New highland distribution records of multiple Anopheles species in the Ecuadorian Andes
© Pinault and Hunter; licensee BioMed Central Ltd. 2011
Received: 28 March 2011
Accepted: 11 August 2011
Published: 11 August 2011
Several recent climate change reviews have stressed the possibility of some malaria vectors occupying regions of higher altitudes than previously recorded. Indeed, highland malaria has been observed in several African nations, possibly attributable to changes in land use, vector control and local climate. This study attempts to expand the current knowledge of the distribution of common Anopheles species in Ecuador, with particular attention to highland regions (> 500 m) of the Andes.
Extensive field collections of larvae were undertaken in 2008, 2009 and 2010 throughout all regions of Ecuador (except the lower-altitude Amazonian plain) and compared to historical distribution maps reproduced from the 1940s. Larvae were identified using both a morphological key and sequencing of the 800 bp region of the CO1 mitochondrial gene. In addition, spatial statistics (Getis-Ord Hotspot Analysis: Gi*) were used to determine high and low-density clusters of each species in Ecuador.
Distributions have been updated for five species of Anopheles in Ecuador: Anopheles albimanus, Anopheles pseudopunctipennis, Anopheles punctimacula, Anopheles eiseni and Anopheles oswaldoi s.l.. Historical maps indicate that An. pseudopunctipennis used to be widespread in highland Andean valleys, while other species were completely restricted to lowland areas. By comparison, updated maps for the other four collected species show higher maximum elevations and/or more widespread distributions in highland regions than previously recorded. Gi* analysis determined some highland hot spots for An. albimanus, but only cold spots for all other species.
This study documents the establishment of multiple anopheline species in high altitude regions of Ecuador, often in areas where malaria eradication programs are not focused.
Recently, there has been growing concern over the shifting distribution of malaria vectors due to land use alteration, changes to vector control measures, insecticide resistance, malaria treatment resistance, as well as local climate change [1–8]. Many reviews have discussed the hypothetical effects of climate change on insect-borne diseases, and some of these have stated the concern that malaria might be able to move into higher altitudes in the Andes, potentially affecting large cities such as Quito (2,800 m) [8–11]. Already, high-altitude malaria transmission has been recorded in a town in Bolivia at 2,300 m, vectored by Anopheles pseudopunctipennis . However, the effects of climate change, such as rainfall, have only been weakly associated with cases of highland malaria [13, 14], while land use alteration, changes to vector control programs and drug resistance have been more powerful drivers of highland malaria in African countries such as Kenya, Uganda, Tanzania, Madagascar, and Rwanda [1–7, 15].
The resurgence of anopheline vectors in highland regions underlines the importance of studies that determine the distribution of Anopheles species in highland areas. The purpose of this paper is to identify the extent of previously lowland-restricted malaria vectors within highland regions of the Andes and to update distribution maps of the most common Anopheles species in Ecuador. These maps will identify highland areas, as well as low-altitude areas where Anopheles were recently collected, and thereby provide valuable data for malaria control in the country. Although other anopheline species have been reported in Ecuador [16, 17], only five species were collected during the three years of intensive field work: Anopheles albimanus, An. pseudopunctipennis, Anopheles punctimacula, Anopheles eiseni and Anopheles oswaldoi s.l.. All five species are also found in other countries in Central and South America [18–20].
Anopheles albimanus has been considered a low-altitude (< 500 m) species that is believed to have become more abundant through the irrigation of low-lying areas . Although there is one historical, anecdotal record of An. albimanus transmitting malaria at 1,800 m in southern Ecuador in the 1940s, the species has otherwise been considered an exclusively lowland species . Currently, it is the primary malaria vector on the coast of Mexico and Belize [19, 22–24]. Anopheles albimanus is distributed across the northern and Pacific coasts of Colombia [25–29] and Peru [30, 31]. Historically (during the 1940s), An. albimanus was found as far north as Texas and Florida, USA  and throughout Central America, where it was collected in one locality at 1,000 m altitude [33–36]. It also was a main vector in Cuba and the West Indies , and was collected in South America along the northern Pacific coast, especially in the area surrounding Guayaquil, Ecuador [16, 21]. Anopheles albimanus is not currently considered a species complex although there is some genetic variation among distinct populations from Pleistocene geographic fragmentation, even within Colombia (between the Caribbean and Pacific coasts) and Panama (between eastern and western populations) [26, 29, 38, 39]. Further studies are required to determine if internal transcribed spacer 2 sequences from Central America provide evidence of rare cryptic species .
