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Heliyon Jan 2024The present study presents the development and validation of a clinical prediction model using random survival forest (RSF) and stepwise Cox regression, aiming to...
INTRODUCTION
The present study presents the development and validation of a clinical prediction model using random survival forest (RSF) and stepwise Cox regression, aiming to predict the probability of pelvic inflammatory disease (PID) progressing to sepsis.
METHODS
A retrospective cohort study was conducted, gathering clinical data of patients diagnosed with PID between 2008 and 2019 from the Medical Information Mart for Intensive Care (MIMIC)-IV database. Patients who met the Sepsis 3.0 diagnostic criteria were selected, with sepsis as the outcome. Univariate Cox regression and stepwise Cox regression were used to screen variables for constructing a nomogram. Moreover, an RSF model was created using machine learning algorithms. To verify the model's performance, a calibration curve, decision curve analysis (DCA), and receiver operating characteristic (ROC) curve were utilized. Furthermore, the capabilities of the two models for estimating the incidence of sepsis in PID patients within 3 and 7 days were compared.
RESULTS
A total of 1064 PID patients were included, of whom 54 had progressed to sepsis. The established nomogram highlighted dialysis, reduced platelet (PLT) counts, history of pneumonia, medication of glucocorticoids, and increased leukocyte counts as significant predictive factors. The areas under the curve (AUCs) of the nomogram for prediction of PID progression to sepsis at 3-day and 7-day (3-/7-day) in the training set and the validation set were 0.886/0.863 and 0.824/0.726, respectively, and the C-index of the model was 0.8905. The RSF displayed excellent performance, with AUCs of 0.939/0.919 and 0.712/0.571 for 3-/7-day risk prediction in the training set and validation set, respectively.
CONCLUSION
The nomogram accurately predicted the incidence of sepsis in PID patients, and relevant risk factors were identified. While the RSF model outperformed the Cox regression models in predicting sepsis incidence, its performance exhibited some instability. On the other hand, the Cox regression-based nomogram displayed stable performance and improved interpretability, thereby supporting clinical decision-making in PID treatment.
PubMed: 38163183
DOI: 10.1016/j.heliyon.2023.e23148 -
Case Reports in Women's Health Jul 2021Pelvic inflammatory disease after hysterectomy is rare and the underlying route of infection is highly heterogeneous. We report the case of a 52-year-old woman with a...
Pelvic inflammatory disease after hysterectomy is rare and the underlying route of infection is highly heterogeneous. We report the case of a 52-year-old woman with a history of vaginal hysterectomy for uterine prolapse admitted to the emergency department with acute abdominal pain and fever. Vaginal discharge and pelvic tenderness were evident in the clinical examination. Ultrasound and computed tomography scans showed a cystic pelvic mass in contact with the vaginal cuff, suggesting the diagnosis of pelvic inflammatory disease. Laparoscopic examination revealed a bilateral tubo-ovarian abscess firmly attached and fistulized to the vaginal cuff, and after tubal removal and antibiotic coverage the patient had an optimal recovery. We performed a review of the case reports published on this subject, and concluded that pelvic inflammatory disease should not be excluded in patients with a history of hysterectomy when symptoms and findings are compatible.
PubMed: 34178608
DOI: 10.1016/j.crwh.2021.e00335 -
American Journal of Obstetrics &... Aug 2023Precesarean vaginal antisepsis can benefit pregnant women with ruptured membranes. However, in the general population, recent trials have shown mixed results in reducing... (Meta-Analysis)
Meta-Analysis Review
OBJECTIVE
Precesarean vaginal antisepsis can benefit pregnant women with ruptured membranes. However, in the general population, recent trials have shown mixed results in reducing postoperative infections. This study aimed to systematically review clinical trials and summarize the most suitable vaginal preparations for cesarean delivery in preventing postoperative infection.
