Particle and Fibre Toxicology | |
Distributional potential of the Triatoma brasiliensis species complex at present and under scenarios of future climate conditions | |
A Townsend Peterson2  Carlos Eduardo Almeida3  L Lynnette Dornak2  Jane Costa1  | |
[1] Laboratório de Biodiversidade Entomológica, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, RJ, Brasil;Biodiversity Institute and Departments of Ecology & Evolutionary Biology and Geography, University of Kansas, Lawrence, Kansas 66045, USA;Departamento de Ciências Biológicas, Faculdade de Ciências Farmacêuticas (UNESP), Araraquara, SP, Brasil | |
关键词: Biodiversity; Ecologic niche modeling; Triatomines; Predictions; Vectors; Chagas disease; | |
Others : 806386 DOI : 10.1186/1756-3305-7-238 |
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received in 2014-03-07, accepted in 2014-05-18, 发布年份 2014 | |
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【 摘 要 】
Background
The Triatoma brasiliensis complex is a monophyletic group, comprising three species, one of which includes two subspecific taxa, distributed across 12 Brazilian states, in the caatinga and cerrado biomes. Members of the complex are diverse in terms of epidemiological importance, morphology, biology, ecology, and genetics. Triatoma b. brasiliensis is the most disease-relevant member of the complex in terms of epidemiology, extensive distribution, broad feeding preferences, broad ecological distribution, and high rates of infection with Trypanosoma cruzi; consequently, it is considered the principal vector of Chagas disease in northeastern Brazil.
Methods
We used ecological niche models to estimate potential distributions of all members of the complex, and evaluated the potential for suitable adjacent areas to be colonized; we also present first evaluations of potential for climate change-mediated distributional shifts. Models were developed using the GARP and Maxent algorithms.
Results
Models for three members of the complex (T. b. brasiliensis, N = 332; T. b. macromelasoma, N = 35; and T. juazeirensis, N = 78) had significant distributional predictivity; however, models for T. sherlocki and T. melanica, both with very small sample sizes (N = 7), did not yield predictions that performed better than random. Model projections onto future-climate scenarios indicated little broad-scale potential for change in the potential distribution of the complex through 2050.
Conclusions
This study suggests that T. b. brasiliensis is the member of the complex with the greatest distributional potential to colonize new areas: overall; however, the distribution of the complex appears relatively stable. These analyses offer key information to guide proactive monitoring and remediation activities to reduce risk of Chagas disease transmission.
【 授权许可】
2014 Costa et al.; licensee BioMed Central Ltd.
【 预 览 】
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【 参考文献 】
- [1]Schofield CJ, Kabayo JP: Trypanosomiasis vector control in Africa and Latin America. Parasit Vectors 2008, 1:24. doi:10.1186/1756-3305-1-24 BioMed Central Full Text
- [2]Hashimoto K, Schofield CJ: Elimination of Rhodnius prolixus in Central America. Parasit Vectors 2012, 22:45. doi:10.1186/1756-3305-5-45
- [3]Organization WH: World Health Report: Changing History. Geneva: World Health Organization; 2004. Available: http://www.who.int/tdr/research/ntd/chagas/en/ webcite. Accessed 28 August 2012
- [4]Lent H, Wygodzinsky P: Revision of the Triatominae (Hemiptera, Reduviidae), and their significance as vectors of Chagas disease. Bull Am Mus Nat Hist 1979, 163:123-520.
- [5]Galvão C: A checklist of the current valid species of the subfamily Triatominae Jeannel, 1919 (Hemiptera, Reduviidae) and their geographical distribution, with nomenclatural and taxonomic notes. Zootaxa 2003, 202:1-36.
- [6]Costa J, Lorenzo M: Biology, diversity and strategies for the monitoring and control of triatomines–Chagas disease vectors. Mem Inst Oswaldo Cruz 2009, 1:46-51.
- [7]Monteiro FA, Donnelly MJ, Beard CB, Costa J: Nested clade and phylogeographic analyses of the Chagas disease vector Triatoma brasiliensis in northeast Brazil. Mol Phylogenet Evol 2004, 32:46-56.
- [8]Mendonça VJ, da Silva MT, de Araújo RF, Júnior JM, Júnior MB, Almeida CE, Costa J, Graminha MA, Cicarelli RM, da Rosa JA: Phylogeny of Triatoma sherlocki (Hemiptera: Reduviidae: Triatominae) inferred from two mitochondrial genes suggests its location within the Triatoma brasiliensis complex. Am J Trop Med Hyg 2009, 81:858-864.
