Machine Learning Approaches to Identify Factors Associated with Women's Vasomotor Symptoms Using General Hospital Data.

BACKGROUND: To analyze the factors associated with women's vasomotor symptoms (VMS) using machine learning. METHODS: Data on 3,298 women, aged 40-80 years, who attended their general health check-up from January 2010 to December 2012 were obtained from Korea University Anam Hospital in Seoul, Korea. Five machine learning methods were applied and compared for the prediction of VMS, measured by the Menopause Rating Scale. Variable importance, the effect of a variable on model performance, was used for identifying the major factors associated with VMS. RESULTS: In terms of the mean squared error, the random forest (0.9326) was much better than linear regression (12.4856) and artificial neural networks with one, two, and three hidden layers (1.5576, 1.5184, and 1.5833, respectively). Based on the variable importance from the random forest, the most important factors associated with VMS were age, menopause age, thyroid-stimulating hormone, and monocyte, triglyceride, gamma glutamyl transferase, blood urea nitrogen, cancer antigen 19-9, C-reactive protein, and low-density lipoprotein cholesterol levels. Indeed, the following variables were ranked within the top 20 in terms of variable importance: cancer antigen 125, total cholesterol, insulin, free thyroxine, forced vital capacity, alanine aminotransferase, forced expired volume in 1 second, height, homeostatic model assessment for insulin resistance, and carcinoembryonic antigen. CONCLUSION: Machine learning provides an invaluable decision support system for the prediction of VMS. For managing VMS, comprehensive consideration is needed regarding thyroid function, lipid profile, liver function, inflammation markers, insulin resistance, monocyte count, cancer antigens, and lung function.

Hot flash report and measurement among Bangladeshi migrants, their London neighbors, and their community of origin.

OBJECTIVES: To examine hot flashes in relation to climate and activity patterns, and to compare subjective and objective hot flashes among Bangladeshi immigrants to London, their white London neighbors, and women still living in their community of origin, Sylhet, Bangladesh ("sedentees"). METHODS: Ninety-five women, aged 40-55, wore the Biolog ambulatory hot flash monitor. Objective measurements and subjective hot flash reports were examined in relation to demographic, reproductive, anthropometric, and lifestyle variables; temperature and humidity at 12:00 and 18:00; and time spent on housework and cooking. Concordance of objective and subjective hot flashes was assessed by Kappa statistics and by sensitivity of hot flash classification. RESULTS: During the study period, Bangladeshi sedentees reported more subjective hot flashes (p < .05), but there was no difference in number of objective hot flashes. White Londoners were more likely to describe hot flashes on their face and neck compared to Bangladeshis (p < .05). Sedentees were more likely to describe hot flashes on their feet (p < .05). Postmenopausal status, increasing parity, and high levels of housework were significant determinants of subjective hot flashes, while ambient temperature and humidity were not. Measures of subjective/objective concordance were low but similar across groups (10-20%). The proportion of objective hot flashes that were also self-reported was lowest among immigrants. DISCUSSION: Hot flashes were not associated with warmer temperatures, but were associated with housework and with site-specific patterns of cooking. The number of objective hot flash measures did not differ, but differences in subjective experience suggest the influence of culture.

Comparison of the symptomatic response in Indian menopausal women with different estrogen preparations for the treatment of menopausal symptoms: a randomized controlled trial.

PURPOSE: To compare symptomatic response in Indian women using different estrogen preparations for treatment of menopausal symptoms. METHODOLOGY: A randomized, single blind, four arm, parallel assignment study was conducted in VMMC and SJH, New Delhi, India. 200 Indian menopausal women were recruited and assigned into four treatment groups viz., estradiol valerate (E2V), conjugated equine estrogen (CEE), isoflavones and Placebo group. The statistical significance of categorical variables was determined by Chi-square, Fisher's exact test. In case of quantitative variable parametric test Student's t test was used. In case of quantitative variables where data are not normally distributed, Kruskal-wallis test and Wilcoxon Mann-Whitney test were used. Symptomatic response in vasomotor/vaginal symptoms was assessed in all groups. RESULTS: Both E2V and CEE groups were effective in reducing severity and frequency of hot flashes. 91.9 % decrease was observed in mean hot flash score in the E2V group after 24 weeks of treatment, 89.2 % in the CEE group, 60.42 % decrease in the isoflavones group. While placebo led to 47.9 % decrease in mean hot flash score. After 24 weeks of therapy there was significant increase in vaginal health index in the E2V and CEE and the isoflavones group. No serious side effect was reported in any of the groups. CONCLUSION: Low doses of both CEE and E2V were equally effective for management of vasomotor/vaginal symptoms when administered over 24 weeks. However, it seems more reasonable to replenish with less costly and bio-identical hormone, i.e. micronized estradiol valerate which is equally effective. TRIAL REGISTRY: The trial was registered under Clinical trial registry of India prospectively (number: CTRI/2012/04/002566).

