Serological Evidence of Widespread Zika Transmission across the Philippines
Joseph R. Biggs,
Ava Kristy Sy,
Oliver J. Brady,
Adam J. Kucharski,
Sebastian Funk,
Yun-Hung Tu,
Mary Anne Joy Reyes,
Mary Ann Quinones,
William Jones-Warner,
James Ashall,
Ferchito L. Avelino,
Nemia L. Sucaldito,
Amado O. Tandoc,
Eva Cutiongco-de la Paz,
Maria Rosario Z. Capeding,
Carmencita D. Padilla,
Martin L. Hibberd,
Julius Clemence R. Hafalla
Affiliations
Joseph R. Biggs
Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London WC1E 7HT, UK
Ava Kristy Sy
Department of Virology, Research Institute for Tropical Medicine, Manila 1781, Philippines
Oliver J. Brady
Department of Infectious Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London WC1E 7HT, UK
Adam J. Kucharski
Department of Infectious Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London WC1E 7HT, UK
Sebastian Funk
Department of Infectious Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London WC1E 7HT, UK
Yun-Hung Tu
Department of Molecular Parasitology and Tropical Diseases, Graduate Institute of Medical Sciences, Taipei Medical University, Taipei 11031, Taiwan
Mary Anne Joy Reyes
Department of Virology, Research Institute for Tropical Medicine, Manila 1781, Philippines
Mary Ann Quinones
Department of Virology, Research Institute for Tropical Medicine, Manila 1781, Philippines
William Jones-Warner
Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London WC1E 7HT, UK
James Ashall
Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London WC1E 7HT, UK
Ferchito L. Avelino
Department of Health, Philippine Epidemiology Bureau, Manila 1003, Philippines
Nemia L. Sucaldito
Department of Health, Philippine Epidemiology Bureau, Manila 1003, Philippines
Amado O. Tandoc
Department of Virology, Research Institute for Tropical Medicine, Manila 1781, Philippines
Eva Cutiongco-de la Paz
Institute of Human Genetics, University of the Philippines, Manila 1000, Philippines
Maria Rosario Z. Capeding
Dengue Study Group, Research Institute for Tropical Medicine, Manila 1781, Philippines
Carmencita D. Padilla
Institute of Human Genetics, University of the Philippines, Manila 1000, Philippines
Martin L. Hibberd
Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London WC1E 7HT, UK
Julius Clemence R. Hafalla
Department of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London WC1E 7HT, UK
Zika virus (ZIKV) exposure across flavivirus-endemic countries, including the Philippines, remains largely unknown despite sporadic case reporting and environmental suitability for transmission. Using laboratory surveillance data from 2016, 997 serum samples were randomly selected from suspected dengue (DENV) case reports across the Philippines and assayed for serological markers of short-term (IgM) and long-term (IgG) ZIKV exposure. Using mixture models, we re-evaluated ZIKV IgM/G seroprevalence thresholds and used catalytic models to quantify the force of infection (attack rate, AR) from age-accumulated ZIKV exposure. While we observed extensive ZIKV/DENV IgG cross-reactivity, not all individuals with active DENV presented with elevated ZIKV IgG, and a proportion of dengue-negative cases (DENV IgG-) were ZIKV IgG-positive (14.3%, 9/63). We identified evidence of long-term, yet not short-term, ZIKV exposure across Philippine regions (ZIKV IgG+: 31.5%, 314/997) which was geographically uncorrelated with DENV exposure. In contrast to the DENV AR (12.7% (95%CI: 9.1–17.4%)), the ZIKV AR was lower (5.7% (95%CI: 3–11%)) across the country. Our results provide evidence of widespread ZIKV exposure across the Philippines and suggest the need for studies to identify ZIKV infection risk factors over time to better prepare for potential future outbreaks.