{"id":88543,"date":"2025-08-24T01:00:15","date_gmt":"2025-08-24T01:00:15","guid":{"rendered":"https:\/\/www.newsbeep.com\/uk\/88543\/"},"modified":"2025-08-24T01:00:15","modified_gmt":"2025-08-24T01:00:15","slug":"growth-and-development-of-two-predator-species-fed-a-diet-of-genetically-engineered-mosquitoes-parasites-vectors","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/uk\/88543\/","title":{"rendered":"Growth and development of two predator species fed a diet of genetically engineered mosquitoes | Parasites &#038; Vectors"},"content":{"rendered":"<p>Genetically engineered Anopheles coluzzii<\/p>\n<p>The genetically engineered AcTP13 strain of An. coluzzii used in these experiments was developed and described by the James lab at UC Irvine [<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 8\" title=\"Carballar-Lejaraz\u00fa R, Dong Y, Pham TB, Tushar T, Corder RM, Mondal A, et\u00a0al. Dual effector population modification gene-drive strains of the African malaria mosquitoes, Anopheles gambiae and Anopheles coluzzii. Proc Natl Acad Sci. 2023;120:e2221118120. &#010;                  https:\/\/doi.org\/10.1073\/pnas.2221118120&#010;                  &#010;                .\" href=\"http:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6#ref-CR8\" id=\"ref-link-section-d206367578e910\" rel=\"nofollow noopener\" target=\"_blank\">8<\/a>]. The GEM strain was initially created via introgression of a drive system into the Mopti An. coluzzii strain (MRA-763) from BEI (BEI Resources, Manassas, VA, USA); therefore, the Mopti strain was used as the WT control for the studies described in this report. The AcTP13 GEM is equipped with two effector genes that produce single-chain variable fragment monoclonal antibodies that target Plasmodium falciparum at the ookinete and sporozoite stages [<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 8\" title=\"Carballar-Lejaraz\u00fa R, Dong Y, Pham TB, Tushar T, Corder RM, Mondal A, et\u00a0al. Dual effector population modification gene-drive strains of the African malaria mosquitoes, Anopheles gambiae and Anopheles coluzzii. Proc Natl Acad Sci. 2023;120:e2221118120. &#010;                  https:\/\/doi.org\/10.1073\/pnas.2221118120&#010;                  &#010;                .\" href=\"http:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6#ref-CR8\" id=\"ref-link-section-d206367578e919\" rel=\"nofollow noopener\" target=\"_blank\">8<\/a>]. These effector genes are most strongly expressed in adult females following a blood meal [<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 8\" title=\"Carballar-Lejaraz\u00fa R, Dong Y, Pham TB, Tushar T, Corder RM, Mondal A, et\u00a0al. Dual effector population modification gene-drive strains of the African malaria mosquitoes, Anopheles gambiae and Anopheles coluzzii. Proc Natl Acad Sci. 2023;120:e2221118120. &#010;                  https:\/\/doi.org\/10.1073\/pnas.2221118120&#010;                  &#010;                .\" href=\"http:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6#ref-CR8\" id=\"ref-link-section-d206367578e923\" rel=\"nofollow noopener\" target=\"_blank\">8<\/a>], and therefore adult semi-gravid or gravid An. coluzzii were used for predator diets.<\/p>\n<p>Predators<\/p>\n<p>Immature stages of two predator species, the mosquitofish Gambusia affinis (Fig.\u00a0<a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6#Fig1\" rel=\"nofollow noopener\" target=\"_blank\">1<\/a>a) and the bold jumping spider Phidippus audax (Fig.\u00a0<a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6#Fig2\" rel=\"nofollow noopener\" target=\"_blank\">2<\/a>a) were selected for this experiment. Immature stages were used because growth during this period occurs rapidly and predictably as individuals progress toward sexual maturity.<\/p>\n<p>Fig.