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Abdul Jafar NK, Al Balushi A, Subramanian A, Lee SI, Bennett CJ, Moran LJ, Mousa A, Tay CT, Teede HJ, Mansfield DR. Obstructive sleep apnea syndrome in polycystic ovary syndrome: a systematic review and meta-analysis. Front Endocrinol (Lausanne) 2025; 16:1532519. [PMID: 40255502 PMCID: PMC12006010 DOI: 10.3389/fendo.2025.1532519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2024] [Accepted: 03/14/2025] [Indexed: 04/22/2025] Open
Abstract
Background Polycystic ovary syndrome (PCOS) has been associated with a high prevalence of obstructive sleep apnea syndrome (OSAS). However, the impact of OSAS on the PCOS symptom profile remains unclear. This systematic review and meta-analysis, which informed the 2023 International Evidence-based PCOS Guideline, aims to assess the prevalence and related symptoms of OSAS among females with and without PCOS. Methods A systematic search using databases (MEDLINE, Embase, EBM Reviews, PsycInfo and CINAHL) was performed until 16th May 2024. Random-effects restricted maximum likelihood meta-analyses compared OSAS and related symptoms between PCOS and non-PCOS groups. OSAS outcomes were categorized as apnea-hypopnea index (AHI)≥5 only, AHI≥5 with symptoms, AHI≥10 with symptoms and composite OSA (i.e., all AHI cut-offs with and/or without symptoms). Subgroup analyses by body mass index (BMI), age, PCOS diagnostic criteria and ethnicity were performed. Risk of bias and certainty of evidence by the Grading of Recommendations, Assessment, Development and Evaluation (GRADE) framework were conducted. Results From 4438 records, 3205 titles/abstracts were screened and 40 were eligible for full-text screening. Eight cross-sectional studies met inclusion criteria and meta-analysis. The pooled prevalence of OSA was 37.0% in PCOS (29.0% adolescents; 40.0% adults) and 6.0% in non-PCOS. Compared with non-PCOS, those with PCOS showed higher risk for composite OSA (odds ratio (OR): 9.52; 95% CI: 3.90 to 23.26; I 2 = 54.5%; 8 studies, n=942; P<0.001) and more pronounced OSAS risk with increasing symptom severity in PCOS (AHI≥5 OR: 3.90; 95% CI: 1.63 to 9.34; AHI≥5 with symptoms OR: 17.95; 95% CI: 6.17 to 52.22; AHI≥10 with symptoms OR: 30.61; 95% CI: 7.99 to 117.25, all P ≤ 0.0023). Subgroup results showed significantly higher risk of OSAS overall in overweight/obesity, adults and white ethnicity compared with normal weight, adolescent and Asian subgroups, respectively (all P<0.001), but independent of PCOS diagnostic criteria. Conclusion The prevalence of OSA was higher in PCOS compared with non-PCOS groups, with the risk of OSAS increasing with worse symptom severity. Adults and those of higher BMI and of white ethnicity were at increased risk of OSAS. Hence, identifying and treating OSAS symptoms in PCOS may be beneficial, but further validation of findings is warranted.
