Jesualdo A. Fuentes-González’s research while affiliated with Florida International University and other places

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Publications (21)


Fig 7. Jaccard's distances between the eras were calculated based on presence of genes and plotted as clusters using the correlation metrics.
Co-mutation based genetic networks to infer temporal mutation dynamics in ancient human mitochondrial genomes
  • Preprint
  • File available

May 2025

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19 Reads

Rahul K Verma

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Jesualdo A Fuentes-González

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Janna L Fierst

The evolution of modern humans is as fascinating as it is complicated. Various environmental and socio-political factors have played a significant role in shaping different migratory paths and lifestyles in ancient times and the establishment of current sub-populations around the globe. These factors have impacted the molecular evolution of mitochondrial DNA (mtDNA). To account for the role of genetic background and variable sites in shaping the migratory and evolutionary paths, we analyzed the ancient mtDNA as spatiotemporal co-mutation networks. Haplogroup-based analysis of the variable sites suggests a transition from hunter-gatherer to agrarian lifestyle during the Copper-Bronze transition period. Furthermore, the genetic interaction networks showed that COX and CYB genes behaved diversely with time and that there is an interplay of the genetic interactions with NADH Dehydrogenase genes specific to each age. We performed a phylogeny (tree) based gene network analysis and examined polymorphism to divergence ratios to complement the co-mutation networks. The tree-based gene networks exhibit similar topology with reduced co-mutation among the genes. The more traditional polymorphism/divergence analysis indicated that the CYB gene has been under long-term purifying selection. In contrast, other genes (ATP6, COX, NADH hydrogenases) have undergone episodes of purifying selection corresponding to different ages. We believe this network-based exploratory study provides insights into early lifestyle transitions and haplogroup establishment of the current human population.

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Illustration of independent adaptation and coadaptation. The phase portraits, based on A, reflect the dynamics of the mean value of the OU process, where the optimum θ for both traits is 0. Trait 1 is presented on the abscissa, and Trait 2 on the ordinate. In the plot, the influence of stochastic perturbations captured by Σyy is omitted (for a thorough graphical depiction of diffusion parameterizations, see Clavel et al., 2015). Two example starting points (black open dots) and their subsequent trajectories (indicated by the black lines emerging from the dots) are shown moving towards 0. The grey arrows indicate the direction of evolution, and the blue lines represent the nullclines. We only illustrate the most general scenarios: (a) where the traits do not influence each other's average trajectory (diagonal A) and (b) where one trait's path is mediated by the other (upper‐triangular A). In the Supplementary Material (Figure S.1; Table S.1), we show more scenarios for A, including both‐way interactions (non‐triangular A) and repulsion (A has negative eigenvalues). Interpretations of the paths towards the optimum (notice that the optimum is θ, so neither the traits nor A affect the optimum itself, A only affects the shape of the path) come from the investigation of A's eigenvalues and eigenvectors. In (a), we can see that both traits move directly towards the optimum in a symmetric fashion (as both have equal eigenvalues equalling 0.01 and 1,0, 0,1 are the eigenvectors), while in (b), the path is more nuanced. There is an initial pull in one direction (eigenvector 0.5,1 corresponding to an eigenvalue of 0.05), and after the ‘y’ trait has approached 0, we observe a strong change in the direction of the pull (eigenvector 1,0 corresponding to an eigenvalue of 0.01). Note that we never observe a straight line of the pull—rather, it is a curve as the direction of movement is a (non‐linearly) weighted average of the two eigenvectors, with speeds of movement defined by the two eigenvalues.
Left: Graphical representation of models 1–6. Arrows indicate which trait affects which trait through A. Right: Classes of A corresponding to each of the six models considered in the analyses of the vascular plants' functional traits data. 0 means the specific entry is constrained to be 0 in the estimation procedure, and +, that it is constrained to be positive. Entries denoted by ? are free to vary over the whole real line, they are not constrained to be all equal to each other in the matrix. These are, respectively, represented by 0, ‘+’ and NA when calling mvSLOUCH. The order of the variables for the A matrices is plant height (PH), seed mass (SM), leaf area (LA), and leaf mass (LM).
The deterministic optimum values for four morphological traits (Ψ→ from the best‐fitting model). These values display a general trend of increasing character values with habitat productivity represented here by ELL‐N. The plotted points indicate the estimated values and the whiskers represent the 95% regression‐based confidence intervals CIs (whiskers). See Table S.15 for the numerical values with CIs.
Fast mvSLOUCH: Multivariate Ornstein–Uhlenbeck‐based models of trait evolution on large phylogenies

