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Discriminating models of trait evolution. 性状进化的鉴别模型。
IF 2.6 2区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2026-02-09 DOI: 10.1093/evolut/qpag021
Jenniffer Roa Lozano, Surbhit Jangra, Michael DeGiorgio, Raquel Assis, Rich H Adams

A central challenge in comparative biology is linking present-day trait variation across species with unobserved evolutionary processes that occurred in the past. In this endeavor, phylogenetic comparative methods are invaluable for fitting, comparing, and selecting evolutionary models of varying complexity and biological meaning. Traditionally, evolutionary studies have relied on conventional statistical approaches to assess model fit and identify the one that best explains variation in a given trait. Here we explore an alternative strategy by applying supervised learning to predict evolutionary models via discriminant analysis. We formally introduce Evolutionary Discriminant Analysis (EvoDA) as an addition to the biologist's toolkit, offering a suite of new methods for studying trait evolution. We evaluate the performance of EvoDA alongside conventional model selection through a series of fungal phylogeny case studies, each targeting increasingly challenging analytical tasks. These results showcase the strengths of EvoDA, with substantial improvements over conventional approaches when studying traits subject to measurement error, which likely reflect realistic conditions in empirical datasets. To complement our simulation-based benchmarking, we explore the application of EvoDA for tackling a notoriously difficult task: predicting the mode and tempo of gene expression evolution. This empirical analysis suggests that stabilizing selection acts on a majority of genes, with bursts of expression evolution in a handful of genes related to stress, cellular transportation, and transcription regulation. Collectively, our findings illustrate the promise of EvoDA for predicting trait models across a range of evolutionary and experimental contexts, establishing a new methodological framework for the next era of comparative research.

比较生物学的一个核心挑战是将当今物种间的性状变异与过去发生的未观察到的进化过程联系起来。在这一努力中,系统发育比较方法对于拟合、比较和选择不同复杂性和生物学意义的进化模型是无价的。传统上,进化研究依赖于传统的统计方法来评估模型拟合,并确定最能解释给定特征变异的模型。在这里,我们探索了一种替代策略,即通过判别分析应用监督学习来预测进化模型。我们正式引入进化判别分析(EvoDA)作为生物学家工具包的补充,为研究性状进化提供了一套新的方法。我们通过一系列真菌系统发育案例研究来评估EvoDA和传统模型选择的性能,每个案例都针对越来越具有挑战性的分析任务。这些结果显示了EvoDA的优势,在研究受测量误差影响的特征时,它比传统方法有了实质性的改进,这可能反映了经验数据集中的实际情况。为了补充我们基于模拟的基准测试,我们探索了EvoDA在解决一个众所周知的困难任务中的应用:预测基因表达进化的模式和速度。这一实证分析表明,稳定选择作用于大多数基因,在少数与应激、细胞运输和转录调控相关的基因中表达进化爆发。总的来说,我们的研究结果说明了EvoDA在预测一系列进化和实验背景下的性状模型方面的前景,为下一个比较研究时代建立了一个新的方法框架。
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引用次数: 0
The inhibitory cascade model and evolution in segmentally organized tissues. 抑制级联模型及其在节段组织中的演化。
IF 2.6 2区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2026-02-04 DOI: 10.1093/evolut/qpag020
Benjamin M Auerbach, Charles C Roseman

The inhibitory cascade model (ICM) of morphogenesis is an effort to link development to the production of variation, which can influence evolutionary trajectories. The ICM proposes that serially developing features, such as molar teeth, are governed by the relative magnitudes of one activating and one inhibiting developmental process. The statistical expectations of the ICM are typically expressed and analyzed on a first-element standardized scale and seem to be a good predictor of molar proportions. However, the ICM has been applied to traits that occur in series but do not develop in sequence and still recovers as good a fit as when applied to serially developing traits. Such an undiscriminating result raises questions about whether the fit of the ICM is an artifact of standardization. The mathematical rendition of the ICM does not correspond with the verbal descriptions of the developmental argument. Applying our novel re-articulation of the ICM to biological, non-biological, and simulated data, we demonstrate that the apparent goodness of fit of the ICM to many biological systems is an artifact of scaling correlated values with a common denominator. There is no evidence supporting the ICM at the developmental, variational, or evolutionary levels.