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Affiliation(s)
- Nur K. Abdul Jafar
- Monash Centre for Health Research and Implementation, Monash University, Clayton, VIC, Australia
| | - Afra Al Balushi
- Monash Lung and Sleep, Monash Health, Clayton, VIC, Australia
| | - Anuradhaa Subramanian
- Department of Applied Health Sciences, University of Birmingham, Birmingham, United Kingdom
| | - Siang Ing Lee
- Department of Applied Health Sciences, University of Birmingham, Birmingham, United Kingdom
| | - Christie J. Bennett
- Be Active Sleep and Eat (BASE) Facility, Department of Nutrition, Dietetics and Food, Monash University, Notting Hill, VIC, Australia
| | - Lisa J. Moran
- Monash Centre for Health Research and Implementation, Monash University, Clayton, VIC, Australia
| | - Aya Mousa
- Monash Centre for Health Research and Implementation, Monash University, Clayton, VIC, Australia
| | - Chau Thien Tay
- Monash Centre for Health Research and Implementation, Monash University, Clayton, VIC, Australia
| | - Helena J. Teede
- Monash Centre for Health Research and Implementation, Monash University, Clayton, VIC, Australia
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Almhmoud H, Alatassi L, Baddoura M, Sandouk J, Alkayali MZ, Najjar H, Zaino B. Polycystic ovary syndrome and its multidimensional impacts on women's mental health: A narrative review. Medicine (Baltimore) 2024; 103:e38647. [PMID: 38905372 PMCID: PMC11191963 DOI: 10.1097/md.0000000000038647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Accepted: 05/30/2024] [Indexed: 06/23/2024] Open
Abstract
Polycystic ovary syndrome (PCOS) is a common endocrine disorder that affects approximately 8% to 13% of women of reproductive age worldwide. It is characterized by a range of symptoms, including hirsutism, acne, and menstrual irregularities, and poses a significant psychological burden, including anxiety and depression. The evolving definition of PCOS, from the 1990 NIH conference to the 2003 Rotterdam conference, highlights its multifaceted nature, encompassing metabolic, reproductive, and psychological aspects. This overview aims to elucidate the complex interplay between PCOS's physiological and psychological dimensions. It focuses on understanding the heightened risk of psychiatric disorders, including depression and anxiety, among women with PCOS and explores the contributing factors, such as obesity, body image issues, and stress. The etiology of PCOS involves a complex mixture of genetic, hormonal, and lifestyle factors that contribute to its pathophysiology and the associated mental health challenges. Stress, in various forms, including metabolic, inflammatory, oxidative, and emotional, is identified as a significant contributor to the pathogenesis of PCOS. Management strategies highlighted include lifestyle modifications, dietary and exercise interventions, and psychological therapies, underscoring the need for comprehensive and integrated care approaches that address the broad spectrum of PCOS effects. A multifaceted treatment approach that goes beyond just the physical symptoms of PCOS to also include its significant psychological effects is emphasized, reinforcing the necessity for a comprehensive, integrated care strategy to manage this complex condition effectively.
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Affiliation(s)
- Haya Almhmoud
- Faculty of Medicine-Tishreen University, Lattakia, Syria
| | - Lara Alatassi
- Department of Laboratory Medicine, Aleppo University Hospital, Aleppo, Syria
| | - Mouna Baddoura
- Faculty of Medicine-Damascus University, Damascus, Syria
| | - Joudy Sandouk
- Faculty of Medicine-Damascus University, Damascus, Syria
| | | | - Hasan Najjar
- Faculty of Medicine-Damascus University, Damascus, Syria
| | - Basem Zaino
- Department of Pathology, Tishreen University Hospital, Lattakia, Syria
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Walter JR, Lee JY, Yu L, Kim B, Martell K, Opdycke A, Scheffel J, Felsl I, Patel S, Rangel S, Serao A, Edel C, Bharat A, Xu S. Use of artificial intelligence to develop predictive algorithms of cough and PCR-confirmed COVID-19 infections based on inputs from clinical-grade wearable sensors. Sci Rep 2024; 14:8072. [PMID: 38580712 PMCID: PMC10997665 DOI: 10.1038/s41598-024-57830-4] [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: 08/15/2023] [Accepted: 03/21/2024] [Indexed: 04/07/2024] Open
Abstract
There have been over 769 million cases of COVID-19, and up to 50% of infected individuals are asymptomatic. The purpose of this study aimed to assess the use of a clinical-grade physiological wearable monitoring system, ANNE One, to develop an artificial intelligence algorithm for (1) cough detection and (2) early detection of COVID-19, through the retrospective analysis of prospectively collected physiological data from longitudinal wear of ANNE sensors in a multicenter single arm study of subjects at high risk for COVID-19 due to occupational or home exposures. The study employed a two-fold approach: cough detection algorithm development and COVID-19 detection algorithm development. For cough detection, healthy individuals wore an ANNE One chest sensor during scripted activity. The final performance of the algorithm achieved an F-1 score of 83.3% in twenty-seven healthy subjects during biomarker validation. In the COVID-19 detection algorithm, individuals at high-risk for developing COVID-19 because of recent exposures received ANNE One sensors and completed daily symptom surveys. An algorithm analyzing vital parameters (heart rate, respiratory rate, cough count, etc.) for early COVID-19 detection was developed. The COVID-19 detection algorithm exhibited a sensitivity of 0.47 and specificity of 0.72 for detecting COVID-19 in 325 individuals with recent exposures. Participants demonstrated high adherence (≥ 4 days of wear per week). ANNE One shows promise for detection of COVID-19. Inclusion of respiratory biomarkers (e.g., cough count) enhanced the algorithm's predictive ability. These findings highlight the potential value of wearable devices in early disease detection and monitoring.
