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1.
Matern Health Neonatol Perinatol ; 10(1): 13, 2024 Jul 03.
Artigo em Inglês | MEDLINE | ID: mdl-38956743

RESUMO

INTRODUCTION: The constellation of pre and perinatal predictors are introduced as predictor for autism spectrum disorders (ASD), however, the information about the direction and strength of these predictors are lacking in Western, Iran. The current study aimed to determine the pre and perinatal predictors of ASD among children in this region. METHODS: This case-control study was conducted in Hamadan, Western Iran during January to March 2022. The study included 100 children with ASD who referred to the autism center as case group. Hundred children without ASD from registration system of health service centers were selected as control group and were matched (1:1) to cases by age and place of residency. A structured questionnaire about pre and perinatal predictors of ASD was developed by an expert panel. The questionnaire was administered by interviewing the mothers of children. RESULTS: Boy gender (OR: 3.51, 95% CI: 1.74-7.10, p-value < 0.001), small for gestational age (SGA) (3.92, 1.64-9.39, 0.002), maternal diabetes (3.51, 1.03-24.95, 0.04) and family history of mental disorders (3.64, 1.18-11.27, 0.04) were identified as significant predictors in a multivariable analysis. CONCLUSION: Our study emphasizes on the importance of screening and monitoring for ASD in the boys, those with history of SGA, from mothers with history of diabetes and with family history of mental disorders. Proposing the replication of findings emphasizes the necessity of conducting studies with larger sample sizes.

2.
Clin Exp Pediatr ; 2024 Jul 19.
Artigo em Inglês | MEDLINE | ID: mdl-39054642

RESUMO

Background: Autism spectrum disorder (ASD) is a neurodevelopmental disorder characterized by severe social communication deficits and stereotypical repetitive behaviors. Purpose: This umbrella review assessed neonatal risk factors associated with ASD using meta-analyses and systematic reviews. Methods: We conducted a systematic search of interna-tional databases including PubMed, Scopus, and Web of Science for studies published through April 2022 utilizing pertinent keywords. A random-effects model was used to calculate the odds ratio (OR) and 95% confidence interval (CI). Substantial heterogeneity was considered at values of I2≥50%. A quality assessment of the included studies was performed using the A MeaSurement Tool to Assess Systematic Reviews (AMSTAR2) checklist. Results: A total of 207,221 children with ASD and 22,993,128 neurotypical children were included. Six meta-analyses were included in this umbrella review. The factors of congenital heart disease (OR, 1.35; 95% CI, 1.17-1.52), macrosomia (OR, 1.11; 95% CI, 1.05-1.18), low birth weight (OR, 1.63; 95% CI, 1.48-1.81), very low birth weight (OR, 2.25; 95% CI, 1.79-2.83), small for gestational age (OR, 1.17; 95% CI, 1.09-1.24), jaundice (OR, 1.74; 95% CI, 1.42-2.12), male sex (OR, 1.47; 95% CI, 1.39-1.55) and 1-minute Apgar score <7 (OR, 1.40; 95% CI, 1.26-1.55) were graded as suggestive evidence (class III). Only 3 studies reported heterogeneity (I2<50%). Based on the AMSTAR2 analysis, the methodological quality was critically low in 3 meta-analyses, low in 2, and moderate in 1. Conclusion: Based on these results, clinicians should consider the risk factors for ASD and screen children in clinics.

3.
Sci Rep ; 14(1): 5152, 2024 Mar 02.
Artigo em Inglês | MEDLINE | ID: mdl-38431701

RESUMO

In this paper, a Cluster-based Synthetic minority oversampling technique (SMOTE) Both-sampling (CSBBoost) ensemble algorithm is proposed for classifying imbalanced data. In this algorithm, a combination of over-sampling, under-sampling, and different ensemble algorithms, including Extreme Gradient Boosting (XGBoost), random forest, and bagging, is employed in order to achieve a balanced dataset and address the issues including redundancy of data after over-sampling, information loss in under-sampling, and random sample selection for sampling and sample generation. The performance of the proposed algorithm is evaluated and compared to different state-of-the-art competing algorithms based on 20 benchmark imbalanced datasets in terms of the harmonic mean of precision and recall (F1) and area under the receiver operating characteristics curve (AUC) measures. Based on the results, the proposed CSBBoost algorithm performs significantly better than the competing algorithms. In addition, a real-world dataset is used to demonstrate the applicability of the proposed algorithm.

