Urinary incontinence increases risk of postpartum depression: systematic review and meta-analysis.

OBJECTIVE: Postpartum depression is one of the most common complications after childbearing. Urinary incontinence is a frequent symptom during pregnancy and the postnatal period, often being the first time that women experience it. This systematic review and meta-analysis aimed to synthesize the evidence on the association between urinary incontinence and postpartum depression and to assess whether this association becomes weaker at 6 months after childbirth. DATA SOURCES: MEDLINE, Embase, Cochrane Library, Web of Science, and PsycINFO were searched from inception to December 26, 2023. STUDY ELIGIBILITY CRITERIA: Cross-sectional and cohort studies addressing the association between urinary incontinence and postpartum depression were included. METHODS: Pooled odds ratios and their 95% confidence intervals, and 95% prediction intervals were estimated using a DerSimonian and Laird random-effects model for the association between urinary incontinence and postpartum depression. Subgroup analyses were conducted on the basis of time after delivery (<6 or ≥6 months). The risk of bias was assessed with the National Institutes of Health Quality Assessment Tool for Observational Cohort Studies. RESULTS: Eleven published studies were included in the systematic review and meta-analysis. Overall, the odds ratio for the association between urinary incontinence and postpartum depression was 1.45 (95% confidence interval, 1.11-1.79; 95% prediction interval, 0.49-2.40; I2=65.9%; P=.001). For the 7 cohort studies, the odds ratio was 1.63 (95% confidence interval, 1.35-1.91; 95% prediction interval, 1.14-2.13; I2=11.1%; P=.345). For the 4 cross-sectional studies, the odds ratio was 1.05 (95% confidence interval, 1.04-1.05; 95% prediction interval, 1.04-1.06; I2=0.0%; P=.413). According to the time after delivery, the odds ratio estimates for cohort studies with a postpartum period <6 months were 1.44 (95% confidence interval, 1.07-1.81; prediction interval, 0.63-2.25; I2=0.0%; P=.603) and 1.53 (95% confidence interval, 1.16-1.89; prediction interval, 0.41-2.65; I2=50.7%; P=.087) for those with a postpartum period ≥6 months. CONCLUSION: This systematic review and meta-analysis suggests that urinary incontinence may be a potential predictor of postpartum depression. Thus, it is important that health care professionals offer support and treatment options to women who experience these conditions.

Assessing the relevance of mental health factors in fibromyalgia severity: A data-driven case study using explainable AI.

BACKGROUND AND OBJECTIVE: Fibromyalgia is a chronic disease that causes pain and affects patients' quality of life. Current treatments focus on pharmacological therapies for pain reduction. However, patients' psychological well-being is also affected, with depression and pain catastrophizing being common. This research addresses the clinicians' need to assess the influence of mental health factors on FM severity compared to pain factors. METHODS: A co-development study between FM clinicians and data scientists analyzed data from 166 FM-diagnosed patients to assess the influence of mental health factors on FM severity in comparison to pain factors. The study used the Polysymptomatic Distress Scale (PDS) and Fibromyalgia Impact Questionnaire (FIQ) as FM severity indicators and collected 15 variables including regarding demographics, pain intensity perceived, and mental health factors. The team used an author's developed framework to identify the optimal FM severity classifier and explainability by selecting a number of features that lead to obtaining the best classification result. Machine learning classifiers employed in the framework were: decision trees, logistic regression, support vector machines, random forests, AdaBoost, extra trees, and RUSBoost. Explainability analyses were conducted using the following explainable AI techniques: SHapley Additive exPlanations (SHAP), Partial Dependence Plot (PDP), and Mean Decrease Impurity (MDI). RESULTS: A balanced random forest with 6 features achieved the best performance with PDS (AUC_ROC, mean = 0.81, std = 0.07). Being FIQ the target variable, due to the imbalance in FM severity levels, a binary and a multiclass classification approaches were considered achieving the optimal performance, respectively, a logistic regression classifier (AUC_ROC, mean = 0.83, std = 0.08) with 6 selected features, and a random forest (AUC_ROC, mean = 0.91, std = 0.04) with 8 selected features. Next, the explainability analysis determined mental health factors were found to be more relevant than pain perceived factors for FM severity. CONCLUSIONS: This study's findings, validated by clinicians, are potentially aligned with FM international guidelines that promote non-pharmacological interventions such as promoting mental well-being of FM patients.

Estimulación del nervio tibial posterior en el tratamiento de la incontinencia fecal: revisión sistemática / Posterior tibial nerve stimulation in the treatment of fecal incontinence: a systematic review

La incontinencia fecal supone un importante impacto en la calidad de vida, produciendo estigmatización y exclusión social. La electroestimulación del nervio tibial posterior se emplea como técnica de tratamiento de la misma. La presente revisión sistemática tiene por objeto evaluar la eficacia de esta técnica en el tratamiento de la incontinencia fecal. La búsqueda bibliográfica en PubMed, Scopus, Web of Knowledge y PEDro se desarrolló siguiendo la declaración Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA), e incluyó ensayos clínicos aleatorizados y series de casos. Las medidas de resultado fueron la eficacia del tratamiento, la severidad de la incontinencia y la calidad de vida, tanto para la estimulación percutánea como transcutánea a corto, medio y largo plazo. Veintitrés estudios reunieron los criterios de selección. Dos ensayos clínicos obtuvieron diferencias significativas respecto al placebo, en términos de eficacia del tratamiento. Quince series de casos concluyeron con mejoras significativas en términos de eficacia, severidad y calidad de vida. Todos los ensayos clínicos y series de casos consiguieron reducir los episodios incontinentes y aumentar el tiempo de aplazamiento de la defecación. Programas de una o dos sesiones por semana, de 30 a 60 minutos, con anchura de pulso de 200 microsegundos y frecuencias de 10-20 hertzios son los óptimos para obtener estos resultados. No se ha demostrado superioridad de la estimulación percutánea frente a la transcutánea. La ENTP resulta efectiva en el tratamiento de la incontinencia fecal aunque se requieren tratamientos a largo plazo para consolidar los efectos de la técnica

Fecal incontinence severely impacts on quality of life, causing stigmatization and social exclusion. Posterior tibial nerve stimulation (PTNS) is one technique used for treatment. This systematic review aims to assess the effectiveness of PTNS for the treatment of fecal incontinence. A literature review was performed in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) declaration. Pubmed, Scopus, Web of Knowledge and PEDro databases were searched for both randomized clinical trials and cases series. The outcome variables were treatment effectiveness, severity of incontinence and quality of life; all were measured in the short, mid and long-term after performing both percutaneous and transcutaneous PTNS. Twenty-three studies met the selection criteria. Two clinical trials found significant differences in treatment effectiveness compared to the placebo response. Fifteen cases series observed significant differences in terms of effectiveness, severity and quality of life. All clinical trials achieved a reduction in the number of incontinence episodes and an increase in the deferral time for defecation. Optimal results were achieved by interventions consisting of one or two weekly sessions of a 30-60 minutes duration and the use of pulse widths of 200 µs and frequencies of 10-20 Hz. Percutaneous stimulation did not demonstrate better results compared to transcutaneous application. PTNS is an effective technique for the treatment of fecal incontinence, although long-term interventions are required in order to prolong its effects in the long-term

Incontinencia urinaria y disfunción del suelo pélvico / Urinary incontinenece and pelvic floor dysfunction

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