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Jiang L, Zeng T, Wu M, Yang L, Zhao M, Yuan M, Zhu Z, Lang X. Infertility psychological distress in women undergoing assisted reproductive treatment: A grounded theory study. J Clin Nurs 2024; 33:3642-3658. [PMID: 38716811 DOI: 10.1111/jocn.17195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2023] [Revised: 04/03/2024] [Accepted: 04/17/2024] [Indexed: 08/09/2024]
Abstract
BACKGROUND While there exists an ample body of research in international contexts focused on the characterization and quantification of infertility psychological distress, the level of scholarly scrutiny directed towards this phenomenon within the context of China remains scant. AIMS AND OBJECTIVES To investigate the formation and developmental processes of psychological distress associated with infertility and infertility treatment among women within the Chinese cultural context and to construct a theoretical framework that elucidates this phenomenon. DESIGN Qualitative approach with grounded theory methodology. METHODS This study was conducted within the reproductive medicine department of a tertiary-level hospital located in central China from May to August 2023. Twenty-seven women who experienced infertility and underwent assisted reproductive treatment (ART) were interviewed. The interview sessions spanned durations ranging from 20 min to 1 h and 35 min. Data analysis included open coding, axial coding and selective coding. The study is reported using the COREQ checklist. RESULTS The infertility psychological distress experienced by women undergoing ART is a socially constructed phenomenon influenced by a dynamic interplay of forces that construct and conciliate it. The formation and progression of infertility psychological distress are rooted in the process of self-construction. A Middle-Ranged Theory titled 'self-reconstruction under the dome of infertility and infertility treatment' (SUDIT theory) was developed to explain this phenomenon. Within this framework, infertility psychological distress manifests across three distinct phases under the gambling of the constructive force and conciliative force: (1) distress of disrupting the former self; (2) distress linked to the struggling present self; and (3) the renewed-self harmonized with distress. CONCLUSIONS It is imperative for healthcare professionals and policymakers to acknowledge the socially constructed nature of infertility psychological distress, and proactively implement measures aimed at ameliorating it. PATIENT OR PUBLIC CONTRIBUTION No patient or public contribution.
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Affiliation(s)
- Lingjun Jiang
- Department of Nursing, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- School of Nursing, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Tieying Zeng
- Department of Nursing, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Meiliyang Wu
- Department of Nursing, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Liu Yang
- Department of Nursing, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Meizhen Zhao
- Department of Nursing, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Mengmei Yuan
- Department of Nursing, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Zining Zhu
- Department of Nursing, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- School of Nursing, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xi Lang
- Department of Nursing, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- School of Nursing, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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Hong Y, Jin X, Shi L. Association between polyunsaturated fatty acids and depression in women with infertility: a cross-sectional study based on the National Health and Nutrition Examination Survey. Front Psychiatry 2024; 15:1345815. [PMID: 39015886 PMCID: PMC11249730 DOI: 10.3389/fpsyt.2024.1345815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Accepted: 06/11/2024] [Indexed: 07/18/2024] Open
Abstract
Background Identifying possible influencing factors is crucial for the depression symptoms of women experiencing infertility. This study aims to explore the association between polyunsaturated fatty acids (PUFAs) and the odds of depression symptoms in women experiencing infertility. Methods This is a cross-sectional study based on the National Health and Nutrition Examination Survey (NHANES). PUFA intake was obtained through a 24-h dietary recall interview. Depression symptoms were defined using the Patient Health Questionnaire-9 (PHQ-9) with a score of ≥10 points or as taking antidepressants. The association between PUFA and depression was assessed using a logistic regression model by calculating the odds ratio (OR) with 95% confidence interval (CI). Subgroup analysis was carried out based on menopausal status and female hormone use. Results There were 725 participants included for analysis. After adjusting the covariables, lower odds of depression symptoms were found in patients with the intake of omega-3 PUFA (OR = 0.48, 95% CI: 0.24-0.96) and omega-6 PUFA (OR = 0.24, 95% CI: 0.14-0.42) in the second tertile (T2) in comparison to the first tertile (T1). The intake of α-linolenic (ALA) (OR = 0.48, 95% CI: 0.23-0.97) and linoleic acid (OR = 0.24, 95% CI: 0.14-0.41) in T2 was also found to be related to the reduced odds of depression symptoms in comparison to T1. Conclusions Our findings suggest a potential association between moderate omega-3 and omega-6 PUFA intake and a reduced risk of depression symptoms in women experiencing infertility. This implies that clinicians might find it useful to consider dietary advice that includes PUFA-rich foods as part of a broader strategy to address mental health in this patient group. However, further research is needed to confirm these preliminary findings and to establish the optimal levels of PUFA intake for mental health benefits.