4.
Case Rep Med ; 2024: 5561686, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38510534

RESUMO

Idiopathic hypertrophic pachymeningitis (IHP) is a rare disease with diffuse thickening of the dura mater that has no specific clinical symptoms and manifestations and it causes neurosurgeons to misdiagnose. A 4-year-old girl presented at the emergency room of our hospital with speech difficulty and severe headache. Head computed tomography scans (CT scan) on admission revealed a large fluid collection over the right temporoparietal region with mass effect, and the neurosurgeon drained it with the initial diagnosis of subdural hematoma. However, the postoperative CT scan demonstrated the failure of surgical drainage; therefore, magnetic resonance imaging (MRI) was requested for the patient. MRI identified diffuse nodular dural thickening with internal septations and different internal hemorrhagic stages on the right side with no evidence of brain parenchymal involvement and according to the serology and autoimmune screening tests, and IHP was diagnosed for the patient. The patient underwent craniotomy. There was an immediate improvement of neurologic symptoms. The patient had good clinical and radiologic outcome at 3 -months follow-up. IHP should be part of the differential diagnosis of some cases of noncommunicating hydrocephalus; however, the rarity of the disease and the absence of specific clinical symptoms make the diagnosis difficult.

5.
BMC Psychiatry ; 24(1): 105, 2024 Feb 06.
Artigo em Inglês | MEDLINE | ID: mdl-38321404

RESUMO

BACKGROUND: Post COVID-19 syndrome, also known as "Long COVID," is a complex and multifaceted condition that affects individuals who have recovered from SARS-CoV-2 infection. This systematic review and meta-analysis aim to comprehensively assess the global prevalence of depression, anxiety, and sleep disorder in individuals coping with Post COVID-19 syndrome. METHODS: A rigorous search of electronic databases was conducted to identify original studies until 24 January 2023. The inclusion criteria comprised studies employing previously validated assessment tools for depression, anxiety, and sleep disorders, reporting prevalence rates, and encompassing patients of all age groups and geographical regions for subgroup analysis Random effects model was utilized for the meta-analysis. Meta-regression analysis was done. RESULTS: The pooled prevalence of depression and anxiety among patients coping with Post COVID-19 syndrome was estimated to be 23% (95% CI: 20%-26%; I2 = 99.9%) based on data from 143 studies with 7,782,124 participants and 132 studies with 9,320,687 participants, respectively. The pooled prevalence of sleep disorder among these patients, derived from 27 studies with 15,362 participants, was estimated to be 45% (95% CI: 37%-53%; I2 = 98.7%). Subgroup analyses based on geographical regions and assessment scales revealed significant variations in prevalence rates. Meta-regression analysis showed significant correlations between the prevalence and total sample size of studies, the age of participants, and the percentage of male participants. Publication bias was assessed using Doi plot visualization and the Peters test, revealing a potential source of publication bias for depression (p = 0.0085) and sleep disorder (p = 0.02). However, no evidence of publication bias was found for anxiety (p = 0.11). CONCLUSION: This systematic review and meta-analysis demonstrate a considerable burden of mental health issues, including depression, anxiety, and sleep disorders, among individuals recovering from COVID-19. The findings emphasize the need for comprehensive mental health support and tailored interventions for patients experiencing persistent symptoms after COVID-19 recovery.


