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MedRxiv : the Preprint Server For... May 2024Postpartum depression (PPD) represents a major contributor to postpartum morbidity and mortality. Beyond efforts at routine screening, risk stratification models could...
OBJECTIVE
Postpartum depression (PPD) represents a major contributor to postpartum morbidity and mortality. Beyond efforts at routine screening, risk stratification models could enable more targeted interventions in settings with limited resources. Thus, we aimed to develop and estimate the performance of a generalizable risk stratification model for PPD in patients without a history of depression using information collected as part of routine clinical care.
METHODS
We performed a retrospective cohort study of all individuals who delivered between 2017 and 2022 in one of two large academic medical centers and six community hospitals. An elastic net model was constructed and externally validated to predict PPD using sociodemographic factors, medical history, and prenatal depression screening information, all of which was known before discharge from the delivery hospitalization.
RESULTS
The cohort included 29,168 individuals; 2,703 (9.3%) met at least one criterion for postpartum depression in the 6 months following delivery. In the external validation data, the model had good discrimination and remained well-calibrated: area under the receiver operating characteristic curve 0.721 (95% CI: 0.707-0.734), Brier calibration score 0.088 (95% CI: 0.084 - 0.092). At a specificity of 90%, the positive predictive value was 28.0% (95% CI: 26.0-30.1%), and the negative predictive value was 92.2% (95% CI: 91.8-92.7%).
CONCLUSIONS
These findings demonstrate that a simple machine-learning model can be used to stratify the risk for PPD before delivery hospitalization discharge. This tool could help identify patients within a practice at the highest risk and facilitate individualized postpartum care planning regarding the prevention of, screening for, and management of PPD at the start of the postpartum period and potentially the onset of symptoms.
PubMed: 38854098
DOI: 10.1101/2024.05.27.24307973 -
Lipids in Health and Disease Jun 2024Exposure to different concentration levels of fatty acids (FAs) may have an impact on depression. However, previous studies using individual FAs may not reflect the...
BACKGROUND
Exposure to different concentration levels of fatty acids (FAs) may have an impact on depression. However, previous studies using individual FAs may not reflect the performance of mixtures of various FAs, and the associations of FA patterns with depression remain unclear.
METHODS
We conducted the cross-sectional analysis in 792 adults aged 18 and older with available serum FAs and depression screening data in the National Health and Nutrition Examination Survey (NHANES) 2011-2012. The serum concentrations of thirty FAs were measured using gas chromatography-mass spectrometry and their percentage compositions were subsequently calculated. Depression was defined as the Patient Health Questionnaire-9 score ≥ 10. We employed principal component analysis to derive serum FA patterns. We examined the association between these patterns and depression in the overall population and various subgroups through survey-weighted logistic regression.
RESULTS
Four distinct patterns of serum FAs were identified: 'high eicosapentaenoic acid (EPA) and docosahexaenoic acid (DHA); low docosatetraenoic acid (DTA) and docosapentaenoic acid (DPA) n-6', 'high long-chain saturated FA and long chain FA', 'low median-chain saturated FA and myristoleic acid' and 'low capric acid and lauric acid; high gamma-linolenic acid (GLA) and stearidonic acid (SDA)' pattern. Individuals in the high tertile of 'high EPA and DHA; low DTA and DPA n-6' pattern score had 0.46 (95% CI: 0.22, 0.93) lower odds of developing depression compared to individuals in the lowest tertile after adjusting for confounders such as age, sex, physical activity and total energy intake, etc. The odds ratio (OR) of depression was increased in the population with the highest tertile of 'low capric acid and lauric acid; high GLA and SDA' pattern (OR: 2.45, 95% CI: 1.24, 4.83). In subgroup analyses, we observed that the association between 'high EPA and DHA; low DTA and DPA n-6' and depression persisted among specific demographic and lifestyle subgroups, including females, non-Mexican Americans, non-obese, those aged over 60 years, smokers and drinkers. Similarly, 'low capric acid and lauric acid; high GLA and SDA' showed stable associations in female, non-Mexican Americans and smokers.
CONCLUSIONS
Serum FA patterns are associated with depression, and their relationships vary across sex, race, BMI, age, smoking and drinking subgroups, highlighting the importance of considering specific FA patterns within these demographic and lifestyle categories. Utilization of combined FA administration may serve as a mitigation measure against depression in these specific populations.
