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Current Status and Role of Artificial Intelligence in Anorectal Diseases and Pelvic Floor Disorders.JSLS : Journal of the Society of... 2024Anorectal diseases and pelvic floor disorders are prevalent among the general population. Patients may present with overlapping symptoms, delaying diagnosis, and... (Review)
Review
BACKGROUND
Anorectal diseases and pelvic floor disorders are prevalent among the general population. Patients may present with overlapping symptoms, delaying diagnosis, and lowering quality of life. Treating physicians encounter numerous challenges attributed to the complex nature of pelvic anatomy, limitations of diagnostic techniques, and lack of available resources. This article is an overview of the current state of artificial intelligence (AI) in tackling the difficulties of managing benign anorectal disorders and pelvic floor disorders.
METHODS
A systematic literature review was performed according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. We searched the PubMed database to identify all potentially relevant studies published from January 2000 to August 2023. Search queries were built using the following terms: AI, machine learning, deep learning, benign anorectal disease, pelvic floor disorder, fecal incontinence, obstructive defecation, anal fistula, rectal prolapse, and anorectal manometry. Malignant anorectal articles and abstracts were excluded. Data from selected articles were analyzed.
RESULTS
139 articles were found, 15 of which met our inclusion and exclusion criteria. The most common AI module was convolutional neural network. researchers were able to develop AI modules to optimize imaging studies for pelvis, fistula, and abscess anatomy, facilitated anorectal manometry interpretation, and improved high-definition anoscope use. None of the modules were validated in an external cohort.
CONCLUSION
There is potential for AI to enhance the management of pelvic floor and benign anorectal diseases. Ongoing research necessitates the use of multidisciplinary approaches and collaboration between physicians and AI programmers to tackle pressing challenges.
Topics: Humans; Pelvic Floor Disorders; Artificial Intelligence; Rectal Diseases; Anus Diseases; Manometry; Fecal Incontinence
PubMed: 38910957
DOI: 10.4293/JSLS.2024.00007 -
The Journal of Maternal-fetal &... Dec 2024The current study aims to evaluate the correlation between oxytocin augmentation and postpartum hemorrhage. (Meta-Analysis)
Meta-Analysis
OBJECTIVE
The current study aims to evaluate the correlation between oxytocin augmentation and postpartum hemorrhage.
METHOD
PubMed, Web of Science, and Scopus has been searched for studies assessing the correlation between oxytocin augmentation and postpartum hemorrhage up to January 24, 2024. The search strategy included relevant keywords related to PPH and oxytocin augmentation. The risk of bias assessment was conducted by two reviewers using the Newcastle-Ottawa Scale (NOS). To pool the effects sized of included studies odds ratios (OR) of interest outcome with their 95% confidence interval (CI) were used.
RESULTS
Eight studies were included in this meta-analysis. The pooled analysis of the included studies showed a statistically significant association between oxytocin augmentation and increased odds of PPH (pooled odds ratio [OR] = 1.27, 95% confidence interval [CI]: 1.05-1.53; I2 = 84.94%; = 0.01). Publication bias was assessed using funnel plots, which appeared relatively asymmetrical, indicating significant publication bias. Galbraith plot and trim and fill plot were used for publication bias. Sensitivity analyses were performed by leave one out method.
CONCLUSION
This meta-analysis suggests that using oxytocin for labor augmentation is linked to a significant increase in the risk of PPH. It highlights the need for careful monitoring and consideration when using oxytocin, especially in low and middle-income countries where guidelines and supervision are crucial.
Topics: Humans; Oxytocin; Female; Postpartum Hemorrhage; Pregnancy; Oxytocics
PubMed: 38910114
DOI: 10.1080/14767058.2024.2369210 -
Noise & HealthSudden sensorineural hearing loss (SSNHL) during pregnancy is a rare condition and has not been much studied. The study aimed to perform a systematic review and... (Meta-Analysis)
Meta-Analysis
BACKGROUND
Sudden sensorineural hearing loss (SSNHL) during pregnancy is a rare condition and has not been much studied. The study aimed to perform a systematic review and meta-analysis of the risk factors, complications, and treatment modalities for SSNHL in pregnant women.
MATERIALS AND METHODS
PubMed, Web of Science, Scopus, ProQuest, and Google Scholar were used for the literature search. The Cochrane technique for assessing risk of bias was used for the article quality appraisal, and RevMan 5.4 was used for conducting the meta-analysis. Standard mean difference (SMD) and odds ratios with a 95% confidence interval (95% CI) were utilized. Heterogeneity and publication bias were assessed using the I-square (I2) test statistic and the Egger's test, respectively.