July 2024

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152 Reads

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4 Citations

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John Tredgett Clarke

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Jesualdo Fuentes‐González

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[...]

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The PCMBase R package is a powerful computational tool that enables efficient calculations of likelihoods for a wide range of phylogenetic Gaussian models. Taking advantage of it, we redesigned the R package mvSLOUCH. Here, we demonstrate how the new version of the package can be used to thoroughly examine the evolution and adaptation of traits in a large dataset of 1252 vascular plants through the use of multivariate Ornstein–Uhlenbeck processes. The results of our analysis demonstrate the ability of the modelling framework to distinguish between various alternative hypotheses regarding the evolution of functional traits in angiosperms.


Figure 2
Armored Terrestrial Tardigrades use Cryptogam-Host Cues of Pending Environmental Deterioration to Initiate Cryptobiosis.

January 2024

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141 Reads

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1 Citation

The mechanisms of the induction of extremotolerant states, a.k.a. cryptobiosis, in tardigrades are beginning to be explored. Armored tardigrades (Class: Heterotardigrada) living in limnoterrestrial environments are highly associated with desiccation-tolerant moss or lichen substrates that themselves produce numerous specialized metabolites during desiccation. Here we show that some of these metabolites can induce reversible cryptobiosis in their coexisting heterotardigrades in a dose-dependent manner. Coexisting eutardigrades, nematodes and rotifers however, show no such response to these molecules. The response-inducing metabolites belong to a class of soft-electrophilic flavonoid compounds, suggesting that they possibly interact with electrophile-responsive heterotardigrade proteomes related to their specific cryptobiotic traits. The ability to control when biological material enters a protective state increases the scope of bioengineering avenues to mitigate increasing environmental unpredictability on Earth and to inform near-future space-travel endeavors.


Analytical advances alleviate model misspecification in non–Brownian multivariate comparative methodsPostępy teoretyczne zmniejszają błąd klasyfikacji w wielowymiarowych niebrownowskich filogenetycznych metodach porównawczychAnalytiska framsteg minskar klassificeringsfelet i flerdimensionella fylogenetiska jämförande metoder ej baserade på Brownsk rörelse

October 2023

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58 Reads

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2 Citations

Evolution

Adams and Collyer (2018) argue that contemporary multivariate (Gaussian) phylogenetic comparative methods are prone to favouring more complex models of evolution and sometimes rotation invariance can be an issue. Here we dissect the concept of rotation invariance and point out that, depending on the understanding, this can be an issue with any method that relies on numerical instead of analytical estimation approaches. We relate this to the ongoing discussion concerning phylogenetic principal components analysis. Contrary to what Adams and Collyer (2018) found, we do not observe a bias against the simpler Brownian motion process in simulations when we use the new, improved, likelihood evaluation algorithm employed by mvSLOUCH, which allows for studying much larger phylogenies and more complex model setups.


