• 文章类型: Journal Article
    背景:牙科单元水线(DUWL)将水输送到牙科单元中的不同手持件。DUWL中的水在封闭系统中循环,它是从容器中取出的。牙科水的质量是相当重要的,因为患者和牙科工作人员经常暴露于由牙科设备产生的水和气溶胶。来自DUWL的输出水可能是牙科保健人员和患者的潜在感染源。
    目的:评估钦奈牙科诊所DUWL中的微生物污染。
    方法:于2019年12月对来自钦奈20个牙科诊所的60个水样进行了体外研究。根据ADA指南从牙科单元的三个不同来源收集水样。评估收集的样品是否存在曲霉,不动杆菌,铜绿假单胞菌,和军团菌采用琼脂平板法。使用SPSS软件版本20对数据进行分析。
    结果:军团菌是最普遍的微生物,在三通注射器中患病率为70%,在洁牙器和旋转器中患病率为50%,其次是铜绿假单胞菌和不动杆菌,在洁牙器和转体中的患病率为10%,在三通注射器中的患病率为10%。
    结论:大多数牙科单元被曲霉污染,军团菌,铜绿假单胞菌和不动杆菌对患者和牙医构成严重威胁。
    BACKGROUND: Dental Unit Water Line (DUWL) deliver water to different handpieces in a dental unit. The water in DUWL circulates in a closed system, where it is taken from a container. The quality of dental water is of considerable importance since patients and dental staff are regularly exposed to water and aerosols generated from dental equipment. Output water from DUWLs may be a potential source of infection for both dental health care personnel and patients.
    OBJECTIVE: To assess the microbial contamination in the DUWL among dental clinics in Chennai.
    METHODS: An in vitro study was conducted on 60 water samples from 20 dental clinics in Chennai in December 2019. Water samples were collected from three different sources of the Dental unit according to ADA guidelines. The collected samples were assessed for the presence of Aspergillus, Acinetobacter, Pseudomonas aeruginosa, and Legionella by agar plate method. The data were analysed using SPSS software version 20.
    RESULTS: Legionella was the most prevalent microorganism with 70% prevalence in a three-way syringe and 50% in scaler and airotor, followed by Pseudomonas aeruginosa and Acinetobacter with 10% prevalence in scaler and airotor and Aspergillus with a prevalence of 10% in the three-way syringe.
    CONCLUSIONS: Most of the dental units were contaminated with Aspergillus, Legionella, Pseudomonas aeruginosa and Acinetobacter which pose a serious threat to the patients as well as the dentists.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    胸膜脓胸是小儿肺炎的严重并发症。细菌培养阴性通常会阻碍最佳抗生素治疗。为了提高细菌鉴定,我们开发了一种分子检测方法,并与细菌培养进行了比较。我们的多重定量PCR检测肺炎链球菌,化脓性链球菌,使用细菌基因组DNA和实验室制备的样品(n=267)评估了金黄色葡萄球菌和流感嗜血杆菌。为了评估临床表现,我们进行了胸部脓胸分子评估(MATE)观察性研究,登记患有脓胸住院的儿童。通过细菌培养和多重qPCR检测胸膜液,和使用研究黄金标准确定的性能。我们确定了临床敏感性和时间到生物体的鉴定,以评估多重qPCR减少经验性非靶向抗生素治疗持续时间的潜力。使用加标样品,多重qPCR对所有生物体均表现出213/215(99.1%)的敏感性和52/52(100%)的特异性.在2019年5月至2023年3月期间,有100名儿童参加了MATE研究;平均年龄为3.9岁(IQR2-5.6)。通过多重qPCR在90/100(90%)标本中鉴定出细菌病原体,细菌培养24/100(24%)(P<0.001)。多重qPCR在68/76(90%)培养阴性标本中鉴定出细菌原因。肺炎链球菌是最常见的病原体,在67/100(67%)标本中鉴定。我们估计我们的多重qPCR将减少61%病例中非靶向抗生素治疗的持续时间,中位数为20天(IQR17.5-23,范围1-55)。与培养物相比,多重qPCR显着增加了病原体检测,并且可以减少非靶向抗生素治疗的持续时间。
    Pleural empyema is a serious complication of pneumonia in children. Negative bacterial cultures commonly impede optimal antibiotic therapy. To improve bacterial identification, we developed a molecular assay and evaluated its performance compared with bacterial culture. Our multiplex-quantitative PCR to detect Streptococcus pneumoniae, Streptococcus pyogenes, Staphylococcus aureus and Haemophilus influenzae was assessed using bacterial genomic DNA and laboratory-prepared samples (n = 267). To evaluate clinical performance, we conducted the Molecular Assessment of Thoracic Empyema (MATE) observational study, enrolling children