Literature DB >> 25793193

Phlebotomine sand fly fauna and leishmania infection in the vicinity of the Serra do Cipó National Park, a natural Brazilian heritage site.

Rosana Silva Lana1, Érika Monteiro Michalsky1, Consuelo Latorre Fortes-Dias2, João Carlos França-Silva3, Fabiana de Oliveira Lara-Silva1, Ana Cristina Vianna Mariano da Rocha Lima1, Daniel Moreira de Avelar1, Juliana Cristina Dias Martins4, Edelberto Santos Dias1.   

Abstract

In the New World, the leishmaniases are primarily transmitted to humans through the bites of Leishmania-infected Lutzomyia (Diptera: Psychodidae) phlebotomine sand flies. Any or both of two basic clinical forms of these diseases are endemic to several cities in Brazil--the American cutaneous leishmaniasis (ACL) and the American visceral leishmaniasis (AVL). The present study was conducted in the urban area of a small-sized Brazilian municipality (Jaboticatubas), in which three cases of AVL and nine of ACL have been reported in the last five years. Jaboticatubas is an important tourism hub, as it includes a major part of the Serra do Cipó National Park. Currently, no local data is available on the entomological fauna or circulating Leishmania. During the one-year period of this study, we captured 3,104 phlebotomine sand flies belonging to sixteen Lutzomyia species. In addition to identifying incriminated or suspected vectors of ACL with DNA of the etiological agent of AVL and vice versa, we also detected Leishmania DNA in unexpected Lutzomyia species. The expressive presence of vectors and natural Leishmania infection indicates favorable conditions for the spreading of leishmaniases in the vicinity of the Serra do Cipó National Park.

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Year:  2015        PMID: 25793193      PMCID: PMC4352511          DOI: 10.1155/2015/385493

Source DB:  PubMed          Journal:  Biomed Res Int            Impact factor:   3.411


1. Introduction

Leishmaniases are a complex of parasitic diseases caused by flagellated protozoa belonging to genus Leishmania Ross, 1903. About 310 million individuals are at risk of contracting any of the various clinical forms of leishmaniasis, and some 2 million new cases occur yearly [1]. In the New World, the leishmaniases are primarily transmitted to humans through the bites of Lutzomyia (Diptera: Psychodidae) phlebotomine sand flies [2]. Two basic clinical forms of leishmaniases are known—the American cutaneous leishmaniasis (ACL) and the American visceral leishmaniasis (AVL). Each form has different Leishmania species as etiological agents and distinct Lutzomyia species as transmitting vectors. Only the phlebotomine females play a role in the infection process due to their bloodsucking feeding habits. Leishmania (Viannia) braziliensis, Le. (V.) guyanensis, and Le. (Leishmania) amazonensis are the most important causative agents of ACL [3]. A number of phlebotomine sand fly species have been incriminated as ACL vectors, including Lutzomyia (Nyssomyia) intermedia (Lutz & Neiva, 1912), Lu. migonei (França, 1920), Lu. (N.) whitmani (Antunes & Coutinho, 1939), Lu. (Pintomyia) fisheri (Pinto, 1926), Lu. (P.) pessoai (Coutinho & Barreto, 1940), and Lu. (N.) flaviscutellata (Mangabeira, 1942) [4]. Leishmania (Leishmania) infantum (syn. Le. chagasi) is recognized as etiological agent of AVL [5]. In Brazil, two Lutzomyia species are involved in AVL transmission—Lutzomyia longipalpis (Lutz & Neivai, 1912) as the primary and Lu. cruzi (Mangabeira, 1938) as the secondary vector [6]. Between 2009 and 2013, about 113,600 and 18,000 new cases of ACL and AVL, respectively, were compulsorily reported to the Brazilian Ministry of Health [7]. In large- and medium-sized cities, public health services have been put in place, providing the necessary logistic support to epidemiological studies and control actions. In smaller towns, however, this support is incipient. The present study was developed in Jaboticatubas, a small-sized municipality and an important tourism hub located in the Brazilian state of Minas Gerais. The municipality includes about 65% of the area of the Serra do Cipó National Park, an important natural Brazilian heritage site. This park is known for its rich and diversified flora and fauna, tracking trails, waterfalls, and archaeological sites with cave paintings. As it attracts hundreds of visitors every year, it is an important economic asset. In the 2009–2013 period, three human cases of AVL and nine cases of ACL were reported in Jaboticatubas [7]. Presently, the transmission potential in the region is unknown. Therefore, the aim of this work was to survey the local presence of possible phlebotomine sand fly vectors and of etiological agents of leishmaniases. To our knowledge, this is the first entomological study developed in Jaboticatubas and in Serra do Cipó National Park surroundings.

