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Xu Y, Hao C, Zhang H, Liu Y, Xue W. Knowledge, attitude, and practice of embryo transfer among women who underwent in vitro fertilization-embryo transfer. Front Cell Dev Biol 2024; 12:1405250. [PMID: 39170915 PMCID: PMC11335635 DOI: 10.3389/fcell.2024.1405250] [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: 05/17/2024] [Accepted: 07/15/2024] [Indexed: 08/23/2024] Open
Abstract
Introduction The infertile patient's knowledge, attitude, and practice (KAP) toward embryo transfer may affect treatment outcomes and the mental health of women who underwent in vitro fertilization-embryo transfer (IVF-ET). This study aimed to investigate the KAP of embryo transfer among women who underwent IVF-ET. Methods This cross-sectional study was conducted on women who underwent IVF-ET at our Hospital between May 2023 and November 2023, using a self-designed questionnaire. Results A total of 614 valid questionnaires were finally included. The mean KAP scores were 19.46 ± 5.06 (possible range: 0 28), 39.41 ± 5.20 (possible range: 12-60), and 48.02 ± 6.75 (possible range: 0-60), respectively. The structural equation model demonstrated that knowledge has a direct effect on attitude (β = 0.27, p < 0.001) and attitude has a direct effect on practice (β = 0.55, p < 0.001) and anxiety (β = 0.59, p < 0.001). Moreover, multivariable linear regression analysis showed that anxiety score [coefficient = 0.09, 95% confidence interval (CI): 0.03-0.16, p = 0.003], BMI (coefficient = 0.09, 95%CI: 0.03-0.16, p = 0.003), education (coefficient = 5.65-6.17, 95%CI: 1.09-10.7, p < 0.05), monthly per capita income (coefficient = 1.20-1.96, 95% CI: 0.21-3.07, p = 0.05), reasons for IVF (coefficient = -1.33-1.19, 95% CI: -2.49-0.09, p < 0.05), and more than 5 years of infertility (coefficient = -1.12, 95% CI: -2.11-0.13, p = 0.026) were independently associated with sufficient knowledge. Knowledge (coefficient = 0.19, 95% CI: 0.12-0.26, p < 0.001), anxiety (coefficient = 0.39, 95% CI: 0.34-0.45, p < 0.001), monthly per capita household income >10,000 (coefficient = 1.52, 95% CI: 0.61-2.43, p < 0.001), and three or more cycles of embryo transfer (coefficient = -2.69, 95% CI: -3.94-1.43, p < 0.001) were independently associated with active attitude. Furthermore, attitude (coefficient = 0.21, 95% CI: 0.11-0.30, p < 0.001) and anxiety (coefficient = 0.57, 95% CI: 0.49-0.65, p < 0.001) were independently associated with proactive practice. Discussion Women who underwent IVF-ET had inadequate knowledge and negative attitudes but proactive practice toward embryo transfer, which were affected by anxiety, income, and reasons for IVF. It is necessary to strengthen the continuous improvement of patient education to improve the management of embryo transfer.