hospitalised with empyema. Pleural fluids were tested by bacterial culture and multiplex-qPCR, and performance determined using a study gold standard. We determined clinical sensitivity and time-to-organism-identification to assess the potential of the multiplex-qPCR to reduce the duration of empiric untargeted antibiotic therapy. Using spiked samples, the multiplex-qPCR demonstrated 213/215 (99.1%) sensitivity and 52/52 (100%) specificity for all organisms. During May 2019-March 2023, 100 children were enrolled in the MATE study; median age was 3.9 years (IQR 2-5.6). A bacterial pathogen was identified in 90/100 (90%) specimens by multiplex-qPCR, and 24/100 (24%) by bacterial culture (P <0.001). Multiplex-qPCR identified a bacterial cause in 68/76 (90%) culture-negative specimens. S. pneumoniae was the most common pathogen, identified in 67/100 (67%) specimens. We estimate our multiplex-qPCR would have reduced the duration of untargeted antibiotic therapy in 61% of cases by a median 20 days (IQR 17.5-23, range 1-55). Multiplex-qPCR significantly increased pathogen detection compared with culture and may allow for reducing the duration of untargeted antibiotic therapy.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:含有军团菌的冷却塔是军团菌病暴发的高风险来源。在疫情调查期间从航拍图像手动定位冷却塔需要专业知识,是劳动密集型的,并且容易出错。我们旨在训练一个深度学习计算机视觉模型,以自动检测空中可见的冷却塔。
    方法:在2021年1月1日至31日之间,我们提取了费城的卫星视图图像(PN,美国)和纽约州(NY,美国)从谷歌地图和带注释的冷却塔创建训练数据集。我们使用合成数据和模型辅助标记其他城市来增强训练数据。使用包含7292个冷却塔的2051图像,我们使用YOLOv5训练了一个两阶段模型,该模型可以检测图像中的物体,和EfficientNet-b5,一种对图像进行分类的模型。我们评估了模型的敏感性和阳性预测值(PPV)的主要结果,并在548张图像的测试数据集上进行了手动标记,包括来自两个没有参加培训的城市(波士顿[马,美国]和雅典[GA,美国])。我们将模型的搜索速度与四位流行病学家的手动搜索速度进行了比较。
    结果:该模型确定了可见的冷却塔,其灵敏度为95·1%(95%CI94·0-96·1),PPV为90·1%(95%CI90·0-90·2)在纽约市和费城。在波士顿,灵敏度为91·6%(89·2~93·7),PPV为80·8%(80·5~81·2)。在雅典,灵敏度为86·9%(75·8~94·2),PPV为85·5%(84·2~86·7)。对于纽约市包含45个街区(0·26平方英里)的区域,该模型的搜索速度比人类调查人员快600倍以上(7·6s;351个潜在冷却塔)(平均83·75分钟[SD29·5];平均310·8冷却塔[42·2])。
    结论:该模型可用于通过从航空图像中识别冷却塔来加速军团病暴发期间的调查和源头控制。有可能防止额外的疾病传播。该模型已经被公共卫生团队用于疫情调查和初始化冷却塔登记处,这被认为是预防和应对军团病爆发的最佳实践。
    背景:无。
    BACKGROUND: Cooling towers containing Legionella spp are a high-risk source of Legionnaires\' disease outbreaks. Manually locating cooling towers from aerial imagery during outbreak investigations requires expertise, is labour intensive, and can be prone to errors. We aimed to train a deep learning computer vision model to automatically detect cooling towers that are aerially visible.
    METHODS: Between Jan 1 and 31, 2021, we extracted satellite view images of Philadelphia (PN, USA) and New York state (NY, USA) from Google Maps and annotated cooling towers to create training datasets. We augmented training data with synthetic data and model-assisted labelling of additional cities. Using 2051 images containing 7292 cooling towers, we trained a two-stage model using YOLOv5, a model that detects objects in images, and EfficientNet-b5, a model that classifies images. We assessed the primary outcomes of sensitivity and positive predictive value (PPV) of the model against manual labelling on test datasets of 548 images, including from two cities not seen in training (Boston [MA, USA] and Athens [GA, USA]). We compared the search speed of the model with that of manual searching by four epidemiologists.