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Affiliation(s)
- Yan Hong
- Department of Traditional Chinese Medicine, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Xia Jin
- Department of Gynaecology and Obstetrics, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Lihong Shi
- Department of Reproductive Medicine, Tongji Hospital, School of Medicine, Tongji University, Shanghai, China
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Salari N, Babajani F, Hosseinian-Far A, Hasheminezhad R, Abdoli N, Haydarisharaf P, Mohammadi M. Global prevalence of major depressive disorder, generalized anxiety, stress, and depression among infertile women: a systematic review and meta-analysis. Arch Gynecol Obstet 2024; 309:1833-1846. [PMID: 38459997 DOI: 10.1007/s00404-024-07444-y] [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: 12/04/2023] [Accepted: 02/16/2024] [Indexed: 03/11/2024]
Abstract
BACKGROUND In recent years, the global prevalence of infertility has increased among women (Talmor and Dunphy, Best Pract Res Clin Obstet Gynaecol 29(4):498-506, 2015) and is considered as a public health concern. One of the impacts of infertility is mental health problems in the patients, which can lead to complications such as stress, anxiety, and depression. The aim of this study is to investigate the global prevalence of major depressive disorder, general anxiety, stress, and depression in infertile women through a systematic review and meta-analysis. METHODS To identify studies that have reported the prevalence of major depressive disorder, generalized anxiety, stress, and depression in infertile women, the PubMed, Scopus, Web of Science, Embase, ScienceDirect, and Google Scholar repositories were systematically searched. Articles published up until February 2023 were included, while no lower time limit was imposed in the search strategy. Heterogeneity of studies was examined using the I2 test and, thus, random-effects model was used to perform the analysis. Data analysis was conducted within the Comprehensive Meta-Analysis (v.2) software. RESULTS In the review of 44 studies with a sample size of 53,300 infertile female patients, the overall prevalence of major depressive disorder (clinical depression), generalized anxiety, stress, and depression was found to be 22.9%, 13.3%, 78.8%, and 31.6% respectively. It was also found that mental health complications are more prevalent among infertile women in Asia (continent). CONCLUSION Considering the prevalence of mental disorders among infertile women, health policymakers can use the results of the present meta-analysis to pay more attention to the mental health of infertile women and devise suitable interventions and programs to reduce and prevent the spread of psychological disorders among infertile women.
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Affiliation(s)
- Nader Salari
- Department of Biostatistics, School of Health, Kermanshah University of Medical Sciences, Kermanshah, Iran
- Sleep Disorders Research Center, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Fateme Babajani
- Department of Clinical Psychology, School of Medicine, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Amin Hosseinian-Far
- Department of Business Systems and Operations, University of Northampton, Northampton, UK
| | - Razie Hasheminezhad
- Student Research Committee, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Nasrin Abdoli
- Department of Psychiatry, Substance Abuse Prevention Research Center, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Parisa Haydarisharaf
- Student Research Committee, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Masoud Mohammadi
- Cellular and Molecular Research Center, Gerash University of Medical Sciences, Gerash, Iran.
- Department of Epidemiology and Biostatistics, School of Health, Isfahan University of Medical Sciences, Isfahan, Iran.
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Wang Z, Xiao T, Qi G. The moderating effect of dietary selenium intake on the risk of infertility-associated depressive symptoms in female. J Obstet Gynaecol Res 2024; 50:899-908. [PMID: 38423990 DOI: 10.1111/jog.15912] [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: 12/26/2023] [Accepted: 02/12/2024] [Indexed: 03/02/2024]
Abstract
AIM To analyze the associations between infertility or dietary selenium intake and depressive symptoms as well as the role of selenium intake on the association between infertility and depressive symptoms in women. METHODS This study retrieved the data of 4949 women from National Health and Nutrition Examination Survey (NHANES) database. Univariable and multivariable weighted logistic regression analyses were applied to assess the associations of selenium intake or infertility with the risk of depressive symptoms as well as the regulation of selenium intake on the risk of depressive symptoms related to infertility. RESULTS The elevated risk of depressive symptoms was found in participants with infertility (odds ratio [OR] = 1.54, 95% confidence interval [CI]: 1.11-2.15). The risk of depressive symptoms was reduced in women with selenium intake ≥55 μg (OR = 0.64, 95%CI: 0.46-0.90). Compared with women without infertility who had selenium intake <55 μg, those with infertility and had selenium intake <55 μg were associated with elevated risk of depressive symptoms after adjusting for confounding factors (OR = 2.01, 95%CI: 1.03-3.90). The risk of depressive symptoms was not significantly increased in women with infertility who had selenium intake ≥55 μg in comparison with subjects without infertility who had selenium intake ≥55 μg (p > 0.05). CONCLUSION Selenium intake regulated the association between infertility and depressive symptoms.
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Affiliation(s)
- Zhuran Wang
- Second School of Clinical Medicine, Guangzhou University of Chinese Medicine, Shenzhen, China
- Department of Traditional Chinese Medicine, Shenzhen Key Laboratory of Reproductive Immunology for Peri-implantation, Shenzhen Zhongshan Institute for Reproductive Medicine and Genetics, Shenzhen Zhongshan Obstetrics & Gynecology Hospital (formerly Shenzhen Zhongshan Urology Hospital), Guangzhou, China
| | - Ting Xiao
- Department of Traditional Chinese Medicine, Shenzhen Key Laboratory of Reproductive Immunology for Peri-implantation, Shenzhen Zhongshan Institute for Reproductive Medicine and Genetics, Shenzhen Zhongshan Obstetrics & Gynecology Hospital (formerly Shenzhen Zhongshan Urology Hospital), Guangzhou, China
| | - Guanglan Qi
- Department of Traditional Chinese Medicine, Shenzhen Key Laboratory of Reproductive Immunology for Peri-implantation, Shenzhen Zhongshan Institute for Reproductive Medicine and Genetics, Shenzhen Zhongshan Obstetrics & Gynecology Hospital (formerly Shenzhen Zhongshan Urology Hospital), Guangzhou, China
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Jiang Z, Hou S, Zhang Y, Zong L. The mediating and moderating effects of resilience on the relationship between sleep quality and psychological distress in Chinese women with infertility. BMC Womens Health 2024; 24:192. [PMID: 38515092 PMCID: PMC10956316 DOI: 10.1186/s12905-024-03018-x] [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: 06/15/2023] [Accepted: 03/12/2024] [Indexed: 03/23/2024] Open
Abstract
BACKGROUND Research has widely indicated that the psychological distress experienced by infertile patients during fertility treatments may have a negative effect on the results of assisted reproduction. Although numerous studies have shown that psychological resilience and sleep quality are important influencing factors for psychological distress, the mediating mechanisms of psychological resilience in the relationship between sleep quality and psychological distress for Chinese women in particular remain unclear. Therefore, the current study investigates the association between sleep quality, resilience, and psychological distress in Chinese women with infertility and examines the mediating and moderating roles of resilience on the relationship between sleep quality and psychological distress. METHODS In this cross-sectional study, a total of 595 women with infertility who were undergoing IVF-ET were recruited at the Reproductive Medicine, Shandong University, from April to November 2019. Participants were instructed to complete four questionnaires, including a questionnaire about socio-demographic and clinical-related information, the Pittsburgh Sleep Quality Index (PSQI), the 10-item Connor-Davidson Resilience Scale (CD-RISC-10), and the Kessler-10 (K10). Pearson's correlation analysis was conducted preliminarily to describe the relationships between sleep quality, resilience, and psychological distress. A mediation model and a moderated model were constructed and analyzed using the PROCESS macro for SPSS. The Johnson-Neyman (J-N) technique was then used to identify the regions of significance across the levels of moderator values. RESULTS Patients in the sample had a high prevalence of psychological distress (48.6%, K10 scores > 22), and mediation analysis indicated that resilience played a partially mediating role in the relationship between sleep quality and psychological distress (indict effect = 0.072, P < 0.001). Moderation analysis indicated that resilience also moderated the association between sleep quality and psychological distress. CONCLUSIONS Resilience may play a key role in the relationship between sleep quality and psychological distress. Our findings imply that resilience training may therefore be an effective component of psychological distress intervention in women with infertility.