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Affiliation(s)
| | - Cuifang Hao
- Reproductive Medicine Center of Qingdao Women and Children’s Hospital Affiliated with Qingdao University, Qingdao, China
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Ito Y, Nishi D. Antenatal and postpartum depression in women who conceived after infertility treatment: a longitudinal study. J Reprod Infant Psychol 2024:1-13. [PMID: 39044629 DOI: 10.1080/02646838.2024.2380416] [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: 12/12/2023] [Accepted: 06/30/2024] [Indexed: 07/25/2024]
Abstract
BACKGROUND Although the association between a history of infertility treatment and perinatal depression has been investigated, most research has been cross-sectional and has not used diagnostic assessment tools. AIMS This study investigates longitudinally the association between a history of infertility treatment and perinatal depression using WHO-Composite International Diagnostic Interview 3.0 (WHO-CIDI 3.0) and the Edinburgh Postnatal Depression Scale (EPDS). METHODS This study used data (N = 2,435) from the control group of a randomised controlled trial on a sample of pregnant women. Survival analysis was used to examine the influence of infertility treatment on perinatal depressive disorder evaluated by WHO-CIDI 3.0. The EPDS scores at four time points (T1 [baseline]: 14 ± 2 weeks gestation, T2: 32 weeks gestation, T3: 1 week postpartum, T4: 3 months postpartum) were analysed using generalised mixed model analysis. RESULTS The risk of experiencing a major depressive episode evaluated by WHO-CIDI 3.0 did not significantly differ between women conceiving through infertility treatment and those conceiving spontaneously (adjusted hazard ratio = 1.64, p = 0.109). The longitudinal analysis demonstrated that EPDS scores significantly increased at T3 and T4 among women conceiving through infertility treatment compared with those conceiving spontaneously (adjusted estimates of fixed effect from T1 to T3: 1.17, p < 0.01; from T1 to T4: 0.71, p = 0.022). CONCLUSION Women conceiving through infertility treatment were not found to have a higher risk of diagnosable perinatal depressive disorder than those conceiving naturally. However, a history of infertility treatment can marginally increase sub-clinical postpartum depressive symptoms.
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Affiliation(s)
- Yuka Ito
- Department of Mental Health, Graduate School of Medicine, the University of Tokyo, Tokyo , Japan
| | - Daisuke Nishi
- Department of Mental Health, Graduate School of Medicine, the University of Tokyo, Tokyo , Japan
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Si S, Zhao G, Song G, Liu J. Assisted reproductive technologies and postpartum depressive symptoms: A meta-analysis. J Affect Disord 2024; 356:300-306. [PMID: 38583599 DOI: 10.1016/j.jad.2024.03.168] [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: 03/07/2023] [Revised: 03/08/2024] [Accepted: 03/29/2024] [Indexed: 04/09/2024]
Abstract
BACKGROUND Assisted reproductive technologies (ARTs) have become the main treatment for infertility. ART treatment can be a stressful life event for infertile females. Whether there is an association between ARTs and postpartum depressive symptoms (PDS) has not been established. METHODS PubMed, MEDLINE, EMBASE, PsycINFO, and CNKI were searched. The pooled outcome was the difference in incidence of PDS within 1 year postpartum between ARTs and the spontaneous pregnancy group. RESULTS A total of 12 cohort studies, which were conducted in eight developed countries and two developing countries, were involved. In total, 106,338 pregnant women, including 4990 infertile females with ARTs treatment and 101,348 women with spontaneous pregnancy, were enrolled in our final analysis. ARTs women had a lower incidence of PDS compared to the spontaneous pregnancy group according to a random effect model (OR = 0.83, 95 % CI: 0.71-0.97, p = 0.022, I2 = 62.0 %). Subgroup analyses indicated that studies on late PDS (follow-up: 3-12 months postpartum) were more heterogeneous than those on early PDS (follow-up: <3 months postpartum) (I2 = 24.3 % vs. I2 = 0 %, interaction p-value < 0.001). There was a strong relationship between ARTs and late PDS (OR = 0.65, 95 % CI: 0.55-0.77, p < 0.001). Therefore, the possible source of heterogeneity was the postpartum evaluation time, which was confirmed by post-hoc meta-regression. LIMITATIONS Some underlying confounders, such as previous psychiatric illness, the limited availability of ARTs, and ethnic disparities, cannot be ignored and may have biased interpretation of the results. CONCLUSION The available data suggested that ARTs were associated with lower incidence of PDS, especially when follow-up lasted over 3 months. However, these findings should be interpreted with caution. Better-designed trials are needed to confirm this association.
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Affiliation(s)
- Si Si
- Department of Obstetrics, The First Hospital of China Medical University, Shenyang, China
| | - Ge Zhao
- Department of Obstetrics, The First Hospital of China Medical University, Shenyang, China
| | - Guang Song
- Department of Ultrasound, Shengjing Hospital of China Medical University, Shenyang, China
| | - Jing Liu
- Department of Obstetrics, The First Hospital of China Medical University, Shenyang, China.