DATA SOURCES
We searched PubMed, Web of Science, Cochrane Library, SinoMed databases, and the ClinicalTrials.gov clinical trials registry for randomized controlled trials and conference presentations (past 20 years, 2003-2022). Reference lists of previous meta-analyses were searched manually. In addition, we conducted subgroup analysis on the basis of whether the studies were conducted in developed or developing countries, whether the membranes were ruptured, and whether patients were in labor.
STUDY ELIGIBILITY CRITERIA
We included randomized controlled trials comparing vaginal preparation methods for the prevention of postcesarean infection with each other or with negative controls.
METHODS
Two reviewers independently extracted data and assessed the risk of bias and the certainty of the evidence. The effectiveness of prevention strategies was assessed by frequentist-based network meta-analysis models. The outcomes were endometritis, postoperative fever, and wound infection.
RESULTS
A total of 23 trials including 10,026 cesarean delivery patients were included in this study. Vaginal preparation methods included 19 iodine-based disinfectants (1%, 5%, and 10% povidone-iodine; 0.4% and 0.5% iodophor) and 4 guanidine-based disinfectants (0.05% and 0.20% chlorhexidine acetate; 1% and 4% chlorhexidine gluconate). Overall, vaginal preparation significantly reduced the risks of endometritis (3.4% vs 8.1%; risk ratio, 0.41 [0.32-0.52]), postoperative fever (7.1% vs 11.4%; risk ratio, 0.58 [0.45-0.74]), and wound infection (4.1% vs 5.4%; risk ratio, 0.73 [0.59-0.90]). With regard to disinfectant type, iodine-based disinfectants (risk ratio, 0.45 [0.35-0.57]) and guanidine-based disinfectants (risk ratio, 0.22 [0.12-0.40]) significantly reduced the risk of endometritis, and iodine-based disinfectants reduced the risk of postoperative fever (risk ratio, 0.58 [0.44-0.77]) and wound infection (risk ratio, 0.75 [0.60-0.94]). With regard to disinfectant concentration, 1% povidone-iodine was most likely to simultaneously reduce the risks of endometritis, postoperative fever, and wound infection.
CONCLUSION
Preoperative vaginal preparation can significantly reduce the risk of postcesarean infectious diseases (endometritis, postoperative fever, and wound infection); 1% povidone-iodine has particularly outstanding effects.
Topics: Humans; Female; Pregnancy; Povidone-Iodine; Anti-Infective Agents, Local; Surgical Wound Infection; Endometritis; Network Meta-Analysis; Iodine; Disinfectants; Communicable Diseases
PubMed: 37178722
DOI: 10.1016/j.ajogmf.2023.100990 -
The Journal of Maternal-fetal &... Apr 2021Dysregulated maternal systemic inflammatory response is a commonly accepted component in the pathogenesis of preeclampsia. Chronic inflammation then occurs characterized...
BACKGROUND
Dysregulated maternal systemic inflammatory response is a commonly accepted component in the pathogenesis of preeclampsia. Chronic inflammation then occurs characterized by oxidative stress, proinflammatory cytokine production, and abnormal T-cell function. Infection results in similar physiologic changes.
OBJECTIVE
The objective of this study was to examine the association between the diagnosis of preeclampsia and the development of chorioamnionitis, postpartum fever, endometritis and wound infection. We hypothesize that the heightened chronic inflammatory state of preeclampsia increases the risk for maternal peripartum infection.
STUDY DESIGN
This was a retrospective cohort study from the Consortium on Safe Labor (CSL). In the present analysis, we included all women from the CSL database and compared their characteristics and pregnancy outcomes between those with and without a diagnosis of preeclampsia prior to labor. Women presenting with preterm prelabor rupture of membranes or were diagnosed with preeclampsia during labor or postpartum were excluded. The primary outcome was a composite of maternal peripartum infections including intrapartum chorioamnionitis, postpartum fever, endometritis, and wound infection. This outcome was compared between women with and without a diagnosis of preeclampsia prior to labor using univariable and multivariable analyses.
