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Genetic divergence of a newly documented population of the cecidogenous micromoth Eugnosta azapaensis Vargas & Moreira (Lepidoptera: Tortricidae) in the Atacama Desert of northern Chile

Abstract

Eugnosta azapaensis Vargas and Moreira, 2015 (Lepidoptera: Tortricidae) is a micromoth native to the Atacama Desert whose larvae induce fusiform galls in shoots of Baccharis salicifolia (Ruiz & Pav.) Pers. (Asteraceae). The presence of this cecidogenous tortricid was previously recorded only from the type locality, the Azapa Valley, Arica Province, northern Chile. However, fusiform galls on shoots of B. salicifolia were recently found in Chaca, another coastal valley of the Atacama Desert. The adults obtained from these galls were preliminarily identified as E. azapaensis based on morphology. Subsequently, to assess an additional source of evidence for the taxonomic identification of E. azapaensis in this new locality, sequences of the DNA barcode fragment of the cytochrome oxidase subunit I mitochondrial gene from the two localities were analyzed. Four haplotypes were detected, two restricted to Azapa and two restricted to Chaca. The genetic divergence (K2P) between haplotypes of each locality was 0.2-0.8%, while it was 1.1-1.4% between haplotypes of different localities, and 8.7-13.5% between the Chilean haplotypes and other species of Eugnosta Hübner, 1825. In addition, all the sequences of Azapa and Chaca were clustered in a well-supported group in a Maximum Likelihood (ML) analysis. Accordingly, divergence and ML analyses support the morphological identification of E. azapaensis in the Chaca Valley. Furthermore, although preliminary, the analyses suggest that the genetic variation of the populations of this insect could be geographically structured, a pattern that must be assessed in further studies.

Keywords:
Asteraceae; Baccharis salicifolia; Chile; DNA barcodes

Tortricidae is one of the more diverse families of micromoths with more than 10,000 species described worldwide, with the highest level of species diversity in the Neotropical region (Regier et al., 2012Regier, J.C., Brown, J.W., Mitter, C., Baixeras, J., Cho, S., Cummings, M.P., Zwick, A., 2012. A molecular phylogeny for the leaf-roller moths (Lepidoptera: Tortricidae) and its implications for classification and life history evolution. PLoS ONE, e35574.). In a recent revision, Razowski and Pelz (2010)Razowski, J., Pelz, V., 2010. Tortricidae from Chile (Lepidoptera; Tortricidae). SHILAP Rev. Lepidopt. 38, 5-55. recorded more than 80 species from Chile, mostly based on the study of specimens from the central and south-central areas of this country. In contrast, the species from the arid environments of northern Chile have been scarcely collected and studied (Clarke, 1987Clarke, J.F.G., 1987. Two new Cryptophlebia Walsingham from Chile (Lepidoptera: Tortricidae). Acta Entomol. Chilena 14, 7-12.; Bobadilla and Vargas, 2015Bobadilla, D., Vargas, H.A., 2015. First record of Cydia tonosticha (Meyrick) (Tortricidae) from Chile and a new host plant. J. Lepid. Soc. 69, 331-333.). Larval feeding habits are variable in this family of micromoths. The larvae of many species are leaf-tiers and leaf-rollers; others bore into twigs, feed on reproductive organs (seeds, flower parts or fruits), or are gall inducers (Haghani et al., 2014Haghani, A.F., Yaghoubi, B., Majidi-Shilsar, F., Davatghar, N., Aarvik, L., 2014. The biology of Gynnidomorpha permixtana (Lepidoptera, Tortricidae) on Sagittaria trifolia L. (Alismataceae) in paddy fields in Iran. Nota Lepidopterol. 37, 113-121.; Razowski and Giliomee, 2014Razowski, J., Giliomee, J.H., 2014. A new Afrotropical Chlidanotini species (Lepidoptera: Tortricidae) inhabiting galls of White Milkwood, Sideroxylon inerme, in South Africa. Afr. Entomol. 22, 796-800.; Brown and Nishida, 2003Brown, J.W., Nishida, K., 2003. First record of larval endophagy in Euliini (Tortricidae): a new species of Seticosta from Costa Rica. J. Lepid. Soc. 57, 113-120.). The gall-inducing habit has been described for several genera, mostly belonging to the tribes Cochylini, Grapholitini and Eucosmini (Brown and Nishida, 2007Brown, J.W., Nishida, K., 2007. A new gall-inducing tortricid (Lepidoptera: Tortricidae: Olethreutinae) on lima bean (Phaseolus lunatus; Fabaceae) from Costa Rica. Proc. Entomol. Soc. Wash. 109, 265-276.).

