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Zeng Z, Li X, Bai Y, Gong W. Barriers and facilitators of screening postpartum depression by primary maternal health workers: A mixed methods study based on the normalization process theory. Midwifery 2024; 138:104148. [PMID: 39168051 DOI: 10.1016/j.midw.2024.104148] [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: 11/28/2023] [Revised: 07/15/2024] [Accepted: 08/13/2024] [Indexed: 08/23/2024]
Abstract
BACKGROUND Postpartum depression (PPD) significantly impacts mothers and children's health. China aims to incorporate PPD screening in postpartum home visits, but research on implementation barriers and facilitators is scarce. We designed and implemented a new PPD screening program in Changsha, China, requiring maternal health workers to integrate PPD screening into their postpartum home visits. AIMS To identify real-world barriers and facilitators associated with integrating PPD screening into routine home visits from the perspective of maternal health workers. METHODS We employed a mixed-methods approach. Maternal health workers involved in the newly introduced PPD screening program were included. Guided by Normalization Process Theory (NPT), quantitative data were collected using the NoMAD instrument, and qualitative data were obtained through semi-structured interviews. Data were analyzed using descriptive statistics for the survey and thematic analysis for the interviews. RESULTS All 42 maternal health workers involved in the new PPD program completed the quantitative survey, and nine participated in qualitative interviews. The NoMAD survey revealed high scores for Coherence and Cognitive Participation, but lower scores for Collective Action, particularly regarding insufficient skills and resource adequacy. Thematic analysis identified several barriers, including workload concerns, the need for enhanced psychological healthcare capacity, and lack of economic incentives. Facilitators included the integration of structured feedback and clear referral pathways. CONCLUSION Addressing identified barriers through targeted skill training, well-defined referral pathways, and formal recognition of the screening program in performance evaluations could help achieve successful normalization.
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Affiliation(s)
- Zhen Zeng
- HER Team and Department of Maternal and Child Health, Xiangya School of Public Health, Central South University, Hunan 410013, China
| | - Xiaoyu Li
- HER Team and Department of Maternal and Child Health, Xiangya School of Public Health, Central South University, Hunan 410013, China
| | - Yanping Bai
- HER Team and Department of Maternal and Child Health, Xiangya School of Public Health, Central South University, Hunan 410013, China
| | - Wenjie Gong
- HER Team and Department of Maternal and Child Health, Xiangya School of Public Health, Central South University, Hunan 410013, China; FuRong Laboratory, Changsha 410078, Hunan, China; Institute of Applied Health Research, University of Birmingham, B15 2TT, Birmingham, UK; Department of Psychiatry, University of Rochester, Rochester, New York, USA.
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Yaqoob H, Ju XD, Bibi M, Anwar S, Naz S. "A systematic review of risk factors of postpartum depression. Evidence from Asian culture ". Acta Psychol (Amst) 2024; 249:104436. [PMID: 39142256 DOI: 10.1016/j.actpsy.2024.104436] [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: 04/21/2024] [Revised: 07/08/2024] [Accepted: 07/25/2024] [Indexed: 08/16/2024] Open
Abstract
OBJECTIVES One of the largest health concerns, postpartum depression (PPD), has detrimental effects on new mothers, their child, and their family. Investigating under-researched risk factors for postpartum depression in Asian women is the goal of this review of the literature. METHODS The literature was searched using a number of electronic research databases. This review included studies that meet the following requirements: (a) they evaluated risk variables; (b) they were conducted in Asian countries using quantitative or qualitative methods; and (c) they were published in English in peer-reviewed journals between 2007 and 2023. A total of 90 studies from 14 different countries were reviewed, compiled, and synthesized. RESULTS In Asian countries, where rates ranged from 0.82 % to 93 %, South Korea and Japan had the lowest and highest rates of postpartum depression, respectively. The risk factors for postpartum depression were divided into five main categories: biological/physical (e.g., ABO blood group, oxytocin level), psychological (e.g., antenatal depression, body dissatisfaction, child care stress), obstetric/pediatric (e.g., loss of baby, abortions, pain), socio-demographic (e.g., low social support, poverty, loss of autonomy), and cultural (e.g., gender preference). CONCLUSION This phenomenon is prevalent in Asian cultures as it is in European Countries. The repercussions of untreated postpartum depression can lead to long-term psychological and developmental issues in children and strain the familial bonds essential for a nurturing environment. Moreover, understanding the specific risk factors faced by Asian women can pave the way for culturally sensitive interventions and support systems designed to address and mitigate these challenges effectively.
