Dengue

登革热
  • 文章类型: Journal Article
    背景:登革热病毒(DENV)感染,一种常见的蚊媒疾病,与抑郁和焦虑等几种精神障碍有关。然而,尚未充分研究这些疾病在DENV感染后的时间风险.
    方法:这项基于人群的队列研究涵盖了2002年至2015年台湾45,334名最近经实验室确认的登革热患者,与非登革热患者的年龄以1:5的比例匹配。性别,和住所(n=226,670)。采用子分布危险回归分析,我们评估了近期(<3个月),中级(3-12个月),和长期(>12个月)的焦虑障碍的风险,抑郁症,和DENV感染后的睡眠障碍。使用Benjamini-Hochberg程序进行多重比较的校正。
    结果:在感染后的所有时间段内,抑郁障碍风险均显着增加(<3个月[aSHR1.90,95%CI1.20-2.99],3-12个月[aSHR1.68,95%CI1.32-2.14],和>12个月[aSHR1.14,95%CI1.03-1.25])。睡眠障碍风险仅在3-12个月内较高(aSHR1.55,95%CI1.18-2.04)。没有发现焦虑障碍风险升高。对住院登革热患者的亚组分析显示,在3个月内发生焦虑症的风险增加(aSHR2.14,95%CI1.19-3.85),并且在所有时期持续发生抑郁症的风险。住院登革热患者在第一年内睡眠障碍风险也升高。
    结论:登革热患者的短期和长期抑郁障碍风险均显著升高。然而,登革热对睡眠障碍和焦虑的影响似乎是短暂的。进一步的研究对于阐明潜在的机制至关重要。
    BACKGROUND: Dengue virus (DENV) infection, a common mosquito-borne disease, has been linked to several mental disorders like depression and anxiety. However, the temporal risk of these disorders after DENV infection is not well studied.
    METHODS: This population-based cohort study encompassed 45,334 recently lab-confirmed dengue patients in Taiwan spanning 2002 to 2015, matched at a 1:5 ratio with non-dengue individuals based on age, gender, and residence (n = 226,670). Employing subdistribution hazard regression analysis, we assessed the immediate (<3 months), intermediate (3-12 months), and prolonged (>12 months) risks of anxiety disorders, depressive disorders, and sleep disorders post DENV infection. Corrections for multiple comparisons were carried out using the Benjamini-Hochberg procedure.
    RESULTS: A significant increase in depressive disorder risk across all timeframes post-infection was observed (<3 months [aSHR 1.90, 95% CI 1.20-2.99], 3-12 months [aSHR 1.68, 95% CI 1.32-2.14], and >12 months [aSHR 1.14, 95% CI 1.03-1.25]). Sleep disorder risk was higher only during 3-12 months (aSHR 1.55, 95% CI 1.18-2.04). No elevated anxiety disorder risk was found. Subgroup analysis of hospitalized dengue patients showed increased risk of anxiety disorders within 3 months (aSHR 2.14, 95% CI 1.19-3.85) and persistent risk of depressive disorders across all periods. Hospitalized dengue patients also had elevated sleep disorder risk within the first year.
    CONCLUSIONS: Dengue patients exhibited significantly elevated risks of depressive disorders in both the short and long term. However, dengue\'s impact on sleep disorders and anxiety seems to be short-lived. Further research is essential to elucidate the underlying mechanisms.