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Oftedal A, Tsotsi S, Kaasen A, Mayerhofer LJK, Røysamb E, Smajlagic D, Tanbo TG, Bekkhus M. Anxiety and depression in expectant parents: ART versus spontaneous conception. Hum Reprod 2023; 38:1755-1760. [PMID: 37354117 PMCID: PMC10477938 DOI: 10.1093/humrep/dead133] [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: 12/14/2022] [Revised: 06/05/2023] [Indexed: 06/26/2023] Open
Abstract
STUDY QUESTION Do expectant parents experience increased anxiety and depression during pregnancies conceived through ART compared to spontaneous conception? SUMMARY ANSWER Among all expectant parents in the sample, those who conceived through ART reported overall lower levels of anxiety and depression in pregnancy compared to expectant parents who conceived spontaneously, while in the subsample of parents who conceived both through ART and spontaneous conception, expectant mothers experienced increased anxiety and depression in early pregnancy following ART compared to spontaneous conception. WHAT IS KNOWN ALREADY Previous research on expectant parents' psychosocial adjustment in response to ART has found mixed results, with some studies suggesting ART is associated with increased anxiety and depression, and other studies suggesting improved mental health or no relationship. Mixed findings may relate to the use of cross-sectional designs that do not account for confounding differences between groups, or variability in the timing of assessment. STUDY DESIGN, SIZE, DURATION This prospective cohort study used data from the Norwegian Mother, Father and Child Cohort Study (MoBa), which includes 2960 pregnant women who underwent ART and 108 183 women who conceived spontaneously. Of these, a subsample of expectant parents had two consecutive pregnancies with one pregnancy resulting from ART and one conceived spontaneously (n = 286 women, n = 211 partners). Women self-reported their composite symptoms of anxiety and depression at two timepoints during each pregnancy (gestational weeks 17 and 30). Their partners self-reported composite symptoms of anxiety and depression at 17 weeks gestation during each pregnancy. Couples reported their relationship satisfaction at 17 weeks gestation. MAIN RESULTS AND THE ROLE OF CHANGE Using a conventional full-cohort analysis we found that ART was associated with less total anxiety and depression and greater relationship satisfaction, compared to spontaneous conception among both women and men. However, in the subsample of parents who experienced both ART and spontaneous pregnancies, ART was associated with increased levels of maternal anxiety and depression at gestational age 17 weeks (M = 1.19), compared to spontaneous pregnancies (M = 1.15), 95% CI of the mean difference 0.006, 0.074. At 30 weeks gestation, anxiety and depression were similar across both types of pregnancies. Expectant fathers reported similar levels of anxiety and depression at 17 weeks gestation during both pregnancies. Among women relationship satisfaction was higher following ART conception than spontaneous conception. LIMITATIONS, REASONS FOR CAUTION There is potential for selection effects in the sample, as women who have conceived through both ART and spontaneous conception in their first two pregnancies are rare. In addition, several factors that may be important predictors of mental health in this context, such as previous miscarriages and long-term infertility, were not assessed in the current study. WIDER IMPLICATIONS OF THE FINDINGS Our findings indicate that previous discrepancies in the literature may be related to inherent differences between the groups of parents receiving reproductive treatment and those who do not. This study addresses that limitation by prospectively comparing different types of pregnancies within the same expectant parents. Earlier inconsistencies may also relate to variations in gestational age when anxiety and depression were assessed. By examining symptoms at two timepoints in each pregnancy, we were able to examine the relation between gestational age and symptoms of anxiety and depression. STUDY FUNDING/COMPETING INTEREST(S) The MoBa is supported by the Norwegian Ministry of Health and the Norwegian Research Council/FUGE (grant number 151918/S10). This work was also supported by the Research Council of Norway grant number 288083 and 301004. The authors have no conflicts of interest to declare. TRIAL REGISTRATION NUMBER N/A.