Anopheles pseudopunctipennis has historically been incriminated as the primary and often only malaria vector in highland Andean and Mexican valleys [21, 34, 40, 41]. In the late 1940s, Levi-Castillo  documented the mosquito control efforts against An. pseudopunctipennis in highland regions near Quito, Ecuador. Since then, An. pseudopunctipennis has been documented as a coastal and also piedmont vector that is usually found up to 1,500 m in altitude . Recently, An. pseudopunctipennis has been documented at extremely high altitudes (up to 2,800 m) in Bolivia [12, 42]. Along with An. albimanus, An. pseudopunctipennis is one of the main vectors in the southern USA , in the foothills of Mexico , throughout Panama , and is also a main vector across Central America [22, 43], western South America, Trinidad and Tobago, Haiti and other Caribbean islands . When the population structure is examined across its distribution, An. pseudopunctipennis is a group of two sibling species with the greatest genetic differences being between the Central and South American populations [45, 46].
Anopheles punctimacula is considered a possible secondary malaria vector along the coast of northern South America into Bolivia [18, 30, 44, 47]. It was collected in the 1940s on the coast of Peru .
Anopheles eiseni was historically distributed across much of South and Central America, northward to southern Mexico [33–35, 37], as well as in Pará, Brazil . It is currently reported from Amazonian Brazil , Bolivia  and Central America .
Anopheles oswaldoi is an important malaria vector and species complex in the Peruvian, Colombian and Brazilian Amazon, where it often co-occurs with Anopheles darlingi [19, 30, 51–53], as well as occurring north into Panama . Genetically, An. oswaldoi s.l. does not differ substantially among the northern parts of the Amazon, including Colombia, Venezuela and northern Brazil, although An. oswaldoi has been reported to be a species complex over the larger extent of its overall distribution . Historically, An. oswaldoi has been collected in Panama, Trinidad and Costa Rica .
This paper outlines current distributions for the five most frequently collected species of Anopheles in Ecuador. For all species except An. eiseni, Getis-Ord Hotspot Analysis  was conducted to determine clusters of high and low-density larval populations. Additionally, to place the species distributions in an historical context (when highland malaria was last widespread in Ecuador), current distributions are compared to maps adapted from those compiled by Levi-Castillo  and Montalvan .
Large intact Anopheles larvae were identified using the morphology-based key of Gorham et al  supplemented with the description of Anopheles trinkae in Faran . To confirm the morphological identifications of large, damaged larvae and small larvae too difficult to identify, a small (800 bp) region of the cytochrome oxidase 1 (CO1) gene was sequenced using the following procedure, and compared the sequences to those of easily identifiable large, intact larvae.
Larval bodies were ground with a small pestle in Lysis C solution and DNA was eluted into 30 μL elution buffer, using the GeneElute TM Mammalian Genomic DNA Miniprep Kit (Sigma-Aldrich). Primers for the CO1 800 bp region were C1-J-2195 (F) and UEA (R) [57, 58]. The PCR reaction mixture was composed of: 2.3 μL buffer, 1.3 μL × 50 mM MgSO4, 0.25 μL × 10 μmol F and R primers, 0.3 μL DNTPs, and 0.3 μL Taq Polymerase, and was run with 5.0 μL DNA extraction mixture. The PCR ran for 30 cycles for 2.5 minutes at 95°C, 45 seconds at 51°C, 1 minute at 72°C, and a final cycle of 10 minutes at 72°C. Degraded DNA was run for 40 cycles of the same regime.
PCR products were sent for sequencing at Genome Quebec, McGill University and aligned after trimming in ClustalW (European Bioinformatics Research Institute 2010). Consensus sequences for each species were determined from five larvae that were easily identified morphologically and provided high-quality sequences for comparison with unidentifiable larvae. Sequence consensuses were 97-100% within species and 84-90% among species, except for very low-quality sequences. In these cases, a positive match for the same species was approximately 10% greater than among species. Consensus sequences have been submitted to GenBank (accession numbers JN412826-JN412843). All specimens not destroyed for molecular work were deposited in the Ecuadorian National Insect Collection at the Pontificía Universidad Católica del Ecuador (PUCE) in 2009 and 2010.
