Molecular Ecology (2008) 17, 2552?2561 doi: 10.1111/j.1365-294X.2008.03764.x ? 2008 The Authors Journal compilation ? 2008 Blackwell Publishing Ltd Blackwell Publishing Ltd Do mosquitoes filter the access of Plasmodium cytochrome b lineages to an avian host? ANDREA B. GAGER,*?? JOS? DEL ROSARIO LOAIZA,?? DONALD C. DEARBORN? and ELDREDGE BERMINGHAM? *Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ 08544, USA, ?Smithsonian Tropical Research Institute, Apartado Postal 0843-03092, Balboa, Panama, ?Department of Biology, McGill University, Montreal, Quebec, Canada H3A 1B1, ?Department of Biology and Program in Animal Behaviour, Bucknell University, Lewisburg, PA 17837, USA Abstract Many parasites show fidelity to a set of hosts in ecological time but not evolutionary time and the determinants of this pattern are poorly understood. Malarial parasites use vertebrate hosts for the asexual stage of their life cycle but use Dipteran hosts for the sexual stage. Despite the potential evolutionary importance of Dipteran hosts, little is known of their role in determining a parasite?s access to vertebrate hosts. Here, we use an avian malarial system in Panama to explore whether mosquitoes act as an access filter that limits the range of vertebrate hosts used by particular parasite lineages. We amplified and sequenced Plasmodium mitochondrial DNA (mtDNA) from Turdus grayi (clay-coloured robin) and from mosquitoes at the same study site. We trapped and identified to species 123 141 female mosquitoes and completed polymerase chain reaction (PCR) screening for Plasmodium parasites in 435 pools of 20 mosquitoes per pool (8700 individuals total) spanning the 11 most common mosquito species. Our primers amplified nine Plasmodium lineages, whose sequences differed by 1.72%?10.0%. Phylogenetic analyses revealed partial clustering of lineages that co-occurred in mosquito hosts. However PAN3 and PAN6, the two primary parasite lineages of T. grayi, exhibited sequence divergence of 8.59% and did not cluster in the phylogeny. We detected these two lineages exclusively in mosquitoes from different genera ? PAN3 was found only in Culex (Melanoconion) ocossa, and PAN6 was found only in Aedeomyia squamipennis. Furthermore, each of these two parasite lineages co-occurred in mosquitoes with other Plasmodium lineages that were not found in the vertebrate host T. grayi. Together, this evidence suggests that parasite?mosquito associations do not restrict the access of parasites to birds but instead may actually facilitate the switching of vertebrate hosts that occurs over evolutionary time. Keywords: access filter, avian malaria, host shift, host-parasite coevolution, life cycle, parasite diversity Received 2 December 2007; revision received 8 March 2008; accepted 13 March 2008 Introduction Epidemiological disasters often occur when an infectious organism invades novel, immunologically naive host species (van Riper III et al. 1986; Lawson 1995; Hofmeyr et al. 2000). Such shifts occur when the factors that determine host range are altered. Thus, in order to understand the circumstances that lead to host range shifts we must first uncover what limits parasite-host range in the present time. The host range of a parasite can be defined most simply as the number of host species in which a parasite can successfully produce infective progeny (Matthews 1998). Although it is widely held that host ranges are kept small by coevolutionary arms races between host and parasite (Fry 1990; Lajeunesse & Forbes 2002), there are persistent generalist parasites (Ricklefs & Fallon 2002; Szymanski & Lovette 2005) and there is abundant Correspondence: Andrea B. Gager, Fax: +64-9-373-7668; E-mail: abgager@gmail.com ?Present address: School of Biological Sciences, University of Auckland, 3 A Symonds Street, PB 92019, Auckland 1142, New Zealand. P L A S M O D I U M L I N E A G E S I N M O S Q U I TO A N D AV I A N H O S T S 2553 ? 2008 The Authors Journal compilation ? 2008 Blackwell Publishing Ltd documentation of parasites shifting to new hosts (Escalante et al. 1995; Waldenstrom et al. 2002; Ricklefs et al. 2004). Therefore, coevolution is insufficient to explain the wide variation in parasite host range size observed in nature. The coarsest determinants of host range have been proposed as two filters (Combes 2001). The host range of a parasite is made up of species that are (i) encountered by the parasite; and (ii) compatible with the parasite (i.e. low immune response, high resource value). In this paper, we explore the role of mosquitoes as a potential encounter filter that determines the access of avian malarial parasites (Plasmodium spp.) to a neotropical avian host, the clay-coloured robin Turdus grayi. Recent studies of the ecology of avian malarial parasites have used DNA sequencing of the cytochrome b gene to identify parasites in blood samples of hundreds of bird species from both new and old world (Bensch et al. 2000; Fallon et al. 2003, 2004; Beadell et al. 2004; Szymanski & Lovette 2005; Hellgren et al. 2007; Ishtiaq et al. 2007). Although there is no consensus about how to define species with such data, these studies have revealed an enormous diversity of parasites perhaps on the same order as the number of bird species. A wide continuum of host ranges exists in this group of parasites and this trait has no phylogenetic pattern, i.e. specialist and generalist parasites may be close relatives (Ricklefs & Fallon 2002). Furthermore, comparison of host and parasite phylogenies indicates host-switching has been common in the history of the group of parasites: closely related parasites may be found in distantly related host species, and distantly related parasites can share