1 research outputs found
Antibody Profiling of Dengue Severities Using Flavivirus Protein Microarrays
Dengue is a viral disease transmitted by Aedes aegypti mosquitoes. According
to the World Health Organization, about half of the world’s
population is at risk of dengue. There are four serotypes of the dengue
virus. After infection with one serotype, it will be immune to such
a serotype. However, subsequent infection with other serotypes will
increase the risk of severe outcomes, e.g., dengue hemorrhagic fever,
dengue shock syndrome, and even death. Since severe dengue is challenging
to predict and lacks molecular markers, we aim to build a multiplexed
Flavivirus protein microarray (Flaviarray) that includes all of the
common Flaviviruses to profile the humoral immunity and cross-reactivity
in the dengue patients with different outcomes. The Flaviarrays we
fabricated contained 17 Flavivirus antigens with high reproducibility
(R-square = 0.96) and low detection limits (172–214
pg). We collected serums from healthy subjects (n = 36) and dengue patients within 7 days after symptom onset (mild
dengue (n = 21), hospitalized nonsevere dengue (n = 29), and severe dengue (n = 36)). After
profiling the serum antibodies using Flaviarrays, we found that patients
with severe dengue showed higher IgG levels against multiple Flavivirus
antigens. With logistic regression, we found groups of markers with
high performance in distinguishing dengue patients from healthy controls
as well as hospitalized from mild cases (AUC > 0.9). We further
reported
some single markers that were suitable to separate dengue patients
from healthy controls (AUC > 0.9) and hospitalized from mild outcomes
(AUC > 0.8). Together, Flaviarray is a valuable tool to profile
antibody
specificities, uncover novel markers for decision-making, and shed
some light on early preventions and treatments