Abstract
INTRODUCTION:
Leishmaniasis is a complex vector-borne infectious diseases caused by protozoan parasites in the genus Leishmania and spread by hematophagous phlebotomine sand flies (Diptera: Psychodidae, Phlebotominae). The aim of this study was to investigate the phlebotomine fauna, endophily and exophily of the species found, and possible influence of climatic factors on their populations.
METHODS:
The study was conducted in the Xakriabá Indigenous Reserve (XIR) in the municipality of São João das Missões in northern Minas Gerais state, Brazil. Insects were collected over three consecutive nights in the last week of each month for 12 months from July 2015 to May 2016 from four houses in four different villages. Two traps were set up in each house: one in the intra-domicile and another in the peri-domicile.
RESULTS:
A total of 2,012 phlebotomine sand fly specimens representing 23 species and belonging to 10 different genera were captured and identified. Among the studied villages, Riacho do Brejo showed the highest density and diversity of phlebotomine sand flies. The species Lutzomyia longipalpis (80.3%) and Nyssomyia intermedia (7.3%), which are major vectors of visceral and cutaneous leishmaniasis, respectively, had the highest population densities, both in the intra- and peri-domicile. No correlation was observed between climatic factors and the density of phlebotomine sand flies.
CONCLUSIONS:
The results of the present study may contribute to a better understanding and targeting of the measures for preventing and controlling leishmaniasis by the authorities responsible for indigenous health.
Keywords:
Phlebotomine; Sand fly; Leishmaniasis; Xakriabá indigenous reserve
INTRODUCTION
Leishmaniasis is a complex infectious disease caused by protozoan parasites in the genus Leishmania Ross, 1903, and transmitted by hematophagous phlebotomine dipterans in the family Psychodidae, subfamily Phlebotominae11. World Health Organization (WHO). Control of the leishmaniasis: report of a meeting of the WHO Expert Committee on the Control of Leishmaniases. Geneva: WHO; 2010 March. 186p; Report No.: 949., commonly known as sand flies. In the Americas, the transmission cycle of leishmaniasis is zoonotic; therefore, an animal reservoir is required to complete the life cycle and survive in the environment. Leishmaniasis has a broad clinic spectrum and epidemiologic diversity and can present as diverse clinical forms that depend on the Leishmania species and host immune response22. Pan American Health Organization (PAHO). Leishmaniases: Epidemiological Report of the Americas. Pan American Health Organization; 2013 Apr. 4p; Report No.:1.. The two basic clinical forms of human leishmaniasis manifestations are visceral leishmaniasis (VL) and cutaneous leishmaniasis (CL)33. Grimaldi Jr G, Tesh Rb. Leishmaniases of the New World: Current concepts and implications for future research. Clin Microbiol. 1993;6(3):230-50.,44. Desjeux P. Leishmaniasis: current situation and new perspectives. Comp. Immunol. Microbiol. Infect. Dis. 2004;27(5):305-18..
Leishmaniasis is considered as a significant public health problem, as it has a broad geographic distribution and is considered to be part of the group of neglected tropical diseases. It is strongly associated with poverty, prevalent in tropical areas where it coexists with other neglected tropical diseases, and has low visibility in the rest of the world; therefore, the pharmaceutical industry has not shown strong interest in developing and improving products for leishmaniasis treatment and prevention55. Rêgo FD, Rugani JMN, Simabukuro PHF, Tonelli GB, Quaresma PF, Gontijo CMF. Melecular detection of Leishmania in Phlebotomine sand flies (Diptera:Psychodidae) from a cutaneous leishmaniasis focus at Xakriabá Indigenous Reserve, Brazil. PLoS One. 2015;10(4)..
The transmission of leishmaniasis in indigenous areas of Brazil is not well-understood. In the Xakriabá Indigenous Reserve (XIR), located in the northern region of Minas Gerais (MG) state, autochthonous human cases of CL66. World Health Organization (WHO). First WHO report on neglected tropical diseases: working to overcome the global impact of neglected tropical diseases. Geneve: World Health Organization; 2010 Feb. 140p; Report No.: WHO/HTM/NTD/2010.1 and canine cases of VL (AM Rocha: unpublished data) have been reported since 2001. In the XIR, a neglected population exists in an endemic leishmaniasis area and there is little relevant information regarding the epidemiologic chain of these diseases; therefore, this study was conducted to assess various entomological aspects of leishmaniasis epidemiology in the XIR.
METHODS
Study Area
The XIR is in the municipality of São João das Missões (latitude, 14° 88’ 51’’ S; longitude, 44° 07’ 73’’ W) in the northern region of Minas Gerais state (Figure 1). It is in the upper middle zone of São Francisco, a microregion of the Peruaçu Valley, and borders the municipalities of Miravânia, Manga, and Itacarambi66. World Health Organization (WHO). First WHO report on neglected tropical diseases: working to overcome the global impact of neglected tropical diseases. Geneve: World Health Organization; 2010 Feb. 140p; Report No.: WHO/HTM/NTD/2010.1. The XIR is organized into 32 villages which are distributed into five health base poles and has a population of 7,760, with more than 50% of people under the age of 24 years77. Instituto Brasileiro de Geografia e Estatística (IBGE). Censo Demográfico 2010 - Características gerais dos indígenas: Resultados do universo. 2010.. Because it is in the northern region of MG, transitional vegetation is observed between the savanna and Caatinga, with denser forest zones closer to the water sources and a semi-arid climate with long periods of drought.
Selection of sampled villages and residences
Three villages selected for the study (Riacho do Brejo: 14° 81’ 64’’ S, 44° 19’ 95’’ W, Brejo do Mata Fome: 14° 84’ 16’’ S, 44° 20’ 67’’ W, and Prata: 14° 83’ 42’’ S, 44° 16’ 38’’ W), which have an average altitude of 633.25 m, have reported cases of autochthonous canine visceral leishmaniasis, while the other village (Riachinho: 14° 88’ 44’’ S, 44° 20’ 46’’ W) had no case records from the combination of serological results obtained by enzyme-linked immunosorbent assay and indirect immunofluorescence (AM Rocha: unpublished data). For insect capture, residences recognized as favorable to the vector and with the following environmental characteristics were selected: a) presence of organic matter such as decomposed dry leaves and animal feces, b) occurrence of areas with high humidity because of the presence of trees, c) presence of animal enclosures (e.g., chicken coop or pigsty) close to human habitation, and d) considerable shade from fruit trees88. Vianna EN, Morais MH, Almeida AS, Sabroza PC, Reis IA, Dias ES, et al. Abundance of Lutzomyia longipalpis in urban households as risk factor of transmission of visceral leishmaniasis. Mem Inst Oswaldo Cruz. 2016;111(5):302-10.,99. Dias ES, Regina-Silva S, França-Silva JC, Paz GF, Michalsky EM, Araujo SC, et al. Ecoepidemiology of visceral leishmaniasis in the urban area of Paracatu, state of Minas Gerais, Brazil. Vet Parasitol. 2011;176(2-3):101-11..