2. Material and Methods

2.1. Study Area

Jaboticatubas (19°30′49′′S, 43°44′42′′W) is located at the Serra do Espinhaço, in Southeastern Brazil. The municipality extends across a 1,114.1 km2 area, at an average altitude of 772 m. According to the latest survey, it had a population of 17,134 inhabitants, which is equivalent to 15.4 inhabitants/km2 [8]. The climate is tropical, characterized by cool summers and a well-defined dry season. This mountainous region is rich in quartzite rocks and outcrops of limestone, with predominance of sandy soil with rock fields, covered by riparian forest and savannah vegetation [9].

2.2. Entomological Survey

The entomological captures that yielded data for the subsequent analyses were performed from May 2012 to April 2013, using HP light traps [10] placed in the peridomicile of ten houses in the urban area of Jaboticatubas. The trapping sites were labeled from A to J (Figure 1). The houses included in the study were selected based on the environmental conditions that favor the rearing of phlebotomine sand flies—such as shadowed areas, presence of domestic animals, and fruit trees—and previous reports of canine cases of leishmaniases in the neighborhood. The residents of the selected houses were informed of the project objectives and voluntarily signed a statement of informed consent prior to commencing the entomological captures. The trapping sites were georeferenced using a GARMIM-ETREX GPS.
Figure 1

Spatial distribution of the entomological trapping sites in the urban area of Jaboticatubas (Minas Gerais state, Brazil). The study was conducted between May 2012 and April 2013.

The captures took place from 6:00 pm to 8:00 am, on three consecutive nights, always in the first week of each month. All captured male phlebotomine specimens were preserved in 70% ethanol and taken to the laboratory for species identification, while the females were placed in microtubes containing 6% DMSO and stored at −20°C until being required. For species identification, the head and the last three abdominal segments of every female were removed and slide-mounted with Berlese liquid. The remaining body parts were pooled and used for DNA extraction. The males were also slide-mounted with Berlese liquid. We identified the phlebotomine sand flies of both genders using specific descriptions and taxonomic keys, as described by Young and Duncan [11]. Specimens that could not be identified due to missing or incomplete characters were considered Lutzomyia spp. Lu. sallesi and Lu. cortelezzii were considered cortelezzii complex, owing to the morphological similarity of their females [12]. Due to their high morphological resemblance, taxonomic identification of Brumptomyia females stopped at the genus level.

2.3. Climate Data

The monthly average maximum temperature (°C), total rainfall (mm), and relative humidity (%) data were sourced from the nearest meteorological station (fifth district of the Brazilian Institute of Meteorology, Belo Horizonte, MG). We employed the Spearman correlation analysis to evaluate the influence of climate variables on the population density of phlebotomine sand flies, using the Prism 6 software (GraphPad Inc., USA) with a 5% significance level. The results were expressed as the simple Spearman correlation coefficient (rs) for each pair of variables.

2.4. DNA Extraction from Phlebotomine Sand Flies

We extracted the total DNA from phlebotomine sand fly females using the Cell and Tissue Genomic Prep kit (GE Healthcare), after combining in a single pooled sample up to ten specimens of the same species, captured in the same month at the same capture site. Each DNA sample was identified by a number followed by the Lutzomyia species it was extracted from. The reliability of the DNA extraction was ensured by the amplification with genus-specific primers for Lutzomyia (5Llcac 5′ GTG GCC GAA CAT AAT GTT AG 3′ and 3Llcac 5′ CCA CGA ACA AGT TCA ACA TC 3′) in the cacophony IVS6 region, as described by other authors [13].

2.5. Nested PCR for Leishmania (LnPCR)

The test for the presence of Leishmania DNA in the phlebotomine sand flies was carried out by Leishmania nested PCR (LnPCR), specifically targeting the SSUrRNA gene [14-16]. Briefly, total DNA extracted from phlebotomine sand flies was first amplified with specific primers for the order Kinetoplastida but not exclusively for Leishmania. The resulting product of 603 bp was used as a template in the second PCR amplification in the presence of Leishmania-specific primers. Positive samples for Leishmania DNA showed a 353 bp fragment that was visualized under UV light after electrophoresis on 2% agarose gel and ethidium bromide staining. Negative (no DNA) and positive—DNA extracted from Le. infantum (MHOM/BR74/PP75)—controls were run in parallel.