a single host species. Thus, a paradox exists because parasites show fidelity to a group of hosts in ecological time but almost none in evolutionary time (Ricklefs et al. 2004). This begs the question of what factors restrict a parasite to its vertebrate-host range in ecological time when, in this group of parasites, host switching has been relatively common in history and the physiological capability to expand host range clearly exists. Mosquitoes have the potential to act as an external factor that determines the access of malarial parasites to a pool of vertebrate hosts in ecological time but could change readily over evolutionary time, resulting in the changes seen in phylogenetic analyses of vertebrate-host use. Malarial parasites have a two-stage life cycle, with sexual reproduction occurring in a mosquito host and asexual reproduction occurring in a vertebrate host. Mosquitoes are thus critical components of this system for two reasons (i) because parasite sexual reproduction occurs in the mosquito, this life stage is integral to the reproductive isolation of parasite lineages; and (ii) behavioural and ecological aspects of mosquitoes (e.g. seasonality, geographical range, circadian patterns of behaviour) can determine the vertebrate hosts to which the parasites are exposed. Yet most recent studies of associations between avian malarial parasites and their vertebrate hosts have neglected the role of mosquitoes, primarily because of the logistical difficulties of assessing parasites? use of mosquito hosts. In this study, we explore the prevalence, diversity, and phylogeny of avian malarial parasites in common neotropical mosquito species and in a neotropical avian host, T. grayi, to test whether the vertebrate-host range of parasites is filtered by the ecology and behaviour of their invertebrate host. Turdus grayi is a common tropical resident bird species in Central America. The population at our study site at the Smithsonian Tropical Research Institute in Gamboa, Panama, is regularly infected by two parasite lineages in the genus Plasmodium, PAN3 and PAN6 (unpublished data). Other avian species at this site are also infected with Plasmodium spp., though those patterns of host association are not well described to date. Using PCR and DNA sequencing of parasite cytochrome b sequences, we examine the distribution and phylogenetic relationships of Plasmodium lineages (including PAN3 and PAN6) in the 11 most common mosquito species in Gamboa. If PAN3 and PAN6 co-occur in a particular mosquito species, then this ?access filter? could explain their co-occurrence in T. grayi. If PAN3 and PAN6 occur in different mosquito species, the access filter is less likely to explain their co-occurrence in an avian host. The strongest evidence against a mosquito-based access filter would be if particular mosquitoes carry multiple Plasmodium lineages with only a subset of those lineages occurring in a particular avian host species, such as T. grayi. Materials and methods Study system This study was conducted at the Gamboa Field Research Station of the Smithsonian Tropical Research Institute in central Panama. The habitat of the station includes grasslands and secondary humid tropical forest bordering the Panama Canal. Turdus grayi, the clay-coloured robin, is a year-round tropical resident and one of the most common species in the study area (Ridgely & Gwynne 1989). The genus Plasmodium (Apicomplexa: Haemosporidia) is paraphyletic and includes parasites found in lizards and birds, which together form a sister group to the genus Haemoproteus (Bensch et al. 2000; Perkins & Schall 2002; Ricklefs & Fallon 2002; Beadell et al. 2004). The genus Plasmodium also includes the more distantly related group of parasites found in mammals, including those that cause malaria in humans (Escalante et al. 1995, 1998; Rathore et al. 2001). The development of techniques for the molecular identification of Haemosporidian parasites (including the genera Plasmodium, Haemoproteus, Leucocytozoon and Hepatocystis) has revealed a species diversity which was previously obscured by morphological similarities between 2554 A . B . G A G E R E T A L . ? 2008 The Authors Journal compilation ? 2008 Blackwell Publishing Ltd species (Bensch et al. 2000; Ricklefs & Fallon 2002; Beadell et al. 2004; Ishtiaq et al. 2007), though there remains the difficulty of reconciling the historical species concepts. All malarial parasites have a two-stage life cycle; the asexual stage occurs in a vertebrate host and the sexual stage in an invertebrate host in the order Diptera (flies, mosquitoes and relatives). Mosquitoes in the genus Culex are thought to be the most common hosts for avian Plasmodium parasites (Valki?nas 2004) although species in the genera Aedeomyia (Crewe 1976; Gabaldon et al. 1981), Aedes (Eyles 1951) and others have also been identified either in natural or experimental studies. Mosquito samples Our goal was to sample host-seeking female mosquitoes that thus would have the potential to transmit Plasmodium to avian hosts. We collected mosquitoes over an eight-month period from August 2003 to March 2004, using eight Center for Disease Control (CDC) incandescent light traps, two CDC ultraviolet light traps, and two carbon dioxide arbovirus traps; the use of multiple trap types helps broaden the sampling of a mosquito community. Traps were set out bimonthly for 12 h each time (6 p.m?6 a.m) for a total of more than 2300 trap-hours. Following each 12-h trapping period, collection bags were removed from traps and placed in a freezer within two hours of trap closing. Individual mosquitoes were then sorted by sex and the females were sorted to species based on morphology. To