- [9]Costa J, Correia NC, Neiva VL, Gonçalves TCM, Felix M: Revalidation and redescription of Triatoma brasiliensis macromelasoma Galvão, 1956 and an identification key for the Triatoma brasiliensis complex (Hemiptera: Reduviidae: Triatominae). Mem Inst Oswaldo Cruz 2013, 108:785-789.
- [10]Costa J, Almeida CE, Dotson EM, Lins A, Vinhaes M, Silveira AC, Beard CB: The epidemiologic importance of Triatoma brasiliensis as a Chagas disease vector in Brazil: a revision of domiciliary captures during 1993–1999. Mem Inst Oswaldo Cruz 2003, 98:443-449.
- [11]Costa J, Freitas-Sibajev MG, Marchon-Silva V, Pires MQ, Pacheco RS: Isoenzymes detect variation in populations of Triatoma brasiliensis (Hemiptera: Reduviidae: Triatominae). Mem Inst Oswaldo Cruz 1997, 92:459-464.
- [12]Costa J, Orthrud MA, Marchon-Silva V, Almeida CE, Freitas-Sibajev MG, Panzera F: Morphological studies on the Triatoma brasiliensis Neiva, 1911 (Hemiptera, Reduviidae, Triatominae) genital structures and eggs of different chromatic forms. Mem Inst Oswaldo Cruz 1997, 92:493-498.
- [13]Costa J, de Almeida JR, Britto C, Duarte R, Marchon-Silva V, Pacheco RS: Ecotopes, natural infection and trophic resources of Triatoma brasiliensis (Hemiptera, Reduviidae, Triatominae). Mem Inst Oswaldo Cruz 1998, 93:7-13.
- [14]Costa J, Peterson AT, Beard CB: Ecologic niche modeling and differentiation of populations of Triatoma brasiliensis Neiva, 1911, the most important Chagas’ disease vector in northeastern Brazil (Hemiptera, Reduviidae, Triatominae). Am J Trop Med Hyg 2002, 67:516-520.
- [15]Costa J, Almeida CE, Dujardin JP, Beard CB: Crossing experiments detect genetic incompatibility among populations of Triatoma brasiliensis Neiva, 1911 (Heteroptera, Reduviidae, Triatominae). Mem Inst Oswaldo Cruz 2003, 98:637-639.
- [16]Almeida CE, Folly-Ramos E, Peterson AT, Lima-Neiva V, Gumiel M, Duarte R, Lima MM, Locks M, Beltrão M, Costa J: Could the bug Triatoma sherlocki be vectoring Chagas disease in small mining communities in Bahia, Brazil? Med Vet Entomol 2009, 23:410-417.
- [17]Almeida CE, Oliveira HL, Correia N, Dornak LL, Gumiel M, Neiva VL, Harry M, Mendonça VJ, Costa J, Galvão C: Dispersion capacity of Triatoma sherlocki, Triatoma juazeirensis and laboratory-bred hybrids. Acta Trop 2012, 122:71-79.
- [18]Correia N, Almeida CE, Lima-Neiva V, Gumiel M, Dornak LL, Lima MM, Medeiros LM, Mendonça VJ, da Rosa JA, Costa J: Cross-mating experiments detect reproductive compatibility between Triatoma sherlocki and other members of the Triatoma brasiliensis species complex. Acta Tropica 2013, 128:162-167.
- [19]Costa J, Peterson AT, Dujardin JP: Morphological evidence suggests homoploid hybridization as a possible mode of speciation in the Triatominae (Hemiptera, Heteroptera, Reduviidae). Infect Genet Evol 2009, 9:263-70.
- [20]Silveira A, Vinhaes M: Elimination of vector-borne transmission of Chagas disease. Mem Inst Oswaldo Cruz 1999, 1:405-411.
- [21]Borges-Pereira J, Sarquis O, Zauza PL, Britto C, Lima MM: Epidemiologia da doença de Chagas em quatro localidades rurais de Jaguaruana, estado do Ceará: soroprevalência da infecção, parasitemia e aspectos clínicos. Rev Soc Bras Med Trop 2008, 41:345-351.
- [22]Papa AR, Jurberg J, Carcavallo RU, Cerqueira RL, Barata JMS: Triatoma sherlocki sp.n. coletada na Bahia, Brasil (Hemiptera, Reduviidae, Triatominae). Entomol Vect 2002, 9:133-146.
