% CI, -2.72 to -0.31] in late MT and β = -1.92 [95% CI, -3.46 to -0.37] in postmenopause, P for trend = 0.007). However, no significant trends were observed in the sensitivity analysis using antimüllerian hormone levels. Women with moderate or severe symptoms in all domains except physical function had significantly higher prevalence ratios according to MT.</p><p><strong>Conclusions: </strong>Overall HRQoL was lower with advancing menopausal stages. All symptoms should be monitored to control early transition symptoms. Thus, women undergoing MT should consistently assess and manage not only menopausal symptoms but also the overall quality of their health to prevent both menopause-specific and nonspecific conditions and their consequences.</p>","PeriodicalId":18435,"journal":{"name":"Menopause: The Journal of The North American Menopause Society","volume":" ","pages":"337-345"},"PeriodicalIF":2.8,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143058182","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Associations of gestation length and offspring birthweight for gestational age with menopausal symptoms and age of natural menopause at midlife among women enrolled in a prebirth longitudinal cohort. 出生前纵向队列中妇女的妊娠期长度和后代胎龄体重与更年期症状和中年自然绝经年龄的关系。
IF 2.8 3区 医学
Menopause: The Journal of The North American Menopause Society Pub Date : 2025-04-01 Epub Date: 2024-12-24 DOI: 10.1097/GME.0000000000002495
Nathan J Cohen, Sheryl L Rifas-Shiman, Diana C Soria-Contreras, Wei Perng, Marie-France Hivert, Emily Oken, Jorge E Chavarro, Lidia Minguez-Alarcon
{"title":"Associations of gestation length and offspring birthweight for gestational age with menopausal symptoms and age of natural menopause at midlife among women enrolled in a prebirth longitudinal cohort.","authors":"Nathan J Cohen, Sheryl L Rifas-Shiman, Diana C Soria-Contreras, Wei Perng, Marie-France Hivert, Emily Oken, Jorge E Chavarro, Lidia Minguez-Alarcon","doi":"10.1097/GME.0000000000002495","DOIUrl":"10.1097/GME.0000000000002495","url":null,"abstract":"<p><strong>Objective: </strong>Reproductive history may help identify women at higher risk for experiencing menopausal symptoms. We hypothesized that gestation length and offspring birthweight for gestational age z-scores would be associated with menopausal symptoms and age at natural menopause in midlife among women in a longitudinal prebirth cohort.</p><p><strong>Methods: </strong>Among 691 women enrolled in pregnancy and followed to midlife, we examined associations of gestation length and offspring birthweight for gestational age z-score at the index pregnancy with total menopausal symptoms assessed with the 11-item Menopause Rating Scale (MRS) using linear regression models, with individual menopausal symptoms using binomial regression models with a log link function, and with age at natural menopause using Cox proportional hazards models. We adjusted all models for age at enrollment, education, parity, annual household income, and prepregnancy body mass index.</p><p><strong>Results: </strong>Mean (SD) MRS total score was 7.9 (5.8) points at age 52.1 (3.8) years, and mean (SD) age at natural menopause was 50.8 (3.7) years. We observed null associations of gestation length (β = -0.07 points per week, 95% confidence interval [CI] = -0.32 to 0.18) and birthweight for gestational age z-score (β = 0.16 points per z-score, 95% CI = -0.31 to 0.63) with the MRS total score in adjusted models. We also observed null associations of gestation length (adjusted hazards ratio = 0.99 per week, 95% CI = 0.94-1.06) and birthweight for gestational age z-score (adjusted hazards ratio = 1.06 per z-score, 95% CI = 0.94-1.19) with age of onset of natural menopause.</p><p><strong>Conclusions: </strong>Birth outcomes were not associated with total menopause symptom scores or age at natural menopause.</p>","PeriodicalId":18435,"journal":{"name":"Menopause: The Journal of The North American Menopause Society","volume":" ","pages":"323-330"},"PeriodicalIF":2.8,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142882504","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The mediating role of genital self-perception in the relationship between attitudes toward menopause and sexual quality of life in postmenopausal women: a pilot study. 绝经后妇女对更年期的态度与性生活质量的关系中生殖器自我知觉的中介作用:一项初步研究。
IF 2.8 3区 医学
Menopause: The Journal of The North American Menopause Society Pub Date : 2025-04-01 Epub Date: 2025-02-11 DOI: 10.1097/GME.0000000000002502
Ruveyde Aydin, Tuğba Ulaş