\u00a01<a class=\"c-article-section__figure-link\" data-test=\"img-link\" data-track=\"click\" data-track-label=\"image\" data-track-action=\"view figure\" href=\"https:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6\/figures\/1\" rel=\"nofollow noopener\" target=\"_blank\"><img decoding=\"async\" aria-describedby=\"Fig1\" src=\"https:\/\/www.newsbeep.com\/uk\/wp-content\/uploads\/2025\/08\/13071_2025_6987_Fig1_HTML.jpg\" alt=\"figure 1\" loading=\"lazy\" width=\"685\" height=\"419\"\/><\/a><\/p>\n<p>Gambusia affinis morphological characteristics and measurements. a Juvenile G. affinis of indistinguishable sex. b Fish length measured dorsally on a 1\u00a0mm\u00a0\u00d7\u00a01\u00a0mm grid from the tip of the mouth to the base of the caudal fin (yellow arrow). c Sexual differentiation in G. affinis shown in an adult female (left) displaying a black gravid spot and larger rounded body and adult male (right) displaying an elongated gonopodium (anal fin) and smaller narrow body (a and c not to scale)<\/p>\n<p>Fig.\u00a02<a class=\"c-article-section__figure-link\" data-test=\"img-link\" data-track=\"click\" data-track-label=\"image\" data-track-action=\"view figure\" href=\"https:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6\/figures\/2\" rel=\"nofollow noopener\" target=\"_blank\"><img decoding=\"async\" aria-describedby=\"Fig2\" src=\"https:\/\/www.newsbeep.com\/uk\/wp-content\/uploads\/2025\/08\/13071_2025_6987_Fig2_HTML.jpg\" alt=\"figure 2\" loading=\"lazy\" width=\"685\" height=\"629\"\/><\/a><\/p>\n<p>Phidippus audax characteristics and measurements. a Juvenile P. audax showing no phenotypic sex characteristics. Defined measurements of (b) carapace width and (c) anterior median eye diameter<\/p>\n<p>Mosquitofish: Gambusia affinis<\/p>\n<p>Gravid adult G. affinis fish were acquired from the Sacramento-Yolo Mosquito and Vector Control District (8631 Bond Rd Elk Grove, CA 95624). Each female was isolated in a 6-L birthing tank filled with conditioned tap water and equipped with an air stone for oxygenation. Each gravid female was placed in a screened-off birthing chamber within the tank. The screen prevented cannibalization by allowing fry to swim through while containing the adult female [<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 41\" title=\"Siegel JP, Novak RJ, Lampman RL, Steinly BA. Statistical appraisal of the weight-wing length relationship of mosquitoes. J Med Entomol. 1992;29:711\u20134. &#010;                  https:\/\/doi.org\/10.1093\/jmedent\/29.4.711&#010;                  &#010;                .\" href=\"http:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6#ref-CR41\" id=\"ref-link-section-d206367578e1031\" rel=\"nofollow noopener\" target=\"_blank\">41<\/a>]. The adult female was removed from the chamber after giving birth. Fry were raised communally with their siblings for the first 2 weeks of life and fed Hikari First Bites Fish Food Granules (Petco, San Diego, California, USA) ad libitum daily. After 2 weeks, offspring from two separate mothers were divided evenly between two assigned diet groups, with offspring totaling 40 individuals per diet group. Fish were then reared individually in 700\u00a0ml plastic containers filled with 500\u00a0ml of conditioned tap water equipped with an air stone for oxygenation and a screened lid to prevent jumping.<\/p>\n<p>Although adult G. affinis will readily feed on adult mosquitoes from the water\u2019s surface, attempts to feed live adult mosquitoes to juvenile fish were unsuccessful owing to the juveniles\u2019 small size. The G. affinis diet was designed to include high levels of expressed GEM antibodies rather than accurately reproduce predatory\u2013prey dynamics between G. affinis and An. coluzzii. Therefore, adult mosquitoes were lyophilized and mixed with Hikari First Bites Fish Food Granules (Petco, San Diego, CA, USA) to prepare the G. affinis diet. Cages of adult mosquitoes containing a mixture of gravid, nongravid, and male mosquitoes were used to prepare the diet. Anopheles were blood-fed the evening before G. affinis diet preparation began. Cages of unsorted live adults were placed in a \u221220\u00a0\u00b0C freezer for 30\u00a0min. Each cage of frozen mosquitoes was funneled into a 15\u00a0ml tube stored at \u221220\u00a0\u00b0C for a maximum of 2\u00a0h. Each tube was lyophilized for 24\u00a0h using a Labconco FreeZone 2.5 Plus lyophilizer (Labconco, Kansas City, MO, USA). To ensure that the final GEM and WT diet mixtures contained the same percentage of gravid female mosquitoes, three parameters were recorded: (1) the average mass of individual lyophilized male, nongravid female, and gravid female mosquitoes for each strain, (2) the ratio of mosquito