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Affiliation(s)
- Hina Yaqoob
- School of Psychology, Northeast Normal University, Changchun, Jilin, China.
| | - Xing-Da Ju
- School of Psychology, Northeast Normal University, Changchun, Jilin, China; Jilin Provincial Key Laboratory of Cognitive Neuroscience and Brain Development, China.
| | - Maryum Bibi
- School of Psychology, Northeast Normal University, Changchun, Jilin, China.
| | - Saeed Anwar
- School of Psychology, Northeast Normal University, Changchun, Jilin, China.
| | - Sumaira Naz
- School of Psychology, Northeast Normal University, Changchun, Jilin, China.
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Deligiannidis KM, Bullock A, Nandy I, Dunbar J, Lasser R, Witte M, Leclair B, Wald J. Zuranolone Concentrations in the Breast Milk of Healthy, Lactating Individuals: Results From a Phase 1 Open-Label Study. J Clin Psychopharmacol 2024; 44:337-344. [PMID: 38739007 DOI: 10.1097/jcp.0000000000001873] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/14/2024]
Abstract
PURPOSE/BACKGROUND Zuranolone is a positive allosteric modulator of both synaptic and extrasynaptic γ-aminobutyric acid type A receptors and a neuroactive steroid approved as an oral, once-daily, 14-day treatment course for adults with postpartum depression in the United States. This study assessed zuranolone transfer into breast milk. METHODS/PROCEDURES Healthy, nonpregnant, lactating adult female participants received once-daily 30 mg zuranolone from day (D)1 through D5 in this phase 1 open-label study. The relative infant dose (RID; weight-adjusted proportion of the maternal dose in breast milk over 24 hours) for 30 mg zuranolone was assessed at D5. An RID for 50 mg zuranolone was estimated using a simulation approach across a range of infant ages and weights. FINDINGS/RESULTS Of 15 enrolled participants (mean age, 30.1 years), 14 completed the study. The mean RID for 30 mg zuranolone at D5 was 0.357%; the mean steady-state milk volume over D3 to D5 decreased from baseline by 8.3%. Overall unbound zuranolone in plasma was low (≤0.49%). Plasma concentrations peaked at D5 before decreasing in a biexponential manner. There was strong concordance between the temporal profiles of zuranolone concentrations in plasma and breast milk. The estimated mean RID for 50 mg zuranolone based on a milk intake of 200 mL/kg per day was 0.984%. All treatment-emergent adverse events reported by participants were mild, the most common being dizziness (n = 3). IMPLICATIONS/CONCLUSIONS Zuranolone transfer into the breast milk of healthy, nonpregnant, lactating adult female participants was low; the estimated RID for 50 mg zuranolone was <1%, well below the <10% threshold generally considered compatible with breastfeeding.