Eugnosta Hübner, 1825 (Tortricinae: Cochylini) is a worldwide genus with more than 90 species described, about 40 of which are from the New World (Gilligan et al., 2014Gilligan, T.M., Baixeras, J., Brown, J.W., Tuck, K.R., 2014. T@RTS: Online World Catalogue of the Tortricidae (Ver. 3.0), Available from: http://www.tortricid.net/catalogue.asp.
http://www.tortricid.net/catalogue.asp...
). Natural history has been described for a few species of Eugnosta, and in the New World all are gall inducers in Asteraceae (Comstock, 1939, 1940; Goeden and Ricker, 1981Goeden, R.D., Ricker, D.W., 1981. Life history of the gall-forming moth, Carolella beevorana Comstock, on the ragweed, Ambrosia dumosa (Gray) Payne in southern California (Lepidoptera: Cochylidae). Pan-Pac. Entomol. 57, 402-410.; Vargas et al., 2015Vargas, H.A., Pollo, P., Basilio, D., Gonçalves, G.L., Moreira, G.R.P., 2015. A new cecidogenous species of Eugnosta Hübner (Lepidoptera: Tortricidae) associated with Baccharis salicifolia (Asteraceae) in the northern Chilean Atacama Desert: life-history description and phylogenetic inferences. Zootaxa 3920, 265-280.). Eugnosta azapaensis Vargas and Moreira, 2015 is the only representative of the genus currently recorded in Chile. Its larvae induce fusiform galls on shoots of the shrub Baccharis salicifolia (Asteraceae) in the Atacama Desert (Vargas et al., 2015Vargas, H.A., Pollo, P., Basilio, D., Gonçalves, G.L., Moreira, G.R.P., 2015. A new cecidogenous species of Eugnosta Hübner (Lepidoptera: Tortricidae) associated with Baccharis salicifolia (Asteraceae) in the northern Chilean Atacama Desert: life-history description and phylogenetic inferences. Zootaxa 3920, 265-280.). This cecidogenous micromoth was previously known only from the type locality, the Azapa Valley, Arica Province. However, fusiform galls were recently detected on shoots of B. salicifolia in the Chaca Valley, about 30 km south the type locality (Fig. 1). The adults obtained from these galls were identified as E. azapaensis based on morphology of the male and female genitalia.

The Atacama Desert is the most arid desert in the world (Clarke, 2006Clarke, J.D.A., 2006. Antiquity of aridity in the Chilean Atacama Desert. Geomorphology 73, 101-114.), where the coastal valleys of the northernmost part of Chile are recognized as valuable reservoirs of biodiversity for plants (Luebert and Pliscoff, 2006Luebert, F., Pliscoff, P., 2006. Sinopsis bioclimática y vegetacional de Chile. Editorial Universitaria, Santiago.), birds (Estades et al., 2007Estades, C.F., Aguirre, J., Escobar, M.A.H., Tomasevic, J.A., Vukasovic, M.A., Tala, C., 2007. Conservation status of the Chilean Woodstar Eulidia yarrellii. Bird Conserv. Int. 17, 163-175.), mammals (Ossa et al., 2016Ossa, G., Vilchez, K., Valladares, P., 2016. New record of the rare Long-Snouted Bat, Platalina genovensium Thomas, 1928 (Chiroptera, Phyllostomidae), in the Azapa valley, northern Chile. Check List 12, 1850.) and insects (Vargas and Parra, 2009Vargas, H.A., Parra, L.E., 2009. Prospección de lepidópteros antófagos asociados a Acacia macracantha Willd. (Fabaceae) en el norte de Chile. Rev. Bras. Entomol. 53, 291-293.; Méndez-Abarca et al., 2012Méndez-Abarca, F., Mundaca, E.A., Vargas, H.A., 2012. First remarks on the nesting biology of Hypodynerus andeus (Packard) (Hymenoptera, Vespidae, Eumeninae) in the Azapa valley, northern Chile. Rev. Bras. Entomol. 56, 240-243.). Accordingly, it is important to record the taxonomic composition accurately at a local scale, especially in little studied groups such as micromoths.