Assuntos
Ansiedade , Depressão , Síndrome de COVID-19 Pós-Aguda , Transtornos do Sono-Vigília , Humanos , Ansiedade/epidemiologia , Capacidades de Enfrentamento , Depressão/epidemiologia , Síndrome de COVID-19 Pós-Aguda/psicologia , Prevalência , Transtornos do Sono-Vigília/epidemiologia
6.
Oncol Lett ; 27(4): 142, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38385115

RESUMO

Locoregional recurrences and distant metastases are major problems for patients with squamous cell carcinoma of the head and neck (SCCHN). Because SCCHN is a heterogeneous group of tumours with varying characteristics, the present study concentrated on the subgroup of squamous cell carcinoma of the oral tongue (SCCOT) to investigate the use of machine learning approaches to predict the risk of recurrence from routine clinical data available at diagnosis. The approach also identified the most important parameters that identify and classify recurrence risk. A total of 66 patients with SCCOT were included. Clinical data available at diagnosis were analysed using statistical analysis and machine learning approaches. Tumour recurrence was associated with T stage (P=0.001), radiological neck metastasis (P=0.010) and diabetes (P=0.003). A machine learning model based on the random forest algorithm and with attendant explainability was used. Whilst patients with diabetes were overrepresented in the SCCOT cohort, diabetics had lower recurrence rates (P=0.015 after adjusting for age and other clinical features) and an improved 2-year survival (P=0.025) compared with non-diabetics. Clinical, radiological and histological data available at diagnosis were used to establish a prognostic model for patients with SCCOT. Using machine learning to predict recurrence produced a classification model with 71.2% accuracy. Notably, one of the findings of the feature importance rankings of the model was that diabetics exhibited less recurrence and improved survival compared with non-diabetics, even after accounting for the independent prognostic variables of tumour size and patient age at diagnosis. These data imply that the therapeutic manipulation of glucose levels used to treat diabetes may be useful for patients with SCCOT regardless of their diabetic status. Further studies are warranted to investigate the impact of diabetes in other SCCHN subtypes.

7.
Pediatr Neonatol ; 65(3): 217-221, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38195281

RESUMO

The present umbrella review evaluated the environmental risk factors prior to conception associated with fetal macrosomia based on meta-analyses and systematic reviews. We systematically searched international databases, including PubMed, Scopus, and Web of Science, until April 2023 by using some relevant keywords. The quality of the included studies was assessed using the AMSTAR 2checklist. The risk factor of advanced maternal age 35-39 years compared with <30 years (OR 1·42, 95 % CI: 1·25, 1·60), prepregnancy obesity (OR 1.93, 95 % CI: 1.65, 2.27) and excessive weight gain before and during pregnancy (OR 2.35, 95 % CI: 1.95, 2.85) were graded as suggestive evidence (class III). Two risk factors of advanced maternal age >40 years compared with <30 years (OR 1.40, 95 % CI: 1.02, 1.78) and gestational diabetes mellitus (GDM) without insulin use (OR 1.70, 95 % CI: 1.23, 2.36) were graded as risk factors with weak evidence (class IV). Advanced maternal age, prepregnancy obesity, excessive weight gain before and during pregnancy, and GDM without insulin use were environmental risk factors for macrosomia.


Assuntos
Diabetes Gestacional , Macrossomia Fetal , Humanos , Macrossomia Fetal/etiologia , Macrossomia Fetal/epidemiologia , Fatores de Risco , Gravidez , Feminino , Diabetes Gestacional/epidemiologia , Diabetes Gestacional/etiologia , Idade Materna , Obesidade/complicações
8.
Environ Sci Pollut Res Int ; 31(6): 8633-8649, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38180653

