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A decade of stability for wMel Wolbachia in natural Aedes aegypti populations
['Perran A. Ross', 'Pest', 'Environmental Adaptation Research Group', 'Institute', 'The School Of Biosciences', 'The University Of Melbourne', 'Parkville', 'Victoria', 'Katie L. Robinson', 'Qiong Yang']
Date: 2022-04
Abstract Mosquitoes carrying Wolbachia endosymbionts are being released in many countries for arbovirus control. The wMel strain of Wolbachia blocks Aedes-borne virus transmission and can spread throughout mosquito populations by inducing cytoplasmic incompatibility. Aedes aegypti mosquitoes carrying wMel were first released into the field in Cairns, Australia, over a decade ago, and with wider releases have resulted in the near elimination of local dengue transmission. The long-term stability of Wolbachia effects is critical for ongoing disease suppression, requiring tracking of phenotypic and genomic changes in Wolbachia infections following releases. We used a combination of field surveys, phenotypic assessments, and Wolbachia genome sequencing to show that wMel has remained stable in its effects for up to a decade in Australian Ae. aegypti populations. Phenotypic comparisons of wMel-infected and uninfected mosquitoes from near-field and long-term laboratory populations suggest limited changes in the effects of wMel on mosquito fitness. Treating mosquitoes with antibiotics used to cure the wMel infection had limited effects on fitness in the next generation, supporting the use of tetracycline for generating uninfected mosquitoes without off-target effects. wMel has a temporally stable within-host density and continues to induce complete cytoplasmic incompatibility. A comparison of wMel genomes from pre-release (2010) and nine years post-release (2020) populations show few genomic differences and little divergence between release locations, consistent with the lack of phenotypic changes. These results indicate that releases of Wolbachia-infected mosquitoes for population replacement are likely to be effective for many years, but ongoing monitoring remains important to track potential evolutionary changes.
Author summary Wolbachia are endosymbionts that can block the transmission of arboviruses by mosquitoes. Aedes aegypti mosquitoes carrying the wMel strain of Wolbachia have been released in ‘population replacement’ interventions, which aim to establish wMel in mosquito populations, thereby reducing their ability to spread disease. Wolbachia population replacement programs began only a decade ago, raising uncertainty about their long-term effectiveness. Here we provide a comprehensive assessment of the long-term stability of wMel from the very first Wolbachia population replacement release. We show that there is no evidence for changes in the phenotypic effects of wMel in mosquitoes, and confirm that the wMel genome has changed very little in the decade since field releases began. wMel remains at high levels within mosquitoes, suggesting that its ability to block virus transmission has been retained. Our data provides confidence that Wolbachia population replacement releases will provide ongoing protection against arbovirus transmission.
Citation: Ross PA, Robinson KL, Yang Q, Callahan AG, Schmidt TL, Axford JK, et al. (2022) A decade of stability for wMel Wolbachia in natural Aedes aegypti populations. PLoS Pathog 18(2): e1010256.
https://doi.org/10.1371/journal.ppat.1010256 Editor: George Dimopoulos, Johns Hopkins University, Bloomberg School of Public Health, UNITED STATES Received: October 29, 2021; Accepted: January 7, 2022; Published: February 23, 2022 Copyright: © 2022 Ross et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Data Availability: All experimental data are within the manuscript and its Supporting Information files. Raw read datasets and wMel genome sequences have been deposited in Genbank under BioProject numbers PRJNA776956 and PRJNA791959. Funding: AH was supported by the National Health and Medical Research Council (1132412, 1118640, www.nhmrc.gov.au). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. Competing interests: The authors have declared that no competing interests exist.