Phlebotomine sand fly capture
Centers for Disease Control (CDC) light traps were used to capture the insects with the goal of obtaining the greatest possible diversity of sand flies. Capture was conducted over three consecutive nights during the last week of each month for 12 months (June 2015 to May 2016). Pairs of traps were set in each house, with one inside and one outside (close to the animal enclosures, fruit trees, and accumulation of organic matter), and were operated from 18:00 to 6:00. Following the capture period, the support with a screen carrying the entomological material was uncoupled from the traps and placed inside plastic bags containing chloroform for 20 min to kill the insects. They were then sorted under magnifying glasses to remove any insects not relevant to the study. Both males and females insects were stored in hemolysis tubes containing 70% ethanol and transported to the Leishmaniasis Laboratory of the René Rachou Institute, where they were prepared and assembled between glass slides and coverslips for taxonomic identification.
Sand fly preparation for internal and external examination
Preparation of the captured sand flies was carried out according to Langeron’s protocol1010. Langeron M. 1949. Précis de microscopie. Masson et Cie, Libraires de L'Académie de Medicine, Saint-Germain, Paris, 1949. with some modifications. Initially, the sand flies were submerged in 10% potassium hydroxide solution for 2-3 h in a Petri dish and identified. Next, the sand flies were placed in 10% acetic acid for 20 min and washed by soaking in distilled water three times for 15 min each time. The sand flies were removed from the distilled water and immersed in lactophenol for 24 h and then assembled on a microscope slide in Berlese Liquid. This procedure enabled examination of the internal and external taxonomic structures of the flies with an optical microscope (Axe scope, Zeiss, Oberkochen, Germany).
Sand flies assembled on the microscope slides were identified according to the classification proposed by Galati1111. Galati EA. Classificação de Phlebotominae. In: Rangel EF, Lainson R. editors. Flebotomíneos do Brasil. 1th ed. Rio de Janeiro: Editora Fiocruz; 2003. p. 23-51. and compared with reference materials deposited in the Collection of Phlebotomine Sand flies of the René Rachou Institute. The microscope slides were properly labeled with the species name, capture date, gender, capture locality, and trap number. Various genera and subgenera of sand flies have the same initial letter; therefore, to avoid confusion, the abbreviations proposed by Marcondes1212. Marcondes CB. A proposal of generic and subgeneric abbreviations for phlebotomine sand flies (Diptera: Psychodidae: Phlebotominae) of the world. Entomol News. Sep 2007;118(4):351-56. were used.
Climatic data
Climatic data for the study area, including temperature (ºC), relative air humidity (%), and rainfall (mm), were obtained monthly during the study period from the National Institute of Meteorology website. The data were collected from the automatic weather station of Mocambinho, located in the municipality of Itacarambi, MG (latitude 15º 08’ 61’’ S and longitude 44º 01’ 61’’ W), approximately 30 km from the XIR.
Statistical analysis
Data were organized in Microsoft Excel® (Office 2003, Microsoft, Seattle, WA, USA) spreadsheets and statistical analysis was performed with SPSS software version 22 (SPSS, Inc., Chicago, IL, USA). When necessary, the results were log-transformed to achieve a normal distribution. Statistical analysis was performed for species present in samples with diversities higher than 5% of the total sand flies captured. An unpaired Student’s t-test was used to compare the mean values of the sand fly population densities according to gender and intra- or peri-domicile behavior. The means in different villages were compared by analysis of variance (ANOVA), followed by post-hoc analysis using a Student’s t-test to compare adjacent means. Relationships between climatic variables (mean temperature, mean rainfall, and mean relative air humidity) and mean monthly population density of the sand flies were determined using the Pearson correlation test. Differences were considered significant when the p value was < 0.05.
RESULTS
During the 12-month study period, the phlebotomine fauna comprised 2,012 specimens, representing 23 species belonging to 10 genera, and are presented in Table 1. Lutzomyia longipalpis appeared most frequently (1,615 specimens), corresponding to 80.3% of the sand flies collected, as shown in Table 1, followed by Nyssomyia intermedia accounting for 7.3% of flies. Two other species of medical importance were found, Migonemyia migonei and Pintomyia pessoai, but at low abundances of 0.55% (11 specimens) and 0.05% (one specimen), respectively, among the total phlebotomine population density. In general, the number of females (779) was lower than the number of males (1,234), with a male/female ratio 1.58. In Student’s t-test, no significant difference (p = 0.09) was observed between the population density of collected males (0.32 ± 0.03) and females (0.26 ± 0.02).
For Lu. longipalpis, the ratio male/female was 2.31, with a significant difference between males (0.30 ± 0.03) and females (0.20 ± 0.02) (p = 0.0056). As in Lu. longipalpis, Ny. intermedia showed a significant difference (p = 0.01) in gender (males: 0.02 ± 0.01 and females: 0.05 ± 0.01), but females predominated the gender ratio (male/female) by 0.16.
Regarding sand fly behavior, 975 (48.5%) individuals were captured outside of the houses and 1036 (51.5%) were captured inside the houses, with no significant difference (p = 0.33) between the means of the population density of the intra-domicile (0.31 ± 0.03) and peri-domicile behaviors (0.27 ± 0.03) (Figure 2A). A similar condition was observed for Lu. longipalpis (p = 0.16) for intra-domicile (0.27 ± 0.03) and peri-domicile behaviors (0.22 ± 0.02) (Figure 2B). For Ny. intermedia, a significant difference was observed (p = 0.03) in intra-domicile (0.02 ± 0.01) and peri-domicile behaviors (0.05 ± 0.01) (Figure 2D).
Relationship between population density and behavior (intra- and peri-domicile) (A), Lu. longipalpis (B), Ny. intermedia (C) captured with light traps (CDC) in Brejo do Mata Fome, Prata, Riachinho, and Riacho do Brejo villages located in the Xakriabá Indigenous Reserve from June 2015 to May 2016 (p = 0.33; p = 0.16; p = 0.03 - Unpaired Student’s t-test).