All distribution maps were made using ArcGIS v9.3 software (ESRI 2009). The background layer used for all maps is the ESRI World Terrain Base . For the current collection data, density (number of larvae per 30 dips) is indicated on the maps by different sizes of map points. For each species' current distribution, Getis-Ord Hot Spot Analysis (Gi*)  was conducted using larval density as the weighting factor. Significant hot spots and cold spots (high and low-density clusters of larval populations) are indicated in each distribution map. Historical collection data for four of the species were adapted from hand-drawn maps by Levi-Castillo  and Montalvan , by using the original town square in the city names when provided, or by using rivers and landmarks in the original maps to determine approximate coordinates in GoogleEarth (Google 2008).
Anopheles pseudopunctipennis larvae were most common along the highway linking El Triunfo, Guayas Province, to Alausí, Chimborazo Province, up to a maximum altitude of 1,558 m, as well as the road linking Quevedo, Los Rios Province, to Pilaló, Cotopaxi Province, to a maximum altitude of 858 m (Figure 3; Additional file 1 Table S1). Other high-altitude localities include the Mira River valley, Imbabura Province (1,273 m), San Antonio, Bolívar Province (1,321 m), Unión del Toachi, Pichincha Province (835 m), Santa Isabel, Azuay Province (1,353 m) and Chilchil, Cañar Province (1,930 m) (Figure 3, Additional file 1 Table S1). Anopheles pseudopunctipennis larvae were collected in a few localities on the coastal plain of Ecuador, but the vast majority were collected in the lower parts of the Andes on the coastal side (Figure 3). Hot spot analysis did not identify any hot spots, but 23 significant cold spots (low-density clusters) were identified in the northern coastal region, with groups of these in the regions of Alluriquin, Pichincha Province, and La Maná, Cotopaxi Province (Figure 7b). Historical maps show that An. pseudopunctipennis was widespread in almost all coastal regions, as well as in highland areas, particularly in the south (Loja Province) and in the northern valleys surrounding Quito, Pichincha Province, and Ibarra, Imbabura Province (Figure 8b).
Anopheles punctimacula larvae were collected predominantly in the coastal-side foothills of the Andes within an approximate elevation range of 147-1,300 m, although they were also collected in a few localities on the coast (Figure 4). The species was often collected in areas near Mindo, Pichincha Province (1,105-1,312 m), but was also collected in Mira valley, Imbabura Province (1,234 m) and in a high-altitude site near Sibambe, Chimborazo Province (1,906 m) (Figure 4; Additional file 1 Table S1). No hot spots were identified in the Gi* analysis, although 19 cold spots were identified spread across most of An. punctimacula's Ecuadorian distribution (Figure 7c). Interestingly, historical distributions of An. punctimacula place the species in four localities: three on the coast proper, and one on the coastal plain (Figure 8c).
Anopheles eiseni was collected at three high-altitude sites (1,206-1,873 m) on the coastal side of the Andes (Figure 5; Additional file 1 Table S1). Gi* Analysis was not possible due to the small number of localities. Interestingly, historical distributions place An. eiseni in one locality only (Figure 8d), very close to the current collection site near Tingo, Cotopaxi Province (Figure 5).
Anopheles oswaldoi s.l. was the only species collected on the Amazonian side of the mountains at altitudes greater than 416 m (Figure 6; Additional file 1 Table S1). The lower-altitude Amazonian plain was excluded from our study since these areas were not road-accessible and were also beyond the scope of this study (i.e., highland focus). Two higher-altitude localities were recorded for this species: Mera, Pastaza Province (1,233 m), and Río Verde, Tungurahua Province (1,230 m) (Figure 6; Additional file 1 Table S1). The species was abundant in areas surrounding Tena and Archidona, Napo Province, and Puyo, Pastaza Province, and was collected once in Zamora, Zamora-Chinchipe Province (Figure 6; Additional file 1 Table S1). Gi* analysis did not identify any hot spots for An. oswaldoi s.l., although 20 cold spots were identified in areas surrounding Tena, Napo Province and Puyo, Pastaza Province (Figure 7d). There are no historical records available for An. oswaldoi s.l.