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  • 文章类型: Journal Article
    背景:登革热已成为秘鲁前所未有的流行病,预计由于气候变化,这一问题将进一步升级。这项研究旨在确定在Pucallpa第二医院接受治疗的患者中与登革热死亡相关的危险因素,秘鲁。
    方法:这项回顾性队列研究收集了2019年1月至2023年3月在秘鲁PucallpaII医院治疗的登革热诊断患者的病历信息。主要结果是死亡,次要结果是死亡,严重登革热的发展,或重症监护病房(ICU)入院。Cox回归模型用于确定危险因素。
    结果:评估了152例患者的临床记录,年龄中位数为27.5岁(四分位数间距,11-45).在所有患者中,29人(19.1%)患上严重登革热,31人(20.4%)入住ICU,13例(8.6%)在随访期间死亡。在生存分析中,胆红素>1.2mg/dL与更高的死亡风险aHR相关:11.38(95%CI:1.2106.8).此外,与不良预后相关的因素包括有1至3个合并症aRR:1.92(1.2至3.2),AST≥251U/LaRR:6.79(2.2至21.4),以前登革热的历史aRR:1.84(1.0至3.3),纤维蛋白原≥400mg/dLaRR:2.23(1.2至4.1)。
    结论:胆红素升高与登革热死亡相关,而合并症的增加和既往登革热病史与疾病的不良预后有关。通过改善实验室检测的机会,及早发现严重登革热将更可行,特别是在登革热发病率高的热带地区。
    BACKGROUND: Dengue has emerged as an unprecedented epidemic in Peru, and it is anticipated that this issue will escalate further owing to climate change. This study aimed to determine the risk factors associated with death from dengue in patients treated at Hospital II in Pucallpa, Peru.
    METHODS: This retrospective cohort study collected information from the medical records of patients with a diagnosis of dengue treated at Hospital II Pucallpa-Peru between January 2019 and March 2023. The primary outcome was death, and the secondary outcome was death, development of severe dengue, or Intensive Care Unit (ICU) admission. Cox regression models were used to determine risk factors.
    RESULTS: The clinical records of 152 patients were evaluated, with a median age of 27.5 years (interquartile range, 11-45). Among all patients, 29 (19.1%) developed severe dengue, 31 (20.4%) were admitted to the ICU, and 13 (8.6%) died during follow-up. In the survival analysis, bilirubin >1.2 mg/dL was associated with a higher risk of death aHR: 11.38 (95% CI: 1.2 106.8). Additionally, factors associated with poor prognosis included having 1 to 3 comorbidities aRR: 1.92 (1.2 to 3.2), AST ≥251 U/L aRR: 6.79 (2.2 to 21.4), history of previous dengue aRR: 1.84 (1.0 to 3.3), and fibrinogen ≥400 mg/dL aRR: 2.23 (1.2 to 4.1).
    CONCLUSIONS: Elevated bilirubin was associated with death from dengue, whereas an increase in comorbidities and a history of previous dengue were related to a poor prognosis of the disease. Early identification of severe dengue would be more feasible with improved access to laboratory testing, particularly in tropical areas with a high dengue incidence.
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  • 文章类型: Journal Article
    关于登革热的卫生统计几乎不存在,尽管该病毒在多哥传播。这项研究旨在评估知识,态度,卡拉卫生区卫生专业人员的实践(KAP)。
    于2022年3月至6月进行了一项横断面研究,其中使用详尽的招募方法选择了在多哥北部卡拉地区工作的医疗保健专业人员。数据是由训练有素的住院医生通过标准化的面对面访谈收集的,基于世卫组织2009年登革热指南的预测试问卷。三个多元回归模型被用来调查与知识相关的因素,态度和,和实践。
    共有464名受访者(37.1%为女性),中位年龄35岁,包括四分位间距(29-43年)。只有(3.0%)的参与者接受过登革热诊断培训,过去三年的治疗和预防,10.3%的人在他们的医院接受了登革热快速诊断测试。半数受访者(49.1%)对登革热有良好的认识,30.0%的人有积极的态度。共有256名专业人士在执业中遇到登革热个案,只有24例(9.4%)有适当的登革热诊断和治疗方法.在多变量分析中,参加持续登革热培训的医疗保健专业人员更有可能有足够的登革热诊断和治疗实践aOR=8.1;CI95%=[1.7-36.0].
    通过持续的培训和提供登革热诊断测试来加强医疗保健专业人员的登革热相关技能,可以帮助改善多哥登革热的早期发现和管理。
    UNASSIGNED: Health statistics on dengue are virtually non-existent, despite the fact that the virus is circulating in Togo. This study aimed to assess the knowledge, attitudes, and practices (KAP) of health professionals in the Kara health region.