Examination of the population density of sand flies among villages revealed significant differences (p < 0.0001) by variance analysis. Student’s t-test for multiple comparisons showed a significantly higher sand fly density in Riacho do Brejo village, followed by Prata village, and the villages, Brejo do Mata Fome and Riachinho, which showed similar results (Figure 3A). For Lu. longipalpis, Riacho do Brejo village showed the highest population density, while Brejo do Mata Fome village showed the lowest density (Figure 3B). No differences were observed between the Riachinho and Prata villages. The population density of Ny. intermedia showed a heterogeneous distribution between villages (p < 0.0001). The villages Brejo do Mata Fome and Riacho do Brejo showed similar population densities which were higher than those in other areas (Prata and Riachinho) (Figure 3C).
Relationship between phlebotomine sand fly population densities (A), Lu. longipalpis (B), Ny. intermedia (C) captured with light traps (CDC) in Brejo do Mata Fome, Prata, Riachinho, and Riacho do Brejo villages located in the Xakriabá Indigenous Reserve from June 2015 to May 2016 (p < 0.0001; p < 0.0001; p < 0.0001; one-way ANOVA).
Climatic data obtained from the National Institute of Meteorology indicated that during the 12-month study period (June 2015-May 2016), the annual averages of temperature, relative humidity, and rainfall were 26.14 ± 2.12°C, 57.11 ± 9.35%, and 43.6 ± 110.2 mm, respectively. Analysis of the total population density captured monthly in relation to the monthly climatic data revealed no variation in the study period for temperature and relative air humidity. However, increased sand fly density was observed 1-2 months after an increase in precipitation (Figure 4). Notably, the average precipitation during the studied period (43.6 mm) was similar to the annual average of the three previous years (41.3, 47.5, and 39.2 mm in 2012, 2013, and 2014, respectively).
Population density of phlebotomine sand flies captured monthly with light traps (CDC) and mean of the monthly climatic variable of rainfall in Brejo do Mata Fome, Prata, Riachinho, and Riacho do Brejo villages located in the Xakriabá Indigenous Reserve from June 2015 to May 2016.
DISCUSSION
The phlebotomine sand fly fauna found in Riacho do Brejo, Riachinho, Prata and Brejo do Mata Fome villages in the XIR demonstrated high levels of diversity, with 23 species collected, which belong to 10 genera. The species Ev. sallesi and Ev. cortelezzii were identified through the male sand flies. The females were identified as part of the cortelezzii complex, due to the morphological similarity between the species1313. Galati EA, Nunes VL, Oshiro ET, Rego Jr FA. Nova espécie de Phlebotominae,Lutzomyia corumbaensis, sp. n. (Diptera, Psychodidae) do complexoLutzomyia cortelezzii. Rev Bras Entomol. 1989;33:765-475.. The number of species collected corresponded to 23.7% in a total of 97 species of sand flies already recorded in Minas Gerais1414. Andrade AJ, Dantas-Torres F. Phlebotomine sand flies (Diptera: Psychodidae) of the state of Minas Gerais, Brazil. Neotrop Entomol. 2010;39(1):115-23.
15. Carvalho GM, Brazil RP, Sanguinette CC, Filho JD. Description of Evandromyia spelunca, a new phlebotomine species of the cortelezzii complex from a cave in Minas Gerais state, Brazil (Diptera: Psychodidae: Phlebotominae). Parasit Vectors. 2011;4(1):158.
16. Barata R A, Serra e Meira PC, Carvalho GM. Lutzomyia diamantinensis sp. nov., a new phlebotomine species (Diptera: Psychodidae) from a quartzite cave in Diamantina, state of Minas Gerais, Brazil. Mem Inst Osw Cruz. 2012;107(8):1006-10.-1717. Andrade AJ, Galati EA. A New Species of Evandromyia (Diptera: Psychodidae: Phlebotominae) From Minas Gerais State, Brazil. J Med Entomol. 2012;49(3):445-50.. Among the species collected, four were medically important, and vectors of leishmaniasis: Lu. longipalpis, Ny. intermedia, Mg. migonei. The species Lu. longipalpis transmits VL and the other species transmit CL.
The species showing the highest population density during the studied period was Lu. longipalpis, totaling 80.2% of the samples, which has also been found in many endemic areas of visceral leishmaniasis in Brazil1818. Queiroz MF, Varjão JR, Moraes SC, Salcedo GE. Analysis of sand flies (Diptera:Psychodidae) em Barra do Garças, State of Mato Grosso, Brazil and the influence of environmental variables on the vector density of Lutzomyia longipalpis (Lutz & Neiva, 1912). Rev Soc Bras Med Trop. 2012;45(3):313-7.
19. Michalsky EM, Fortes-Dias CL, França-Silva JC, Rocha MF, Barata RA, Dias ES. Association of Lutzomyia longipalpis (Diptera: Psychodidae) population density with climate variables in Montes Claros, an area of American visceral leishmaniasis transmission in the state of Minas Gerais, Brazil. Mem Inst Oswaldo Cruz . 2009;104(8):1191-3.
20. Souza CM, Pessanha JE, Barata RA, Monteiro EM, Costa DC, Dias ES. Study on phlebotomine sand fly (Diptera: Psychodidae) fauna in Belo Horizonte, state of Minas Gerais, Brazil. Mem Inst Oswaldo Cruz . 2004;99(8):795-803.
21. Barata RA, Silva JC, Costa RT, Fortes-Dias CL, Silva JC, Paula EV, et al. Phlebotomine sand flies in Porteirinha, an area of American visceral leishmaniasis transmission in the State of Minas Gerais, Brazil. Mem Inst Oswaldo Cruz . 2004;99(5):481-7.
22. Barata RA, França-Silva JC, Mayrink W, Silva JC, Prata A, Lorosa ES, et al. Aspects of the ecology and behaviour of phlebotomines in endemic area for visceral leishmaniasis in State of Minas Gerais. Rev Soc Bras Med Trop . 2005;38(5):421-5.
23. França-Silva JC, Barata RA, Costa RT, Monteiro EM, Machado-Coelho GL, Vieira EP, et al. Importance of Lutzomyia longipalpis in the dynamics of transmission of canine visceral leishmaniasis in the endemic area of Porteirinha Municipality, Minas Gerais, Brazil. Vet Parasitol . 2005;10;131(3-4):213-20.
