Mariappan et al. [23] used a support vector machine-based classification model to understand how certain biomarkers can contribute to the prediction of dengue severity using clinical data, mRNA levels, and soluble endoglin (ENG) and syndecan 1 (SDC-1) proteins. This evidence concerns the gene SDC1 and dengue disease.