Population Expansion in North American Snakes Tracks Pleistocene Climate Fluctuations and Subsequent Warming

IF 4.5 1区 生物学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY
Yannick Z. Francioli, Tereza Jezkova, Todd A. Castoe
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Their findings suggest that most snake lineages tested do indeed show evidence of synchronised population expansion following the Pleistocene, though less tightly associated with post-LGM warming than expected. While some lineages exhibited exponential growth after the LGM, other lineages expanded more gradually throughout the Pleistocene. To address the broad question of what might explain variation in expansion responses across species, the authors also conduct analyses of correlations between environmental factors and genetic distances within species, and conclude that species-specific ecological traits likely explain distinct demographic patterns across species. The broad similarities in expansion timing across species provide new compelling evidence for the consistent effects of post-Pleistocene warming on ectotherm populations, such as snakes. Broadly, this study further reinforces the late Pleistocene as a valuable model for understanding species-specific responses to past climate change, and the potential of such understanding to predict how species may respond differently to future climate change.</p><p>The transitions between glacial and interglacial periods during the Pleistocene (last 2 million years), particularly the rapid warming following the Last Glacial Maximum (LGM) around 18,000 years ago, represent the most significant climatic shifts in Earth's recent history (Clark et al. <span>2009</span>). As such, these climatic shifts had profound impacts on the distributions of flora and fauna, leading to corresponding shifts in the distributions and population sizes of species (Hewitt <span>2000</span>), particularly those distributed in the Nearctic. These large-scale shifts were driven by multiple interconnected and non-mutually exclusive factors, including: (a) the retreat of massive ice sheets that once blanketed northern North America (Figure 1), (b) a significant temperature rise—up to 9°C in some regions (Figure 2; Annan and Hargreaves <span>2013</span>)—accompanied by drier conditions, (c) the emergence of novel climate regimes absent during the glacial period, and (d) ecological reshuffling, which exposed species to new selective pressures related to food availability, predation and competition (Jackson and Overpeck <span>2000</span>).</p><p>Understanding how species responded to these extreme past climate events can provide valuable insight into how distinct species may respond to future climate change. Indeed, multiple studies have examined similarities and differences in responses across species to post-LGM warming (e.g., Jackson and Overpeck <span>2000</span>) and found remarkably different patterns across species in their responses. Many species adjusted to changing climates by shifting their ranges to higher latitudes or elevations to track, and thus maintain their climatic niches (Chen et al. <span>2011</span>). Other species appear to have persisted within their historical ranges by expanding their niches to tolerate warmer conditions (Jezkova et al. <span>2011</span>), while others colonised entirely new regions with non-analog climates, often far beyond their previous distributions (e.g., Jezkova et al. <span>2016</span>; Svenning and Skov <span>2007</span>).</p><p>By examining 17 distinct lineages across nine snake species or species complexes (Figure 1), Harrington et al. (<span>2024</span>) investigate the impact of late Pleistocene climate change on shifts in snake population sizes. Based on inferences from genomic data, they tested the broad prediction that these Nearctic snake lineages show evidence of synchronous demographic expansions that coincided with the end of the Pleistocene. The logical foundation for this expectation is based on predictions that the retreat of ice sheets and a warming climate associated with the Last Glacial Maximum (LGM) should have led to increased habitat availability for these ectothermic organisms, whose distributions are often constrained by environmental temperature. The authors find support for population expansion in all but three snake lineages. However, they also find that the extent and timing of expansion varied among the 17 lineages, and in many lineages, expansion began well before the Last Glacial Maximum (LGM), in some cases as early as 2 million years before the present. The authors suggest that variation in the timing of population expansion observed across lineages is driven by species-specific responses to climatic and environmental variables. However, based on analysis of how current environmental conditions affect genetic distance across populations in the different lineages, they do not find clear trends that explain why distinct