types (gravid females, nongravid females, and males) within each cage, and (3) the total mass of lyophilized mosquitoes per cage. To determine the average mass of each mosquito type, 50 individual males, nongravid, and gravid females from each strain were lyophilized separately, and the average mass per individual of each type was calculated. Prior to lyophilization, subsamples of approximately 150 mosquitoes from each cage were sorted into males, nongravid females, and gravid females to estimate the fractional ratio of mosquito type per cage. Finally, after lyophilizing each cage, all lyophilized mosquitoes were weighed to determine the total cage mass.<\/p>\n<p>$${{\\varvec{T}}}_{{\\varvec{G}}{\\varvec{F}}}=\\frac{{f}_{GF}}{\\left({\\overline{m} }_{M}\\cdot {f}_{M}\\right)+\\left({\\overline{m} }_{GF}\\cdot {f}_{GF}\\right)+\\left({\\overline{m} }_{NG}\\cdot {f}_{NG}\\right)}\\cdot C$$<\/p>\n<p>The estimated total number of gravid females per cage \\({({\\varvec{T}}}_{{\\varvec{G}}{\\varvec{F}}})\\) was determined using the average individual mosquito masses (\\(\\overline{{\\varvec{m}} }\\)) and fractional ratio (\\({\\varvec{f}}\\)) of males (\\({\\varvec{M}}\\)), nongravid females (\\({\\varvec{N}}{\\varvec{G}}\\)), and gravid females (\\({\\varvec{G}}{\\varvec{F}}\\)), and the total mass of the lyophilized cage (\\({\\varvec{C}}\\)). Approximately 16 cages of each mosquito strain were processed to produce a mosquito mixture containing 68% gravid females and 32% males and nongravid females by mass. Although the diet mixtures also contained males and nongravid females, the number of gravid females was used as the basis for dietary composition because the gravid females express the genetically engineered proteins of interest to this study. The final diet mixture was prepared by grinding the lyophilized mosquitoes and mixing them with fish food to create a formulation of 10 gravid females per 14 mg of powdered food mixture. This mixture was 40% gravid female, 20% nongravid female and male, and 40% fish food by mass.<\/p>\n<p>Once per week, mass and length measurements were collected for each fish. A week zero baseline measurement was taken before beginning the experimental diet. To measure mass, each fish was transferred from its enclosure to a 30\u00a0mm petri dish containing water on a pretared scale. A net was used to transfer the fish to prevent excess water from altering the fish mass. Fish mass was recorded to the nearest 0.1\u00a0mg. After weighing, each fish was photographed on a 1\u00a0mm\u2009\u00d7\u20091\u00a0mm grid background to measure its standard length. Standard length [<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 42\" title=\"Anderson RO, Neumann RM. Length, weight, and associated structural indices. In: Murphy BR, Willis DW, editors. Fisheries techniques. 2nd ed. Bethesda: American Fisheries Society; 1996. p. 447\u201382.\" href=\"http:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6#ref-CR42\" id=\"ref-link-section-d206367578e1422\" rel=\"nofollow noopener\" target=\"_blank\">42<\/a>] was measured dorsally from the tip of the mouth to the base of the caudal fin using ImageJ software (Fig.\u00a0<a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6#Fig1\" rel=\"nofollow noopener\" target=\"_blank\">1<\/a>b) [<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 43\" title=\"Schneider CA, Rasband WS, Eliceiri KW. NIH Image to ImageJ: 25 years of image analysis. Nat Methods. 2012;9:671\u20135. &#010;                  https:\/\/doi.org\/10.1038\/nmeth.2089&#010;                  &#010;                .\" href=\"http:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6#ref-CR43\" id=\"ref-link-section-d206367578e1428\" rel=\"nofollow noopener\" target=\"_blank\">43<\/a>, <a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 44\" title=\"Arismendi I, Bury G, Zatkos L, Snyder J, Lindley D. A method to evaluate body length of live aquatic vertebrates using digital images. Ecol Evol. 2021;11:5497\u2013502. &#010;                  https:\/\/doi.org\/10.1002\/ece3.7444&#010;                  &#010;                .\" href=\"http:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6#ref-CR44\" id=\"ref-link-section-d206367578e1431\" rel=\"nofollow noopener\" target=\"_blank\">44<\/a>].