Introduction Open field releases of Wolbachia-infected mosquitoes are becoming one of the best ways to control arbovirus transmission. Wolbachia “population replacement” programs involve the release of mosquitoes carrying a Wolbachia infection that spreads through mosquito populations and reduces their vector competence [1–3]. Several different Wolbachia strains from other insects have been introduced into Ae. aegypti mosquitoes through microinjection, with many of them reducing the ability of mosquitoes to transmit arboviruses including dengue, Zika and chikungunya [4–6]. The establishment of wMel and wAlbB Wolbachia strains in natural populations has suppressed arbovirus transmission by Ae. aegypti in release locations [7,8]. Population replacement relies on maternal transmission of Wolbachia as well as cytoplasmic incompatibility between Wolbachia-infected males and uninfected females to drive and maintain the Wolbachia infection into the population. Successful establishment and ongoing persistence depends on properties of the Wolbachia strain as well as local environmental conditions which can influence mosquito dispersal [9], Wolbachia maternal transmission [10], cytoplasmic incompatibility [11] and host fitness effects of Wolbachia [12,13]. Wolbachia releases for population replacement first took place in 2011, where wMel-infected Ae. aegypti were released in two suburbs of Cairns, Australia: Gordonvale and Yorkeys Knob [14]. The wMel infection rapidly increased in prevalence and has persisted at a high frequency in these suburbs for many years [15,16]. Releases of wMel-infected Ae. aegypti have since expanded to cover nearly the entire distribution of Ae. aegypti in Australia [16,17]. Following the stable establishment of wMel in almost all release locations, local dengue transmission has almost been eliminated in the country [16,17]. Releases of wMel-infected Ae. aegypti have now been carried out in several dengue-endemic cities including Yogyakarta, Indonesia [18] and Rio de Janeiro [19,20] and Niterói [21,22], Brazil. Quasi-experimental and/or randomized controlled trials show that wMel releases have reduced dengue incidence by >69% [8,22,23], with reductions in chikungunya and Zika transmission also apparent in some locations [22]. Long-term monitoring shows that wMel has persisted in Ae. aegypti populations at high frequencies for many years [16,17,21], though in some locations the infection has remained at an intermediate frequency or dropped out, requiring supplemental releases [19,20,22]. wMel frequencies can also fluctuate seasonally, likely due to high temperatures experienced in larval habitats [24,25]. Theory predicts that Wolbachia infections, mosquitoes and viruses may evolve, potentially rendering Wolbachia population replacement less effective over time [26–28]. Previous studies in Drosophila demonstrate the potential for evolutionary changes affecting both the Wolbachia and host genomes. The wRi Wolbachia strain invaded Australian populations of Drosophila simulans and rapidly shifted from inducing a host fitness cost to a host fitness benefit [29]. The wMelPop strain also induced weaker host fitness costs and cytoplasmic incompatibility across time after being transferred to a novel Drosophila host [30,31]. Selection experiments show that shifts in the phenotypic effects of Wolbachia are often due to host genetic changes [32]. So far there have been limited changes observed in Wolbachia genomes across several years after transinfection to novel hosts such as wCer2 in Drosophila [33] and wMelPop-CLA in Ae. aegypti [34]. In mosquitoes, there is a clear distinction between natural Wolbachia infections and novel transinfections, where the latter tends to induce deleterious effects [1]. This suggests that the effects of Wolbachia transinfections may weaken across evolutionary timescales. Since population replacement programs began only a decade ago, there is still limited information on evolutionary changes following deliberate Wolbachia invasions. In laboratory populations of Ae. aegypti, the wMelPop-PGYP strain has continued to induce complete cytoplasmic incompatibility for the last decade, but some fitness costs appear to have weakened [35]. In field populations, the wMel strain has shown stable phenotypic effects, with no evidence for changes in dengue virus blocking [21,36], cytoplasmic incompatibility [15,37] or effects on fertility [15] after a period of 1 year or more under field conditions. Whole Ae. aegypti [38] and Wolbachia [39,40] genome sequencing studies show limited genomic changes after wMel has been established in Cairns for at least 7 years. Given the importance of tracking the long-term stability of Wolbachia infections in mosquito populations, we have now collected additional data on the phenotypic and genomic stability of wMel from the first ever population replacement releases in Cairns, Australia in 2011. Our data from up to a decade post-release show that the phenotypic effects of wMel largely remain stable in both laboratory and near-field Ae. aegypti populations. We also extend the findings of Huang et al. [39] to show limited genomic changes in Wolbachia over the span of a decade, with no divergence in wMel genomes between different release locations. Our data point to the likely long-term effectiveness of Wolbachia population replacement programs globally.