2.6. Leishmania Species Identification and Phylogenetic Tree

The fragments amplified by LnPCR were purified from agarose gels using a commercial kit (QIAquick Gel Extraction Kit, QIAGEN) and submitted to DNA sequencing, in both directions, using an appropriate kit (BigDye Terminator v3.1 Cycle) and the Megabace analyzer (GE HealthCare). Sequence editions and alignments against Leishmania DNA sequences [Le. braziliensis (M80292.1), Le. amazonensis (M80293.1), and Le. chagasi (M81430.1)] deposited in the GenBank database were performed using BioEdit tools (http://www.mbio.ncsu.edu/bioedit/bioedit.html) and the MacVector v. 11.0.2 software (MacVector Inc., Informax Inc., USA). A consensus phylogenetic tree was constructed for Leishmania in the infected Lutzomyia phlebotomine sand flies using the distance-based unweighted pair group method with arithmetic mean (UPMGA). The analysis was performed with default parameters [bootstrap of 1,000 replicates, systematic tie breaking, Kimura 2-parameter, gamma correction off, estimate transversion ratio (Av. = 0.000), and proportionally distributed gaps] of the MacVector v. 11.0.2 software (MacVector Inc., Informax Inc., USA).

2.7. Minimum Infection Rates by Leishmania in the Phlebotomine Sand Flies

The minimum infection rates (MIR) by Leishmania in the captured phlebotomine sand flies were calculated as the ratio of the number of positive pools of each sand fly species and the number of specimens in that pool, multiplied by 100 [17].

3. Results

3.1. Phlebotomine Sand Fly Survey

During the 12-month period included in the study, we captured 3,104 phlebotomine sand flies belonging to two genera, Brumptomyia and Lutzomyia (Table 1), with the overall male/female ratio of 2.3. Among the sixteen different species belonging to Lutzomyia genus, six are incriminated vectors of leishmaniases, namely, Lu. fischeri, Lu. intermedia, Lu. migonei, Lu. pessoai, and Lu. whitmani (as vectors of ACL) and Lu. longipalpis (vector of AVL) (Table 1). Three of the ten entomological trapping sites—D, G, and J—comprised about 86% of the total number of phlebotomine sand flies captured (Table 2). In addition, at these sites, at least one incriminated vector of leishmaniases as dominant species was observed (Figure 2).
Table 1

Phlebotomine sand flies captured in the municipality of Jaboticatubas, in the Brazilian state of Minas Gerais, during the May 2012–April 2013 study period, using HP-like light traps. The proven or incriminated vectors of leishmaniases are marked with *.

SpeciesNumber of specimensRelative percentage
MalesFemalesBoth genders
Brumptomyia sp.0220.1
cortelezzii complex761051815.8
Lutzomyia aragaoi 1120.1
Lu.evandroi 0110.0
Lu. fischeri * 1120.1
Lu. intermedia * 3767745314.6
Lu. lenti 48226074223.9
Lu. lloydi 0110.0
Lu. longipalpis * 197502478.0
Lu. lutziana 2460.2
Lu. migonei * 315361.2
Lu. pessoai * 194762708.7
Lu. quinquefer 1010.0
Lu. renei 0220.1
Lu. sordellii 428321.0
Lu. termitophila 1780.3
Lu. whitmani * 7852641,04933.8
Lutzomyia spp.1257692.2

TotalNumber2,1639413,104
%69.730.3100.0
Table 2

Number of phlebotomine sand flies captured monthly, using HP light traps, in Jaboticatubas, in the Brazilian state of Minas Gerais, during the May 2012–April 2013 study period.

YearMonthNumber of specimens per trapping site
DGJOthersTotal%
2012May2513316752.4
June5512115923.0
July125544131244.0
August21181616712.3
September20875121244.0
October1114822402217.1
November70355308854317.5
December238256529951,11836.0

2013January76151411605.2
February60196292317.4
March311569462337.5
April112139411123.6

Total4291,1801,0534423,104100.0
Figure 2

Distribution of vector species of leishmaniases according to entomological trapping sites in Jaboticatubas (Minas Gerais state, Brazil), between May 2012 and April 2013.