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Affiliation(s)
- Zhenhua Jiang
- The Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jingshi Road, Jinan, 250014, Shandong, China
| | - Sen Hou
- The Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jingshi Road, Jinan, 250014, Shandong, China
| | - Yajie Zhang
- Jinan Maternity and Child Care Hospital, Jingsan Road, Jinan, 250000, Shandong, China
| | - Liping Zong
- Jinan Maternity and Child Care Hospital, Jingsan Road, Jinan, 250000, Shandong, China.
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Bueno-Sánchez L, Alhambra-Borrás T, Gallego-Valadés A, Garcés-Ferrer J. Psychosocial Impact of Infertility Diagnosis and Conformity to Gender Norms on the Quality of Life of Infertile Spanish Couples. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2024; 21:158. [PMID: 38397648 PMCID: PMC10888361 DOI: 10.3390/ijerph21020158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 01/25/2024] [Accepted: 01/29/2024] [Indexed: 02/25/2024]
Abstract
Epidemiological data show that human reproductive disorders are a common problem worldwide, affecting almost one in six people of reproductive age. As a result, infertility has been identified by the World Health Organization as a public health disease. Reproductive problems can take a heavy toll on the psychosocial well-being of couples suffering from infertility. This is especially true for women, who tend to be the ones who undergo the most treatment. The main objective of the present study is to find out whether a sex-based infertility diagnosis influences the quality of life of couples with infertility. Also, we aim to find out whether the degree of adherence to gender norms influences their quality of life. A cross-sectional study was conducted using the Fertility Quality of Life Questionnaire (FertiQoL) and the Conformity to Feminine and Masculine Norms Inventories in a sample of 219 infertile Spanish couples (438 participants). The results show that, in all cases, regardless of the degree of conformity to gender norms and whether the infertility diagnosis was of female or male origin, women have lower scores on the self-perceived quality of life. This suggests that being female is already a psychosocial risk factor when assessing the psychosocial consequences of infertility.
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Affiliation(s)
- Lidia Bueno-Sánchez
- Polibienestar Research Institute, Universitat de València, 46022 València, Spain; (T.A.-B.); (A.G.-V.); (J.G.-F.)
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Akbari R, Panahi Z, Ghaemi M, Hantoushzadeh S. The knowledge domain and emerging trends in the infertility field: A 67-year retrospective study. Health Care Women Int 2024:1-31. [PMID: 38231619 DOI: 10.1080/07399332.2024.2304110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 01/08/2024] [Indexed: 01/19/2024]
Abstract
Infertility is a significant problem influencing many couples. Our purpose was to assess the field of infertility in Obstetrics and Gynecology from 1955 to 2022 reviewing 3575 documents found in the Web of Science database. Most articles were in the areas of Reproductive Biology, Fertility, Endometriosis & Hysterectomy, and Chromosome Disorders. We found publication has increased dramatically since 1989. Agarwal, Thomas, and Sharma; United States, England, and Canada; Fertility and Sterility, Human Reproduction, and AJOG were the most-cited authors, countries, and journals, respectively. We discovered five substantive clusters: male infertility factors, female infertility factors, causes and treatment of infertility, the consequence of infertility, and assisted reproductive techniques. Using bibliometric review (Co-citation analysis) six research areas were found: semen analysis and sperm morphology, regional differences in the psychological effects of infertility, unexplained infertility, endometriosis, diagnosis and treatment of infertility, and polycystic ovary syndrome. Despite advances in understanding infertility, further research is needed.