    UNASSIGNED: A cross-sectional study was conducted from March to June 2022 among healthcare professionals who had worked in the Kara region of northern Togo were selected using an exhaustive recruitment method. Data were collected by trained resident doctors with a face-to-face interview using a standardized, pretested questionnaire based on the WHO 2009 dengue guide. Three multivariate regression models were utilized to investigate factors associated with knowledge, attitudes and, and practices.
    UNASSIGNED: A total of 464 respondents (37.1% female), median age 35 years, interquartile range (29-43 years) were included. Only (3.0%) of the participants had received training on dengue fever diagnosis, treatment and prevention in the last 3 years, and 10.3% had dengue rapid diagnostic tests available at their hospital. Half of the respondents (49.1%) had good knowledge of dengue fever, compared with 30.0% who had positive attitudes. Of a total of 256 professionals who had encountered a case of dengue fever in their practice, only 24 (9.4%) had appropriate practices for diagnosing and treating dengue fever. In multivariate analysis, the healthcare professionals who had taken part in ongoing training on dengue fever were more likely to have adequate dengue diagnosis and treatment practice aOR = 8.1; CI 95% = [1.7-36.0].
    UNASSIGNED: Strengthening healthcare professionals\' dengue-related skills through ongoing training and the provision of dengue diagnostic tests could help improve early detection practices and management of dengue fever in Togo.
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  • 文章类型: Journal Article
    背景:伊蚊是登革热感染的主要媒介,每年影响数百万人的全球健康威胁。针对登革热暴发的常规预防和控制方法仅取得了微不足道的成功。认识到手头的复杂问题,多层次参与方法至关重要。因此,越来越多地考虑和尝试涉及社区参与的替代策略。虽然已经进行了基于社区的媒介控制计划,维持人群的行为变化仍然是一个挑战。这项研究旨在确定防治伊蚊和登革热的具体社区需求,作为指导社区推动举措发展的基础,并在防治登革热的斗争中培养更深刻的主人翁意识。
    方法:在2022年8月1日至2022年11月30日之间,我们在HuluLangat区进行了一项研究,Selangor,使用混合方法设计。所有参与者都同意这项研究,其中包括27名参与者(FGD)和15名参与者(IDI)。IDI包括两名有登革热病史的参与者,一个社区领袖,一个信仰领袖,七个地方当局,和四名地区卫生官员。通过目的性和滚雪球采样技术在利益相关者和社区成员之间进行了半结构化访谈和讨论。在使用反身主题分析进行分析之前,所有访谈都是音频记录的。
    结果:这些来自定性数据的结果探讨了社区在防治伊蚊和登革热方面的观点和需求。与各种利益相关者进行了访谈,包括社区成员,领导人,和卫生官员。该研究确定了当局采取果断行动以应对登革热流行的影响的必要性,通过伙伴关系和参与性方法进行社区参与的重要性,促进社区参与的奖励和奖励的潜在好处,以及持续的社区参与和教育的需要,特别是通过年轻人参与预防工作。这些发现为设计针对伊蚊和登革热的有效策略提供了有价值的见解。
    结论:简而言之,迫切需要采取综合办法,让多个利益攸关方参与防治伊蚊和登革热。该方法应包括努力提高认识,提供实用资源,培养社会责任。青少年作为志愿者的积极参与可以为长期预防工作做出贡献。协作,资源分配,社区参与对于有效的登革热控制和更健康的环境至关重要。
    BACKGROUND: Aedes mosquitoes are the main vector of dengue infection, a global health threat affecting millions of people annually. Conventional prevention and control methods against dengue outbreaks have only achieved marginal success. Recognizing the complex issue at hand, a multilevel participatory approach is crucial. Thus, alternative strategies that involve community engagement are increasingly being considered and attempted. While community-based vector control programs have been conducted, sustaining behavioral changes among the population remains a challenge. This study aimed to identify the specific community needs in combating Aedes mosquitoes and dengue fever as a basis to guide the development of community-driven initiatives and foster a deeper sense of ownership in the fight against dengue.
    METHODS: Between 1 August 2022 and 30 November 2022, we conducted a study in Hulu Langat district, Selangor, using a mixed-method design. All participants consented to the study, which comprised 27 participants (FGDs) and 15 participants (IDIs). The IDIs included two participants with a history of dengue fever, one community leader, one faith leader, seven local authorities, and four district health officers. Semi-structured interviews and discussions were performed among stakeholders and community members recruited via purposive and snowball sampling techniques. All interviews were audio-recorded before being analyzed using reflexive thematic analysis.