avoid sequencing Plasmodium DNA from parasites picked up in blood meals but unable to develop (i.e. parasites incompatible with that particular mosquito host), visibly gravid females and mosquitoes with visible undigested blood meals were removed from the study. Individual mosquitoes were then put in pools of 20 individuals per cryotube and frozen until DNA extraction. Dr James Pecor of the US Army Walter Reed Biosystematics Unit confirmed species identification. Mounted specimen collections from this project have been deposited in the Natural History Museum at the University of Costa Rica and in the Entomology Department at the University of Panama. DNA extraction and sequencing DNA was extracted from pools of 20 mosquitoes each, following the procedure of Oskam et al. (1996). The proced- ure was modified by using a macerating centrifuge with ceramic beads for 45 s instead of grinding the mosquitoes with mortar and pestle. Mosquitoes were macerated in 800 ?L fly lysis buffer (50 mm NaCl, 10 mm EDTA pH 8.0, 50 mm Tris-HCl pH 7.4, 1% Triton X-100 and 10 mm DTT) followed by 3 h of incubation at 60 ?C with 200 ?g/mL proteinase K. The samples were then put through four freeze-thaw cycles (30 s at ?80 ?C in liquid nitrogen and 1 minute at 65 ?C) to ensure the rupture of all membranes. Samples were centrifuged for 15 min at 12 000 ? g and the supernatant was eluted and stored at ?20 ?C for PCR. The supernatant was thawed and diluted 1:5 in sterile, distilled water just prior to use in PCR. We amplified a 360-bp section of the Plasmodium cyto- chrome b gene using the primer pairs (621) 5?-AAAAATACCY TTCTATCCAARTC-3? and (983) 5?-CAYCCAATCCATAA TAAAGCAT-3? modified from Richard et al. (2002) to be ambiguous at a total of three bases. This primer pair has been shown to amplify a wide range of cytochrome b sequences from old world and new world birds in the genera Plasmodium and Haemoproteus (Richard et al. 2002; Ricklefs & Fallon 2002). Amplifications were carried out in 50 ?L reactions containing 0.2 mm of each dNTP, 0.4 ?m of each primer, 0.1 mm MgCl, 5.0 ?L Qiagen PCR 10? buffer, 1.5 units of Taq polymerase (Qiagen) and 5 ?L of diluted DNA. PCR was initiated by a 3-minute denaturing step followed by 35 cycles of 94 ?C for 30 s, 50 ?C for 40 s and 72 ?C for 1 minute with a final extension step at 72 ?C for 3 min. PCR products were visualized on a 2% agarose gel. Products that were faint were re-amplified by taking a small plug from the agarose gel, re-suspending the DNA in 100 ?L distilled, sterile water at 65 ?C and using 5 ?L of this suspension in a second amplification; there were no apparent differences in parasite identity or diversity between samples that amplified strongly in the first PCR vs. those that required re-amplification. PCR products were cleaned in 2% agarose gels and sequenced directly on an MJ BaseStation Automatic sequencer (using the same forward and reverse primers used for amplification). For validation, all PCR products were sequenced in both directions. Sequences were edited and aligned in the program sequencher 4.1 (Gene Codes Corporation). Phylogenetic analyses Phylogenetic analyses of amplified cytochrome b sequences were carried out using maximum likelihood (ML) and neighbour joining (NJ) methods with the paup 4.0b10 software package (Swofford 2002). For the ML analysis we used modeltest 3.5 (Posada & Crandall 1998; using the script of B. Weir, http://www.rhizobia.co.nz/phylogenetics/ modeltest.html) to compare the likelihood scores of trees (hierarchical log-likelihood tests) from 56 different models of nucleotide substitution. We determined that the best model, given the sequence data, included a six-step transition rate matrix and nucleotide base frequencies calculated from the data, a gamma shape parameter of 0.8874 and a proportion of invariable sites of 0.5984. This corresponds to a generalized time-reversible model of evolution with gamma-distributed and invariant sites (GTR + G + I). The tree generated with the above parameters had only a slightly higher log-likelihood score and an identical P L A S M O D I U M L I N E A G E S I N M O S Q U I TO A N D AV I A N H O S T S 2555 ? 2008 The Authors Journal compilation ? 2008 Blackwell Publishing Ltd topology to a model without invariable sites (GTR + G). The GTR is the most complex model of nucleotide evolution in the hierarchical analysis and allows for a unique value for each nucleotide transition rate. This level of complexity is warranted in this case because of the extreme AT bias in Plasmodium mitochondrial genes (Bahl et al. 2003), and GTR models have been used previously in phylogenetic analysis of malarial parasites (Perkins & Schall 2002). NJ analysis was carried out with distance measures from the ML parameters determined by modeltest 3.5 as described above. All parasites have been designated as Plasmodium by phylogenetic affinity to published avian Plasmodium cytochrome b sequences. Phylogenetic analysis was performed on the nine sequences amplified from screened mosquitoes in this study along with two previously published cytochrome b sequences of parasite species with known mosquito host species. These additional sequences were from P. relictum [National Centre For Biotechnology Information (NCBI) Accession No. AF069611] and P. elongatum (NCBI Accession No. AY099032) both of which are transmitted by Culex species in the subgenus Culex (Work et al. 1990; McConkey et al. 1996; Fonseca et al. 1998; Nayar et al. 1998). We plotted the number of novel parasite sequences identified against the number of individual mosquitoes screened in order to determine which mosquito species was associated with the greater number of parasite lineages and whether