acute respiratory infection

急性呼吸道感染
  • 文章类型: Journal Article
    背景:人腺病毒(HAdV)是引起儿童急性呼吸道感染(ARI)的重要病原体。许多国家,包括中国,曾经历过与HAdV-4相关的零星或暴发,并报告了死亡病例。然而,关于HAdV-4的研究很少,中国HAdV-4的流行情况鲜为人知。本研究旨在了解中国ARI儿童HAdV-4的患病率和遗传特征。
    方法:收集2017-2020年在中国北方和南方6家医院住院的ARI患儿的呼吸道样本进行HAdV检测和分型。收集HAdV-4阳性患者的临床信息,进行临床特征和流行病学分析。对主要衣壳蛋白和全基因组序列进行扩增和测序,进行生物信息学分析。
    结果:有2847名ARI儿童注册,共检出HAdV阳性样本156例(5.48%)。鉴定出11个HAdV-4阳性样本,占总样本的0.39%和HAdV阳性样本的7.05%。主要表现为发热和咳嗽。两个孩子患有结膜炎。两名儿童被诊断为重症肺炎并出现呼吸衰竭。其中一人发展为噬血细胞综合征,并在儿科重症监护病房(PICU)检查。这个孩子有室间隔缺损。所有的孩子都康复了。本研究获得的HAdV-4分离株与中国参考株位于同一系统发育分支(HAdV-4a),而原型菌株和疫苗菌株形成了另一个分支(HAdV-4p)。与原型应变相比,三种主要衣壳蛋白中存在一些氨基酸突变。根据重组分析,没有发现新的重组。
    结论:住院ARI患儿HAdV-4的检出率为0.39%,占所有HAdV阳性样本的7.05%。本研究中获得的HAdV-4分离株和来自中国的其他参考菌株属于HAdV-4a亚型。我们的数据为监测提供了参考,HAdV-4的预防和控制,以及疫苗和药物的研发。
    BACKGROUND: Human adenovirus (HAdV) is an important pathogen causing acute respiratory infection (ARI) in children. Many countries, including China, have experienced sporadic or outbreaks related to HAdV-4, and death cases were reported. However, there is little research on HAdV-4 and the epidemic situation of HAdV-4 in China is little known. This study was designed to comprehend the prevalence and genetic characteristics of HAdV-4 in ARI children in China.
    METHODS: Respiratory tract samples from ARI children hospitalized in six hospitals of Northern and Southern China from 2017 to 2020 were collected for HAdV detection and typing. Clinical information was collected from HAdV-4 positive patients for clinical characteristics and epidemiological analysis. The main capsid proteins and the whole genome sequences were amplified and sequenced for bioinformatics analysis.
    RESULTS: There were 2847 ARI children enrolled, and 156 (5.48%) HAdV positive samples were detected. Eleven HAdV-4 positive samples were identified, accounting for 0.39% of the total samples and 7.05% of the HAdV positive samples. The main manifestations were fever and cough. Two children had conjunctivitis. Two children were diagnosed with severe pneumonia and developed respiratory failure. One of them developed hemophagocytic syndrome and checked in pediatric intensive care unit (PICU). This child had ventricular septal defect. All the children recovered. The isolated strains of HAdV-4 obtained in this study and the reference strains from China located in the same phylogenetic branch (HAdV-4a), while the prototype strain and vaccine strains formed another branch (HAdV-4p). Upon comparison with the prototype strain, there were a few amino acid mutations existing in three major capsid proteins. According to recombination analysis, no new recombination was found.
    CONCLUSIONS: The detection rate of HAdV-4 in children hospitalized with ARI was 0.39% in the total samples and 7.05% of all HAdV positive samples. HAdV-4 isolates obtained in this study and other reference strains from China belonged to the HAdV-4a subtype. Our data provided reference for the monitoring, prevention and control of HAdV-4, as well as the research and development of vaccines and drugs.