    RESULTS: The model identified visible cooling towers with 95·1% sensitivity (95% CI 94·0-96·1) and a PPV of 90·1% (95% CI 90·0-90·2) in New York City and Philadelphia. In Boston, sensitivity was 91·6% (89·2-93·7) and PPV was 80·8% (80·5-81·2). In Athens, sensitivity was 86·9% (75·8-94·2) and PPV was 85·5% (84·2-86·7). For an area of New York City encompassing 45 blocks (0·26 square miles), the model searched more than 600 times faster (7·6 s; 351 potential cooling towers identified) than did human investigators (mean 83·75 min [SD 29·5]; mean 310·8 cooling towers [42·2]).
    CONCLUSIONS: The model could be used to accelerate investigation and source control during outbreaks of Legionnaires\' disease through the identification of cooling towers from aerial imagery, potentially preventing additional disease spread. The model has already been used by public health teams for outbreak investigations and to initialise cooling tower registries, which are considered best practice for preventing and responding to outbreaks of Legionnaires\' disease.
    BACKGROUND: None.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    本研究旨在开发一种新型明胶氧化银材料,用于释放一氧化氮生物纳米复合伤口敷料,化学,和抗菌性能的糖尿病伤口的治疗。明胶-氧化银纳米颗粒(Ag2O-NP)生物纳米复合材料是使用壳聚糖和明胶聚合物与氧化银纳米颗粒通过冷冻干燥方法制备的。使用扫描电子显微镜(SEM)和X射线衍射(XRD)分析对样品进行了表征。结果表明,Ag2O-NP纳米颗粒增加了孔隙率,孔径减小,提高了弹性模量。Ag2O-NP伤口敷料对金黄色葡萄球菌和大肠杆菌表现出最有效的抗菌性能。在样本中,含有氧化银纳米颗粒的伤口敷料表现出优异的物理和机械性能,孔隙率为48%,抗拉强度为3.2MPa,弹性模量为51.7MPa。制造的伤口敷料的空空间与总体积的体积比在40%至60%的范围内。并行,考虑到糖尿病的并发症及其对血管系统的影响,研究的另一方面集中在开发一种能够释放一氧化氮气体以再生受损血管并加速糖尿病伤口愈合的全介导伤口敷料。壳聚糖,一种生物相容性和生物可降解的聚合物,被选为伤口敷料的基质,和β-甘油磷酸盐(GPβ),三聚磷酸盐(TPP),和过2介导的藻酸盐(AL)用作交联剂。在扫描电子显微镜测试中,壳聚糖-海藻酸盐(CS-AL)伤口敷料在孔数和均匀性方面表现出最佳特征。它还表现出优异的吸水率(3854%)和最小的透气性。此外,CS-AL样品在14天后表现出80%的降解率,表明其作为伤口敷料的适用性。伤口敷料装载有S-亚硝基谷胱甘肽(GSNO)粉末,通过油脂测试确认一氧化氮气体的成功释放,在540nm的波长处显示峰值。随后的研究表明,用高糖处理人脐静脉内皮细胞(HUVECs)导致PER2和SIRT1的表达降低,而PER2的表达增加,这可能随后增强SIRT1的表达并促进细胞增殖活性。然而,用改性材料处理细胞后,观察到PER2和SIRT1的表达增加,导致细胞增殖活性的部分恢复。这项综合研究成功开发了per2介导的生物纳米复合伤口敷料,机械,化学,和抗菌性能。氧化银纳米颗粒的掺入增强了抗菌活性,而从敷料释放的一氧化氮气体证明了减轻高葡萄糖水平引起的血管内皮细胞损伤的能力。这些进步显示出通过解决与糖尿病相关的并发症并增强整体伤口愈合来促进糖尿病伤口愈合过程的有希望的潜力。
    This study aimed to develop a novel Gelatin silver oxide material for releasing nitric oxide bionanocomposite wound dressing with enhanced mechanical, chemical, and antibacterial properties for the treatment of diabetic wounds. The gelatin- silver oxide nanoparticles (Ag2O-NP) bio nanocomposite was prepared using chitosan and gelatin polymers incorporated with silver oxide nanoparticles through the freeze-drying method. The samples were characterized using scanning electron microscopy (SEM) and X-ray diffraction (XRD) analysis. Results showed that the Ag2O-NP nanoparticles increased porosity, decreased pore size, and improved elastic modulus. The Ag2O-NP wound dressing exhibited the most effective antibacterial properties against Staphylococcus aureus and Escherichia coli. Among the samples, the wound dressing containing silver oxide nanoparticles demonstrated superior physical and mechanical properties, with 48% porosity, a tensile strength of 3.2 MPa, and an elastic modulus of 51.7 MPa. The fabricated wound dressings had a volume ratio of empty space to total volume ranging from 40% to 60%. In parallel, considering the complications of diabetes