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Durga: an R package for effect size estimation and visualization. Durga:用于效应大小估计和可视化的 R 软件包。
IF 2.1 3区 生物学 Q3 ECOLOGY Pub Date : 2024-08-01 DOI: 10.1093/jeb/voae073
Md Kawsar Khan, Donald James McLean

Statistical analysis and data visualization are integral parts of science communication. One of the major issues in current data analysis practice is an overdependency on-and misuse of-p-values. Researchers have been advocating for the estimation and reporting of effect sizes for quantitative research to enhance the clarity and effectiveness of data analysis. Reporting effect sizes in scientific publications has until now been mainly limited to numeric tables, even though effect size plotting is a more effective means of communicating results. We have developed the Durga R package for estimating and plotting effect sizes for paired and unpaired group comparisons. Durga allows users to estimate unstandardized and standardized effect sizes and bootstrapped confidence intervals of the effect sizes. The central functionality of Durga is to combine effect size visualizations with traditional plotting methods. Durga is a powerful statistical and data visualization package that is easy to use, providing the flexibility to estimate effect sizes of paired and unpaired data using different statistical methods. Durga provides a plethora of options for plotting effect size, which allows users to plot data in the most informative and aesthetic way. Here, we introduce the package and its various functions. We further describe a workflow for estimating and plotting effect sizes using example data sets.

统计分析和数据可视化是科学传播不可或缺的组成部分。当前数据分析实践中的一个主要问题是过度依赖和滥用 p 值。研究人员一直倡导估算和报告定量研究的效应大小,以提高数据分析的清晰度和有效性。迄今为止,科学出版物中的效应大小报告主要局限于数字表格,尽管效应大小图是一种更有效的结果交流方式。我们开发了 Durga R 软件包,用于估计和绘制配对组和非配对组比较的效应量。Durga 允许用户估计非标准化和标准化效应大小以及效应大小的引导置信区间。Durga 的核心功能是将效应大小可视化与传统绘图方法相结合。Durga 是一个功能强大、易于使用的统计和数据可视化软件包,可灵活地使用不同的统计方法估算配对和非配对数据的效应大小。Durga 提供了大量绘制效应大小的选项,允许用户以最翔实、最美观的方式绘制数据。在此,我们将介绍该软件包及其各种功能。我们将进一步介绍使用示例数据集估算和绘制效应大小的工作流程。
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引用次数: 0
Selective and non-selective evolutionary signatures found in the simplest replicative biological entities. 在最简单的复制生物实体中发现的选择性和非选择性进化特征。
IF 2.1 3区 生物学 Q3 ECOLOGY Pub Date : 2024-08-01 DOI: 10.1093/jeb/voae070
Andrés Gustavo Jacquat, Martín Gustavo Theumer, José Sebastián Dambolena

Mitoviruses, which are considered evolutionary relics of extinct alpha-proteobacteria RNA phages, represent one of the simplest self-replicating biological systems. This study aims to quantitatively describe genomes and identify potential genomic signatures that support the protein phylogenetic-based classification criterion. Genomic variables, such as mononucleotide and dinucleotide composition, codon usage bias, and minimal free energy derived from optimized predicted RNA secondary structure, were analyzed. From the values obtained, the main evolutionary pressures were discussed, indicating that natural selection plays a significant role in shaping mitovirus genomes. However, neutral evolution also makes a significant contribution. This study reveals a significant discovery of structural divergence in Kvaramitovirus. The energy minimization approach employed to study 2D folding in this study reveals a distinct spatial organization of their genomes, providing evidence for the hypothesis of a single evolutionary event of circularization in the most recent common ancestor of the lineage. This hypothesis was discussed in light of recent discoveries by other researchers that partially support the existence of mitoviruses with circular genomes. Finally, this study represents a significant advancement in the understanding of mitoviruses, as it quantitatively describes the nucleotide sequence at the family and genus taxonomic levels. Additionally, we provide hypotheses that can be experimentally validated to inspire new research and address the gaps in knowledge of this fascinating, basally divergent RNA virus lineage.