lineages show distinct expansion histories. While not directly tested in the paper, their results do seem to indicate a general trend in which northern and eastern lineages seem to show greater and more LGM-aligned expansion compared to their southern and western counterparts, likely due to the retreat of ice sheets, which opened up new competition-free habitats. Southern and western lineage expansion might have been driven by warmer temperatures overall. Additionally, larger-bodied snakes appear to exhibit expansions that are more closely tied to the timing of the LGM, possibly due to their higher dispersal capabilities and broader dietary requirements. While the authors stop short of offering specific interpretations for variation in expansion histories they observe across species, the relatively small sample size limits the potential for more extensive analyses of factors that covary with expansion patterns.</p><p>This study highlights the value of ectotherms as model systems for studying the ecological and evolutionary consequences of environmental changes, given their strong physiological dependence on environmental temperatures. Considering the ectothermic nature of snakes, it is reasonable to assume that there should be simple and consistent relationships between climate warming and population expansion. While the findings of Harrington et al. do show this trend at a coarse scale, they also provide evidence for somewhat surprisingly high variation in responsiveness to post-LGM warming across snake species. These findings raise broad questions about how different lineages of snakes may have been impacted by past climate change in fundamentally distinct ways, and how they may be differentially impacted by future climate change. The finding that many lineages appear to have undergone relatively gradual expansion throughout extended periods of the Pleistocene—prior to the Last Glacial Maximum (LGM)—is surprising and challenges the straightforward expectation that warmer temperatures directly lead to population expansion in ectotherms. Instead, it may suggest that climate shifts themselves, and perhaps habitat disturbances associated with climate change, created key opportunities that facilitated the expansion of certain lineages. Taken together, their findings highlight the complexity of variation in responses to climatic shifts across snake species, and open new questions about the complexity of climate-ecology associations that may underlie these species-specific differences.</p><p>Beyond snakes, the work of Harrington et al. provides a compelling example illustrating how studies of the responses of species to past warming events may offer key insight into how organisms may respond to future climate warming. Their findings further highlight the importance of moving beyond simplistic models that assume warming alone drives population expansion or contraction, and instead motivate consideration of the complex, multidimensional interactions among climate, landscape and species-specific biology that may more realistically portray likely responses of species to climate change. A natural next step would be to build on this and similar approaches by investigating how range expansion relates to species-specific traits, using past climate events and larger comparative sets of species as natural experiments to further test these hypotheses.</p><p>Advances in methods for inferring demographic history of lineages, along with the rapidly decreasing cost of collecting genomic data, now make it increasingly feasible to scale questions related to community-scale responses to climate change to new levels that incorporate increasingly large and diverse comparative collections of species. While the Harrington et al. study relied on using reduced-representation genome sequencing (i.e., RAD sequencing) and Site Frequency Spectra (SFS) to estimate population size through time, other more powerful approaches using whole genome resequencing data could also be leveraged to make even higher resolution demographic inferences. For example, the potential to apply Sequentially Markovian Coalescent (SMC) models to a small number of individual genomes, or even a single individual, to infer demographic history, massively increases the potential scope and scale of diversity such comparative studies could address. Going forward, there is broad and largely untapped potential to expand such comparative studies that infer historical demography of large sets of species, or even entire communities, to reconstruct past responses to climate change, and thereby estimate variation in climate responsiveness. Such approaches could provide fundamentally new insight into the potential climate change resiliency of species and help understand how variation in species-specific responses to climate change may manifest at the scales of entire ecological.</p><p>T.J. analyzed data. 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引用次数: 0