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Affiliation(s)
- Jessica R Walter
- Department of Obstetrics and Gynecology, Northwestern University, Chicago, IL, USA
| | - Jong Yoon Lee
- Sibel Health, Chicago, USA
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, USA
| | - Lian Yu
- Sibel Health, Chicago, USA
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, USA
| | - Brandon Kim
- Sibel Health, Chicago, USA
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, USA
| | - Knute Martell
- Department of Dermatology, Northwestern University Feinberg School of Medicine, Chicago, USA
| | | | | | | | - Soham Patel
- Department of Dermatology, Northwestern University Feinberg School of Medicine, Chicago, USA
| | - Stephanie Rangel
- Department of Dermatology, Northwestern University Feinberg School of Medicine, Chicago, USA
| | - Alexa Serao
- Department of Dermatology, Northwestern University Feinberg School of Medicine, Chicago, USA
| | - Claire Edel
- Department of Dermatology, Northwestern University Feinberg School of Medicine, Chicago, USA
| | - Ankit Bharat
- Department of Surgery, Northwestern University, Chicago, IL, USA
| | - Shuai Xu
- Sibel Health, Chicago, USA.
- Querrey Simpson Institute for Bioelectronics, Northwestern University, Evanston, USA.
- Department of Dermatology, Northwestern University Feinberg School of Medicine, Chicago, USA.
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Szczesnowicz A, Szeliga A, Niwczyk O, Bala G, Meczekalski B. Do GLP-1 Analogs Have a Place in the Treatment of PCOS? New Insights and Promising Therapies. J Clin Med 2023; 12:5915. [PMID: 37762856 PMCID: PMC10532286 DOI: 10.3390/jcm12185915] [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: 08/11/2023] [Revised: 09/04/2023] [Accepted: 09/09/2023] [Indexed: 09/29/2023] Open
Abstract
Polycystic ovary syndrome (PCOS) is the most prevalent endocrinopathy in women of reproductive age. This condition is characterized by hyperandrogenism and either oligo- or anovulation. PCOS patients often present comorbidities such as obesity, insulin resistance, impaired glucose metabolism, dyslipidemia, hypertension, metabolic syndrome, and an increased risk of diabetes. Given the profound implications of metabolic impairment in PCOS, the accurate diagnosis and management of these facets are imperative. The first-line approach to treatment involves lifestyle modifications, including dietary adjustments and exercise aimed at achieving weight loss, a strategy consistently emphasized across the literature. Supplementation with probiotics, vitamin D, and L-carnitine have also provided additional benefits to patients. In select cases, pharmacological interventions are needed for optimal therapeutic results. The most common medications used in PCOS include metformin, thiazolidinediones, inositols, and two classes of antidiabetic agents: dipeptidyl peptidase-IV (DPP-IV) inhibitors, and sodium-glucose cotransporter-2 (SGLT-2) inhibitors. Glucagon-like peptide-1 receptor agonists (GLP-1RAs) are a new addition to the therapeutic arsenal for the metabolic management of PCOS. GLP-1 receptor agonists cause insulin release in a glucose-dependent manner, yielding clinical benefits such as heightened satiety, reduced appetite, and appetite regulation. GLP-1RAs have demonstrated efficacy in reducing glycated hemoglobin levels and promoting weight loss while ameliorating hyperlipidemia. Prior to initiating GLP-1RA therapy, patients should undergo screening for contraindications, including history of pancreatitis, diabetic retinopathy, or thyroid cancer. The effects of treatment should be monitored using laboratory testing and body weight measurements. Effective communication between clinician and patient should be maintained with regular check-in for a period of 6 to 12 months.