<\/p>\n<p>During the 7-week experiment, fish were fed a GEM or WT mosquito food mixture twice per week, with fish food provided on all other days. The daily ration of mosquito food mix and fish food was adjusted weekly to approximately 25% of the average fish body weight. On average, fish consumed 14.5 gravid females per week. Water in each container was replaced prior to the twice-weekly mosquito feedings. Fish were monitored daily for mortality (Fig.\u00a0<a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6#Fig3\" rel=\"nofollow noopener\" target=\"_blank\">3<\/a>a) and observed twice weekly for signs of sexual differentiation (Fig.\u00a0<a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6#Fig3\" rel=\"nofollow noopener\" target=\"_blank\">3<\/a>b). Fish displaying a gravid spot were classified as female, while those with an elongated gonopodium were classified as male (Fig.\u00a0<a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6#Fig1\" rel=\"nofollow noopener\" target=\"_blank\">1<\/a>c). After the initial 7-week period, fish were reared for an additional 3 weeks and fed Hikari fish bites to allow more individuals to achieve sexual differentiation (Fig.\u00a0<a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6#Fig3\" rel=\"nofollow noopener\" target=\"_blank\">3<\/a>b).<\/p>\n<p>Fig.\u00a03<a class=\"c-article-section__figure-link\" data-test=\"img-link\" data-track=\"click\" data-track-label=\"image\" data-track-action=\"view figure\" href=\"https:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6\/figures\/3\" rel=\"nofollow noopener\" target=\"_blank\"><img decoding=\"async\" aria-describedby=\"Fig3\" src=\"https:\/\/www.newsbeep.com\/uk\/wp-content\/uploads\/2025\/08\/13071_2025_6987_Fig3_HTML.png\" alt=\"figure 3\" loading=\"lazy\" width=\"685\" height=\"769\"\/><\/a><\/p>\n<p>Weekly measurements of G. affinis development metrics. a Cumulative mortality rates for genetically modified mosquito (GEM) diet group (left) or wild-type (WT) diet group (right) and (b) sexual differentiation for GEM diet group (left) or WT diet group (right)<\/p>\n<p>Jumping spiders: Phidippus audax<\/p>\n<p>Two gravid P. audax females were purchased from jumpingspidersforsale.com (Garden Grove, CA, USA). Each female was housed in a 101.6\u00a0mm\u2009\u00d7\u2009101.6\u00a0mm\u2009\u00d7\u2009128.6\u00a0mm enclosure and fed a diet of crickets and fruit flies twice per week. Hatchlings were kept in the same enclosure as the mother until they began to leave the nest, approximately 1 month after hatching. The 59 total hatchlings from two mothers were placed in individual enclosures and distributed evenly between the two diet groups. The sex ratio was initially unknown as juvenile male and female jumping spiders are morphologically indistinguishable (Fig.\u00a0<a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6#Fig2\" rel=\"nofollow noopener\" target=\"_blank\">2<\/a>a).<\/p>\n<p>Individual enclosures measured 12.5\u2009\u00d7\u20095.5\u2009\u00d7\u20095.5\u00a0mm and contained a Plaster of Paris substrate and cork bark affixed to one side. Small, screened ventilation holes were provided on the sides and lids of the container, with a larger plugged hole at the base of the enclosure to allow for the introduction of mosquito prey. Enclosures were sprayed with water three times per week. Prior to the start of the experiment, each juvenile spider was fed five fruit flies per week. A week 0 baseline measurement was taken before the initial introduction of GEM or WT mosquito diets.<\/p>\n<p>During the experiment, spiders were exclusively fed ten live, half-gravid, female GEM or WT An. coluzzii mosquitoes once per week for 11\u00a0weeks. A total of 30 spiders were used for each diet group. Spiders and remaining mosquitoes were lightly anesthetized with CO2 and removed from their enclosures 48\u00a0h after feeding. The number of uneaten mosquitoes remaining in the enclosure was recorded and all mosquitoes, mosquito carcasses, and spider molts were removed. The anesthetized spiders were weighed on a tared scale to the nearest 0.1\u00a0mg and photographed on a 1\u00a0mm\u2009\u00d7\u20091\u00a0mm grid background positioned under a microscope for carapace width and eye diameter measurements. Photos were analyzed using ImageJ software to acquire the carapace width (Fig.