Discussion In this study, we provide a comprehensive update on the genomic and phenotypic stability of the wMel Wolbachia infection, up to ten years after being released in Ae. aegypti populations. We observed few changes in the wMel genome since before releases began, with little divergence between different locations despite nearly a decade of separation. Furthermore, wMel retains complete cytoplasmic incompatibility, a stable within-host density, and limited host fitness costs. Maintenance of these phenotypic effects along with virus blocking [21,36] and maternal transmission [15] is crucial for the ongoing persistence of Wolbachia and suppression of arbovirus transmission. Our results add to a growing body of evidence (e.g. [15,16,39]) supporting the notion that wMel will continue to remain an effective tool for dengue control for many years, although we note that unlike in the Cairns region of North Queensland, wMel has not always successfully invaded to a high frequency and persisted in some other areas [20,25]. Our results suggest that any shifts in the host phenotypic effects of wMel are likely to reflect evolutionary changes within mosquito populations rather than the Wolbachia genome. This hypothesis is consistent with crossing and selection experiments showing that Wolbachia phenotypic effects depend on nuclear background [13,41]. It is also consistent with genomic data from this and previous studies showing the long-term stability of Wolbachia genomes following transinfection [33,34,39,40]. Our fitness experiments do not provide evidence for evolutionary changes in response to Wolbachia infection, with similar effects observed in mosquito populations that had been infected with wMel for many years (experiment 1) and in populations where wMel was recently introgressed (experiment 2). Comparisons of mosquito genomes prior to wMel release in Gordonvale and seven years post-release point to limited changes [38], but further work with replicated populations is required to confirm any changes due to Wolbachia infection. Accurate phenotyping of Wolbachia infections requires careful control of the nuclear and mitochondrial background between Wolbachia-infected and uninfected populations. In this study, we used tetracycline curing followed by backcrossing to ensure that Wolbachia-infected and uninfected populations had matched mitochondrial and nuclear genomes. Cross-generational effects of tetracycline treatment on fitness have been speculated [42], with some studies accounting for potential disruptions to the microbiome by rearing treated mosquitoes in water from untreated mosquitoes (e.g. [43]). We found no evidence to suggest that tetracycline treatment influences fitness in the following generation, at least for a concentration commonly used to cure Wolbachia infections in insects [44]. While the effect of tetracycline treatment on the mosquito microbiome (aside from Wolbachia) remains to be tested, repeated backcrossing to a common background should help to minimize any differences between populations. Our data, spanning up to a decade since the first releases of wMel in Australia, should be informative for Wolbachia release programs that have taken place more recently in other countries. Our results suggest that when the wMel infection is maintained in an Ae. aegypti population, the phenotypic effects associated with wMel invasion are likely to persist given that the infection remains at a high density. However, more work is required to understand the extent of genetic changes in mosquito populations in response to Wolbachia releases. These may include host genomic changes in response to the presence of Wolbachia or indirect effects from the introduction of host genes from release stocks, such as the introduction of pesticide susceptibility genes in Tubiacanga, Brazil, which likely contributed to an unsuccessful Wolbachia release there [19]. Pesticide susceptibility is an issue in most countries where dengue is endemic and chemicals including pyrethroids, organophosphates, and insect growth regulators are applied to suppress Ae. aegypti populations [45]. However, this has not been an issue in the Cairns region where limited applications of pesticides have likely prevented the local evolution of resistance [46]. While wMel has retained complete cytoplasmic incompatibility and maternal transmission under laboratory conditions, these parameters are affected by environmental conditions [10] and require further evaluation under field conditions. The persistence of a high incidence of wMel in natural populations may be constrained by environmental conditions including high temperatures in some locations [25]. Furthermore, interactions with mosquito genetic background may influence the effects of Wolbachia infection on host fitness [41], which could help to explain variability in wMel establishment success in different countries. While several studies have measured wMel effects in local mosquito backgrounds (e.g. [47,48]), direct comparisons across multiple mosquito strains are needed to understand the contribution of host genetics to phenotype. Finally, ongoing monitoring remains important to identify any changes in Wolbachia infection frequency and inform the need for supplementary releases including those with different host genetic backgrounds and different Wolbachia strains.