形态发生的抑制级联模型(ICM)是将发育与变异的产生联系起来的一种努力,变异可以影响进化轨迹。ICM提出,连续发育的特征,如磨牙,是由一个激活和一个抑制发育过程的相对大小所控制的。ICM的统计期望通常在第一元素标准化尺度上表示和分析,似乎是摩尔比例的良好预测因子。然而,ICM已经应用于连续发生但不按顺序发展的性状,并且仍然恢复了与应用于连续发展性状时一样好的拟合。这样一个不分青红皂白的结果引发了一个问题,即ICM的拟合是否是标准化的产物。ICM的数学表述与发展论的口头描述并不相符。将我们对ICM的新颖重新表述应用于生物、非生物和模拟数据,我们证明了ICM对许多生物系统的明显拟合良好性是用公分母缩放相关值的产物。在发育、变异或进化水平上没有证据支持ICM。
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引用次数: 0
Latitude and communal living are associated with the evolution of joint territory defense in New World songbirds. 纬度和群居生活与新大陆鸣禽共同防御领土的进化有关。
IF 2.6 2区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2026-02-04 DOI: 10.1093/evolut/qpag019
Shreyas Arashanapalli, Benjamin G Freeman

There is great variation across species in how many individuals participate in territorial defense. Here, we test the hypotheses that joint territorial defense by pairs or family groups is more common in songbird species that (1) nest in tropical latitudes, (2) exhibit weak sexual selection, (3) maintain long-term social bonds, (4) defend year-round territories, (5) nest cooperatively, and (6) are sedentary. We conducted the first broad-scale test of these hypotheses by performing 3177 playback experiments across the Americas to measure territorial defense behaviors for 264 species. We found support for three of our six predictions: tropical species, cooperative nesters, and species with long-term social bonds are indeed more likely to jointly defend territories, but other variables were unrelated to joint territorial defense. Latitudinal zone was the strongest predictor, suggesting that tropical environments select for joint territory defense above and beyond the life history traits we included in our analysis. The remaining traits that predicted territorial defense describe aspects of communal living, though the association with long-term social bonds was marginal. Overall, we document a strong latitudinal gradient wherein joint territorial defense is consistently more common in the tropics even when accounting for different life history traits of tropical birds.

在参与领土防御的个体数量上,不同物种之间存在很大差异。在这里,我们验证了以下假设:在鸣禽物种中,由配对或家庭群体共同防御领土的情况更为常见:(1)在热带纬度筑巢,(2)表现出较弱的性选择,(3)维持长期的社会纽带,(4)全年保卫领土,(5)合作筑巢,以及(6)久坐不活动。我们通过在美洲进行3177次回放实验来测量264种物种的领土防御行为,对这些假设进行了第一次大规模的测试。我们发现支持我们的六个预测中的三个:热带物种、合作筑巢者和具有长期社会关系的物种确实更有可能共同保卫领土,但其他变量与联合领土防御无关。纬向带是最强的预测因子,表明热带环境选择联合领土防御超出了我们分析中包括的生活史特征。剩下的预测领土防御的特征描述了社区生活的各个方面,尽管与长期社会关系的联系微乎其微。总的来说,我们记录了一个很强的纬度梯度,其中联合领土防御在热带地区一直更常见,即使考虑到热带鸟类的不同生活史特征。
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引用次数: 0
Correction to: Phenotypic plasticity in turtle ants has opposing evolutionary consequences for genes and regulatory loci. 更正:龟蚁的表型可塑性对基因和调控位点具有相反的进化后果。
IF 2.6 2区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2026-02-02 DOI: 10.1093/evolut/qpag004
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引用次数: 0
Specialization of male reproductive tactics correspond with large gonads and small brains. 男性生殖策略的专业化与性腺大、脑小相对应。
IF 2.6 2区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2026-01-31 DOI: 10.1093/evolut/qpag016
Helen Stec, Grace Y Zhang, Ben A Sandkam