24. Monteiro EM, da Silva JC, da Costa RT, Costa DC, Barata RA, de Paula EV, et al. Visceral leishmaniasis: a study on phlebotomine sand flies and canine infection in Montes Claros, State of Minas Gerais. Rev Soc Bras Med Trop . 2005;38(2):147-52.
25. Missawa NA, Dias ES. Phlebotomine sand flies (Diptera: Psychodidae) in the municipality of Várzea Grande: an area of transmission of visceral leishmaniasis in the state of Mato Grosso, Brazil. Mem Inst Oswaldo Cruz . 2007;102(8):913-8.-2626. Dias ES, França-Silva JC, da Silva JC, Monteiro EM, de Paula KM, Gonçalves CM, et al. Sand flies (Diptera: Psychodidae) in an outbreak of cutaneous leishmaniasis in the State of Minas Gerais. Rev Soc Bras Med Trop . 2007;40(1):49-52.. This species was followed by Ny. intermedia with a density of 7.3%. The other species of medical importance, Mg. migonei and Pi. pessoai, presented very low population densities with values of only 0.55% (11 specimens) and 0.05% (one specimen), respectively.
Rego et al.2727. Rêgo FD, Shimabukuro PH, Quaresma PF, Coelho IR, Tonelli GB, Silva KM, et al. Ecological aspects of the Phlebotominae fauna (Diptera: Psychodidae) in the Xakriabá Indigenous Reserve, Brazil. Parasit Vectors . 2014;7:220. studied the same XIR but different villages and ecotopes (trails in the woods) and captured 8,046 specimens of sand flies from 11 different genera and 28 species. Comparison of the fauna collected by Rego et al.2727. Rêgo FD, Shimabukuro PH, Quaresma PF, Coelho IR, Tonelli GB, Silva KM, et al. Ecological aspects of the Phlebotominae fauna (Diptera: Psychodidae) in the Xakriabá Indigenous Reserve, Brazil. Parasit Vectors . 2014;7:220. with those identified in the present study showed that species such as Lu. cavernicola and Ev. spelunca, among others, observed in this previous study were not collected in the present study; other species such as Mi. oswaldoi, Pa. bigeniculata, and Pa. shannoni were found in the present study but not in the previous study. Other differences in the faunal diversity in this study compared to the one by Rego et al.2727. Rêgo FD, Shimabukuro PH, Quaresma PF, Coelho IR, Tonelli GB, Silva KM, et al. Ecological aspects of the Phlebotominae fauna (Diptera: Psychodidae) in the Xakriabá Indigenous Reserve, Brazil. Parasit Vectors . 2014;7:220. include the presence of Pi. pessoai and the absence of Nyssomyia whitmani, which are both vectors of CL. Notably, only a few specimens of Pi. pessoai and Ny. whitmani were identified. These results were expected, possibly because of the different location of the villages and ecotopes, as the present study was carried out in the peri-domicile and intra-domicile, while Rego et al.2727. Rêgo FD, Shimabukuro PH, Quaresma PF, Coelho IR, Tonelli GB, Silva KM, et al. Ecological aspects of the Phlebotominae fauna (Diptera: Psychodidae) in the Xakriabá Indigenous Reserve, Brazil. Parasit Vectors . 2014;7:220. focused on peri-domiciles and trails where rocky outcrops areas with craters in the soil exist, propitious to shelter some phlebotomine sand fly species.
Female sand flies act as agents that transmit leishmaniasis through their hematophagous feeding habits; although we captured a lower number of females than males in this study, a significant difference between the population density was not observed. A significant predominance of males, however, was observed for Lu. longipalpis, with a ratio of 2.3 (M/F). In fact, the predominance of males of Lu. longipalpis in the field was consistent with those reported previously1717. Andrade AJ, Galati EA. A New Species of Evandromyia (Diptera: Psychodidae: Phlebotominae) From Minas Gerais State, Brazil. J Med Entomol. 2012;49(3):445-50.,2525. Missawa NA, Dias ES. Phlebotomine sand flies (Diptera: Psychodidae) in the municipality of Várzea Grande: an area of transmission of visceral leishmaniasis in the state of Mato Grosso, Brazil. Mem Inst Oswaldo Cruz . 2007;102(8):913-8.,2727. Rêgo FD, Shimabukuro PH, Quaresma PF, Coelho IR, Tonelli GB, Silva KM, et al. Ecological aspects of the Phlebotominae fauna (Diptera: Psychodidae) in the Xakriabá Indigenous Reserve, Brazil. Parasit Vectors . 2014;7:220.,2020. Souza CM, Pessanha JE, Barata RA, Monteiro EM, Costa DC, Dias ES. Study on phlebotomine sand fly (Diptera: Psychodidae) fauna in Belo Horizonte, state of Minas Gerais, Brazil. Mem Inst Oswaldo Cruz . 2004;99(8):795-803.,2828. de Oliveira AG, Andrade Filho JD, Falcão AL, Brazil RP. Study of sand flies (Diptera, Psychodidae, Phlebotominae) in the urban area of Campo Grande, Mato Grosso do Sul State, Brazil, from 1999 to 2000. Cad Saude Publica. 2003;19(4):933-44.,2929. Resende MC, Camargo MC, Vieira JR, Nobi RC, Porto MN, Oliveira CD, et al. Seasonal variation of Lutzomyia longipalpis in Belo Horizonte, State of Minas Gerais. Rev Soc Bras Med Trop . 2006;39(1):51-5.,3030. de Almeida PS, Nascimento JC, Ferreira AD; Minzão LD, Portes F, de Miranda AM, et al. Species of phlebotomines (Diptera, Psychodidae) collected in urban municipalities with transmission of visceral leishmaniasis in Mato Grosso do Sul State, Brazil. Rev Bras entomol. 2012;54(2):304-10. in contrast, Rego et al.2727. Rêgo FD, Shimabukuro PH, Quaresma PF, Coelho IR, Tonelli GB, Silva KM, et al. Ecological aspects of the Phlebotominae fauna (Diptera: Psychodidae) in the Xakriabá Indigenous Reserve, Brazil. Parasit Vectors . 2014;7:220. found a larger number of female sand flies than males in Imbaúbas village with a ratio of 2.13 females/males. The highest proportion of males captured with CDC light traps, particularly for Lu. longipalpis, can be explained by the natural behavior of males that accompany females during their movements to ensure fertilization. However, this result was not observed for Ny. intermedia and a higher density of females was found compared to males, which has also been observed previously2727. Rêgo FD, Shimabukuro PH, Quaresma PF, Coelho IR, Tonelli GB, Silva KM, et al. Ecological aspects of the Phlebotominae fauna (Diptera: Psychodidae) in the Xakriabá Indigenous Reserve, Brazil. Parasit Vectors . 2014;7:220.,3131. Domingos Mde F, Carreri-Bruno GC, Ciaravolo Rde M, Galati EA, Wanderley DM, Corrêa FM. American tegumentary leishmaniasis: Phlebotominae in an area of disease transmission, the city of Pedro de Toledo, southern region of the state of Sao Paulo, Brazil. Rev Soc Bras Med Trop . 1998;31(5):425-32.,3232. Rangel EF, Azevedo AC, Andrade CA, Souza NA, Wermelinger ED. Studies on sand fly fauna (Diptera: Psychodidae) in a foci of cutaneous leishmaniasis in mesquita, Rio de Janeiro State, Brazil. Mem Inst Oswaldo Cruz . 1990;85(1):39-45..