米病毒被认为是已灭绝的阿尔法蛋白细菌 RNA 噬菌体的进化遗迹,是最简单的自我复制生物系统之一。本研究旨在定量描述基因组,并找出支持基于蛋白质系统发育分类标准的潜在基因组特征。研究分析了基因组变量,如单核苷酸和双核苷酸组成、密码子使用偏差以及从优化预测的 RNA 二级结构中得出的最小自由能。根据所获得的数值,讨论了主要的进化压力,表明自然选择在塑造丝状病毒基因组方面发挥了重要作用。不过,中性进化也做出了重要贡献。这项研究揭示了 Kvaramitovirus 结构分化的重要发现。本研究采用能量最小化方法来研究二维折叠,揭示了其基因组独特的空间组织,为该系最近的共同祖先的单一圆化进化事件的假说提供了证据。其他研究人员最近的发现部分地支持了具有环状基因组的丝状病毒的存在,因此对这一假说进行了讨论。最后,这项研究在理解丝状病毒方面取得了重大进展,因为它在科和属的分类水平上定量描述了核苷酸序列。此外,我们还提出了一些可以通过实验验证的假设,以启发新的研究,弥补人们对这一引人入胜、基本分化的 RNA 病毒谱系的认识空白。
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引用次数: 0
Historical museum samples reveal signals of selection and drift in response to changing insecticide use in an agricultural pest moth. 博物馆的历史样本揭示了一种农业害蛾在不断变化的杀虫剂使用情况下的选择和漂移信号。
IF 2.1 3区 生物学 Q3 ECOLOGY Pub Date : 2024-08-01 DOI: 10.1093/jeb/voae068
Elahe Parvizi, Andy Bachler, Andreas Zwick, Tom K Walsh, Craig Moritz, Angela McGaughran

In response to environmental and human-imposed selective pressures, agroecosystem pests frequently undergo rapid evolution, with some species having a remarkable capacity to rapidly develop pesticide resistance. Temporal sampling of genomic data can comprehensively capture such adaptive changes over time, for example, by elucidating allele frequency shifts in pesticide resistance loci in response to different pesticides. Here, we leveraged museum specimens spanning over a century of collections to generate temporal contrasts between pre- and post-insecticide populations of an agricultural pest moth, Helicoverpa armigera. We used targeted exon sequencing of 254 samples collected across Australia from the pre-1950s (prior to insecticide introduction) to the 1990s, encompassing decades of changing insecticide use. Our sequencing approach focused on genes that are known to be involved in insecticide resistance, environmental sensation, and stress tolerance. We found an overall lack of spatial and temporal population structure change across Australia. In some decades (e.g., 1960s and 1970s), we found a moderate reduction of genetic diversity, implying stochasticity in evolutionary trajectories due to genetic drift. Temporal genome scans showed extensive evidence of selection following insecticide use, although the majority of selected variants were low impact. Finally, alternating trajectories of allele frequency change were suggestive of potential antagonistic pleiotropy. Our results provide new insights into recent evolutionary responses in an agricultural pest and show how temporal contrasts using museum specimens can improve mechanistic understanding of rapid evolution.

为了应对环境和人类施加的选择性压力,农业生态系统害虫经常会发生快速进化,其中一些物种具有快速发展农药抗性的显著能力。对基因组数据进行时间取样可以全面捕捉这种随时间发生的适应性变化,例如,通过阐明农药抗性位点的等位基因频率变化来应对不同的农药。在这里,我们利用博物馆一个多世纪以来收藏的标本,对农业害蛾 Helicoverpa armigera 在杀虫剂使用前后的种群进行了时间对比。我们对从上世纪 50 年代前(杀虫剂引入之前)到上世纪 90 年代在澳大利亚各地采集的 254 份样本进行了有针对性的外显子测序,其中包含了几十年来杀虫剂使用的变化。我们的测序方法侧重于已知与杀虫剂抗性、环境敏感性和应激耐受性有关的基因。我们发现,澳大利亚各地总体上缺乏时空种群结构变化。在某些年代(如 20 世纪 60 年代和 70 年代),我们发现遗传多样性适度降低,这意味着遗传漂变导致了进化轨迹的随机性。时间基因组扫描显示了杀虫剂使用后选择的广泛证据,尽管大多数被选择的变体影响较小,等位基因频率的交替变化轨迹也表明了潜在的拮抗多效性。我们的研究结果为了解一种农业害虫近期的进化反应提供了新的视角,并展示了利用博物馆标本进行时间对比如何能提高对快速进化的机理认识。
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引用次数: 0
Evolution in fossil time series reconciles observations in micro- and macroevolution. 化石时间序列中的进化调和了微观和宏观进化的观察结果。
IF 2.1 3区 生物学 Q3 ECOLOGY Pub Date : 2024-07-16 DOI: 10.1093/jeb/voae087
Kjetil Lysne Voje, Megumi Saito-Kato, Trisha L Spanbauer