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Affiliation(s)
- Razieh Akbari
- Department of Gynecology and Obstetrics, School of Medicine, Tehran University of Medical Sciences, Tehran, Islamic Republic of Iran
| | - Zahra Panahi
- Department of Gynecology and Obstetrics, School of Medicine, Tehran University of Medical Sciences, Tehran, Islamic Republic of Iran
| | - Marjan Ghaemi
- Department of Gynecology and Obstetrics, School of Medicine, Tehran University of Medical Sciences, Tehran, Islamic Republic of Iran
| | - Sedigheh Hantoushzadeh
- Vali-e-Asr Reproductive Health Research Center, Family Health Research Institute, Tehran University of Medical Sciences, Tehran, Islamic Republic of Iran
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Bagade T, Mersha AG, Majeed T. The social determinants of mental health disorders among women with infertility: a systematic review. BMC Womens Health 2023; 23:668. [PMID: 38093258 PMCID: PMC10720205 DOI: 10.1186/s12905-023-02828-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 12/04/2023] [Indexed: 12/17/2023] Open
Abstract
INTRODUCTION Infertility is associated with mental health disorders in women, even if a successful pregnancy resolves infertility. However, the link between social determinants of health (SDoH) and mental health in women with infertility is not well understood. We aimed to investigate the determinants thoroughly so that mental health screening and services can be tailored to suit women with infertility who are vulnerable to mental health disorders. METHODOLOGY All observational studies that included women participants of reproductive age with infertility and assessed social determinants associated with mental health disorders were searched using a combination of keywords from MEDLINE, EMBASE, CINAHL, PsycINFO, Scopus, and Web of Science databases and published in English. Two reviewers conducted screening, data extraction, quality assessment and risk of bias. The protocol was registered on PROSPERO (number CRD42022343962). RESULTS The systematic review included 32 studies out of 3405 screened articles from January 1st 2010 to 16th October 2023. Compared to women without infertility, the prevalence of mental health disorders, including anxiety, depression, psychological distress, and stress, is high among women with infertility, with the severity being influenced by social determinants-those with higher education, employment, higher personal or family income, private health insurance, higher social support, stronger religious beliefs, and higher spiritual well-being reported better mental health outcomes. CONCLUSION The study highlights the need for early detection, tailored interventions, and integrated and comprehensive support systems to address the mental health needs of women with infertility and improve their well-being.
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Affiliation(s)
- Tanmay Bagade
- School of Medicine and Public Health, College of Health, Medicine, and Wellbeing, The University of Newcastle, Callaghan, NSW, 2285, Australia.
| | - Amanual Getnet Mersha
- School of Medicine and Public Health, College of Health, Medicine, and Wellbeing, The University of Newcastle, Callaghan, NSW, 2285, Australia
| | - Tazeen Majeed
- School of Medicine and Public Health, College of Health, Medicine, and Wellbeing, The University of Newcastle, Callaghan, NSW, 2285, Australia
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Thanscheidt CL, Wischmann T. Systematic Review: Risk Factors of Anxiety, Depressiveness, and (Lack of) Social Support in Women and Men Prior to Assisted Reproduction. Geburtshilfe Frauenheilkd 2023; 83:1350-1360. [PMID: 37928411 PMCID: PMC10624543 DOI: 10.1055/a-2166-4374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 08/19/2023] [Indexed: 11/07/2023] Open
Abstract
This review provides a systematic overview of the state of knowledge to date of psychosocial risk factors with a focus on anxiety, depressiveness, and (lack of) social support among involuntarily childless women and men prior to assisted reproduction. The databases PubMed, PubPsych, PsycINFO-Ebsco, and Web of Science were searched for relevant publications in English or German, and finally a total of 20 publications were included in the systematic review. Of these, 18 studies focused on depressiveness, 15 studies focused on anxiety, and 9 studies focused on social support. Half of the studies included both men and women, while the other half included only women. Due to the large heterogeneity of the study results as well as limitations, no clear conclusions can be drawn regarding a difference between the risk profiles of men and women with an unfulfilled desire to have children. However, it has been shown that infertile couples or women experience higher levels of stress in the form of depressiveness and anxiety compared to fertile participants. Furthermore, it was found that social support, regardless of gender difference, within the couple and from family and friends may be associated with a lower risk for depressiveness and anxiety.
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Affiliation(s)
| | - Tewes Wischmann
- Institut für Medizinische Psychologie, Universitätsklinikum Heidelberg, Heidelberg, Germany
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Riddle JN, Hopkins T, Yeaton-Massey A, Hellberg S. No Baby to Bring Home: Perinatal Loss, Infertility, and Mental Illness-Overview and Recommendations for Care. Curr Psychiatry Rep 2023; 25:747-757. [PMID: 37878138 DOI: 10.1007/s11920-023-01469-x] [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] [Accepted: 10/02/2023] [Indexed: 10/26/2023]
Abstract
PURPOSE OF REVIEW Update readers on the state of the research on mental health, perinatal loss, and infertility with a focus on providing a comprehensive overview to empower clinicians in treating this population. RECENT FINDINGS Rates of psychiatric illness are increased in people that experience perinatal loss and infertility. The research remains largely below the clear need for focused screening, prevention, and treatment. Clinicians and researchers need to remain attuned to the impact of perinatal loss and infertility on the mental health of patients and families. Screening, referral, and expanded therapeutic and psychiatric resources are imperative to improving the well-being of these patients and families.
