title: The periodicity of Plasmodium vivax and Plasmodium falciparum in Venezuela.
abstract: We investigated the periodicity of Plasmodium vivax and P. falciparum incidence in time-series of malaria data (1990-2010) from three endemic regions in Venezuela. In particular, we determined whether disease epidemics were related to local climate variability and regional climate anomalies such as the El Niño Southern Oscillation (ENSO). Malaria periodicity was found to exhibit unique features in each studied region. Significant multi-annual cycles of 2- to about 6-year periods were identified. The inter-annual variability of malaria cases was coherent with that of SSTs (ENSO), mainly at temporal scales within the 3-6 year periods. Additionally, malaria cases were intensified approximately 1 year after an El Niño event, a pattern that highlights the role of climate inter-annual variability in the epidemic patterns. Rainfall mediated the effect of ENSO on malaria locally. Particularly, rains from the last phase of the season had a critical role in the temporal dynamics of Plasmodium. The malaria-climate relationship was complex and transient, varying in strength with the region and species. By identifying temporal cycles of malaria we have made a first step in predicting high-risk years in Venezuela. Our findings emphasize the importance of analyzing high-resolution spatial-temporal data to better understand malaria transmission dynamics.
authors.affiliation: Laboratorio de Biología de Vectores y Parásitos, Instituto de Zoología y Ecología Tropical, Facultad de Ciencias, Universidad Central de Venezuela, Apartado Postal 47072, Caracas 1041-A, Venezuela. Electronic address: maria.grillet@ciens.ucv.ve.
authors.forename: María-Eugenia
authors.initials: ME
authors.lastname: Grillet
authors.forename: Mayida
authors.initials: M
authors.lastname: El Souki
authors.forename: Francisco
authors.initials: F
authors.lastname: Laguna
authors.forename: José Rafael
authors.initials: JR
authors.lastname: León
mesh_terms: D002980:Climate; D006801:Humans; D015994:Incidence; D016778:Malaria, Falciparum / Q000453:epidemiology*; D016780:Malaria, Vivax / Q000453:epidemiology*; D010507:Periodicity; D014687:Venezuela / Q000453:epidemiology
keywords: ENSO; Malaria epidemiology; Plasmodium dynamics; Rainfall; Venezuela; Wavelet analyses