RESULTS
A total of 227,052 women were eligible for the analysis, of these 14,268 (6.3%) were diagnosed with preeclampsia. In univariable analysis, the rate of composite maternal peripartum infection was higher among women with preeclampsia (4.2 versus 3.8%, = .026). When looking at each individual component, that rates of wound infection (1.0 versus 0.5%, < .001) and postpartum fever (8.2 versus 4.4%, < .001) were higher among women with diagnosis of preeclampsia, whereas the rate of intrapartum chorioamnionitis was lower among women with preeclampsia (1.3 versus 1.7% = .004). Endometritis rates did not differ between the two groups. In multivariable logistic regression, adjusted for confounding variables, including maternal race, insurance status, prepregnancy BMI, maternal age, number of fetuses, number of vaginal exams, intrauterine pressure catheter and fetal scalp electrode placement, mode of delivery, group B streptococcus positivity, maternal education level, induction of labor, prelabor rupture of membranes, tobacco use, presence of diabetes (pregestational and gestational), gestational age at delivery, and chronic hypertension, the association between preeclampsia and composite maternal peripartum infection did not persist. In fact, after controlling for these influences, women with preeclampsia showed lower rates of intrapartum chorioamnionitis (aOR 0.83, 95% CI 0.70-0.99). The rest of the individual component of the primary composite outcome, postpartum fever, endometritis, and wound infection, were not associated with the diagnosis of preeclampsia.
CONCLUSIONS
In this large cohort of women diagnosed with preeclampsia prior to labor, the rate of intrapartum chorioamnionitis was decreased and the rate of postpartum infectious morbidity was not higher compared to women without a diagnosis of preeclampsia.
Topics: Chorioamnionitis; Endometritis; Female; Humans; Infant, Newborn; Morbidity; Peripartum Period; Pre-Eclampsia; Pregnancy; Retrospective Studies
PubMed: 31167579
DOI: 10.1080/14767058.2019.1628944 -
Saudi Journal of Biological Sciences Nov 2020Infertility is a global health issue and hysterosalpingography (HSG) is a valuable radiological tool in infertility workup and remains a main modality for investigating...
BACKGROUND
Infertility is a global health issue and hysterosalpingography (HSG) is a valuable radiological tool in infertility workup and remains a main modality for investigating female infertility. However, the HSG findings of infertility are not the same worldwide.This study aimed at evaluating the incidence of HSG findings in patients investigated for primary and secondary infertility, correlating these findings with their clinical data that reflect the infertility causes and comparing the findings with previous international studies.
METHODS
A prospective descriptive study of 75 female patients referred, as cases of infertility, for HSG examination in Elrebat Hospital and Khartoum Advanced Diagnostic Center. HSG was performed in the first half of the cycle. The procedure and its complications, were explained to the patients and informed consents were obtained. Patients with active pelvic infection and active uterine or vaginal bleeding were excluded from the study. Using aseptic technique and with proper patient's positioning, iodinated contrast was introduced into the cervix under fluoroscopic monitoring, to demonstrate the uterine cavity, fallopian tubes and free spillage into the peritoneal cavity. Personal data, clinical data and HSG findings were analyzed using SPSS version 23.
RESULTS
The commonest age group seen was 26-36 years. Close incidences of primary and secondary infertility were detected. 52.7% had abnormal findings in HSG. Tubal pathology (42.7%) being the most common abnormality, followed by uterine and combined abnormalities. There was strong association between past medical history suggesting pelvic inflammatory disease (PID) or past history suggesting tubal blockage secondary to abdominopelvic surgery and tubal abnormalities.
CONCLUSION
HSG examinations revealed that the most common abnormality was tubal blockage possibly complicating PID and abdominopelvic surgeries. This reflects the HSG diagnostic and therapeutic role in the assessment of female infertility and the further needs for more preventive measures targeting the reduction of tubal pathologies in developing countries.
PubMed: 33100842
DOI: 10.1016/j.sjbs.2020.08.041 -
Microbiology Spectrum Aug 2022Intestinal microbiota-mediated aryl hydrocarbon receptor (AhR) activation plays an important role in host-microbiota interactions and disease development. However,...