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Affiliation(s)
- Julia N Riddle
- Department of Psychiatry, University of North Carolina School of Medicine, Chapel Hill, USA.
| | - Tiffany Hopkins
- Department of Psychiatry, University of North Carolina School of Medicine, Chapel Hill, USA
| | - Amanda Yeaton-Massey
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of California, San Francisco, USA
| | - Samantha Hellberg
- Department of Psychology and Neuroscience, University of North Carolina, Chapel Hill, NC, USA
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Pan Q, Shen X, Li H, Zhu B, Chen D, Pan J. Depression score mediate the association between a body shape index and infertility in overweight and obesity females, NHANES 2013-2018. BMC Womens Health 2023; 23:471. [PMID: 37660004 PMCID: PMC10475194 DOI: 10.1186/s12905-023-02622-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2023] [Accepted: 08/25/2023] [Indexed: 09/04/2023] Open
Abstract
BACKGROUND Overweight and obese females demonstrate a significantly increased risk of anovulatory infertility. This study aims to investigate whether depression score could mediate the association between a body shape index (ABSI) and infertility, especially in overweight and obese population. METHODS We included 5431 adult female Americans from the National Health and Nutrition Examination Survey (NHANES, 2013-2018) database. ABSI manifested the body shape using waist circumference, weight, and height. Infertility or fertility status was defined by interviewing female participants aged ≥ 18 through the reproductive health questionnaires. Depression symptoms were assessed using the Patient Health Questionnaire-9 (PHQ-9) with total scores between 0 and 27. To investigate the association of infertility with ABSI and other individual components, survey-weighted multivariable logistic regression was performed. Mediation analysis of PHQ-9 score was conducted to disentangle the pathways that link ABSI to infertility among the NHANES participants. RESULTS 596 (10.97%) females were categorized with having infertility among 5431 participants. Participants with infertility showed higher ABSI and PHQ-9 score, appearing greater population proportion with depression symptoms. In the multivariable logistic regression model, ABSI (adjusted odds ratio = 0.14, 95% CI: 0.04 to 0.50) and PHQ-9 (adjusted odds ratio = 1.04, 95% CI: 1.01 to 1.07) were positively associated with infertility. PHQ-9 score was estimated to mediate 0.2% (P = 0.03) of the link between ABSI and infertility in all individuals, but to mediate 13.5% (P < 0.01) of the ABSI-infertility association in overweight and obese adult females. CONCLUSION The association between ABSI and infertility seems to be mediated by depression symptoms scored by PHQ-9, especially in those adult females with overweigh and obesity. Future studies should be implemented to further explore this mediator in ABSI-infertility link.
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Affiliation(s)
- Qiangwei Pan
- Department of Reproductive Endocrinology, Wenzhou People's hospital, Wenzhou, 325000, China
- Department of Gynecology, Wenzhou People's hospital, Wenzhou, 325000, China
| | - Xiaolu Shen
- Department of Reproductive Endocrinology, Wenzhou People's hospital, Wenzhou, 325000, China
| | - Hongfeng Li
- Department of Gynecology, the Affiliated People's Hospital of Ningbo University, Ningbo, 315000, China
| | - Bo Zhu
- Department of Reproductive Endocrinology, Wenzhou People's hospital, Wenzhou, 325000, China
| | - Dake Chen
- Department of Urology Surgery, Wenzhou People's hospital, Wenzhou, 325000, China
| | - Jiajia Pan
- Department of Gynecology, Wenzhou People's hospital, Wenzhou, 325000, China.
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Saadedine M, Faubion SS, Kling JM, Kuhle C, Shufelt CL, Mara K, Enders F, Kapoor E. History of infertility and sexual dysfunction in midlife women: Is there a link? J Sex Med 2023; 20:1188-1194. [PMID: 37537692 PMCID: PMC10472170 DOI: 10.1093/jsxmed/qdad097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 05/16/2023] [Accepted: 06/26/2023] [Indexed: 08/05/2023]
Abstract
BACKGROUND Infertility has been linked with an increased risk of sexual dysfunction in reproductive-aged women, with longer periods of infertility associated with a greater risk. AIM The study's aim was to examine whether a history of infertility treatment in women is linked to sexual dysfunction during midlife. METHODS The cross-sectional study was conducted among sexually active women, between the ages of 45 and 65 years, who sought consultation at the women's health clinics at a US tertiary care center. History of infertility treatment was assessed with a single question that asked participants if they were treated for infertility in the past. The association between a history of infertility treatment and sexual dysfunction-which was diagnosed by a combination of Female Sexual Function Index score ≤26.55 and Female Sexual Distress Scale-Revised score ≥11-was assessed in a multivariable logistic regression model that adjusted for multiple confounders. OUTCOMES The primary outcome was sexual dysfunction in midlife women. RESULTS The analysis included 5912 women, with a mean age of 54.1 years. Nearly 16% of women reported receiving treatment for infertility. More than half the women (55%) had sexual dysfunction: 56.3% of those with previous fertility treatments and 54.4% of those without any fertility treatment (P = .3). Receiving treatment for infertility in the younger years did not significantly increase the odds of sexual dysfunction in midlife in univariate (odds ratio, 1.08; 95% CI, 0.94-1.24; P = .3) and multivariable analyses (odds ratio, 1.11; 95% CI, 0.96-1.29; P = .17). CLINICAL IMPLICATIONS While infertility is known to be predictive of sexual dysfunction in women during their reproductive years, there was no association between a history of infertility treatment and sexual dysfunction in midlife women in the current study. STRENGTHS AND LIMITATIONS The study used validated questionnaires accounting for sexual complaints and distress and adjusted for multiple confounding factors. Limitations include the selection bias introduced by the study of women presenting for evaluation of sexual dysfunction, which may have been a result of factors stronger than the influence of infertility. Other limitations include the study's cross-sectional nature with suboptimal racial and ethnic representation. CONCLUSION Although infertility is commonly associated with female sexual dysfunction in women of reproductive age, the association was not present in midlife women in the current 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