Historically, An. pseudopunctipennis was abundant and widespread in highland areas, while An. albimanus and An. punctimacula were considered species generally restricted to lowland areas (< 500 m) on the coast [16, 21]. It is clear from the maximum altitudes recorded for each of these species, as well as for An. oswaldoi s.l. and An. eiseni, that all five of the most common species of Anopheles are now residing in highland regions of the Ecuadorian Andes. Although no species on the coastal side was collected at altitudes exceeding 2,000 m, only a small change in environmental conditions at higher altitudes may be required for species to move into highland valleys (2,100-2,400 m) if suitable habitat is present. Anopheles pseudopunctipennis is physiologically able to survive at these altitudes, since it existed in highland valleys during the 1940s [16, 21] and recently has been reported at these altitudes in Bolivia [12, 42]. From the 1940s maps of An. pseudopunctipennis [16, 21], and from recent reports in Bolivia [12, 42], it must be at least physiologically possible for this species. Interestingly, no An. pseudopunctipennis larvae were observed in extremely high altitudes, as in Bolivia (2,000 - 2,800 m) , likely due to a combination of different land use, topography, and microclimate in highland Ecuador.
Lacking proper data sets, it is difficult to know whether An. pseudopunctipennis have occupied highland regions continuously since the 1940s. Levi-Castillo  documents the successful elimination of An. pseudopunctipennis from highland valleys near Quito through the use of powerful chemical insecticides and habitat elimination, and anecdotal evidence suggests that the species has not been widely present since then. However, it is possible that very small, undetected populations of this species have remained in highland regions since that time, as is believed to be the case for Anopheles gambiae in Tanzania .
As opposed to the study by Balls et al  in Tanzania, where steep topography limited available An. gambiae and Anopheles funestus larval habitat in highland regions [61, 62], many suitable habitats are available in the Ecuadorian highlands: alongside roads, rivers and irrigation ditches. Although the amount of habitat available to mosquitoes is probably much less in steep areas, the habitat in highland regions is obviously sufficient to allow species to become established.
Hot spots and cold spots both indicate clusters of larval populations, and both are therefore important to identify foci of potential malaria transmission. Particularly troubling are the hot spots for An. albimanus in the region between Puerto Quito, Pichincha Province, and Santo Domingo, Santo Domingo de los Tsáchiles Province, where cases of malaria caused by both Plasmodium vivax and Plasmodium falciparum still occur [unpublished data, Ministerio de Salud Pública, Government of Ecuador]. Most low and moderate-elevation regions of Ecuador are affected by clusters of at least one species of Anopheles, which indicates that potential malaria vectors have already become established in many regions that have been previously considered completely malaria-free. As well, favourable climatic conditions one year could easily cause low larval densities (cold spots) to increase in population size and become hot spots, potentially leading to malaria outbreaks.
The establishment of various Anopheles mosquito species in highland regions highlights the importance of awareness by decision-makers and the general population. Those involved in malaria control in Ecuador will need to begin to consider higher-altitude regions (i.e., 1,000-2,000 m) as potential regions of malaria transmission by multiple vectors and to monitor suspicious illness accordingly. Further studies are necessary to determine the exact nature of the highland Anopheles larval habitat and the extent to which these species might further establish themselves in even higher-altitude regions in the future.
Although An. pseudopunctipennis has been historically incriminated as the only widespread malaria vector in highland regions of the Ecuadorian Andes, present collections indicate that the distributions of An. albimanus, An. punctimacula and An. oswaldoi s.l. are encroaching into higher altitude regions, in some cases reaching higher maximum altitudes (1,541 m, 1,906 m, and 1,230 m, respectively). For all species, larvae were collected in highland regions in multiple localities within Ecuador. The establishment of multiple malaria vectors in the Ecuadorian highlands will add a greater degree of complexity to the prevention and/or eradication of malaria in highland regions.