{"title":"The mediating role of genital self-perception in the relationship between attitudes toward menopause and sexual quality of life in postmenopausal women: a pilot study.","authors":"Ruveyde Aydin, Tuğba Ulaş","doi":"10.1097/GME.0000000000002502","DOIUrl":"10.1097/GME.0000000000002502","url":null,"abstract":"<p><strong>Objective: </strong>This study aimed to investigate the mediating role of genital self-image in the relationship between postmenopausal women's attitudes toward menopause and their sexual quality of life.</p><p><strong>Method: </strong>This study is descriptive. The sample consisted of 351 postmenopausal women who met the research criteria. The data were collected online between May and December 2023 using a descriptive information form, the Attitude Towards Menopause Questionnaire, the Female Genital Self-Image Scale, and the Sexual Quality of Life Questionnaire Scale. Data were collected using descriptive statistics, Pearson correlation analysis, and structural equation modeling.</p><p><strong>Results: </strong>The mean total scale scores of the women were 34.41 ± 9.22 for Attitude Towards Menopause Questionnaire, 16.24 ± 3.40 for Female Genital Self-Image Scale, and 44.46 ± 22.16 for Sexual Quality of Life Questionnaire Scale. Analysis revealed moderate positive relationships: between attitude toward menopause and sexual quality of life ( r = 0.451, P < 0.001); between attitude toward menopause and genital self-image ( r = 0.520, P < 0.001); and between the genital self-image and sexual quality of life ( r = 0.361, P < 0.001). When genital self-image was added as a mediator, there was a direct positive relationship between attitude toward menopause and genital self-image ( β = 0.192, P < 0.001) and between genital self-image and sexual quality of life ( β = 1.126, P < 0.05). The indirect relationship of attitude toward menopause on sexual quality of life through genital self-image was positive and significant ( β = 0.216; P < 0.05; 95% CI, 0.063-0.353). With the inclusion of genital self-image as a mediator, the combined effect of attitude toward menopause and genital self-image explained 22.5% of the variance in sexual quality of life ( R2 = 0.225). In comparison, attitude toward menopause explained 27% of the variance in genital self-image ( R2 = 0.270).</p><p><strong>Conclusion: </strong>There is an inverse relationship between postmenopausal women's negative attitudes toward menopause and their genital self-image and quality of sexual life.</p>","PeriodicalId":18435,"journal":{"name":"Menopause: The Journal of The North American Menopause Society","volume":" ","pages":"315-322"},"PeriodicalIF":2.8,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143399544","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The psychometric properties and applicability of subjective cognitive measures used in menopause research: a systematic review. 更年期研究中使用的主观认知测量的心理测量特性和适用性:系统综述。
IF 2.8 3区 医学
Menopause: The Journal of The North American Menopause Society Pub Date : 2025-04-01 DOI: 10.1097/GME.0000000000002494
Lexi He, Nicole G Jaff, Emily Kontaris, Aimee Spector
{"title":"The psychometric properties and applicability of subjective cognitive measures used in menopause research: a systematic review.","authors":"Lexi He, Nicole G Jaff, Emily Kontaris, Aimee Spector","doi":"10.1097/GME.0000000000002494","DOIUrl":"10.1097/GME.0000000000002494","url":null,"abstract":"<p><strong>Importance: </strong>Many midlife women report cognitive issues when they transition through menopause. These cognitive complaints affect women's mental health and quality of life. However, the current understanding of women's cognitive experiences during the menopause transition has been limited by the lack of validated self-reported cognitive measures.</p><p><strong>Objective: </strong>This systematic review aimed to identify existing self-reported, or subjective, cognitive measures used in menopause research and evaluate their psychometric properties and applicability.</p><p><strong>Evidence review: </strong>Three databases, Medline, Embase, and PsycINFO, were searched in March 2024 with no restriction on publication year. Studies investigating women transitioning into postmenopause and with cognitive experiences measured using validated subjective cognitive measures were selected. The assessment of psychometric properties and applicability of included measures was conducted based on their development process and their performance in the menopause studies selected.</p><p><strong>Finding: </strong>Twenty-eight menopause studies involving 15 measures were included. Included measures showed adequate content validity, internal consistency, and construct validity when they were developed, yet other psychometric properties were either poor or not reported. Hence, the overall performance of included measures was generally moderate to poor. Information relating to psychometric properties of included measures in menopause studies was also lacking, indicating doubtful applicability.</p><p><strong>Conclusions and relevance: </strong>Poor psychometric properties or the lack of psychometric assessment of existing subjective cognitive measures may indicate doubt or uncertainty regarding their applicability in women transitioning through menopause. This review recommends the use of subjective cognitive measures that assess more than one cognitive domain, as well as further assessment of the psychometric properties of these measures before their use in menopause research or clinical settings, particularly those measures initially developed for clinical practice. It also highlights the need for future development of a subjective cognitive measure for women transitioning through menopause to improve the current understanding of their cognitive challenges.