Fig. 1
The study area in South America (left) and the sampling sites (right) of Eugnosta azapaensis in the Atacama Desert of northern Chile. The type locality Azapa Valley (black circle) and the newly documented locality Chaca Valley (black triangle).

The analysis of different sources of evidence is important to reach sound taxonomic identifications (Dayrat, 2005Dayrat, B., 2005. Towards integrative taxonomy. Biol. J. Linn. Soc. 85, 407-415.; Schlick-Steiner et al., 2010Schlick-Steiner, B.C., Steiner, F.M., Seifert, B., Stauffer, C., Christian, E., Crozier, R.H., 2010. Integrative taxonomy: a multisource approach to exploring biodiversity. Annu. Rev. Entomol. 55, 421-438.). This approach is especially important when morphologically similar species are involved (Taft et al., 2016Taft, W.H., Cognato, A.I., Opler, P.A., 2016. Phylogenetic analysis supports the recognition of Albuna beutenmulleri Skinner as a species distinct from A. pyramidalis Walker (Lepidoptera: Sesiidae). J. Lepid. Soc. 70, 211-217.; Warren and Grishin, 2017Warren, A.D., Grishin, N.V., 2017. A new species of Oxynetra from Mexico (Hesperiidae, Pyrginae, Pyrrhopygini). ZooKeys 667, 155-164.), as is the case in many groups of micromoths (Landry and Hebert, 2013Landry, J.-F., Hebert, P.D.N., 2013. Plutella australiana (Lepidoptera, Plutellidae), an overlooked diamondback moth revealed by DNA barcodes. ZooKeys 327, 43-63.; Huemer et al., 2014Huemer, P., Karsholt, O., Mutanen, M., 2014. DNA barcoding as a screening tool for cryptic diversity: an example from Caryocolum, with description of a new species (Lepidoptera, Gelechiidae). ZooKeys 404, 91-111.; Kirichenko et al., 2015Kirichenko, N., Huemer, P., Deutsch, H., Triberti, P., Rougerie, R., Lopez-Vaamonde, C., 2015. Integrative taxonomy reveals a new species of Callisto (Lepidoptera, Gracillariidae) in the Alps. ZooKeys 473, 157-176.; Luz et al., 2015Luz, F.A., Gonçalves, G.L., Moreira, G.R.P., Becker, V.O., 2015. Description, molecular phylogeny, and natural history of a new kleptoparasitic species of gelechiid moth (Lepidoptera) associated with Melastomataceae galls in Brazil. J. Nat. Hist. 49, 1849-1875.; Pereira et al., 2017Pereira, C.M., Silva, D.S., Goncçalves, G.L., Vargas, H.A., Moreira, G.R.P., 2017. A new species of Leurocephala Davis & Mc Kay (Lepidoptera, Gracillariidae) from the Azapa Valley, northern Chilean Atacama Desert, with notes on life-history. Rev. Bras. Entomol. 61, 6-15.). It has been shown that the analysis of the DNA barcode fragment (sensu Hebert et al., 2003Hebert, P.D.N., Cywinska, A., Ball, S.L., deWaard, J.R., 2003. Biological identification through DNA barcode. Proc. R. Soc. B 270, 313-321.) of the cytochrome oxidase subunit I is a useful complement to morphology for identifying small organisms, including species of the family Tortricidae (Jaeger et al., 2013Jaeger, C.M., Dombroskie, J.J., Sperling, F.A.H., 2013. Delimitation of Phaneta tarandana (Möschler 1874) and P. montanana (Walsingham 1884) (Tortricidae: Olethreutinae) in western Canada using morphology and DNA. J. Lepid. Soc. 67, 253-262.; Brown et al., 2014Brown, J.W., Janzen, D.H., Hallwachs, W., Zahiri, R., Hajibabaei, M., Hebert, P.D.N., 2014. Cracking complex taxonomy of Costa Rican moths: Anacrusis Zeller (Lepidoptera: Tortricidae: Tortricinae). J. Lepid. Soc. 68, 248-263.; Gilligan et al., 2016Gilligan, T.M., Huemer, P., Wiesmair, B., 2016. Different continents, same species? Resolving the taxonomy of some Holarctic Ancylis Hübner (Lepidoptera: Tortricidae). Zootaxa 4178, 347-370.; Corley and Ferreira, 2017Corley, M.F.V., Ferreira, S., 2017. DNA Barcoding reveals sexual dimorphism in Isotrias penedana Trematerra, 2013 (Lepidoptera: Tortricidae, Chlidanotinae). Zootaxa 4221, 594-600.; Razowski et al., 2017Razowski, J., Pelz, V., Tarcz, S., 2017. Uncovering the hidden biodiversity of natural history collections: Insights from DNA barcoding and morphological characters of the Neotropical genus Orthocomotis Dognin (Lepidoptera: Tortricidae). Zootaxa 4250, 541-559.). Accordingly, DNA barcode sequences were analyzed to assess the taxonomic status of the newly discovered population of Eugnosta in the Chaca Valley.