Abstract

How did the rapid and extensive climate oscillations of the late Pleistocene impact population expansion across ecologically distinct species? In a From the Cover article in this issue of Molecular Ecology, Harrington et al. (2024) reconstruct the demographic history of nine snake species or species complexes from the Eastern Nearctic to address this question. Leveraging newly generated and published genomic data, the authors test the hypothesis that these snake lineages show synchronous demographic expansion following the Last Glacial Maximum (LGM). Their findings suggest that most snake lineages tested do indeed show evidence of synchronised population expansion following the Pleistocene, though less tightly associated with post-LGM warming than expected. While some lineages exhibited exponential growth after the LGM, other lineages expanded more gradually throughout the Pleistocene. To address the broad question of what might explain variation in expansion responses across species, the authors also conduct analyses of correlations between environmental factors and genetic distances within species, and conclude that species-specific ecological traits likely explain distinct demographic patterns across species. The broad similarities in expansion timing across species provide new compelling evidence for the consistent effects of post-Pleistocene warming on ectotherm populations, such as snakes. Broadly, this study further reinforces the late Pleistocene as a valuable model for understanding species-specific responses to past climate change, and the potential of such understanding to predict how species may respond differently to future climate change.

The transitions between glacial and interglacial periods during the Pleistocene (last 2 million years), particularly the rapid warming following the Last Glacial Maximum (LGM) around 18,000 years ago, represent the most significant climatic shifts in Earth's recent history (Clark et al. 2009). As such, these climatic shifts had profound impacts on the distributions of flora and fauna, leading to corresponding shifts in the distributions and population sizes of species (Hewitt 2000), particularly those distributed in the Nearctic. These large-scale shifts were driven by multiple interconnected and non-mutually exclusive factors, including: (a) the retreat of massive ice sheets that once blanketed northern North America (Figure 1), (b) a significant temperature rise—up to 9°C in some regions (Figure 2; Annan and Hargreaves 2013)—accompanied by drier conditions, (c) the emergence of novel climate regimes absent during the glacial period, and (d) ecological reshuffling, which exposed species to new selective pressures related to food availability, predation and competition (Jackson and Overpeck 2000).

Understanding how species responded to these extreme past climate events can provide valuable insight into how distinct species may respond to future climate change. Indeed, multiple studies have examined similarities and differences in responses across species to post-LGM warming (e.g., Jackson and Overpeck 2000) and found remarkably different patterns across species in their responses. Many species adjusted to changing climates by shifting their ranges to higher latitudes or elevations to track, and thus maintain their climatic niches (Chen et al. 2011). Other species appear to have persisted within their historical ranges by expanding their niches to tolerate warmer conditions (Jezkova et al. 2011), while others colonised entirely new regions with non-analog climates, often far beyond their previous distributions (e.g., Jezkova et al. 2016; Svenning and Skov 2007).

By examining 17 distinct lineages across nine snake species or species complexes (Figure 1), Harrington et al. (2024) investigate the impact of late Pleistocene climate change on shifts in snake population sizes. Based on inferences from genomic data, they tested the broad prediction that these Nearctic snake lineages show evidence of synchronous demographic expansions that coincided with the end of the Pleistocene. The logical foundation for this expectation is based on predictions that the retreat of ice sheets and a warming climate associated with the Last Glacial Maximum (LGM) should have led to increased habitat availability for these ectothermic organisms, whose distributions are often constrained by environmental temperature. The authors find support for population expansion in all but three snake lineages. However, they also find that the extent and timing of expansion varied among the 17 lineages, and in many lineages, expansion began well before the Last Glacial Maximum (LGM), in some cases as early as 2 million years before the present. The authors suggest that variation in the timing of population expansion observed across lineages is driven by species-specific responses to climatic and environmental variables. However, based on analysis of how current environmental conditions affect genetic distance across populations in the different lineages, they do not find clear trends that explain why distinct lineages show distinct expansion histories. While not directly tested in the paper, their results do seem to indicate a general trend in which northern and eastern lineages seem to show greater and more LGM-aligned expansion compared to their southern and western counterparts, likely due to the retreat of ice sheets, which opened up new competition-free habitats. Southern and western lineage expansion might have been driven by warmer temperatures overall. Additionally, larger-bodied snakes appear to exhibit expansions that are more closely tied to the timing of the LGM, possibly due to their higher dispersal capabilities and broader dietary requirements. While the authors stop short of offering specific interpretations for variation in expansion histories they observe across species, the relatively small sample size limits the potential for more extensive analyses of factors that covary with expansion patterns.

This study highlights the value of ectotherms as model systems for studying the ecological and evolutionary consequences of environmental changes, given their strong physiological dependence on environmental temperatures. Considering the ectothermic nature of snakes, it is reasonable to assume that there should be simple and consistent relationships between climate warming and population expansion. While the findings of Harrington et al. do show this trend at a coarse scale, they also provide evidence for somewhat surprisingly high variation in responsiveness to post-LGM warming across snake species. These findings raise broad questions about how different lineages of snakes may have been impacted by past climate change in fundamentally distinct ways, and how they may be differentially impacted by future climate change. The finding that many lineages appear to have undergone relatively gradual expansion throughout extended periods of the Pleistocene—prior to the Last Glacial Maximum (LGM)—is surprising and challenges the straightforward expectation that warmer temperatures directly lead to population expansion in ectotherms. Instead, it may suggest that climate shifts themselves, and perhaps habitat disturbances associated with climate change, created key opportunities that facilitated the expansion of certain lineages. Taken together, their findings highlight the complexity of variation in responses to climatic shifts across snake species, and open new questions about the complexity of climate-ecology associations that may underlie these species-specific differences.