RESUMO

In the present work, we used treated domestic wastewater with different pHs in self-compacting concrete (SCC) to find the effect of treated wastewater with different pHs on the workability, mechanical, and durability properties of SCC. Eight different SCC mixtures were designed, including two control samples using tap water with a water-to-cement ratio (W/C) of 0.5 with 400 kg/m3 of cement and W/C of 0.36 with 440 kg/m3 of cement. Six SCC samples with the same characteristics as control samples except using treated domestic treated wastewater with different pHs. The results indicate that the workability of the SCC sample using the treated domestic wastewater in acidic pH was higher than the alkalinity state. Using treated domestic wastewater instead of tap water in SCC samples decreased compressive, flexural strength, and fracture toughness by less than 10%. Also, carbonation, 30-min water adsorption, and capillary water adsorption of SCC samples increased when treated domestic wastewater was used. The compressive strength of SCC samples made with treated domestic wastewater in an acidic state is less than about 5% in an alkaline state. The energy dispersive spectroscopy and the scanning electron microscope images confirmed that using treated wastewater instead of tap water, in SCC samples, reduced compressive strength because the Ca/Si ratio increased when treated domestic wastewater was used. The SCC samples with treated domestic wastewater in the alkaline state have a lower Ca/Si ratio. The higher compressive strength belongs to concrete samples that used treated domestic wastewater in an alkaline environment with a lower Ca/Si ratio.


Assuntos
Águas Residuárias , Água , Adsorção , Força Compressiva
9.
Artigo em Inglês | MEDLINE | ID: mdl-37885115

RESUMO

BACKGROUND: Liraglutide is a glucagon-like peptide-1 (GLP-1) receptor agonist used for the treatment of type 2 diabetes mellitus (T2DM). So far, few severe side effects have been reported for it. CASE PRESENTATION: A 41-year-old woman was admitted to the Emergency Room with diffuse abdominal pain. The patient had a known case of T2DM, fatty liver disease, and hypertension and was treated with Metformin, Liraglutide, and Losartan. Her liver functional test (LFT) was consistent with hepatocellular injury; however, laboratory tests and abdominal ultrasound were used to rule out autoimmune hepatitis. Due to concerns for drug-induced liver injury (DILL), liraglutide was discontinued and N-acetyl cysteine was prescribed. On the fifth day of hospitalization, the patient's symptoms resolved and his LFT started to decrease on the sixth day after 2 months, the patient's liver enzyme levels returned to normal. CONCLUSION: Liraglutide is one of the most important drugs in the treatment of T2DM.The most common side effects of this drug are constipation, nausea, vomiting, diarrhea, indigestion, and loss of appetite. In rare cases, symptoms of thyroid cancer, pancreatitis, and hypoglycemia have been reported, however, DILL is one of the extremely rare side effect of Liraglutide. It is important to increase the awareness of physicians about the liver injury of Liraglutide.


Assuntos
Diabetes Mellitus Tipo 2 , Liraglutida , Humanos , Feminino , Adulto , Liraglutida/efeitos adversos , Diabetes Mellitus Tipo 2/diagnóstico , Diabetes Mellitus Tipo 2/tratamento farmacológico , Diabetes Mellitus Tipo 2/induzido quimicamente , Hipoglicemiantes/efeitos adversos , Peptídeo 1 Semelhante ao Glucagon , Fígado
10.
Int J Gynaecol Obstet ; 164(1): 249-254, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37485684

RESUMO

OBJECTIVE: To evaluate intraoperative factors predicting appendiceal pathology during gynecologic oncology surgery for suspected mucinous ovarian neoplasms. METHODS: We conducted a retrospective study on 225 patients with mucinous ovarian neoplasms who underwent surgery for an adnexal mass with concurrent appendectomy between 2000 and 2018. Regression analyses were used to evaluate intraoperative factors, such as frozen section of the ovarian mass and surgeon's impression of the appendix in predicting appendiceal pathology. RESULTS: Most patients (77.8%) had a normal appendix on final pathology. Abnormal appendix cases (n = 26) included: metastasis from high-grade adenocarcinoma of the ovary (n = 1), neuroendocrine tumor of the appendix (n = 4), and low-grade appendiceal mucinous neoplasms (n = 26; 23 associated with a mucinous ovarian adenocarcinoma, 2 with a benign mucinous ovarian cystadenoma, and 1 with a borderline mucinous ovarian tumor). Combining normal intraoperative appearance of the appendix with benign or borderline frozen section yielded a negative predictive value of 85.1%, with 14.9% of patients being misclassified, and 6.0% having a neuroendocrine tumor or low-grade appendiceal neoplasm. CONCLUSION: Benign or borderline frozen section of an ovarian mucinous neoplasm and normal appearing appendix have limited predictive value for appendiceal pathology. Appendectomy with removal of the mesoappendix should be considered in all cases of mucinous ovarian neoplasm, regardless of intraoperative findings.