The authors wish to express deep gratitude to Santiago Caizapanta and Julio Rivera for their tireless field assistance and to Aynsley Thielman, Alina Cywinska and Jess Vickruck for laboratory assistance. As well, we wish to thank Dr. Clifford Keil (Pontificía Universidad Católica de Ecuador), Dr. Renato León (Universidad San Francisco de Quito), Francisco Morales, M.D., and Leonardo Ortega for their collaboration with the project in Ecuador, as well as Donnie Aedy, Daniel Antwi-Amoabeng, and Drs. Jean Richardson, Glenn Tattersall, John Middleton and two anonymous reviewers for their helpful comments and feedback. This study operated under the following permits from the government of Ecuador: N°017-08 IC-FAU-DNBAPVS/MA; N00026/DRF-G-LR-EO-SE-B-MA; N°02-2009-IC-FAU-DPAC/MA; N°003 RM-DPM-MA; N°16-2009-IC-FAU-DPAP/MA; N°016-IC-FAU/FLO-DPN/MA; N°031-FAU-DPE-MA, as well as appropriate export permits, as required. Funding was generously provided by NSERC to FFH, an NSERC doctoral award to LLP, and an International Development Research Council (IDRC) doctoral award to LLP. The IDRC also provided helpful comments to LLP during the planning phase of the study.
- Patz JA, Campbell-Lendrum D, Holloway T, Foley JA: Impact of regional climate change on human health. Nature. 2005, 438: 310-317. 10.1038/nature04188.View ArticlePubMed
- Minakawa N, Omukunda E, Zhou G, Githeko A, Yan G: Malaria vector productivity in relation to the highland environment in Kenya. Am J Trop Med Hyg. 2006, 75: 448-453.PubMed
- Mouchet J, Manguin S, Sircoulon J, Laventure S, Faye O, Onapa AW, Carnevale P, Julvez J, Fonteneille D: Evolution of malaria in Africa for the past 40 years: Impact of climatic and human factors. J Am Mosquito Contr. 1998, 14: 121-130.
- Reiter P: Climate change and mosquito-borne disease. Environ Health Persp. 2001, 109: 141-161.View Article
- Zell R: Global climate change and the emergence/re-emergence of infectious diseases. Int J Med Microbiol. 2004, 293: 16-26.PubMed
- Lindsay SW, Martens WJ: Malaria in the African highlands: past, present and future. Bull World Health Organ. 1998, 76: 33-45.PubMed CentralPubMed
- Afrane YA, Zhou G, Lawson BW, Githeko AK, Yan G: Effects of microclimatic changes caused by deforestation on the survivorship and reproductive fitness of Anopheles gambiae in Western Kenya highlands. Am J Trop Med Hyg. 2006, 74: 772-778.PubMed
- Moreno AR: Climate change and human health in Latin America: drivers, effects, and policies. Reg Environ Change. 2006, 6: 157-164. 10.1007/s10113-006-0015-z.View Article
- Shope R: Global climate change and infectious diseases. Environ Health Persp. 1991, 96: 171-174.View Article
- Epstein PR, Diaz HF, Elias S, Grabherr G, Graham NE, Martens WJM, Mosley-Thompson E, Susskind J: Biological and physical signs of climate change: Focus on mosquito-borne diseases. Bull Am Meteorol Soc. 1998, 79: 409-417. 10.1175/1520-0477(1998)079<0409:BAPSOC>2.0.CO;2.View Article
- Martens WJ, Niessen LW, Rotmans J, Jetten TH, McMichael AJ: Potential impact of global climate change on malaria risk. Environ Health Persp. 1995, 103: 458-464. 10.1289/ehp.95103458.View Article
- Rutar T, Baldomar-Salgueiro EJ, Maguire JH: Introduced Plasmodium vivax malaria in a Bolivian community at an elevation of 2,300 meters. Am J Trop Med Hyg. 2004, 70: 15-19.PubMed
- Lindblade KA, Walker ED, Onapa AW, Katungu J, Wilson ML: Highland malaria in Uganda: prospective analysis of an epidemic associated with El Niño. Trans R Soc Trop Med Hyg. 1999, 93: 480-487. 10.1016/S0035-9203(99)90344-9.View ArticlePubMed
- Loevinsohn ME: Climatic warming and increased malaria incidence in Rwanda. Lancet. 1994, 343: 714-718. 10.1016/S0140-6736(94)91586-5.View ArticlePubMed
- Hay SI, Rogers DJ, Randolph SE, Stern SI, Cox J, Shanks D, Snow RW: Hot topic or hot air? Climate change and malaria resurgence in East African highlands. Trends Parasitol. 2002, 18: 530-534. 10.1016/S1471-4922(02)02374-7.PubMed CentralView ArticlePubMed
- Levi-Castillo R: Los anophelinos de la Republica del Ecuador. Tomo Primero. 1945, Guayaquil, Artes Graficas Senliebeder C.A. Ltda
- Gorham JR, Stojanovich CJ, Scott HG: Illustrated key to the anopheline mosquitoes of western South America. Mosq Syst. 1973, 5: 97-155.