RESULTS AND DISCUSSION
The seven primary studies employed prospective and retrospective study designs. The meta-analysis showed that there were fewer risk variables for SSNHL in the experimental group compared with those in the control group (SMD = -0.45 to 3.24, 95% CI = -3.063.63 to 2.16-2.85), indicating that the analysis revealed an insignificant difference. However, the treated patients presented hearing improvement, suggesting a significant analysis (SMD = -0.6710.20, 95% CI = -1.2713.51 to -0.066.88). Furthermore, after therapy, substantial differences were observed in SMD between the two groups (SMD = -0.7415.18, 95% CI = -1.2423.85 to -0.256.40) in favor of the experimental group patients, based on the analysis results of four included studies. However, the I2-value of 0% showed that the heterogeneity was low.
CONCLUSION
SSNHL during pregnancy is a notably rare condition with an unknown cause. However, hormonal fluctuations, particularly increased levels of estrogen and progesterone during pregnancy, have been frequently implicated as potential triggers for SSNHL.
Topics: Humans; Pregnancy; Female; Hearing Loss, Sensorineural; Risk Factors; Hearing Loss, Sudden; Pregnancy Complications
PubMed: 38904824
DOI: 10.4103/nah.nah_62_23 -
BMC Public Health Jun 2024Acute HIV infection during pregnancy and in the postpartum period increases the risk of vertical transmission. The World Health Organization (WHO) has recommended... (Meta-Analysis)
Meta-Analysis
BACKGROUND
Acute HIV infection during pregnancy and in the postpartum period increases the risk of vertical transmission. The World Health Organization (WHO) has recommended preexposure prophylaxis for pregnant and postpartum women at risk of acquiring HIV. However, there are significant gaps between the actual practice and the ideal goal of preexposure prophylaxis implementation among pregnant and postpartum women. Therefore, it is important to determine what influences women's implementation of preexposure prophylaxis during pregnancy and in the postpartum period. This review aims to aggregate barriers and facilitators to preexposure prophylaxis implementation among pregnant and postpartum women.
METHODS
A range of electronic databases, including PubMed, CINAHL Plus with Full Text, Embase, and Web of Science, were searched for potentially relevant qualitative studies. The search period extended from the establishment of the databases to March 16, 2023. This review used the ENTREQ (Enhancing transparency in reporting of qualitative research synthesis) statement to guide the design and reporting of qualitative synthesis. The methodological quality of the included studies was assessed using the Joanna Briggs Institute Critical Appraisal Checklist. The JBI meta-aggregation method was applied for guiding the data extraction, and the JBI ConQual method was applied for guiding the evaluation of the level of evidence for the synthesis.
RESULTS
Of retrieved 2042 studies, 12 met the inclusion criteria. The total population sample included 447 participants, including 231 pregnant and postpartum women, 21 male partners, 75 healthcare providers (HCPs)/healthcare workers (HCWs), 18 policymakers, 37 mothers, and 65 women of childbearing age. A total of 149 findings with credibility ratings of "unequivocal" or "equivocal" were included in this meta-synthesis. Barriers and facilitators to preexposure prophylaxis implementation were coded into seven categories, including three facilitator categories: perceived benefits, maintaining relationships with partners, and external support, and four barriers: medication-related barriers, stigma, barriers at the level of providers and facilities, and biases in risk perception.
CONCLUSION
This systematic review and meta-synthesis aggregated the barriers and facilitators of preexposure prophylaxis implementation among pregnant and postpartum women. We aggregated several barriers to maternal preexposure prophylaxis implementation, including medication-related factors, stigma, barriers at the level of providers and facilities, and risk perception biases. Therefore, intervention measures for improving preexposure prophylaxis services can be developed based on these points.
PROSPERO NUMBER
CRD42023412631.
Topics: Humans; Female; Pregnancy; Pre-Exposure Prophylaxis; HIV Infections; Postpartum Period; Qualitative Research; Pregnancy Complications, Infectious; Anti-HIV Agents; Adult; Patient Acceptance of Health Care; Infectious Disease Transmission, Vertical
PubMed: 38902766
DOI: 10.1186/s12889-024-19168-4 -
BMC Pregnancy and Childbirth Jun 2024Smoking during pregnancy is harmful to maternal and child health. Vaping is used for smoking cessation but evidence on health effects during pregnancy is scarce. We...