Assuntos
Adenocarcinoma Mucinoso , Neoplasias do Apêndice , Apêndice , Neoplasias Ovarianas , Humanos , Feminino , Apêndice/cirurgia , Apêndice/patologia , Estudos Retrospectivos , Neoplasias Ovarianas/cirurgia , Neoplasias Ovarianas/patologia , Apendicectomia , Neoplasias do Apêndice/cirurgia , Neoplasias do Apêndice/patologia , Neoplasias do Apêndice/secundário , Adenocarcinoma Mucinoso/cirurgia , Adenocarcinoma Mucinoso/patologia , Adenocarcinoma Mucinoso/secundário
11.
Ther Adv Gastrointest Endosc ; 16: 26317745231219597, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-38143918

RESUMO

Background: Digestive endoscopy (DE) is uncomfortable for most patients. Lorazepam is a potent benzodiazepine with anxiolytic and sedative effects. Objective: This study aims to determine the sedative effect of sublingual lorazepam versus placebo as a premedication in patients who underwent DE. Design: This is a mono-center, double-blind, and randomized controlled trial. Methods: A lorazepam sublingual tablet was made by researchers and physical tests were done on it, then the double-blind placebo-controlled trial was done to investigate the efficacy of 2 mg sublingually administered lorazepam as a premedication for endoscopy. Lorazepam or a placebo tablet was administered sublingually 30 min before the endoscopy. The patients, nurses, and physicians were blinded to the patient group. The depth of sedation was evaluated according to the American Society of Anesthesiology. Results: In all, 116 patients were randomly assigned to take either lorazepam (n = 58) or a placebo (n = 58). The results of physical properties tests were acceptable according to United States Pharmacopeia. There were no statistical differences between groups regarding age and gender. In the lorazepam group, 75.8% of patients showed mild sedation, and 24.2% of patients showed no sedation. All of the patients in the placebo had no sedation (p = 0.001). Time of procedure (p < 0.001), intraoperative O2 saturation (p < 0.001), intraoperative heart rate (p < 0.001), and intraoperative blood pressure (p < 0.001) were significantly lower in the lorazepam group. No significant or dangerous side effects were observed except a bit of giddiness and dizziness. Conclusion: The results of this study showed that prescription of sublingual lorazepam 25-30 min before endoscopy provided mild sedation. Registration: IRCT201611039014N130 (05/11/2016); https://en.irct.ir/trial/9568.