3.2. Seasonal Variation Is the Phlebotomine Sand Fly Population

A positive correlation was found between the phlebotomine population density and the climate variables with correlation coefficients (rs) of 0.6719 for rainfall, 0.8792 for temperature, and 0.2035 for humidity. The correlation was statistically significant only for rainfall and temperature with P values of 0.0194 and 0.0003, respectively. It is important to note the expressive increase in the population density during the short rainy season (November 2012−January 2013), accounting for 59% of the total number of specimens captured. As can be seen in Figure 3, a marked population increase occurred between two rainfall peaks.
Figure 3

Influence of rainfall (black bars) on the population density of phlebotomine sand flies (grey bars) in the municipality of Jaboticatubas, Minas Gerais state, Brazil. The study was conducted between May 2012 and April 2013.

3.3. Detection of Leishmania DNA in Phlebotomine Sand Flies

The DNA tests were performed on 249 species-specific pooled samples of Lutzomyia females, aiming to identify presence of the Lutzomyia cacophony gene. The expected 220 bp fragment was present in all samples (data not shown), confirming the reliability of the DNA extraction from the phlebotomine sand flies. The 353 bp fragment characteristic of Leishmania genus was detected in 32 of the aforementioned 249 pooled samples of Lutzomyia (Table 3), with an overall MIR of 3.4%. Infected Lutzomyia specimens were captured from every trapping site (data not shown).
Table 3

Lutzomyia species carrying Leishmania DNA captured in Jaboticatubas (MG, Brazil). Suspected or incriminated vectors of leishmaniases are marked with *. Infecting Leishmania species were determined by nested PCR (LnPCR). Le.infantum and Le.braziliensis are etiological agents of the American visceral (AVL) and of the American cutaneous (ACL) leishmaniases, respectively. Study period: May 2012–April 2013.

Lutzomyia species Leishmania DNA identification
Le. infantum Le. braziliensis Leishmania sp.Total
cortelezzii complex18211
Lu. intermedia * 0202
Lu. lenti 1214
Lu. longipalpis * 1416
Lu. migonei * 0011
Lu. pessoai * 0314
Lu. sordellii 0101
Lu. whitmani * 1113

Total421732

3.4. Specific Determination of the Infecting Leishmania in Lutzomyia Sand Flies

The nucleotide (nt) sequences of the 353 bp Leishmania fragments in the infected Lutzomyia phlebotomine sand flies were compatible with either Le. infantum or Le. braziliensis. Le. amazonensis was not detected in our samples. The alignment region containing the discriminating nucleotide mutations for the two Leishmania species is shown in the Supplementary Table available online at http://dx.doi.org/10.1155/2015/385493. A phylogenetic tree generated two clusters corresponding to Le. infantum- and Le. braziliensis-infected Lutzomyia samples (Figure 4). The infecting Leishmania species was successfully determined in 28 of the 32 samples of Lutzomyia (Table 3).
Figure 4

Phylogenetic tree (UPGMA) of Leishmania DNA identified in Lutzomyia phlebotomine sand flies captured in Jaboticatubas, state of Minas Gerais, Brazil. The bootstrap values are indicated on the branches. References: Le. chagasi M81430.1 and Le. braziliensis M80292.1. Test samples are identified by numbers followed by the Lutzomyia species carrying the Leishmania DNA. Study period: May 2012 to April 2013.

Le. braziliensis, an etiological agent of ACL, was detected in eight Lutzomyia species, namely, Lu. intermedia, Lu. pessoai, Lu. whitmani, Lu. longipalpis, cortelezzii complex, Lu. lenti, and Lu. sordellii. However, only the first three species are incriminated vectors of ACL, whereas Lu. longipalpis is vector of AVL. On the other hand, the causative agent of AVL—Le. infantum—was present not only in Lu. longipalpis, the proven vector of AVL, but also in the cortelezzii complex, Lu. lenti, Lu. longipalpis, Lu. migonei, Lu. pessoai, and Lu. whitmani.