- Rubio-Palis Y, Zimmerman RH: Ecoregional classification of malaria vectors in the neotropics. J Med Entomol. 1997, 34: 499-510.View ArticlePubMed
- Lounibos LP, Conn JE: Malaria vector heterogeneity in South America. Am Entomol. 2000, 46: 238-249.View Article
- Marrelli MT, Floeter-Winter LM, Malafronte RS, Tadei WP, Lourenço-de-oliveira R, Flores-Mendoza C, Marinotti O: Amazonian malaria vector anopheline relationships interpreted from ITS2 rDNA sequences. Med Vet Entomol. 2005, 19: 208-218. 10.1111/j.0269-283X.2005.00558.x.View ArticlePubMed
- Montalvan JA: Paludismo en Ecuador. 1948, Guayaquil, Dirección General de Sanidad, Instituto Nacional de Higiene "Leopoldo Izquieta Perez"
- Rejmankova E, Roberts DR, Harbach RE, Pecor J, Peyton EL, Manguin S, Krieg R, Polanco J, Legters L: Environmental and regional determinants of Anopheles (Diptera: Culicidae) larval distribution in Belize, Central America. Environ Entomol. 1993, 22: 978-992.View Article
- Rodriguez AD, Rodriguez MH, Meza RA, Hernandez JE, Rejmankova E, Savage HM, Roberts DR, Pope KO, Legters L: Dynamics of population densities and vegetation associations of Anopheles albimanus larvae in a coastal area of southern Chiapas, Mexico. J Am Mosquito Contr. 1993, 9: 46-57.
- Rodriguez MH, Gonzalez-Ceron L, Hernandez JE, Nettel JA, Villarreal C, Kain KC, Wirtz RA: Different prevalences of Plasmodium vivax phenotypes VK210 and VK247 associated with the distribution of Anopheles albimanus and Anopheles pseudopunctipennis in Mexico. Am J Trop Med Hyg. 2000, 62: 122-127.PubMed
- Quiñones MLP, Suárez MFA, Fleming GA: Distribución y bionomía de los anofelinos de la Costa Pacífica de Colombia. Colomb Médica. 1987, 18: 19-24.
- Narang SK, Seawright JA, Suarez MF: Genetic structure of natural populations of Anopheles albimanus in Colombia. J Am Mosquito Contr. 1991, 7: 437-445.
- Marten GG, Suárez MF, Astaeza R: An ecological survey of Anopheles albimanus larval habitats in Colombia. J Vector Ecol. 1996, 21: 122-131.
- Poveda G, Rojas W, Quiñones ML, Vélez ID, Mantilla RI, Ruiz D, Zuluaga JS, Rua GL: Coupling between annual and ENSO timescales in the malaria - climate association in Colombia. Environ Health Persp. 2001, 109: 489-493.
- Gutiérrez LA, Naranjo NJ, Cienfuegos AV, Muskus CE, Luckhart S, Conn JE, Correa MM: Population structure analyses and demographic history of the malaria vector Anopheles albimanus from the Caribbean and the Pacific regions of Colombia. Malar J. 2009, 8: 259-10.1186/1475-2875-8-259.PubMed CentralView ArticlePubMed
- Morales-Ayala F: A list of the mosquitoes of Peru (Diptera, Culicidae). Mosq Syst. 1971, 3: 138-145.