the cumulative number of parasite lineages associated with each mosquito species appeared to be approaching an asymptote. Results Identification of Plasmodium cytochrome b lineages in pools of mosquitoes During the eight-month study period, we trapped a total of 128 713 female mosquitoes, of which 123 141 (95.7%) were identified to species. The remaining 5572 individuals could be identified only to subgenus (n = 5489 Culex (Melanoconion) sp., n = 78 Culex (Culex) sp., n = 5 Haemagogus spp.). Of 30 unambiguous species in the sample, 11 species comprised 97.2% of the fully identified individuals (Fig. 1). Using PCR with parasite-specific primers for cytochrome b, we screened a total of 435 pools of 20 mosquitoes each (8700 individuals total) from the 11 most common species collected. Twenty of the 435 pools screened were positive for parasite presence: 11 from Aedeomyia squamipennis and nine from Culex (Melanoconion) ocossa. A higher percentage of pools of Ad. squamipennis (11/39 = 28.2%) than Cx. (M.) ocossa (9/76 = 11.8%) were PCR-positive for parasite presence (?2 = 4.51, d.f. = 1, P = 0.034). Ad. squamipennis has previously been reported as a host species for avian Plasmodium (Gabaldon et al. 1981). This is a first report of Cx. (M.) ocossa as a mosquito host for avian Plasmodium. The remaining nine species screened had no positive pools using this primer pair (Table 1). These included Culex nigripalpus, a species previously reported as host for avian Plasmodium in other parts of its range (Nayar et al. 1998). Fig. 1 The total number of female mosquitoes from the 11 most common species caught in traps from August 2003 through September 2004. Twenty additional species were identified in smaller numbers and were not PCR-screened for parasites. These included Anopheles punctimacula (n = 72), An. triannulatus (n = 853), Coquillettidia venezuelensis (n = 338), Culex (Culex) coronator (n = 118), Cx. (Cx.) declarator (n = 56), Cx. (Cx.) quinquefasciatus (n = 507), Cx. (Melanoconion) conspirator (n = 80), Cx. (M.) interrogator (n = 114), Cx. (M.) seteki (n = 281), Cx. (M.) taeniopus (n = 94), Cx. (M.) tecmarsis (n = 4), Limathus durhami (n = 13), Mansonia flaveola (n = 6), M. pseudotitillans (n = 75), Aedes (Ochlerotatus) angustivittatus (n = 110), Aedes (Ochlerotatus) fulvus (n = 12), Aedes (Ochlerotatus) serratus (n = 475), Psorophora ciliata (n = 163), Sabethes cyaneus (n = 13) and Wyeomyia abebela (n = 9). 2556 A . B . G A G E R E T A L . ? 2008 The Authors Journal compilation ? 2008 Blackwell Publishing Ltd Diversity and phylogenetic analysis of parasite cytochrome b lineages The mosquito samples contained nine unique cytochrome b sequences of Plasmodium (designated PAN1?PAN9; GenBank accession nos. EU600217?EU600225), differing from one another by 1.72%?10% (uncorrected-p distance measure; Table 2). One pool of Ad. squamipennis yielded a sequence with double peaks indicative of mixed infection. The forward and reverse sequences were identical, and the pattern of double peaks corresponded perfectly to a mixed infection by PAN1 and PAN6, each of which had been found by itself in different pools of the same mosquito species. Four of the nine Plasmodium lineages have also been found in birds at this study site GenBank accession nos. EU600226?EU6600230: two lineages (PAN1 and PAN5) were found when we conducted a preliminary screen of five individuals each of blue-grey tanager Thraupis episcopus, variable seedeater Sporophila americana, and red-legged honeycreeper Cynanerpes cyaneus; two other lineages, PAN3 and PAN6 were found frequently in a larger screening of Turdus grayi (unpublished data). We have designed more specific primers to detect PAN3 and PAN6 in T. grayi (unpublished data), and we have begun using these in conjunction with the degenerate primers used in this study of mosquitoes. To date, we have sequenced > 100 Plasmodium- positive individuals of T. grayi, and all but one of the infected birds contained only PAN3 or only PAN6 or a mixed infection of the two lineages, i.e. PAN3 and PAN6 are the common lineages in T. grayi, sometimes occurring together and sometimes separately (unpublished. data). In mosquitoes, PAN3 was found in two pools of Cx. (M.) ocossa and PAN6 was found in six pools of Ad. squamipennis (Table 3). Table 1 The mosquito species screened, the number of pools screened per species and the number of pools found to be PCR- positive for presence of parasites Mosquito species No. of pools screened (20 females per pool) No. of pools PCR positive Aedeomyia squamipennis* 39 11 Anopheles albimanus 10 0 Culex (Cx.) nigripalpus* 63 0 Culex (M.) erraticus 51 0 Culex (M.) ocossa 76 9 Coquillettidia nigricans 32 0 Mansonia dyari 40 0 Mansonia indubitans 14 0 Mansonia titillans 52 0 Uranotaenia apicalis 32 0 Uranotaenia lowi 10 0 *Species previously identified as hosts for avian Plasmodium include Ad. squamipennis (Crewe 1976) and Culex (Cx.) nigripalpus (Nayar et al. 1998). Table 2 Uncorrected-p distances between Plasmodium cytochrome b sequences amplified from two mosquito species, Ad. squamipennis and Culex (Melanoconion) ocossa. PAN2, 3 and 7 were identified in pools of Cx. (M.) ocossa. PAN1, 4, 5, 6, 8 and 9 were identified in Ad. squamipennis PAN1 PAN1 PAN2 0.081 PAN2 PAN3* 0.099 0.024 PAN3* PAN4 0.100 0.078 0.089 PAN4 PAN5 0.097 0.075 0.095 0.017 PAN5 PAN6* 0.086 0.075 0.086 0.037 0.040 PAN6* PAN7 0.074 0.047 0.061 0.074 0.077 0.066 PAN7 PAN8 0.061 0.068 0.082 0.086 0.083 0.070 0.056 PAN8 PAN9 0.086 0.075 0.092 0.034 0.040 0.037 0.066 0.064 PAN9 P. relictum 0.080 0.053 0.071 0.077 0.074 0.063 0.054 0.025 0.063 P. relictum P. elongatum 0.080 0.066 0.072 0.089 0.086 0.069 0.066 0.040 0.074 0.017 *PAN3 and PAN6 are the Plasmodium lineages found in T. grayi (unpublished data). Fig. 2 The cumulative numbers of unique Plasmodium cytochrome b lineages sequenced from pools of individual mosquitoes of two mosquito species, Aedeomyia squamipennis and Culex (Melanoconion) ocossa. P L A S M O D I U M L I N E A G E S I N M O S Q U I TO A N D AV I A N H O S T S 2557 ? 