Exploring Sleep Quality and Related Factors in Chinese Midlife Women.

We investigated the percentage of women with poor sleep quality and its related factors among mainland Chinese women. Sleep quality and menopausal status were self-reported. We explored the contribution of possible risk factors, including sociodemographic characteristics, comorbidities, lifestyle, psychological status, stressful life events, and vasomotor symptoms. We found that 38.6% of midlife Chinese women were poor sleepers. This percentage was higher in comparison with women from other Asian countries. Our multiple logistic regression showed that anxiety, comorbidities, perceived stress, and vasomotor symptoms were risk factors for poor sleep quality.

East is east and West is west: perspectives on the menopause in Asia and The West.

There is a school of thought that believes that menopausal symptoms are a peculiarly 'Western' phenomenon, not experienced by women from other regions and particularly not from Asia where, it has been claimed, dietary, social and cultural factors afforded protection for women living in that region. More recently, studies conducted in multi-ethnic communities living in Western countries as well as in Asian communities have found that the menopause and its consequences are similar world-wide. Ethnic differences within Asia account for small differences in endogenous hormone levels and age at menopause between Asian and Western women, and the type of menopause symptoms and their prevalence also differ between those two communities. However, like in the West and perhaps because of a Western influence, the long-term health problems of postmenopausal women including cardiovascular disease, osteoporosis and breast cancer are of major importance to Asian women and health services in the 21st century.

Menopausal symptoms in an intercultural context: a comparison between German women, Chinese women and migrant Chinese women using the Menopause Rating Scale (MRS II).

OBJECTIVE: What are the differences between the occurrence of menopausal symptoms in German women, migrant Chinese women in Germany and Chinese women in their native country? Can these potential discrepancies be explained by sociocultural differences? What are the differences in menopausal symptoms in connection with the consumption of soya? PATIENT STUDY GROUP AND METHODS: Cross-sectional study 2005-2008. Survey of three groups of women aged between 45 and 60 years (native German women in Berlin, migrant Chinese women in several German cities, Chinese women in Beijing) with an evaluated set of questionnaires surveying socio-demographic data, use of hormone therapy, migration/acculturation, MRS II and other areas. RESULTS: A total of 2,109 questionnaires were sent out and a 41 % response rate was achieved, although this varied greatly across the three individual study groups. The results of the MRS II factor analysis were almost identical for German women and migrant Chinese women, but there were some differences in content compared to the Chinese study group. Chinese women surveyed in Beijing reported severe symptoms significantly less frequently in all three symptom groups (factors) of MRS II than the German women and the migrant Chinese women, but the values from the German women and migrant Chinese women surveyed are relatively similar. In all three study groups there are no significant differences in the stated severity of the symptoms, regardless of whether soya is consumed frequently or less frequently. CONCLUSION: The question whether the differences found are solely cultural or migration-related must be examined in further studies. The special experiences and situation in life of migrant women should be taken into particular account by attending physicians during the care and treatment of women in this phase of life.

Menopausal symptoms and the menopausal rating scale among midlife chinese women in Macau, China.

