Khamnuan Patcharin, Pongpan Surangrat, Thanatrakolsri Pantitcha, Vittaporn Supa, Daraswang Punnaphat, Samsee Sirawan
Faculty of Public Health, Thammasat University, Lampang 52190, Thailand.
Thammasat University Research Unit in Environment, Health and Epidemiology, Lampang 52190, Thailand.
Trop Med Infect Dis. 2025 Aug 18;10(8):233. doi: 10.3390/tropicalmed10080233.
Dengue infection is a spreading vector borne disease with most severe infection-related fatalities occurring in adults. This study was conducted to explore prognostic indicators of dengue infection severity.
This study included patients aged over 15 years who were diagnosed with dengue viral infection. Data were collected from nine hospitals across all regions of Thailand between January 2019 and December 2022. Diagnosis of dengue infection was confirmed by a positive result for the NS-1 antigen via RT-PCR, IgM antibody, or IgG antibody tests. Data including gender, age, BMI, underlying disease, clinical characteristics and laboratory findings were collected. Multivariable logistic regression with backward elimination was used to identify a set of prognostic factors.
The prognostic indicators of severe dengue were age < 55 years (OR = 6.13, = 0.054), severe bleeding (bleeding from the gastrointestinal tract, hematemesis, melena, menorrhagia, or hematuria) (OR = 20.75, < 0.001), pleural effusion (OR = 10.23, < 0.001), and platelet ≤ 100,000 (/µL) (OR = 3.62, = 0.035). These predictors were able to accurately estimate the severity of dengue infection with an area under the receiver operating curve (AuROC) of 0.836.
The proposed four prognostic factors can be applied to predict severe dengue infections. These findings may inform the development of a risk scoring system to forecast severe dengue infection, early detection, and appropriate treatment during sickness.
登革热感染是一种传播性媒介传播疾病,与感染相关的最严重死亡病例发生在成年人中。本研究旨在探讨登革热感染严重程度的预后指标。
本研究纳入了15岁以上被诊断为登革热病毒感染的患者。2019年1月至2022年12月期间,从泰国所有地区的9家医院收集数据。通过逆转录聚合酶链反应(RT-PCR)检测NS-1抗原、IgM抗体或IgG抗体检测结果呈阳性来确诊登革热感染。收集的数据包括性别、年龄、体重指数、基础疾病、临床特征和实验室检查结果。采用向后逐步回归的多变量逻辑回归分析来确定一组预后因素。
重症登革热的预后指标为年龄<55岁(比值比[OR]=6.13,P=0.054)、严重出血(胃肠道出血、呕血、黑便、月经过多或血尿)(OR=20.75,P<0.001)、胸腔积液(OR=10.23,P<0.001)和血小板≤100,000/µL(OR=3.62,P=0.035)。这些预测指标能够准确估计登革热感染的严重程度,受试者工作特征曲线下面积(AuROC)为0.836。
所提出的四个预后因素可用于预测重症登革热感染。这些发现可能为开发风险评分系统提供依据,以预测重症登革热感染、早期检测和患病期间的适当治疗。