and its impact on the vascular system, another aspect of the research focused on developing a per2mediated wound dressing capable of releasing nitric oxide gas to regenerate damaged vessels and accelerate diabetic wound healing. Chitosan, a biocompatible and biodegradable polymer, was selected as the substrate for the wound dressing, and beta-glycerophosphate (GPβ), tripolyphosphate (TPP), and per2mediated alginate (AL) were used as crosslinkers. The chitosan-alginate (CS-AL) wound dressing exhibited optimal characteristics in terms of hole count and uniformity in the scanning electron microscope test. It also demonstrated superior water absorption (3854%) and minimal air permeability. Furthermore, the CS-AL sample exhibited an 80% degradation rate after 14 days, indicating its suitability as a wound dressing. The wound dressing was loaded with S-nitrosoglutathione (GSNO) powder, and the successful release of nitric oxide gas was confirmed through the grease test, showing a peak at a wavelength of 540 nm. Subsequent investigations revealed that the treatment of human umbilical vein endothelial cells (HUVECs) with high glucose led to a decrease in the expression of PER2 and SIRT1, while the expression of PER2 increased, which may subsequently enhance the expression of SIRT1 and promote cell proliferation activity. However, upon treatment of the cells with the modified materials, an increase in the expression of PER2 and SIRT1 was observed, resulting in a partial restoration of cell proliferative activity. This comprehensive study successfully developed per2-mediated bio-nanocomposite wound dressings with improved physical, mechanical, chemical, and antibacterial properties. The incorporation of silver oxide nanoparticles enhanced the antimicrobial activity, while the released nitric oxide gas from the dressing demonstrated the ability to mitigate vascular endothelial cell damage induced by high glucose levels. These advancements show promising potential for facilitating the healing process of diabetic wounds by addressing complications associated with diabetes and enhancing overall wound healing.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    目的:对于患有金黄色葡萄球菌中心静脉导管相关性血流感染(CLABSI)的成人,建议拔除导管,但对于长期使用中心静脉导管(LTCVC)的儿童,存在争议。我们评估了患有金黄色葡萄球菌LTCVC相关CLABSI的儿童的导管抢救策略(CSS)的发生,并评估了CSS失败的决定因素。
    方法:我们回顾性地纳入了法国8家三级保健医院(2010-2018年)的患有LTCVC和金黄色葡萄球菌CLABSI住院的儿童(<18岁)。CSS定义为在开始经验性抗生素治疗怀疑菌血症后≥72小时的LTCVC。回顾了患者的特征,并进行多变量逻辑回归以确定与CSS失败相关的因素(即,持久性,复发,或菌血症的并发症)。
    结果:我们纳入了273例金黄色葡萄球菌LTCVC相关CLABSI。CSS在273例(71%)中的194例中被选中,其中74例(38%)失败。CSS失败的主要类型是持续的菌血症(74例中有39例,53%)。与CSS失败独立相关的因素是:导管感染史(调整比值比[aOR]3.18,95%置信区间[95CI]1.38-7.36),CLABSI发生在植入式静脉接入装置上(aOR7.61,95CI1.98-29.20),与带隧道的CVC相比,多微生物CLABSI(AOR3.45,95CI1.25-9.50),感染初期严重脓毒症(aOR4.46,95CI1.18-16.82)。
    结论:在患有金黄色葡萄球菌LTCVC相关CLABSI的儿童中经常选择CSS,和失败发生在三分之一的案例。确定的风险因素可以帮助临床医生识别有CSS失败风险的儿童。
    OBJECTIVE: Catheter removal is recommended in adults with S. aureus central line-associated bloodstream infection (CLABSI) but is controversial in children with long-term central venous catheters (LTCVC). We evaluated the occurrence of catheter salvage strategy (CSS) in children with S. aureus LTCVC-associated CLABSI and assessed determinants of CSS failure.