As observed in the present study, the species most commonly sampled in the peri-domicile were Lu. longipalpis (51.08%) and Ny. intermedia (31.79%), in contrast to the results found by Rego et al.2727. Rêgo FD, Shimabukuro PH, Quaresma PF, Coelho IR, Tonelli GB, Silva KM, et al. Ecological aspects of the Phlebotominae fauna (Diptera: Psychodidae) in the Xakriabá Indigenous Reserve, Brazil. Parasit Vectors . 2014;7:220.. Interestingly, the density and diversity of the total sand fly faunas between peri- and intra-domicile areas were equivalent, supporting previous observations by Resende et al.2929. Resende MC, Camargo MC, Vieira JR, Nobi RC, Porto MN, Oliveira CD, et al. Seasonal variation of Lutzomyia longipalpis in Belo Horizonte, State of Minas Gerais. Rev Soc Bras Med Trop . 2006;39(1):51-5.. However, previous studies reported a higher density in the peri-domicile2222. Barata RA, França-Silva JC, Mayrink W, Silva JC, Prata A, Lorosa ES, et al. Aspects of the ecology and behaviour of phlebotomines in endemic area for visceral leishmaniasis in State of Minas Gerais. Rev Soc Bras Med Trop . 2005;38(5):421-5.,2424. Monteiro EM, da Silva JC, da Costa RT, Costa DC, Barata RA, de Paula EV, et al. Visceral leishmaniasis: a study on phlebotomine sand flies and canine infection in Montes Claros, State of Minas Gerais. Rev Soc Bras Med Trop . 2005;38(2):147-52.,3333. Souza NA, Andrade-Coelho CA, Vilela ML, Peixoto AA, Rangel EF. Seasonality of Lutzomyia intermedia and Lutzomyia whitmani (Diptera: Psychodidae: Phlebotominae), occurring sympatrically in area of cutaneous leishmaniasis in the State of Rio de Janeiro, Brazil. Mem Inst Oswaldo Cruz . 2002;97(6):759-65.. The population density was also equivalent between the intra- and peri-domicile, specifically for Lu. longipalpis. Additionally, the population density of Ny. intermedia was higher on the peri-domicile, which agrees with some previous studies3131. Domingos Mde F, Carreri-Bruno GC, Ciaravolo Rde M, Galati EA, Wanderley DM, Corrêa FM. American tegumentary leishmaniasis: Phlebotominae in an area of disease transmission, the city of Pedro de Toledo, southern region of the state of Sao Paulo, Brazil. Rev Soc Bras Med Trop . 1998;31(5):425-32.,3232. Rangel EF, Azevedo AC, Andrade CA, Souza NA, Wermelinger ED. Studies on sand fly fauna (Diptera: Psychodidae) in a foci of cutaneous leishmaniasis in mesquita, Rio de Janeiro State, Brazil. Mem Inst Oswaldo Cruz . 1990;85(1):39-45..
These results suggest the endophilic behavior of the vectors and emphasize the probability of leishmaniasis transmission in the intra-domicile environment1919. Michalsky EM, Fortes-Dias CL, França-Silva JC, Rocha MF, Barata RA, Dias ES. Association of Lutzomyia longipalpis (Diptera: Psychodidae) population density with climate variables in Montes Claros, an area of American visceral leishmaniasis transmission in the state of Minas Gerais, Brazil. Mem Inst Oswaldo Cruz . 2009;104(8):1191-3.,2222. Barata RA, França-Silva JC, Mayrink W, Silva JC, Prata A, Lorosa ES, et al. Aspects of the ecology and behaviour of phlebotomines in endemic area for visceral leishmaniasis in State of Minas Gerais. Rev Soc Bras Med Trop . 2005;38(5):421-5.
23. França-Silva JC, Barata RA, Costa RT, Monteiro EM, Machado-Coelho GL, Vieira EP, et al. Importance of Lutzomyia longipalpis in the dynamics of transmission of canine visceral leishmaniasis in the endemic area of Porteirinha Municipality, Minas Gerais, Brazil. Vet Parasitol . 2005;10;131(3-4):213-20.-2424. Monteiro EM, da Silva JC, da Costa RT, Costa DC, Barata RA, de Paula EV, et al. Visceral leishmaniasis: a study on phlebotomine sand flies and canine infection in Montes Claros, State of Minas Gerais. Rev Soc Bras Med Trop . 2005;38(2):147-52.,2929. Resende MC, Camargo MC, Vieira JR, Nobi RC, Porto MN, Oliveira CD, et al. Seasonal variation of Lutzomyia longipalpis in Belo Horizonte, State of Minas Gerais. Rev Soc Bras Med Trop . 2006;39(1):51-5.. Thus, sand fly species with the greatest epidemiological importance for leishmaniasis persistence in the XIR are Lu. longipalpis and Ny. intermedia, as they have a high vectorial capacity and anthropophilia3434. Killick-Kendrick R. The life-cycle of Leishmania in the sand fly with special reference to the form infective to the vertebrate host. Ann Parasitol Hum Comp. 1990;65.