Sexual selection has strong effects on gonad size, which has been proposed to shift energetic allocations, resulting in concomitant decreases in brain size. However, mixed findings leave it unclear whether negative correlations reflect direct energetic trade-offs or selection on trait combinations broadly. We tested whether male reproductive tactics impose energetic trade-offs by comparing brain and gonad sizes in Poecilia parae, a fish with discrete alternative male morphs specializing in three reproductive strategies: coercion, display, and sneaking. The obligate sneaker morph had substantially larger gonads and smaller brains than the other morphs, consistent with an energetic trade-off. However, examining individuals within morphs revealed a positive relationship, contradicting the energetic trade-off hypothesis. To resolve which morphs reflect the ancestral tissue state, we also compared gonad and brain sizes of the morphs to two closely related species whose males utilize more flexible reproductive strategies, Poecilia picta and Poecilia reticulata. Again, the Poecilia parae obligate sneaker morph had the largest gonads and the smallest brains. Neuron-to-glia ratio (a proxy for energetic demands) showed no link to gonad size. Our results suggest that reproductive strategies shape brain evolution through correlational selection rather than direct energetic trade-offs, challenging assumptions that sexually selected traits impose constraints through direct resource allocation.

性选择对性腺大小有很强的影响,性腺大小被认为会改变能量分配,从而导致大脑大小的减少。然而,混杂的研究结果使人们不清楚负相关是否反映了直接的能量权衡或对性状组合的广泛选择。我们通过比较parae Poecilia的大脑和性腺大小来测试雄性繁殖策略是否会带来能量上的权衡,Poecilia parae是一种具有不同雄性形态的鱼,专门从事三种繁殖策略:强迫、展示和潜行。与其他变种相比,专性运动鞋变种的性腺大得多,大脑小得多,这与一种能量上的权衡是一致的。然而,对变种个体的研究揭示了一种积极的关系,这与能量权衡假说相矛盾。为了确定哪些形态反映了祖先的组织状态,我们还将这些形态的性腺和脑大小与两个近亲物种(picecilia和reticulata)进行了比较,这两个物种的雄性采用更灵活的繁殖策略。同样,专性运动鞋形态的女子虫有最大的性腺和最小的大脑。神经元与神经胶质的比例(能量需求的代表)与性腺大小没有联系。我们的研究结果表明,生殖策略通过相关选择而不是直接的能量权衡来塑造大脑进化,这挑战了性选择特征通过直接资源分配施加约束的假设。
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引用次数: 0
Is the Fundamental Theorem of Natural Selection of any use? 自然选择基本定理有用吗?
IF 2.6 2区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2026-01-31 DOI: 10.1093/evolut/qpag017
Brian Charlesworth

There have been many recent discussions of the Fundamental Theorem of Natural Selection, with an emphasis on its mathematical accuracy. It is argued here that, despite the mathematical problems that have been uncovered, it still has utility for biologists. In particular, it predicts an absence of additive genetic variance for fitness for populations at equilibrium under selection alone, a result that is valid under very general conditions. This raises the question as to why there are such high levels of additive variance in fitness and fitness components, but little evidence for non-additive variance.