Topics: Humans; Female; Male; Depression; Adult; Middle Aged; Fatty Acids; Nutrition Surveys; Cross-Sectional Studies; United States; Decanoic Acids; Eicosapentaenoic Acid; Aged; Fatty Acids, Unsaturated; Young Adult; Adolescent; Principal Component Analysis
PubMed: 38851716
DOI: 10.1186/s12944-024-02142-9 -
Discover Mental Health Jun 2024Postpartum depression and anxiety are major public health concerns that affect 3-39% of women after childbearing and can adversely affect maternal and child health. Most...
Prevalence and predictors of postpartum depression and generalized anxiety symptoms among women who delivered at a tertiary hospital in Mwanza Tanzania: a cross-sectional study.
BACKGROUND
Postpartum depression and anxiety are major public health concerns that affect 3-39% of women after childbearing and can adversely affect maternal and child health. Most studies have investigated postpartum depression and anxiety and their associated factors among women 4-12 weeks after delivery. There is a scarcity of research among women immediately after delivery from low- and middle-income countries, the gap this study aimed to fill.
METHODS
A descriptive cross-sectional study was conducted among 386 postpartum women within one week after delivery. The Edinburg Postnatal Depression Scale was used to assess depressive symptoms and the Generalized Anxiety Disorder - 7 scale was used to screen for symptoms of generalized anxiety disorder. Participants were systematically selected from the postnatal wards and interviewed by trained research assistants from November 2019 to March 2020.
RESULTS
Using standard cut points, the prevalence of depressive and anxiety symptoms was 25.39%, and 37.31% respectively. Having a baby with a weight of 2.5 kgs or more and having partner support were associated with decreased odds of both depression and anxiety symptoms. In contrast, complications during delivery, caesarian section, marital status, and partner violence, were associated with increased odds of depressive and anxiety symptoms post-delivery.
CONCLUSION
There was a high prevalence of postpartum depression and anxiety symptoms among the study participants in the first week post-delivery, with delivery complications and outcome and psychosocial supports identified as associated factors for depression and anxiety symptoms. These findings highlight the need for early screening to identify those at risk for appropriate intervention.
PubMed: 38849688
DOI: 10.1007/s44192-024-00074-5 -
Alternative Therapies in Health and... Jun 2024This study investigated the impact of the use of a family-based delivery room on primiparous women's clinical outcomes and psychological well-being during childbirth. It...
Comparison of Clinical Outcomes and Postpartum Psychological Status Scores in Primiparous Women Delivered with Family Members in a Family-Based Room vs Women Delivered in a General Ward.
BACKGROUND
This study investigated the impact of the use of a family-based delivery room on primiparous women's clinical outcomes and psychological well-being during childbirth. It addressed the growing interest in family-centered care and assessed the effectiveness of a family-based room in providing a supportive environment for delivery.
OBJECTIVE
We aimed to compare the clinical outcomes and postpartum scores regarding the psychological status of primiparous women who delivered with their families in a home-based labor ward and women who delivered in a general labor ward.
METHODS
In this retrospective study, 158 primiparous women, recruited between October 2021 and July 2022, were categorized into 2 groups based on their choice of delivery room: a family group (n=77) and a general group (n=81). Baseline data, indicators related to maternal role adjustment, pregnancy outcomes, psychological status, self-efficacy and quality of life (QoL) data were collected and compared between the 2 groups.
RESULTS
More women in the family group were well- and generally adapted than in the general group, and fewer were poorly adapted than in the general group (P < .05). There were more spontaneous deliveries in the family group than in the general group, and fewer cesarean deliveries, postpartum hemorrhages and cases of neonatal asphyxia than in the general group; lower postpartum Numerical Rating Scale (NRS) scores and higher Appearance, Pulse, Grimace, Activity, and Respiration (APGAR) scores than in the general group, with notably better pregnancy outcomes in the family group (P < .05). Postpartum State Anxiety Inventory (S-AI) and Edinburgh Postnatal Depression Scale (EPDS) scores in the family group (50.25±1.58 and 8.02±0.35, respectively) were remarkably lower than in the general group (59.89±1.98 and 9.84±0.69, respectively) (P < .05). The family group exhibited a postpartum score of self-efficacy higher compared with the general group (P < .05). The QoL score in the family group was noticeably higher than in the general group (P < .05). The time of colostrum secretion in the family group was significantly earlier compared with the control group, and milk production within 48 hours postpartum was significantly higher in the family group (P < .05).