Materials and methods Ethics statement Blood feeding of female mosquitoes on human volunteers for this research was approved by the University of Melbourne Human Ethics Committee (approval 0723847). All adult subjects provided informed written consent (no children were involved). Field collections and colony establishment Aedes aegypti mosquitoes were collected as eggs from suburban Cairns in 2016, 2018, 2019 and 2020 from ovitraps. Felt strips from ovitraps were collected and processed identically to previously described methods [24]. Ovitrapping was performed throughout suburban Cairns in September-October 2016 (19 suburbs, 50–100 traps per suburb) and February-March 2018 (12 suburbs, 40–100 traps per suburb), many of which were targeted by wMel release programs from 2011 to 2017 [14,16,49]. The 2019 and 2020 field collections targeted two suburbs with 20 ovitraps each, Gordonvale and Yorkeys Knob, where wMel-infected Ae. aegypti were released in 2011 [14]. Subsets of Ae. aegypti larvae from central Cairns, Gordonvale and Yorkeys Knob were pooled from all traps within a suburb to establish laboratory populations for phenotypic comparisons. Thirty individuals from the F 1 and F 2 generations were screened for Wolbachia infection (see below) to confirm fixation of wMel within the laboratory populations. All populations were maintained at census size of ~450 individuals per generation at 26°C and a 12:12 light:dark cycle as described previously [50]. Female mosquitoes were fed on the forearm of a single human volunteer for egg production. Wolbachia infection frequency and density Wolbachia infection frequencies were estimated from the 2016 and 2018 field collections by screening subsets of individuals hatching from ovitraps for Wolbachia. For the 2016 field collections, life stage was uncontrolled, with a mix of adults and larvae tested, thus data were only suitable for Wolbachia frequency estimates. Up to 10 individuals were screened per trap, with between 10 and 243 individuals screened per suburb. For the 2018 field collections, 30 4th-instar larvae from 15 ovitraps (2 per trap) per suburb were screened for Wolbachia infection. Larvae were reared at a controlled density (50 larvae per tray) and stored at the same age (5 d post-hatching), allowing for a comparison of Wolbachia density across suburbs. In June 2019, we measured wMel density in adults (15 females and 15 males) from laboratory populations that were established from field collections at different times (Gordonvale at F 1 , Yorkeys Knob at F 1 and F 16 , central Cairns at F 9 and the wMel lab population). Aedes aegypti from field collections and laboratory populations were screened for Wolbachia infection status and density using a Roche Lightcycler 480 according to previously described methods [51]. Genomic DNA was extracted with 250 μL of 5% Chelex 100 Resin (Bio-Rad laboratories, Hercules CA) and 3 μL of Proteinase K (20 mg/mL) (Roche Diagnostics Australia Pty. Ltd., Castle Hill New South Wales, Australia). Tubes were incubated for 60 min at 65°C then 10 min at 90°C. Three primer sets were used to amplify markers specific to mosquitoes (mRpS6_F 5’AGTTGAACGTATCGTTTCCCGCTAC3’ and mRpS6_R 5’ GAAGTGACGCAGCTTGTGGTCGTCC3’), Ae. aegypti (aRpS6_F 5’ATCAAGAAGCGCCGTGTCG3’ and aRpS6_R 5’CAGGTGCAGGATCTTCATGTATTCG3’), and wMel (w1_F 5’AAAATCTTTGTGAAGAGGTGATCTGC3’ and w1_R 5’ GCACTGGGATGACAGGAAAAGG3’). Relative Wolbachia densities were determined by subtracting the crossing point (Cp) value of the wMel-specific marker from the Cp value of the Ae. aegypti-specific marker. Differences in Cp were averaged across 3 consistent replicate runs, then transformed by 2n. Phenotypic comparisons We performed two sets of experiments to evaluate the phenotypic effects of wMel derived from field and laboratory populations. In the first set, populations were cured with tetracycline to remove the wMel infection, maintaining similar genetic backgrounds between infected and uninfected lines. In the second set, we used backcrossing to introduce the wMel infection from different origins to a common genetic background, then compared populations to uninfected lines that had been crossed to the same