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Affiliation(s)
- Aurora Oftedal
- Department of Children and Families, Division of Mental and Physical Health, Norwegian Institute of Public Health, Oslo, Norway
| | - Stella Tsotsi
- Promenta Research Center, Department of Psychology, University of Oslo, Oslo, Norway
| | - Anne Kaasen
- Faculty of Health Sciences, Oslo Metropolitan University, Oslo, Norway
| | - Lilian J K Mayerhofer
- Promenta Research Center, Department of Psychology, University of Oslo, Oslo, Norway
| | - Espen Røysamb
- Department of Children and Families, Division of Mental and Physical Health, Norwegian Institute of Public Health, Oslo, Norway
- Promenta Research Center, Department of Psychology, University of Oslo, Oslo, Norway
| | - Dinka Smajlagic
- Promenta Research Center, Department of Psychology, University of Oslo, Oslo, Norway
| | - Tom G Tanbo
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Mona Bekkhus
- Promenta Research Center, Department of Psychology, University of Oslo, Oslo, Norway
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Chai Y, Li Q, Wang Y, Niu B, Chen H, Fan T, Ke X, Zou H. Cortisol dysregulation in anxiety infertile women and the influence on IVF treatment outcome. Front Endocrinol (Lausanne) 2023; 14:1107765. [PMID: 37383394 PMCID: PMC10299854 DOI: 10.3389/fendo.2023.1107765] [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: 12/01/2022] [Accepted: 05/23/2023] [Indexed: 06/30/2023] Open
Abstract
Introduction Dysregulation of the stress-regulatory hormone cortisol is associated with anxiety, but its potential impact on infertile women and in vitro fertilization (IVF) treatment remains unclear. This prospective cross-sectional study aimed at evaluating the dysregulation of cortisol and its correlation to anxiety in infertile women. The influence of stress on IVF outcomes was also investigated. Methods A point-of-care test was used for the measurement of morning serum cortisol in 110 infertile women and 112 age-matching healthy individuals. A Self-Rating Anxiety Scale (SAS) was used for the anxiety assessment of infertile women, and 109 of them underwent IVF treatment starting with the GnRH-antagonist protocol. If clinical pregnancy was not achieved, more IVF cycles were conducted with adjusted protocols until the patients got pregnant or gave up. Results Higher morning serum cortisol level was identified for infertile patients, especially for the elder. Women with no anxiety showed significant differences in cortisol levels, monthly income, and BMI compared with those with severe anxiety. A strong correlation was found between the morning cortisol level and the SAS score. When the cutoff value is 22.25 μg/dL, cortisol concentration could predict the onset of anxiety with high accuracy (95.45%) among infertile women. After IVF treatments, women with high SAS scores (>50) or cortisol levels (>22.25 μg/dL) demonstrated a lower rate of pregnancy (8.0%-10.3%) and more IVF cycles, although the impact of anxiety was not affirmative. Conclusion Hypersecretion of cortisol related to anxiety was prevalent among infertile women, but the influence of anxiety on multi-cycle IVF treatment was not affirmative due to the complicated treatment procedures. This study suggested that the assessment of psychological disorders and stress hormone dysregulation should not be overlooked. An anxiety questionnaire and rapid cortisol test might be included in the treatment protocol to provide better medical care.