CONCLUSION
The family-based delivery room model significantly enhanced maternal role adaptation, increased the rate of spontaneous delivery, reduced the risk for cesarean conversion and diminished adverse maternal and infant outcomes. In addition, it substantially improved postpartum psychological status and positively influenced maternal self-efficacy and QoL. These findings hold significant reference value for maternal care practices.
PubMed: 38836737
DOI: No ID Found -
Neonatology Today Apr 2024The COVID-19 pandemic posed challenges to measuring mother-infant interactions, a critical outcome for many interventions to support mothers with postpartum depression...
PURPOSE
The COVID-19 pandemic posed challenges to measuring mother-infant interactions, a critical outcome for many interventions to support mothers with postpartum depression symptoms and their new infants. The current study describes the process and lessons learned from implementing a remote assessment of mother-infant interactions during the pandemic.
DESCRIPTION
At the onset of the COVID-19 pandemic, we pivoted from in-person to using two different strategies to remotely assess mother-infant interactions: (1) participants independently recorded and uploaded videos of free-play with their child; and (2) research team conducted a live-video recording of the free-play.
ASSESSMENT
We found initial barriers including technical and video quality issues but overall, a remote option could increase enrollment and retention rates in a sample of postpartum women across various racial/ethnic groups and economic levels.
CONCLUSION
Our experiences in conducting remote assessments with postpartum women add to growing evidence for the feasibility and validity of remote visits. This showed how our methods can be implemented in future research and in practice with postpartum mothers and their infants.
PubMed: 38836047
DOI: No ID Found -
Frontiers in Immunology 2024Depressive syndrome (DS) is a common complication during pregnancy and the postpartum period, and is triggered by multiple organic/genetic and environmental factors....
INTRODUCTION
Depressive syndrome (DS) is a common complication during pregnancy and the postpartum period, and is triggered by multiple organic/genetic and environmental factors. Clinical and biochemical follow-up is essential for the early diagnosis and prognosis of DS. The protozoan Toxoplasma gondii causes infectious damage to the fetus during parasite primary-infection. However, in long-term infections, pregnant women develop immune protection to protect the fetus, although they remain susceptible to pathological or inflammatory effects induced by T. gondii. This study aimed to investigate plasma inflammatory biomarkers in pregnant women seropositive and seronegative for T. gondii, with diagnoses of minor and moderate/severe DS.
METHODS
Pregnant women (n=45; age=18-39 years) were recruited during prenatal care at health centers in Ouro Preto, Minas Gerais, Brazil. Participants were asked to complete a socio-demographic questionnaire to be submitted to well-standardized DS scale calculators (Beck Depression Inventory Questionnaire, Edinburgh Postnatal Depression Scale, and Major Depressive Episode Module). Additionally, 4 mL of blood was collected for plasma neuroserpin, CCL2, IL-17A, and IL-33 analysis.
RESULTS
Pregnant volunteers with chronic T. gondii contact were all IgG+ (44%; n=21) and exhibited increased plasma IL-33, IL-17A, and neuroserpin levels, but not CCL2, compared to uninfected pregnant women. Using Beck's depression inventory, we observed an increase in plasma IL-17A and IL-33 in women with T. gondii infeCction diagnosed with mild DS, whereas neuroserpin was associated with minor and moderate/severe DS.
DISCUSSION
Our data suggest a close relationship between DS in pregnant women with chronic T. gondii infection and neurological conditions, which may be partially mediated by plasma neuroserpin, IL-33, and IL-17A levels.
Topics: Humans; Female; Pregnancy; Interleukin-17; Adult; Toxoplasmosis; Biomarkers; Interleukin-33; Young Adult; Toxoplasma; Adolescent; Pregnancy Complications, Parasitic; Depression
PubMed: 38835777
DOI: 10.3389/fimmu.2024.1394456 -
Frontiers in Psychiatry 2024Understanding the mechanisms underlying maternal postpartum depression (PPD) and its effects on offspring development is crucial. However, research on the association...