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Xu H, Liu R, Wang X, Yang J. Effectiveness of aerobic exercise in the prevention and treatment of postpartum depression: Meta-analysis and network meta-analysis. PLoS One 2023; 18:e0287650. [PMID: 38019729 PMCID: PMC10686497 DOI: 10.1371/journal.pone.0287650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Accepted: 10/05/2023] [Indexed: 12/01/2023] Open
Abstract
BACKGROUND Aerobic exercise is widely recognized for improving mental health and reducing negative emotions, including anxiety. However, research on its role in preventing and treating postpartum depression (PPD) has yielded inconsistent results. Some studies show positive effects on PPD symptoms, while others find limited impact, suggesting various factors at play, such as exercise type, intensity, and individual differences. To address this gap, our study aims to comprehensively gather evidence on the preventive and therapeutic effects of aerobic exercise for PPD. We'll focus on differences in exercise program design and implementation, exploring how these factors impact intervention outcomes. By identifying effective exercise approaches, we aim to provide more comprehensive exercise prescription recommendations for this vulnerable population. METHODS We conducted a quantitative systematic review of the study in 5 representative databases for the effect of aerobic exercise on PPD. Meta-analysis and network meta-analysis were performed with Review-Manager.5.4 and Stata.16.0 software, respectively. This study has been registered on the official Prospero website, and the registration code is CRD42023398221. RESULTS Twenty-six studies with 2,867 participants were eventually included and the efficacy of aerobic exercise in preventing and treating postpartum depression is significant compared to standard care. (MD = -1.90; 95%CL: -2.58 to -1.21; I2 = 86%). Subgroup analysis suggests that the intervention objective (prevention vs. treatment) of exercise could potentially be a source of heterogeneity in this study, as the "Test for subgroup difference" revealed the presence of significant distinctions (p = 0.02<0.05). The "Test for subgroup difference" yielded non-significant results for both the supervised vs. unsupervised subgroup comparison (p = 0.55 > 0.05) and the individual vs. team subgroup comparison (p = 0.78 > 0.05). Nonetheless, when assessing their effect sizes [Subtotal (95%CL)], the supervised exercise group [-1.66 (-2.48, -0.85)] exhibited a slightly better performance than the unsupervised exercise group [-1.37 (-1.86, -0.88)], while the team exercise group [-1.43 (-1.94, -0.93)] slightly outperformed the individual exercise group [-1.28 (-2.23, -0.33)]. Network meta-analysis indicated that moderate intensity (35~45 min) group demonstrated a more pronounced intervention effect compared to low intensity (50~60 min) group [-2.63 (-4.05, -1.21)] and high intensity (20~30 min) group [-2.96 (-4.51, -1.41)], while the 3~4 times/week group had a more significant intervention effect compared to 1~2 times/week groups [-2.91 (-3.99, -1.83)] and 5~6 times/week groups [-3.28 (-4.75, -1.81)]. No significant differences were observed in pairwise comparisons of intervention effects among the five common types of aerobic exercises. (95%CL including 0). The Surface Under the Cumulative Ranking curve (SUCRA) results align with the findings mentioned above and will not be reiterated here. CONCLUSION The efficacy of aerobic exercise in preventing and treating postpartum depression is significant compared to standard care, with a greater emphasis on prevention. The optimal prescribed exercise volume for intervention comprises a frequency of 3~4 exercise sessions per week, moderate intensity (35~45 minutes). Currently, several uncharted internal factors influence the optimal intervention effect of aerobic exercise, such as the potential enhancement brought by team-based and supervised exercise. Given the absence of significant differences in certain results and the limitations of the study, it is essential to exercise caution when interpreting the outcomes. Further research is needed in the future to provide a more comprehensive understanding.
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Affiliation(s)
- Hao Xu
- School of Physical Education, China University of Geosciences (Wuhan), Wuhan, China
| | - Renyi Liu
- School of Physical Education, China University of Geosciences (Wuhan), Wuhan, China
| | - Xiubing Wang
- School of Physical Education, China University of Geosciences (Wuhan), Wuhan, China
| | - Jiahui Yang
- School of Physical Education, China University of Geosciences (Wuhan), Wuhan, China
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Okun ML, Lac A. Postpartum Insomnia and Poor Sleep Quality Are Longitudinally Predictive of Postpartum Mood Symptoms. Psychosom Med 2023; 85:736-743. [PMID: 37506301 DOI: 10.1097/psy.0000000000001234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/30/2023]
Abstract
OBJECTIVE Insomnia and poor sleep quality are frequently reported by perinatal women. Both are noted to increase the risk of postpartum depression, with less known about their association with postpartum anxiety. This study sought to assess whether perinatal sleep disturbances predicted depression and anxiety symptoms across each month of the first 6 months postpartum in women with a history of depression. METHODS Pregnant women without active depression at enrollment ( N = 159), 18 to 45 years of age, were recruited. In late pregnancy and for up to 6 months postpartum, women completed monthly online questionnaires including the Insomnia Symptom Questionnaire, Pittsburgh Sleep Quality Index, Edinburgh Postnatal Depression Scale, and Generalized Anxiety Disorder-7. Repeated-measures multilevel models were used to predict depression and anxiety across the postpartum. RESULTS The prevalence of insomnia was 20.4%, and the prevalence of poor sleep quality was 67.8% across the first 6 months postpartum. Postpartum insomnia and poor sleep quality at the between-subject and within-subject levels tended to uniquely predict greater depressive and anxiety symptoms, even after controlling for demographic characteristics, prenatal insomnia, and prenatal poor sleep quality. CONCLUSIONS Most of the women in our sample had sleep disturbances across the perinatal period. Consistent with the extant literature, postpartum insomnia and poor sleep quality, but not prenatal measures of sleep, longitudinally predicted greater postpartum depression and anxiety symptoms. The chronic sleep deprivation of insomnia and the subjective experience of poor sleep quality are uniquely relevant risks of postpartum mood disorders. Evaluation and mitigation of perinatal sleep disturbance are ideal opportunities to reduce postpartum mood disorders and subsequent health outcomes.