INTRODUCTION
Smoking during pregnancy is harmful to maternal and child health. Vaping is used for smoking cessation but evidence on health effects during pregnancy is scarce. We conducted a systematic review of health outcomes of vaping during pregnancy.
METHODS
We searched six databases for maternal/fetal/infant outcomes and vaping, including quantitative, English language, human studies of vaping during pregnancy, to November 10th, 2023. We assessed study quality with the Mixed-Methods Appraisal Tool. We focused on comparisons of exclusive-vaping with non-use of nicotine and tobacco products and with smoking. Presentation is narrative as the studies were of insufficient quality to conduct meta-analysis.
RESULTS
We included 26 studies, with 765,527 women, with one randomised controlled trial (RCT) comparing vaping and nicotine replacement therapy for smoking cessation, 23 cohort studies and two case-control studies. While the RCT met 4/5 quality criteria, the quality of the cohort studies and case-control studies was poor; none adequately assessed exposure to smoking and vaping. For studies comparing exclusive-vaping with 'non-use', more reported no increased risk for vaping (three studies) than reported increased risk for maternal pregnancy/postpartum outcomes (one study) and for fetal and infant outcomes (20 studies no increased risk, four increased risk), except for birth-weight and neurological outcomes where two studies each observed increased and no increased risk. When the RCT compared non-users with those not smoking but vaping or using NRT, irrespective of randomisation, they reported no evidence of risk for vaping/NRT. For studies comparing exclusive-vaping and exclusive-smoking, most studies provided evidence for a comparable risk for different outcomes. One maternal biomarker study revealed a lower risk for vaping. For small-for-gestational-age/mean-birth-centile equal numbers of studies found lower risk for vaping than for smoking as found similar risk for the two groups (two each).
CONCLUSIONS
While more studies found no evidence of increased risk of exclusive-vaping compared with non-use and evidence of comparable risk for exclusive-vaping and exclusive-smoking, the quality of the evidence limits conclusions. Without adequate assessment of exposure to vaping and smoking, findings cannot be attributed to behaviour as many who vape will have smoked and many who vape may do so at low levels.
STUDY REGISTRATION
https://osf.io/rfx4q/ .
Topics: Humans; Pregnancy; Female; Vaping; Pregnancy Outcome; Smoking Cessation; Pregnancy Complications; Infant, Newborn
PubMed: 38902658
DOI: 10.1186/s12884-024-06633-6 -
The British Journal of General Practice... Jun 2024Hypertensive disorders of pregnancy (HDP) affect approximately 10-15% of pregnancies and pre-eclampsia affects 3-5% of pregnancies. Women with previous pre-eclampsia or... (Review)
Review
What interventions are effective in reducing development of hypertension and other cardiovascular complications in women who have had hypertensive disorders of pregnancy? A systematic review.
BACKGROUND
Hypertensive disorders of pregnancy (HDP) affect approximately 10-15% of pregnancies and pre-eclampsia affects 3-5% of pregnancies. Women with previous pre-eclampsia or HDP are at increased risk of hypertension (2 to 5 times) and major cardiovascular disease (1.5 to 3 times). There is little guidance on how to reduce this risk.
AIM
To establish if there are interventions in women with previous HDP or pre-eclampsia that reduce the risk of developing adverse cardiovascular outcomes.
METHOD
A protocol was submitted to PROSPERO; inclusion and exclusion criteria were determined and a search strategy implemented. Primary outcomes were: development of hypertension or change in blood pressure and development of other cardiovascular complications. Records and full texts were screened independently by two reviewers. The Cochrane Risk of Bias tool was used for quality assessment.
RESULTS
3593 articles were screened. Nine articles were included. There were seven randomised-controlled trials and two quasi-experimental studies. One study trialled antihypertensive use, two studies looked at blood pressure monitoring and six studies focused on lifestyle interventions. Three trials reported significant reductions in diastolic blood pressure in the experimental group. No studies looked at the optimal time of intervention or the impact of interventions on the development of other long-term cardiovascular complications. Five studies reported participant feedback. The majority of studies were of low quality.
CONCLUSION
Further research needs to explore potential interventions and optimal timing of interventions to reduce cardiovascular risk. Women also need to be consulted about their preferences for discussions about cardiovascular risk and potential interventions.