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Affiliation(s)
- Yujuan Chai
- Department of Biomedical Engineering, School of Medicine, Shenzhen University, Shenzhen, Guangdong, China
| | - Qihang Li
- Department of Biomedical Engineering, School of Medicine, Shenzhen University, Shenzhen, Guangdong, China
| | - Yang Wang
- Department of Management, Shenzhen University, Shenzhen, Guangdong, China
| | - Ben Niu
- Department of Management, Shenzhen University, Shenzhen, Guangdong, China
| | - Huijia Chen
- Reproductive Medicine Center, Department of Obstetrics and Gynecology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Tingxuan Fan
- Greater Bay Area International Institute for Innovation, Shenzhen University, Shenzhen, Guangdong, China
| | - Xiatong Ke
- Research Department III, Shenzhen Health Development Research and Data Management Center, Shenzhen, Guangdong, China
| | - Heng Zou
- Reproductive Medicine Center, Department of Obstetrics and Gynecology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
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Tokuda N, Tanaka H, Sawai H, Shibahara H, Takeshima Y, Shima M. Analyzing the relationship between feelings about pregnancy and mother-infant bonding with the onset of maternal psychological distress after childbirth: The Japan Environment and Children's Study. J Affect Disord 2023; 329:531-538. [PMID: 36858269 DOI: 10.1016/j.jad.2023.02.130] [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: 06/17/2022] [Revised: 02/21/2023] [Accepted: 02/23/2023] [Indexed: 03/03/2023]
Abstract
BACKGROUND Strengthening maternal mental health from early pregnancy is essential. This study investigated the factors affecting the onset of maternal psychological distress at 12 months after childbirth in women who had not experienced it during pregnancy. METHODS Feelings about pregnancy were assessed using a questionnaire in the first trimester, and maternal mental health was assessed using the 6-Item Kessler Psychological Distress Scale (K6) in the first and second/third trimesters and at 12 months after childbirth. Mother-infant bonding was assessed using the Japanese version of Mother-to-Infant Bonding Scale (MIBS-J) in the first, sixth, and twelfth months after childbirth. This study comprised 46,053 mothers without psychological distress (K6 ≤ 4) during pregnancy from the 97,415 mothers enrolled in the Japan Environment and Children's Study. RESULTS The onset of psychological distress at 12 months after childbirth was associated with negative maternal feelings about pregnancy, a history of infertility treatment before the current pregnancy, and poor mother-infant bonding after childbirth. Abortion history was not associated with psychological distress. The strongest factor affecting the onset of psychological distress was mother-infant bonding (β = 0.28), and the indirect effect of feelings about pregnancy was also observed (β = 0.10). LIMITATIONS We used the full version of MIBS-J consisting of 10 items at 12 months after childbirth but included only five items in the first and sixth months. CONCLUSIONS Inadequate mother-infant bonding was associated with the onset of maternal psychological distress after childbirth. Supporting mother-infant bonding is critical throughout the perinatal period, considering maternal feelings about pregnancy.
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Affiliation(s)
- Narumi Tokuda
- Hyogo Regional Center for the Japan Environment and Children's study, Hyogo Medical University, Nishinomiya, Japan; Department of Public Health, School of Medicine, Hyogo Medical University, Nishinomiya, Japan
| | - Hiroyuki Tanaka
- Department of Obstetrics and Gynecology, School of Medicine, Hyogo Medical University, Nishinomiya, Japan
| | - Hideaki Sawai
- Department of Clinical Genetics, School of Medicine, Hyogo Medical University, Nishinomiya, Japan
| | - Hiroaki Shibahara
- Hyogo Regional Center for the Japan Environment and Children's study, Hyogo Medical University, Nishinomiya, Japan; Department of Obstetrics and Gynecology, School of Medicine, Hyogo Medical University, Nishinomiya, Japan
| | - Yasuhiro Takeshima
- Hyogo Regional Center for the Japan Environment and Children's study, Hyogo Medical University, Nishinomiya, Japan; Department of Pediatrics, School of Medicine, Hyogo Medical University, Nishinomiya, Japan
| | - Masayuki Shima
- Hyogo Regional Center for the Japan Environment and Children's study, Hyogo Medical University, Nishinomiya, Japan; Department of Public Health, School of Medicine, Hyogo Medical University, Nishinomiya, Japan.