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Affiliation(s)
- Aleksandra Szczesnowicz
- Department of Gynecological Endocrinology, Poznan University of Medical Sciences, 61-701 Poznan, Poland; (A.S.); (A.S.); (O.N.)
| | - Anna Szeliga
- Department of Gynecological Endocrinology, Poznan University of Medical Sciences, 61-701 Poznan, Poland; (A.S.); (A.S.); (O.N.)
| | - Olga Niwczyk
- Department of Gynecological Endocrinology, Poznan University of Medical Sciences, 61-701 Poznan, Poland; (A.S.); (A.S.); (O.N.)
| | - Gregory Bala
- UCD School of Medicine, University College Dublin, D04 V1W8 Dublin, Ireland;
| | - Blazej Meczekalski
- Department of Gynecological Endocrinology, Poznan University of Medical Sciences, 61-701 Poznan, Poland; (A.S.); (A.S.); (O.N.)
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Jafar NKA, Bennett CJ, Moran LJ, Mansfield DR. Beyond Counting Sheep: Exploring the Link between Polycystic Ovary Syndrome and Sleep Health. Semin Reprod Med 2023; 41:45-58. [PMID: 38113883 DOI: 10.1055/s-0043-1777724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2023]
Abstract
Polycystic ovary syndrome (PCOS) is a common hormonal condition with reproductive, metabolic, and psychological sequelae that affects 8 to 13% of reproductive-aged women and 3 to 11% of adolescent girls. Sleep is often compromised in women with PCOS due to increased rates of sleep problems, with the most established problem being obstructive sleep apnea (OSA). OSA is highly prevalent in reproductive-aged adult women with PCOS, but not so in adolescence. The international evidence-based PCOS guideline to improve health outcomes in women with PCOS indicated routine screening to identify and alleviate symptoms of OSA. The guidelines, however, did not weigh other multidimensional constructs of sleep health such as sleep disturbances (e.g., sleep quality and quantity), beyond OSA. This is perhaps due to the lack of research and existing mixed findings in the area of PCOS and sleep health. This narrative review summarizes the current knowledge about OSA and expands further to include the limited knowledge about other sleep problems in PCOS among reproductive-aged women and adolescent girls. We broadly cover the prevalence, risk factors, and mechanisms of sleep problems in PCOS and their relationship with cardiometabolic and psychological health. A brief summary on treatment and intervention strategies for sleep problems in PCOS and future recommendations will be deliberated.