A Cautionary Note on "A Cautionary Note on the Use of Ornstein Uhlenbeck Models in Macroevolutionary Studies"

May 2023

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138 Reads

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21 Citations

Systematic Biology

Models based on the Ornstein-Uhlenbeck process have become standard for the comparative study of adaptation. Cooper et al. (2016) have cast doubt on this practice by claiming statistical problems with fitting Ornstein-Uhlenbeck models to comparative data. Specifically, they claim that statistical tests of Brownian motion may have too high Type I error rates and that such error rates are exacerbated by measurement error. In this note, we argue that these results have little relevance to the estimation of adaptation with Ornstein-Uhlenbeck models for three reasons. First, we point out that Cooper et al. (2016) did not consider the detection of distinct optima (e.g. for different environments), and therefore did not evaluate the standard test for adaptation. Second, we show that consideration of parameter estimates, and not just statistical significance, will usually lead to correct inferences about evolutionary dynamics. Third, we show that bias due to measurement error can be corrected for by standard methods. We conclude that Cooper et al. (2016) have not identified any statistical problems specific to Ornstein-Uhlenbeck models, and that their cautions against their use in comparative analyses are unfounded and misleading. [adaptation, Ornstein-Uhlenbeck model, phylogenetic comparative method.].


Low microbiome diversity in threatened amphibians from two biodiversity hotspots

December 2022

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220 Reads

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11 Citations

Animal Microbiome

Microbial diversity positively influences community resilience of the host microbiome. However, extinction risk factors such as habitat specialization, narrow environmental tolerances, and exposure to anthropogenic disturbance may homogenize host-associated microbial communities critical for stress responses including disease defense. In a dataset containing 43 threatened and 90 non-threatened amphibian species across two biodiversity hotspots (Brazil’s Atlantic Forest and Madagascar), we found that threatened host species carried lower skin bacterial diversity, after accounting for key environmental and host factors. The consistency of our findings across continents suggests the broad scale at which low bacteriome diversity may compromise pathogen defenses in species already burdened with the threat of extinction.


Increased superfetation precedes the evolution of advanced degrees of placentotrophy in viviparous fishes of the family Poeciliidae

October 2022

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74 Reads

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2 Citations

The causes and consequences of the evolution of placentotrophy (post-fertilization nutrition of developing embryos of viviparous organisms by means of a maternal placenta) in non-mammalian vertebrates are still not fully understood. In particular, in the fish family Poeciliidae there is an evolutionary link between placentotrophy and superfetation (ability of females to simultaneously bear embryos at distinct developmental stages), with no conclusive evidence for which of these two traits facilitates the evolution of more advanced degrees of the other. Using a robust phylogenetic comparative method based on Ornstein–Uhlenbeck models of adaptive evolution and data from 36 poeciliid species, we detected a clear causality pattern. The evolution of extensive placentotrophy has been facilitated by the preceding evolution of more simultaneous broods. Therefore, placentas became increasingly complex as an adaptive response to evolutionary increases in the degree of superfetation. This finding represents a substantial contribution to our knowledge of the factors that have shaped placental evolution in poeciliid fishes.


How to culture limnoterrestrial heterotardigrades

January 2022

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237 Reads

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5 Citations

Invertebrate Biology

Zoologists have long tried to culture the limnoterrestrial heterotardigrades associated with bryophytes and lichens without success. By carefully observing heterotardigrades in the genera Echiniscus, Pseudechiniscus, and Viridiscus over many months, we determined that these organisms feed on chloroplasts and cytoplasm from the cells of moss (typically moss protonema), and on the single‐celled green algae associated with the moss (typically Chlorella vulgaris). We also determined that the cryptogams they associate with, and hence the heterotardigrades themselves, spend more time in a dried state than do most eutardigrades, which are more easily cultured. Taking these observations into account, we varied food, water, and desiccation cycle conditions with the aim of developing a viable culturing protocol for heterotardigrades. We used this experimentally derived protocol to maintain laboratory cultures of the tardigrades Echiniscus sp., Pseudechiniscus aff. P. ramazzotti and Viridiscus viridianus, which regularly produced new eggs and hatchlings. Both moss and algae from their natural habitats were used as food sources, and a small layer of rain or spring water was added every morning and allowed to partially evaporate overnight. Furthermore, the organisms were more likely to lay eggs on a dense mat of moss protonema, grown by inserting tips of moss branches into a solidified KCM–agar medium. The medium also provided a walking substrate for the tardigrades, and possibly a source of cations. Crucially, the cultures were allowed to dry out completely every 10 days for a period of at least 3 days. Moss in the culture dish significantly improved the chances of the tardigrades coming out of their desiccation‐resistant states successfully. The ability to culture heterotardigrades makes these organisms available for modern genomics and other studies with implications for understanding desiccation resistance mechanisms beyond those studied in a few model eutardigrade species.