    METHODS: We retrospectively included children (<18 years) with an LTCVC and hospitalized with S. aureus CLABSI in 8 French tertiary care hospitals (2010-2018). CSS was defined as an LTCVC left in place ≥ 72 hours after initiating empiric antibiotic treatment for suspected bacteremia. Characteristics of patients were reviewed, and multivariable logistic regression was performed to identify factors associated with CSS failure (i.e., persistence, recurrence, or complications of bacteremia).
    RESULTS: We included 273 episodes of S. aureus LTCVC-associated CLABSI. CSS was chosen in 194 out of 273 (71%) cases and failed in 74 of them (38%). The main type of CSS failure was the persistence of bacteremia (39 out of 74 cases, 53%). Factors independently associated with CSS failure were: history of catheter infection (adjusted odds ratio [aOR] 3.18, 95% confidence interval [95%CI] 1.38-7.36), CLABSI occurring on an implantable venous access device (aOR 7.61, 95%CI 1.98-29.20) when compared with tunneled-cuffed CVC, polymicrobial CLABSI (aOR 3.45, 95%CI 1.25-9.50), and severe sepsis at the initial stage of infection (aOR 4.46, 95%CI 1.18-16.82).
    CONCLUSIONS: CSS was frequently chosen in children with S. aureus LTCVC-associated CLABSI, and failure occurred in one-third of cases. The identified risk factors may help clinicians identify children at risk for CSS failure.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    背景:由MRSA(耐甲氧西林金黄色葡萄球菌)引起的感染性心内膜炎(IE)与高死亡率相关。本研究旨在阐明日本MRSA-IE患者的特征并确定与预后相关的因素。
    方法:这项回顾性研究包括确诊为MRSA所致IE的患者,2015年1月至2019年4月。
    结果:共包括来自19个中心的65名患者,平均年龄67岁,26%为女性。50%的IE患者有医院感染,25%的患者有人工瓣膜受累。最常见的合并症是血液透析(20%)和糖尿病(20%)。86%的患者存在充血性心力衰竭(NYHA一级,II:48%;III,IV:38%)。30天和住院死亡率分别为29%和46%,分别。多器官衰竭是死亡的主要原因,占所有死因的43%。住院死亡率的预后因素是年龄,弥散性血管内凝血,达托霉素和/或利奈唑胺作为初始抗生素治疗,和手术。手术治疗与较低的死亡率相关(比值比[OR],0.026;95%置信区间[CI],0.002-0.382;30天死亡率和OR的p=0.008,0.130;95%CI;0.029-0.584;住院死亡率p=0.008)。
    结论:MRSA-IE导致的死亡率仍然很高。手术治疗是预测MRSA-IE预后的重要指标。
    BACKGROUND: Infective endocarditis (IE) caused by MRSA (methicillin-resistant Staphylococcus aureus) is associated with a high mortality rate. This study aimed to elucidate the characteristics of patients with MRSA-IE in Japan and identify the factors associated with prognosis.
    METHODS: This retrospective study included patients with a confirmed diagnosis of IE caused by MRSA, between January 2015 and April 2019.
    RESULTS: A total of 65 patients from 19 centers were included, with a mean age of 67 years and 26 % were female. Fifty percent of the patients with IE were had nosocomial infections and 25 % had prosthetic valve involvement. The most common comorbidities were hemodialysis (20 %) and diabetes (20 %). Congestive heart failure was present in 86 % of patients (NYHA class I, II: 48 %; III, IV: 38 %). The 30-day and in-hospital mortality rates were 29 % and 46 %, respectively. Multi-organ failure was the primary cause of death, accounting for 43 % of all causes of death. Prognostic factors for in-hospital mortality were age, disseminated intravascular coagulation, daptomycin and/or linezolid as initial antibiotic therapy, and surgery. Surgical treatment was associated with a lower mortality rate (odds ratio [OR], 0.026; 95 % confidence interval [CI], 0.002-0.382; p = 0.008 for 30-day mortality and OR, 0.130; 95 % CI; 0.029-0.584; p = 0.008 for in-hospital mortality).