Studies on menopause-related quality of life (QoL), especially using the Menopausal Rating Scale (MRS), in Asian women are scarce. This study surveyed menopausal symptoms in a convenience sample of 442 Chinese women aged 40-60 years who attended the Well-Women Clinic, Macau, China, in a public health center. The questionnaire included sociodemographic data, the MRS, and a novel question on which area of QoL was affected. The average age of the participants was 49.2±5.08 years, and 98.9% of them reported experiencing menopausal symptoms. The four most prevalent menopausal symptoms were physical and mental exhaustion (90.3%), joint and muscle discomfort (88.5%), irritability (78.1%), and sleep problems (77.1%). The average MRS score was 14.2±8.80. A severe MRS score (≥17) was found in 35.5% of participants. Severe scores in the psychological, somatic, and urogenital MRS subscales were found in 17.9%, 42.8%, and 34.8%, of women, respectively. Menopausal symptoms affected QoL in 57.2% of women: daily life in 36.7%, work in 29.2%, sexual life in 17.0%, and relationship with husband in 13.8%. Daily life was significantly affected by hot flushes and joint/muscular discomfort; work was reportedly affected by irritability and exhaustion; sexual life was reported to be affected by hot flushes, sexual problems, and vaginal dryness, and relationship with husband was affected by sexual problems. We concluded that menopausal symptoms were highly prevalent among midlife Chinese women and often affected their QoL. The MRS, however, did not have a high sensitivity in detecting impaired QoL.

Ethnic differences in the clusters of menopausal symptoms.

Our purpose for this study was to identify clusters of midlife women by menopausal symptoms in a multiethnic sample, and to determine ethnic differences in the clusters. This was a secondary analysis of data from 501 women in a larger Internet study on menopausal symptom experiences. The data were analyzed using factor analysis, hierarchical cluster analysis, and multinominal logistic analysis. A three cluster solution was adopted (F = 575.71, p <.01). The clusters differed significantly in the country of birth and ethnicity (p <.05). Only in the low symptomatic cluster were there significant ethnic differences in menopausal symptoms.

Does everyday discrimination account for the increased risk of vasomotor symptoms in Black women?: the Study of Women's Health Across the Nation (SWAN).

OBJECTIVES: Vasomotor symptoms (VMS), including hot flashes and night sweats, are hallmark symptoms of the menopause transition. Previous research has documented greater frequency, duration, and severity of VMS in Black women compared with women from other racial/ethnic groups, even after accounting for other factors. This analysis examined the association between discrimination and VMS and the extent to which discrimination accounts for the disproportionate burden of VMS in Black women. METHODS: Using available discrimination and VMS data from the SWAN cohort study (n = 2,377, 48% White, 32% Black, 6% Japanese, 4% Chinese, and 9% Hispanic women) followed approximately yearly in midlife from premenopause (42-52 y) through postmenopause (~20 y), we assessed concurrent associations between discrimination and VMS frequency in the past 2 weeks using weighted generalized mixed models. We also assessed associations between chronic discrimination across first four visits and VMS trajectories from premenopause to postmenopause using weighted multinomial logistic regression. Models were adjusted for known risk factors for VMS. RESULTS: Higher levels of discrimination were associated with concurrent reporting of any (odds ratio [OR], 1.57 [1.31-1.89]) and frequent (≥6 d) VMS (OR, 1.55 [1.21-1.99]). After adjustment, associations remained significant for any (OR, 1.30 [1.09-1.54]) but not frequent VMS. For any VMS trajectories, chronic discrimination was associated with "continuously high" (OR, 1.69 [1.03-2.77]) and "high pre-FMP-decline post-FMP" (OR, 1.70 [1.01-2.88]) versus "FMP-onset low" trajectories. After adjusting for discrimination, odds of reporting any, frequent, and of being in the "continuously high" any VMS trajectory remained elevated for Black versus White women. CONCLUSIONS: Discrimination is associated with greater concurrent risk of any (but not frequent) VMS, and chronic discrimination is associated with a continuously high reporting of any VMS over time, independent of known risk factors. Adjusting for discrimination attenuates but does not eliminate the increased risk of VMS for Black women.

The association of race, ethnicity, and socioeconomic status on the severity of menopause symptoms: a study of 68,864 women.