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  • 文章类型: Journal Article
    目的:评估每周补充维生素D减少学龄前儿童急性呼吸道感染(ARI)的有效性。
    方法:随机化,双盲,2014年至2105年,在智利三个城市不同纬度的303名1.5-3.5岁儿童中进行了安慰剂对照试验:圣地亚哥(33ºS,n=101),Talcahuano(37ºS,n=103),和蓬塔阿雷纳斯(53ºS,n=99)。参与者被分配(1:1:1)接受安慰剂,胆钙化醇(VD3)5,600IU/周(低剂量),或11,200IU/周(高剂量)持续6个月。主要结局是父母报告的ARI数量;次要结局包括ARI住院数量,血清25(OH)D和LL37/cathelicidin水平的变化,和不良事件。
    结果:参与者的平均年龄为26±6个月;45%为女性。基线25(OH)D为24.9±6.1ng/ml,其中23%具有25(OH)D<20ng/ml。组间没有观察到显著的基线临床或实验室差异。总的来说,64%(n=194)完成研究参与,未发现失访者与完成参与者之间的基线差异,或组间完成率差异.六个月后,从VD3干预观察到血清25(OH)D的剂量依赖性增加(p<0.001),安慰剂组(30.8%)与低剂量组(7.4%)和高剂量组(5.1%)相比,25(OH)D<20ng/ml的受试者比例更高。然而,ARI的数量没有观察到组间差异(p=0.85),ARI住院(p=0.20),LL-37/cathelicidin变化(p=0.30),或不良事件(p=0.41)。
    结论:虽然每周补充VD3,剂量相当于每天800IU和1600IU,与学龄前儿童25(OH)D水平的提高有关,我们在该样本中没有发现ARI数量减少.
    OBJECTIVE: To evaluate the effectiveness of weekly vitamin D supplementation in reducing the number of acute respiratory infections (ARI) in preschool children.
    METHODS: Randomized, double-blind, placebo-controlled trial in 303 children aged 1.5-3.5 years from 2014 to 2105 in three Chilean cities at different latitudes: Santiago (33ºS, n=101), Talcahuano (37ºS, n=103), and Punta Arenas (53ºS, n=99). Participants were allocated (1:1:1) to receive placebo, cholecalciferol (VD3) 5,600 IU/week (low-dose), or 11,200 IU/week (high-dose) for 6 months. Primary outcome was parent-reported number of ARI; secondary outcomes included number of ARI hospitalizations, change of serum 25(OH)D and LL37/cathelicidin levels, and adverse events.
    RESULTS: The mean age of participants was 26 ± 6 months; 45% were female. Baseline 25(OH)D was 24.9 ± 6.1 ng/ml, with 23% having 25(OH)D <20 ng/ml. No significant baseline clinical or laboratory differences were observed among groups. Overall, 64% (n=194) completed study participation, without baseline differences between subjects lost to follow-up versus those completing participation or differences in completion rates across groups. After 6 months, a dose-dependent increase in serum 25(OH)D was observed from the VD3 intervention (p<0.001), with a higher proportion of subjects ending the trial with 25(OH)D <20 ng/ml in the placebo group (30.8%) versus the low-dose (7.4%) and high-dose groups (5.1%). However, no group differences were observed in number of ARI (p=0.85), ARI hospitalizations (p=0.20), LL-37/cathelicidin change (p=0.30), or adverse events (p=0.41).
    CONCLUSIONS: While weekly VD3 supplementation, in doses equivalent to 800 IU and 1600 IU daily, was associated with improved 25(OH)D levels in preschoolers, we did not find a reduced number of ARI in this sample.