12.
Ann Med Surg (Lond) ; 85(11): 5439-5444, 2023 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-37920652

RESUMO

Background: Exposure to ionizing radiations and other hazardous agents such as anesthetic gases pose serious risks to the health of healthcare workers. This study aimed to evaluate the changes in blood and biochemical parameters of the operating room staff exposed to ionizing radiations and remnants of anesthetic gas. Methods: This cross-sectional study was performed at (Ayatollah Taleghani Hospital). The control group was selected from different parts of the hospital that were not exposed to ionizing radiations and anesthetics, including the office, services, and treatment. The case group included all operating room personnel. Hematopoietic parameters such as complete blood count and WBC differential, and parameters of liver function such as serum activity of liver enzymes (ALT, AST, ALP, LDH) and serum bilirubin levels, fasting blood sugar, serum lipid profile, level of vitamin D and magnesium were measured for the exposed and referent subjects. Additionally, a checklist was used to gather data regarding the occupational variables and medical histories of the studied subjects. Results: The mean values of Hb, Hct, Vitamin D, and MCHC, as well as the RBC count, were significantly lower in the exposed individuals than in the referent subjects. In contrast, the proportion of smokers was significantly higher in the exposed group than in the referent group. No significant differences were noted between exposed and unexposed groups as far as other parameters were concerned. However, no significant differences were noted between the case and control groups as far as other measured parameters were concerned. Likewise, no significant differences were noted between exposed and referent groups as far as blood types, history of underlying diseases, work history, working hours per month, number of morning and evening shift hours, type of diet, consumption of a high-fat diet a day before blood sampling, X-ray in the recent year, history of radiotherapy, and therapeutic agents use was concerned. Conclusions: Exposure of operating room staff to ionizing radiations and waste anesthetics gases is associated with subtle, subclinical prepathologic decreases in some hematopoietic parameters such as hemoglobin, hematocrit and MCHC levels, RBC count as well as vitamin D levels.

13.
Case Rep Infect Dis ; 2023: 9989515, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37781635

RESUMO

Considering the global spread of the coronavirus disease 2019 (COVID-19), it is expected that vaccination against its causative agent, the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), will reduce the related morbidity and mortality. However, the safety of the COVID-19 vaccines and their potential and unknown side effects are a matter of concern. With the ongoing development and implementation of COVID-19 vaccination programs around the world, the side effects, safety, and effectiveness of these vaccines are gradually being reported, providing researchers with valuable information that can affect the production and utilization of the COVID-19 vaccines. The present study intended to report a case of peptic ulcer disease (PUD) development following vaccination with Gam-COVID-Vac, a vector-based COVID-19 vaccine containing two recombinant human adenoviruses (rAd26 and rAd5).

14.
Clin Case Rep ; 11(10): e8033, 2023 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-37830062

RESUMO

The aortic chordae tendineae strands (ACTS) is a rare complication that can induce aortic regurgitation. Reported cases of ACTS are very few, and this is the first case reported in Iran. Patients with unexplained aortic regurgitation should be carefully evaluated for ACTS, which can be easily observed by TEE; a decision regarding aortic valve surgery should be made based on the severity of AR. Herein we reported A 64-year-old male was admitted to our hospital for dyspnea on exertion. In transthoracic Echocardiography a fibrous band-like chordae in the aortic root attached to the noncoronary cusp of the aorta was seen, which caused retraction of the noncoronary cusp, mal-coaptation of the aortic valves, and severe eccentric jet posterior directed aortic regurgitation. As a result of the ACTS, the patient was diagnosed with severe aortic regurgitation (AR); due to the symptomatic severe AR, the patient underwent aortic valve surgical replacement.

15.
Eur J Med Res ; 28(1): 316, 2023 Sep 02.
Artigo em Inglês | MEDLINE | ID: mdl-37660041

RESUMO

BACKGROUND: This study aimed to conduct a meta-analysis to determine whether post-term birth has an increased risk of ASD. MATERIALS AND METHODS: To retrieve eligible studies regarding the effect of post-term and ASD in children, major databases including PubMed, Scopus, and Web of Science were searched. A random effect model was used for meta-analysis. For assessing the quality of included studies, the GRADE checklist was used. RESULTS: In total, 18 records were included with 1,412,667 sample populations from 12 countries. The pooled estimates of RR and OR showed a significant association between post-term birth and ASD among children, respectively (RR = 1.34, 95% CI 1.10 to 1.58) and (OR = 1.47, 95% CI 1.03 to 1.91). There was no heterogeneity among the studies that reported the risk of ASD among children based on RR (I2 = 6.6%, P = 0.301). There was high heterogeneity in the studies reported risk of ASD based on OR (I2 = 94.1%, P = 0.000). CONCLUSION: Post-term births still occur relatively frequently (up to 5-10%) even in developed countries. Our results showed that post-term birth is an increased risk of ASD, although high heterogeneity was found among the studies reported based on adjusted and crude forms, however, after subgroup analysis by gender, this heterogeneity disappeared among males.