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Reschini M, Buoli M, Facchin F, Limena A, Dallagiovanna C, Bollati V, Somigliana E. Women's quality of sleep and in vitro fertilization success. Sci Rep 2022; 12:17477. [PMID: 36261696 PMCID: PMC9581906 DOI: 10.1038/s41598-022-22534-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Accepted: 10/17/2022] [Indexed: 01/12/2023] Open
Abstract
Women undergoing in vitro fertilization (IVF) are emotionally challenged. Anxiety, depression, and sleep disturbances are common complaints. The impact of these symptoms on IVF outcome is however debated. In this study, we aimed at investigating whether sleep quality and psychological health can affect the chances of success of the procedure. Women undergoing IVF were recruited at the time of oocytes retrieval. Women's sleep quality and psychological health was assessed using the Pittsburgh Sleep Quality Index (PSQI), the Fertility Problem Inventory (FPI), and the Hospital Anxiety and Depression Scale (HADS). Baseline characteristics and results of the three scales were compared between women who did and did not succeed. Overall, 263 women were included, of whom 81 had a clinical pregnancy (31%). As expected, successful women were younger, and their ovarian reserve was more preserved. FPI and HADS scores did not differ. Conversely, a statistically significant difference emerged for the PSQI score, the median [interquartile range] in pregnant and non-pregnant women being 4 [3-5] and 5 [3-7], respectively (p = 0.004). The crude and adjusted OR of pregnancy in women with a PSQI > 5 (indicating impaired sleep quality) was 0.46 (95% CI 0.25-0.86, p = 0.02) and 0.50 (95% CI: 0.26-0.94, p = 0.03), respectively. In conclusion, low sleep quality is common in women scheduled for IVF and could influence the success of the procedure.
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Affiliation(s)
- Marco Reschini
- grid.414818.00000 0004 1757 8749Infertility Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Via M. Fanti, 6, 20122 Milan, Italy
| | - Massimiliano Buoli
- grid.414818.00000 0004 1757 8749Department of Neurosciences and Mental Health, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy ,grid.4708.b0000 0004 1757 2822Department of Pathophysiology and Transplantation, Università degli Studi di Milano, Milan, Italy
| | - Federica Facchin
- grid.8142.f0000 0001 0941 3192Department of Psychology, Catholic University of the Sacred Heart, Milan, Italy
| | - Alessia Limena
- grid.414818.00000 0004 1757 8749Infertility Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Via M. Fanti, 6, 20122 Milan, Italy ,grid.4708.b0000 0004 1757 2822Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy
| | - Chiara Dallagiovanna
- grid.414818.00000 0004 1757 8749Infertility Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Via M. Fanti, 6, 20122 Milan, Italy
| | - Valentina Bollati
- grid.4708.b0000 0004 1757 2822Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy
| | - Edgardo Somigliana
- grid.414818.00000 0004 1757 8749Infertility Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Via M. Fanti, 6, 20122 Milan, Italy ,grid.4708.b0000 0004 1757 2822Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy
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Christianto PA, Sediyono E, Sembiring I. Modification of Case-Based Reasoning Similarity Formula to Enhance the Performance of Smart System in Handling the Complaints of in vitro Fertilization Program Patients. Healthc Inform Res 2022; 28:267-275. [PMID: 35982601 PMCID: PMC9388916 DOI: 10.4258/hir.2022.28.3.267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 04/24/2022] [Indexed: 12/05/2022] Open
Abstract
Objectives Eighty percent of in vitro fertilization (IVF) patients have high anxiety levels, which influence the success of IVF and drive IVF patients to quickly report any abnormal symptoms. Rapid responses from fertility subspecialist doctors may reduce patients’ anxiety levels, but fertility subspecialist doctors’ high workload and their patients’ worsening health conditions make them unable to handle IVF patients’ complaints quickly. Research suggests that smart systems using case-based reasoning (CBR) can help doctors handle patients quickly. However, a prior study reported enhanced accuracy by modifying the CBR similarity formula based on Lin’s similarity theory to generate the Chris case-based reasoning (CCBR) similarity formula. Methods The data were validated through interviews with two fertility subspecialist doctors, interviews with two IVF patients, a questionnaire administered to 17 community members, the relevant literature, and 256 records with data on IVF patients’ complaints and how they were handled. An experiment compared the performance of the CBR similarity formula algorithm with the CCBR similarity formula algorithm. Results A confusion matrix showed that the CCBR similarity formula had an accuracy value of 52.58% and a precision value of 100%. Fertility subspecialist doctors stated that 89.69% of the CCBR similarity formula recommendations were accurate. Conclusions We recommend applying a combination of the CCBR similarity formula and a minimum reference value of 80% with a CBR smart system for handling IVF patients’ complaints. This recommendation for an accurate system produced by the CBR similarity formula may help fertility subspecialist doctors handle IVF patients’ complaints.
