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Barbagallo F, Cucinella L, Tiranini L, Chedraui P, Calogero AE, Nappi RE. Obesity and sexual health: focus on postmenopausal women. Climacteric 2024; 27:122-136. [PMID: 38251874 DOI: 10.1080/13697137.2024.2302429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2023] [Accepted: 12/20/2023] [Indexed: 01/23/2024]
Abstract
Menopause is a cardiometabolic transition with many women experiencing weight gain and redistribution of body fat. Hormonal changes may affect also several dimensions of well-being, including sexual function, with a high rate of female sexual dysfunction (FSD), which displays a multifactorial etiology. The most important biological factors range from chronic low-grade inflammation, associated with hypertrophic adipocytes that may translate into endothelial dysfunction and compromised blood flow through the genitourinary system, to insulin resistance and other neuroendocrine mechanisms targeting the sexual response. Psychosocial factors include poor body image, mood disorders, low self-esteem and life satisfaction, as well as partner's health and quality of relationship, and social stigma. Even unhealthy lifestyle, chronic conditions and putative weight-promoting medications may play a role. The aim of the present narrative review is to update and summarize the state of the art on the link between obesity and FSD in postmenopausal women, pointing to the paucity of high-quality studies and the need for further research with validated end points to assess both biomarkers of obesity and FSD. In addition, we provide general information on the diagnosis and treatment of FSD at menopause with a focus on dietary interventions, physical activity, anti-obesity drugs and bariatric surgery.
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Affiliation(s)
- F Barbagallo
- Department of Clinical and Experimental Medicine, University of Catania, Catania, Italy
| | - L Cucinella
- Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy
- Research Center for Reproductive Medicine, Gynecological Endocrinology and Menopause, IRCCS San Matteo Foundation, Pavia, Italy
| | - L Tiranini
- Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy
| | - P Chedraui
- Escuela de Posgrados en Salud, Universidad Espíritu Santo, Samborondón, Ecuador
| | - A E Calogero
- Department of Clinical and Experimental Medicine, University of Catania, Catania, Italy
| | - R E Nappi
- Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia, Pavia, Italy
- Research Center for Reproductive Medicine, Gynecological Endocrinology and Menopause, IRCCS San Matteo Foundation, Pavia, Italy
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Saadedine M, Faubion SS, Grach SL, Nordhues HC, Kapoor E. Association between obesity and female sexual dysfunction: a review. Sex Med Rev 2024; 12:154-163. [PMID: 38112599 DOI: 10.1093/sxmrev/qead047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 10/20/2023] [Accepted: 10/26/2023] [Indexed: 12/21/2023]
Abstract
INTRODUCTION Obesity is a global health crisis that has been growing over the past few decades. The economic burden associated with obesity is substantial as it is associated with multiple disabling chronic diseases, such as cardiovascular disease, certain cancers, osteoarthritis, chronic pain, and mental illness. Obesity is known to be a risk factor for sexual dysfunction in men, but this association is less well understood in women. AIMS To provide a narrative review of the available literature on the relationship between overweight/obesity and female sexual dysfunction, elaborate on the possible mechanisms explaining this association, and discuss the effects of weight loss on sexual function in those with obesity. METHODS A search of the medical literature was carried out in PubMed and Medline, focusing on original research and systematic reviews of original research on obesity and sexual function in women. RESULTS The relationship between obesity and female sexual function is not consistent across studies. While women with obesity are more likely to have worse sexual function and avoid sexual activity, many studies have failed to identify these associations. Lifestyle changes resulting in weight loss lead to better sexual function, and bariatric surgery has been shown to improve sexual function in the first couple of years following the procedure; yet, the long-term effects of weight loss and bariatric surgery are still uncertain. CONCLUSIONS The evidence on the relationship between obesity and female sexual function is mixed. Nevertheless, weight loss has been shown to improve sexual function in women with obesity. The impact of weight loss medications and the long-term effect of bariatric surgery on female sexual function require further study.