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Affiliation(s)
- Nur K Abdul Jafar
- Monash Centre for Health Research and Implementation, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
| | - Christie J Bennett
- Be Active Sleep and Eat (BASE) Facility, Department of Nutrition and Dietetics, School of Clinical Sciences, Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, Victoria, Australia
| | - Lisa J Moran
- Monash Centre for Health Research and Implementation, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
| | - Darren R Mansfield
- Monash Lung and Sleep, Monash Health, Clayton, Victoria, Australia
- Faculty of Medicine, Nursing and Health Sciences, School of Psychological Sciences, Monash University, Clayton, Victoria, Australia
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Lemaitre M, Christin-Maitre S, Kerlan V. Polycystic ovary syndrome and adipose tissue. ANNALES D'ENDOCRINOLOGIE 2023; 84:308-315. [PMID: 36623807 DOI: 10.1016/j.ando.2022.11.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Accepted: 11/30/2022] [Indexed: 01/09/2023]
Abstract
Polycystic ovary syndrome (PCOS) is the most common endocrine metabolic disorder in women of reproductive age. Typically, it is associated with ovulatory dysfunction: dysovulation or anovulation, and symptoms of hyperandrogenism. It incurs risk of metabolic disorders such as diabetes, dyslipidemia and fatty liver. As a key endocrine organ in metabolic homeostasis, adipose tissue is often implicated in these complications. Studies of white adipose tissue (WAT) in PCOS have focused on the mechanism of insulin resistance in this tissue. Clinically, abnormalities in WAT distribution are seen, with decreased waist-to-hip ratio and increased ratio of adipose to lean mass. Such abnormalities are greater when total circulating androgens are elevated. At tissue level, white adipocyte hyperplasia occurs, along with infiltration of macrophages. Secretion of adipokines, cytokines and chemo-attractant proteins is increased in a pro-inflammatory manner, leading to reduced insulin sensitivity via alteration of glucose transporters, and hence decreased glucose uptake. The kinetics of non-esterified fatty acids (or free fatty acids) is also altered, leading to lipotoxicity. In recent years, brown adipose tissue (BAT) has been studied in women with PCOS. Although abundance is low in the body, BAT appears to play a significant role in energy expenditure and metabolic parameters. Both supra-clavicular skin temperature, which reflects BAT activity, and BAT mass are reduced in women with PCOS. Moreover, BAT mass and body mass index (BMI) are inversely correlated in patients. In the adipocyte, increased total circulating androgen levels reduce expression of uncoupling protein 1 (UCP1), a key protein in the brown adipocyte, leading to reduced biogenesis and mitochondrial respiration and hence a reduction in post-prandial thermogenesis. BAT is currently being investigated as a possible new therapeutic application.
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Affiliation(s)
- Madleen Lemaitre
- CHU Lille, Department of Diabetology, Endocrinology, Metabolism and Nutrition, Lille University Hospital, 59000 Lille, France.
| | - Sophie Christin-Maitre
- Center for rare endocrine diseases of growth and development, ERN-HCP, Sorbonne University, Endocrinology, Diabetology and Reproductive Medicine, Saint-Antoine Hospital, AP-HP, 75012 Paris, France
| | - Véronique Kerlan
- CHU Brest, Department of Diabetology and Endocrinology, Brest University Hospital, 29200 Brest, France
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Muacevic A, Adler JR. Diabetes, Polycystic Ovarian Syndrome, Obstructive Sleep Apnea, and Obesity: A Systematic Review and Important Emerging Themes. Cureus 2022; 14:e26325. [PMID: 35911341 PMCID: PMC9314268 DOI: 10.7759/cureus.26325] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 06/25/2022] [Indexed: 11/05/2022] Open
Abstract
Type 2 diabetes mellitus (DM), polycystic ovarian syndrome (PCOS), obstructive sleep apnea (OSA), and obesity represent four large and growing patient populations. A great deal of scientific and clinical knowledge has been developed for them individually, and significant advancements made. Taken as a group, however, the interrelationships are not as well understood. The purpose of this systematic review is to identify the body of existing research that ties them together and then to identify and discuss the prevailing themes, particularly for cause-and-effect mechanisms. PubMed, Google Scholar, and ScienceDirect were used to identify systematic reviews and meta-analysis articles to establish the broadest reach. Initially, 434 articles were carefully screened, out of which 22 most relevant studies were reviewed. Five important themes were distilled from these papers based on continued and consistent emphasis in the literature. These themes include topics such as the importance of considering visceral obesity rather than Body Mass Index (BMI), the most effective treatment approaches, including mounting support for melatonin and circadian rhythm management, the results of OSA in its feed-forward contribution to hormone imbalance, the role of non-obesity-related risk factors to PCOS and OSA such as age and genetic predisposition, and growing evidence to suggest the importance of mental health as a comorbidity in addition to the more traditional ones such as cardiovascular pathology. A new framework for investigating the interaction across these four disorders is offered that includes a revised perspective on the specific role of PCOS, perhaps being further upstream relative to the others. There currently exists a lack of well-designed randomized controlled trials in this particular area of medicine, an endeavor we believe could result in significant value, particularly as it relates to treatment approaches.
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