Topics: Humans; Female; Pregnancy; Hypertension, Pregnancy-Induced; Antihypertensive Agents; Cardiovascular Diseases; Pre-Eclampsia; Hypertension; Blood Pressure
PubMed: 38902046
DOI: 10.3399/bjgp24X738069 -
Scientific Reports Jun 2024The etiology of recurrent pregnancy loss (RPL) is complex and multifactorial and in half of patients it remains unexplained (U-RPL). Recently, low-molecular-weight... (Meta-Analysis)
Meta-Analysis
The etiology of recurrent pregnancy loss (RPL) is complex and multifactorial and in half of patients it remains unexplained (U-RPL). Recently, low-molecular-weight heparin (LMWH) has gained increasing relevance for its therapeutic potential. On this regard, the aim of this systematic review and meta-analysis is to analyze the efficacy of low molecular weight heparin (LMWH) from the beginning of pregnancy in terms of live birth rates (LBR) in U-RPL. Registered randomized controlled trials (RCTs) were included. We stratified findings based on relevant clinical factors including number of previous miscarriages, treatment type and control type. Intervention or exposure was defined as the administration of LMWH alone or in combination with low-dose aspirin (LDA). A total of 6 studies involving 1016 patients were included. The meta-analysis results showed that LMWH used in the treatment of U-RPL was not associated with an increase in LBR with a pooled OR of 1.01, a medium heterogeneity (26.42%) and no publication bias. Results of other sub-analyses according to country, treatment type, and control type showed no significant effect of LMWH on LBR in all subgroups, with a high heterogeneity. The results highlight a non-significant effect of LMWH in U-RPL on LBR based on moderate quality evidence.Registration number: PROSPERO: ( https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42022326433 ).
Topics: Humans; Abortion, Habitual; Heparin, Low-Molecular-Weight; Female; Pregnancy; Aspirin; Anticoagulants; Randomized Controlled Trials as Topic; Live Birth
PubMed: 38898143
DOI: 10.1038/s41598-024-62949-5 -
Frontiers in Endocrinology 2024The prevalence of obesity among women of reproductive age is increasing worldwide, with implications for serious pregnancy complications. (Meta-Analysis)
Meta-Analysis
BACKGROUND
The prevalence of obesity among women of reproductive age is increasing worldwide, with implications for serious pregnancy complications.
METHODS
Following PRISMA guidelines, a systematic search was conducted in both Chinese and English databases up to December 30, 2020. Pregnancy complications and outcomes including gestational diabetes mellitus (GDM), gestational hypertension (GHTN), pre-eclampsia, cesarean section (CS), induction of labor (IOL), and postpartum hemorrhage (PPH) were analyzed. Random-effects or fixed-effects models were utilized to calculate the odds ratio (OR) with 95% confidence intervals (CIs).
RESULTS
Women with overweight and obesity issues exhibited significantly higher risks of GDM (OR, 2.92, 95%CI, 2.18-2.40 and 3.46, 95%CI, 3.05-3.94, respectively) and GHTN (OR, 2.08, 95%CI, 1.72-2.53 and 3.36, 95%CI, 2.81-4.00, respectively) compared to women of normal weight. Pre-eclampsia was also significantly higher in women with overweight or obesity, with ORs of 1.70 (95%CI, 1.44-2.01) and 2.82 (95%CI, 2.66-3.00), respectively. Additionally, mothers with overweight or obesity issues had significantly higher risks of CS (OR, 1.44, 95%CI, 1.41-1.47, and 2.23, 95%CI, 2.08-2.40), IOL (OR, 1.33, 95%CI, 1.30-1.35 and 1.96, 95%CI, 1.85-2.07), and PPH (OR, 1.67, 95%CI, 1.42-1.96 and 1.88, 95%CI, 1.55-2.29).
CONCLUSION
Women with overweight or obesity issues face increased risks of pregnancy complications and adverse outcomes, indicating dose-dependent effects.
Topics: Humans; Pregnancy; Female; Pregnancy Complications; Pregnancy Outcome; Body Mass Index; Obesity; Diabetes, Gestational; Pre-Eclampsia; Cesarean Section; Overweight; Postpartum Hemorrhage
PubMed: 38894748
DOI: 10.3389/fendo.2024.1280692 -
BJOG : An International Journal of... Jun 2024Few studies have examined the associations between pregnancy and birth complications and long-term (>12 months) maternal mental health outcomes. (Review)
Review
BACKGROUND
Few studies have examined the associations between pregnancy and birth complications and long-term (>12 months) maternal mental health outcomes.