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  • 文章类型: Journal Article
    急性呼吸道感染是由急性病毒或细菌感染引起的传染病。根据世卫组织2018年的一份报告,在全球700万5岁以下儿童死亡后,暴露于室内和周围空气环境污染是导致呼吸系统问题风险较高的因素。住房条件,如墙体材料,屋顶类型,厨房位置,卫生条件,和烹饪燃料类型是五岁以下儿童急性呼吸道疾病的家庭水平预测因子。
    这项研究使用了EDHS-2016二级数据,具有全国代表性。数据收集期为2016年1月18日至2016年6月27日。在16650项调查中,10,006个有5岁以下儿童的家庭。这项研究的结果变量是急性呼吸道感染症状。使用STATA版本17.1进行分析。在进行分析之前对数据进行加权以恢复样本的代表性。在双变量分析中,p值<0.2用于筛选多变量。使用方差膨胀因子检查多重共线性。然后,本研究采用多水平多变量回归模型分析急性呼吸道感染症状和可能的预测变量.多变量回归分析中p值<0.05的变量被认为是具有统计学意义的预测因子。
    大多数(95.00%)家庭通常使用固体燃料进行烹饪,和家庭主要建筑材料:81.44和91.03%的家庭地板和墙壁是用未经加工的天然材料建造的,分别。5岁以下儿童急性呼吸道感染症状患病率为7.955%(7.397,8.551%)。调查结果显示,五岁以下儿童的急性呼吸道感染症状与儿童年龄有显著关联,腹泻状态,residence,区域,燃料类型,粪便处理,墙体材料,和地板材料。
    干预措施应针对可改变的因素,例如对最小的孩子进行适当的粪便处理,告知恶劣住房条件对健康的影响,例如改善墙壁和地板建筑材料,以减少五岁以下儿童的急性呼吸道感染症状。
    UNASSIGNED: Acute respiratory infection is an infectious illness caused by acute viral or bacterial infection. According to a 2018 WHO report, exposures to indoor and ambient air environmental pollution were contributing factors to a higher risk of respiratory problems following 7 million deaths of children under five globally. Housing conditions such as wall material, roof type, kitchen location, sanitation condition, and cooking fuel type are household-level predictors of acute respiratory disease among children under five years of age.
    UNASSIGNED: This research used EDHS-2016 secondary data, which are nationally representative. The data collection period was from January 18, 2016, to June 27, 2016. Among the 16,650 total surveys, 10,006 households that had children below 5 years of age. The outcome variable for this study was acute respiratory infection symptoms. Analyses were performed using STATA Version 17.1. The data were weighted before performing analysis to reinstate the representativeness of the sample. In the bivariable analysis, a p value <0.2 was used to screen for multivariable. Multicollinearity was checked using the variance inflation factor. Then, a multilevel multivariable regression model was used in this study for the analysis of acute respiratory infection symptoms and possible predictor variables. Variables with a p value <0.05 in multivariable regression analysis were considered statistically significant predictors.
    UNASSIGNED: Most (95.00%) households commonly used solid fuel for cooking, and household main construction materials: 81.44 and 91.03% of floors and walls of households were constructed with unprocessed natural materials, respectively. The prevalence of acute respiratory infection symptoms among children under five years of age was 7.955% (7.397, 8.551%). The findings indicated that acute respiratory infection symptoms among children under five years of age were significantly linked with the age of the children, diarrhea status, residence, region, fuel type, stool disposal, wall material, and floor material.
    UNASSIGNED: Interventions should target modifiable factors such as proper stool disposal of the youngest child, informing the health effects of poor housing conditions such as improving wall and floor construction material to reduce acute respiratory infection symptoms among children under five years of age.
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  • 文章类型: Journal Article
    背景:补充维生素D可以预防急性呼吸道感染(ARIs)。本研究旨在确定补充维生素D的最佳方法。
    方法:PubMed,Embase,Cochrane中央控制试验登记册,WebofScience,和ClinicalTrials.gov注册表从数据库开始到2023年7月13日进行搜索。纳入随机对照试验(RCTs)。使用随机效应模型汇集数据。主要结果是具有一个或多个ARI的参与者的比例。
    结果:分析包括43项RCTs和49320名参与者。40项随机对照试验被认为存在低偏倚风险。主要的成对荟萃分析表明,补充维生素D对ARIs没有明显的预防作用(风险比[RR]:0.99,95%置信区间[CI]:0.97至1.01,I2=49.6%)。亚组剂量-反应荟萃分析表明,夏季保留和冬季占优势的亚组的最佳维生素D补充剂量范围为400-1200IU/天。亚组成对荟萃分析还显示,在每日给药的亚组中,补充维生素D具有显着的预防作用(RR:0.92,95%CI:0.85至0.99,I2=55.7%,治疗所需的数量[NNT]:36),试验持续时间<4个月(RR:0.81,95%CI:0.67至0.97,I2=48.8%,NNT:16),夏季保留季节(RR:0.85,95%CI:0.74至0.98,I2=55.8%,NNT:26),和冬季主导季节(RR:0.79,95%CI:0.71至0.89,I2=9.7%,NNT:10)。
    结论:在春季每天服用400至1200IU/d的维生素D补充剂可能会稍微预防ARIs,秋天,或者冬天,这应该在未来的临床试验中进一步研究。
    BACKGROUND: Vitamin D supplementation may prevent acute respiratory infections (ARIs). This study aimed to identify the optimal methods of vitamin D supplementation.