Assuntos
Transtorno do Espectro Autista , Criança , Masculino , Humanos , Transtorno do Espectro Autista/epidemiologia , Transtorno do Espectro Autista/etiologia , Nascimento a Termo
16.
Middle East J Dig Dis ; 15(1): 26-31, 2023 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37547160

RESUMO

Background: Liver biopsy remain as the gold standard for diagnosing hepatic fibrosis; however, it has some limitations, such as life-threatening complications, low acceptance by the patients, and variations in the related sample. Therefore, there is a need for the development of non-invasive investigations for diagnosing hepatic fibrosis. Vibration-controlled transient elastography (VCTE) is one of these non-invasive methods. Methods: This study included 73 patients suffering from non-alcoholic fatty liver disease (NAFLD) who were older than 18 years. The patients underwent VCTE at the Baqiatallah and Firoozgar hospitals. Then, they underwent a liver biopsy by an experienced radiologist in the same hospital. A receiver operating characteristic (ROC) curve of different fibrosis stages was used to evaluate the VCTE verification. Results: VCTE could detect any fibrosis levels (stage 1 and higher) with an area under the ROC curve (AUROC) of 0.381. Moreover, it detected stage 2-4 fibrosis with an AUROC of 0.400, stage 3-4 fibrosis with an AUROC of 0.687, and stage 4 fibrosis with an AUROC of 0.984. Conclusion: The VCTE has high clinical validity in diagnosing the advanced stages of fibrosis (stages 3, 4) and can be a suitable alternative to the invasive method of liver biopsy with high reliability.

17.
J Oral Pathol Med ; 52(7): 637-643, 2023 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-37428440

RESUMO

BACKGROUND: Interpretable machine learning (ML) for early detection of cancer has the potential to improve risk assessment and early intervention. METHODS: Data from 261 proteins related to inflammation and/or tumor processes in 123 blood samples collected from healthy persons, but of whom a sub-group later developed squamous cell carcinoma of the oral tongue (SCCOT), were analyzed. Samples from people who developed SCCOT within less than 5 years were classified as tumor-to-be and all other samples as tumor-free. The optimal ML algorithm for feature selection was identified and feature importance computed by the SHapley Additive exPlanations (SHAP) method. Five popular ML algorithms (AdaBoost, Artificial neural networks [ANNs], Decision Tree [DT], eXtreme Gradient Boosting [XGBoost], and Support Vector Machine [SVM]) were applied to establish prediction models, and decisions of the optimal models were interpreted by SHAP. RESULTS: Using the 22 selected features, the SVM prediction model showed the best performance (sensitivity = 0.867, specificity = 0.859, balanced accuracy = 0.863, area under the receiver operating characteristic curve [ROC-AUC] = 0.924). SHAP analysis revealed that the 22 features rendered varying person-specific impacts on model decision and the top three contributors to prediction were Interleukin 10 (IL10), TNF Receptor Associated Factor 2 (TRAF2), and Kallikrein Related Peptidase 12 (KLK12). CONCLUSION: Using multidimensional plasma protein analysis and interpretable ML, we outline a systematic approach for early detection of SCCOT before the appearance of clinical signs.


Assuntos
Carcinoma de Células Escamosas , Neoplasias da Língua , Humanos , Carcinoma de Células Escamosas/diagnóstico , Proteínas Sanguíneas , Neoplasias da Língua/diagnóstico , Aprendizado de Máquina , Ubiquitina-Proteína Ligases , Língua
18.
Case Rep Med ; 2023: 6668328, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37408702

RESUMO

Couvelaire uterus (CU) is a rare complication in the life-threatening placental abruption (PA) that consists of a state of blood infiltration of the uterine myometrium and serosa. The incidence is around 1% and the treatment of choice is obstetric hysterectomy, however, in some cases, close monitoring and timely decision-making can prevent hysterectomy. Herein, we present a rare and serious case of CU with uterus preservation in a young multiparous with a high-risk pregnancy.