Figure 1 -Examples of typical leaf morphology for species classified as: horizontal substrate, upright growth form -Aulcomnium palustre (A), vertical substrate, upright growth form -Schistidium Apocarpum (B), horizontal substrate, prostrate growth form -Schwetschkeopsis fabronia (C), and vertical substrate, prostrate growth form -Amblystegium varium (D).
Figure 3 -Bar chart showing means and standard errors of accumulated organic litter mass for vertical versus horizontal substrates nested within upright and prostrate growth forms.
Figure 4 -Log-likelihood (y-axis) support surfaces for the phylogenetic half-life and stationary variance parameters for: phyllid leaf area modelled on growth form and substrate slope (A), costa length modelled on growth form and phyllid length (B), and costa length modelled on growth form, substrate slope and phyllid length (C). The surrounding flat surfaces depict values that fall outside of the 2-unit support region.
Figure 5 -Common slope ANCOVAs for: costa length modelled on growth form (upright = dashed line, prostrate = solid line) and phyllid length (A), and costa length modelled on growth form (upright = blue lines, prostrate = black lines), substrate slope (vertical = solid lines, horizontal = dashed lines) and phyllid length (B).
Moss phyllid morphology varies systematically with substrate slope

November 2021

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106 Reads

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2 Citations

Plant Ecology and Evolution

Background and aims – Tracheophyte leaf morphology is well studied but it is unclear if the findings generalize to poikilohydric plants. We tested combinations of hypotheses to determine if microhabitat characteristics, including light exposure, moisture availability, and substrate slope, controlled for morphological differences between upright and prostrate growth forms, affect phyllid surface area and costa length of mosses.Material and methods – We quantified mean phyllid surface-area and costa lengths for four replicates of 38 moss species from Alabama. Phylogenetic comparative methods that model adaptation were used to evaluate the relative evidence for each hypothesis using information criteria. To further explore mechanistic explanations involving substrate slope, we tested whether mosses on vertical substrates differed from those on horizontal substrates in the average amount of water-retaining, nutrient-rich litter they accumulated.Key results – Substrate slope and growth form combined were the best predictors of phyllid surface area. Mosses growing on vertical substrates exhibited smaller phyllid surface area for both growth forms. Although growth form and phyllid length best explained costa length variation, a more complex model including substrate slope performed nearly as well. Within the prostrate growth forms, species growing on vertical substrates exhibit longer relative costa than those on horizontal substrates. We also estimated rapid rates of adaptation for both traits.Conclusion – The smaller phyllid surface area of both upright and prostrate growth forms is possibly an adaptive response to reduced habitat moisture-retention or nutrient quality that vertical substrates offer. The longer costa lengths of prostrate mosses growing on vertical surfaces relative to prostrate mosses on horizontal surfaces, possibly make up for the decreased ability of smaller phyllids to rapidly reabsorb water when it is available. Further work is required to determine if it is truly substrate slope itself that matters or other variables associated with the differences in slope, and to determine how general this phenomenon is.