    CONCLUSIONS: Mortality due to MRSA-IE remains high. Surgical treatment is a significant prognostic predictor of MRSA-IE.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    背景:由于多重耐药生物体(MDROs)引起的医疗保健相关感染,如耐甲氧西林金黄色葡萄球菌(MRSA)和艰难梭菌(CDI),给我们的医疗基础设施带来沉重负担。
    目的:MDROs的筛查是防止传播的重要机制,但却是资源密集型的。这项研究的目的是开发可以使用电子健康记录(EHR)数据预测定植或感染风险的自动化工具,提供有用的信息来帮助感染控制,并指导经验性抗生素覆盖。
    方法:我们回顾性地开发了一个机器学习模型来检测在弗吉尼亚大学医院住院患者样本采集时未分化患者的MRSA定植和感染。我们使用来自患者EHR数据的入院和住院期间信息的临床和非临床特征来构建模型。此外,我们在EHR数据中使用了一类从联系网络派生的特征;这些网络特征可以捕获患者与提供者和其他患者的联系,提高预测MRSA监测试验结果的模型可解释性和准确性。最后,我们探索了不同患者亚群的异质模型,例如,入住重症监护病房或急诊科的人或有特定检测史的人,哪个表现更好。
    结果:我们发现惩罚逻辑回归比其他方法表现更好,当我们使用多项式(二次)变换特征时,该模型的性能根据其接收器操作特征-曲线下面积得分提高了近11%。预测MDRO风险的一些重要特征包括抗生素使用,手术,使用设备,透析,患者的合并症状况,和网络特征。其中,网络功能增加了最大的价值,并将模型的性能提高了至少15%。对于特定患者亚群,具有相同特征转换的惩罚逻辑回归模型也比其他模型表现更好。
    结论:我们的研究表明,使用来自EHR数据的临床和非临床特征,通过机器学习方法可以非常有效地进行MRSA风险预测。网络特征是最具预测性的,并且提供优于现有方法的显著改进。此外,不同患者亚群的异质预测模型提高了模型的性能。
    BACKGROUND: Health care-associated infections due to multidrug-resistant organisms (MDROs), such as methicillin-resistant Staphylococcus aureus (MRSA) and Clostridioides difficile (CDI), place a significant burden on our health care infrastructure.
    OBJECTIVE: Screening for MDROs is an important mechanism for preventing spread but is resource intensive. The objective of this study was to develop automated tools that can predict colonization or infection risk using electronic health record (EHR) data, provide useful information to aid infection control, and guide empiric antibiotic coverage.
    METHODS: We retrospectively developed a machine learning model to detect MRSA colonization and infection in undifferentiated patients at the time of sample collection from hospitalized patients at the University of Virginia Hospital. We used clinical and nonclinical features derived from on-admission and throughout-stay information from the patient\'s EHR data to build the model. In addition, we used a class of features derived from contact networks in EHR data; these network features can capture patients\' contacts with providers and other patients, improving model interpretability and accuracy for predicting the outcome of surveillance tests for MRSA. Finally, we explored heterogeneous models for different patient subpopulations, for example, those admitted to an intensive care unit or emergency department or those with specific testing histories, which perform better.
    RESULTS: We found that the penalized logistic regression performs better than other methods, and this model\'s performance measured in terms of its receiver operating characteristics-area under the curve score improves by nearly 11% when we use polynomial (second-degree) transformation of the features. Some significant features in predicting MDRO risk include antibiotic use, surgery, use of devices, dialysis, patient\'s comorbidity conditions, and network features. Among these, network features add the most value and improve the model\'s performance by at least 15%. The penalized logistic regression model with the same transformation of features also performs better than other models for specific patient subpopulations.