    RESULTS: These results derived from qualitative data explored the perspectives and needs of communities in combating Aedes mosquitoes and dengue fever. Interviews were conducted with various stakeholders, including community members, leaders, and health officers. The study identified the necessity of decisive actions by authorities to address the impact of the dengue epidemic, the importance of community engagement through partnerships and participatory approaches, the potential benefits of incentives and rewards to enhance community participation, and the need for sustained community engagement and education, especially via the involvement of young people in prevention efforts. These findings provide valuable insights into the design of effective strategies against Aedes mosquitoes and dengue fever.
    CONCLUSIONS: In short, there is an urgent need for a comprehensive approach involving multiple stakeholders in the fight against Aedes mosquitoes and dengue fever. The approach should incorporate efforts to raise awareness, provide practical resources, and foster community responsibility. The active involvement of teenagers as volunteers can contribute to long-term prevention efforts. Collaboration, resource allocation, and community engagement are crucial for effective dengue control and a healthier environment.
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  • 文章类型: Journal Article
    背景:登革热是洪都拉斯主要发病率和死亡率的一种疾病。
    方法:这项描述性研究使用了基于2016-2022年国家病毒学实验室数据的分析成分。序数logistic回归用于确定与没有警告标志(DWOS)的登革热分类相关的因素,带有警告标志的登革热(DWS),和严重登革热(SD)。
    结果:总体而言,纳入14,687例登革热病例;50.1%患有DWOS,36.5%有DWS,13.4%有SD。与DWS和SD的较高概率相关的患者是1-4岁年龄组的患者(DWSOR1.61;95CI:1.33-1.94),(SDOR1.52;95%CI:1.26-1.84),5-9年(DWSOR2.01;95%CI:1.68-2.40),(SDOR2.00;95%CI:1.67-2.40),和10-19年(DWSOR1.55;95%CI:1.30-1.85)(SDOR1.57;95%CI:1.31-1.88)。与DWS和SD的较高概率相关的部门是拉巴斯(OR6.35;95%CI:3.53-11.42),(OR10.94;95%CI:5.96-20.08),科潘(OR6.94;95%CI:5.05-9.53)(OR7.33;95%CI:5.35-10.03),Valle(OR5.22;95%CI:1.25-21.82)(OR10.71;95%CI:2.21-51.88)。
    结论:在研究期间,登革热表现出特有的行为,峰值与2015年和2019年洪都拉斯最近两次疫情一致。与登革热严重程度相关的主要因素是年龄<19岁,男性,来自拉巴斯,科潘,或者Valle.
    BACKGROUND: Dengue is a disease that accounts for a major morbidity and mortality in Honduras.
    METHODS: This descriptive study used an analytical component based on the data from the National Virology Laboratory between 2016-2022. Ordinal logistic regression was used to identify the factors associated with the classification of dengue without warning signs (DWOS), dengue with warning signs (DWS), and severe dengue (SD).
    RESULTS: Overall, 14,687 dengue cases were included; 50.1% had DWOS, 36.5% had DWS, and 13.4% had SD. Patients that were more associated with a higher probability of DWS and SD were patients in the age groups 1-4 years (DWS OR 1.61; 95%CI:1.33-1.94), (SD OR 1.52; 95% CI:1.26-1.84), 5-9 years (DWS OR 2.01; 95% CI:1.68-2.40), (SD OR 2.00; 95% CI:1.67-2.40), and 10-19 years (DWS OR 1.55; 95% CI:1.30-1.85) (SD OR 1.57; 95% CI:1.31-1.88). The departments that were associated with a higher probability of DWS and SD were La Paz (OR 6.35; 95% CI:3.53-11.42), (OR 10.94; 95% CI:5.96-20.08), Copán (OR 6.94; 95% CI:5.05-9.53) (OR 7.33; 95% CI: 5.35-10.03), Valle (OR 5.22; 95% CI:1.25-21.82) (OR 10.71; 95% CI:2.21-51.88).