\u00a0<a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6#Fig2\" rel=\"nofollow noopener\" target=\"_blank\">2<\/a>b) and anterior median eye diameter (Fig.\u00a0<a data-track=\"click\" data-track-label=\"link\" data-track-action=\"figure anchor\" href=\"http:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6#Fig2\" rel=\"nofollow noopener\" target=\"_blank\">2<\/a>c) [<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 40\" title=\"Gote JT, Butler PM, Zurek DB, Buschbeck EK, Morehouse NI. Growing tiny eyes: how juvenile jumping spiders retain high visual performance in the face of size limitations and developmental constraints. Vision Res. 2019;160:24\u201336. &#010;                  https:\/\/doi.org\/10.1016\/j.visres.2019.04.006&#010;                  &#010;                .\" href=\"http:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6#ref-CR40\" id=\"ref-link-section-d206367578e1512\" rel=\"nofollow noopener\" target=\"_blank\">40<\/a>, <a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 43\" title=\"Schneider CA, Rasband WS, Eliceiri KW. NIH Image to ImageJ: 25 years of image analysis. Nat Methods. 2012;9:671\u20135. &#010;                  https:\/\/doi.org\/10.1038\/nmeth.2089&#010;                  &#010;                .\" href=\"http:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6#ref-CR43\" id=\"ref-link-section-d206367578e1516\" rel=\"nofollow noopener\" target=\"_blank\">43<\/a>]. Mortality was monitored twice per week.<\/p>\n<p>After the completion of the feeding experiment, P. audax were housed individually for an additional 3 weeks and fed a diet of 15 fruit flies per week. Spiders were then euthanized and preserved in ethanol. Preserved P. audax individuals were examined morphologically to determine sex. Males were identified via the presence of palpal bulbs on the pedipalps, and females were identified via the presence of an epigynum on the underside of the abdomen. Individuals that did not reach penultimate or adult instars had indistinguishable morphological sex characteristics at the time of euthanasia and were recorded as unknown sex.<\/p>\n<p>Analyses<\/p>\n<p>Standard deviation (SD) was calculated to assess differences in the GEM and WT groups. A two-way analysis of variance (ANOVA) was used to test for effects of diet group, sex, and their interaction on predator growth [<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 45\" title=\"Brady SM, Burow M, Busch W, Carlborg O, Denby KJ, Glazebrook J, et\u00a0al. Reassess the t test: interact with all your data via ANOVA. Plant Cell. 2015;27:2088\u201394. &#010;                  https:\/\/doi.org\/10.1105\/tpc.15.00238&#010;                  &#010;                .\" href=\"http:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6#ref-CR45\" id=\"ref-link-section-d206367578e1537\" rel=\"nofollow noopener\" target=\"_blank\">45<\/a>]. Following ANOVA results, Tukey\u2019s honest significant difference post-hoc test was used to determine if growth differed significantly between sexes (female, male, or unknown) and to determine if growth differed between individuals of the same sex across the two diet groups. Fisher\u2019s exact test [<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 46\" title=\"Fisher RA. Statistical methods for research workers. 5th ed. Edinburgh: Oliver and Boyd; 1934.\" href=\"http:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6#ref-CR46\" id=\"ref-link-section-d206367578e1540\" rel=\"nofollow noopener\" target=\"_blank\">46<\/a>] was used to determine if mortality rates differed significantly, and a Chi-squared test [<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 47\" title=\"Pearson KX. On the criterion that a given system of deviations from the probable in the case of a correlated system of variables is such that it can be reasonably supposed to have arisen from random sampling. London, Edinburgh, Dublin Philos Mag J Sci. 1900;50:157\u201375. &#010;                  https:\/\/doi.org\/10.1080\/14786440009463897&#010;                  &#010;                .