    CONCLUSIONS: Our study shows that MRSA risk prediction can be conducted quite effectively by machine learning methods using clinical and nonclinical features derived from EHR data. Network features are the most predictive and provide significant improvement over prior methods. Furthermore, heterogeneous prediction models for different patient subpopulations enhance the model\'s performance.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    我们旨在评估危险人群中弓形虫免疫球蛋白的唾液和血清阳性率,并评估靶向TgERP的药物对接。在亚历山大大学医院的门诊诊所进行了一项横断面研究。从2022年9月至2023年11月,共有192名参与者参加。ELISA法测定血清和唾液中抗弓形虫IgG和IgM。Silico研究检查了TgERP蛋白-蛋白相互作用(PPI)与促炎细胞因子受体,抗炎细胞因子,细胞周期进程调节蛋白,增殖标记,和核包膜完整性相关蛋白LaminB1。我们的发现揭示了反T.血清(66.1%)和唾液(54.7%)中检测到刚地IgG,2.1%的样本IgM阳性。唾液IgG有75.59%的敏感性,86.15%特异性,91.40%PPV,64.40%NPP,准确度为79.17%,与血清IgG相当。另一方面,灵敏度,特异性,PPV,NPV,检测唾液IgM的准确率为75.0%,99.47%,75.0%,99.47%,98.96%。AUC0.859表示良好的鉴别力。经过检查的合成药物和天然产物可以靶向TgERP的特定氨基酸残基,这些残基位于与LB1和Ki67相同的结合界面上,阻碍他们的互动。因此,唾液样本可能是一种有前途的诊断方法.所研究的药物可以抵消TgERP的促炎作用。
    We aimed to assess salivary and seroprevalence of Toxoplasma immunoglobulins in risky populations and evaluate drug docking targeting TgERP. A cross-sectional study was conducted in Alexandria University hospitals\' outpatient clinics. 192 participants were enrolled from September 2022 to November 2023. Anti-Toxoplasma IgG and IgM were determined in serum and saliva by ELISA. An in-Silico study examined TgERP\'s protein-protein interactions (PPIs) with pro-inflammatory cytokine receptors, anti-inflammatory cytokine, cell cycle progression regulatory proteins, a proliferation marker, and nuclear envelope integrity-related protein Lamin B1. Our findings revealed that anti-T. gondii IgG were detected in serum (66.1%) and saliva (54.7%), with 2.1% of both samples were positive for IgM. Salivary IgG had 75.59% sensitivity, 86.15% specificity, 91.40% PPV, 64.40% NPP, 79.17% accuracy and fair agreement with serum IgG. On the other hand, the sensitivity, specificity, PPV, NPV, and accuracy in detecting salivary IgM were 75.0%, 99.47%, 75.0%, 99.47%, and 98.96%. AUC 0.859 indicates good discriminatory power. Examined synthetic drugs and natural products can target specific amino acids residues of TgERP that lie at the same binding interface with LB1 and Ki67, subsequently, hindering their interaction. Hence, salivary samples can be a promising diagnostic approach. The studied drugs can counteract the pro-inflammatory action of TgERP.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    背景:弓形虫是一种细胞内原生动物寄生虫,广泛分布于人类和温血动物中。弓形虫慢性感染可引起弓形虫脑病,不良妊娠,和男性生殖障碍。在男性繁殖中,睾丸的主要功能是为精子发生和免疫保护提供稳定的场所。影响睾丸组织的疾病包括生殖细胞周期的异常,生精迟缓,或完全停止精子发育。然而,弓形虫与生殖系统相互作用的机制尚不清楚。目的是研究精子发生相关基因的表达水平,弓形虫感染后,在小鼠睾丸组织中。
    方法:对感染或未感染弓形虫II型Prugniaud(PRU)菌株的小鼠睾丸组织进行RNA-seq测序,并结合实时定量PCR和免疫荧光分析进行验证。
    结果:结果表明,有250个显着的差异表达基因(DEGs)(P<0.05,|log2倍变化|≥1)。生物信息学剖析显示,101DEGs注释为1696基因本体论(GO)术语。虽然整个生物过程分类中的DEGs数量较多,GO富集显示DEGs在细胞组分分类中的显著存在。弓形虫感染后,Arhgap18和Syne1基因发生调节变化,两者都参与了形成血睾丸屏障(BTB)的细胞骨架。MAPK信号通路中富含DEGs的数量,ERK1/2信号通路,和JNK信号通路显著。PTGDS基因位于花生四烯酸代谢通路,在睾丸中BTB的形成和维持中起着重要作用。弓形虫感染后,PTGDS的表达下调,可能对睾丸内BTB的完整性和生精微环境产生有害影响。
    结论:总体而言,我们的研究深入了解了慢性弓形虫感染可能如何影响睾丸组织并可能影响男性生育能力.这些发现为弓形虫感染对男性生殖系统的影响提供了新的视角。
    BACKGROUND: Toxoplasma gondii is an intracellular protozoan parasite that is widely distributed in humans and warm-blooded animals. T. gondii chronic infections can cause toxoplasmic encephalopathy, adverse pregnancy, and male reproductive disorders. In male reproduction, the main function of the testis is to provide a stable place for spermatogenesis and immunological protection. The disorders affecting testis tissue encompass abnormalities in the germ cell cycle, spermatogenic retardation, or complete cessation of sperm development. However, the mechanisms of interaction between T. gondii and the reproductive system is unclear. The aims were to study the expression levels of genes related to spermatogenesis, following T. gondii infection, in mouse testicular tissue.