Intestinal microbiota-mediated aryl hydrocarbon receptor (AhR) activation plays an important role in host-microbiota interactions and disease development. However, whether AhR activation mediates infection-induced inflammation in remote organs is not clear. The purpose of this study is to assess the effects and underlying mechanism of AhR activation and gut microbiota-mediated dietary tryptophan (Trp) metabolism on infection-induced inflammation using an Escherichia coli (E. coli)-induced endometritis model in mice. We found that AhR activation by 6-formylindolo (3,2-b) carbazole (Ficz), which is an AhR agonist derived from the photooxidation of Trp, alleviated E. coli-induced endometritis by repairing barrier function and inhibiting inflammatory responses, while inhibition of AhR by CH223191, which is a synthetic AhR antagonist, aggravated E. coli-induced endometritis. Gut dysbiosis damaged AhR activation and exacerbated E. coli-induced endometritis in mice, which responded to the reduced abundance of AhR ligand producers, such as spp. Supplementation with dietary Trp ameliorated E. coli-induced endometritis in a microbiota-dependent manner, which was associated with the production of AhR ligands. Administration of AhR ligands, including indole and indole aldehyde, but not indole-3-propionic acid, rescued the protective effect of Trp on E. coli-induced endometritis in dysbiotic mice. Moreover, consumption of Lactobacillus reuteri (L. reuteri) containing AhR ligand-producing capability also alleviated E. coli-induced endometritis in mice in an AhR-dependent manner. Our results demonstrate that microbiota-mediated AhR activation is a key factor in fighting pathogen-caused inflammation, which leads to a potential strategy to regulate the gut microbiota and metabolism by dietary Trp or probiotics for the intervention of infectious diseases and reproductive health. Infection-induced endometritis is a common and frequently occurring disease in humans and animals. Accumulating evidence suggests an important role of the gut microbiota in the development of infection-induced inflammation. Whether and how gut microbiota-mediated AhR activation regulates the pathogenesis of pathogen-induced endometritis remains unknown. The current study found that AhR activation ameliorated E. coli-induced endometritis, and inhibition of AhR produced negative results. Gut dysbiosis reduced the abundance of AhR ligand producers including spp., damaged AhR activation, and exacerbated E. coli-induced endometritis. Supplementation with dietary Trp, AhR ligands, and L. reuteri containing AhR ligand-producing capability alleviated E. coli-induced endometritis in mice. Our results suggest an important role of microbiota-mediated AhR activation in the pathogenesis of endometritis and provide potential strategies for the intervention of infectious diseases and reproductive health by regulating the gut microbiota and metabolism.
Topics: Animals; Dysbiosis; Endometritis; Escherichia coli; Female; Gastrointestinal Microbiome; Humans; Inflammation; Limosilactobacillus reuteri; Ligands; Mice; Receptors, Aryl Hydrocarbon; Tryptophan
PubMed: 35727038
DOI: 10.1128/spectrum.00811-22 -
Epidemiologia E Servicos de Saude :... 2021Pelvic Inflammatory Disease is a topic included in the Clinical Protocol and Therapeutic Guidelines for Comprehensive Care for People with Sexually Transmitted...
Pelvic Inflammatory Disease is a topic included in the Clinical Protocol and Therapeutic Guidelines for Comprehensive Care for People with Sexually Transmitted Infections, published by the Brazilian Ministry of Health in 2020. Pelvic inflammatory disease is an acute infection of the upper female genital tract due to canalicular spread of endogenous cervicovaginal microorganisms, in particular sexually transmitted organisms. Standing out among the etiological agents involved are Chlamydia trachomatis and Neisseria gonorrhoeae. The most important sequels are chronic pelvic pain, infertility and ectopic pregnancy. Clinical diagnosis is the most important practical approach. Antibiotic treatment should start immediately upon clinical suspicion. The article contains guidance for health service managers and health professionals on diagnostic tests, treatment, follow-up, counseling, notification, handling of sexual partnerships and special populations. In view of increased availability of the molecular biology technique in Brazil, C. trachomatis and N. gonorrhoeae screening is recommended as a disease prevention strategy.