</p>","PeriodicalId":18435,"journal":{"name":"Menopause: The Journal of The North American Menopause Society","volume":" ","pages":"361-379"},"PeriodicalIF":2.8,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143605598","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring the clinical, psychological, and social relevance of menopause for trans and gender diverse people: a qualitative study. 探讨临床,心理和社会更年期的跨性别和性别多样化的人:一项定性研究。
IF 2.8 3区 医学
Menopause: The Journal of The North American Menopause Society Pub Date : 2025-04-01 Epub Date: 2025-01-28 DOI: 10.1097/GME.0000000000002498
Michelle Qian Lin Xin, Riki Lane
{"title":"Exploring the clinical, psychological, and social relevance of menopause for trans and gender diverse people: a qualitative study.","authors":"Michelle Qian Lin Xin, Riki Lane","doi":"10.1097/GME.0000000000002498","DOIUrl":"10.1097/GME.0000000000002498","url":null,"abstract":"<p><strong>Objective: </strong>The aim of this study was to explore the meanings and experiences of menopause for trans and gender diverse (TGD) people and how menopause affects clinical practice.</p><p><strong>Methods: </strong>For this qualitative study in 2021-2022, a scoping literature review informed interview schedule development. Following email invitations, online semi-structured interviews were conducted in March-April 2021 in Australia with three prominent TGD community leaders (trans male, trans female, nonbinary person) and three experienced medical practitioners (general practitioner, endocrinologist, psychiatrist), which were audio-recorded and transcribed. Inductive, iterative thematic analysis of transcripts was conducted. A further literature search was completed in 2024.</p><p><strong>Results: </strong>Themes identified included the following: (1) no consensus on the definition of menopause for TGD individuals; (2) diverse menopause experiences existing in the TGD community; (3) large variations present regarding perimenopausal hormone therapy for older TGD patients: maintain dose, taper to low dose, or cease hormones; and (4) minimal support for TGD people to discuss menopause and concerns around aging. Saturation was not reached with the sample size.</p><p><strong>Conclusions: </strong>There is a paucity of relevant research and no consensus on definitions, management, or impacts of menopause for TGD people. Therefore, current management approaches should be individually tailored and guided by clinical expertise. To formulate practical and realistic recommendations for clinical practice, future research could include the following: (1) a broader literature review into varied gender-affirming hormone treatment (GAHT) regimens among aging TGD people; (2) utilizing the Delphi technique to achieve expert consensus regarding GAHT in older TGD individuals; and (3) a prospective study design of TGD participants on different GAHT regimens over time.</p>","PeriodicalId":18435,"journal":{"name":"Menopause: The Journal of The North American Menopause Society","volume":" ","pages":"288-294"},"PeriodicalIF":2.8,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143059745","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Efficacy and safety of Matricaria chamomilla intervention in managing menopausal symptoms: a triple-blind clinical trial. 甘菊干预治疗更年期症状的有效性和安全性:一项三盲临床试验。
IF 2.8 3区 医学
Menopause: The Journal of The North American Menopause Society Pub Date : 2025-04-01 DOI: 10.1097/GME.0000000000002496
Farideh Mohsenzadeh-Ledari, Mouloud Agajani Delavar, Ali Akbar Moghadamnia, Soraya Khafri, Reza Bekhradi, Fereshteh Behmanesh, Shahla Yazdani
{"title":"Efficacy and safety of Matricaria chamomilla intervention in managing menopausal symptoms: a triple-blind clinical trial.","authors":"Farideh Mohsenzadeh-Ledari, Mouloud Agajani Delavar, Ali Akbar Moghadamnia, Soraya Khafri, Reza Bekhradi, Fereshteh Behmanesh, Shahla Yazdani","doi":"10.1097/GME.0000000000002496","DOIUrl":"10.1097/GME.0000000000002496","url":null,"abstract":"<p><strong>Objective: </strong>Menopausal symptoms can significantly impact women's quality of life. Herbal interventions like Matricaria chamomilla (chamomile) have been suggested as potential remedies. However, their efficacy and safety remain underexplored.