Perturbed pediatric serum metabolome in mild and severe dengue disease
Paul S. SomaiD, Rebekah C. GullbergiD, Barbara GrahamiD, M. Nurul IslamiD, Ángel BalmasedaiD, Carol D. BlairiD, Barry J. BeatyiD, John T. BelisleiD, Eva HarrisiD, Rushika M. PereraiD
Abstract
Dengue viruses (DENVs) are the most prevalent arboviruses affecting humans. Four billion people are at risk of infection and this burden is rapidly increasing due to geographic expansion of the mosquito vector. Infection with any of the four serotypes of DENV can result in a self-limiting disease but debilitating febrile illness (DF), and some infections progress to severe disease with manifestations such as hemorrhage and shock. DENV infection drives the metabolic state of host cells for viral benefit and induces a host-immune response that has metabolic implications that link to disease. In this study, a dynamic metabolic response to DENV infection and disease was measured in 535 pediatric patient sera using liquid chromatography-mass spectrometry. The metabolome was interrogated to discover biochemical pathways and identify key metabolites perturbed in severe dengue disease. A biomarker panel of thirty-two perturbed metabolites was utilized to classify DF, and severe dengue hemorrhagic fever (DHF) and dengue shock syndrome (DSS) with high sensitivity and specificity equating to a balanced accuracy of 96.9%. Some metabolites that were structurally confirmed here belong to important biochemical pathways of omega-3 and omega-6 fatty acids, sphingolipids, purines, and tryptophan metabolism. A previously reported trend between serotonin and platelets in DHF patients has been expanded upon here to reveal a major depletion of serotonin, but not platelets, in DSS patients. This study differentiated and classified DF and DHF/DSS using a serum metabolic biomarker panel based on perturbed biochemical pathways that have potential implications for severe dengue disease. One sentence summary: Metabolic biomarkers distinguish dengue hemorrhagic fever and dengue shock syndrome from dengue fever and lend insight to severe disease pathology
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 0
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Metabolite profiles distinguish exposure to Dengue and Zika flaviviruses in human induced pluripotent stem cells (hiPSCs)
Tahira Fatima, Khyati Y. Mehta, … Sandip De·bioRxiv·Feb 2, 2026
- Plasma levels of Ceramides and their association with Hematocrit and Thrombocytopenia in Severe and Non-severe dengue
Aashika Raagavi JeanPierre, Vignesh Mariappan, … Agieshkumar Balakrishna Pillai·bioRxiv·Jun 22, 2022
- Integrated Clinical and Proteomic Precision Subgrouping for Severe Dengue Endotype Signature
Trupti Satish Kadni, Anoop T. Ambikan, … Ujjwal Neogi·bioRxiv·Aug 19, 2026
- Complete assembly of a dengue virus type 3 genome from a recent genotype III clade by metagenomic sequencing of serum
C. Pattabiraman, M. Dias, … S. Krishna·Wellcome Open ResearchPeer-reviewed·Apr 23, 2018
- Virus-inclusive single cell RNA sequencing reveals molecular signature predictive of progression to severe dengue infection
F. Zanini, M. Robinson, … S. Einav·bioRxiv·Aug 9, 2018
- Expression of nitric oxide synthase and nitric oxide levels in peripheral blood cells and oxidized low-density lipoprotein levels in saliva as early markers of severe dengue
Harsha Hapugaswatta, Ruwani L. Wimalasekara, … Nimanthi Jayathilaka·BioMed Research InternationalPeer-reviewed·Jan 1, 2021