    CONCLUSIONS: During the study period, dengue presented endemic behavior, with peaks consistent with the last two epidemics in Honduras in 2015 and 2019. The main factors associated with dengue severity were age< 19 years, male sex, and being from La Paz, Copán, or Valle.
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  • 文章类型: Journal Article
    登革热是一种媒介传播的病毒性疾病,影响全球数百万人。然而,类似于许多其他疾病,报告显示,在COVID-19大流行期间(2020-22),登革热发病率和血清阳性率下降。这可能归因于寻求治疗的比率降低,少报,误诊,由于封锁,中断了卫生服务,减少了对病媒的接触。关于COVID-19大流行期间登革热病毒(DENV)疾病的科学证据在全球范围内是有限的。
    横截面,进行了随机整群抽样的社区调查,以评估泰米尔纳德邦所有38个地区的抗登革热IgM和IgG和SARS-CoV-2IgG血清阳性率,印度。对2021年伊蚊蚊池中DENV的患病率进行了分析,并通过实时PCR将其与之前和之后几年的DENV载体监测进行了比较。
    结果表明,所有地区的DENV-IgM和IgG血清阳性率和蚊子病毒阳性率均降低。共收集了来自186个集群的13464个蚊子池和5577个人血清样品。其中,3.76%的蚊子池对DENV呈阳性。在人类血清中,4·12%的DENVIgM阳性,6·4%的DENVIgG阳性。抗SARS-CoV-2抗体滴度与登革热血清阳性呈显着相关性,而疫苗接种状态与登革热IgM水平显着相关。
    持续监测DENV血清阳性率,特别是随着SARS-CoV-2病毒的变异和COVID-19病例的激增,将揭示登革热感染的传播和治疗属性。
    UNASSIGNED: Dengue is a vector-borne viral disease impacting millions across the globe. Nevertheless, akin to many other diseases, reports indicated a decline in dengue incidence and seroprevalence during the COVID-19 pandemic (2020-22). This presumably could be attributed to reduced treatment-seeking rates, under-reporting, misdiagnosis, disrupted health services and reduced exposure to vectors due to lockdowns. Scientific evidence on dengue virus (DENV) disease during the COVID-19 pandemic is limited globally.
    UNASSIGNED: A cross-sectional, randomized cluster sampling community-based survey was carried out to assess anti-dengue IgM and IgG and SARS-CoV-2 IgG seroprevalence across all 38 districts of Tamil Nadu, India. The prevalence of DENV in the Aedes mosquito pools during 2021 was analyzed and compared with previous and following years of vector surveillance for DENV by real-time PCR.
    UNASSIGNED: Results implicate that both DENV-IgM and IgG seroprevalence and mosquito viral positivity were reduced across all the districts. A total of 13464 mosquito pools and 5577 human serum samples from 186 clusters were collected. Of these, 3·76% of mosquito pools were positive for DENV. In the human sera, 4·12% were positive for DENV IgM and 6·4% were positive for DENV IgG. The anti-SARS-CoV-2 antibody titres correlated with dengue seropositivity with a significant association whereas vaccination status significantly correlated with dengue IgM levels.
    UNASSIGNED: Continuous monitoring of DENV seroprevalence, especially with the evolving variants of the SARS-CoV-2 virus and surge in COVID-19 cases will shed light on the transmission and therapeutic attributes of dengue infection.
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  • 文章类型: Journal Article
    在Covid19大流行期间和基于医院的研究中,印度地理区域的登革热和基孔肯雅病的负担量化得很差。目的是评估研究主要区域中登革热和基孔肯雅热的患病率,并使用量子地理信息系统(QGIS)可视化登革热和基孔肯雅热病例的空间分布。
    这项描述性横断面研究是在班加罗尔附近一所医学院的农村野外实践区的村庄中进行的。通过简单随机抽样方法共选取31个村,通过入户走访调查3356名被试。QGIS用于案例的空间映射。
    对3356名受试者进行了调查,登革热和基孔肯雅热的患病率分别为1.13%和0.02%,分别。登革热和基孔肯雅热病例的总患病率为1.16%。所有39例(100%)病例报告发热,31例(79.5%)报告肌痛,其次是关节痛22例(56.4%)。QGIS支持病例的空间映射,在研究区域中未发现病例聚类。
    据报道,登革热和基孔肯雅热的负担不足,农村地区的监测系统需要加强。发现QGIS在病例的空间映射中很有用,并且没有观察到病例的聚类。
    UNASSIGNED: The burden of dengue and chikungunya diseases across geographical regions of India is poorly quantified more so during Covid19 pandemic and from hospital-based studies. The objective was to assess the prevalence of dengue and chikungunya in the study mainly area and to visualize the spatial distribution of dengue and chikungunya cases using the Quantum Geographic Information System (QGIS).
