Agustin Iskandar, Jason Wiliam, Aurelia Bunanta, Christopher Chang, Irene Ratri Dewi
{"title":"Comparison of Hematological and Biochemical Biomarkers for Predicting Dengue Severity in Children.","authors":"Agustin Iskandar, Jason Wiliam, Aurelia Bunanta, Christopher Chang, Irene Ratri Dewi","doi":"10.7883/yoken.JJID.2025.093","DOIUrl":null,"url":null,"abstract":"<p><p>Dengue remains a global health concern, especially in tropical regions like Indonesia. As of July 2024, there were 149,866 reported cases and 844 deaths, with children aged 0-14 years accounting for 63% of fatalities. Dengue presents a wide clinical spectrum, ranging from asymptomatic infection to Severe Dengue. Early detection of Severe Dengue still heavily relies on clinical warning signs, which are often unreliable. This study aimed to identify potential biomarkers to predict Dengue severity in children. An observational study using secondary data from medical records at RSSA Malang (2014-2022) was conducted, involving 304 pediatric patients (161 Severe Dengue, 143 Non-Severe Dengue). Patient characteristics such as gender, age, weight, nutritional status, and hospital stay duration showed no significant correlation with severity. However, significant differences were found in several biomarkers, notably SGOT, SGPT, ΔHb, PT, albumin, platelets, monocytes, and NLR. SGPT (AUC 0.894; OR 24.3) and SGOT (AUC 0.884; OR 16.148) emerged as the most predictive biomarkers. SGPT showed the highest diagnostic performance with 73% sensitivity, 90% specificity, and a cut-off value ≥52 µ/dL, indicating a 24.3-fold increased risk for Severe Dengue. SGPT may serve as a reliable early indicator of severity in pediatric Dengue cases.</p>","PeriodicalId":14608,"journal":{"name":"Japanese journal of infectious diseases","volume":" ","pages":""},"PeriodicalIF":1.1000,"publicationDate":"2026-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Japanese journal of infectious diseases","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.7883/yoken.JJID.2025.093","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"INFECTIOUS DISEASES","Score":null,"Total":0}
引用次数: 0
Abstract
Dengue remains a global health concern, especially in tropical regions like Indonesia. As of July 2024, there were 149,866 reported cases and 844 deaths, with children aged 0-14 years accounting for 63% of fatalities. Dengue presents a wide clinical spectrum, ranging from asymptomatic infection to Severe Dengue. Early detection of Severe Dengue still heavily relies on clinical warning signs, which are often unreliable. This study aimed to identify potential biomarkers to predict Dengue severity in children. An observational study using secondary data from medical records at RSSA Malang (2014-2022) was conducted, involving 304 pediatric patients (161 Severe Dengue, 143 Non-Severe Dengue). Patient characteristics such as gender, age, weight, nutritional status, and hospital stay duration showed no significant correlation with severity. However, significant differences were found in several biomarkers, notably SGOT, SGPT, ΔHb, PT, albumin, platelets, monocytes, and NLR. SGPT (AUC 0.894; OR 24.3) and SGOT (AUC 0.884; OR 16.148) emerged as the most predictive biomarkers. SGPT showed the highest diagnostic performance with 73% sensitivity, 90% specificity, and a cut-off value ≥52 µ/dL, indicating a 24.3-fold increased risk for Severe Dengue. SGPT may serve as a reliable early indicator of severity in pediatric Dengue cases.
登革热仍然是一个全球卫生问题,特别是在印度尼西亚等热带地区。截至2024年7月,共有149,866例报告病例和844例死亡,其中0-14岁儿童占死亡人数的63%。登革热表现出广泛的临床症状,从无症状感染到严重登革热。严重登革热的早期发现仍然严重依赖临床警告信号,而这些信号往往是不可靠的。本研究旨在确定潜在的生物标志物来预测儿童登革热的严重程度。一项观察性研究使用来自马朗RSSA医疗记录的二手数据(2014-2022),涉及304名儿科患者(161名重症登革热患者,143名非重症登革热患者)。患者特征如性别、年龄、体重、营养状况和住院时间与严重程度无显著相关性。然而,在几个生物标志物上发现了显著差异,特别是SGOT、SGPT、ΔHb、PT、白蛋白、血小板、单核细胞和NLR。SGPT (AUC 0.894; OR 24.3)和SGOT (AUC 0.884; OR 16.148)成为最具预测性的生物标志物。SGPT表现出最高的诊断性能,灵敏度为73%,特异性为90%,临界值≥52µ/dL,表明重症登革热的风险增加24.3倍。SGPT可以作为儿童登革热病例严重程度的可靠早期指标。
期刊介绍:
Japanese Journal of Infectious Diseases (JJID), an official bimonthly publication of National Institute of Infectious Diseases, Japan, publishes papers dealing with basic research on infectious diseases relevant to humans in the fields of bacteriology, virology, mycology, parasitology, medical entomology, vaccinology, and toxinology. Pathology, immunology, biochemistry, and blood safety related to microbial pathogens are among the fields covered. Sections include: original papers, short communications, epidemiological reports, methods, laboratory and epidemiology communications, letters to the editor, and reviews.