4. Discussion

During the one-year study in Jaboticatubas, we captured an expressive number of Lutzomyia phlebotomine sand flies, belonging to sixteen different species. In accordance with the findings of several studies previously conducted in other Brazilian areas, the overall population density of Lutzomyia tended to increase significantly with rainfall and temperature, with most of the specimens captured during the short rainy season [18-28]. This profile may favor the planning of insect control actions. Six incriminated vectors of leishmaniases were present, namely, Lu. fischeri, Lu. intermedia, Lu. migonei, Lu. pessoai, and Lu. whitmani (known vectors of ACL) and Lu. longipalpis (vector of AVL). Lu. whitmani was the most abundant species, accounting for 1/3 of the total number of the specimens captured in our study. This is a widely distributed species in both rural and urban areas and is amongst the most important vectors of ACL in Brazil [4, 29–35]. We found evidence that Lu. whitmani is separately infected by etiological vectors of both ACL and AVL, that is, Le. braziliensis and Le. infantum, respectively, in line with previous reports [4, 36, 37]. The second most numerous species in Jaboticatubas was Lu. lenti. This species has been commonly observed in savannah areas, where domestic animals, poultry in particular, are present in large numbers [38]. Although Lu. lenti appeared refractory to experimental Leishmania infection [39], natural infection lacking specific Leishmania identification has been reported by other authors [40]. We found Lu. lenti separately infected by Le. infantum and by Le. braziliensis. Lu. intermedia is an important vector of ACL in the Southeast of Brazil [41-44] and, in this study, it was captured at a representative proportion (14.8%). The species is well adapted to various habitats, from forested to fully human-modified environments, particularly in areas where deforestation is gradually changing the epidemiological profile [4], as is the case in Jaboticatubas. Lu. pessoai, another frequent species in our captures (8.1%), was suspected to be involved in ACL transmission in the 40s [45, 46]. Although this hypothesis was not subsequently confirmed, we found Le. braziliensis DNA in that species. Specimens belonging to the cortelezzii complex, which are not amongst the incriminated leishmaniases vectors, were found to be separately infected by Le. braziliensis and Le. infantum. This is in accordance with previous reports in Brazil and Argentina [37, 47–49]. In addition to the most frequent Lutzomyia species discussed above, we also captured Lu. evandroi, Lu. quinquefer, Lu. migonei, Lu. fischeri, and Lu. sordellii—albeit in smaller numbers. Lu. migonei has been associated with ACL incidence in the Brazilian state of São Paulo [42] and some authors suggested that it could act as a secondary vector in the transmission of AVL, particularly in areas where Lu. longipalpis is absent [50-53]. Unfortunately, we were unable to determine the infecting Leishmania DNA, at specific level, in Lu. migonei. Lu. fischeri is suspected as a secondary vector of ACL due to its high level of anthropophily and abundance in deforested areas, where sporadic cases of ACL have been reported [50]. However, there are no present or previous reports of natural Leishmania infection in that species. In a previous study on spatial distribution of sand flies in the Brazilian state of Pernambuco, Lu. sordellii was found almost exclusively in forested areas [54]. In the past, Lu. sordellii was included in a group characterized by preferential feeding on cold-blooded animals, comprising Lu. quinquefer, among others [38]. Nevertheless, Lu. quinquefer was previously reported to be naturally infected by Leishmania sp. in Argentina [55] and, in the present study, Lu. sordellii infected by Le. braziliensis was identified. Lutzomyia carrying Leishmania DNA were captured at every trapping site, indicating the wide distribution of the vector species throughout the urban area of Jaboticatubas. In three trapping sites (D, G, and J), the greatest population densities of Lutzomyia were recorded, with dominance of at least one leishmaniases vector. Lu. intermedia and Lu. whitmani were dominant in less-modified sites situated at the periphery of the urban area (G and J), whereas Lu. longipalpis was dominant at the center of Jaboticatubas, which is more urbanized (trapping site D). Although Lu. longipalpis was captured at much lower percentages than previously reported for other cities (72–92%) [22, 27, 28], the species dominance presently observed is compatible with the known adaptation of Lu. longipalpis to peridomiciles in human-modified areas. In addition to Le. infantum (AVL agent), we also captured Lu. longipalpis that was separately infected by Le. braziliensis (ACL agent). Phylogenetic analysis revealed the clustering of the two circulating Leishmania, independently of the carrying Lutzomyia species. The finding of incriminated or suspected vectors of ACL with DNA of the etiological agent of AVL, and vice versa, suggests permissivity of some phlebotomine sand fly species to the infection by different Leishmania species. Furthermore, Leishmania DNA was identified in unexpected Lutzomyia species. Clearly, further studies are required to elucidate the vectorial competence of unsuspected phlebotomine sand flies species as well as the cross-infection of ACL/AVL vectors and parasites. Leishmania DNA findings do not imply that the infected Lutzomyia might play a role in leishmaniases transmission. According to Killick-Kendrick [56], four criteria must be fulfilled before incriminating any given species as vector of a zoonotic disease: (1) feeding on humans and on the animal reservoir, (2) providing support for the parasites after ingestion and expulsion of the infected blood meal, (3) displaying parasites indistinguishable from those isolated from patients, and (4) having the ability to transmit the parasite by biting. The overall MIR in Jaboticatubas is comparable to those reported for endemic areas of leishmaniases [57, 58]. Moreover, the abundance and diversity of Lutzomyia species associated with the presence of infection by Le. braziliensis or Le. infantum indicate favorable conditions for the spreading of both ACL and AVL in an important tourism hub of Brazil. The presence of Leishmania DNA in unexpected Lutzomyia species and the cross-infection of etiological agent and vectors of AVL and ACL are a public health concern that deserves immediate attention. Further studies are needed on phlebotomine sand flies and Leishmania infection for a better understanding of the transmission cycle of leishmaniases in Jaboticatubas. Nevertheless, based on the population density of Lutzomyia and on the proved presence of etiological agents of leishmaniases, this tourism hub deserves special consideration, as timely and effective action may prevent spreading of these diseases to an even greater number of individuals. Multiple nucleotide alignment of Leishmania DNA carried by Lutzomyia captured in Jaboticatubas, state of Minas Gerais, Brazil. The discriminating mutations for the Leishmania species (at positions 38, 59 and 62) are marked with black arrows. Reference strains: Le. chagasi M81430.1 and Le. braziliensis M80292.1. Test samples are identified by numbers followed by the Lutzomyia species carrying the Leishmania DNA. Study period: May 2012−April 2013.
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Authors:  Adelson Alcimar Almeida de Souza; Iorlando da Rocha Barata; Maria das Graças Soares Silva; José Aprígio Nunes Lima; Yara Lúcia Lins Jennings; Edna Aoba Yassui Ishikawa; Ghislaine Prévot; Marine Ginouves; Fernando Tobias Silveira; Jeffrey Shaw; Thiago Vasconcelos Dos Santos
Journal:  Parasite       Date:  2017-05-15       Impact factor: 3.000