最近有许多关于自然选择基本定理的讨论,重点是它的数学准确性。这里有人认为,尽管已经发现了数学问题,但它对生物学家仍然有实用价值。特别是,它预测种群在选择平衡下的适应性不存在加性遗传变异,这一结果在非常普遍的条件下是有效的。这就提出了一个问题,为什么在适合度和适合度成分中有如此高水平的可加性方差,而在非可加性方差中却几乎没有证据。
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引用次数: 0
Adaptation at the edge: Patterns of local adaptation and genetic variation during a contemporary range expansion. 边缘适应:当代范围扩展期间的局部适应和遗传变异模式。
IF 2.6 2区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2026-01-30 DOI: 10.1093/evolut/qpag015
Eliza I Clark, Dan W Bean, Ellyn V Bitume, Amanda R Stahlke, Paul A Hohenlohe, Ruth A Hufbauer

During range expansion, differences in traits can evolve between populations at the core and expanding edge of a range. While theory and experimental work have focused on range expansions across uniform environments, natural range expansions often occur over environmental gradients, which present novel selection pressures. We study phenotypic evolution at the core and edge of an active range expansion across an environmental gradient, and how adaptation may be constrained if the expression of genetic variation in novel environments is reduced. We focus on the timing of winter dormancy in a beetle (Diorhabda carinulata), expanding from northern areas with cold winters to southern areas with milder, shorter winters. We examine, first, the pattern of evolution of winter dormancy timing in core and edge environments, and second, how heritable genetic variation of a core population is expressed in local and edge environments. Phenotypes of core populations are consistent with adaptation to northern environments and maladaptation to southern ones. However, phenotypes of edge populations varied, indicating potential adaptation to more variable conditions across the southern sites. Clear shifts in phenotype at the expanding edge relative to the core suggest rapid evolution at the edge in response to southern climates. Heritability in a core population was high in a local environment but undetectable in a novel (edge) environment. These results show that core populations have adapted to their local environments, likely fueled by high heritability, but that long-distance movement into novel environments may reduce the heritable genetic variation on which selection can act, and thus hinder adaptation.

在范围扩展过程中,在一个范围的核心种群和扩展边缘种群之间,性状差异会发生进化。虽然理论和实验工作主要集中在均匀环境中的范围扩展,但自然范围扩展通常发生在环境梯度上,这带来了新的选择压力。我们研究了跨环境梯度的活动范围扩展的核心和边缘的表型进化,以及如果在新环境中遗传变异的表达减少,适应性如何受到限制。我们关注甲虫(Diorhabda carinulata)的冬季休眠时间,从冬季寒冷的北部地区扩展到冬季较温和,较短的南部地区。首先,我们研究了核心和边缘环境中冬季休眠时间的进化模式,其次,核心种群的遗传变异如何在局部和边缘环境中表达。核心群体的表型表现为对北方环境的适应和对南方环境的不适应。然而,边缘种群的表型各不相同,表明南部地区对更可变条件的潜在适应。扩展边缘相对于核心的明显表型变化表明边缘的快速进化是对南方气候的反应。核心种群的遗传率在局部环境中较高,但在新的(边缘)环境中检测不到。这些结果表明,核心种群已经适应了当地的环境,这可能是由高遗传力推动的,但向新环境的远距离迁移可能会减少可遗传的遗传变异,从而阻碍适应。
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引用次数: 0
Exploring the stability of sex chromosome systems in Anolis and other iguanas. 探索鬣蜥和其他鬣蜥性染色体系统的稳定性。
IF 2.6 2区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2026-01-30 DOI: 10.1093/evolut/qpag014
Marie Altmanová, Roel M Wouters, Abel Batista, Tomáš Peš, Cristopher A Antúnez-Fonseca, Alejandro J Salguero-Sánchez, Barbora Straková, Lukáš Kubička, Michail Rovatsos, Daniel Ariano-Sánchez, Christian Chinchilla, Michelle Quiroz-Espinoza, Tadeáš Venkrbec, Jasna Vukić, Milan Veselý, Lukáš Kratochvíl