Extrapolating microevolutionary models does not always provide satisfactory explanations for phenotypic diversification on million-year time scales. For example, short-term evolutionary change is often modeled assuming a fixed adaptive landscape, but macroevolutionary changes are likely to involve changes in the adaptive landscape itself. A better understanding of how the adaptive landscape changes across different time intervals and how these changes cause populations to evolve has the potential to narrow the gap between micro- and macroevolution. Here, we analyze two fossil diatom time series of exceptional quality and resolution covering time intervals of a few hundred thousand years using models that account for different behaviors of the adaptive landscape. We find that one of the lineages evolves on a randomly and continuously changing landscape, whereas the other lineage evolves on a landscape that shows a rapid shift in the position of the adaptive peak of a magnitude that is typically associated with species-level differentiation. This suggests phenotypic evolution beyond generational timescales may be a consequence of both gradual and sudden repositioning of adaptive peaks. Both lineages are showing rapid and erratic evolutionary change and are constantly readapting towards the optimal trait state, observations that align with evolutionary dynamics commonly observed in contemporary populations. The inferred trait evolution over a span of a few hundred thousand years in these two lineages is therefore chimeric in the sense that it combines components of trait evolution typically observed on both short and long timescales.

推断微观进化模型并不总能为百万年时间尺度上的表型多样化提供令人满意的解释。例如,短期进化变化通常是假定一个固定的适应景观来模拟的,但宏观进化变化很可能涉及适应景观本身的变化。更好地了解适应性景观在不同时间间隔内的变化以及这些变化如何导致种群进化,有可能缩小微观进化与宏观进化之间的差距。在这里,我们利用考虑到适应性景观不同行为的模型,分析了两个质量和分辨率都非常高的硅藻化石时间序列,它们的时间间隔长达几十万年。我们发现,其中一个品系是在随机且持续变化的景观上进化的,而另一个品系则是在适应性峰值位置快速移动的景观上进化的,其移动幅度通常与物种水平的分化相关。这表明,超越世代时间尺度的表型进化可能是适应峰逐渐和突然重新定位的结果。这两个品系都表现出快速而不稳定的进化变化,并不断向最佳性状状态重新适应,这些观察结果与在当代种群中通常观察到的进化动态相一致。因此,推断出的这两个品系几十万年的性状进化是嵌合的,因为它结合了通常在长短时间尺度上观察到的性状进化的组成部分。
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引用次数: 0
Detecting diversifying selection for a trait from within and between-species genotypes and phenotypes. 从种群内和种群间的基因型和表型检测性状的多样化选择。
IF 2.1 3区 生物学 Q3 ECOLOGY Pub Date : 2024-07-11 DOI: 10.1093/jeb/voae084
T Latrille, M Bastian, T Gaboriau, N Salamin

To quantify selection acting on a trait, methods have been developed using either within or between-species variation. However, methods using within-species variation do not integrate the changes at the macroevolutionary scale. Conversely, current methods using between-species variation usually discard within-species variation, thus not accounting for processes at the micro-evolutionary scale. The main goal of this study is to define a neutrality index for a quantitative trait, by combining withinand between-species variation. This neutrality index integrates nucleotide polymorphism and divergence for normalizing trait variation. As such, it does not require estimation of population size nor of time of speciation for normalization. Our index can be used to seek deviation from the null model of neutral evolution, and test for diversifying selection. Applied to brain mass and body mass at the mammalian scale, we show that brain mass is under diversifying selection. Finally, we show that our test is not sensitive to the assumption that population sizes, mutation rates and generation time are constant across the phylogeny, and automatically adjust for it.

为了量化作用于某一性状的选择,人们开发了使用种内或种间变异的方法。然而,使用种内变异的方法无法整合宏观进化尺度上的变化。相反,目前使用种间变异的方法通常会舍弃种内变异,因此无法考虑微观进化尺度的过程。本研究的主要目标是通过结合种内变异和种间变异,定义定量性状的中性指数。该中性指数综合了核苷酸多态性和分化,对性状变异进行归一化处理。因此,它不需要估计种群数量或物种分化的时间来进行归一化。我们的指数可用于寻找中性进化空模型的偏差,并检验多样化选择。我们将其应用于哺乳动物尺度上的脑质量和身体质量,结果表明脑质量处于多样化选择之下。最后,我们证明了我们的检验方法对整个系统发育过程中种群大小、突变率和世代时间恒定的假设并不敏感,而且可以自动调整。
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引用次数: 0
Barcelona to Host ESEB 2025: Europe's Premier Evolutionary Biology Congress. 巴塞罗那将举办 ESEB 2025:欧洲首屈一指的进化生物学大会。
IF 2.1 3区 生物学 Q3 ECOLOGY Pub Date : 2024-07-10 DOI: 10.1093/jeb/voae054
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引用次数: 0
Coevolution of non-homologous end joining efficiency and encephalization. 非同源末端连接效率和脑化的共同进化
IF 2.1 3区 生物学 Q3 ECOLOGY Pub Date : 2024-07-10 DOI: 10.1093/jeb/voae057
Ion Udroiu, Antonella Sgura