5.  Experimental infections and co-infections with Leishmania braziliensis and Leishmania infantum in two sand fly species, Lutzomyia migonei and Lutzomyia longipalpis.

Authors:  Joanna Alexandre; Jovana Sadlova; Tereza Lestinova; Barbora Vojtkova; Magda Jancarova; Lucie Podesvova; Vyacheslav Yurchenko; Filipe Dantas-Torres; Sinval P Brandão-Filho; Petr Volf
Journal:  Sci Rep       Date:  2020-02-27       Impact factor: 4.379

6.  Sand fly behavior: much more than weak-flying.

Authors:  Gabriel Barbosa Tonelli; Camila Binder; Carina Margonari; José Dilermando Andrade Filho
Journal:  Mem Inst Oswaldo Cruz       Date:  2021-11-19       Impact factor: 2.743

7.  Abundance of Lutzomyia longipalpis in urban households as risk factor of transmission of visceral leishmaniasis.

Authors:  Elisa Neves Vianna; Maria Helena Franco Morais; Andréa Sobral de Almeida; Paulo Chagastelles Sabroza; Ilka Afonso Reis; Edelberto Santos Dias; Mariângela Carneiro
Journal:  Mem Inst Oswaldo Cruz       Date:  2016-05       Impact factor: 2.743

8.  Aspects of the ecology of phlebotomine sand flies (Diptera: Psychodidae) in the Private Natural Heritage Reserve Sanctuary Caraça.

Authors:  Gabriel Barbosa Tonelli; Aline Tanure; Felipe Dutra Rêgo; Gustavo Mayr de Lima Carvalho; Taynãna César Simões; José Dilermando Andrade Filho
Journal:  PLoS One       Date:  2017-06-01       Impact factor: 3.240

9.  Ecoepidemiological aspects of visceral leishmaniasis in an endemic area in the Steel Valley in Brazil: An ecological approach with spatial analysis.

Authors:  Rosana S Lana; Érika M Michalsky; Lívia O Lopes; Fabiana O Lara-Silva; Jeiza L Nascimento; Letícia C Pinheiro; João C França-Silva; Telma S C Mendes; Consuelo L Fortes-Dias; Edelberto S Dias
Journal:  PLoS One       Date:  2018-10-30       Impact factor: 3.240

  9 in total

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