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Affiliation(s)
- Mariam Saadedine
- Division of General Internal Medicine, Mayo Clinic, Jacksonville, FL 32224, United States
- Center for Women's Health, Mayo Clinic, Rochester, MN 55905, United States
| | - Stephanie S Faubion
- Division of General Internal Medicine, Mayo Clinic, Jacksonville, FL 32224, United States
- Center for Women's Health, Mayo Clinic, Rochester, MN 55905, United States
| | - Stephanie L Grach
- Division of General Internal Medicine, Mayo Clinic, Rochester, MN 55905, United States
| | - Hannah C Nordhues
- Division of General Internal Medicine, Mayo Clinic, Rochester, MN 55905, United States
| | - Ekta Kapoor
- Center for Women's Health, Mayo Clinic, Rochester, MN 55905, United States
- Division of General Internal Medicine, Mayo Clinic, Rochester, MN 55905, United States
- Division of Endocrinology, Diabetes, Metabolism and Nutrition, Mayo Clinic, Rochester, MN 55905, United States
- Women's Health Research Center, Rochester, MN 55905, United States
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Salari N, Moradi M, Hosseinian-Far A, Khodayari Y, Mohammadi M. Global prevalence of sexual dysfunction among women with metabolic syndrome: a systematic review and meta-analysis. J Diabetes Metab Disord 2023; 22:1011-1019. [PMID: 37975075 PMCID: PMC10638256 DOI: 10.1007/s40200-023-01267-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Accepted: 07/19/2023] [Indexed: 11/19/2023]
Abstract
Background Sexual dysfunction is a common disorder among women, especially during menopause. Metabolic syndrome is a multifactorial disease that, according to previous studies, there is a relationship between the metabolic syndrome and sexual dysfunction among women. The aim of this systematic review and meta-analysis is to obtain the prevalence of Female Sexual Dysfunction (FSD) among women with metabolic syndrome, and to analyze available related evidence. Methods In this systematic review and meta-analysis, the keywords of MeSH, female sexual dysfunction, FSD, metabolic syndrome were searched in PubMed, Web of Science, Scopus, Science Direct and Google Scholar. The searches were conducted without a lower time limit and until May 2022. Results The prevalence of FSD among women with metabolic syndrome was found to be 39.3% (95% CI: 28.3-51.5). In the subgroup analysis and in the review of 4 studies, the prevalence of sexual dysfunction in postmenopausal women with metabolic syndrome was 49.8% (95% CI: 26.1-73.6). Analyzing the results of the meta-regression test in examining the effect of the three factors of sample size, year of the study, age, and BMI of the patients on the heterogeneity of the meta-analysis, showed that with the increase of the sample size, the prevalence of sexual dysfunction among women with metabolic syndrome decreases (p < 0.05). Moreover, the prevalence of sexual dysfunction among women with metabolic syndrome increases (p < 0.05) with the increase in the years of conducting studies and the mean of age of women with metabolic syndrome. Also, with increasing mean of BMI of female patients with metabolic syndrome, the prevalence of sexual dysfunction in these women also increases (p < 0.05). Conclusion Female sexual dysfunction is a global health problem that can affect women's life to a great extent. Metabolic syndrome, which is a set of factors such as obesity, high blood pressure, and diabetes, affects sexual dysfunction in women. From this study, it can be concluded that there is a close relationship between metabolic syndrome and female sexual dysfunction.
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Affiliation(s)
- Nader Salari
- Department of Biostatistics, School of Health, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Mona Moradi
- Student Research Committee, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Amin Hosseinian-Far
- Department of Business Systems & Operations, University of Northampton, Northampton, UK
| | - Yassaman Khodayari
- Student Research Committee, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Masoud Mohammadi
- Cellular and Molecular Research Center, Gerash University of Medical Sciences, Gerash, Iran
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Ronghe V, Pannase K, Gomase KP, Mahakalkar MG. Understanding Hypoactive Sexual Desire Disorder (HSDD) in Women: Etiology, Diagnosis, and Treatment. Cureus 2023; 15:e49690. [PMID: 38161863 PMCID: PMC10757759 DOI: 10.7759/cureus.49690] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 11/29/2023] [Indexed: 01/03/2024] Open
Abstract
Hypoactive Sexual Desire Disorder (HSDD) is a complex and multifaceted condition that significantly impacts the sexual well-being and overall quality of life of women. This comprehensive review aims to provide a holistic understanding of HSDD by exploring its etiology, diagnostic criteria, treatment approaches, and broader societal implications. The review delves into the intricate interplay of biological factors, including hormonal changes and neurotransmitter imbalances, that contribute to HSDD. Psychological factors, such as relationship issues, body image, and stress, are examined with sociocultural factors like societal norms, cultural influences, and media portrayals of sexuality. Diagnostic criteria and assessment methods, including The Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition criteria, and self-report questionnaires, are explored to facilitate accurate identification of HSDD and differentiation from other sexual disorders. The impact of HSDD on women's quality of life and relationships is examined, highlighting the emotional strain and interpersonal challenges associated with the disorder. Societal and personal consequences of untreated HSDD underscore the need for increased awareness and support. Treatment approaches encompass non-pharmacological interventions such as cognitive-behavioral therapy, sex therapy, and couples therapy and pharmacological interventions like hormone therapy and selective serotonin reuptake inhibitors. Novel treatments like bremelanotide, flibanserin, and integrative strategies combining psychotherapy and lifestyle changes are discussed. Challenges and controversies surrounding HSDD, including the lack of consensus on diagnostic criteria, debates about the medicalization of sexuality, ethical concerns regarding pharmaceutical interventions, and cultural considerations, are addressed. Future directions in research, including advances in neurobiological understanding, personalized medicine, long-term treatment studies, and destigmatization initiatives, offer promising pathways for enhancing the management of HSDD.
