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Taxonera, A.

Publications and source records attributed to Taxonera, A..

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Epigenetic signatures of infection within and across generations in the endangered Loggerhead sea turtle

Infection can substantially reduce host fitness and influence population dynamics, yet it is often difficult to detect and quantify in wild animal populations. Molecular tools offer a valuable means of identifying cryptic infection in natural systems. Using whole-genome bisulfite sequencing, we examined whether infection with the parasitic leech Ozobranchus margoi is associated with DNA methylation variation in loggerhead sea turtles (Caretta caretta), while also assessing the potential value of this variation as a biomarker of parasite infection. In nesting females, we identified infection-associated differentially methylated CpG sites associated with genes implicated in immune signalling and cellular regulation. Offspring of infected females also showed infection-associated methylation patterns, despite not being directly exposed to the parasite themselves. Differential methylation analyses identified genes involved in immunity, neurodevelopment and metabolic activity, with limited overlap in associated genes and no overlap in differentially methylated sites between generations. Maternal and offspring genome-wide methylation levels showed a non-linear association that differed subtly with maternal infection status, indicating that infection modifies intergenerational methylation associations. Finally, methylation profiles showed strong discriminatory power for maternal infection status in both maternal and hatchling samples using machine learning models, supporting their potential as candidate biomarkers of cryptic infection. Together, these results show that parasite infection is associated with distinct, generation-specific DNA methylation signatures, and highlight the potential value of epigenetic data for monitoring cryptic infection states in conservation-relevant systems.

genetics↗

Habitat-specific environmental characteristics are associated with the movement of male and female loggerhead sea turtles

Linking animal movements to environmental drivers is essential for understanding ecological processes and anticipating species responses to climate change. We investigated habitat-specific movements in a globally significant aggregation of loggerhead turtles (Caretta caretta) nesting in Cabo Verde. Satellite tags on 15 adults (12 females, 3 males) provided multi-year tracks spanning breeding, migration, and foraging habitats. Movements and phenology differed by habitat. During the breeding season, females used either coastal areas, remaining within [~]20 m depth, or undertook long looping forays up to 360 km. Males showed two strategies: two remained resident in Cabo Verde waters, including Fra, the largest male tracked (Curved carapace length of 105 cm compared with a male mean of 90.7 {+/-} 10.3 cm), while the third migrated annually to distant foraging grounds and returned ahead of the subsequent breeding season. In foraging habitats, turtles adopted neritic or oceanic strategies: neritic turtles remained localised in warm, productive waters, whereas oceanic turtles ranged widely in deeper, less productive areas. Time- and space-shift analyses showed that oceanic foragers used intermediate sea surface temperature and chlorophyll-a conditions relative to nearby or temporally shifted alternatives, consistent with movement within a thermal-trophic trade-off. Together, these results show how sex, body size, and energy balance drive habitat-specific movement dynamics in a changing ocean.

zoology↗

Warming-induced sex bias fuels deceptive conservation success in sea turtles

Global warming threatens species with temperature-dependent sex determination (TSD) by risking extreme offspring sex-ratio bias. In sea turtles, warmer incubation conditions produce more females. Such biases can transiently inflate apparent population growth before male scarcity undermines reproduction, possibly leading to population extinction. Here, we combine 15 years of field monitoring, drone-based sex-ratio surveys, Argos telemetry, and eco-physiological modelling to test whether rising temperatures underpin the rapid increase in loggerhead (Caretta caretta) nesting in Cabo Verde, one of the worlds largest populations. Historical air temperature, lagged by one generation, predicts current nest counts, consistent with a climate-driven, female-biased population. Drone surveys reveal an approximately 9:1 female-to-male breeding sex ratio across two consecutive breeding seasons, and simulations reproduce observed nesting trajectories under historical warming but not under null (no-warming) scenarios. Extending the analysis to 28 global loggerhead populations reveals consistent links between temperatures, latitude, and nesting trends. Our results identify warming-induced sex ratio bias as a key, yet deceptive, driver of apparent recovery, highlighting the need to reassess conservation success through the lens of demography of TSD species.

ecology↗

DNA methylation reveals evolved buffering responses to climate-driven sex ratio skew in sea turtles

Species with temperature-dependent sex determination (TSD), including all sea turtles which produce females at warmer temperatures, face projections of demographic collapse under climate-driven sex ratio skews. However, the accuracy of such predictions remains uncertain, as current models rely heavily on indirect sex ratio proxies due to the lack of a scalable, non-invasive method for sexing hatchlings. Through whole methylome sequencing, we identified 777 sex-associated DNA methylation markers from blood samples of sex-verified loggerhead turtle (Caretta caretta) hatchlings incubated at three controlled temperatures. Applying these markers to a large-scale field experiment showed that classic nest temperature-based models overestimated female production by an average of up to 60.2%, suggesting the presence of evolved buffering mechanisms against thermal effects on sex determination. Our findings highlight the need to revise climate-driven sex ratio forecasts with empirical field data, such as methylation-based assessments, to better understand and safeguard the hidden resilience of vulnerable TSD species.