    METHODS: PubMed, Embase, Cochrane Central Register of Controlled Trials, Web of Science, and the ClinicalTrials.gov registry were searched from database inception through July 13, 2023. Randomized-controlled trials (RCTs) were included. Data were pooled using random-effects model. The primary outcome was the proportion of participants with one or more ARIs.
    RESULTS: The analysis included 43 RCTs with 49320 participants. Forty RCTs were considered to be at low risk for bias. The main pairwise meta-analysis indicated there were no significant preventive effects of vitamin D supplementation against ARIs (risk ratio [RR]: 0.99, 95% confidence interval [CI]: 0.97 to 1.01, I2 = 49.6%). The subgroup dose-response meta-analysis indicated that the optimal vitamin D supplementation doses ranged between 400-1200 IU/day for both summer-sparing and winter-dominant subgroups. The subgroup pairwise meta-analysis also revealed significant preventive effects of vitamin D supplementation in subgroups of daily dosing (RR: 0.92, 95% CI: 0.85 to 0.99, I2 = 55.7%, number needed to treat [NNT]: 36), trials duration < 4 months (RR: 0.81, 95% CI: 0.67 to 0.97, I2 = 48.8%, NNT: 16), summer-sparing seasons (RR: 0.85, 95% CI: 0.74 to 0.98, I2 = 55.8%, NNT: 26), and winter-dominant seasons (RR: 0.79, 95% CI: 0.71 to 0.89, I2 = 9.7%, NNT: 10).
    CONCLUSIONS: Vitamin D supplementation may slightly prevent ARIs when taken daily at doses between 400 and 1200 IU/d during spring, autumn, or winter, which should be further examined in future clinical trials.
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  • 文章类型: Journal Article
    这项研究旨在绘制印度尼西亚5岁以下儿童急性呼吸道感染(ARIs)的发病率,解决营养不良的三重负担,并分析营养不良对ARIs的影响,考虑到印度尼西亚的环境和财富差距。
    这项研究利用了生态设计,分析印度尼西亚营养调查的总体数据,2022年。它涵盖了33个省和486个地区/城市,涉及334848名5岁以下儿童。采用偏最小二乘结构方程模型研究财富之间的关系,环境,营养不良(发育迟缓,浪费,和体重不足),和ARIs。
    印尼ARI病例的比例一般集中在苏门答腊中部,爪哇的西部和东部,巴布亚东部。相比之下,苏门答腊北部,加里曼丹中部,苏拉威西岛中部,与其他地区相比,巴布亚中部的营养不良病例比例更高。发现营养不良与ARIs之间存在负相关(路径系数=-0.072,p<0.01),财富与环境之间存在负相关(路径系数=-0.633,p<0.001)。营养不良(路径系数=-0.399,p<0.001),和ARIs(路径系数=-0.918,p<0.001)。
    财富指数的增加预计将有助于减少ARI,未来的营养不良和环境负担。这项研究强调有必要采取有重点的策略,以解决当前的健康挑战和潜在的社会经济决定因素,以改善印度尼西亚背景下的儿童健康结果。
    UNASSIGNED: This study aimed to map the incidence of acute respiratory infections (ARIs) among under-5 children in Indonesia, address the triple burden of malnutrition, and analyze the impact of malnutrition on ARIs, taking into account the environmental and wealth disparities in Indonesia.
    UNASSIGNED: This study utilized an ecological design, analyzing aggregate data from the Indonesia Nutrition Survey, 2022. It encompassed 33 provinces and 486 districts/cities, involving a total of 334,848 children under 5 years of age. Partial least squares structural equation modeling was employed to investigate the relationships among wealth, environment, malnutrition (stunting, wasting, and underweight), and ARIs.