\" href=\"http:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6#ref-CR47\" id=\"ref-link-section-d206367578e1543\" rel=\"nofollow noopener\" target=\"_blank\">47<\/a>] was used to determine if sex ratios differed significantly. All analyses were conducted in R version 4.4.2 [<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 48\" title=\"R Core Team. R: A language and environment for statistical computing. Vienna: R Foundation for Statistical Computing; 2021.\" href=\"http:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6#ref-CR48\" id=\"ref-link-section-d206367578e1546\" rel=\"nofollow noopener\" target=\"_blank\">48<\/a>] using the rstatix, dplyr, broom, and purr packages for statistical generation and analysis [<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" title=\"Kassambara A: rstatix: Pipe-Friendly Framework for Basic Statistical Tests. 2023.\" href=\"#ref-CR49\" id=\"ref-link-section-d206367578e1549\">49<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" title=\"Robinson D, Hayes A, Couch S. broom: Convert Statistical Objects into Tidy Tibbles. 2025. &#10;                  https:\/\/broom.tidymodels.org\/&#10;                  &#10;                . Accessed 18 June 2025.\" href=\"#ref-CR50\" id=\"ref-link-section-d206367578e1549_1\">50<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" title=\"Wickham H, Henry L. purrr: Functional Programming Tools. 2023. &#10;                  https:\/\/purrr.tidyverse.org\/&#10;                  &#10;                . Accessed 18 June 2025.\" href=\"#ref-CR51\" id=\"ref-link-section-d206367578e1549_2\">51<\/a>,<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 52\" title=\"Wickham H, Fran\u00e7ois R, Henry L, M\u00fcller K, Vaughan D. dplyr: A Grammar of Data Manipulation. 2023. &#010;                  https:\/\/dplyr.tidyverse.org&#010;                  &#010;                .\" href=\"http:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6#ref-CR52\" id=\"ref-link-section-d206367578e1553\" rel=\"nofollow noopener\" target=\"_blank\">52<\/a>], ggplot2 package for plot creation [<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 53\" title=\"Wickham H. ggplot2: elegant graphics for data analysis. Verlag New York: Springer; 2016. \" href=\"http:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6#ref-CR53\" id=\"ref-link-section-d206367578e1556\" rel=\"nofollow noopener\" target=\"_blank\">53<\/a>], and ggpubr for statistical integration in plots [<a data-track=\"click\" data-track-action=\"reference anchor\" data-track-label=\"link\" data-test=\"citation-ref\" aria-label=\"Reference 54\" title=\"Kassambara A: ggpubr: \u2019ggplot2\u2019 Based Publication Ready Plots. 2023.\" href=\"http:\/\/parasitesandvectors.biomedcentral.com\/articles\/10.1186\/s13071-025-06987-6#ref-CR54\" id=\"ref-link-section-d206367578e1559\" rel=\"nofollow noopener\" target=\"_blank\">54<\/a>]. A P-value of\u2009&lt;\u20090.05 was considered statistically significant.<\/p>\n","protected":false},"excerpt":{"rendered":"Genetically engineered Anopheles coluzzii The genetically engineered AcTP13 strain of An. coluzzii used in these experiments was developed&hellip;\n","protected":false},"author":2,"featured_media":88544,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[25],"tags":[21868,44370,44369,916,44373,7925,44371,44372,33194,90,17675,56,54,55,44374,181],"class_list":["post-88543","post","type-post","status-publish","format-standard","has-post-thumbnail","category-genetics","tag-entomology","tag-gene-drive","tag-genetically-engineered-mosquitoes","tag-genetics","tag-gmo-environmental-impact","tag-infectious-diseases","tag-malaria","tag-nontarget-organisms","tag-parasitology","tag-science","tag-tropical-medicine","tag-uk","tag-united-kingdom","tag-unitedkingdom","tag-veterinary-medicine-veterinary-science","tag-virology"],"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/posts\/88543","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/comments?post=88543"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/posts\/88543\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/media\/88544"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/media?parent=88543"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/categories?post=88543"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/tags?post=88543"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}