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Affiliation(s)
- Vaishnavi Ronghe
- Obstetrics and Gynaecology, Smt. Radhikabai Meghe Memorial College of Nursing, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| | - Krutika Pannase
- Obstetrics and Gynaecology Nursing, Smt. Radhikabai Meghe Memorial College of Nursing, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| | - Kavita P Gomase
- Obstetrics and Gynaecology, Smt. Radhikabai Meghe Memorial College of Nursing, Datta Meghe Institute of Higher Education and Research, Wardha, IND
| | - Manjusha G Mahakalkar
- Obstetrics and Gynaecology, Smt. Radhikabai Meghe Memorial College of Nursing, Datta Meghe Institute of Higher Education and Research, Wardha, IND
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Tsao CW, Aday AW, Almarzooq ZI, Alonso A, Beaton AZ, Bittencourt MS, Boehme AK, Buxton AE, Carson AP, Commodore-Mensah Y, Elkind MSV, Evenson KR, Eze-Nliam C, Ferguson JF, Generoso G, Ho JE, Kalani R, Khan SS, Kissela BM, Knutson KL, Levine DA, Lewis TT, Liu J, Loop MS, Ma J, Mussolino ME, Navaneethan SD, Perak AM, Poudel R, Rezk-Hanna M, Roth GA, Schroeder EB, Shah SH, Thacker EL, VanWagner LB, Virani SS, Voecks JH, Wang NY, Yaffe K, Martin SS. Heart Disease and Stroke Statistics-2022 Update: A Report From the American Heart Association. Circulation 2022; 145:e153-e639. [PMID: 35078371 DOI: 10.1161/cir.0000000000001052] [Citation(s) in RCA: 2688] [Impact Index Per Article: 1344.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
BACKGROUND The American Heart Association, in conjunction with the National Institutes of Health, annually reports the most up-to-date statistics related to heart disease, stroke, and cardiovascular risk factors, including core health behaviors (smoking, physical activity, diet, and weight) and health factors (cholesterol, blood pressure, and glucose control) that contribute to cardiovascular health. The Statistical Update presents the latest data on a range of major clinical heart and circulatory disease conditions (including stroke, congenital heart disease, rhythm disorders, subclinical atherosclerosis, coronary heart disease, heart failure, valvular disease, venous disease, and peripheral artery disease) and the associated outcomes (including quality of care, procedures, and economic costs). METHODS The American Heart Association, through its Statistics Committee, continuously monitors and evaluates sources of data on heart disease and stroke in the United States to provide the most current information available in the annual Statistical Update. The 2022 Statistical Update is the product of a full year's worth of effort by dedicated volunteer clinicians and scientists, committed government professionals, and American Heart Association staff members. This year's edition includes data on the monitoring and benefits of cardiovascular health in the population and an enhanced focus on social determinants of health, adverse pregnancy outcomes, vascular contributions to brain health, and the global burden of cardiovascular disease and healthy life expectancy. RESULTS Each of the chapters in the Statistical Update focuses on a different topic related to heart disease and stroke statistics. CONCLUSIONS The Statistical Update represents a critical resource for the lay public, policymakers, media professionals, clinicians, health care administrators, researchers, health advocates, and others seeking the best available data on these factors and conditions.