Sampling

Fusiform galls on shoots of B. salicifolia were collected in the Azapa (18°31'12"S, 70°10'41"W) and Chaca (18°48'56"S, 70°09'07"W) valleys between May and August 2016. The collected galls were placed in plastic bags and brought to the laboratory and dissected to extract the cecidogenous larvae, which were kept in 95% ethanol at −20 °C for DNA extraction.

DNA extraction and sequencing

Genomic DNA was extracted from larvae following the procedures described in Huanca-Mamani et al. (2015)Huanca-Mamani, W., Rivera-Cabello, D., Maita-Maita, J., 2015. A simple, fast, and inexpensive CTAB-PVP-Silica based method for genomic DNA isolation from single, small insect larvae and pupae. Gen. Mol. Res. 14, 7990-8000. and subsequently was sent to Macrogen Inc. (South Korea) for amplification by polymerase chain reaction (PCR) and sequencing with the primers LCO-1490 and HCO-2198 (Folmer et al., 1994Folmer, O., Black, M., Hoeh, W., Lutz, R., Vrijenhoek, R., 1994. DNA primers for amplification of mitochondrial cytochrome c oxidase subunit I from diverse metazoan invertebrates. Mol. Mar. Biol. Biotechnol. 3, 294-299.). The amplification program was: 5 min at 94 °C, 35 cycles of 30 s at 94 °C, 30 s at 47 °C, 1 min at 72 °C, and a final elongation step of 10 min at 72 °C.