Figure 2
How To Culture Limnoterrestrial Heterotardigrades: A Case Study In The Echiniscus, Pseudechiniscus And Viridiscus Genera

May 2021

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553 Reads

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1 Citation

Background: Tardigradologists have long tried to culture limnoterrestrial heterotardigrades without success. This is likely because they depend on specific conditions in their microhabitats. Most limnoterrestrial heterotardigrades are found associated with bryophytes and lichens (collectively cryptogams). In contrast to eutardigrades, many of which are easily cultured, heterotardigrades are found in cryptogams that prefer drier and sunnier habitats and that tend to grow on the vertical surfaces of boulders, cliffs, or tree trunks. By carefully observing heterotardigrades in the Echniscus and Viridiscus genera over many months, we determined that these organisms feed on chloroplasts and cytoplasm of both moss cells (typically moss protonema) and single-celled green algae associated with the moss (typically Chlorella vulgaris). We also determined that the cryptogams they associate with, and hence the heterotardigrades themselves, spend more time in a dried state than most eutardigrade species. Taking these observations into account we varied food, water, and desiccation cycle conditions with the aim of developing a culturing protocol for heterotardigrades. Results: We have maintained laboratory cultures of several generations and counting of Echiniscus, Pseudechniscus and Viridiscus genera tardigrades using the following experimentally derived protocol: Both moss and algae from their natural habitats are required as food sources and a small layer of rain or spring water is added every morning and allowed to evaporate some overnight. Furthermore, the organisms are more likely to lay eggs on a dense mat of moss protonema, grown by inserting tips of moss branches into a solidified KCM / agar medium. The medium also provides a walking substrate for the tardigrades, and possibly a source of cations. Crucially, the cultures must be allowed to dry out completely every ten days for a period of at least three days. Moss in the culture dish significantly improves the chances of the tardigrades coming out of their desiccation-resistant states successfully. Conclusions: We conclude that periodic drying out, moss and algae are all required to successfully culture heterotardigrades. Furthermore, drying must occur slowly, and the moss protonema enables this by retaining moisture thereby slowing evaporation. We suspect our protocol will work for most limnoterrestrial heterotardigrades with minor tweaking of culturing conditions.


Citations (14)


... A phylogenetic comparison method on a multivariate model, implemented in the R package mvSLOUCH (Bartoszek et al. 2024), was used to test whether samara morphology evolved in response to the terminal velocity of samara descent. We selected several morphological traits based on the phylogenetic signal of samara morphological traits and the linear regression analysis between these features and the terminal velocity of samara descent. ...

Reference:

Evolution of samara morphology in Acer L. (Sapindaceae)
Fast mvSLOUCH: Multivariate Ornstein–Uhlenbeck‐based models of trait evolution on large phylogenies

... We refer readers to recent discussions regarding the use of different models of trait evolution (e.g. Cooper et al., 2015;Freckleton et al., 2011;Grabowski et al., 2023) and highlight the need for careful consideration about the biological implications of the implemented models of trait evolution; for example, combining different models within a given analysis is nonsensical. Furthermore, the λ parameter was estimated separately for each causal link, and therefore allowed to differ between causal links. ...

A Cautionary Note on "A Cautionary Note on the Use of Ornstein Uhlenbeck Models in Macroevolutionary Studies"

Systematic Biology

... Durante este periodo ocurre la diversifi cación de los cánidos en Sudamérica (Perini et al. 2010), donde L. fulvipes presenta una temprana radiación en el género Lycalopex spp. (Fuentes-González & Muñoz-Durán, 2012). Creemos el género Lycalopex spp. ...

Filogenia de los cánidos actuales (Carnivora: Canidae) mediante análisis de congruencia de caracteres bajo parsimonia
  • Citing Article
  • October 2017

Actualidades Biológicas

... R. darwinii is listed as an Endangered species by the IUCN Red List of Threatened Species and is highly susceptible to chytridiomycosis (Azat et al. 2021;Soto-Azat et al. 2013a, 2013bValenzuela-Sánchez et al. 2017), whereas P. thaul is a non-threatened species. Extinction risk has been associated with lower bacteriome diversity in threatened amphibians (Greenspan et al. 2022). Our results support this association (Figure 4), and the neutral community models point to the dependence on dispersal and connectivity to maintain microbial diversity. ...