35. Lainson R, Rangel EF. Lutzomyia longipalpis and the eco-epidemiology of American visceral leishmaniasis, with particular reference to Brazil: a review. Mem Inst Oswaldo Cruz . 2005;100(8):811-27.-3636. Rangel EF, Souza NA, Wermelinger ED, Azevedo AC, Barbosa AF, Andrade CA. Phlebotomus of Vargem Grande, a focus of cutaneous leishmaniasis in the State of Rio de Janeiro. Mem Inst Oswaldo Cruz . 1986;81(3):347-9.. Additionally, they showed high densities in both intra- and peri-domicile areas.
The variability in sand fly diversity and population density observed in the different villages may be associated with environmental differences. Compared to other villages evaluated in the study, Riacho do Brejo showed a greater variety of animal enclosures, such as pens for chickens, pigs, and dogs, as well as fruit trees such as banana and guava trees, providing excellent conditions for phlebotomine reproduction and population growth3737. Borges BK, Silva JA, Haddad JP, Moreira EC, Magalhães DF, Ribeiro LM, et al. Animal presence and the risk for transmission of visceral leishmaniasis in Belo Horizonte, Brazil. Arq. Bras. Med. Vet. Zootec. 2009;61(5)1035-43.-3838. Forattini OP. Nota sobre criadouros naturais de flebôtomos em dependências peri-domiciliares, no Estado de São Paulo. Arquivos da Faculdade de Higiene e Saúde Pública da Universidade de São Paulo, 1953;7(2):157-68.. Brejo do Mata Fome was much more artificially modified and showed the lowest population density and lowest sand fly faunal diversity, corroborating the previous results of Feitosa et al.3939. Feitosa MA, Julião GR, Costa MD, Belém B, Pessoa FA. Diversity of sand flies in domiciliary environment of Santarém, state of Pará, Brazil: species composition and abundance patterns in rural and urban areas. Acta Amaz. 2012;42(4):507-514..
The interference of climatic factors with the sand fly population has been studied previously. Variables such as temperature, humidity, and rainfall were found to influence sand fly populations in different manners depending on the region. Rutledge & Ellenwood4040. Rutledge LC, Ellenwood DA. Production of plebotomine sand flies on the open forest floor in Panama: The Species. Environmental Entomology 1975;4:71-77. suggest that sand fly seasonality is related to rainfall distribution patterns, which modify breeding site conditions in the soil. These insects are typically found at high densities during warm and humid months4141. de Aguiar GM, Soucasaux T. Ecological aspects of phlebotomus of the Parque Nacional da Serra dos Orgãos, Rio de Janeiro. I. Monthly frequency in human baits (Diptera, Psychodidae, Phlebotominae). Mem Inst Oswaldo Cruz . 1984;79(2):197-209.
42. Gomes Ade C, Galati EA. Ecologic aspects of American tegumentary leishmaniasis. 5. Stratification of the spatial and seasonal activities of Phlebotominae (Diptera, Psychodidae) in areas of agricultural culture of the Vale do Ribeira region, State of São Paulo, Brazil. Mem Inst Oswaldo Cruz . 1987;82(4):467-73.
43. Gomes Ade C, Rabello EX, Santos JL, Galati EA. Ecological aspects of American cutaneous leishmaniasis. I. Experimental study of the frequency of Phlebotomus in artificial ecotopes with special reference to Psychodopygus intermedius. Rev Saude Publica. 1980;14(4):540-56.-4444. Salomón OD, Rossi GC, Cousiño B, Spinelli GR, Rojas de Arias A, López del Puerto DG, et al. Phlebotominae sand flies in Paraguay: abundance distribution in the Southeastern region. Mem Inst Oswaldo Cruz . 2003;98(2):185-90. or in drier months, as observed by Zelédon, Murrillo, and Gutierrez4545. Zeledón R, Murillo J, Gutierrez H. Ecology of Lutzomyia longipalpis (Lutz & Neiva, 1912) and possibilities of the existence of visceral leishmaniasis in Costa Rica. Mem Inst Oswaldo Cruz . 1984;79(4):455-9. in an area of Costa Rica and Galati et al.4646. Galati EA, Nunes VL, Dorval ME, Oshiro ET, Cristaldo G, Espíndola MA, et al. Study of the phlebotomines (Diptera, Psychodidae), in area of cutaneous leishmaniasis in the State of Mato Grosso do Sul, Brazil. Rev Saude Publica . 1996;30(2):115-28. in Mato Grosso do Sul state, Brazil. Barata et al.2121. Barata RA, Silva JC, Costa RT, Fortes-Dias CL, Silva JC, Paula EV, et al. Phlebotomine sand flies in Porteirinha, an area of American visceral leishmaniasis transmission in the State of Minas Gerais, Brazil. Mem Inst Oswaldo Cruz . 2004;99(5):481-7. showed that in Porteirinha, MG, a municipality relatively close to that in the current study, climatic factors interfered with the population density of sand flies, particularly the factors of rainfall and humidity, but not temperature. Similar results were observed previously2020. Souza CM, Pessanha JE, Barata RA, Monteiro EM, Costa DC, Dias ES. Study on phlebotomine sand fly (Diptera: Psychodidae) fauna in Belo Horizonte, state of Minas Gerais, Brazil. Mem Inst Oswaldo Cruz . 2004;99(8):795-803.,2626. Dias ES, França-Silva JC, da Silva JC, Monteiro EM, de Paula KM, Gonçalves CM, et al. Sand flies (Diptera: Psychodidae) in an outbreak of cutaneous leishmaniasis in the State of Minas Gerais. Rev Soc Bras Med Trop . 2007;40(1):49-52.,4747. Michalsky EM, Fortes-Dias CL, França-Silva JC, Rocha MF, Barata RA, Dias ES. Association of Lutzomyia longipalpis (Diptera: Psychodidae) population density with climate variables in Montes Claros, an area of American visceral leishmaniasis transmission in the state of Minas Gerais, Brazil. Mem Inst Oswaldo Cruz . 2009;104(8):1191-3.. However, in the present study the sand fly density tended to increase after rainy periods, particularly after March and April 2015 and January 2016, when higher peaks of rainfall occurred and there was a consequent increase in sand fly abundance in subsequent months; this tendency was also observed in previous studies2020. Souza CM, Pessanha JE, Barata RA, Monteiro EM, Costa DC, Dias ES. Study on phlebotomine sand fly (Diptera: Psychodidae) fauna in Belo Horizonte, state of Minas Gerais, Brazil. Mem Inst Oswaldo Cruz . 2004;99(8):795-803.,2626. Dias ES, França-Silva JC, da Silva JC, Monteiro EM, de Paula KM, Gonçalves CM, et al. Sand flies (Diptera: Psychodidae) in an outbreak of cutaneous leishmaniasis in the State of Minas Gerais. Rev Soc Bras Med Trop . 2007;40(1):49-52.,4747. Michalsky EM, Fortes-Dias CL, França-Silva JC, Rocha MF, Barata RA, Dias ES. Association of Lutzomyia longipalpis (Diptera: Psychodidae) population density with climate variables in Montes Claros, an area of American visceral leishmaniasis transmission in the state of Minas Gerais, Brazil. Mem Inst Oswaldo Cruz . 2009;104(8):1191-3..