OBJECTIVE: This study aimed to evaluate if and how race, ethnicity, and socioeconomic status (SES) are associated with the severity of menopause symptoms in a large, diverse sample of women. METHODS: For this cross-sectional study conducted between March 24, 2019, and January 13, 2023, a total of 68,864 women were enrolled from the Evernow online telehealth platform. Participants underwent a clinical intake survey, which encompassed demographic information, detailed medical questionnaires, and a modified Menopause Rating Scale. The modified scale was adapted for ease of use online and is available in the supplementary material along with the full intake. Symptom severity was evaluated using a multivariate binomial generalized linear model, accounting for factors such as race, ethnicity, age, body mass index, smoking status, bilateral oophorectomy status, and SES. Odds ratios (OR) and CIs were calculated based on the linear regression coefficients. RESULTS: Of the participants, 67,867 (98.6%) were included in the analysis after excluding outliers and those with unknown oophorectomy status. The majority of respondents identified as White (77.4%), followed by Hispanic (9.0%), Black (6.7%), two or more races/ethnicities (4.4%), Asian (1.2%), Indigenous/First Nations (0.8%), Middle Eastern (0.3%), and South Asian (0.2%). Notably, individuals identifying as Black (hot flashes OR, 1.91; 97.5% CI, 1.75-2.09; P < 0.001), Hispanic (skin/hair changes OR, 1.58; 97.5% CI, 1.45-1.71; P < 0.001), Indigenous/First Nations (painful sex OR, 1.39; 97.5% CI, 1.19-2.75; P = 0.007), Middle Eastern (weight changes OR, 2.22; 97.5% CI, 1.25-4.37; P = 0.01), or with two or more races/ethnicities (skin/hair changes OR, 1.41; 97.5% CI, 1.26-1.58; P < 0.001) reported higher levels of symptom severity compared with their White counterparts. Conversely, Asian and South Asian participants reported lower symptom severity. Even after incorporating SES into the linear model, racial and ethnic groups with lower SES (Black, Hispanic, Indigenous, and multiple ethnicities) exhibited slight shifts in OR while maintaining high statistical significance (Black [hot flashes OR, 1.87; 97.5% CI, 1.72-2.04; P < 0.001], Hispanic [skin/hair changes OR, 1.54; 97.5% CI, 1.42-1.68; P < 0.001], Indigenous/First Nations [painful sex OR, 1.74; 97.5% CI, 1.17-2.70; P = 0.009], multiple ethnicities [skin/hair changes OR, 1.41; 97.5% CI, 1.26-1.58; P < 0.001]). CONCLUSIONS: Our study suggests that the relationship between race and ethnicity and the severity of menopause symptoms is not solely explained by differences in SES but is itself an independent factor. Understanding and addressing social, cultural, and economic factors are crucial to reduce disparities in menopausal symptoms.

Menopause and the influence of culture: another gap for Indigenous Australian women?

BACKGROUND: There is great variation in experience of menopause in women around the world. The purpose of this study was to review current understanding of Australian Aboriginal and Torres Strait Islander (Indigenous) women's experiences of menopause. The literature pertaining to the perception, significance and experience of menopause from a number of cultural groups around the world has been included to provide context for why Indigenous women's experience might be important for their health and differ from that reported in other studies of Australian women and menopause. METHODS: A search of databases including Ovid Medline, Pubmed, Web of Science, AUSThealth, AMED, EMBASE, Global Health and PsychINFO was undertaken from January 2011 to April 2011 using the search terms menopause, Indigenous, Aboriginal, attitudes, and perceptions and repeated in September 2012. RESULTS: Considerable research shows significant variation across cultures in the menopausal experience. Biological, psychological, social and cultural factors are associated with either positive or negative attitudes, perceptions or experiences of menopause in various cultures. Comparative international literature shows that neither biological nor social factors alone are sufficient to explain the variation in experiences of the menopausal transition. However, a strong influence of culture on the menopause experience can be found. The variation in women's experience of menopause indicates that different cultural groups of women may have different understandings and needs during the menopausal transition. While considerable literature exists for Australian women as a whole, there has been little investigation of Australian Indigenous women, with only two research studies related to Indigenous women's experiences of menopause identified. CONCLUSIONS: Differences in biocultural experience of menopause around the world suggest the importance of biocultural research. For the Indigenous women of Australia, the relative contribution of culture, social disadvantage and poor general health compared with non-Indigenous women to the experience of menopause is unknown. As such, further research and understanding of the experience of Indigenous women around Australia is needed. This information could assist individuals, families, cultural groups and healthcare providers to enhance management and support for Indigenous Australian women.

"Symptom-specific or holistic": menopausal symptom management.

