Utility of sentinel surveillance as an early warning system for emerging pathogens in a low-resource setting: Correlations of dengue, chikungunya, Zika, and COVID-19 trends between sentinel and passive surveillance systems in Puerto Rico, 2012–2023
The representativeness and timeliness of sentinel surveillance for endemic and emerging arboviral and respiratory diseases in low-resource settings are understudied. We compared laboratory-confirmed epidemic dengue, non-epidemic dengue, Zika, chikungunya, and COVID-19 (pre-Omicron and Omicron periods) cases reported in Puerto Rico's Sentinel Enhanced Dengue Surveillance System (SEDSS) with island-wide trends reported by the Department of Health's passive disease surveillance system (PADSS). We plotted trends over time to assess representativeness and used lagged cross-correlations to determine whether SEDSS reporting preceded PADSS. SEDSS trends were representative of island-wide trends for all pathogens. SEDSS preceded reporting in PADSS by up to three, eight, and two weeks for epidemic dengue, Zika, and pre-Omicron COVID-19, respectively. Increasing case trends for chikungunya occurred at broadly similar times in both systems, while temporal concordance was lower for non-epidemic dengue. In Puerto Rico, sentinel surveillance was representative of island-wide trends and could provide early warning for dengue epidemics and emerging diseases, such as Zika and COVID-19.
Authors
- Gilberto A. Santiago (ORCID: https://orcid.org/0000-0002-8864-9503)
- Roberta Lugo-Robles (ORCID: https://orcid.org/0000-0001-8918-2338)
- Hannah R. Volkman (ORCID: https://orcid.org/0000-0001-7274-9641)
- Gabriela Paz‐Bailey (ORCID: https://orcid.org/0000-0001-8478-4911)
- Carla P. Espinet-Crespo
- Vanessa Rivera‐Amill (ORCID: https://orcid.org/0000-0003-4810-0871)
- Jomil Torres Aponte
- Zachary J. Madewell (ORCID: https://orcid.org/0000-0002-5667-9660)
- Verónica M. Frasqueri-Quintana (ORCID: https://orcid.org/0000-0002-9566-1404)
- Aidsa Rivera (ORCID: https://orcid.org/0000-0002-4548-5844)
- Liliana Sánchez‐González (ORCID: https://orcid.org/0000-0001-8289-8587)
- Alfonso C. Hernandez‐Romieu (ORCID: https://orcid.org/0000-0003-3653-607X)
- Diego Sainz de la Peña
- Yashira Maldonado (ORCID: https://orcid.org/0000-0002-6958-250X)
- Mark Delorey
- Jorge L. Muñoz-Jordán
- Olga Lorenzi
- Melissa Marzan-Rodríguez
- Laura E. Adams
- Janice Perez-Padilla
- Jorge Bertrán-Pasarell
Institutions
- Centers for Disease Control and Prevention (US)
- Ponce Health Sciences University (PR)
- Puerto Rico Department of Health (PR)
- Auxilio Mutuo Hospital (PR)
Publication Details
- Journal
- PLOS Global Public Health
- Published
- 2026-06-12
- DOI
- https://doi.org/10.1371/journal.pgph.0006285
- Primary Topic
- Mosquito-borne diseases and control
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Centers for Disease Control and Prevention