2008 The Authors Journal compilation ? 2008 Blackwell Publishing Ltd A total of six unique Plasmodium lineages were found after screening 39 pools (780 individuals) of Ad. squamipennis, and three lineages were found in 76 pools (1520 individuals) of Cx. (M.) ocossa. In neither mosquito species does it appear that the rate of discovery of new sequences is decreasing significantly, i.e. approaching an asymptote, which would indicate that the total parasite sequence diversity is almost uncovered (Fig. 2). It is clear that the rate of discovery is higher in Ad. squamipennis than in Cx. (M.) ocossa. Figure 3 shows the results of ML phylogenetic recon- structions of the nine sequences we found in mosquitoes in Panama and the two sequences from GenBank of Plasmodium species with known mosquito-host species. This analysis reveals phylogenetic clustering, although incomplete, among the parasites identified from the same mosquito species. Similar relationships were seen in a neighbour-joining tree. In both NJ and ML trees, PAN2 and PAN3, both from Cx. (M.) ocossa, are sister lineages with high bootstrap support (98% in both analyses). PAN7 clusters with these two lineages although with a bootstrap value less than 50%. Four of the parasites from Ad. squamipennis, PAN4, 5, 6 and 9, form a monophyletic clade with high bootstrap values in both NJ and ML (83 and 74%, respectively). However, PAN1 and PAN8, also from Ad. squamipennis pools, are found outside of this clade. PAN8 was found in a third grouping, in both NJ and ML phylogenies, with P. relictum and P. elongatum, both of which have Culex (Culex) species as hosts. By this measure, PAN2 and 3 are the closest sequences to PAN7 in the group. The uncorrected-p distances between the cytochrome b sequences amplified from mosquitoes are shown in Table 3. Discussion Sharing a vertebrate host but not sharing a mosquito host The two Plasmodium parasites PAN3 and PAN6 are both found in Turdus grayi at Gamboa, Panama, sometimes co-occurring in the same individual bird. When we surveyed mosquitoes at Gamboa, we detected both PAN3 and PAN6 at this study site but in two different mosquito species ? in fact, in different mosquito genera. The cytochrome b lineage PAN3 was found in two PCR pools of Culex (Melanoconion) ocossa, and PAN6 was found in six PCR pools of Aedeomyia squamipennis. These data imply that the co-occurrence of two parasite lineages in the same vertebrate host is not explained by access being provided by a shared mosquito host. This co-occurrence in an avian host of congeneric malarial parasites transmitted by different mosquito genera contrasts with the most widely studied Plasmodium-mosquito-vertebrate host system, namely human malaria. In that system, multiple parasite species that share a vertebrate host are transmitted by mosquitoes in the same genus or even the same species (Oaks et al. 1991). Because our sampling of mosquito species was not exhaustive, it is important to consider what pattern of host distribution might exist but remain undetected. Therefore, we address the likelihood that, with further screening of mosquito individuals and species, PAN3 and PAN6 would be found in additional mosquito species and, possibly, in the same mosquito species. PAN3 was found in Cx. (M.) ocossa, which belongs to one of the most speciose mosquito groups in the neotropics (Pecor et al. 1992; Hutchings et al. 2005). We trapped but did not screen four other (less common) species of Cx. (Melanoconion) (Fig. 1), and additional species of this subgenus have been collected in the study area (Heinemann & Belkin 1978); thus the opportunity certainly exists for PAN3 to infect multiple Culex (Melanoconion) species in this geographical region. PAN6 was found in Aedeomyia which, in contrast to Culex, is monotypic in the Americas, having only a single species, Ad. squamipennis, found throughout much of Central and South America. It is possible that Ad. squamipennis is the only host for PAN6, because it would be an unprecedented taxonomic leap for a parasite to include Aedeomyia and other genera in its Dipteran-host range. For instance, human malaria species are transmitted by different mosquitoes in different geographical regions, but all are members of the genus Anopheles (Oaks et al. 1991; Donnelly et al. 2002; Krzywinski & Besansky 2003). Similarly, in avian malarial systems the vectors of Plasmodium forresteri, P. elongatum, P. juxtanucleare, P. hermani and P. kempi are all members of the same subgenus, Culex (Culex) (Christensen et al. 1983; Telford et al. 1997). Therefore, we believe that because PAN3 and PAN6 were identified in different mosquito genera, they will not be found to co-occur in Table 3 Number of pools of Aedeomyia squamipennis and Culex (M.) ocossa in which each Plasmodium lineage was detected Plasmodium lineages Aedeomyia squamipennis Culex (M.) ocossa PAN1* 2 0 PAN2 0 5 PAN3** 0 2 PAN4 1 0 PAN5* 1 0 PAN6** 6 0 PAN7 0 2 PAN8 1 0 PAN9 1 0 **denotes lineages found in extensive screen of Turdus grayi at this site (unpublished data); *denotes lineages found in preliminary screen of five individuals of three other bird species at this site (unpublished data). 2558 A . B . G A G E R E T A L . ? 2008 The Authors Journal compilation ? 