Low microbiome diversity in threatened amphibians from two biodiversity hotspots

Animal Microbiome

... La familia está representada por aproximadamente 270 especies válidas (Fricke et al., 2020), cuya distribución en el continente americano comprende desde Estados Unidos hasta el Noreste de Argentina (Miller et al., 2005), pero su mayor diversidad ocurre en Centroamérica, México y las islas del Caribe (Rosen y Bailey, 1963). Todas las especies excepto una de esta familia son vivíparas, (Furness et al., 2019;Safian et al., 2023), ya que las hembras presentan fecundación interna por medio del gonopodio del macho, portando a los embriones en la gónada hasta su nacimiento (Torres-Martínez et al., 2023); las hembras son altamente fértiles, capaces de producir camadas sucesivas, esto debido a su capacidad de retener el esperma y presentar superfetación (Miller et al., 2005;de León-Gonzales, 2022), teniendo la capacidad de gestar simultáneamente dos o más grupos de embriones en diferentes etapas de desarrollo (García-Cabello, 2022). En embriones de peces el desarrollo osteológico es un proceso detallado que se inicia con la formación de cartílago y su posterior osificación (Rodríguez-Ibarra et al., 2017); considerando los trabajos osteológicos con poecílidos son escasos y se han centrado generalmente en áreas específicas del esqueleto, por ejemplo, Mookerjee & Mazumdar (1940) con la descripción del desarrollo de la columna vertebral de Lebistes reticulatus. ...

Increased superfetation precedes the evolution of advanced degrees of placentotrophy in viviparous fishes of the family Poeciliidae

... The specimens of V. viridianus used in the current study were extracted, identified, and cultured from the same lichen sample used in a previous study (Momeni et al., 2022(Momeni et al., , 2023. DNA barcoding of the 28S rRNA gene was used to identify the Echiniscus sp. and Milnesium sp. ...

How to culture limnoterrestrial heterotardigrades
  • Citing Article
  • January 2022

Invertebrate Biology

... The slope gradient was negatively correlated with CL, CW, LL, and L/W (Figure 3). This result was consistent with previous studies, such as that by Turberville et al., which reported a smaller phyllid surface area in mosses growing on vertical substrates [27]. In general, there is a negative relationship between canopy and slope in montane regions, due to the high slope effect of strong intense light, scare water resource and frequent disturbance [28]. ...

Moss phyllid morphology varies systematically with substrate slope

Plant Ecology and Evolution

... The animals live in salt water, as well as freshwater (limnic and lotic) and limno-terrestrial environments. Many eutardigrades have long been available for culturing in the laboratory (see Roszkowska et al. 2021, for a summary), recently, a method for breeding some genera of heterotardigrades was established (Momeni et al. 2021). ...

How To Culture Limnoterrestrial Heterotardigrades: A Case Study In The Echiniscus, Pseudechiniscus And Viridiscus Genera

... 8 As a result of these independent histories, lineages will turn out to be hierarchically organized, with higher-level lineages (e.g., the species lineage) containing lineages or lineage-generating parts as proper parts of themselves (Haber 2016). Additionally, these independent histories will epistemically result in the fact that the gene evolution will be incorrectly predicted on the basis of species evolution, because the gene would have diverged independently of the speciation event, either because it has evolved before the event took place, or in a different lineage and then it was horizontally acquired by that lineage (Mendes et al. 2018). This phenomenon, which is known to abound in bacteria but is also present in eukaryotes, has been called genealogical discordance (Nichols 2001; Degnan and Rosenberg 2009), and we will use the expression in this sense here. ...

Evolutionary inferences about quantitative traits are affected by underlying genealogical discordance

... After the oxidative stress assay, the surviving flies were transferred without anesthesia to 10 cm high tubes (10 flies for tube) for the Climbing assay (Gevedon et al., 2019). Flies were allowed to recover for 5 min and then they were forced to the bottom of the tubes by tapping the tubes on a foam pad resting on a rigid surface. ...

In Vivo Forward Genetic Screen to Identify Novel Neuroprotective Genes in Drosophila melanogaster
  • Citing Article
  • July 2019

Journal of Visualized Experiments