    UNASSIGNED: The proportion of ARI cases in Indonesia was generally concentrated in central Sumatra, the western and eastern parts of Java, and eastern Papua. In contrast, the northern part of Sumatra, central Kalimantan, central Sulawesi, and central Papua had a higher proportion of malnutrition cases compared to other regions. Negative associations were found between malnutrition and ARIs (path coefficient = -0.072, p<0.01) and between wealth and environment (path coefficient = -0.633, p<0.001), malnutrition (path coefficient = -0.399, p<0.001), and ARIs (path coefficient = -0.918, p<0.001).
    UNASSIGNED: An increasing wealth index is expected to contribute to reducing ARIs, malnutrition and environmental burdens in the future. This study emphasizes the necessity for focused strategies that address both immediate health challenges and the underlying socioeconomic determinants to improve child health outcomes in the Indonesian context.
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  • 文章类型: Journal Article
    尽管儿童疾病的患病率已经显著下降,急性呼吸道感染仍然是低收入和中等收入国家儿童死亡和疾病的主要原因。在埃塞俄比亚人口和健康调查之前的两周内,有7%的五岁以下儿童出现症状。因此,本研究旨在利用机器学习分析技术,确定埃塞俄比亚5岁以下儿童急性呼吸道感染疾病的可解释预测因素.
    次要数据分析使用2016年埃塞俄比亚人口和健康调查数据进行。使用STATA提取数据并导入到JupyterNotebook中进行进一步分析。5岁以下儿童急性呼吸道感染的存在是结果变量,分类为是和否。五种集成提升机器学习算法,如自适应提升(AdaBoost)、极端梯度提升(XGBoost),梯度提升,CatBoost,并对10,641名5岁以下儿童的样本进行了光梯度增强机(LightGBM)。Shapley加性解释技术用于识别驱动预测的重要特征和每个特征的影响。
    XGBoost模型实现了79.3%的精度,F1得分为78.4%,召回率78.3%,精度为81.7%,模型优化后的受试者工作曲线下面积为86.1%。儿童年龄(月),腹泻史,活着的孩子的数量,母乳喂养的持续时间,母亲职业是埃塞俄比亚5岁以下儿童急性呼吸道感染的首要预测因素。
    XGBoost分类器是具有改进性能的最佳预测模型,并在Shapely加性解释的帮助下确定了急性呼吸道感染的预测因素。这项研究的结果可以帮助决策者和利益相关者了解埃塞俄比亚五岁以下儿童预防急性呼吸道感染的决策过程。
    UNASSIGNED: Although the prevalence of childhood illnesses has significantly decreased, acute respiratory infections continue to be the leading cause of death and disease among children in low- and middle-income countries. Seven percent of children under five experienced symptoms in the two weeks preceding the Ethiopian demographic and health survey. Hence, this study aimed to identify interpretable predicting factors of acute respiratory infection disease among under-five children in Ethiopia using machine learning analysis techniques.
    UNASSIGNED: Secondary data analysis was performed using 2016 Ethiopian demographic and health survey data. Data were extracted using STATA and imported into Jupyter Notebook for further analysis. The presence of acute respiratory infection in a child under the age of 5 was the outcome variable, categorized as yes and no. Five ensemble boosting machine learning algorithms such as adaptive boosting (AdaBoost), extreme gradient boosting (XGBoost), Gradient Boost, CatBoost, and light gradient-boosting machine (LightGBM) were employed on a total sample of 10,641 children under the age of 5. The Shapley additive explanations technique was used to identify the important features and effects of each feature driving the prediction.
    UNASSIGNED: The XGBoost model achieved an accuracy of 79.3%, an F1 score of 78.4%, a recall of 78.3%, a precision of 81.7%, and a receiver operating curve area under the curve of 86.1% after model optimization. Child age (month), history of diarrhea, number of living children, duration of breastfeeding, and mother\'s occupation were the top predicting factors of acute respiratory infection among children under the age of 5 in Ethiopia.
    UNASSIGNED: The XGBoost classifier was the best predictive model with improved performance, and predicting factors of acute respiratory infection were identified with the help of the Shapely additive explanation. The findings of this study can help policymakers and stakeholders understand the decision-making process for acute respiratory infection prevention among under-five children in Ethiopia.