- Guthmann JP, Llanos-Cuentas A, Palacios A, Hall AJ: Environmental factors as determinants of malaria risk: A descriptive study on the northern coast of Peru. Trop Med Int Health. 2002, 7: 518-525. 10.1046/j.1365-3156.2002.00883.x.View ArticlePubMed
- King WV: On the distribution of Anopheles albimanus and its occurrence in the United States. Southern Med J. 1937, 30: 943-946. 10.1097/00007611-193709000-00020.View Article
- Kumm HW, Komp WHW, Ruiz H: The mosquitoes of Costa Rica. Am J Trop Med Hyg. 1940, S1-20: 385-422.
- Vargas L, Casis GS, Earle WC: Anopheles pseudopunctipennis, Theobald, a vector of malaria in Mexico. Am J Trop Med Hyg. 1941, S1-21: 779-788.
- Kumm HW, Zúniga H: The mosquitoes of El Salvador. Am J Trop Med Hyg. 1942, S1-22: 399-415.
- Meyer SL: Plants of importance in the breeding of Anopheles albimanus Wied. in Panama. B Torrey Bot Club. 1947, 74: 257-261. 10.2307/2482036.View Article
- Rozeboom LE: Distribution and ecology of the Anopheles mosquitoes of the Caribbean region. Am Assoc Adv Sci. 1941, 15: 98-107.
- Loaiza JR, Scott ME, Bermingham E, Sanjur OI, Wilkerson R, Rovira J, Gutiérrez LA, Correa MM, Grijalva MJ, Birnberg L, Bickersmith S, Conn JE: Late Pleistocene environmental changes lead to unstable demography and population divergence of Anopheles albimanus in the northern Neotropics. Mol Phylogenet Evol. 2010, 57: 1341-1346. 10.1016/j.ympev.2010.09.016.PubMed CentralView ArticlePubMed
- Loaiza JR, Scott ME, Bermingham E, Rovira J, Conn JE: Evidence for Pleistocene population divergence and expansion of Anopheles albimanus in Southern Central America. Am J Trop Med Hyg. 2010, 82: 156-164. 10.4269/ajtmh.2010.09-0423.PubMed CentralView ArticlePubMed
- Levi-Castillo R: El complejo "pseudopunctipennis" en el Ecuador (Diptera - Culicidae). 1944, Guayaquil, Universidad de Guayaquil Imprenta
- Levi-Castillo R: Anopheles pseudopunctipennis in the Los Chillos valley of Ecuador. J Econ Entomol. 1945, 38: 385-388.View Article
- Lardeux F, Loayza P, Bouchité B, Chavez T: Host choice and human blood index of Anopheles pseudopunctipennis in a village of the Andean valleys of Bolivia. Malaria J. 2007, 6: 8-10.1186/1475-2875-6-8.View Article
- Rueda LM, Peyton EL, Manguin S: Anopheles (Anopheles) pseudopunctipennis Theobald (Diptera: Culicidae): Neotype designation and description. J Med Entomol. 2004, 41: 12-22. 10.1603/0022-2585-41.1.12.View ArticlePubMed
- Loaiza JR, Bermingham E, Scott ME, Rovira JR, Conn JE: Species composition and distribution of adult Anopheles (Diptera: Culicidae) in Panama. J Med Entomol. 2008, 45: 841-851. 10.1603/0022-2585(2008)45[841:SCADOA]2.0.CO;2.PubMed CentralView ArticlePubMed
- Estrada-Franco JG, Lanzaro GC, Ma MC, Walker-Abbey A, Romans P, Galvan-Sanchez C, Cespedes JL, Vargas-Sagarnaga R, Laughinghouse A, Columbus I, Gwadz RW: Characterization of Anopheles pseudopunctipennis sensu lato from three countries of neotropical America from variation in allozymes and ribosomal DNA. Am J Trop Med Hyg. 1993, 49: 735-745.PubMed
- Manguin S, Roberts DR, Peyton EL, Fernandez-Salas I, Barreto M, Loayza RF, Elgueta Spinola R, Martinez Granaou R, Rodriguez MH: Biochemical systematics and population genetic structure of Anopheles pseudopunctipennis, vector of malaria in Central and South America. Am J Trop Med Hyg. 1995, 53: 362-377.PubMed
- Lardeux F, Chávez T, Rodríguez R, Torrez L: Anopheles of Bolivia: new records with an updated and annotated checklist. CR Biol. 2009, 332: 489-499. 10.1016/j.crvi.2008.11.001.View Article
- Villalobos EC, Valderrama Delgado A: El Anopheles punctimacula en el Peru. 1944, Lima, Publicaciones de la dirección general de salubridad, Servicio Nacional Antimalarico
- Kumm HW, Novis O: Mosquito studies on the Ilha de Marajó, Pará, Brazil. Am J Epidemiol. 1938, 27: 498-515.