background. Both sets of experiments involved the wMel Lab population which was collected from Cairns in 2014 and had spent at least 60 generations in the laboratory before the first set of experiments commenced. All experiments were performed at 26°C and a 12:12 light:dark cycle. Experiment 1 was performed in September 2018 using wMel-infected populations collected from Yorkeys Knob in February 2018 (wMel YK) and Cairns in 2014 (wMel Lab). wMel YK and wMel Lab were divided into four population cages each. Two replicate populations from each line were treated for three consecutive generations with tetracycline hydrochloride (2 mg/mL) provided to adults in 10% sucrose solution to cure the wMel infection. Females were blood fed at 10 d old to ensure that they had fed on the antibiotic solution prior to blood feeding. The other two replicate populations from each line were left untreated but reared synchronously. All populations were reared in the absence of antibiotics for two generations before experiments commenced, with thirty adults from each population screened for Wolbachia infection to ensure complete removal of wMel in the treated lines (wMel YK.tet and wMel Lab.tet) and fixation of wMel in the untreated lines (wMel YK and wMel Lab). The wMel YK and wMel YK.tet populations were at F 8 in the laboratory when experiments commenced. Experiment 2 was performed in August 2020 using wMel-infected populations collected from Yorkeys Knob in February 2020 (wMel YK), Gordonvale in February 2020 (wMel GV), Cairns in 2014 (wMel Lab), as well as an uninfected population that had been cured of wMel in the previous experiment (wMel Lab.tet). Two hundred females from each population were crossed to 200 males from a natively uninfected population collected from locations in Cairns prior to wMel releases. This process was repeated for two further generations to produce a similar nuclear background between populations. The backcrossed wMel YK and wMel GV populations were at F 5 in the laboratory when experiments commenced. In both experiments, we measured larval development time, adult wing length, female fecundity and egg hatch proportions. Eggs (<1 week old) from each population were hatched in reverse osmosis (RO) water and 100 larvae (<1 d old) were counted into plastic trays filled with 500 mL RO water (with 6 replicate trays per population in experiment 1 and 12 replicate trays per population in experiment 2). Larvae were fed TetraMin Tropical Fish Food tablets (Tetra, Melle, Germany) ad libitum (with daily monitoring and removal of excess food to prevent overfeeding) until pupation. Development time was scored by counting and sexing pupae twice per day. Adults were pooled across replicate trays and released into cages. Wings of adults (20 males and 20 females per population) were dissected and measured for their length (from the alular notch to the wing tip). Females (5–7 d old, sugar-starved for 1 d) were blood fed and isolated in 70 mL specimen cups filled with 15 mL of larval rearing water, lined with a strip of sandpaper (Norton Master Painters P80; Saint-Gobain Abrasives Pty. Ltd., Thomastown, Victoria, Australia) and covered with a mesh lid. Twenty females were isolated per population in experiment 1. In experiment 2, fecundity and egg hatch proportions were tracked across four consecutive gonotrophic cycles by isolating 30 engorged females per population, returning females that laid eggs to cages, then blood feeding and isolating 30 engorged females again every 4–5 d. Eggs were collected 4 days after blood feeding, partially dried, then hatched 3 d after collection in trays filled with RO water and a few grains of yeast. Fecundity and egg hatch proportions were determined by counting the total number of eggs and the number of hatched eggs (with the egg cap clearly detached) under a dissecting microscope. In experiment 2, we also measured adult longevity (8 replicate cages of 25 males and 25 females per population) by maintaining adults in 3 L cages with cups of 10% sucrose and scoring mortality 3 times per week. Quiescent egg viability was measured in experiment 2 by storing eggs on sandpaper strips in a sealed container with a