Our purpose in this study was to identify differences in menopausal symptom management among four major ethnic groups in the United States. This was a secondary analysis of the qualitative data from a larger Internet-based study. We analyzed data from 90 middle-aged women in the United States using thematic analysis. We extracted four themes during the data analysis process: (a) "seeking formal or informal advice," (b) "medication as the first or final choice," (c) "symptom-specific or holistic," and (d) "avoiding or pursuing specific foods." Health care providers need to develop menopausal symptom management programs while considering ethnic differences in menopausal symptom management.

[Comparison of climacteric symptoms among women in Mexico City and women of a Mayan community of Yucatan]. / Comparación de los síntomas del climaterio entre mujeres de la Ciudad de México y mujeres de una comunidad maya del estado de Yucatán.

OBJECTIVE: to compare the climacteric symptoms between women from Mexico City and those from a Mayan community of the state of Yucatan. METHODS: In two groups of women, Group I) Spanish-speaking women from Mexico City and Group II) Maya speaking women from the state of Yucatan, 22 climacteric symptoms were evaluated using an analog visual scale (AVS) and the SUMEVA index. For statistical analysis t student test was used as well as Chi squared. RESULTS: 105 women, 50 of Mexico City and 55 of Maxcanu, Yucatan were studied. When comparing the groups no difference was found in age (52.5 +/- 6.5 vs 53.7 +/- 6.2, for group I and II respectively), the body mass index was significantly smaller in group I (29.7 +/- 5.0 vs 34.0 +/- 6.0, p < 0.001). In group 1, 15 of the 22 evaluated symptoms were significantly more intense in Group I, as well as the SUMEVA (Sum of Analog Visual Scale) index (71.4 +/- 44.5 vs 45.8 +/- 24.8, p < 0.001). The proportion of symptomatic women for each one of the symptoms was similar in both groups except for hair fall that was significantly greater in group I (74% vs 52%). CONCLUSION: climacteric symptoms were perceived with more intensity by Mexico City women, which allows suppose that western culture influence can be the responsible.

Severe menopausal symptoms in mid-aged Latin American women can be related to their indigenous ethnic component.

BACKGROUND: Latin American women present more severe menopausal symptoms when compared to those from other regions of the world. Since this population is an ethnic blend of Caucasian and indigenous people, we sought to test the hypothesis that severe menopausal symptoms in Latin American women are associated with an indigenous origin. OBJECTIVE: To assess menopausal symptoms among two specific indigenous Latin American populations. METHOD: A total of 573 natural postmenopausal indigenous women aged 45-59 years (288 Quechua (Peru) and 285 Zenú (Colombia)) living in isolated communities were surveyed with a general questionnaire and the Menopause Rating Scale (MRS). RESULTS: The total MRS score was significantly higher among Quechua women as compared to Zenú ones (22.7 ± 5.7 vs. 14.7 ± 2.5, p < 0.0001); both figures were higher than those described for Hispanic or European populations. Quechua women presented more intense somatic and psychological symptoms as compared to Zenú (8.8 ± 2.3 vs. 5.3 ± 1.8; and 7.8 ± 2.4 vs. 3.2 ± 1.7, p < 0.0001); however, both indigenous groups presented similar intense urogenital symptoms (6.1 ± 1.6 vs. 6.2 ± 1.4, not significant). These differences persisted after adjusting for age, years since menopause onset and parity. The percentage of women presenting severe somatic and psychological symptoms significantly increased with aging among Quechua. This was not the case for Zenú women. More than 90% of indigenous women (Quechua and Zenú) at all age intervals presented severe urogenital scores, a percentage that is much higher than that described in the world literature. CONCLUSION: Severe menopausal symptoms found among Latin American women could be the result of their indigenous ethnic origin; the urogenital domain is the most affected.

Menopausal symptoms within a Hispanic cohort: SWAN, the Study of Women's Health Across the Nation.