INTRODUCTION
Understanding the mechanisms underlying maternal postpartum depression (PPD) and its effects on offspring development is crucial. However, research on the association between maternal PPD, gut microbiota, and offspring neurodevelopment remains limited. This study aimed to examine the association of maternal PPD symptoms with early gut microbiome, gut metabolome, and neurodevelopment in infants at 6 months.
METHODS
Maternal PPD symptoms were assessed using the Edinburgh Postpartum Depression Scale (EPDS) at 42 days postpartum. Infants stool samples collected at 42 days after birth were analyzed using 16S rRNA sequencing and liquid chromatography-mass spectrometry (LC-MS) detection. Infant neurodevelopment was measured at 6 months using the Ages and Stages Questionnaire, Third Edition (ASQ-3). Correlations between gut microbiota, metabolites and neurodevelopment were identified through co-occurrence network analysis. Finally, mediation analyses were conducted to determine potential causal pathways.
RESULTS
A total of 101 mother-infant dyads were included in the final analysis. Infants born to mothers with PPD symptoms at 42 days postpartum had lower neurodevelopmental scores at 6 months. These infants also had increased alpha diversity of gut microbiota and were abundant in and , while depleted abundance of , , and Furthermore, alterations were observed in metabolite levels linked to the Alanine, aspartate, and glutamate metabolic pathway, primarily characterized by decreases in N-Acetyl-L-aspartic acid, L-Aspartic acid, and L-Asparagine. Co-occurrence network and mediation analyses revealed that N-Acetyl-L-aspartic acid and L-Aspartic acid levels mediated the relationship between maternal PPD symptoms and the development of infant problem-solving skills.
CONCLUSIONS
Maternal PPD symptoms are associated with alterations in the gut microbiota and neurodevelopment in infants. This study provides new insights into potential early intervention for infants whose mother experienced PPD. Further research is warranted to elucidate the biological mechanisms underlying these associations.
PubMed: 38835546
DOI: 10.3389/fpsyt.2024.1385229 -
Frontiers in Public Health 2024Perinatal depression affects the physical and mental health of pregnant women. It also has a negative effect on children, families, and society, and the incidence is...
BACKGROUND
Perinatal depression affects the physical and mental health of pregnant women. It also has a negative effect on children, families, and society, and the incidence is high. We constructed a cost-utility analysis model for perinatal depression screening in China and evaluated the model from the perspective of health economics.
METHODS
We constructed a Markov model that was consistent with the screening strategy for perinatal depression in China, and two screening strategies (screening and non-screening) were constructed. Each strategy was set as a cycle of 3 months, corresponding to the first trimester, second trimester, third trimester, and postpartum. The state outcome parameters required for the model were obtained based on data from the National Prospective Cohort Study on the Mental Health of Chinese Pregnant Women from August 2015 to October 2016. The cost parameters were obtained from a field investigation on costs and screening effects conducted in maternal and child health care institutions in 2020. The cost-utility ratio and incremental cost-utility ratio of different screening strategies were obtained by multiplicative analysis to evaluate the health economic value of the two screening strategies. Finally, deterministic and probabilistic sensitivity analyses were conducted on the uncertain parameters in the model to explore the sensitivity factors that affected the selection of screening strategies.
RESULTS
The cost-utility analysis showed that the cost of the screening strategy was 129.54 yuan, 0.85 quality-adjusted life years (QALYs) could be obtained, and the average cost per QALY gained was 152.17 yuan. In the non-screening (routine health care) group, the average cost was 171.80 CNY per person, 0.84 QALYs could be obtained, and the average cost per QALY gained was 205.05 CNY. Using one gross domestic product in 2021 as the willingness to pay threshold, the incremental cost-utility ratio of screening versus no screening (routine health care) was about -3,126.77 yuan, which was lower than one gross domestic product . Therefore, the screening strategy was more cost-effective than no screening (routine health care). Sensitivity analysis was performed by adjusting the parameters in the model, and the results were stable and consistent, which did not affect the choice of the optimal strategy.
CONCLUSION
Compared with no screening (routine health care), the recommended perinatal depression screening strategy in China is cost-effective. In the future, it is necessary to continue to standardize screening and explore different screening modalities and tools suitable for specific regions.