    UNASSIGNED: This descriptive cross-sectional study was conducted among the population in villages coming under a medical college\'s rural field practice area near Bangalore. A total of 31 villages were selected through a simple random sampling method and 3356 subjects were surveyed through household visits. QGIS was used for spatial mapping of cases.
    UNASSIGNED: 3356 subjects were surveyed, and the prevalence of dengue and chikungunya was 1.13% and 0.02%, respectively. The overall prevalence of dengue and chikungunya cases together was 1.16%. All 39 (100%) cases had reported fever and 31 cases (79.5%) reported myalgia followed by arthralgia 22 (56.4%). QGIS supported spatial mapping of the cases and no clustering of cases was found in the study area.
    UNASSIGNED: The burden of dengue and chikungunya is under reported, and the surveillance system needs to be strengthened in the rural area. QGIS was found to be useful in the spatial mapping of the cases and there was no clustering of cases observed.
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  • 文章类型: Journal Article
    尽管在南美采取了一致的努力,这些疾病继续在流行地区造成重大的发病率和死亡率负担。这项研究旨在分析医院数据并调查登革热的住院率,利什曼病,以及2015年至2022年厄瓜多尔的疟疾。
    分析了2015年至2022年厄瓜多尔国家统计局和人口普查的开放访问数据库。使用每种疾病的特定术语(ICD-10)过滤数据,并使用MicrosoftExcel计算地理分布的描述性统计数据,Stata14.2和Rstudio。
    登革热负担最高,报告病例31616例,其次是疟疾(1316)和利什曼病(283)。从2015年到2022年,Sucumbios省每105名居民的登革热住院率最高(697.2),帕斯塔萨省的疟疾(108.4),以及莫罗纳圣地亚哥省的利什曼病(18.8)。数据的趋势分析显示,登革热略有增加,疟疾和利什曼病的住院率呈轻度下降趋势。
    结果表明,厄瓜多尔的媒介传播疾病控制失败。不幸的是,登革热没有明显减少的趋势,疟疾,和厄瓜多尔的利什曼病。这项研究强调了优化可持续媒介控制计划的必要性,并强调了对疾病发病率和控制措施的持续监测。
    UNASSIGNED: Despite concerted efforts in South America, these diseases continue to pose a significant burden of morbidity and mortality in endemic regions. This study aimed to analyse hospital data and investigate the hospitalisation rates of dengue fever, leishmaniasis, and malaria in Ecuador between 2015 and 2022.
    UNASSIGNED: Open-access databases from the National Institute of Statistics and Censuses of Ecuador between 2015 and 2022 were analysed. Data were filtered using specific terms for each disease (ICD-10), and descriptive statistics of geographical distributions were calculated using Microsoft Excel, Stata 14.2, and Rstudio.
    UNASSIGNED: Dengue had the highest burden, with 31,616 reported cases, followed by malaria (1,316) and leishmaniasis (283). From 2015 to 2022, the highest hospitalisation rate per 105 inhabitants for dengue was observed in Sucumbios province (697.2), for malaria in Pastaza province (108.4), and for leishmaniasis in Morona Santiago province (18.8). The data\'s trend analysis revealed a slight increase in dengue and mild downward trends in hospitalisation for malaria and leishmaniasis.
    UNASSIGNED: The results suggest that vector-borne disease control has failed in Ecuador. Unfortunately, there was no significant trend towards a decrease in dengue, malaria, and leishmaniasis in Ecuador during the years studied. This study highlights the need to optimise sustainable vector control programs and emphasises continuous monitoring of disease incidence and control measures.