zoology↗

Chromosome-level genome assembly and methylome profile enables insights for the conservation of endangered loggerhead sea turtles

BackgroundCharacterising genetic and epigenetic diversity is crucial for assessing the adaptive potential of populations and species. Slow-reproducing and already threatened species, including endangered sea turtles, are particularly at risk. Those species with temperature-dependent sex determination (TSD) have heightened climate vulnerability, with sea turtle populations facing feminisation and extinction under future climate change. High- quality genomic and epigenomic resources will therefore support conservation efforts for these flagship species with such plastic traits. FindingsWe generated a chromosome-level genome assembly for the loggerhead sea turtle (Caretta caretta) from the globally important Cabo Verde rookery. Using Oxford Nanopore Technology (ONT) and Illumina reads followed by homology-guided scaffolding, we achieved a contiguous (N50: 129.7 Mbp) and complete (BUSCO: 97.1%) assembly, with 98.9% of the genome scaffolded into 28 chromosomes and 29,883 annotated genes. We then extracted the ONT-derived methylome and validated it via whole genome bisulfite sequencing of ten loggerheads from the same population. Applying our novel resources, we reconstructed population size fluctuations and matched them with major climatic events and niche availability. We identified microchromosomes as key regions for monitoring genetic diversity and epigenetic flexibility. Isolating 191 TSD-linked genes, we further built the largest network of functional associations and methylation patterns for sea turtles to date. ConclusionsWe present a high-quality loggerhead sea turtle genome and methylome from the globally significant East Atlantic population. By leveraging ONT sequencing to create genomic and epigenomic resources simultaneously, we showcase this dual strategy for driving conservation insights into endangered sea turtles.

genomics↗

DNA methylation carries signatures of sublethal effects under thermal stress in loggerhead sea turtles

Rising global temperatures are a major threat to biodiversity. Whilst research generally focuses on thermal tolerance and mortality, sublethal effects may alter population dynamics and subsequently the adaptive potential of species. However, detecting such effects in the wild can be challenging, particularly for endangered and long-lived species with cryptic life histories. This necessitates the development of molecular tools to identify their signatures. In a split-clutch design experiment, we relocated clutches of wild, nesting loggerhead sea turtles (Caretta caretta) to a protected, in-situ hatchery. Eggs were then split into two sub-clutches incubated under shallow (35cm) or deep (55cm) conditions, with those in the shallow treatment experiencing significantly higher temperatures. Whilst no difference in hatching success was observed between treatments, hatchlings that emerged from the shallow, warmer treatment had altered length-mass relationships, and were weaker at fitness tests of locomotion capacity than their siblings incubated in the deep, cooler treatment. To characterise the molecular signatures of these thermal effects, we performed whole genome bisulfite sequencing on blood samples collected upon emergence. This identified 714 differentially methylated sites between treatments, including on genes with neuronal development, cytoskeleton, and sex determination functions. Taken together, our results show that higher incubation temperatures can induce sublethal effects in hatchlings, which are reflected in their DNA methylation status at identified sites. Such sites could be used as biomarkers of thermal stress, especially if they are retained across life stages. Overall, this study suggests that global warming may have population-level consequences for loggerhead sea turtles, by reducing hatchling quality, dispersal capacity and the adaptive potential of this species. Conservation efforts for climate-threatened taxa like endangered sea turtles will therefore benefit from strategies that monitor and mitigate exposure to incubation temperatures that lead to sublethal effects.

genomics↗

Productive foraging sites enhance maternal health and impact offspring fitness in a capital breeding species

Feeding ecology is an essential component of an organisms life, but foraging comes with risks and energetic costs. Species in which populations exhibit more than one feeding strategy, such as sea turtles, are good systems for investigating how feeding ecology impacts life-history traits, reproduction and carried over effects across generations. Here, we investigated how the feeding ecology of loggerhead sea turtles (Caretta caretta) nesting at the Cabo Verde archipelago correlates with reproductive outputs and offspring fitness. We determined the feeding ecology of female turtles before and during the breeding season from stable isotope analysis of carbon and nitrogen, and correlated isotopic ratio with female and hatchling fitness traits. We found that female turtles feeding at higher trophic positions produced larger clutches. We also found that females with less depleted {delta}13C values, typical of productive foraging areas, had greater fat reserves, were less likely to be infected by leech parasites, and produced heavier offspring. The offspring of infected mothers with less depleted {delta}13C values performed best in crawling and self-righting trials than those of non-infected mothers with less depleted {delta}13C values. Overall, our study shows adult female loggerheads that exploit productive areas build capital reserves that impact their reproductive success and offspring fitness. Together, we uphold the suggestion that not all foraging habitats are equal, and can alter the fitness of populations.

ecology↗