2008 Blackwell Publishing Ltd mosquito species regardless of how much additional sampling is conducted. An important implication of finding PAN3 and PAN6 exclusively in different mosquito species is that the parasites themselves should then be considered different species, rather than haplotypes of the same species. This group of parasites undergoes sexual recombination and reproduction in the mosquito; if they do not encounter one another during the sexual stage then they must be considered reproductively and evolutionarily isolated units. The implication that PAN3 and PAN6 are indeed reproductively isolated is consistent with three lines of genetic evidence: 1 The genetic distance between PAN3 and PAN6 (8.2% uncorrected-p) is much higher than the average pairwise distances between Plasmodium cytochrome b sequences from many other avian studies (Ricklefs et al. 2005). 2 This genetic distance is also greater than the average cytochrome b distance among three most closely related human malarial parasites that are known to be different species: P. vivax, P. malariae and P. ovale (Escalante et al. 1998). 3 Work with avian Plasmodium has shown that lineages with cytochrome b distances as little as 1% exhibit no nuclear gene recombination, meaning that these lineages are reproductively isolated (Bensch et al. 2004). Finding two lineages exclusively in different mosquitoes safely implies reproductive isolation, but finding two lineages that share a mosquito host does not necessarily mean that they are the same species. For example, some lineages of Plasmodium overlapped in mosquito hosts but had different avian hosts and appeared to represent genetically distinct lineages: PAN6 (present in T. grayi) and PAN5 (absent in T. grayi) differed by 4.02% genetic distance despite both being found in Ad. squamipennis. Likewise, PAN3 (present in T. grayi) and PAN2 (absent in T. grayi) differed by 2.37% genetic distance despite both being found in Cx. (M.) ocossa. The finding of closely related para- site lineages sorting into different avian-host species in a community of birds has also been reported elsewhere (Ricklefs et al. 2005). This highlights the need for multiple lines of evidence when considering host-parasite coevolution and parasite taxonomy. Fig. 3 Maximum likelihood tree of nine Plasmodium cytochrome b sequences obtained from pools of mosquitoes from our Gamboa site and of published sequences of P. relictum and P. elongatum (both transmitted by Culex (Culex) sp.). PAN3 and PAN6 are the two lineages commonly found in Turdus grayi. Likelihood parameters were determined using modeltest 3.5 and correspond to the GTR + G + I model with nucleotide frequencies determined by the data. Relationships were similar in a neighbour- joining tree. P L A S M O D I U M L I N E A G E S I N M O S Q U I TO A N D AV I A N H O S T S 2559 ? 2008 The Authors Journal compilation ? 2008 Blackwell Publishing Ltd Diversity and phylogenetic relationships of parasites found in mosquitoes Despite using only a single primer pair we found a surprising diversity of parasite lineages in only two mosquito species. Three lineages were found in Cx. (M.) ocossa and six additional lineages in Ad. squamipennis. Both the number of unique parasite sequences and the percentage of infected pools were higher in Ad. squamipennis than in Cx. (M.) ocossa. On average, each pool that we sampled yielded approximately 0.23 new sequences in Ad. squamipennis and 0.05 in Cx. (M.) ocossa, suggesting that in total Ad. squamipennis harbours many more parasites than Cx. (M.) ocossa. Given that four of the nine sequences recovered in this study were sequenced only once it is likely that many more sequences would be uncovered with further screening of mosquito pools. This is despite the fact that many mosquitoes were negative for Plasmodium in our PCR screens. This low rate of infection is consistent with studies based on microscopic examination of mosquito salivary glands, which have found infection rates as low as 1.9% for avian Plasmodium (Reeves et al. 1954) and < 1% for human Plasmodium (Charlwood et al. 2003, Shililu et al. 2004). This raises the methodological point that we amplified Plasmodium DNA from whole mosquitoes rather than from salivary glands. If any of the amplified parasite lineages were unable to develop into infective sporozoites in these mosquitoes (as has been seen in some studies of experimental infections, e.g. Grieco et al. 2005), then hosts would not be exposed to them. This possibility does not change the fact that PAN3 and PAN6 were found exclusively in mosquitoes of different genera, and it also seems unlikely that none of the seven other lineages was capable of developing into sporozoites. Phylogenetic analysis of parasite sequences recovered from pools of mosquitoes showed that the majority of parasites found in a mosquito species exhibit a degree of monophyly but that this monophyly is incomplete because distantly related parasites can also be found in the same mosquito host. In Ad. Squamipennis, four of the six unique Plasmodium sequences formed a monophyletic clade that was highly supported. Similarly in Cx. (M.) ocossa, PAN2 and PAN3 are each other?s closest relatives. Finally, P. relictum and P. elongatum, the additional two Plasmodium species that have been found in Culex (Culex) mosquitoes, also cluster together although with relatively lower support. Finding a clade of related but reproductively isolated Plasmodium lineages in a single mosquito species raises interesting questions about the dynamics of speciation in this system, because it suggests the possibility that speciation could have occurred sympatrically. Furthermore, the occur- rence of a clade of related parasites in a single mosquito species is very unlike host associations of these parasites in