Although the correlation between abundance and climatic variables is crucial for understanding the risk dynamics in each locality, the biological plasticity of a species and different biotic and abiotic factors also explain the different results obtained in different geographic areas4848. Salomón OD, Feliciangeli MD, Quintana MG, Afonso MM, Rangel EF. Lutzomyia longipalpis urbanization and control. Mem Inst Oswaldo Cruz . 2015;110(7):831-46.. As the eco-epidemiological profile of VL and CL is complex and shows specific characteristics in each transmission area, the entomological results presented in this study improve the understanding and targeting of prevention and control measures that can be applied in the peri- and intra-domicile of the XIR villages by the responsible authorities.
Acknowledgments
We thank the residents of Xakriabá Indigenous Reserve, Minas Gerais, and Espírito Santo Special Indigenous Health District (DSEI-MG/ES), particularly the server Jeová Vitor dos Santos, Epidemiology Laboratory of the Universidade Federal de Ouro Preto (LEPI) and research group Taxonomy of Phlebotomines/Leishmaniasis Epidemiology, Diagnosis and Control of the René Rachou Institute - Fiocruz Minas (IRR). We also thank Mr. Gabriel L. F. Dias for creating the Xakriabá Indigenous Reserve map.
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13Galati EA, Nunes VL, Oshiro ET, Rego Jr FA. Nova espécie de Phlebotominae,Lutzomyia corumbaensis, sp. n. (Diptera, Psychodidae) do complexoLutzomyia cortelezzii Rev Bras Entomol. 1989;33:765-475.
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15Carvalho GM, Brazil RP, Sanguinette CC, Filho JD. Description of Evandromyia spelunca, a new phlebotomine species of the cortelezzii complex from a cave in Minas Gerais state, Brazil (Diptera: Psychodidae: Phlebotominae). Parasit Vectors. 2011;4(1):158.
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16Barata R A, Serra e Meira PC, Carvalho GM. Lutzomyia diamantinensis sp. nov., a new phlebotomine species (Diptera: Psychodidae) from a quartzite cave in Diamantina, state of Minas Gerais, Brazil. Mem Inst Osw Cruz. 2012;107(8):1006-10.
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17Andrade AJ, Galati EA. A New Species of Evandromyia (Diptera: Psychodidae: Phlebotominae) From Minas Gerais State, Brazil. J Med Entomol. 2012;49(3):445-50.
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18Queiroz MF, Varjão JR, Moraes SC, Salcedo GE. Analysis of sand flies (Diptera:Psychodidae) em Barra do Garças, State of Mato Grosso, Brazil and the influence of environmental variables on the vector density of Lutzomyia longipalpis (Lutz & Neiva, 1912). Rev Soc Bras Med Trop. 2012;45(3):313-7.
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19Michalsky EM, Fortes-Dias CL, França-Silva JC, Rocha MF, Barata RA, Dias ES. Association of Lutzomyia longipalpis (Diptera: Psychodidae) population density with climate variables in Montes Claros, an area of American visceral leishmaniasis transmission in the state of Minas Gerais, Brazil. Mem Inst Oswaldo Cruz . 2009;104(8):1191-3.
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20Souza CM, Pessanha JE, Barata RA, Monteiro EM, Costa DC, Dias ES. Study on phlebotomine sand fly (Diptera: Psychodidae) fauna in Belo Horizonte, state of Minas Gerais, Brazil. Mem Inst Oswaldo Cruz . 2004;99(8):795-803.
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21Barata RA, Silva JC, Costa RT, Fortes-Dias CL, Silva JC, Paula EV, et al. Phlebotomine sand flies in Porteirinha, an area of American visceral leishmaniasis transmission in the State of Minas Gerais, Brazil. Mem Inst Oswaldo Cruz . 2004;99(5):481-7.
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22Barata RA, França-Silva JC, Mayrink W, Silva JC, Prata A, Lorosa ES, et al. Aspects of the ecology and behaviour of phlebotomines in endemic area for visceral leishmaniasis in State of Minas Gerais. Rev Soc Bras Med Trop . 2005;38(5):421-5.
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23França-Silva JC, Barata RA, Costa RT, Monteiro EM, Machado-Coelho GL, Vieira EP, et al. Importance of Lutzomyia longipalpis in the dynamics of transmission of canine visceral leishmaniasis in the endemic area of Porteirinha Municipality, Minas Gerais, Brazil. Vet Parasitol . 2005;10;131(3-4):213-20.
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24Monteiro EM, da Silva JC, da Costa RT, Costa DC, Barata RA, de Paula EV, et al. Visceral leishmaniasis: a study on phlebotomine sand flies and canine infection in Montes Claros, State of Minas Gerais. Rev Soc Bras Med Trop . 2005;38(2):147-52.
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25Missawa NA, Dias ES. Phlebotomine sand flies (Diptera: Psychodidae) in the municipality of Várzea Grande: an area of transmission of visceral leishmaniasis in the state of Mato Grosso, Brazil. Mem Inst Oswaldo Cruz . 2007;102(8):913-8.
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26Dias ES, França-Silva JC, da Silva JC, Monteiro EM, de Paula KM, Gonçalves CM, et al. Sand flies (Diptera: Psychodidae) in an outbreak of cutaneous leishmaniasis in the State of Minas Gerais. Rev Soc Bras Med Trop . 2007;40(1):49-52.
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27Rêgo FD, Shimabukuro PH, Quaresma PF, Coelho IR, Tonelli GB, Silva KM, et al. Ecological aspects of the Phlebotominae fauna (Diptera: Psychodidae) in the Xakriabá Indigenous Reserve, Brazil. Parasit Vectors . 2014;7:220.