Double-strand breaks (DSB), the most difficult to repair DNA damage, are mainly repaired by non-homologous end-joining (NHEJ) or homologous recombination (HR). Previous studies seem to indicate that primates, and particularly humans, have a better NHEJ system. A distinctive feature of the primate lineage (beside longevity) is encephalization, i.e., the expansion of the brain relative to body mass (BM). Using existing transcriptome data from 34 mammalian species, we investigated the possible correlations between the expression of genes involved in NHEJ and encephalization, BM, and longevity. The same was done also for genes involved in the HR pathway. We found that, while HR gene expression is better correlated with longevity, NHEJ gene expression is strongly (and better) correlated with encephalization. Since the brain is composed of postmitotic cells, DSB repair should be mainly performed by NHEJ in this organ. Therefore, we interpret the correlation we found as an indication that NHEJ efficiency coevolved with encephalization.

双链断裂是最难修复的 DNA 损伤,主要通过非同源末端连接(NHEJ)或同源重组(HR)修复。以往的研究似乎表明,灵长类动物,尤其是人类,拥有更好的 NHEJ 系统。灵长类动物的一个显著特点(除了长寿)是脑化,即大脑相对于体重的扩张。我们利用现有的 34 种哺乳动物的转录组数据,研究了参与 NHEJ 的基因的表达与脑化、体重和寿命之间可能存在的相关性。我们还对参与 HR 通路的基因进行了同样的研究。我们发现,HR 基因的表达与寿命的相关性更好,而 NHEJ 基因的表达与脑化的相关性更强(也更好)。由于大脑是由后有丝分裂细胞组成的,因此在这个器官中,双链断裂的修复应该主要由 NHEJ 来完成。因此,我们将发现的相关性解释为 NHEJ 效率与脑化共同进化的迹象。
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引用次数: 0
High parasite diversity maintained after an alga-virus coevolutionary arms race. 寄生虫的高度多样性在藻类与病毒的共同进化军备竞赛后得以维持。
IF 2.1 3区 生物学 Q3 ECOLOGY Pub Date : 2024-07-10 DOI: 10.1093/jeb/voae053
Eva J P Lievens, Samuel Kühn, Elena L Horas, Guénolé Le Pennec, Sarah Peter, Azade D Petrosky, Sven Künzel, Philine G D Feulner, Lutz Becks

Arms race dynamics are a common outcome of host-parasite coevolution. While they can theoretically be maintained indefinitely, realistic arms races are expected to be finite. Once an arms race has ended, for example due to the evolution of a generalist-resistant host, the system may transition into coevolutionary dynamics that favour long-term diversity. In microbial experiments, host-parasite arms races often transition into a stable coexistence of generalist-resistant hosts, (semi-)susceptible hosts, and parasites. While long-term host diversity is implicit in these cases, parasite diversity is usually overlooked. In this study, we examined parasite diversity after the end of an experimental arms race between a unicellular alga (Chlorella variabilis) and its lytic virus (PBCV-1). First, we isolated virus genotypes from multiple time points from two replicate microcosms. A time-shift experiment confirmed that the virus isolates had escalating host ranges, i.e., that arms races had occurred. We then examined the phenotypic and genetic diversity of virus isolates from the post-arms race phase. Post-arms race virus isolates had diverse host ranges, survival probabilities, and growth rates; they also clustered into distinct genetic groups. Importantly, host range diversity was maintained throughout the post-arms race phase, and the frequency of host range phenotypes fluctuated over time. We hypothesize that this dynamic polymorphism was maintained by a combination of fluctuating selection and demographic stochasticity. Together with previous work in prokaryotic systems, our results link experimental observations of arms races to natural observations of long-term host and parasite diversity.