Sequence analysis

According to the procedures described by Hall (2013)Hall, B.G., 2013. Building phylogenetic trees for molecular data with MEGA. Mol. Biol. Evol. 30, 1229-1235., the software MEGA6 (Tamura et al., 2013Tamura, K., Stecher, G., Peterson, D., Filipski, A., Kumar, S., 2013. MEGA6: molecular evolutionary genetics analysis version 6.0. Mol. Biol. Evol. 30, 2725-2729.) was used to perform the sequence alignment by the ClustalW method, to estimate the sequence divergence by the Kimura 2-Parameters (K2P) method and to perform a Maximum Likelihood (ML) analysis. Besides the Chilean sequences reported here, the following DNA barcode sequences (658 bp) of Eugnosta with species identification were downloaded from BOLD (Ratnasingham and Hebert, 2007Ratnasingham, S., Hebert, P.D.N., 2007. BOLD: the barcode of life data system (www.barcodinglife.org). Mol. Ecol. Notes 7, 355-367.
www.barcodinglife.org...
) for the ML analysis: E. beevorana (Comstock, 1940) (LNAUU4001-15), E. brownana Metzler and Forbes, 2012 (LNAUU4004-15), E. busckana (Comstock, 1939) (LOCB682-06), E. erigeronana (Riley, 1881) (LILLA210-11), Eugnosta sp. (LNAUU3996-15), E. percnoptila (Meyrick, 1933) (AFTOR133-12), E. sartana (Hübner, 1833) (LOFLA761-06). In addition, Aethes argentilimitana (Robinson, 1869) (BBLPA769-10) was included in the analysis, as Aethes Billberg, 1820 is close to Eugnosta (Regier et al., 2012Regier, J.C., Brown, J.W., Mitter, C., Baixeras, J., Cho, S., Cummings, M.P., Zwick, A., 2012. A molecular phylogeny for the leaf-roller moths (Lepidoptera: Tortricidae) and its implications for classification and life history evolution. PLoS ONE, e35574.). Previous to the ML analysis, the GTR+G was selected as the best model to describe the substitution pattern following the Bayesian information criterion. The statistical support of the nodes was assessed by 1000 bootstrap replicates. The genealogy of the haplotypes was inferred by the Median-Joining (MJ) method (Bandelt et al., 1999Bandelt, H.J., Forest, P., Röhl, A., 1999. Median-Joining Networks for inferring intraspecific phylogenies. Mol. Biol. Evol. 16, 37-48.) in the software Network 5.0.0.1 (Fluxus Technology Ltd.).

Eleven DNA barcode sequences (658 bp) were obtained; four from Azapa and seven from Chaca (GenBank accessions MF000408-MF000418), all of which were characterized by 30.6% (A), 39.1% (T), 15.4% (C), 14.8% (G).

Genetic divergence

Eleven variable sites were found in the alignment of all the sequences of Azapa and Chaca valleys, with eight transitions and three transversions (Table 1). When the sequences of the different localities were aligned separately five variable sites were found in Azapa, while just one variable site was found in Chaca. The mutations determined the presence of four haplotypes, two (H1, H2) restricted to Azapa, and two (H3, H4) found only in Chaca. H1 and H2 were represented by two individuals each, H3 by six individuals, and H4 by one (Table 1). The divergence (K2P) was 0.8% between haplotypes of Azapa and 0.2% between those of Chaca. The divergence between haplotypes of different localities was 1.1-1.4%. Accordingly, the haplotype network shows a lower number of mutations between haplotypes of the same (1-5) than of different (7-9) localities (Fig. 2). The divergence between haplotypes of Chaca and Azapa with other species of Eugnosta included in the ML analysis was 8.7-13.5%.

Table 1
Nucleotide variation among haplotypes of the DNA barcode fragment (658 bp) of the cytochrome c oxidase subunit I (COI) gene of Eugnosta azapaensis collected in the Azapa and Chaca valleys, Arica Province, northern Chile.

Fig. 2
Median joining network of the haplotypes of the DNA barcode fragment (658 bp) of the cytochrome c oxidase subunit I (COI) gene of Eugnosta azapaensis from Azapa (white) and Chaca (black) valleys, Atacama Desert of northern Chile. H1, H2, H3, H4 haplotypes; circles proportional to the frequency of the respective haplotype; numbers between circles indicates variable sites; gray triangle a median vector.