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Affiliation(s)
- Michele L Okun
- From the Biofrontiers Center (Okun) and Department of Psychology (Lac), University of Colorado Colorado Springs, Colorado Springs, Colorado
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Alhammadi MH, Almontashri AI, Radwan EM, Khouj MA, Alsaif AA, Alkhalifah ZA, Alzahrani MK, Basuliman AA, Kattan W, Bahkali NM. The Effect of Delivery Mode, ABO Blood Type, and Passive Smoking on Postpartum Depression: A Cross-Sectional Study in Saudi Arabia. Cureus 2023; 15:e38466. [PMID: 37273289 PMCID: PMC10235214 DOI: 10.7759/cureus.38466] [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] [Accepted: 05/02/2023] [Indexed: 06/06/2023] Open
Abstract
Background Postpartum depression (PPD) is a form of depression that can occur after childbirth and is characterized by feelings of sadness. It is a common psychological problem that affects women and children. This study aimed to assess the association between PPD and risk factors, such as delivery mode, ABO blood group, and passive smoking in Saudi Arabia. Methods PPD was assessed in this cross-sectional using an Arabic version of the Edinburgh postnatal depression scale through an online questionnaire distributed to women in Saudi Arabia between January and March 2022. The data were analyzed using SPSS version 26 (IBM Corp., Armonk, NY). Results A total of 354 postpartum women completed the questionnaire within six weeks of giving birth. Their mean age and BMI were 30.1±6.78 years and 25.98±5.84 kg/m2, respectively. PPD occurred in 56.2% of the participants. Elective cesarean section and operative vaginal delivery were associated with the presence of PPD symptoms in 17.6% and 7% of the women, respectively. The majority of those with third and fourth degrees and those who had instrumental assisted delivery had postpartum depression and this was statistically significant (p=0.017). About 26.6% of the participants were exposed to passive smoking, and 21.9% of them developed PPD. However, it was not statistically significant. Moreover, women with PPD were more likely to have blood type O+, followed by A+. Demographic factors did not show a significant correlation with developing PPD except for age (p=0.01), those who developed PPD were much younger on average than those who did not develop PPD (29.28±6.61 years vs. 31.15±6.86 years). Conclusion A significant association was found between PPD and the type of delivery. The association between PPD and passive smoking, ABO blood groups was insignificant. However, women who developed PPD were younger on average than those who did not develop PPD.