军备竞赛动态是宿主与寄生虫共同进化的常见结果。虽然理论上它们可以无限期地维持下去,但现实中的军备竞赛预计是有限的。一旦军备竞赛结束,例如由于进化出了具有普遍抵抗力的宿主,系统就可能过渡到有利于长期多样性的共同进化动态。在微生物实验中,宿主与寄生虫之间的军备竞赛往往会过渡到抗性宿主、(半)易感宿主和寄生虫的稳定共存。在这些情况下,宿主的长期多样性是隐含的,而寄生虫的多样性通常被忽视。在本研究中,我们研究了单细胞藻类(Chlorella variabilis)和其致死病毒(PBCV-1)之间的实验性军备竞赛结束后的寄生虫多样性。首先,我们从两个重复微生态系统的多个时间点分离出病毒基因型。时移实验证实,病毒分离物的宿主范围在不断扩大,即发生了军备竞赛。随后,我们研究了军备竞赛后阶段病毒分离物的表型和遗传多样性。军备竞赛后的病毒分离物具有不同的宿主范围、存活概率和生长率;它们还聚集成不同的基因组。重要的是,宿主范围的多样性在整个军备竞赛后阶段一直保持不变,而宿主范围表型的频率则随着时间的推移而波动。我们假设这种动态多态性是由波动选择和人口随机性共同维持的。结合之前在原核生物系统中的研究,我们的结果将军备竞赛的实验观察与宿主和寄生虫长期多样性的自然观察联系了起来。
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引用次数: 0
Correction to: Revisiting the number of self-incompatibility alleles in finite populations: From old models to new results. 更正:重新审视有限种群中自相容性等位基因的数量:从旧模型到新结果
IF 2.1 3区 生物学 Q3 ECOLOGY Pub Date : 2024-07-10 DOI: 10.1093/jeb/voae059
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引用次数: 0
Social interactions generate complex selection patterns in virtual worlds. 社交互动在虚拟世界中产生了复杂的选择模式。
IF 2.1 3区 生物学 Q3 ECOLOGY Pub Date : 2024-07-10 DOI: 10.1093/jeb/voae055
Francesca Santostefano, Maxime Fraser Franco, Pierre-Olivier Montiglio

Understanding the influence of social interactions on individual fitness is key to improving our predictions of phenotypic evolution. However, we often overlook the different components of selection regimes arising from interactions among organisms, including social, correlational, and indirect selection. This is due to the challenging sampling efforts required in natural populations to measure phenotypes expressed during interactions and individual fitness. Furthermore, behaviours are crucial in mediating social interactions, yet few studies have explicitly quantified these selection components on behavioural traits. In this study, we capitalize on an online multiplayer video game as a source of extensive data recording direct social interactions among prey, where prey collaborate to escape a predator in realistic ecological settings. We estimate natural and social selection and their contribution to total selection on behavioural traits mediating competition, cooperation, and predator-prey interactions. Behaviours of other prey in a group impact an individual's survival, and thus are under social selection. Depending on whether selection pressures on behaviours are synergistic or conflicting, social interactions enhance or mitigate the strength of natural selection, although natural selection remains the main driving force. Indirect selection through correlations among traits also contributed to the total selection. Thus, failing to account for the effects of social interactions and indirect selection would lead to a misestimation of the total selection acting on traits. Dissecting the contribution of each component to the total selection differential allowed us to investigate the causal mechanisms relating behaviour to fitness and quantify the importance of the behaviours of conspecifics as agents of selection. Our study emphasizes that social interactions generate complex selective regimes even in a relatively simple ecological environment.

了解社会互动对个体适应性的影响是我们改进表型进化预测的关键。然而,我们往往忽视了生物间相互作用所产生的选择机制的不同组成部分,包括社会选择、相关选择和间接选择。这是因为在自然种群中,要测量互动过程中表现出的表型和个体适合度,需要进行极具挑战性的取样工作。此外,行为在调解社会互动中至关重要,但很少有研究明确量化这些行为特征上的选择成分。在本研究中,我们利用在线多人电子游戏作为广泛的数据来源,记录了猎物之间的直接社会互动。我们估算了自然选择和社会选择,以及它们对竞争、合作和捕食者与猎物之间互动的行为特征总选择的贡献。群体中其他猎物的行为会影响个体的生存,因此会受到社会选择的影响。尽管自然选择仍然是主要的驱动力,但社会互动会增强或减轻自然选择的强度,这取决于对行为的选择压力是协同作用还是相互冲突。通过性状间的相关性进行的间接选择也对总的选择起到了作用。因此,如果不考虑社会互动和间接选择的影响,就会错误地估计作用于性状的总选择。通过分析每个因素对总选择差异的贡献,我们可以研究行为与适应性之间的因果机制,并量化同种动物行为作为选择媒介的重要性。我们的研究强调,即使在相对简单的生态环境中,社会互动也会产生复杂的选择机制。
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引用次数: 0
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Journal of Evolutionary Biology
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