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Usage Information

Early molecular correlates of adverse events following yellow fever vaccination
Candice Y.Y. Chan, Kuan Rong Chan, Camillus J.H. Chua, Sharifah nur Hazirah, Sujoy Ghosh, Eng Eong Ooi, Jenny G. Low
Candice Y.Y. Chan, Kuan Rong Chan, Camillus J.H. Chua, Sharifah nur Hazirah, Sujoy Ghosh, Eng Eong Ooi, Jenny G. Low
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Research Article Infectious disease Vaccines

Early molecular correlates of adverse events following yellow fever vaccination

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Abstract

The innate immune response shapes the development of adaptive immunity following infections and vaccination. However, it can also induce symptoms such as fever and myalgia, leading to the possibility that the molecular basis of immunogenicity and reactogenicity of vaccination are inseparably linked. To test this possibility, we used the yellow fever live-attenuated vaccine (YFLAV) as a model to study the molecular correlates of reactogenicity or adverse events (AEs). We analyzed the outcome of 68 adults who completed a YFLAV clinical trial, of which 43 (63.2%) reported systemic AEs. Through whole-genome profiling of blood collected before and after YFLAV dosing, we observed that activation of innate immune genes at day 1, but not day 3 after vaccination, was directly correlated with AEs. These findings contrast with the gene expression profile at day 3 that we and others have previously shown to be correlated with immunogenicity. We conclude that although the innate immune response is a double-edged sword, its expression that induces AEs is temporally distinct from that which engenders robust immunity. The use of genomic profiling thus provides molecular insights into the biology of AEs that potentially forms a basis for the development of safer vaccines.

Authors

Candice Y.Y. Chan, Kuan Rong Chan, Camillus J.H. Chua, Sharifah nur Hazirah, Sujoy Ghosh, Eng Eong Ooi, Jenny G. Low

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Usage data is cumulative from July 2025 through July 2026.

Usage JCI PMC
Text version 1,700 42
PDF 274 15
Figure 492 2
Table 270 0
Supplemental data 713 2
Citation downloads 245 0
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Total Views 3,755
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Usage information is collected from two different sources: this site (JCI) and Pubmed Central (PMC). JCI information (compiled daily) shows human readership based on methods we employ to screen out robotic usage. PMC information (aggregated monthly) is also similarly screened of robotic usage.

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