saturated solution of potassium chloride to maintain a constant humidity of ~80%. Twelve replicate batches of eggs per population (median 68 eggs) were hatched on week 1 and 2, then every two weeks until week 22. Egg hatch proportions were scored as above for individual females. Effects of tetracycline treatment on fitness In the above experiments we used populations that had been cleared of Wolbachia infections through tetracycline treatment. Despite allowing for at least two generations of recovery, these treatments could potentially disrupt the microbiome (including the mitochondria), leading to fitness differences between lines that are independent of Wolbachia infection. To test whether antibiotic treatment has any effect on fitness, we fed wMel-infected (wMel Lab) and natively uninfected (F 29 in the laboratory) adults with 2 mg/mL tetracycline hydrochloride for 10 d before blood feeding, then measured fitness in the subsequent generation. We scored larval development time, survival to pupa and sex ratio (6 replicate trays per treatment) as well as female and male wing length, female fecundity and egg hatch proportions (20 individuals each). Experiments were performed identically to the phenotypic comparisons above. Cytoplasmic incompatibility We tested the ability of wMel-infected Ae. aegypti to induce cytoplasmic incompatibility in near-field and laboratory populations. Reciprocal crosses were performed in June 2019 between wMel-infected populations established from Gordonvale at F 1 (wMel GV F 1 ), Yorkeys Knob at F 1 (wMel YK F 1 ) or Cairns at F 60+ (wMel Lab), and a natively uninfected population (F 35 in the laboratory). Pupae from each population were sexed and released into separate 3 L cages to confirm accurate sex sorting. Groups of 40 females and 40 males (1 d old) were then aspirated into cages together and left for 5 d to mate. Females (starved of sugar for 24 hr) were blood-fed, isolated for oviposition and scored for fecundity and egg hatch proportions according to the methods described above for the phenotypic comparisons. Wolbachia and mitochondrial whole genome sequencing Previously, we sequenced the wMel and mitochondrial genomes of Ae. aegypti collected up to eight years after field releases [39]. Here, we extend these findings by sequencing the Wolbachia and mitochondrial genomes of wMel-infected Ae. aegypti sampled a decade apart from pre-release and post-release populations. The pre-release wMel-infected populations (wC45 F 9 and F 10 ) were sampled in 2010 and stored at -20°C, while three wMel-infected populations were sampled in 2020: wMel GV F 2 collected from Gordonvale in 2020, wMel YK F 2 collected from Yorkeys Knob in 2020, and wMel Lab, collected from Cairns in 2014 and maintained under laboratory conditions until sampling. Genomic DNA was extracted from pooled samples containing five adult females. Sequencing libraries were then prepared as described previously [52]. Reference genome assembly Sequencing reads were quality filtered using Trimmomatic [53]. The samples were trimmed in paired-end mode with the following parameter settings: leading = 20; trailing = 20; slidingwindow = 4:20; minlen = 70; adapter sequences were removed using the ILLUMINACLIP option, with maximum seed mismatches = 2 and the palindrome clip threshold = 30. Reads were aligned to a wMel reference genome (GenBank accession: NC_002978.6) and an Ae. aegypti mitochondrial reference genome (GenBank accession: MH348177.1) with the Burrows-Wheeler Aligner (BWA; [54]) using the bwa mem algorithm and default parameter settings. Quality filtering of alignments and variant calling was performed with SAMtools and BCFtools [55,56]. PCR duplicates were excluded from subsequent analyses by soft masking. Reads with a MAPQ score < 25 were removed from the alignment, except for reads with MAPQ = 0, which were permitted to allow for mapping to repetitive regions. Genotype likelihoods were calculated using a maximum of 2000 reads per position. For variant calling, ploidy was set to haploid. The variant call output was used to create a consensus nucleotide sequence, wherein genome positions with coverage < 5 were masked as ‘N’. Loci were considered to be polymorphic within a sample if they had coverage ≥ 30 and two or more alleles with a frequency of ≥ 25%. Any such loci occurring within the 16S rRNA or 23S rRNA genes were excluded from analysis, as we observed a relatively high level of contaminant reads mapping to these regions. Genome sequences were inspected and aligned with Geneious v 9.1.8 (