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  • 文章类型: Journal Article
    由于潜在微生物原因的广泛多样性,急性呼吸道感染(ARIs)的诊断具有挑战性。我们使用宏基因组下一代测序(mNGS)来分析ARI患者的鼻咽病毒,谁已经接受了临床多重PCR面板(AmprisensARVI-screen-FRT)的测试。我们收集了49名门诊成人的鼻咽拭子,其中32人出现ARI症状,PCR阳性,和哈萨克斯坦2021年春季的4个无症状对照。我们评估了mNGS衍生病毒的生物多样性以及与PCR结果的一致性。PCR在65%的有症状病例中鉴定出常见的ARI病毒。mNGS揭示了由人类组成的病毒类群,非人类真核和噬菌体组,包括15、11和28属,分别。值得注意的ARI相关人类病毒包括鼻病毒(16.3%),β疱疹病毒7型(14.3%)和EB病毒(8.16%)。主要的噬菌体宿主是链球菌。(32.7%),铜绿假单胞菌(24.5%)和伯克霍尔德菌。(20.4%)。总的来说,47%的ARIs仅与细菌病原体有关,病毒-细菌共感染的三分之一,不到10%,只有mNGS引起的病毒感染。PCR显示与mNGS的一致性低,除了鼻病毒.这些结果强调了广泛的诊断方法的重要性,并质疑常用的PCR小组在ARI诊断中的有效性。
    Diagnosis of acute respiratory infections (ARIs) is challenging due to the broad diversity of potential microbial causes. We used metagenomic next-generation sequencing (mNGS) to analyze the nasopharyngeal virome of ARI patients, who had undergone testing with a clinical multiplex PCR panel (Amplisens ARVI-screen-FRT). We collected nasopharyngeal swabs from 49 outpatient adults, 32 of whom had ARI symptoms and were PCR-positive, and 4 asymptomatic controls in Kazakhstan during Spring 2021. We assessed the biodiversity of the mNGS-derived virome and concordance with PCR results. PCR identified common ARI viruses in 65% of the symptomatic cases. mNGS revealed viral taxa consisting of human, non-human eukaryotic and bacteriophage groups, comprising 15, 11 and 28 genera, respectively. Notable ARI-associated human viruses included rhinovirus (16.3%), betaherpesvirus 7 (14.3%) and Epstein-Barr virus (8.16%). The primary phage hosts were Streptococcus spp. (32.7%), Pseudomonas aeruginosa (24.5%) and Burkholderia spp. (20.4%). In total, 47% of ARIs were linked solely to bacterial pathogens, a third to viral-bacterial co-infections, and less than 10% to only viral infections by mNGS. PCR showed low concordance with mNGS, except for rhinovirus. These results underscore the importance of broad diagnostic methods and question the effectiveness of commonly used PCR panels in ARI diagnosis.
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  • 文章类型: Journal Article
    这项研究的目的是研究SARS-CoV-2感染对训练有素的年轻皮艇运动员的心肺适应性(CRF)和时间试验表现的影响。
    这是一项纵向观察性研究。16岁(7名男性,9名女性)接种疫苗的皮划艇运动员接受了身体成分评估,最大等级运动测试,SARS-CoV-2感染前21.9±1.7天和感染后66.0±2.2天进行1000米时间试验。在感染恢复运动期前后,使用Borg的CR-10量表对训练负荷的感知进行量化。
    峰值摄氧量显着下降(-9.7%;效应大小[ES]=1.38),峰值氧脉搏(-5.7%;ES=0.96),和峰值心率(-1.9%;ES=0.61)。峰值分钟通风,与感染前的值相比,感染后的分钟通气量/二氧化碳产生斜率没有变化。在整个1000米中,受损趋势是在完成时间发现的,平均力量,和平均速度(-2.4至1.2%;小ESs=-0.40至0.47)以及中风率和中风长度的显着变化(-4.5至3.7%;ESs=-0.60至0.73)。
    SARS-CoV-2感染甚至在接种疫苗的运动员恢复常规训练两个月后,降低了CRF和计时赛表现。
    UNASSIGNED: The aims of this study were to examine the effect of SARS-CoV-2 infection on cardiorespiratory fitness (CRF) and time-trial performance in vaccinated well-trained young kayak athletes.