    METHODS: RNA-seq sequencing was carried out on mouse testicular tissues from mice infected or uninfected with the T. gondii type II Prugniaud (PRU) strain and validated in combination with real-time quantitative PCR and immunofluorescence assays.
    RESULTS: The results showed that there were 250 significant differentially expressed genes (DEGs) (P < 0.05, |log2fold change| ≧ 1). Bioinformatics analysis showed that 101 DEGs were annotated to the 1696 gene ontology (GO) term. While there was a higher number of DEGs in the biological process classification as a whole, the GO enrichment revealed a significant presence of DEGs in the cellular component classification. The Arhgap18 and Syne1 genes undergo regulatory changes following T. gondii infection, and both were involved in shaping the cytoskeleton of the blood-testis barrier (BTB). The number of DEGs enriched in the MAPK signaling pathway, the ERK1/2 signaling pathway, and the JNK signaling pathway were significant. The PTGDS gene is located in the Arachidonic acid metabolism pathway, which plays an important role in the formation and maintenance of BTB in the testis. The expression of PTGDS is downregulated subsequent to T. gondii infection, potentially exerting deleterious effects on the integrity of the BTB and the spermatogenic microenvironment within the testes.
    CONCLUSIONS: Overall, our research provides in-depth insights into how chronic T. gondii infection might affect testicular tissue and potentially impact male fertility. These findings offer a new perspective on the impact of T. gondii infection on the male reproductive system.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    目的:已在双相情感障碍(BD)中观察到免疫改变。然而,弓形虫(Tgondii)抗体的血清阳性,风疹,巨细胞病毒(CMV)与BD具有临床相关性,仍然有争议。本研究旨在探讨这种关联。
    方法:弓形虫的抗体血清阳性,风疹病毒,CMVIgM,根据病历(2018年1月至2023年1月)提取了女性BD患者和对照组的IgG.家族史,BD类型,发病年龄,并收集精神病症状史。
    结果:585名BD患者和800名健康对照。BD患者在10-20岁组发现弓形虫IgG阳性率较低(OR=0.10),风疹IgG阳性率在10-20岁组(OR=5.44)和20-30岁组(OR=3.15)较高。有家族史的BD优选弓形虫IgG阳性率较高(OR=24.00)。与II型BD相比,I型BD的风疹IgG阳性率降低(OR=0.37),CMVIgG阳性率升高(OR=2.12)。而早期发作的BD与无早期发作的BD相比显示出对比结果(风疹IgG,OR=2.54;CMVIgG,OR=0.26)。有精神病症状史的BD显示风疹IgG阳性率较低(OR=0.50)。
    结论:缺乏男性证据和控制社会经济地位和环境暴露。
    结论:弓形虫的差异抗体阳性率,风疹,在BD中观察到巨细胞病毒。
    OBJECTIVE: Immunity alterations have been observed in bipolar disorder (BD). However, whether serum positivity of antibodies to Toxoplasma gondii (T gondii), rubella, and cytomegalovirus (CMV) shared clinical relevance with BD, remains controversial. This study aimed to investigate this association.
    METHODS: Antibody seropositivity of IgM and IgG to T gondii, rubella virus, and CMV of females with BD and controls was extracted based on medical records from January 2018 to January 2023. Family history, type of BD, onset age, and psychotic symptom history were also collected.
    RESULTS: 585 individuals with BD and 800 healthy controls were involved. Individuals with BD revealed a lower positive rate of T gondii IgG in the 10-20 aged group (OR = 0.10), and a higher positive rate of rubella IgG in the 10-20 (OR = 5.44) and 20-30 aged group (OR = 3.15). BD with family history preferred a higher positive rate of T gondii IgG (OR = 24.00). Type-I BD owned a decreased positive rate of rubella IgG (OR = 0.37) and an elevated positive rate of CMV IgG (OR = 2.12) compared to type-II BD, while BD with early onset showed contrast results compared to BD without early onset (Rubella IgG, OR = 2.54; CMV IgG, OR = 0.26). BD with psychotic symptom history displayed a lower positive rate of rubella IgG (OR = 0.50).
    CONCLUSIONS: Absence of male evidence and control of socioeconomic status and environmental exposure.
    CONCLUSIONS: Differential antibody seropositive rates of T gondii, rubella, and cytomegalovirus in BD were observed.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

公众号