https://www.geneious.com). Kraken2 [57] and the Standard-8 precompiled reference database (
https://benlangmead.github.io/aws-indexes/k2; downloaded 17/9/21) were used to search for sequence contamination within the Wolbachia genomes. The sequencing reads mapped by bwa to the wMel reference genome were filtered to remove reads matching taxa other than Wolbachia, and genome assemblies were then repeated with the filtered datasets, using the above pipeline. The original pre-filtration genome sequences were edited to correct erroneous positions after comparison with the corresponding post-filtration genome sequences. Statistical analysis Most experimental data (including Wolbachia density, development time, wing length, fecundity and egg hatch) were analyzed with general linear models (GLMs) while adult longevity data were analysed with log-rank tests. All analyses were carried out with IBM SPSS Statistics 26. Data were transformed where appropriate (with all proportional data being logit transformed). The first experiment had two replicate populations and data were initially analysed with replicate population (nested within population origin x Wolbachia infection status) included as a factor. Replicate populations were then pooled for a second analysis due to a lack of significant effect of replicate population (P > 0.1) for any trait. Wolbachia infection status and population origin were included as factors. In the second experiment, fecundity and egg hatch proportions were tracked across gonotrophic cycles with the same mosquitoes, so we ran separate analyses for each cycle. For quiescent egg viability, wMel-infected and uninfected populations were analysed both together and separately at the first (1 week) and last time (22 weeks) points. Field Wolbachia density data were analysed with release year and suburb (nested within release year) as factors. We performed Bonferroni corrections where multiple traits were evaluated in the same cohort of mosquitoes.
Supporting information S1 Fig. wMel Wolbachia infection frequencies in Cairns in (A) 2016 and (B) 2018 sampled through ovitrapping. Contains information from OpenStreetMap and OpenStreetMap Foundation, which is made available under the Open Database License.
https://doi.org/10.1371/journal.ppat.1010256.s001 (TIF) S1 Table. Observed differences in Wolbachia and mitochondrial genomes. Positions are shown relative to the GenBank reference sequences used for read mapping. Some or all of the differences are likely to be sequencing artifacts (see main text). For comparison, the results of Huang et al. [39] and Dainty et al. [40] are also shown. ND = not determined.
https://doi.org/10.1371/journal.ppat.1010256.s002 (XLSX) S2 Table. Genome positions found to show polymorphism within populations. In our study, loci were considered to be polymorphic within a sample if they had coverage ≥ 30 and two or more alleles with a frequency of ≥ 25%. Any such loci occurring within the 16S rRNA or 23S rRNA genes were excluded from analysis, as we observed a relatively high level of contaminant reads mapping to these regions. Positions are shown relative to the GenBank reference sequences used for read mapping. For comparison, the results of Huang et al. [39] and Dainty et al. [40] are also shown. For Dainty et al. [40], multiple samples per population were analysed, with each sample containing a single individual—allele frequencies are reported as number individuals/total individuals per population. NR = not reported; not scored as polymorphic by the authors of the original study; in most cases these values are likely to be at or close to 100%.
https://doi.org/10.1371/journal.ppat.1010256.s003 (XLSX)
Acknowledgments We thank Safi Soleimannejad and Kelly Richardson for technical assistance.
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