birds, where there is less congruence between bird and parasite phylogenies (Ricklefs et al. 2004). This suggests that parasites are more restricted to their mosquito hosts than to their vertebrate hosts. We now return to the original question of whether parasites that share a vertebrate host do so because of an encounter filter imposed by their mosquito host. Two lines of evidence from this study suggest that parasite?mosquito associations do not restrict the access of parasites to birds but rather seem to be the mechanism that facilitates the switching of avian hosts that we know has occurred in the evolutionary history of this system. First, parasite lineages found in T. grayi were found in different mosquito species. Second, the two parasite lineages of T. grayi were found in their respective mosquito species with several other parasite lineages that were not found in T. grayi. This implies that the distribution of parasites in T. grayi is not a simple reflection of the lineages that are afforded access to T. grayi by mosquitoes. Instead, vertebrate hosts appear to be frequently exposed to a diverse array of Plasmodium lineages, only some of which are regularly successful at inhabiting a particular verte- brate species. Thus, the frequent encounter that mosquitoes seem to create between apparently incompatible hosts and parasites may be the mechanism for Plasmodium?s switching of vertebrate hosts, rather than mosquitoes acting as an access filter that prevents such switching. Acknowledgements We thank Rosemary Grant, Peter Grant, Martin Wikelski, Michaela Hau and Robert Ricklefs for discussions and for comments on previous drafts. Funding was provided by Princeton University, the Smithsonian Tropical Research Institute and a National Science Foundation Doctoral Dissertation Improvement Grant to A.B.G. References Bahl A, Brunk B, Crabtree J et al. (2003) PlasmoDB: the Plasmodium genome resource. A database integrating experimental and computational data. Nucleic Acids Research, 31, 212?215. Beadell JS, Gering E, Austin J et al. (2004) Prevalence and differential host-specificity of two avian blood parasite genera in the Australo-Papuan region. Molecular Ecology, 13, 3829?3844. Bensch S, Perez-Tris J, Waldenstrom J, Hellgren O (2004) Linkage between nuclear and mitochondrial DNA sequences in avian malaria parasites: multiple cases of cryptic speciation? Evolution, 58, 1617?1621. Bensch S, Stjernman M, Hasselquist D et al. (2000) Host specificity in avian blood parasites: a study of Plasmodium and Haemoproteus mitochondrial DNA amplified from birds. Proceedings of the Royal Society of London Series B-Biological Sciences, 267, 1583?1589. Charlwood JD, Pinto J, Sousa CA et al. (2003) ?A mate or a meal? ? Pre-gravid behaviour of female Anopheles gambiae from the islands of Sao Tome and Principe, West Africa. Malaria Journal, 2, Article 9. Christensen BM, Barnes HJ, Rowley WA (1983) Vertebrate host specificity and experimental vectors of Plasmodium (Novyella) kempi Sp-N from the Eastern Wild Turkey in Iowa. Journal of Wildlife Diseases, 19, 204?213. 2560 A . B . G A G E R E T A L . ? 2008 The Authors Journal compilation ? 2008 Blackwell Publishing Ltd Combes C (2001) Parasitism: the Ecology and Evolution of Intimate Interactions. University of Chicago Press, Chicago. Crewe SM (1976) Aedeomyia, a possible new vector of avian malaria. Annals of Tropical Medicine and Parasitology, 70, 477?478. Donnelly MJ, Simard F, Lehmann T (2002) Evolutionary studies of malaria vectors. Trends in Parasitology, 18, 75?80. Escalante AA, Barrio E, Ayala FJ (1995) Evolutionary origin of human and primate malarias ? evidence from the circumsporozoite protein gene. Molecular Biology and Evolution, 12, 616?626. Escalante AA, Freeland DE, Collins WE, Lal AA (1998) The evolution of primate malaria parasites based on the gene encoding cytochrome b from the linear mitochondrial genome. Proceedings of the National Academy of Sciences, USA, 95, 8124?8129. Eyles DE (1951) Studies on Plasmodium gallinaceum. 1. Characteris- tics of the infection in the mosquito, Aedes aegypti. American Jour- nal of Hygiene, 54, 101?112. Fallon SM, Bermingham E, Ricklefs RE (2003) Island and taxon effects in parasitism revisited: avian malaria in the Lesser Antilles. Evolution, 57, 606?615. Fallon SM, Ricklefs RE, Latta SC, Bermingham E (2004) Temporal stability of insular avian malarial parasite communities. Proceedings of the Royal Society of London, Series B: Biological Sciences, 271, 493?500. Fonseca DM, Atkinson CT, Fleischer RC (1998) Microsatellite primers for Culex pipiens quinquefasciatus, the vector of avian malaria in Hawaii. Molecular Ecology, 7, 1617?1619. Fry JD (1990) Trade-offs in fitness on different hosts ? evidence from a selection experiment with a phytophagous mite. American Naturalist, 136, 569?580. Gabaldon AU, Ulloa G, Pulido J (1981) Distribucion geografica, ecologia y etologia de Aedeomyia squamipennis, importante vector natural de malaria aviaria en Venezuela. Boletin de la Direccion de Malariologia y Saneamiento Ambiental, 21, 103?113. Grieco JP, Achee NL, Roberts DR, Andre RG (2005) Comparative susceptibility of three species of Anopheles from Belize, Central America, to Plasmodium falciparum (NF-54). Journal of the American Mosquito Contrological Association, 21, 279?290. Heinemann SJ, Belkin JN (1978) Collection records of the project ?Mosquitoes of Middle America.? 