Topics: Humans; Female; Cost-Benefit Analysis; Pregnancy; China; Mass Screening; Markov Chains; Depression; Decision Trees; Prospective Studies; Pregnancy Complications; Adult; Quality-Adjusted Life Years
PubMed: 38832225
DOI: 10.3389/fpubh.2024.1308867 -
Global Health Action Dec 2024Postpartum depression (PPD) affects approximately 17% of the women worldwide with nearly half of all cases going undetected. More research on maternal mental health,...
BACKGROUND
Postpartum depression (PPD) affects approximately 17% of the women worldwide with nearly half of all cases going undetected. More research on maternal mental health, particularly among healthcare professionals and pregnant mothers, could help identify PPD risks and reduce its prevalence.
OBJECTIVE
Given that awareness of PPD is a crucial preventive factor, we studied PPD awareness among midwives and pregnant women in Arkhangelsk, Arctic Russia.
METHODS
A qualitative study was conducted using in-depth semi-structured interviews. Midwives and pregnant women were recruited from the women's clinic of the Arkhangelsk municipal polyclinic. Seven midwives and 12 pregnant mothers were interviewed.
RESULTS
Midwives described limited time for psychological counselling of pregnant women; they reported that their primary focus was on the physiological well-being of women. Pregnant women have expressed a desire for their families to share responsibilities. The participants considered PPD as a mix of psychological and physiological symptoms, and they also highlighted a discrepancy between the expectations of pregnant women and the reality of motherhood. The present study underscored the limited understanding of PPD identification.
CONCLUSIONS
The findings suggest that there is a need for increased awareness among midwives and pregnant women regarding PPD. Prevention programs targeting PPD with a specific emphasis on enhancing maternal mental health knowledge are warranted.
Topics: Humans; Female; Depression, Postpartum; Pregnancy; Midwifery; Russia; Adult; Health Knowledge, Attitudes, Practice; Qualitative Research; Pregnant Women; Arctic Regions; Interviews as Topic; Young Adult
PubMed: 38828500
DOI: 10.1080/16549716.2024.2354008 -
Frontiers in Public Health 2024Self-harm is a preventable, but a leading, cause of maternal morbidity and mortality all over the world, with a significant impact on healthcare systems.
Magnitude of self-harm and associated factors among postnatal mothers attending immunization clinics at public health facilities in Boneya Boshe Woreda, Western Ethiopia, 2023: institution-based cross-sectional study design.
BACKGROUND
Self-harm is a preventable, but a leading, cause of maternal morbidity and mortality all over the world, with a significant impact on healthcare systems.
OBJECTIVE
To assess the magnitude of self-harm and associated factors among postnatal mothers attending immunization clinics.
METHODS
An institution-based cross-sectional study was employed among postnatal mothers attending infant immunization clinics at public health facilities in Boneya Boshe Woreda, Western Ethiopia, 1 October to 30 October 2023. A pretested, face-to-face interviewer-administered structured questionnaire prepared by Kobo Toolbox was used to collect the data. Both bivariable and multivariable logistic regression analyses were done. The level of significance was declared at -value <0.05 with a 95% CI.
RESULTS
Among the 423 mothers enrolled in the study, 415 of them finally participated, at a response rate of 98.10%. The magnitude of self-harm was 12.53% (95% CI: 9.33, 15.73). Involvement of husband in maternity and child healthcare (AOR = 1.90; 95% CI: 1.12, 2.10), depression (AOR = 2.79; 95% CI: 2.14, 6.94), loneliness (AOR = 2.49; 95% CI: 1.15, 5.40), postpartum intimate partner violence (AOR = 2.15; 95% CI: 1.01, 4.54), average monthly income (AOR = 3.70; 95% CI: 2.17, 10.50), and postnatal care (AOR = 2.72; 95% CI: 1.28, 5.80) were significantly associated factors.
CONCLUSION AND RECOMMENDATIONS
The study sought a magnitude of self-harm that was slightly higher than the previous study conducted in the northern part of Ethiopia. Therefore, healthcare providers should focus on identified factors during postnatal care to overcome them. Similarly, the concerned body should develop an effective strategy based on the identified factors to pay attention to postnatal mothers.
Topics: Humans; Ethiopia; Cross-Sectional Studies; Female; Adult; Self-Injurious Behavior; Mothers; Surveys and Questionnaires; Young Adult; Adolescent; Health Facilities; Risk Factors; Postnatal Care; Immunization
PubMed: 38827623
DOI: 10.3389/fpubh.2024.1384688