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Affiliation(s)
- Paminto Agung Christianto
- Department of Computer Science, Satya Wacana Christian University, Salatiga, Indonesia.,College of Informatics and Computer Management (STMIK), Widya Pratama, Pekalongan, Indonesia
| | - Eko Sediyono
- Department of Computer Science, Satya Wacana Christian University, Salatiga, Indonesia
| | - Irwan Sembiring
- Department of Computer Science, Satya Wacana Christian University, Salatiga, Indonesia
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Chen Y, Gu H, Zhou N, Zhou W, Cao J, Chen Q, Zhang H. Pre-pregnancy BMI was associated with gestational depressive phenotypes in a population of 12,099 women in Chongqing, China. Front Endocrinol (Lausanne) 2022; 13:1058160. [PMID: 36704036 PMCID: PMC9871462 DOI: 10.3389/fendo.2022.1058160] [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: 09/30/2022] [Accepted: 12/15/2022] [Indexed: 01/11/2023] Open
Abstract
OBJECTIVE To investigate the association between pre-pregnancy body mass index (BMI) and gestational depressive phenotypes. METHODS The pregnant women receiving the first prenatal examination (4th -13th week of gestation) in Chongqing Health Center for Women and Children were recruited between February 2020 and September 2021. Depressive phenotypes was assessed by the Patient Health Questionnaire (PHQ-9) and the Symptom Checklist 90 (SCL-90) scale at recruitment. Pre-pregnancy weight and height were self-reported by the participants. Demographic and obstetric characteristics were obtained from the hospital information system. The association between pre-pregnancy BMI and the scores of PHQ-9 or SCL-90 scale was investigated by uni-variate analysis with Kruskal-Wallis test and by multi-variate analysis with linear regression model with adjustment of age, parity, smoking, alcohol consumption, and assisted reproduction. The association between pre-pregnancy BMI and PHQ-9 or SCL-90 diagnosed depressive phenotypes was analyzed by Chi-square test and logistic regression respectively. RESULTS A total of 12,099 pregnant women were included, where 100% of them filled out the PHQ-9 scale and 99.6% filled out the SCL-90 scale, and 47.26% and 4.62% of the pregnant women had depressive phenotypes, respectively. Women with higher pre-pregnancy BMI had lower depressive phenotypes scores during pregnancy. Multivariable analysis of the PHQ-9 scale showed that overweight/obese subjects had a higher incidence of depressive phenotypes compared with subjects with normal BMI (OR=0.803, 95% CI [0.723, 0.892]). In a stratified analysis assessed by the PHQ-9, women who were overweight/obese prior to pregnancy were less likely to develop depressive phenotypes during pregnancy than women who were normal weight prior to pregnancy, regardless of whether they were nulliparous (OR=0.795, 95%CI[0.696,0.908]) or multiparous (OR=0.809, 95%CI[0.0.681,0.962]), while in the three age groups of 25-29 years, 30-34 years and ≥35 years, pre-pregnancy overweight/obesity were associated with lower risk of gestational depressive phenotypes. However, analysis of the SCL-90 scale showed no statistical association between depressive symptom and BMI. No substantial interaction was observed between BMI and parity or age. CONCLUSIONS Increased pre-pregnancy BMI may be associated with reduced risk of gestational depressive phenotypes in Chinese women. Independent studies are warranted to validate the findings of the present study.
