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

Authors

  • Alfonso C. Hernandez-Romieu Author
  • Zachary J. Madewell Author
  • Mark Delorey Author
  • Hannah R. Volkman Author
  • Liliana Sanchez-Gonzalez Author
  • Vanessa Rivera-Amill Author
  • Diego Sainz de la Peña Author
  • Jorge Bertrán-Pasarell Author
  • Verónica M. Frasqueri-Quintana Author
  • Jomil Torres Aponte Author
  • Melissa Marzan-Rodríguez Author
  • Aidsa Rivera Author
  • Olga Lorenzi Author
  • Carla P. Espinet-Crespo Author
  • Yashira Maldonado Author
  • Roberta Lugo-Robles Author
  • Gilberto A. Santiago Author
  • Janice Perez-Padilla Author
  • Jorge L. Muñoz-Jordán Author
  • Gabriela Paz-Bailey Author
  • Laura E. Adams Author

Keywords:

Public Health and Epidemiology, Dengue virus, Zika virus, Chikungunya virus, Virus testing, Infectious disease surveillance, COVID 19, Dengue fever, Pathogens

Abstract

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.

Original publication: PLOS Global Public Health (2026-06-12). Source. Source DOI: 10.1371/journal.pgph.0006285.

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Published

2026-06-12

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Section

Research Articles