| | - Juliana M Kling
- Center for Women’s Health, Mayo Clinic, Rochester, MN, 55905, United States
- Division of Women’s Health Internal Medicine, Mayo Clinic, Scottsdale, AZ, 85259, United States
| | - Carol Kuhle
- Center for Women’s Health, Mayo Clinic, Rochester, MN, 55905, United States
- Division of General Internal Medicine, Mayo Clinic, Rochester, MN, 55905, United States
| | - Chrisandra L Shufelt
- Division of General Internal Medicine, Mayo Clinic, Jacksonville, FL, 32224, United States
- Center for Women’s Health, Mayo Clinic, Rochester, MN, 55905, United States
| | - Kristin Mara
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MN, 55905, United States
| | - Felicity Enders
- Department of Quantitative Health Sciences, 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
- Women’s Health Research Center, Mayo Clinic, Rochester, MN, 55905, United States
- Division of Endocrinology, Diabetes, Metabolism, and Nutrition, Mayo Clinic, Rochester, MN, 55905, United States
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Zhang L, Gu W, Jing X, Zhi S, Zhou N, Zhang L, Wang W, Jiang Y. Predicting the dyadic coping through self-esteem among infertile couples undergoing in vitro fertilization and embryo transfer: An actor-partner interdependence model. Front Psychol 2023; 14:1127464. [PMID: 37609490 PMCID: PMC10442154 DOI: 10.3389/fpsyg.2023.1127464] [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: 12/19/2022] [Accepted: 03/02/2023] [Indexed: 08/24/2023] Open
Abstract
Background The population of infertile couples receiving in vitro fertilization and embryo transfer in China is increasing gradually. The association of self-esteem and dyadic coping of infertile couples undergoing in vitro fertilization and embryo transfer has not been reported. This investigation aimed to examine the predictive effect of self-esteem of infertile couples undergoing in vitro fertilization and embryo transfer on coping strategies at the dyadic level. Methods A cross-sectional study involving 283 infertile couples was conducted at the Reproductive Center of Northwest Women and Children's Hospital in China. Participants were asked to complete two self-administered questionnaires, to assess self-esteem (Rosenberg Self-Esteem Scale) and dyadic coping (Dyadic Coping Inventory). Paired t-test and Pearson correlation were used to analyze the difference and correlation of variables between wife and husband. The actor-partner interdependence model was used to test the predictive effect of each individual's self-esteem on their own and their partners' dyadic coping. Results Infertile couples' self-esteem and dyadic coping are in the medium range. The self-esteem of wives and husbands can fully predict their own dyadic coping. Meanwhile, the husband's self-esteem can predict the wife's stress communication (β = 0.135, p = 0.025), support dyadic coping (β = 0.142, p = 0.019), and negative dyadic coping (β = 0.133, p = 0.024), and the wife's perceived partners' supportive dyadic coping (β = 0.147, p = 0.014) and negative dyadic coping (β = 0.144, p = 0.016). Similarly, the wife's self-esteem can predict the husband's supportive dyadic coping (β = 0.195, p < 0.001), and the husband's perceived partners' stress communication (β = 0.184, p = 0.003) and supportive dyadic coping (β = 0.180, p = 0.002). Conclusion The actor-partner analyses revealed insight into how infertile couples undergoing in vitro fertilization and embryo transfer interact and highlighted the importance of self-esteem in dyadic coping styles. Future psychological interventions can enhance self-esteem as an effective way to improve dyadic coping of infertile couples.
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Affiliation(s)
- Lihong Zhang
- School of Nursing, Health Science Center, Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Wei Gu
- School of Nursing, Health Science Center, Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Xiaoyu Jing
- Gynecologic & Reproductive Ward, Northwest Women’s and Children’s Hospital, Xi’an, Shaanxi, China
| | - Shihan Zhi
- School of Nursing, Health Science Center, Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Nan Zhou
- School of Nursing, Health Science Center, Xi’an Jiaotong University, Xi’an, Shaanxi, China
| | - Lu Zhang
- Medical College, Xijing University, Xi’an, Shaanxi, China
| | - Wenru Wang
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Ying Jiang
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
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Yang T, Wongpakaran N, Wongpakaran T, Saeng-Anan U, Singhapreecha C, Jenraumjit R, Peisah C. Factors Associated with Depression in Infertile Couples: A Study in Thailand. Healthcare (Basel) 2023; 11:2004. [PMID: 37510445 PMCID: PMC10379005 DOI: 10.3390/healthcare11142004] [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: 05/13/2023] [Revised: 06/26/2023] [Accepted: 07/10/2023] [Indexed: 07/30/2023] Open
Abstract
BACKGROUND Infertility can affect a couple's mental health and marital and social relationships. The study aimed to investigate the prevalence of depression among infertile couples and their relationships with other factors. METHODS This study employed a cross-sectional survey. Validated tools were used to assess anxiety and depression, marital satisfaction, personality traits and sufficiency economy. The actor-partner interdependence model (APIM) was used for dyadic analysis. RESULTS The prevalence of depression in infertile couples was 6.7%. Aggression, extraversion and neuroticism were significantly correlated with depression, whereas the expectation of having children, marital satisfaction and sufficiency economy were negatively correlated with depression. The APIM model suggested that neuroticism and marital satisfaction were significant predictors of depression. Partner effect between the expectation of having children and depression was observed (p = 0.039). CONCLUSIONS Like other populations, depression in infertile couples seems to be associated with aggression, extraversion and neuroticism. However, there are specific variables related to infertility that impact the depression levels of these couples. For instance, the expectation of having children can affect the partners of infertile couples, while the role of the sufficiency economy is a new factor that has been examined for depression in this sample and requires further exploration.