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Affiliation(s)
- Maisam H Alhammadi
- Department of Medicine, King Abdulaziz University Faculty of Medicine, Jeddah, SAU
| | - Alwa I Almontashri
- Department of Medicine, King Abdulaziz University Faculty of Medicine, Jeddah, SAU
| | - Ebtesam M Radwan
- Department of Medicine, King Abdulaziz University Faculty of Medicine, Jeddah, SAU
| | - Maryam A Khouj
- Department of Medicine, King Abdulaziz University Faculty of Medicine, Jeddah, SAU
| | - Afnan A Alsaif
- Department of Medicine, King Abdulaziz University Faculty of Medicine, Jeddah, SAU
| | - Zainab A Alkhalifah
- Department of Medicine, King Abdulaziz University Faculty of Medicine, Jeddah, SAU
| | - Manar K Alzahrani
- Department of Medicine, King Abdulaziz University Faculty of Medicine, Jeddah, SAU
| | - Alaa A Basuliman
- Department of Medicine, King Abdulaziz University Faculty of Medicine, Jeddah, SAU
| | - Wid Kattan
- Department of Medicine, King Abdulaziz University Faculty of Medicine, Jeddah, SAU
| | - Nedaa M Bahkali
- Department of Obstetrics and Gynecology, King Abdulaziz University Faculty of Medicine, Jeddah, SAU
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Meng J, Du J, Diao X, Zou Y. Effects of an evidence-based nursing intervention on prevention of anxiety and depression in the postpartum period. Stress Health 2022; 38:435-442. [PMID: 34633141 DOI: 10.1002/smi.3104] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Revised: 08/05/2021] [Accepted: 09/07/2021] [Indexed: 01/10/2023]
Abstract
Postpartum depression has been one of the most common psychological disorders in patients during postpartum period. The constant anxiety and depression during this period seriously affect the physiological and psychological health of both the mother and infant. Evidence-based nursing has been widely applied in clinical practice and has achieved remarkable results. However, the effect of evidence-based nursing on postpartum depression remains unclear. Pregnant women who were not diagnosed with postpartum depression during hospitalisation (Edinburgh Postpartum Depression Scale [EPDS] ≤ 13 points) but prone to postpartum depression (EPDS scores of 9-13) were recruited into the study. They were randomly divided into the Intervention group (N = 60) and Control group (N = 60). Hamilton Depression Scale (HAMD), Hamilton Anxiety Scale (HAMA), EPDS and Pittsburgh Sleep Quality Index (PSQI) were used to investigate the psychological outcomes of puerperae during and after the 6-week intervention. Both the intention-to-treat and per-protocol analyses showed that 6 weeks of evidence-based nursing intervention significantly reduced the incidence of postpartum depression. The application of the evidence-based nursing also improved the patients' satisfaction degree and effectively alleviated their anxiety according to both the intention-to-treat and per-protocol analyses. Evidence-based nursing intervention had positive effects against anxiety and depression in the postpartum period.
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Affiliation(s)
- Jun Meng
- Maternity School, Yuhuangding Hospital Affiliated to Qingdao University, Yantai, Shandong, China
| | - Junying Du
- Children's Health Clinic, Yuhuangding Hospital Affiliated to Qingdao University, Yantai, Shandong, China
| | - Xiaoli Diao
- Department of Obstetrics, Yuhuangding Hospital Affiliated to Qingdao University, Yantai, Shandong, China
| | - Yingxia Zou
- Children's Health Clinic, Yuhuangding Hospital Affiliated to Qingdao University, Yantai, Shandong, China
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Xiong J, Fang Q, Chen J, Li Y, Li H, Li W, Zheng X. States Transitions Inference of Postpartum Depression Based on Multi-State Markov Model. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:7449. [PMID: 34299899 PMCID: PMC8304364 DOI: 10.3390/ijerph18147449] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Revised: 07/08/2021] [Accepted: 07/10/2021] [Indexed: 01/10/2023]
Abstract
Background: Postpartum depression (PPD) has been recognized as a severe public health problem worldwide due to its high incidence and the detrimental consequences not only for the mother but for the infant and the family. However, the pattern of natural transition trajectories of PPD has rarely been explored. Methods: In this research, a quantitative longitudinal study was conducted to explore the PPD progression process, providing information on the transition probability, hazard ratio, and the mean sojourn time in the three postnatal mental states, namely normal state, mild PPD, and severe PPD. The multi-state Markov model was built based on 912 depression status assessments in 304 Chinese primiparous women over multiple time points of six weeks postpartum, three months postpartum, and six months postpartum. Results: Among the 608 PPD status transitions from one visit to the next visit, 6.2% (38/608) showed deterioration of mental status from the level at the previous visit; while 40.0% (243/608) showed improvement at the next visit. A subject in normal state who does transition then has a probability of 49.8% of worsening to mild PPD, and 50.2% to severe PPD. A subject with mild PPD who does transition has a 20.0% chance of worsening to severe PPD. A subject with severe PPD is more likely to improve to mild PPD than developing to the normal state. On average, the sojourn time in the normal state, mild PPD, and severe PPD was 64.12, 6.29, and 9.37 weeks, respectively. Women in normal state had 6.0%, 8.5%, 8.7%, and 8.8% chances of progress to severe PPD within three months, nine months, one year, and three years, respectively. Increased all kinds of supports were associated with decreased risk of deterioration from normal state to severe PPD (hazard ratio, HR: 0.42-0.65); and increased informational supports, evaluation of support, and maternal age were associated with alleviation from severe PPD to normal state (HR: 1.46-2.27). Conclusions: The PPD state transition probabilities caused more attention and awareness about the regular PPD screening for postnatal women and the timely intervention for women with mild or severe PPD. The preventive actions on PPD should be conducted at the early stages, and three yearly; at least one yearly screening is strongly recommended. Emotional support, material support, informational support, and evaluation of support had significant positive associations with the prevention of PPD progression transitions. The derived transition probabilities and sojourn time can serve as an importance reference for health professionals to make proactive plans and target interventions for PPD.