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Symptom Clusters and Key Symptoms Among Midlife Perimenopausal and Postmenopausal Women With and Without Metabolic Syndrome. Nurs Res 2022; 71:E28-E38. [PMID: 35759720 PMCID: PMC9237449 DOI: 10.1097/nnr.0000000000000591] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Midlife perimenopausal and postmenopausal women with metabolic syndrome experience multiple symptoms concurrently. OBJECTIVE The study objectives were to examine the relationship among symptoms through network visualization and identify and compare symptom clusters and key symptoms across symptom occurrence and symptom severity dimensions in midlife perimenopausal and postmenopausal women with and without metabolic syndrome. METHODS Cross-sectional data from the Study of Women's Health Across the Nation (Visit 5) were used for analysis. A machine-learning-based network analysis and the Walktrap algorithm were used to fulfill the study objectives. RESULTS The number and types of symptom clusters differed between the groups. Midlife perimenopausal and postmenopausal women with metabolic syndrome experienced the psychological/somatic/genital cluster (key symptom: frequent mood change), the sleep/urinary cluster (sleep disturbance), and the vasomotor cluster (cold sweat) in the symptom occurrence dimension and the psychological/somatic/sexual cluster (anxiety), the sleep/urinary cluster (sleep disturbance), and the vasomotor/genital cluster (night sweat) in the symptom severity dimension. In contrast, midlife perimenopausal and postmenopausal women without metabolic syndrome experienced the psychological cluster (anxiety), the sleep/somatic/genitourinary cluster (sleep disturbance), and the vasomotor cluster (night sweat) in the symptom occurrence dimension and the psychological/somatic cluster (anxiety), the sleep/urinary cluster (sleep disturbance), the vasomotor cluster (night sweat), and the sexual/genital cluster (vaginal dryness) in the symptom severity dimension. DISCUSSION The study findings may serve as a knowledge basis for effective assessment and management of symptom clusters and key symptoms in clinical settings and provide directions for future development of targeted symptom management interventions.
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Min SH, Yang Q, Min SW, Ledbetter L, Docherty SL, Im EO, Rushton S. Are there differences in symptoms experienced by midlife climacteric women with and without metabolic syndrome? A scoping review. WOMEN'S HEALTH (LONDON, ENGLAND) 2022; 18:17455057221083817. [PMID: 35266423 PMCID: PMC8918770 DOI: 10.1177/17455057221083817] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Revised: 01/15/2022] [Accepted: 02/10/2022] [Indexed: 11/25/2022]
Abstract
INTRODUCTION Midlife climacteric women with metabolic syndrome are at high risk for experiencing a complex array of symptoms. The aim of this scoping review was to identify the prevalence, types, and clustering of symptoms in midlife climacteric women with metabolic syndrome and to compare them to symptoms of midlife climacteric women without metabolic syndrome. METHODS A three-step search method was used according to Joanna Briggs Institute methodology. Eligibility criteria of participants, concept, context, and types of evidence were selected in alignment with the review questions. Seven databases (PubMed, Embase, Web of Science, CINAHL, PsycINFO, ProQuest Dissertation & Theses, OpenGrey) were searched using search terms with no language or date restrictions. Title and abstract screening, full-text review, data charting, and data synthesis were conducted by two independent researchers based on the eligibility criteria. RESULTS The search yielded 3813 studies after removing duplicates with 48 full-text papers assessed for eligibility. A total of eight studies were reviewed and analyzed which reported the prevalence and types of symptoms individually or grouped based on each body system. Midlife climacteric women with metabolic syndrome experience a wide prevalence of individual and grouped urogenital, vasomotor, psychological, sleep, and somatic symptoms. Mental exhaustion had the highest prevalence (84.4%) among the individual symptoms, and urogenital symptoms had the highest prevalence (81.3%) among the grouped symptoms. There were mixed findings on symptoms between midlife climacteric women with metabolic syndrome and without metabolic syndrome. No studies focused on symptom clusters. CONCLUSION Our findings will serve as a knowledge basis for understanding symptoms experienced by midlife climacteric women with metabolic syndrome. This new knowledge can assist clinicians in effectively assessing and managing their symptoms in clinical settings and inform future development of targeted symptom management interventions.