    UNASSIGNED: This is a longitudinal observational study. Sixteen (7 male, 9 female) vaccinated kayakers underwent body composition assessment, maximal graded exercise test, and 1000-m time-trial tests 21.9 ± 1.7 days before and 66.0 ± 2.2 days after the SARS-CoV-2 infection. The perception of training load was quantified with Borg\'s CR-10 scale before and after the infection return to sport period.
    UNASSIGNED: There were significant decreases in peak oxygen uptake (-9.7 %; effect size [ES] = 1.38), peak oxygen pulse (-5.7 %; ES = 0.96), and peak heart rate (-1.9 %; ES = 0.61). Peak minute ventilation, and minute ventilation/carbon dioxide production slope were unchanged after infection compared to the pre-infection values. In the entire 1000-m, the impaired tendencies were found in completion time, mean power, and mean speed (-2.4 to 1.2 %; small ESs = -0.40 to 0.47) as well as significant changes in stroke rate and stroke length (-4.5 to 3.7 %; ESs = -0.60 to 0.73).
    UNASSIGNED: SARS-CoV-2 infection decreased CRF and time-trial performance even two months after return to regular training in vaccinated athletes.
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  • 文章类型: Journal Article
    5岁以下儿童的急性呼吸道感染(ARIs)症状是一个全球性的健康挑战。我们旨在训练和评估十种机器学习(ML)分类方法,以预测撒哈拉以南非洲(sSA)国家5岁以下儿童母亲报告的ARI症状。我们使用了33个sSA国家的最新(2012-2022年)具有全国代表性的人口和健康调查数据。从美国国家航空航天局(NASA)获得了空气污染协变量,例如全球年度表面颗粒物(PM2.5)和以栅格图像形式提供的二氧化氮。MLA用于预测5岁以下儿童的ARIs症状。我们把数据集随机分成两部分,80%用于训练模型,剩下的20%用于测试训练的模型。使用灵敏度评估模型性能,特异性,准确度,和接收器工作特性曲线下的面积。共有327,507名五岁以下儿童被纳入研究。约7.10、4.19、20.61和21.02%的儿童报告有ARI症状,严重ARI,咳嗽,和发烧分别在调查年度前2周。莫桑比克的ARI患病率最高(15.3%),乌干达(15.05%),多哥(14.27%),和纳米比亚(13.65%,),而乌干达(40.10%),布隆迪(38.18%),津巴布韦(36.95%),纳米比亚(31.2%)的咳嗽患病率最高。随机森林图的结果表明,空间位置(经度,latitude),颗粒物,地表温度,二氧化氮,房屋中的牛数量是预测sSA中五岁以下儿童ARIs症状诊断的最重要特征。选择RF算法作为预测5岁以下儿童ARIs症状的最佳ML模型(AUC=0.77,准确度=0.72)。MLA在预测sSA国家五岁以下儿童的ARI症状和相关预测因素方面表现良好。随机森林MLA被确定为用于预测五岁以下儿童的ARI症状的最佳分类器。
    Symptoms of Acute Respiratory infections (ARIs) among under-five children are a global health challenge. We aimed to train and evaluate ten machine learning (ML) classification approaches in predicting symptoms of ARIs reported by mothers among children younger than 5 years in sub-Saharan African (sSA) countries. We used the most recent (2012-2022) nationally representative Demographic and Health Surveys data of 33 sSA countries. The air pollution covariates such as global annual surface particulate matter (PM 2.5) and the nitrogen dioxide available in the form of raster images were obtained from the National Aeronautics and Space Administration (NASA). The MLA was used for predicting the symptoms of ARIs among under-five children. We randomly split the dataset into two, 80% was used to train the model, and the remaining 20% was used to test the trained model. Model performance was evaluated using sensitivity, specificity, accuracy, and the area under the receiver operating characteristic curve. A total of 327,507 under-five children were included in the study. About 7.10, 4.19, 20.61, and 21.02% of children reported symptoms of ARI, Severe ARI, cough, and fever in the 2 weeks preceding the survey years respectively. The prevalence of ARI was highest in Mozambique (15.3%), Uganda (15.05%), Togo (14.27%), and Namibia (13.65%,), whereas Uganda (40.10%), Burundi (38.18%), Zimbabwe (36.95%), and Namibia (31.2%) had the highest prevalence of cough. The results of the random forest plot revealed that spatial locations (longitude, latitude), particulate matter, land surface temperature, nitrogen dioxide, and the number of cattle in the houses are the most important features in predicting the diagnosis of symptoms of ARIs among under-five children in sSA. The RF algorithm was selected as the best ML model (AUC = 0.77, Accuracy = 0.72) to predict the symptoms of ARIs among children under five. The MLA performed well in predicting the symptoms of ARIs and associated predictors among under-five children across the sSA countries. Random forest MLA was identified as the best classifier to be employed for the prediction of the symptoms of ARI among under-five children.