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Affiliation(s)
- Tong Yang
- Graduate School, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Nahathai Wongpakaran
- Graduate School, Chiang Mai University, Chiang Mai 50200, Thailand
- Department of Psychiatry, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Tinakon Wongpakaran
- Graduate School, Chiang Mai University, Chiang Mai 50200, Thailand
- Department of Psychiatry, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Ubol Saeng-Anan
- Division of Reproductive Medicine, Department of Obstetrics and Gynecology, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Charuk Singhapreecha
- Graduate School, Chiang Mai University, Chiang Mai 50200, Thailand
- Faculty of Economics, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Rewadee Jenraumjit
- Graduate School, Chiang Mai University, Chiang Mai 50200, Thailand
- Department of Pharmaceutical Care, Faculty of Pharmacy, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Carmelle Peisah
- Graduate School, Chiang Mai University, Chiang Mai 50200, Thailand
- Discipline of Psychiatry and Mental Health, Faculty of Medicine, University of New South Wales, Sydney, NSW 2052, Australia
- Specialty of Psychiatry, Faculty of Medicine and Health, University of Sydney, Sydney, NSW 2006, Australia
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Reisi M, Kazemi A, Abedi MR, Nazarian N. Spouse's coping strategies mediate the relationship between women's coping strategies and their psychological health among infertile couples. Sci Rep 2023; 13:10675. [PMID: 37393323 PMCID: PMC10314934 DOI: 10.1038/s41598-023-37380-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Accepted: 06/21/2023] [Indexed: 07/03/2023] Open
Abstract
Social problems and suffering from the treatment process for infertile couples, especially for women, require the couples to cope with them to balance the infertility crisis. According to the close interactions of the couples with each other, the objective of the present study was to explore a theoretical framework for the relationships between women's coping strategies, spouses' coping strategies, and women's psychological health in infertile couples who were candidates for assisted reproductive technology (ART). This cross-sectional study was carried out on 212 couples undergoing ART. The couples' coping strategies were evaluated using a validated self-report questionnaire. The women's psychological health was assessed using a 21-item stress, anxiety, and depression scale (DASS-21). Statistical analysis was performed using the plug-in application PROCESS macro for SPSS. The direct effect of the women's self-blame and self-focused rumination strategies (p < .0001), and the indirect effect of the women's self-blame on stress and depression by mediating spouses' self-blame and self-focused rumination strategies, was significant. The indirect effect of the women's self-focused rumination on the anxiety and depression levels by mediating spouses' self-blame strategy was significant. The women's self-blame and self-focused rumination strategies had a negative effect on the women's psychological health who were undergoing ART. This negative effect was mediated by the spouse's coping strategies.
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Affiliation(s)
- Marzie Reisi
- School of Nursing and Midwifery, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Ashraf Kazemi
- Nursing and Midwifery Care Research Center, School of Nursing and Midwifery, Isfahan University of Medical Sciences, Hezarjerib AV., Isfahan, Iran.
| | - Mohammad Reza Abedi
- Counseling Department, School of Psychology and Education Sciences, University of Isfahan, Isfahan, Iran
| | - Naser Nazarian
- Social Sciences Department, University of Isfahan, Isfahan, Iran
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Naem A, Laganà AS. Editorial: Minimally invasive surgery as a mean of improving fertility: What do we know so far? Front Surg 2023; 10:1203816. [PMID: 37255744 PMCID: PMC10225725 DOI: 10.3389/fsurg.2023.1203816] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 05/03/2023] [Indexed: 06/01/2023] Open
Affiliation(s)
- Antoine Naem
- Faculty of Mathematics and Computer Science, University of Bremen, Bremen, Germany
- Department of Obstetrics, Gynecology, Gynecologic Oncology, and Senology, Bethesda Hospital Duisburg, Duisburg, Germany
| | - Antonio Simone Laganà
- Unit of Gynecologic Oncology, ARNAS “Civico – Di Cristina – Benfratelli”, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE), University of Palermo, Palermo, Italy
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Wu L, Sun L, Wang J, Sun Y, Zhang X, Huang Y, Lu Y, Cao F. Psychological distress among women undergoing in vitro fertilization-embryo transfer: A cross-sectional and longitudinal network analysis. Front Psychol 2023; 13:1095365. [PMID: 36687877 PMCID: PMC9849569 DOI: 10.3389/fpsyg.2022.1095365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2022] [Accepted: 12/12/2022] [Indexed: 01/07/2023] Open
Abstract
Background Women undergoing in vitro fertilization-embryo transfer (IVF-ET) treatment were generally found to experience varying degrees of psychological distress across the treatment. Existing studies focused on total scores and diagnostic thresholds to characterize the symptoms' severity, which might hinder scientific progress in understanding and treating psychological distress. Aims We aimed to investigate (a) how depression and anxiety symptoms are interconnected within a network, and (b) the changes of the network (symptom connections and network centralities) over time, in women undergoing in vitro fertilization-embryo transfer. Methods A 4-wave longitudinal study was designed with 343 eligible women recruited from the Reproductive Medicine Center of a tertiary hospital in China. The network models were created to explore the relationship and changes between psychopathology symptoms both within and across anxiety and depression, with anxiety measured by the Generalized Anxiety Disorder-7 and depression measured by the Patient Health Questionnaire-9. Symptom network analysis was conducted to evaluate network and network properties, network centrality, and bridge centrality, as well as change trajectory network. Results For the strength centrality, "inability to control worry" and "worrying too much" were the most central symptoms at T1; however, these symptoms decreased. The centrality of "sadness" and "guilt" tended to increase steadily and became dominant symptoms. For bridge centrality indices, several bridge symptoms were identified separately from T1 to T4: "irritability," "concentration difficulties," "nervousness," and "restlessness;" "guilt" exhibited increased bridge symptoms. Furthermore, the change trajectory network indicated that "suicide ideation" became more closely related to guilt but not to worrying too much over time. Conclusion This study provides novel insights into the changes in central features, connections, and bridge symptoms during IVF-ET treatment and identified several bridge symptoms separately at different stages, which could activate the connection between psychopathology symptoms. The results revealed that sense of guilt was associated with worsening psychopathology symptoms, indicating that future psychological interventions should target guilt-related symptoms as a priority.
