| Literature DB >> 32703206 |
Lisbeth Hurtado1,2, Alberto Cumbrera3, Chystrie Rigg4, Milixa Perea4, Ana María Santamaría4, Luis Fernando Chaves5, Dianik Moreno6, Luis Romero6, Jose Lasso7, Lorenzo Caceres8, Azael Saldaña2,4, Jose E Calzada9,10.
Abstract
BACKGROUND: The present study provides a countrywide perspective of the malaria situation in Panamá over a long-term framework, with the purpose of identifying historical malaria resurgence events and their potential causes.Entities:
Keywords: Climate; Epidemiology; Malaria elimination; Panamá; Plasmodium
Mesh:
Year: 2020 PMID: 32703206 PMCID: PMC7376851 DOI: 10.1186/s12936-020-03329-y
Source DB: PubMed Journal: Malar J ISSN: 1475-2875 Impact factor: 2.979
Fig. 1Map of the Americas showing location of Panamá and the Mesoamerica sub-region and map of Panamá showing location of provinces and indigenous regions (“Comarcas”)
Fig. 2Evolution of annual malaria cases in Panama (a) from 1884 to 1935 (b) Timeline of reported malaria cases and major events in Panama, 1957–2019
Fig. 3Malaria by Annual Parasitic Index distribution in Panamá between 2000 and 2018 per age group and by gender
Fig. 4Malaria risk map of Panamá based on annual adjusted incidence rate: 2000, 2004, 2010, 2012, 2015 and 2019
Fig. 5Malaria in Panamá by country from which cases were imported between 2000 and 2019
Fig. 6Malaria cases in Panamá and El Niño Southern Oscillation phases from 1957 to 2019, (a) Historical behavior (b) Annual changes. The dotted lines indicate the 2.5 and 97.5 quantiles of the changes distribution
Akaike information criterion for negative binomial models explaining the number of malaria cases through different time segments
| No. segments | Segments | AIC |
|---|---|---|
| 5 | 1957–1968,1969–1970,1971–2002,2003–2005,2006–2018 | 988.3 |
| 4 | 1957–1970,1971–2002,2003–2005,2006–2018 | 986.5 |
| 4 | 1957–1968,1969–2002,2003–2005,2006–2018 | 1021.8 |
| 4 | 1957–1968,1969–1970,1971–2005,2006–2018 | 1028.3 |
| 4 | 1957–1968,1969–1970,1971–2002,2003–2018 | 1017.5 |
| 3 | 1957–2002,2003–2005,2006–2018 | 1055.0 |
| 3 | 1957–1970,1971–2005,2006–2018 | 1027.0 |
| 3 | 1957–1970,1971–2002,2003–2018 | 1015.7 |
| 1 | 1957–2018 | 1063.1 |
Parameter estimates for the best negative binomial model explaining the number of malaria cases as function of the transmission time segment and ENSO phase
| Parameter | Case number change | Estimate | Std. error | Pr( >|z|) | |
|---|---|---|---|---|---|
| ENSO-Normal 1957–1970 | 3364.38 | 8.12 | 0.15 | 54.15 | < 2e−16* |
| 1971–2001 | 0.17 | − 1.77 | 0.16 | − 10.77 | < 2e−16* |
| 2002–2005 | 1.17 | 0.16 | 0.32 | 0.50 | 0.62 |
| 2006–2018 | 0.21 | − 1.58 | 0.19 | − 8.32 | < 2e−16* |
| ENSO-Cold | 1.37 | 0.31 | 0.17 | 1.89 | 0.059 |
| ENSO-Hot | 1.38 | 0.32 | 0.15 | 2.19 | 0.028* |
| Overdispersion | 3.98 | 0.68 | – | – | – |
*Statistically significant (P < 0.05)