Topics: Brazil; Chlamydia trachomatis; Female; Humans; Pelvic Inflammatory Disease; Pregnancy; Sexual Behavior; Sexually Transmitted Diseases
PubMed: 33729405
DOI: 10.1590/S1679-4974202100011.esp1 -
Balkan Medical Journal Jul 2022
Topics: Female; Hepatitis; Hiccup; Humans; Pelvic Inflammatory Disease; Peritonitis
PubMed: 35669945
DOI: 10.4274/balkanmedj.galenos.2022.2022-3-135 -
Frontiers in Immunology 2023Endometritis is a kind of common obstetric disease in women, usually caused by various pathogenic bacteria. Neutrophil infiltration is one of the most important... (Review)
Review
Endometritis is a kind of common obstetric disease in women, usually caused by various pathogenic bacteria. Neutrophil infiltration is one of the most important pathological features of endometritis. Neutrophils can reach the uterine cavity through the endometrium, and make early response to the infection caused by the pathogen. Neutrophil extracellular traps (NETs), a meshwork of chromatin fibers extruded by neutrophils, have a role in entrapping microbial pathogens. It has been confirmed that NETs have a strong antibacterial effect and play crucial roles in the occurrence and development of various diseases. However, while killing pathogenic bacteria, excessive NETs formation may cause immune damage to the body. NETs are present in endometrium of female domestic animals in different physiological periods, especially post-mating, postpartum and in the presence of lesions, especially in endometritis. Meanwhile, NETs and its products might contribute to a reduction in physical clearance and persistent endometritis. In brief, NETs is a double-edged sword and it may play a different role in the development of endometritis, which may be beneficial or harmful, and its specific mechanism needs further study. Here we provide an overview of the role of NETs in the development of endometritis and the regulatory role of selenium on NETs formation and endometritis.
Topics: Humans; Animals; Pregnancy; Female; Extracellular Traps; Endometritis; Neutrophils; Endometrium; Animals, Domestic
PubMed: 37033951
DOI: 10.3389/fimmu.2023.1153851 -
Journal of Cellular and Molecular... Jan 2020Endometritis is a postnatal reproductive disorder disease, which leads to great economic losses for the modern dairy industry. Emerging evidence indicates that...
Endometritis is a postnatal reproductive disorder disease, which leads to great economic losses for the modern dairy industry. Emerging evidence indicates that microRNAs (miRNAs) play a pivotal role in a variety of diseases and have been identified as critical regulators of the innate immune response. Recent miRNome profile analysis revealed an altered expression level of miR-148a in cows with endometritis. Therefore, the present study aims to investigate the regulatory role of miR-148a in the innate immune response involved in endometritis and estimate its potential therapeutic value. Here, we found that miR-148a expression in lipopolysaccharide (LPS)-stimulated endometrial epithelial cells was significantly decreased. Our results also showed that overexpression of miR-148a using agomiR markedly reduced the production of pro-inflammatory cytokines, such as IL-1β and TNF-α. Moreover, overexpression of miR-148a also suppressed NF-κB p65 activation by targeting the TLR4-mediated pathway. Subsequently, we further verified that miR-148a repressed TLR4 expression by binding to the 3'-UTR of TLR4 mRNA. Additionally, an experimental mouse endometritis model was employed to evaluate the therapeutic value of miR-148a. In vivo studies suggested that up-regulation of miR-148a alleviated the inflammatory conditions in the uterus as evidenced by H&E staining, qPCR and Western blot assays, while inhibition of miR-148a had inverse effects. Collectively, pharmacologic stabilization of miR-148a represents a novel therapy for endometritis and other inflammation-related diseases.
Topics: Animals; Base Sequence; Cattle; Cytokines; Endometritis; Epithelial Cells; Female; Gene Expression Regulation; Gene Knockdown Techniques; Inflammation; Inflammation Mediators; Lipopolysaccharides; Mice, Inbred BALB C; MicroRNAs; NF-kappa B; Signal Transduction
PubMed: 31756048
DOI: 10.1111/jcmm.14744