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Affiliation(s)
- Liuliu Wu
- Department of Health Psychology, School of Nursing and Rehabilitation, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Lijing Sun
- Center for Reproductive Medicine, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Juan Wang
- Department of Health Psychology, School of Nursing and Rehabilitation, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Yaoyao Sun
- Institute of Mental Health, Peking University Sixth Hospital, Beijing, China
| | - Xuan Zhang
- Department of Health Psychology, School of Nursing and Rehabilitation, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Yongqi Huang
- Department of Health Psychology, School of Nursing and Rehabilitation, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Yan’e Lu
- Department of Health Psychology, School of Nursing and Rehabilitation, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China
| | - Fenglin Cao
- Department of Health Psychology, School of Nursing and Rehabilitation, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, China,*Correspondence: Fenglin Cao, ✉
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Bai J, Zheng J, Dong Y, Wang K, Cheng C, Jiang H. Psychological Distress, Dyadic Coping, and Quality of Life in Infertile Clients Undergoing Assisted Reproductive Technology in China: A Single-Center, Cross-Sectional Study. J Multidiscip Healthc 2022; 15:2715-2723. [DOI: 10.2147/jmdh.s393438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 11/22/2022] [Indexed: 11/30/2022] Open
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Associations between Stigma, Cognitive Appraisals, Coping Strategies and Stress Responses among Japanese Women Undergoing Infertility Treatment. Healthcare (Basel) 2022; 10:healthcare10101907. [PMID: 36292354 PMCID: PMC9601508 DOI: 10.3390/healthcare10101907] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Revised: 09/22/2022] [Accepted: 09/27/2022] [Indexed: 11/20/2022] Open
Abstract
The number of infertility treatment cycles in Japan is the highest worldwide. Studies have shown that stigma is a predictor of stress-related symptoms including anxiety and depression in women undergoing infertility treatment. Stress management to prevent stress-related symptoms may be crucial; however, few studies have examined the model of stigma and stress responses. Based on the stress-coping model, we hypothesized that stigma threatens the identity of such women and that coping failure increases stress responses. We aimed to explore the role of cognitive appraisals and coping strategies as mediators of the association between the stigma of infertility and stress responses. In December 2021, we conducted a cross-sectional study in Japan, in which 254 women undergoing infertility treatment completed a web-based survey. Hierarchical multiple regression analysis was conducted to analyze the associations between stigma, cognitive appraisals, coping strategies, and stress responses. The results showed that explanatory power increased with each additional variable in the following order: stigma, cognitive appraisals, and coping. Participants with a high level of stigma evaluated it as threatening, and used self-blame and venting coping strategies, and showed higher stress responses. Conversely, participants who used positive reframing coping strategies exhibited lower stress responses. Based on this, effective strategies to address stigma and stress responses are necessitated.
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Mushtaq A, Mumtaz M, Raza A, Salem N, Yasir MN. Artificial Intelligence-Based Detection of Human Embryo Components for Assisted Reproduction by In Vitro Fertilization. SENSORS (BASEL, SWITZERLAND) 2022; 22:7418. [PMID: 36236516 PMCID: PMC9573355 DOI: 10.3390/s22197418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 09/21/2022] [Accepted: 09/21/2022] [Indexed: 06/16/2023]
Abstract
Assisted reproductive technology is helping humans by addressing infertility using different medical procedures that help in a successful pregnancy. In vitro fertilization (IVF) is one of those assisted reproduction methods in which the sperm and eggs are combined outside the human body in a specialized environment and kept for growth. Assisted reproductive technology is helping humans by addressing infertility using different medical procedures that help in a successful pregnancy. The morphology of the embryological components is highly related to the success of the assisted reproduction procedure. In approximately 3-5 days, the embryo transforms into the blastocyst. To prevent the multiple-birth risk and to increase the chance of pregnancy the embryologist manually analyzes the blastocyst components and selects valuable embryos to transfer to the women's uterus. The manual microscopic analysis of blastocyst components, such as trophectoderm, zona pellucida, blastocoel, and inner cell mass, is time-consuming and requires keen expertise to select a viable embryo. Artificial intelligence is easing medical procedures by the successful implementation of deep learning algorithms that mimic the medical doctor's knowledge to provide a better diagnostic procedure that helps in reducing the diagnostic burden. The deep learning-based automatic detection of these blastocyst components can help to analyze the morphological properties to select viable embryos. This research presents a deep learning-based embryo component segmentation network (ECS-Net) that accurately detects trophectoderm, zona pellucida, blastocoel, and inner cell mass for embryological analysis. The proposed method (ECS-Net) is based on a shallow deep segmentation network that uses two separate streams produced by a base convolutional block and a depth-wise separable convolutional block. Both streams are densely concatenated in combination with two dense skip paths to produce powerful features before and after upsampling. The proposed ECS-Net is evaluated on a publicly available microscopic blastocyst image dataset, the experimental segmentation results confirm the efficacy of the proposed method. The proposed ECS-Net is providing a mean Jaccard Index (Mean JI) of 85.93% for embryological analysis.
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Affiliation(s)
- Abeer Mushtaq
- Department of Primary and Secondary Healthcare, Lahore 54000, Pakistan
| | - Maria Mumtaz
- Department of Primary and Secondary Healthcare, Lahore 54000, Pakistan
| | - Ali Raza
- Department of Primary and Secondary Healthcare, Lahore 54000, Pakistan
| | - Nema Salem
- Electrical and Computer Engineering Department, Effat College of Engineering, Effat University, Jeddah 22332, Saudi Arabia
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