OBJECTIVES
To review the published literature on pregnancy and birth complications and long-term maternal mental health outcomes.
SEARCH STRATEGY
Systematic search of Cumulative Index to Nursing and Allied Health Literature (CINAHL), Excerpta Medica Database (Embase), PsycInfo®, PubMed® and Web of Science from inception until August 2022.
SELECTION CRITERIA
Three reviewers independently reviewed titles, abstracts and full texts.
DATA COLLECTION AND ANALYSIS
Two reviewers independently extracted data and appraised study quality. Random-effects meta-analyses were used to calculate pooled estimates. The Meta-analyses of Observational Studies in Epidemiology (MOOSE) guidelines were followed. The protocol was prospectively registered on the International Prospective Register of Systematic Reviews (PROSPERO: CRD42022359017).
MAIN RESULTS
Of the 16 310 articles identified, 33 studies were included (3 973 631 participants). Termination of pregnancy was associated with depression (pooled adjusted odds ratio, aOR 1.49, 95% CI 1.20-1.83) and anxiety disorder (pooled aOR 1.43, 95% CI 1.20-1.71). Miscarriage was associated with depression (pooled aOR 1.97, 95% CI 1.38-2.82) and anxiety disorder (pooled aOR 1.24, 95% CI 1.11-1.39). Sensitivity analyses excluding early pregnancy loss and termination reported similar results. Preterm birth was associated with depression (pooled aOR 1.37, 95% CI 1.32-1.42), anxiety disorder (pooled aOR 0.97, 95% CI 0.41-2.27) and post-traumatic stress disorder (PTSD) (pooled aOR 1.75, 95% CI 0.52-5.89). Caesarean section was not significantly associated with PTSD (pooled aOR 2.51, 95% CI 0.75-8.37). There were few studies on other mental disorders and therefore it was not possible to perform meta-analyses.
CONCLUSIONS
Exposure to complications during pregnancy and birth increases the odds of long-term depression, anxiety disorder and PTSD.
PubMed: 38887891
DOI: 10.1111/1471-0528.17889 -
Clinical Biochemistry Jul 2024The goal of this review was to investigate the levels of pro-inflammatory markers such as Tumour necrosis factor-α (TNF-α) Interlukin-6 (IL-6), C-reactive protein... (Meta-Analysis)
Meta-Analysis
The goal of this review was to investigate the levels of pro-inflammatory markers such as Tumour necrosis factor-α (TNF-α) Interlukin-6 (IL-6), C-reactive protein (CRP), Transforming growth factor-β1 (TGF-β1) and ferritin in pre-eclamptic and normotensive pregnant women. Using PubMed, ProQuest and Google Scholar databases, a literature search was carried out and case-control studies showing associations between inflammatory markers and preeclampsia in pregnancy published between 2010 and 2023 were included. The risk of bias was assessed by using the Newcastle Ottawa quality assessment scale. A random effect meta-analysis was performed and pooled difference in means with 95 % CI were reported. All statistical analyses were performed using R software. Out of 660 articles, 25 articles were included in the systematic review. The differences in means for TGF-β1, CRP, ferritin and TNF-α levels between the preeclamptic women and normotensive women were 2.37 pg/mL [95 % CI: -1.66,6.39], 5.62 mg/L [95 % CI: -4.11,15.36], 32.93 ng/mL [95 % CI: -7.66,58.19] and 13.67 pg/mL [95 % CI: 4.20,23.14] respectively which showed moderate increase. The pooled differences in means for hs-CRP and IL-6 levels between the preeclamptic and normotensive women were 3.20 mg/L [95 % CI: 0.27,6.12] and 17.64 pg/mL [95 % CI: -8.36,43.64] respectively which showed significant increase. Sub-group analysis showed significant differences for CRP, ferritin and TNF-α levels across ethnicities. Meta-analysis demonstrates an increase in the maternal circulating levels of inflammatory markers such as hs-CRP, IL-6 and showed moderate increase in TGF-β1, CRP, ferritin, TNF-α markers among women affected by preeclampsia compared to those with normotensive pregnancies.
Topics: Female; Humans; Pregnancy; Biomarkers; C-Reactive Protein; Ferritins; Inflammation; Interleukin-6; Pre-Eclampsia; Transforming Growth Factor beta1; Tumor Necrosis Factor-alpha
PubMed: 38876455
DOI: 10.1016/j.clinbiochem.2024.110778