Sex determination was once thought to be unstable in ectothermic vertebrates, but several highly diversified groups of non-avian reptiles, such as iguanas sensu lato (Pleurodonta), appear to have conserved sex chromosomes. However, this statement has been criticized as being based on a parsimonious conclusion from limited sampling. Here, we tested sex chromosome homology in a further 35 species of pleurodont lizards, mainly of the family Anolidae. We demonstrated sex chromosome homology based on the comparison of the gene dosage of X-specific genes by quantitative PCR. Including these new data, the homology of sex chromosomes has so far been supported in 92 out of over 1,200 recently recognized species of Pleurodonta, representing all but one family of this clade. These very conserved sex chromosomes are at least as old as the basal split of Pleurodonta (estimated over 90 MY). In the case of the family Corytophanidae, all genera share different XX/XY sex chromosomes, which are thus over 25 million years old. We discuss the efficiency and limitations of the approach used for tests of the homology of sex chromosomes, as well as the reasons for the evolutionary stability of sex chromosomes in some lineages. We argue that to obtain a complete picture, all extant species should be tested for homology; however, until we reach this ambitious goal, parsimonious estimates in lineages where fragmentary data suggest stability of sex chromosomes, as in Pleurodonta, are substantiated.

性别决定曾经被认为在恒温脊椎动物中是不稳定的,但是一些高度多样化的非鸟类爬行动物群体,如鬣蜥,似乎有保守的性染色体。然而,这一说法被批评为基于有限抽样的简约结论。在这里,我们测试了另外35种胸齿蜥的性染色体同源性,主要是蜥科。通过定量PCR方法比较x特异性基因的基因剂量,证实了性染色体同源性。包括这些新的数据,到目前为止,在1200多个最近发现的侧齿动物物种中,有92个物种的性染色体同源性得到了支持,这些物种代表了除了一个家族之外的所有分支。这些非常保守的性染色体至少与侧齿鱼的基部分裂一样古老(估计超过90年)。以栉水母科为例,所有属都有不同的XX/XY性染色体,因此这些染色体已有2500多万年的历史。我们讨论了用于性染色体同源性测试的方法的效率和局限性,以及性染色体在一些谱系中进化稳定性的原因。我们认为,为了获得一个完整的图像,所有现存的物种都应该进行同源性测试;然而,在我们达到这一雄心勃勃的目标之前,在残片数据表明性染色体稳定性的谱系中,如在Pleurodonta中,吝啬的估计是得到证实的。
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引用次数: 0
Modular reorganization of the trilobite Lonchodomas chaziensis demonstrates mosaic patterns of phenotypic change underlie metamorphosis. 三叶虫chaziensis的模块重组证明了变态背后表型变化的马赛克模式。
IF 2.6 2区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2026-01-30 DOI: 10.1093/evolut/qpag018
Ernesto E Vargas-Parra, Melanie J Hopkins

Some trilobites underwent drastic morphological transformations through their development. The Ordovician trilobite Lonchodomas chaziensis transformed, in a single molt, from a globular protaspid larva to a drastically different adult-like meraspid juvenile. This metamorphosis may be related to a complete shift in lifestyle from a free-floating planktic life-mode into a bottom-dwelling benthic life-mode. By focusing on variation between individuals at distinct ontogenetic stages, shifts in covariation patterns through development can be identified to better understand this transformation. Organisms are composed of parts conceptualized in terms of modules i.e., semi-autonomous packages of highly correlated traits. Modularity is theorized to increase through ontogeny especially in arthropods which undergo metamorphosis. To test this hypothesis, we examine covariation patterns coincident with the restructuring of the trilobite head. Analyses show a decrease in the structure of modularity during metamorphosis and major shifts in the degree of modularity/integration during and preceding transformation. Further, the part which undergoes the most shape change becomes more integrated with other parts. As shape variation is organized in a mosaic fashion through ontogeny, modularity may have played a role in coordinated ontogenetic change among parts leading up to shifts in form and lifestyle occurring during the 'Plankton Revolution' of the early Paleozoic.