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Affiliation(s)
| | | | | | | | | | | | - Xujuan Zheng
- Health Science Center, Shenzhen University, Shenzhen 518060, China; (J.X.); (Q.F.); (J.C.); (Y.L.); (H.L.); (W.L.)
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Maghami M, Shariatpanahi SP, Habibi D, Heidari-Beni M, Badihian N, Hosseini M, Kelishadi R. Sleep disorders during pregnancy and postpartum depression: A systematic review and meta-analysis. Int J Dev Neurosci 2021; 81:469-478. [PMID: 33942364 DOI: 10.1002/jdn.10118] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2021] [Revised: 04/19/2021] [Accepted: 04/28/2021] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND Postpartum depression (PPD) is one of the most important mental disorders in recent years. However, the effects of prenatal sleep disorders on the development of PPD among pregnant women have not been elucidated. This review aims to provide a summary of the literature evaluating the relation between sleep disorders during pregnancy and PPD. METHOD A systematic literature search was conducted in PubMed, Web of Science, Scopus, Google Scholar, and Embase up to September 2020. All observational studies (cross-sectional, case-control, and cohort) and studies that assessed the association between sleep disorders during pregnancy and PPD were included. Total sample of 36,873 women from 13 studies was entered to meta-analysis. An aggregate effect size estimate (odds ratio) was generated using the comprehensive meta-analysis software. A random effects model was set a priori. Heterogeneity and publication bias were examined using the standard meta-analytic approaches. RESULT We found maternal sleep disorder increased odds of PPD (point estimate, 3.300; 95% confidence interval [CI], 2.136-5.098; p < .001; n = 13). However, there was significant heterogeneity (Q, 131.250; df, 12; p < .001; I2 , 90.857%). The estimated effect size was significant for all categorical studies. According to meta-regression, no moderating factor (age and publication year) significantly mediated the estimated effect size. CONCLUSION We found a significant relationship between sleep disturbances during pregnancy and PPD. Women with sleep disorders are at an increased risk of developing PPD, which warrants screening pregnant mothers for sleep disturbances. Also, we found that the increasing age in pregnancy was associated with increased risk of PPD.
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Affiliation(s)
- Mahboobeh Maghami
- Department of Bio-statistics and Epidemiology, School of Health, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Seyyed Payam Shariatpanahi
- Department of Bio-statistics and Epidemiology, School of Health, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Danial Habibi
- Department of Bio-statistics and Epidemiology, School of Health, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Motahar Heidari-Beni
- Department of Nutrition, Child Growth and Development Research Center, Research Institute for Primordial Prevention of Non-Communicable Disease, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Negin Badihian
- Department of Pediatrics, Child Growth and Development Research Center, Research Institute for Primordial Prevention of Non-Communicable Disease, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Mohsen Hosseini
- Department of Bio-statistics and Epidemiology, School of Health, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Roya Kelishadi
- Department of Pediatrics, Child Growth and Development Research Center, Research Institute for Primordial Prevention of Non-Communicable Disease, Isfahan University of Medical Sciences, Isfahan, Iran
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