A multiplex serological assay for quantification of arbovirus antibody kinetics and neutralizing antibodies
Arboviruses such as dengue virus (DENV) and chikungunya virus (CHIKV) pose major global health threats. To support serological surveillance and study cross-reactivity, an in-house multiplex bead-based immunoassay was developed to measure IgG responses against a wide panel of orthoflavivirus and alphavirus antigens. Samples from Senegal, France, the Philippines, and Bangladesh enabled analyses to be carried out in endemic and non-endemic regions. IgG kinetics following DENV1 and CHIKV infections revealed virus-specific temporal profiles and identified antigens, such as CHIKV E2 and VLP, as well as DENV1 EDIII and SNAP-tagged EDIII, as promising markers for serosurveillance. A two-step Random Forest model was used to classify PRNT-positive samples and predict PRNT titers. CHIKV showed a strong correlation between IgG and PRNT titers (R² = 0.71), while DENV1 showed weaker performance (R² = 0.42). These results support the use of multiplex serology for arbovirus surveillance and highlight the limitations of using binding antibodies to predict neutralisation, particularly for orthoflaviviruses.
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Keywords
Antibodies; Chikungunya virus; Antibody response; Chikungunya infection; Dengue virus; serology; Antigens; Flaviviruses| Item Type | Dataset |
|---|---|
| Resource Type |
Resource Type Resource Description Dataset Quantitative |
| Capture method | Experiment: Laboratory, Measurements and tests |
| Date | 23 September 2026 |
| Language(s) of written materials | English |
| Creator(s) |
Garcia, L |
| LSHTM Faculty/Department | Faculty of Infectious and Tropical Diseases > Department of Infection Biology |
| Participating Institutions | London School of Hygiene & Tropical Medicine, London, United Kingdom |
| Date Deposited | 20 Oct 2026 09:23 |
| Last Modified | 20 Oct 2026 10:46 |
| Publisher | PLOS Neglected Tropical Diseases |
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- Collection record - Figshare (Data)
- PLOS Neglected Tropical Diseases paper (Online Data Resource)
- S1 Data record - IgG Antibody responses (Data)
- S1 Data download - IgG Antibody responses (Data)
- S2 Data record - IgA & IgM Antibody responses (Data)
- S2 Data download - IgA & IgM Antibody responses (Data)
- S3 Data record - IgG avidity Antibody responses (Data)
- S3 Data download - IgG avidity Antibody responses (Data)
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- Collection record - Figshare (Data)
- PLOS Neglected Tropical Diseases paper (Online Data Resource)
- S1 Data record - IgG Antibody responses (Data)
- S1 Data download - IgG Antibody responses (Data)
- S2 Data record - IgA & IgM Antibody responses (Data)
- S2 Data download - IgA & IgM Antibody responses (Data)
- S3 Data record - IgG avidity Antibody responses (Data)
- S3 Data download - IgG avidity Antibody responses (Data)