</p><p><strong>Methods: </strong>This triple-blind clinical trial enrolled 80 postmenopausal women meeting specific criteria. Inclusion criteria included participants in early or late perimenopause, defined by a symptom score >15, FSH levels >40, or 2 years since menopause, with no significant comorbidities. Participants were randomly assigned to intervention and placebo groups. In a triple-blind clinical trial with 80 postmenopausal women (aged 47-62) from Babol City Health Center, participants were randomly assigned to receive either chamomile (100 mg capsules with 1.2% apigenin, four times daily) or a placebo over 12 weeks. Symptoms of menopause were assessed using the Australian Menopause Association's Scorecard Symptom Questionnaire. Over 12 weeks, they received either chamomile or placebo capsules, with side effect assessments every 4 weeks.</p><p><strong>Results: </strong>Notable differences were found between the intervention and control groups in the overall scores on the symptom scorecard from baseline to 12 weeks' postintervention (-10.36; 95% confidence interval [CI], -13.84 to -6.92; P < 0.001). Specific subscores also improved in the intervention group: vasomotor (-2.25; 95% CI, -3.09 to -1.42; P < 0.001), psychological (-3.74; 95% CI, -5.29 to -2.20; P < 0.001), locomotor (-2.70; 95% CI, -3.63 to -1.77; P < 0.001), and urological (-1.89; 95% CI, -2.77 to -1.00; P < 0.001). Both groups showed significant changes in total symptom scores over time ( P < 0.001). Two participants experienced side effects, including mouth sores, skin spots, and itching, in the chamomile group, which led to their dropping out of the study.</p><p><strong>Conclusions: </strong>Chamomile intervention shows promise in alleviating menopausal symptoms, but its use warrants caution due to associated side effects. Further research is necessary to optimize dosage and mitigate adverse reactions for safer and more effective management of menopausal symptoms.</p>","PeriodicalId":18435,"journal":{"name":"Menopause: The Journal of The North American Menopause Society","volume":" ","pages":"353-358"},"PeriodicalIF":2.8,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143008066","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Using machine learning models to identify severe subjective cognitive decline and related factors in nurses during the menopause transition: a pilot study. 使用机器学习模型识别更年期过渡期间护士严重的主观认知衰退及其相关因素:一项试点研究。
IF 2.8 3区 医学
Menopause: The Journal of The North American Menopause Society Pub Date : 2025-04-01 DOI: 10.1097/GME.0000000000002500
Xiangyu Zhao, Xiaona Shen, Fengcai Jia, Xudong He, Di Zhao, Ping Li
{"title":"Using machine learning models to identify severe subjective cognitive decline and related factors in nurses during the menopause transition: a pilot study.","authors":"Xiangyu Zhao, Xiaona Shen, Fengcai Jia, Xudong He, Di Zhao, Ping Li","doi":"10.1097/GME.0000000000002500","DOIUrl":"10.1097/GME.0000000000002500","url":null,"abstract":"<p><strong>Objective: </strong>This study aims to develop and validate a machine learning model for identifying individuals within the nursing population experiencing severe subjective cognitive decline (SCD) during the menopause transition, along with their associated factors.</p><p><strong>Methods: </strong>A secondary analysis was performed using cross-sectional data from 1,264 nurses undergoing the menopause transition. The data set was randomly split into training (75%) and validation sets (25%), with the Bortua algorithm employed for feature selection. Seven machine learning models were constructed and optimized. Model performance was assessed using area under the receiver operating characteristic curve, accuracy, sensitivity, specificity, and F1 score. Shapley Additive Explanations analysis was used to elucidate the weights and characteristics of various factors associated with severe SCD.</p><p><strong>Results: </strong>The average SCD score among nurses in the menopause transition was (5.38 ± 2.43). The Bortua algorithm identified 13 significant feature factors. Among the seven models, the support vector machine exhibited the best overall performance, achieving an area under the receiver operating characteristic curve of 0.846, accuracy of 0.789, sensitivity of 0.753, specificity of 0.802, and an F1 score of 0.658. The two variables most strongly associated with SCD were menopausal symptoms and the stage of menopause.</p><p><strong>Conclusions: </strong>The machine learning models effectively identify individuals with severe SCD and the related factors associated with severe SCD in nurses during the menopause transition. These findings offer valuable insights for the management of cognitive health in women undergoing the menopause transition.</p>","PeriodicalId":18435,"journal":{"name":"Menopause: The Journal of The North American Menopause Society","volume":" ","pages":"295-305"},"PeriodicalIF":2.8,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142979121","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Workplace physical activity, sitting time, and menopause symptoms. 工作场所体力活动、久坐时间和更年期症状。
IF 2.8 3区 医学
Menopause: The Journal of The North American Menopause Society Pub Date : 2025-04-01 Epub Date: 2025-01-07 DOI: 10.1097/GME.0000000000002497
Sophie E Carter, Alexander J Beaumont, Amy K Campbell