INTRODUCTION: Since the designation of people as Hispanic involves the amalgamation of a number of different cultures and languages, we sought to test the hypothesis that menopausal symptoms would differ among Hispanic women, based upon country of origin and degree of acculturation. METHODS: A total of 419 women, aged 42-52 years at baseline, were categorized as: Central American (CA, n = 29) or South American (SA, n = 106), Puerto Rican (PR, n = 56), Dominican (D, n = 42), Cuban (Cu, n = 44) and non-Hispanic Caucasian (n = 142). We assessed vasomotor symptoms, vaginal dryness and trouble in sleeping. Hispanics and non-Hispanic Caucasians were compared using the chi(2) test, t test or non-parametric alternatives; ANOVA or Kruskal-Wallis testing examined differences among the five Hispanic sub-groups. Multivariable regression models used PR women as the reference group. RESULTS: Hispanic women were overall less educated, less acculturated (p < 0.001 for both) than non-Hispanic Caucasians and more of them reported vasomotor symptoms (34.1-72.4% vs. 38.3% among non-Hispanic Caucasians; p = 0.0293) and vaginal dryness (17.9-58.6% vs. 21.1% among non-Hispanic Caucasians, p = 0.0287). Among Hispanics, more CA women reported vasomotor symptoms than D, Cu, SA, or PR women (72.4% vs. 45.2%, 34.1%, 50.9%, and 51.8%, respectively). More CA (58.6%) and D women (38.1%) reported vaginal dryness than PR (17.9%), Cu (25.0%) and SA (31.4%) women. More PR and D women reported trouble in sleeping (66.1 and 64.3%, respectively) compared to CA (51.7%), Cu (36.4%), and SA (45.3%) women. CONCLUSION: Symptoms associated with menopause among Hispanic women differed by country of origin but not acculturation. Central American women appear to be at greatest risk for both vasomotor symptoms and vaginal dryness.

Age of menopause and impact of climacteric symptoms by geographical region.

OBJECTIVE: To describe differences in the age of onset of menopause and in the prevalence of climacteric symptoms in different geographical areas. DESIGN: Systematic review of published data on onset of menopause and symptoms in Europe, North America, Latin America and Asia. METHODS: We identified publications by searching electronic databases, including MEDLINE (1966-October 2009) and EMBASE (1975-October 2009). Primary search criteria were age of menopause and climacteric symptoms. A sensitive analysis that excluded papers without full data was performed. RESULTS: The median age at menopause in Europe ranges from 50.1 to 52.8 years, in North America from 50.5 to 51.4 years, in Latin America from 43.8 to 53 years, and in Asia from 42.1 to 49.5 years. The frequency of vasomotor symptoms varies widely depending on the geographical region, selection of criteria, and method of symptom identification. The prevalence of such symptoms ranges from 74% of women in Europe, 36-50% in North America, 45-69% in Latin America and 22-63% in Asia, as reported in different, large, epidemiological studies. CONCLUSION: There are wide geographical differences in the prevalence of menopausal symptomatology and some differences in the age of onset of menopause. Both in Asia and Latin America, women of poorer socioeconomic status have significantly earlier onset of menopause. Within a geographical region, there are ethnic differences in menopause symptoms. Given differences in study methodologies, firm conclusions are not possible. However, regional differences in age at menopause and in climacteric symptoms are important to acknowledge and lay the foundation for an informed approach to the management of menopause and an understanding of its impact on women's health in the different regions of the world.

Monthly variation of hot flashes, night sweats, and trouble sleeping: effect of season and proximity to the final menstrual period (FMP) in the SWAN Menstrual Calendar substudy.

OBJECTIVE: Although reproductive function is influenced by season, few studies have evaluated seasonal effects on menopausal symptoms. We assessed the impact of season and proximity to the final menstrual period (FMP) on frequency of symptom reporting. METHODS: In all, 955 participants in the Study of Women's Health Across the Nation recorded whether or not they had experienced menopausal symptoms on a monthly menstrual calendar over a 10-year period. We modeled the log-odds of presence of a given symptom each month using a logistic mixed-effects model, assuming a third-order polynomial before the FMP and a different third-order polynomial after the FMP. We assumed sine and cosine functions for month of the year. RESULTS: Five to 10 years before the FMP, ∼20% of women reported hot flashes and night sweats, whereas ∼40% reported trouble sleeping. Prevalence rose ∼4 years before the FMP with a sharp jump in hot flash (∼60%) and night sweats (∼40%) prevalence coincident with the FMP. Peaks in hot flashes and trouble sleeping were observed in July with troughs in January. The peak and trough in night sweats occurred about 1 month earlier. Odds of hot flashes, night sweats, and trouble sleeping were 66%, 50%, and 24% greater, respectively, at the seasonal peak versus the seasonal minimum. CONCLUSION: Menopausal symptoms exhibit seasonal variation associated with the summer and winter equinoxes. Seasonal increases in night sweats precede increases in hot flashes. Prospectively recorded monthly symptom data demonstrate that hot flashes and night sweats increase notably coincident with the FMP. : Video Summary:http://links.lww.com/MENO/A476.