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28de Oliveira AG, Andrade Filho JD, Falcão AL, Brazil RP. Study of sand flies (Diptera, Psychodidae, Phlebotominae) in the urban area of Campo Grande, Mato Grosso do Sul State, Brazil, from 1999 to 2000. Cad Saude Publica. 2003;19(4):933-44.
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29Resende MC, Camargo MC, Vieira JR, Nobi RC, Porto MN, Oliveira CD, et al. Seasonal variation of Lutzomyia longipalpis in Belo Horizonte, State of Minas Gerais. Rev Soc Bras Med Trop . 2006;39(1):51-5.
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30de Almeida PS, Nascimento JC, Ferreira AD; Minzão LD, Portes F, de Miranda AM, et al. Species of phlebotomines (Diptera, Psychodidae) collected in urban municipalities with transmission of visceral leishmaniasis in Mato Grosso do Sul State, Brazil. Rev Bras entomol. 2012;54(2):304-10.
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31Domingos Mde F, Carreri-Bruno GC, Ciaravolo Rde M, Galati EA, Wanderley DM, Corrêa FM. American tegumentary leishmaniasis: Phlebotominae in an area of disease transmission, the city of Pedro de Toledo, southern region of the state of Sao Paulo, Brazil. Rev Soc Bras Med Trop . 1998;31(5):425-32.
-
32Rangel EF, Azevedo AC, Andrade CA, Souza NA, Wermelinger ED. Studies on sand fly fauna (Diptera: Psychodidae) in a foci of cutaneous leishmaniasis in mesquita, Rio de Janeiro State, Brazil. Mem Inst Oswaldo Cruz . 1990;85(1):39-45.
-
33Souza NA, Andrade-Coelho CA, Vilela ML, Peixoto AA, Rangel EF. Seasonality of Lutzomyia intermedia and Lutzomyia whitmani (Diptera: Psychodidae: Phlebotominae), occurring sympatrically in area of cutaneous leishmaniasis in the State of Rio de Janeiro, Brazil. Mem Inst Oswaldo Cruz . 2002;97(6):759-65.
-
34Killick-Kendrick R. The life-cycle of Leishmania in the sand fly with special reference to the form infective to the vertebrate host. Ann Parasitol Hum Comp. 1990;65.
-
35Lainson R, Rangel EF. Lutzomyia longipalpis and the eco-epidemiology of American visceral leishmaniasis, with particular reference to Brazil: a review. Mem Inst Oswaldo Cruz . 2005;100(8):811-27.
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36Rangel EF, Souza NA, Wermelinger ED, Azevedo AC, Barbosa AF, Andrade CA. Phlebotomus of Vargem Grande, a focus of cutaneous leishmaniasis in the State of Rio de Janeiro. Mem Inst Oswaldo Cruz . 1986;81(3):347-9.
-
37Borges BK, Silva JA, Haddad JP, Moreira EC, Magalhães DF, Ribeiro LM, et al. Animal presence and the risk for transmission of visceral leishmaniasis in Belo Horizonte, Brazil. Arq. Bras. Med. Vet. Zootec. 2009;61(5)1035-43.
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38Forattini OP. Nota sobre criadouros naturais de flebôtomos em dependências peri-domiciliares, no Estado de São Paulo. Arquivos da Faculdade de Higiene e Saúde Pública da Universidade de São Paulo, 1953;7(2):157-68.
-
39Feitosa MA, Julião GR, Costa MD, Belém B, Pessoa FA. Diversity of sand flies in domiciliary environment of Santarém, state of Pará, Brazil: species composition and abundance patterns in rural and urban areas. Acta Amaz. 2012;42(4):507-514.
-
40Rutledge LC, Ellenwood DA. Production of plebotomine sand flies on the open forest floor in Panama: The Species. Environmental Entomology 1975;4:71-77.
-
41de Aguiar GM, Soucasaux T. Ecological aspects of phlebotomus of the Parque Nacional da Serra dos Orgãos, Rio de Janeiro. I. Monthly frequency in human baits (Diptera, Psychodidae, Phlebotominae). Mem Inst Oswaldo Cruz . 1984;79(2):197-209.
-
42Gomes Ade C, Galati EA. Ecologic aspects of American tegumentary leishmaniasis. 5. Stratification of the spatial and seasonal activities of Phlebotominae (Diptera, Psychodidae) in areas of agricultural culture of the Vale do Ribeira region, State of São Paulo, Brazil. Mem Inst Oswaldo Cruz . 1987;82(4):467-73.
-
43Gomes Ade C, Rabello EX, Santos JL, Galati EA. Ecological aspects of American cutaneous leishmaniasis. I. Experimental study of the frequency of Phlebotomus in artificial ecotopes with special reference to Psychodopygus intermedius Rev Saude Publica. 1980;14(4):540-56.
-
44Salomón OD, Rossi GC, Cousiño B, Spinelli GR, Rojas de Arias A, López del Puerto DG, et al. Phlebotominae sand flies in Paraguay: abundance distribution in the Southeastern region. Mem Inst Oswaldo Cruz . 2003;98(2):185-90.
-
45Zeledón R, Murillo J, Gutierrez H. Ecology of Lutzomyia longipalpis (Lutz & Neiva, 1912) and possibilities of the existence of visceral leishmaniasis in Costa Rica. Mem Inst Oswaldo Cruz . 1984;79(4):455-9.
-
46Galati EA, Nunes VL, Dorval ME, Oshiro ET, Cristaldo G, Espíndola MA, et al. Study of the phlebotomines (Diptera, Psychodidae), in area of cutaneous leishmaniasis in the State of Mato Grosso do Sul, Brazil. Rev Saude Publica . 1996;30(2):115-28.
-
47Michalsky EM, Fortes-Dias CL, França-Silva JC, Rocha MF, Barata RA, Dias ES. Association of Lutzomyia longipalpis (Diptera: Psychodidae) population density with climate variables in Montes Claros, an area of American visceral leishmaniasis transmission in the state of Minas Gerais, Brazil. Mem Inst Oswaldo Cruz . 2009;104(8):1191-3.
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48Salomón OD, Feliciangeli MD, Quintana MG, Afonso MM, Rangel EF. Lutzomyia longipalpis urbanization and control. Mem Inst Oswaldo Cruz . 2015;110(7):831-46.
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Financial Support: National Council for Scientific and Technological Development - CNPq.
Publication Dates
-
Publication in this collection
07 Mar 2019 -
Date of issue
2019
History
-
Received
06 Nov 2018 -
Accepted
29 Jan 2019