DNA barcode divergence above 2% (K2P) is generally suggestive of different species of Lepidoptera (Hausmann et al., 2011Hausmann, A., Haszprunar, G., Hebert, P.D.N., 2011. DNA barcoding the geometrid fauna of Bavaria (Lepidoptera): successes, surprises, and questions. PLoS ONE 6, e17134.). However, cases of higher intraspecific divergence have been reported, mostly involving widely distributed species (Wiemers and Fiedler, 2007Wiemers, M., Fiedler, K., 2007. Does the DNA barcoding gap exist?-a case study in blue butterflies (Lepidoptera: Lycaenidae). Front. Zool. 4, 8.; Hausmann and Huemer, 2011Hausmann, A., Haszprunar, G., Hebert, P.D.N., 2011. DNA barcoding the geometrid fauna of Bavaria (Lepidoptera): successes, surprises, and questions. PLoS ONE 6, e17134.). In addition, cases of interspecific DNA barcode distances less than 2% also have been described, mostly dealing with morphologically close species (Kirichenko et al., 2015Kirichenko, N., Huemer, P., Deutsch, H., Triberti, P., Rougerie, R., Lopez-Vaamonde, C., 2015. Integrative taxonomy reveals a new species of Callisto (Lepidoptera, Gracillariidae) in the Alps. ZooKeys 473, 157-176.). Regardless of these exceptional cases, the divergence found between haplotypes of the Azapa and Chaca valleys (1.1-1.4%) appears to be at the intraspecific level. This suggestion is reinforced by the fact that the lowest divergence found between the other species of Eugnosta analyzed was 2.6% (E. busckana and E. beevorana).

ML analysis

The alignment for the ML analysis included nineteen DNA barcode sequences of 658 bp length with 166 variable sites, 108 of which were parsimony informative. The eleven Atacama Desert sequences (Azapa and Chaca) were clustered with high support (Fig. 3), suggesting that all these belong to the same species (E. azapaensis). In addition, the sequences of Azapa were clustered with high support as a subgroup into the E. azapaensis clade (Fig. 3), suggesting that the genetic variation is associated with geographic distribution, although a similar scenario was not found for the sequences of Chaca.

Fig. 3
Maximum likelihood tree of the sequences of the DNA barcode fragment (658 bp) of the cytochrome c oxidase subunit I (COI) gene of Eugnosta azapaensis (gray area) from Azapa and Chaca valleys, Atacama Desert of northern Chile. Bootstrap supports higher than 70% are shown above branches.

The relationships of E. azapaensis with congenerics were not resolved in the analysis. However, this was expected since only a few species of Eugnosta are represented in BOLD, most of which are Nearctic. The Neotropical E. argentinae (Razowski, 1967) described from Argentina and E. ochrolemma (Razowski, 1986) from Mexico are morphologically similar to E. azapensis (Vargas et al., 2015Vargas, H.A., Pollo, P., Basilio, D., Gonçalves, G.L., Moreira, G.R.P., 2015. A new cecidogenous species of Eugnosta Hübner (Lepidoptera: Tortricidae) associated with Baccharis salicifolia (Asteraceae) in the northern Chilean Atacama Desert: life-history description and phylogenetic inferences. Zootaxa 3920, 265-280.), but DNA barcode sequences of these species are unknown. In addition, the gall shape of E. azapaensis is similar to that of the Nearctic E. busckana and E. beevorana. Interestingly, these two Nearctic species were clustered with high support in the ML tree, although they were not found to be close to E. azapaensis. Evidently, additional morphological (adult and immature stages) and molecular (mitochondrial and nuclear) data of other Neotropical species are necessary to understand the evolutionary relationships of E. azapaensis.

Further remarks

This is the first report of E. azapaensis outside the type locality. Galls of E. azapaensis were searched for on shoots of the only other species of Baccharis represented in the study area (B. scandens) without success. In addition, surveys for galls on B. salicifolia were carried out on the western slopes of the Andes of the Parinacota Province, at about 3000 m elevation, also without success. Thus E. azapaensis appears to be a host-specialist with a geographic range restricted to the low elevation environments of the coastal valleys of the Atacama Desert. This geographic pattern has been described for different insect groups (Porter, 1985Porter, C.C., 1985. Trachysphyrus and the new genus Aeliopotes in the Coastal Desert of Peru and north Chile (Hymenoptera: Ichneumonidae). Psyche 92, 513-545.; Howden, 2008Howden, A.T., 2008. The species of Pandeleteius Schoenherr of coastal Chile and Peru (Coleoptera, Curculionidae). Zootaxa 1773, 55-62.). Additional coastal valleys in which the host plant is present must be surveyed in order to better understand the geographic range of E. azapaensis along this extensive desert area.