- [23]Luitgards-Moura JF, Vargas AB, Almeida CE, Magno-Esperança G, Agapito-Souza R, Folly-Ramos E, Costa J, Tsouris P, Rosa-Freitas MG: A Triatoma maculata (Hemiptera, Reduviidae, Triatominae) population from Roraima, Amazon region, Brazil, has some bionomic characteristics of a potential Chagas disease vector. Rev Inst Med Trop Sao Paulo 2005, 47:131-137.
- [24]Luitgards-Moura JF, Borges-Pereira J, Costa J, Zauza PL, Rosa-Freitas MG: On the possibility of autochthonous Chagas disease in Roraima, Amazon region, Brazil, 2000-2001. Rev Inst Med Trop Sao Paulo 2005, 47:45-54.
- [25]Forattini OP, Ferreira OA, Silva E, Rabello EX: Aspectos ecológicos da Tripanossomíase americana: XII - Variação regional da tendência de Panstrongylus megistus à domiciliação. Rev Saude Publica 1978, 12:209-233.
- [26]Romana CA, Brunstein D, Collin-Delavaud A, Sousa O, Ortega-Barria E: Public policies of development in Latin America and Chagas’ disease. Lancet 2003, 362(9383):579.
- [27]Dias FBS, Quartier M, Diotaiuti L, Mejía G, Harry M, Lima ACL, Davidson R, Mertens F, Lucotte M, Romaña CA: Ecology of Rhodnius robustus Larrousse, 1927 (Hemiptera, Reduviidae, Triatominae) in Attalea palm trees of the Tapajós River Region (Pará State, Brazilian Amazon). Parasites & Vectors 2014, 7:154. BioMed Central Full Text
- [28]Leite GR, dos Santos CB, Falqueto A: Influence of the landscape on dispersal of sylvatic triatomines to anthropic habitats in the Atlantic Forest. J Biogeogr 2011, 38:651-663.
- [29]Ramsey JM, Ordoñez R, Cruz-Celis A, Alvear AL, Chavez V, Lopez R, Pintor JR, Gama F, Carrillo S: Distribution of domestic triatominae and stratification of Chagas disease transmission in Oaxaca, Mexico. Med Vet Entomol 2000, 14:19-30.
- [30]Zeledón R, Ugalde JA, Paniagua LA: Entomological and ecological aspects of six sylvatic species of triatomines (Hemiptera, Reduviidae) from the collection of the National Biodiversity Institute of Costa Rica, Central America. Mem Inst Oswaldo Cruz 2001, 96:757-764.
- [31]Galvão C, Jurberg J, Carcavallo RU, Segura CAM, Girón IG, Casas SIC: Distribuição geográfica e dispersão alti-latitudinal de alguns gêneros e espécies da tribo Triatomini Jeannel, 1919 (Hemiptera, Reduviidae, Triatominae). Mem Inst Oswaldo Cruz 1998, 93:33-38.
- [32]de Casas SI C, Carcavallo RU, Mena Segura CA, Galíndez Girón I: Bioclimatic factors of Triatominae distribution: useful techniques for studies on climate change. Entomol Vect 1994, 1:51-67.
- [33]Costa J, Peterson AT: Ecological niche modeling as a tool for understanding distributions and interactions of vectors, hosts, and etiologic agents of Chagas disease. Adv Exp Med Biol 2012, 710:59-70.
- [34]Diniz-Filho JAF, Ceccarelli S, Hasperué W, Rabinovich J: Geographical patterns of Triatominae (Heteroptera: Reduviidae) richness and distribution in the Western Hemisphere. Insect Conservation and Diversity 2013. doi:10.1111/icad.12025
- [35]Peterson AT, Sanchez-Cordero V, Beard CB, Ramsey JM: Ecologic niche modeling and potential reservoirs for Chagas disease, Mexico. Emerg Infect Dis 2002, 8:662-667.
- [36]Sandoval-Ruiz CA, Zumaquero-Rios JL, Rojas-Soto OR: Predicting geographic and ecological distributions of triatomine species in the southern Mexican state of Puebla using ecological niche modeling. J Med Entomol 2008, 45:540-546.
- [37]Gurgel-Gonçalves R, Galvão C, Costa J, Peterson AT: Geographic distribution of Chagas disease vectors in Brazil based on ecological niche modeling. J Trop Med 2012. doi:10.1155/2012/705326
- [38]Hannah L, Midgley GF, Hughes G, Bomhard B: The view from the Cape: extinction risk, protected areas and climate change. BioScience 2005, 55:231-42.