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  • 文章类型: Journal Article
    背景:登革热流行给医疗资源带来了相当大的压力。对入院患者的实时连续和非侵入性监测可以改善护理和结果。我们评估了市售可穿戴式(SmartCare)利用光体积描记术(PPG)对越南登革热住院患者队列的临床风险进行分层的性能。
    方法:我们在热带病医院对临床诊断为登革热的成人和儿科患者进行了一项前瞻性观察研究,胡志明市,越南。患者在入院早期接受PPG监测以及标准临床护理。使用机器学习模型分析PPG波形。成年患者分为3种严重程度类别:i)无并发症(以病房为基础),ii)中度-重度(以急诊科为基础),和iii)严重(基于ICU)。儿科患者的数据分为2类:i)严重(ICU住院期间)和ii)随访(发病后14-21天)。使用标准分类指标和5倍分层交叉验证评估模型性能。
    结果:我们纳入了132名成年人和15名儿科患者的PPG和临床数据,中位年龄为28岁(IQR,21-35)和12(IQR,分别为9-13)年。1781小时的PPG数据可用于分析。表现最好的卷积神经网络模型(CNN)在根据严重程度等级对成年患者进行分类时实现了0.785的精度和0.771的召回率,在对疾病和疾病后状态进行分类时实现了0.891的精度和0.891的召回率。儿科患者。
    结论:我们证明,使用低成本可穿戴设备提供了临床可操作的数据来区分不同严重程度的登革热患者。持续的监测和与早期预警系统的连接可以大大有利于登革热的临床护理,特别是在地方性环境中。目前正在实施这些模型以进行动态风险预测并协助个性化患者护理的工作。
    背景:EPSRC高性能嵌入式和分布式系统(HiPEDS)博士培训中心(授予:EP/L016796/1)和WellcomeTrust(授予:215010/Z/18/Z和215688/Z/19/Z)。
    BACKGROUND: Dengue epidemics impose considerable strain on healthcare resources. Real-time continuous and non-invasive monitoring of patients admitted to the hospital could lead to improved care and outcomes. We evaluated the performance of a commercially available wearable (SmartCare) utilising photoplethysmography (PPG) to stratify clinical risk for a cohort of hospitalised patients with dengue in Vietnam.
    METHODS: We performed a prospective observational study for adult and paediatric patients with a clinical diagnosis of dengue at the Hospital for Tropical Disease, Ho Chi Minh City, Vietnam. Patients underwent PPG monitoring early during admission alongside standard clinical care. PPG waveforms were analysed using machine learning models. Adult patients were classified between 3 severity classes: i) uncomplicated (ward-based), ii) moderate-severe (emergency department-based), and iii) severe (ICU-based). Data from paediatric patients were split into 2 classes: i) severe (during ICU stay) and ii) follow-up (14-21 days after the illness onset). Model performances were evaluated using standard classification metrics and 5-fold stratified cross-validation.
    RESULTS: We included PPG and clinical data from 132 adults and 15 paediatric patients with a median age of 28 (IQR, 21-35) and 12 (IQR, 9-13) years respectively. 1781 h of PPG data were available for analysis. The best performing convolutional neural network models (CNN) achieved a precision of 0.785 and recall of 0.771 in classifying adult patients according to severity class and a precision of 0.891 and recall of 0.891 in classifying between disease and post-disease state in paediatric patients.
    CONCLUSIONS: We demonstrate that the use of a low-cost wearable provided clinically actionable data to differentiate between patients with dengue of varying severity. Continuous monitoring and connectivity to early warning systems could significantly benefit clinical care in dengue, particularly within an endemic setting. Work is currently underway to implement these models for dynamic risk predictions and assist in individualised patient care.
    BACKGROUND: EPSRC Centre for Doctoral Training in High-Performance Embedded and Distributed Systems (HiPEDS) (Grant: EP/L016796/1) and the Wellcome Trust (Grants: 215010/Z/18/Z and 215688/Z/19/Z).