- Wilkerson RC, Strickman D, Litwak TR: Illustrated key to the female anopheline mosquitoes of Central America and Mexico. J Am Mosquito Contr. 1990, 6: 7-34.
- Schoeler GB, Flores-Mendoza C, Fernández R, Davila JR, Zyzak M: Geographical distribution of Anopheles darlingi in the Amazon basin region of Peru. J Am Mosquito Contr. 2003, 19: 286-296.
- de Barros FSM, de Aguiar DB, Rosa-Freitas MG, Luitgards-Moura JF, daCosta Gurgel H, Alvez Honório N, de Arruda ME, Tsouris P, Vasconcelos SD: Distribution summaries of malaria vectors in the northern Brazilian Amazon. J Vector Ecol. 2007, 32: 161-167. 10.3376/1081-1710(2007)32[161:DSOMVI]2.0.CO;2.View ArticlePubMed
- Rodríguez M, Pérez L, Caicedo JC, Prieto G, Arroyo JA, Kaur H, Suárez-Mutis M, De La Hoz F, Lines J, Alexander N: Composition and biting activity of Anopheles (Diptera: Culicidae) in the Amazon region of Colombia. J Med Entomol. 2009, 46: 307-315. 10.1603/033.046.0215.PubMed CentralView ArticlePubMed
- Quiñones ML, Ruiz F, Calle DA, Harbach RE, Erazo HF, Linton YM: Incrimination of Anopheles (Nyssorhynchus) rangeli and An. (Nys.) oswaldoi as natural vectors of Plasmodium vivax in Southern Colombia. Mem Inst Oswaldo Cruz. 2006, 101: 617-624. 10.1590/S0074-02762006000600007.View ArticlePubMed
- Getis A, Ord JK: The analysis of spatial association by use of distance statistics. Geogr Anal. 1992, 24: 189-206.View Article
- Faran ME: Anopheles (Nyssorhynchus) trinkae, a new species in the Albimanus section (Diptera: Culicidae). Mosq Syst. 1979, 11: 26-39.
- Simon C, Frati F, Beckenbach A, Crespi B, Liu H, Flook P: Evolution, weighting, and phylogenetic utility of mitochondrial gene sequences and a compilation of conserved polymerase chain reaction primers. Ann Entomol Soc Am. 1994, 87: 651-701.View Article
- Lunt DH, Zhang DX, Szymura JM, Hewitt GM: The insect cytochrome oxidase 1 gene: evolutionary patterns and conserved primers for phylogenetic studies. Insect Mol Biol. 1996, 5: 153-165. 10.1111/j.1365-2583.1996.tb00049.x.View ArticlePubMed
- Environmental Systems Research Institute: World Terrain Base Map. [http://server.arcgisonline.com/ArcGIS/rest/services/World_Terrain_Base/MapServer]
- Bødker R, Kisinza W, Malima R, Msangeni H, Lindsay S: Resurgence of malaria in the Usambara mountains, Tanzania, an epidemic of drug-resistant parasites. Glob Change Human Health. 2000, 1: 134-153. 10.1023/A:1010077105257.View Article
- Balls MJ, Bødker R, Thomas CJ, Kisinza W, Msangeni HA, Lindsay SW: Effect of topography on the risk of malaria infection in the Usambara mountains, Tanzania. Trans R Soc Trop Med Hyg. 2004, 98: 400-408. 10.1016/j.trstmh.2003.11.005.View ArticlePubMed
- Bødker R, Akida J, Shayo D, Kisinza W, Msangeni HA, Pedersen EM, Lindsay SW: Relationship between altitude and intensity of malaria transmission in the Usambara Mountains, Tanzania. Ann Entomol Soc Am. 2003, 40: 706-717.
This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.