- [39]Parmesan C, Yohe G: A globally coherent fingerprint of climate change impacts across natural systems. Nature 2003, 421:37-42.
- [40]Epstein PR, Ferber D: Changing planet, changing health: how the climate crisis threatens our health and what we can do about it. Berkeley: University of California Press; 2011:355.
- [41]Reiter P: Climate change and mosquito-borne disease. Environ Health Perspect 2001, 1:141-161.
- [42]Chaves LF, Koenraadt CJ: Climate change and highland malaria: fresh air for a hot debate. Q Rev Biol 2010, 85:27-55.
- [43]Botkin D, Saxe H, Sobel M, Stockwell D: Forecasting the effects of global warming on biodiversity. BioScience 2007, 57:227-236.
- [44]Galvão AB: Triatoma brasiliensis macromelasoma n. subsp. (Reduviidade, Hemíptera). Rev Bras Malariol Doenças Trop 1956, 7:455-457.
- [45]Costa J, Argolo AM, Felix M: Redescription of Triatoma melanica Neiva & Lent, 1941, new status (Hemiptera: Reduviidae: Triatominae). Zootaxa 2006, 1385:47-58.
- [46]Costa J, Felix M: Triatoma juazeirensis sp. nov. from the state of Bahia, northeastern Brazil (Hemiptera: Reduviidae: Triatominae). Mem Inst Oswaldo Cruz 2007, 102:87-90.
- [47]Saupe EE, Barve V, Myers CE, Soberón J, Barve N, Hensz CM, Peterson AT, Owens HL, Lira-Noriega A: Variation in niche and distribution model performance: the need for a priori assessment of key causal factors. Ecol Modell 2012, 237–238:11-22.
- [48]Hijmans RJ, Cameron SE, Parra JL, Jones PG, Jarvis A: Very high resolution interpolated climate surfaces for global land areas. Int J Climatol 2005, 25:1965-1978.
- [49]Jiménez-Valverde A, Nakazawa Y, Lira-Noriega A, Peterson AT: Environmental correlation structure and ecological niche model projections. Biodiversity Informatics 2009, 6:28-35.
- [50]Barve N, Barve V, Jiménez-Valverde A, Lira-Noriega A, Maher SP, Peterson AT, Soberón J, Villalobos F: The crucial role of the accessible area in ecological niche modeling and species distribution modeling. Ecol Mod 2011, 222:1810-1819.
- [51]Stockwell DRB, Noble IR: Induction of sets of rules from animal distribution data: a robust and informative method of analysis. Math Comp Simul 1992, 33:385-90.
- [52]Pearson RG, Raxworthy C, Nakamura M, Peterson AT: Predicting species’ distributions from small numbers of occurrence records: a test case using cryptic geckos in Madagascar. J Biogeography 2007, 34:102-117.
- [53]Pearson RG, Thuiller W, Araújo MB, Martinez-Meyer E, Brotons L, McClean C, Miles L, Segurado P, Dawson TP, Lees DC: Model-based uncertainty in species range prediction. J Biogeography 2006, 33:1704-1711.
- [54]Phillips S, Anderson R, Schapire R: Maximum entropy modeling of species geographic distributions. Ecol Mod 2006, 190:231-259.
- [55]Peterson AT, Soberón J, Pearson RG, Anderson RP, Martínez-Meyer E, Nakamura M, Araújo MB: Ecological Niches and Geographic Distributions (MPB-49). Princeton: Princeton University Press; 2011:336.
- [56]Stockwell SDRB, Peters D: The GARP modeling system: problems and solutions to automated spatial prediction. Int J Geogr Inf Sci 1999, 13:143-158.
- [57]Anderson RP, Lew D, Peterson AT: Evaluating predictive models of species’ distributions: criteria for selecting optimal models. Ecol Mod 2003, 162:211-232.
- [58]Phillips SJ, Dudík M: Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation. Ecography 2008, 31:161-175.
- [59]Peterson AT, Papes M, Eaton M: Transferability and model evaluation in ecological niche modeling: a comparison of GARP and Maxent. Ecography 2007, 30:550-560.
- [60]Lobo JM, Jiménez-Valverde A, Real R: AUC: a misleading measure of the performance of predictive distribution models. Global Ecol Biogeogr 2008, 17:145-151.