The only DNA barcode sequence previously available for E. azapaensis was the analyzed in the original description of the species (GenBank accession KM023733.1; 622 bp) which matches 100% with one of the haplotypes of Azapa (H2), while H1, H3 and H4 are here reported for the first time. The variation found in this study suggests that the DNA barcode fragment is a valuable tool to assess the taxonomic status of eventual new populations of Eugnosta of the Atacama Desert. Analysis of sequences of mitochondrial DNA is useful to explore geographic patterns of genetic variation, at least at a preliminary stage (Harper et al., 2008Harper, G.L., Maclean, N., Goulson, D., 2008. Molecular evidence for a recent founder event in UK of the Adonis blue butterfly (Polyommatus bellargus). J. Insect Conserv. 12, 147-153.; Maita-Maita et al., 2015Maia, A.V.P., Almeida, C., Santoro, K.R., Melo, J.L.A., Oliveira, J.V., Guedes, R.N.C., Badji, C.A., 2016. High-level phylogeographic structuring of Neoleucinodes elegantalis Guenee (Lepidoptera, Crambridae) in Brazil: an important tomato pest. Rev. Bras. Entomol. 60, 206-210.; Velasco-Cuervo et al., 2016Velasco-Cuervo, S.M., Espinosa, L.L., Duque-Gamboa, D.N., Castillo-Cárdenas, M.F., Hernández, L.M., Guzmán, Y.C., Manzano, M.R., Toro-Perea, N., 2016. Barcoding, population structure, and demographic history of Prodiplosis longifila associated with the Andes. Entomol. Exp. Appl. 158, 217-227.; Maia et al., 2016Maia, A.V.P., Almeida, C., Santoro, K.R., Melo, J.L.A., Oliveira, J.V., Guedes, R.N.C., Badji, C.A., 2016. High-level phylogeographic structuring of Neoleucinodes elegantalis Guenee (Lepidoptera, Crambridae) in Brazil: an important tomato pest. Rev. Bras. Entomol. 60, 206-210.). In this regard, an interesting finding is that each haplotype is restricted to a specific locality. This spatial segregation of the genetic variation suggests that the arid conditions of the area separating the valleys could be an effective barrier for the dispersal of adults of E. azapaensis, enhancing the genetic differentiation of the local populations of each valley. However, due to the low density of galls in the field, only a few specimens were collected and analyzed in this study. Thus further sampling and analyses of additional molecular markers (Valade et al., 2009Valade, R., Kenis, M., Hernandez-Lopez, A., Augustin, S., Mari-Mena, N., Magnoux, E., Rougerie, R., Lakatos, F., Roques, A., Lopez-Vaamonde, C., 2009. Mitochondrial and microsatellite DNA markers reveal a Balkan origin for the highly invasive horse-chestnut leaf miner Cameraria ohridella (Lepidoptera, Gracillariidae). Mol. Ecol. 18, 3458-3470.; Seraphim et al., 2016Seraphim, N., Barreto, M.A., Almeida, G.S.S., Esperanço, A.P., Monteiro, R.F., Souza, A.P., Freitas, A.V.L., Silva-Brandão, K.L., 2016. Genetic diversity of Parides ascanius (Lepidoptera: Papilionidae: Troidini): implications for the conservation of Brazil's most iconic endangered invertebrate species. Conserv. Genet. 17, 533-546.) would be needed to verify this pattern of geographic structure of the genetic variation in the driest desert of the world.

Acknowledgments

The authors thank John W. Brown, Lucas A. Kaminski and two anonymous reviewers for valuable comments that substantially improved the final version of the manuscript, to Paula Escobar for providing Fig. 1 and Lafayette Eaton for checking the English. The study was supported by Project 9715-16 from Universidad de Tarapacá.

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Publication Dates

  • Publication in this collection
    Jul-Sep 2017

History

  • Received
    3 May 2017
  • Accepted
    31 May 2017
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