19.
Clin Exp Pediatr ; 66(12): 533-537, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37321586

RESUMO

BACKGROUND: Intravenous (IV) injections often cause pain, fear, and anxiety in pediatric patients. Virtual reality (VR) is a relatively new intervention that can be used to provide a distraction during or prepare patients for IV injections. PURPOSE: To date, no meta-analysis has examined the evidence regarding the effectiveness of VR at reducing pain in pediatric IV injections. METHODS: The PubMed, Web of Science, Scopus, and Cochrane Central Register of Controlled Trials databases were searched for articles published through August 7, 2022. The methodological quality of the studies was measured using the Delphi checklist. The chi-square test and the I2 statistic were used to assess heterogeneity across studies. A summary measure of the mean difference in pain scores between the VR and control groups was obtained using a random effects model. All statistical analyses were set at a significance level of 0.05 using Stata 14. RESULTS: Nine studies were included in this meta-analysis of VR interventions used during IV injections in pediatric patients. The difference in mean pain score between the intervention and control groups showed significant reductions in the VR group (mean difference, 0.47; 95% confidence interval, 0.3-0.65; I2=9.1%). No interstudy heterogeneity was observed. CONCLUSION: Our results suggest that VR effectively reduces pain associated with IV injections in pediatric patients. No interstudy heterogeneity was noted among the analyzed studies. The Delphi checklist was used to assess methodological quality.

20.
J Gynecol Obstet Hum Reprod ; 52(2): 102532, 2023 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-36592890

RESUMO

INTRODUCTION: Ectopic pregnancy(EP) is the implantation of a fertilized ovum outside of the uterine cavity. The incidence of EP has steadily increased around the world. The present umbrella review evaluated risk factors prior to conception associated with EP based on meta-analyses and systematic reviews. METHODS: We searched PubMed, Scopus, and Web of Science until June 25, 2021. All meta-analyses that had focused on assessing the risk factors associated with EP were included. We calculated summary effect estimates, 95% CI, heterogeneity I², 95% prediction interval, small-study effects, excess significance biases, and sensitive analysis. The quality of the meta-analyses was evaluated with A Measurement Tool to Assess Systematic Reviews 2 (AMSTAR 2). RESULTS: Two risk factors including chlamydia trachomatis (OR: 3.03) and smoking (OR: 1·77) were graded as suggestive evidence (class III). IUD with pregnant control (OR: 10.63) and endometriosis for case-control studies (OR: 2·66) and tubal ligation with pregnant control (OR: 9.3) were graded as risk factors with weak evidence (class IV). Tubal ligation with non-pregnant control was a protective factor (class IV). IUD with non-pregnant control and endometriosis for cohort studies were not as risk factors for EP. CONCLUSION: Two risk factors including chlamydia trachomatis and smoking were graded as suggestive evidence. IUD with pregnant control and endometriosis for case-control studies and tubal ligation with pregnant control were graded as risk factors with weak evidence. Strong evidence for risk factors of EP was not achieved, indicating the degree of uncertainty and bias, which bring an emergency to conduct further no-bias studies. SYSTEMATIC REVIEW REGISTRATION: PROSPERO (CRD42021281632).


Assuntos
Infecções por Chlamydia , Endometriose , Gravidez Ectópica , Gravidez , Feminino , Humanos , Endometriose/complicações , Infecções por Chlamydia/complicações , Infecções por Chlamydia/epidemiologia , Gravidez Ectópica/epidemiologia , Gravidez Ectópica/etiologia , Fatores de Risco , Estudos de Casos e Controles
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