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Affiliation(s)
- Yi Chen
- Key Lab of Medical Protection for Electromagnetic Radiation, Ministry of Education of China, Institute of Toxicology, College of Preventive Medicine, Third Military Medical University (Army Medical University), Chongqing, China
- School of Public Health, Guizhou Medical University, Guiyang, China
| | - Huayan Gu
- Department of Obstetrics and Gynecology, Women and Children’s Hospital of Chongqing Medical University, Chongqing Health Center for Women and Children, Chongqing, China
| | - Niya Zhou
- Department of Clinical Research Center, Women and Children’s Hospital of Chongqing Medical University, Chongqing Health Center for Women and Children, Chongqing, China
| | - Wenzheng Zhou
- Department of Quality Management, Women and Children’s Hospital of Chongqing Medical University, Chongqing Health Center for Women and Children, Chongqing, China
| | - Jia Cao
- Key Lab of Medical Protection for Electromagnetic Radiation, Ministry of Education of China, Institute of Toxicology, College of Preventive Medicine, Third Military Medical University (Army Medical University), Chongqing, China
| | - Qing Chen
- Key Lab of Medical Protection for Electromagnetic Radiation, Ministry of Education of China, Institute of Toxicology, College of Preventive Medicine, Third Military Medical University (Army Medical University), Chongqing, China
- *Correspondence: Qing Chen, ; Haiyan Zhang,
| | - Haiyan Zhang
- Department of Obstetrics and Gynecology, Women and Children’s Hospital of Chongqing Medical University, Chongqing Health Center for Women and Children, Chongqing, China
- *Correspondence: Qing Chen, ; Haiyan Zhang,
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George-Carey R, Woolley M, Fortune L, Ersan B, Govind A, Yoong W. The Joys of Older Motherhood: A questionnaire-based survey of mothers who delivered over the age of 50 years. Eur J Obstet Gynecol Reprod Biol 2021; 265:169-174. [PMID: 34508990 DOI: 10.1016/j.ejogrb.2021.07.051] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Revised: 07/22/2021] [Accepted: 07/26/2021] [Indexed: 11/27/2022]
Abstract
OBJECTIVE It is recognised that advanced maternal age is associated with adverse pregnancy outcomes. It is less known what the psychological impact of having a pregnancy in later maternal age is. This study aimed to establish whether women having children over 50 experience challenges with regards to their mental well-being during the pregnancy and thereafter. STUDY DESIGN 17 women delivered aged ≥ 50 at our maternity unit in a central London hospital between 2014 and 2020. Of these, one had died of metastatic ampullary carcinoma two years following delivery, one declined taking part, and two we were unable to get hold of, leaving 13 women in the study. Two validated questionnaires were used to survey the women: (i) Warwick-Edinburgh Mental Well-being Scale (WEMWBS), (ii) Parenting Daily Hassles Scale (PDHS). We analysed the questionnaire data using their individual scoring systems. RESULTS The WEMWBS showed a median score of 60 out of a possible 70 (range: 45-70), indicating a high level of mental well-being among these women. The PDHS results indicated that reported hassles were overall low in both frequency and intensity for the mothers. CONCLUSION Women giving birth over 50 have often experienced long, emotional and financially-burdensome journeys in order to fall pregnant, usually involving assisted reproductive techniques (ART), with multiple antenatal and delivery complications thereafter. As a result, they are extremely happy and grateful to have the child, and are often in better socioeconomic positions that can help with the stress that comes with child-caring.
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Affiliation(s)
- R George-Carey
- Department of Obstetrics and Gynaecology, North Middlesex University Hospital, London N18 1QX, United Kingdom.
| | - M Woolley
- Department of Obstetrics and Gynaecology, North Middlesex University Hospital, London N18 1QX, United Kingdom
| | - L Fortune
- Clinical Psychologist in Liaison Psychiatry, North Middlesex University Hospital, London N18 1QX, United Kingdom
| | - B Ersan
- Turkish Language Interpreter, North Middlesex University Hospital, London N18 1QX, United Kingdom
| | - A Govind
- Department of Obstetrics and Gynaecology, North Middlesex University Hospital, London N18 1QX, United Kingdom
| | - W Yoong
- Department of Obstetrics and Gynaecology, North Middlesex University Hospital, London N18 1QX, United Kingdom
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