Epidemiology of risk factors and symptoms associated with menopause in Spanish women.

OBJECTIVES: (1) To assess the prevalence of risk factors for osteoporosis and cardiovascular disease and the prevalence and severity of the appearance of menopausal symptoms among Spanish menopausal women. (2) To identify the main factors responsible for this severity. (3) To detect symptom differences between perimenopausal and postmenopausal women. METHODS: Cross-sectional descriptive study encompassing women aged 45-65 years in the whole Spanish territory. The study population sample was collected through random sampling. A total of 10,514 women were included. The sociodemographic, medical history and lifestyle data were assessed by means of a survey. The Kupperman scale was used to assess the severity of menopausal symptoms. RESULTS: The prevalence of risk factors for osteoporosis and cardiovascular disease were 67.6% and 74.8%, respectively. The most common risk factors were physical inactivity (53.6%), obesity (44.3%), arterial hypertension (36.6%), hypercholesterolemia (31.4%), low calcium intake (30.1%) and smoking (28.7%). The predominant symptoms experienced by menopausal women were hot flushes (51.4%), insomnia (45.7%) and irritability (42.2%). These were severe in 3.3% of the sample, moderate in 27.3%, mild in 24.6% while 44.8% had no symptoms. The prevalence of joint pain (40.1%) and depressive mood (40%) was higher in perimenopausal than in postmenopausal women. Logistic regression analysis showed that there were differences for age, BMI, smoking, social class and poor consumption of dairy products in the severity of menopausal symptoms. CONCLUSIONS: A high prevalence of risk factors for osteoporosis and cardiovascular disease was observed in our study. The main factors contributing to more severe menopausal symptoms were age, BMI, smoking social class and poor consumption of dairy products. In general, postmenopausal women presented significantly higher rates of menopausal symptoms when compared to perimenopausal women.

Ethnic differences in symptoms experienced during the menopausal transition.

My purpose in this study was to explore ethnic differences in symptoms experienced during the menopausal transition among four major ethnic groups in the United States using a feminist perspective. This was a cross-sectional correlational study among 158 midlife women. The instruments included are questions on sociodemographic characteristics, health, and menopausal status, and the Midlife Women's Symptom Index (MSI). The data were analyzed using descriptive and inferential statistics. Significant ethnic differences in the total number of symptoms (p < .01) were found. The most frequently reported symptoms differed by ethnicity. The symptoms experienced during the menopausal transition were significantly associated with some contextual factors.

Confirmatory factor analysis of the Insomnia Severity Index (ISI) and invariance across race: a pooled analysis of MsFLASH data.

OBJECTIVE: Women's sleep at menopause is widely reported to be problematic. The Insomnia Severity Index (ISI) is a commonly used tool for quantifying sleep problems in clinical and research settings, but psychometric properties in postmenopausal women have not been reported. Our study aim was to examine the factor structure of the ISI in a large and diverse sample of midlife women with hot flashes. METHODS: Baseline data were from 899 women enrolled in one of the three clinical trials using similar entry criteria conducted by the Menopause Strategies Finding Lasting Answers to Symptoms and Health research network. We conducted confirmatory factor analyses for the total sample and within strata defined by race/ethnicity (black and white women). RESULTS: The ISI had two factors in the total sample. The two-factor structure was consistent across black and white women, with the exception of one item "difficulty falling asleep." CONCLUSIONS: The ISI in midlife women with hot flashes is composed of two factors that capture dimensions of the insomnia severity and daytime impact. The instrument is a psychometrically sound scale appropriate for use in research and clinical practice to capture the severity and daytime impact of insomnia symptoms in diverse samples of midlife women with hot flashes. An abbreviated screening of two items could be considered to determine if further evaluation is needed of sleep complaints.