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Affiliation(s)
- Se Hee Min
- Duke University School of Nursing, Durham, NC, USA
| | - Qing Yang
- Duke University School of Nursing, Durham, NC, USA
| | - Se Won Min
- School of Nursing, University of Washington, Seattle, WA, USA
| | | | | | - Eun-Ok Im
- School of Nursing, Emory University, Atlanta, GA, USA
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Shen M, Li X, Wu W, Dou R, Mei X, Xu W, Lv M, Chen J, Zhao S. Is There an Association Between Hypothyroidism and Sexual Dysfunction: A Systematic Review and Cumulative Analysis. Sex Med 2021; 9:100345. [PMID: 34087533 PMCID: PMC8240328 DOI: 10.1016/j.esxm.2021.100345] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Revised: 01/11/2021] [Accepted: 02/23/2021] [Indexed: 11/19/2022] Open
Abstract
INTRODUCTION Many investigators have found a detrimental effect on sexual functioning developed by hypothyroidism in both sexes, but a cumulative analysis has not been conducted. AIM This study aims to summarize and quantify the association between overt or subclinical hypothyroidism and the risk of sexual dysfunction (SD) through a meta-analysis. METHODS 4 electronic databases were systematically searched. The quality of evidence was rated by the GRADE approach. This meta-analysis was registered on the PROSPERO (ID: CRD42020186967). MAIN OUTCOME MEASURE The strength of the relationship between overt/subclinical hypothyroidism and SD was quantified by presenting the relative risk (RR) with its 95% confidence interval (CI). RESULTS 7 studies involving 460 patients with hypothyroidism and 2,143 healthy controls were included in this meta-analysis. Among the 7 included studies, 2 studies were provided the data of both overt and subclinical hypothyroidism. Pooled results from 4 included studies investigating overt hypothyroidism indicated that overt hypothyroidism led to significant SD in both sexes (RR = 2.26, 95% CI: 1.42 to 3.62, P = 0.001), while synthetic RR of 5 eligible studies reporting subclinical hypothyroidism failed to find a positive association between subclinical hypothyroidism and SD (RR = 1.3, 95% CI: 0.85 to 1.99, P = 0.229), irrespective of gender (all P > 0.05). Subgroup analyses revealed that women with overt hypothyroidism rather than men with overt hypothyroidism were correlated with a significant higher risk of SD. The quality of evidence in the study of overt hypothyroidism and subclinical hypothyroidism was considered low and moderate, respectively. CONCLUSION SD is a devastating problem in female patients with clinical hypothyroidism but insusceptible in either women or men with subclinical hypothyroidism. Clinicians should be aware of these phenomena and manage the sufferers accordingly in clinical practice. More rigorous studies are still needed to validate this evidence. Shen M, Li X, Wu W, et al. Is There an Association Between Hypothyroidism and Sexual Dysfunction: A Systematic Review and Cumulative Analysis. Sex Med 2021;9:100345.
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Affiliation(s)
- Maolei Shen
- Department of Urology, Taizhou Central Hospital (Taizhou University Hospital), Taizhou, Zhejiang, China
| | - Xin Li
- Department of Urology, Taizhou Central Hospital (Taizhou University Hospital), Taizhou, Zhejiang, China
| | - Weizhou Wu
- Department of Urology, Maoming People's Hospital, Maoming, Guangdong, China
| | - Ruiling Dou
- Department of Clinical Medical School, Taizhou University, Taizhou, Zhejiang, China
| | - Xiangkun Mei
- Department of Clinical Medical School, Taizhou University, Taizhou, Zhejiang, China
| | - Wanxian Xu
- Department of Clinical Medical School, Taizhou University, Taizhou, Zhejiang, China
| | - Minhui Lv
- Wenzhou Medical University, Wenzhou, China
| | - Jiani Chen
- Wenzhou Medical University, Wenzhou, China
| | - Shankun Zhao
- Department of Urology, Taizhou Central Hospital (Taizhou University Hospital), Taizhou, Zhejiang, China.
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Min SH, Docherty SL, Im EO, Yang Q. Identification of Symptom Clusters Among Midlife Menopausal Women with Metabolic Syndrome. West J Nurs Res 2021; 44:838-853. [PMID: 34039103 DOI: 10.1177/01939459211018824] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The aim of this study was to identify and compare symptom clusters in midlife menopausal women with and without metabolic syndrome based on symptom occurrence and severity dimension through secondary data analysis of the Study of Women's Health Across the Nation. Exploratory factor analysis was used to group symptoms that are highly correlated with each other and verified by confirmatory factor analysis. Midlife menopausal women with metabolic syndrome (n = 424) experienced mental health, vasomotor, and somatic cluster across both symptom dimensions. In contrast, midlife menopausal women without metabolic syndrome (n = 1022) experienced mental health/sleep/urinary, vasomotor, and somatic cluster for symptom occurrence dimension and mental health/sleep, vasomotor/genital, and somatic cluster for symptom severity dimension. This is the first study to identify symptom clusters in midlife menopausal women with metabolic syndrome, who are at risk for experiencing complex symptoms associated with menopause transition and metabolic syndrome, and to compare symptom clusters to those without metabolic syndrome.
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Affiliation(s)
- Se Hee Min
- School of Nursing, Duke University, Durham, NC, USA
| | | | - Eun-Ok Im
- Nell Hodgson Woodruff School of Nursing, Emory University, Atlanta, GA, USA
| | - Qing Yang
- School of Nursing, Duke University, Durham, NC, USA
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