{"title":"Workplace physical activity, sitting time, and menopause symptoms.","authors":"Sophie E Carter, Alexander J Beaumont, Amy K Campbell","doi":"10.1097/GME.0000000000002497","DOIUrl":"10.1097/GME.0000000000002497","url":null,"abstract":"<p><strong>Objective: </strong>Increasing numbers of women are in employment during the menopause; however, menopause symptoms can negatively impact capacity to work. Aspects of the work environment, such as the amount of time spent in physical activity (PA) and sitting, may influence symptoms, yet this is unexplored. This study aimed to explore relationships between workplace PA and sitting, and menopause symptom severity.</p><p><strong>Methods: </strong>Using a cross-sectional study design, 264 perimenopausal or postmenopausal women were recruited to complete an online questionnaire assessing their self-reported workplace PA and sitting time, and their menopause symptom severity (menopause quality of life, hot flash interference, symptom severity). Multiple linear regression analyses examined the associations between menopause symptom severity and the time spent in PA (standing, walking, and physically demanding tasks) and sitting during work hours. Binomial logistical regression was used to assess if menopause symptom severity predicts whether women meet workplace activity guidelines.</p><p><strong>Results: </strong>No significant associations were observed between the time spent in PA or sitting while at work and menopause symptom severity ( P > 0.05). Menopause symptom severity did not significantly predict whether women met workplace activity guidelines ( P > 0.05).</p><p><strong>Conclusions: </strong>In a cohort of perimenopausal and postmenopausal women, self-reported time spent in PA and sitting while at work is not associated with menopause symptom severity. Further research is needed using device-based methods to assess PA and sitting time, to explore in more detail the influence of the time spent in these behaviors while at work on menopause symptoms.</p>","PeriodicalId":18435,"journal":{"name":"Menopause: The Journal of The North American Menopause Society","volume":" ","pages":"306-314"},"PeriodicalIF":2.8,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142951245","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Longitudinal changes in circulating cyclic guanosine monophosphate in women over the menopause transition compared to men: the Coronary Artery Risk Development in Young Adults (CARDIA) study. 与男性相比,女性绝经过渡期循环单磷酸环鸟苷的纵向变化:年轻成人冠状动脉风险发展(CARDIA)研究
IF 2.8 3区 医学
Menopause: The Journal of The North American Menopause Society Pub Date : 2025-03-25 DOI: 10.1097/GME.0000000000002526
Giuliana N Lee, Wendy Ying, Bharath Ambale-Venkatesh, Chike C Nwabuo, Henrique Doria de Vasconcellos, Erin D Michos, Pamela Ouyang, Chiadi Ndumele, Pamela J Schreiner, Jared P Reis, Donald M Lloyd-Jones, Cora E Lewis, Stephen Sidney, Colin O Wu, Ron Hoogeveen, Joao A C Lima, Wendy S Post, Dhananjay Vaidya
{"title":"Longitudinal changes in circulating cyclic guanosine monophosphate in women over the menopause transition compared to men: the Coronary Artery Risk Development in Young Adults (CARDIA) study.","authors":"Giuliana N Lee, Wendy Ying, Bharath Ambale-Venkatesh, Chike C Nwabuo, Henrique Doria de Vasconcellos, Erin D Michos, Pamela Ouyang, Chiadi Ndumele, Pamela J Schreiner, Jared P Reis, Donald M Lloyd-Jones, Cora E Lewis, Stephen Sidney, Colin O Wu, Ron Hoogeveen, Joao A C Lima, Wendy S Post, Dhananjay Vaidya","doi":"10.1097/GME.0000000000002526","DOIUrl":"https://doi.org/10.1097/GME.0000000000002526","url":null,"abstract":"<p><strong>Objective: </strong>The menopause transition is a period of accelerated cardiovascular disease (CVD) development in women, and sex differences in CVD incidence are reduced after menopause. Higher plasma cyclic guanosine monophosphate (cGMP) levels are also associated with greater CVD risk. Thus, we examined the changes in cGMP levels associated with the menopause transition.</p><p><strong>Methods: </strong>We measured plasma cGMP levels in 511 women and 283 men in the Coronary Artery Risk Development in Young Adults (CARDIA) study.</p><p><strong>Results: </strong>Over a 20-year follow-up period, women who completed the menopause transition had smaller reductions in cGMP relative to women who remained premenopausal (P < 0.05) but had similar changes compared to men (P = 0.3) after adjusting for demographic variables.</p><p><strong>Conclusions: </strong>Plasma cGMP changes through the menopause transition may reflect the underlying mechanisms associated with greater cardiovascular disease risk.</p>","PeriodicalId":18435,"journal":{"name":"Menopause: The Journal of The North American Menopause Society","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2025-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143710558","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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