有些三叶虫在发育过程中经历了剧烈的形态变化。奥陶系查兹三叶虫Lonchodomas chaziensis在一次蜕皮中,从球状的原蛛幼虫转变为完全不同的成虫样的原蛛幼虫。这种蜕变可能与生活方式的彻底转变有关,从自由漂浮的浮游生物生活模式转变为生活在海底的底栖生物生活模式。通过关注处于不同个体发育阶段的个体之间的变异,可以识别出发育过程中共同变异模式的转变,从而更好地理解这种转变。生物体由以模块为概念的部分组成,即高度相关性状的半自治包。模块化理论通过个体发生增加,特别是在经历变态的节肢动物中。为了验证这一假设,我们研究了与三叶虫头部重组相一致的共变模式。分析表明,在蜕变过程中,模块化结构减少,而在转变过程中和转变之前,模块化/集成度发生了重大变化。此外,经历形状变化最多的部分与其他部分变得更加整合。由于形状变化是通过个体发生以马赛克的方式组织起来的,模块化可能在各部分之间协调的个体发生变化中发挥了作用,导致了早期古生代“浮游生物革命”期间形式和生活方式的转变。
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引用次数: 0
Allometric constraints and the modulation of weapon evolution by mating system in fiddler crabs. 招潮蟹交配系统对异速生长约束和武器进化的调节。
IF 2.6 2区 环境科学与生态学 Q2 ECOLOGY Pub Date : 2026-01-28 DOI: 10.1093/evolut/qpaf217
Cristian L Klunk, Jônatas J Florentino, Daniel S Caetano, Michael S Rosenberg, Alexandre V Palaoro

Sexual selection potentially drives the evolution of exaggerated traits used in intrasexual contests. However, the extent to which mating systems influence weapon morphology remains unclear. In fiddler crab males, an exaggerated claw functions both as a weapon and a signaling tool, varying according to the species' mating system. We examined claw evolution in male fiddler crabs, differentiating between two main mating strategies: (1) males defend their mating burrows (= "burrow"); (2) males do not mate in their own burrows (= "surface"). We measured claw morphological traits and tested whether the mating system affects their evolutionary rates, expecting "burrow" species to exhibit higher evolutionary rates. In general, claw size scales isometrically with body size across species. Both systems showed no correlation between claw elements and mechanical advantage, indicating the necessity of maintaining a conspicuous signaling tool alongside an efficient lever system for grip strength as body size increases. Contrary to predictions, however, "burrow" males exhibited lower evolutionary rates in claw traits than "surface" males, suggesting stronger stabilizing selection. These findings highlight the nuanced effects of sexual selection on male fiddler crab weapon evolution, suggesting that mating systems can modulate evolutionary trajectories, yet functional demands for dual weapon-signal roles constrain claw morphology.

性选择潜在地推动了在无性竞争中使用的夸张特征的进化。然而,交配系统对武器形态的影响程度仍不清楚。在招潮蟹雄性中,一个夸张的爪子既是武器,也是信号工具,根据物种的交配系统而变化。我们研究了雄性招潮蟹的爪子进化,区分了两种主要的交配策略:1。雄性保护它们的交配洞穴(=“洞穴”);2. 雄性不在自己的洞穴(=“表面”)交配。我们测量了爪子的形态特征,并测试了交配制度是否会影响它们的进化速度,预计“穴居”物种会表现出更高的进化速度。一般来说,不同物种的爪子大小与身体大小是等距的。这两个系统都没有显示爪元素和机械优势之间的相关性,这表明随着体型的增加,有必要保持一个明显的信号工具和一个有效的杠杆系统来增强抓握力。然而,与预测相反,“穴居”雄性在爪子特征上的进化速度比“地表”雄性低,这表明稳定选择更强。这些发现强调了性别选择对雄性招潮蟹武器进化的微妙影响,表明交配系统可以调节进化轨迹,但对双重武器信号角色的功能需求限制了爪子形态。
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引用次数: 0
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Evolution
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