10. Panama, including the Canal Zone (PA, GG). Mosquito Systematics, 10, 119?196. Hellgren O, Waldenstrom J, Perez-Tris J et al. (2007) Detecting shifts of transmission areas in avian blood parasites ? a phylogenetic approach. Molecular Ecology, 16, 1281?1290. Hofmeyr M, Bingham J, Lane EP, Ide A, Nel L (2000) Rabies in African wild dogs (Lycaon pictus) in the Madikwe Game Reserve, South Africa. Veterinary Record, 146, 50?52. Hutchings RSG, Sallum MAM, Ferreira RLM, Hutchings RW (2005) Mosquitoes of the Jau National Park and their potential importance in Brazilian Amazonia. Medical and Veterinary Entomology, 19, 428?441. Ishtiaq F, Gering E, Rappole JH et al. (2007) Prevalence and diversity of avian hematozoan parasites in Asia: a regional survey. Journal of Wildlife Diseases, 43, 382?398. Krzywinski J, Besansky NJ (2003) Molecular systematics of Anopheles: From subgenera to subpopulations. Annual Review of Entomology, 48, 111?139. Lajeunesse MJ, Forbes MR (2002) Host range and local parasite adaptation. Proceedings of the Royal Society of London, Series B: Biological Sciences, 269, 703?710. Lawson M (1995) Rabbit virus threatens ecology after leaping the fence. Nature, 378, 531?531. Matthews BE (1998) An Introduction to Parasitology. Cambridge University Press, Cambridge. McConkey GA, Li J, Rogers MJ et al. (1996) Parasite diversity in an endemic region for avian malaria and identification of a parasite causing penguin mortality. Journal of Eukaryotic Microbiology, 43, 393?399. Nayar JK, Knight JW, Telford SR (1998) Vector ability of mosquitoes for isolates of Plasmodium elongatum from raptors in Florida. Journal of Parasitology, 84, 542?546. Oaks SC, Mitchell VS, Pearson GW, Carpenter CCJ (1991) Malaria: Obstacles and Opportunities. A report of the Institute of Medicine. National Academy Press, Washington, DC. Oskam L, Schoone GJ, Kroon CCM, Lujan R, Davies JB (1996) Polymerase chain reaction for detecting Onchocerca volvulus in pools of blackflies. Tropical Medicine and International Health, 1, 522?527. Pecor JE, Mallampalli VL, Harbach RE, Peyton EL (1992) Catalog and illustrated review of the subgenus Melanoconion of Culex (Diptera: Culicidae). Contributions of the American Entomological Institute, 27, 1?228. Perkins SL, Schall JJ (2002) A molecular phylogeny of malarial parasites recovered from cytochrome b gene sequences. Journal of Parasitology, 88, 972?978. Posada D, Crandall KA (1998) modeltest: testing the model of DNA substitution. Bioinformatics, 14, 817?818. Rathore D, Wahl AM, Sullivan M, McCutchan TF (2001) A phylo- genetic comparison of gene trees constructed from plastid, mitochondrial and genomic DNA of Plasmodium species. Molecular and Biochemical Parasitology, 114, 89?94. Reeves WC, Herold RC, Rosen L, Brookman B, Hammon WM (1954) Studies on avian malaria in vectors and hosts of encephalitis in Kern County, California.2. Infections in mosquito vectors. American Journal of Tropical Medicine and Hygiene, 3, 696?703. Richard FA, Sehgal RNM, Jones HI, Smith TB (2002) A comparative analysis of PCR-based detection methods for avian malaria. Journal of Parasitology, 88, 819?822. Ricklefs RE, Fallon SM (2002) Diversification and host switching in avian malaria parasites. Proceedings of the Royal Society of London, Series B: Biological Sciences, 269, 885?892. Ricklefs RE, Fallon SM, Bermingham E (2004) Evolutionary relationships, cospeciation, and host switching in avian malaria parasites. Systematic Biology, 53, 111?119. Ricklefs RE, Swanson BL, Fallon SM et al. (2005) Community relationships of avian malaria parasites in southern Missouri. Ecological Monographs, 75, 543?559. Ridgely RS, Gwynne JA (1989) A Guide to the Birds of Panama, with Costa Rica, Nicaragua, and Honduras, 2nd edn. Princeton University Press, Princeton, NJ. Shililu J, Ghebremeskel T, Seulu F et al. (2004) Seasonal abundance, vector behavior, and malaria parasite transmission in Eritrea. Journal of the American Mosquito Contrological Association, 20, 155?164. Swofford DL (2002) PAUP* Phylogenetic Analysis Using Parsimony (*and Other Methods). Sinauer Associates, Sunderland, Massachusetts. Szymanski MM, Lovette IJ (2005) High lineage diversity and host sharing of malarial parasites in a local avian assemblage. Journal of Parasitology, 91, 768?774. Telford SR, Nayar JK, Foster GW, Knight JW (1997) Plasmodium forresteri n. sp., from raptors in Florida and southern Georgia: its distinction from Plasmodium elongatum morphologically within and among host species and by vector susceptibility. Journal of Parasitology, 83, 932?937. P L A S M O D I U M L I N E A G E S I N M O S Q U I TO A N D AV I A N H O S T S 2561 ? 2008 The Authors Journal compilation ? 2008 Blackwell Publishing Ltd Valki?nas G (2004) Avian Malarial Parasites and Other Haemosporidia. Taylor and Francis Publishing, London. Van Riper C, Vanriper SG, Goff ML, Laird M (1986) The epizootiology and ecological significance of malaria in Hawaiian land birds. Ecological Monographs, 56, 327?344. Waldenstrom J, Bensch S, Kiboi S, Hasselquist D, Ottosson U (2002) Cross-species infection of blood parasites between resident and migratory songbirds in Africa. Molecular Ecology, 11, 1545?1554. Work TM, Washino RK, Vanriper C (1990) Comparative susceptibility of Culex tarsalis, Anopheles franciscanus, and Culiseta inornata (Diptera, Culicidae) to Plasmodium relictum (Haemosporidia, Plasmodiiae). Journal of Medical Entomology, 27, 68?71. Andrea Gager is interested in the ecology and evolution of disease in human and non-human animals. Jose del Rosario Loaiza studies the ecology of human and avian malaria vectors and is now a PhD student at McGill University and the Smithsonian Tropical Research Institute. Don Dearborn is a behavioural ecologist with interests in host-parasite interactions, reproductive strategies, and conservation biology. Eldredge Bermingham?s research focuses on molecular population genetics and historical biogeography, primarily of neotropical vertebrates and butterflies.