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  • 文章类型: Journal Article
    本研究考察了2017年至2023年河南省人类偏肺病毒(HMPV)的季节性和遗传特征。
    对HMPV检测阳性的急性呼吸道感染(ARI)患者的样品进行实时逆转录聚合酶链反应。从这些样品中扩增G基因并测序以进行流行病学和系统发育分析。
    我们从2017年10月至2023年3月招募了2,707名ARI患者,发现HMPV阳性率为6.17%(167/2,707)。5岁以下儿童的感染率最高,为7.78%(138/1,774)。2018年和2019年HMPV疫情主要发生在春季(3月至5月),2018年5月的峰值阳性率为31.11%,2019年5月为19.57%。2020年11月出现了显著增长,当时的积极性达到了42.11%的历史高点,一直持续到2021年1月。从2021年2月到2023年3月,没有观察到明显的季节性高峰,率从0%到8.70%不等。在分析的81个G基因序列中,46.91%(38/81)被鉴定为A型亚型(A2c:45.67%,37/81;A2b:1.23%,1/81)和53.09%(43/81)为B型(B1:9.88%,8/81;B2:43.21%,35/81)。值得注意的是,在HMPV亚型中观察到AAABBA开关模式。优势菌株A亚型为A2c111nt-dup,B亚型为B2。
    河南省6年的监测详细介绍了HMPV的季节和遗传动态,为中国HMPV感染的控制和预防提供有价值的见解。这些发现支持靶向HMPV疫苗和免疫策略的开发。
    UNASSIGNED: This study examines the seasonal and genetic characteristics of human metapneumovirus (HMPV) in Henan from 2017 to 2023.
    UNASSIGNED: Samples from patients with acute respiratory infection (ARI) testing positive for HMPV were subjected to real-time reverse transcription polymerase chain reaction The G gene was amplified and sequenced from these samples for epidemiological and phylogenetic analysis.
    UNASSIGNED: We enrolled 2,707 ARI patients from October 2017 to March 2023, finding an HMPV positivity rate of 6.17% (167/2,707). Children under five exhibited the highest infection rate at 7.78% (138/1,774). The 2018 and 2019 HMPV outbreaks predominantly occurred in spring (March to May), with peak positivity rates of 31.11% in May 2018 and 19.57% in May 2019. A notable increase occurred in November 2020, when positivity reached a historic high of 42.11%, continuing until January 2021. From February 2021 through March 2023, no significant seasonal peaks were observed, with rates ranging from 0% to 8.70%. Out of 81 G gene sequences analyzed, 46.91% (38/81) were identified as subtype A (A2c: 45.67%, 37/81; A2b: 1.23%, 1/81) and 53.09% (43/81) as subtype B (B1: 9.88%, 8/81; B2: 43.21%, 35/81). Notably, an AAABBA switch pattern was observed in HMPV subtypes. The dominant strains were A2c111nt-dup in subtype A and B2 in subtype B.
    UNASSIGNED: Six years of surveillance in Henan Province has detailed the seasonal and genetic dynamics of HMPV, contributing valuable insights for the control and prevention of HMPV infections in China. These findings support the development of targeted HMPV vaccines and immunization strategies.
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