- [61]Elith J, Graham CH, Anderson RP, Dudík M, Ferrier S, Guisan A, Hijmans RJ, Huettmann F, Leathwick JR, Lehmann A, Li J, Lohmann LG, Loiselle BA, Manion G, Moritz C, Nakamura M, Nakazawa Y, Overton JMcC M, Peterson AT, J Phillips S, Richardson K, Scachetti-Pereira R, Schapire RE, Soberón J, Williams S, Wisz MS, Zimmermann NE: Novel methods improve prediction of species’ distributions from occurrence data. Ecography 2006, 29:129-151.
- [62]Peterson AT, Papeş M, Soberón J: Rethinking receiver operating characteristic analysis applications in ecological niche modeling. Ecol Mod 2008, 213:63-72.
- [63]Fielding AH, Bell JF: A review of methods for the assessment of prediction errors in conservation presence/absence models. Environ Conserv 1997, 24:38-49.
- [64]Pearson RG, Raxworthy CJ, Nakamura M, Peterson AT: Predicting species distributions from small numbers of occurrence records: a test case using cryptic geckos in Madagascar. J Biogeogr 2007, 34:102-117.
- [65]Neiva VL, Gumiel M, Lima MM, Gonçalves TCM, Provance DW, Almeida CE, Costa J: Deposition, incubation period and hatching of eggs from Triatoma juazeirensis Costa & Felix and Triatoma sherlocki Papa, Jurberg, Carcavallo, Cerqueira & Barata (Hemiptera: Reduviidae) under laboratory conditions. EntomoBrasilis 2012, 5:130-136.
- [66]Alencar JE: História natural da doença de Chagas no estado do Ceará. Fortaleza. Imprensa Universitária da Universidade Federal do Ceará 1987, 341.
- [67]Rabinovich JE, Kitron UD, Obed Y, Yoshioka M, Gottdenker N, Chaves LF: Ecological patterns of blood-feeding by kissing-bugs (Hemiptera: Reduviidae: Triatominae). Mem Inst Oswaldo Cruz 2011, 106:479-494.
- [68]Siqueira MF, Peterson AT: Consequences of global climate change for geographic distributions of cerrado tree species. Biota Neotrop 2003, 3:2.
- [69]Rabinovich JE: Vital statistics of Triatominae (Hemiptera: Reduviidae) under laboratory conditions. I. Triatoma infestans Klug. J Med Entomol 1972, 9:351-370.
- [70]Hack W: Estudios sobre biología del Triatoma infestans (Klug, 1834) (Hemiptera, Reduviidae). An Inst Med Regional 1955, 4:125-147.
- [71]Dobson A, Jolly A, Rubenstein D: The greenhouse effect and biological diversity. Trends Ecol Evol 1989, 4:64-68.
- [72]Lucena DT: Evolução do Triatoma brasiliensis Neiva, 1911, no laboratório. Rev Bras Biol 1960, 20:295-302.
- [73]Perondini ALP, Costa MC, Brasileiro VLF: Biologia do Triatoma brasiliensis. II observações sobre a autogenia . Rev Saúde Públ 1975, 9:363-70.
- [74]Juarez E, Silva EP: Comportamento do Triatoma sordida em condições de laboratório. Rev Saúde Pública 1982, 3:1-36.
- [75]Silva IG: Influência da temperatura na biologia de triatomíneos. I. Triatoma rubrovaria (Blanchad, 1843) (Hemiptera, Reduviidae). Rev Goiana Med 1985, 31:1-37.
- [76]Almeida CE, Francischetti CN, Pacheco RS, Costa J: Triatoma rubrovaria (Blanchard, 1843) (Hemiptera-Reduviidae-Triatominae) III: patterns of feeding, defecation and resistance to starvation. Mem Inst Oswaldo Cruz 2003, 98:367-372.
- [77]Almeida CE, Folly-Ramos E, Agapito-Souza R, Magno-Esperança G, Pacheco RS, Costa J: Triatoma rubrovaria (Blanchard, 1843) (Hemiptera-Reduviidae-Triatominae) IV: bionomic aspects on the vector capacity of nymphs. Mem Inst Oswaldo Cruz 2005, 100:231-235.
- [78]Aragão MB: Sobre a dispersão do Triatoma infestans. Rev Soc Bras Med Trop 1971, 5:183-91.
- [79]Forattini OP: Biogeografia, origem e distribuição da domiciliação de triatomíneos no Brasil. Rev Saúde Pública 1980, 14:265-299.