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  • 文章类型: Journal Article
    近年来,外泌体miRNAs的研究为探索病毒感染和疾病预防的机制提供了新的见解。本研究通过登革病毒(DENV)感染社区调查,探讨登革热感染者血清外泌体miRNA表达谱。
    首先对白云区1253名健康人进行血清阳性率研究,以确定DENV感染状况,广州。共18份血清样本,包括6个健康对照(HC),6无症状的DENV感染(AbstractDI),和6名确诊登革热患者(AcuteDI),收集外泌体分离,然后进行sRNA测序。通过生物信息学分析,我们在不同组之间发现了不同的血清外泌体miRNA谱,并鉴定了差异表达的miRNA(DEM).通过qRT-PCR进一步验证了这些发现。
    DENV感染的社区调查表明,研究区域人群中DENVIgG抗体阳性率为11.97%,无症状感染者占抗DENVIgG阳性的93.06%。经Logistic回归分析,年龄、广州户籍与DENVIgG抗体阳性相关。在健康个体和DENV感染之间观察到不同的miRNA谱。从测序数据的初始分析,在18个血清外泌体样品中鉴定出总共1854个miRNA。比较分析揭示了在DENV感染组(mergedDI)中包含5个上调的和18个下调的miRNA的23个DEM。与AcuteDI相比,在AbstrictDI中鉴定出18个上调的miRNA。此外,DEM预测的靶基因的功能富集表明这些miRNAs参与了与细胞粘附相关的生物学过程和途径,病灶粘连,内吞作用,和ECM-受体相互作用。通过qRT-PCR验证了八个DEM。
    广州市白云区表现出显着比例的无症状DENV感染,如其他研究所示,强调需要加强对无症状者和老年人的监测和筛查。在健康人群中差异miRNA表达,有症状和无症状的DENV感染者提示其作为区分DENV感染的生物标志物的潜力,并为研究DENV无症状感染的潜在机制提供了新的途径.
    UNASSIGNED: In recent years, research on exosomal miRNAs has provided new insights into exploring the mechanism of viral infection and disease prevention. This study aimed to investigate the serum exosomal miRNA expression profile of dengue-infected individuals through a community survey of dengue virus (DENV) infection.
    UNASSIGNED: A seroprevalence study of 1253 healthy persons was first conducted to ascertain the DENV infection status in Baiyun District, Guangzhou. A total of 18 serum samples, including 6 healthy controls (HC), 6 asymptomatic DENV infections (AsymptDI), and 6 confirmed dengue fever patients (AcuteDI), were collected for exosome isolation and then sRNA sequencing. Through bioinformatics analysis, we discovered distinct serum exosomal miRNA profiles among the different groups and identified differentially expressed miRNAs (DEMs). These findings were further validated by qRT-PCR.
    UNASSIGNED: The community survey of DENV infection indicated that the DENV IgG antibody positivity rate among the population was 11.97 % in the study area, with asymptomatic infected individuals accounting for 93.06 % of the anti-DENV IgG positives. The age and Guangzhou household registration were associated with DENV IgG antibody positivity by logistic regression analysis. Distinct miRNA profiles were observed between healthy individuals and DENV infections. A total of 1854 miRNAs were identified in 18 serum exosome samples from the initial analysis of the sequencing data. Comparative analysis revealed 23 DEMs comprising 5 upregulated and 18 downregulated miRNAs in the DENV-infected group (mergedDI). In comparison to AcuteDI, 18 upregulated miRNAs were identified in AsymptDI. Moreover, functional enrichment of the predicted target genes of DEMs indicated that these miRNAs were involved in biological processes and pathways related to cell adhesion, focal adhesion, endocytosis, and ECM-receptor interaction. Eight DEMs were validated by qRT-PCR.
    UNASSIGNED: The Baiyun District of Guangzhou exhibits a notable proportion of asymptomatic DENV infections as suggested in other research, highlighting the need for enhanced monitoring and screening of asymptomatic persons and the elderly. Differential miRNA expression among healthy, symptomatic and asymptomatic DENV-infected individuals suggests their potential as biomarkers for distinguishing DENV infection and offers new avenues of investigating the mechanisms underlying DENV asymptomatic infections.
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