Beyond snakes, the work of Harrington et al. provides a compelling example illustrating how studies of the responses of species to past warming events may offer key insight into how organisms may respond to future climate warming. Their findings further highlight the importance of moving beyond simplistic models that assume warming alone drives population expansion or contraction, and instead motivate consideration of the complex, multidimensional interactions among climate, landscape and species-specific biology that may more realistically portray likely responses of species to climate change. A natural next step would be to build on this and similar approaches by investigating how range expansion relates to species-specific traits, using past climate events and larger comparative sets of species as natural experiments to further test these hypotheses.

Advances in methods for inferring demographic history of lineages, along with the rapidly decreasing cost of collecting genomic data, now make it increasingly feasible to scale questions related to community-scale responses to climate change to new levels that incorporate increasingly large and diverse comparative collections of species. While the Harrington et al. study relied on using reduced-representation genome sequencing (i.e., RAD sequencing) and Site Frequency Spectra (SFS) to estimate population size through time, other more powerful approaches using whole genome resequencing data could also be leveraged to make even higher resolution demographic inferences. For example, the potential to apply Sequentially Markovian Coalescent (SMC) models to a small number of individual genomes, or even a single individual, to infer demographic history, massively increases the potential scope and scale of diversity such comparative studies could address. Going forward, there is broad and largely untapped potential to expand such comparative studies that infer historical demography of large sets of species, or even entire communities, to reconstruct past responses to climate change, and thereby estimate variation in climate responsiveness. Such approaches could provide fundamentally new insight into the potential climate change resiliency of species and help understand how variation in species-specific responses to climate change may manifest at the scales of entire ecological.

T.J. analyzed data. All authors contributed to writing the manuscript.

The authors declare no conflicts of interest.

北美蛇类种群扩张追踪更新世气候波动和随后的变暖。
晚更新世快速而广泛的气候波动如何影响生态上不同物种的种群扩张?在本期《分子生态学》的封面文章中,哈林顿等人(2024)重建了新北极东部九种蛇或物种复群的人口统计学历史,以解决这个问题。利用新生成和发表的基因组数据,作者验证了这样一个假设,即这些蛇的血统在末次冰川极大期(LGM)之后显示出同步的人口扩张。他们的研究结果表明,大多数被测试的蛇系确实显示出更新世之后同步种群扩张的证据,尽管与lgm后变暖的关系不如预期的紧密。虽然一些谱系在LGM之后呈指数增长,但其他谱系在更新世期间的扩张更为缓慢。为了解决什么可能解释物种间扩张反应变化的广泛问题,作者还分析了物种内环境因素和遗传距离之间的相关性,并得出物种特有的生态特征可能解释物种间不同的人口统计模式的结论。不同物种在扩张时间上的广泛相似性为更新世后变暖对变温动物种群(如蛇)的持续影响提供了新的有力证据。总的来说,这项研究进一步强化了晚更新世作为理解物种对过去气候变化的特定响应的有价值模型,以及这种理解如何预测物种对未来气候变化的不同响应的潜力。更新世(最近200万年)的冰期和间冰期之间的过渡,特别是18,000年前末次盛冰期(LGM)之后的快速变暖,代表了地球近代史上最重要的气候变化(Clark et al. 2009)。因此,这些气候变化对动植物的分布产生了深远的影响,导致相应的物种分布和种群规模的变化(Hewitt 2000),特别是分布在新北极地区的物种。这些大规模的变化是由多个相互关联且不相互排斥的因素驱动的,包括:(a)曾经覆盖北美北部的巨大冰盖的退缩(图1);(b)某些地区气温显著升高,最高可达9°C(图2);安南和哈格里夫斯(2013))——伴随着更干燥的条件,(c)冰期不存在的新气候制度的出现,以及(d)生态重组,使物种面临与食物供应、捕食和竞争相关的新选择压力(杰克逊和奥弗佩克,2000)。了解物种如何应对这些过去的极端气候事件,可以为了解不同物种如何应对未来的气候变化提供有价值的见解。事实上,多项研究已经考察了不同物种对lgm后变暖反应的异同(例如,Jackson和Overpeck 2000),并发现不同物种的反应模式存在显著差异。许多物种通过将它们的活动范围转移到更高的纬度或海拔来适应不断变化的气候,从而维持它们的气候生态位(Chen et al. 2011)。其他物种似乎通过扩大生态位以适应更温暖的条件而坚持在其历史范围内生存(Jezkova et al. 2011),而其他物种则在具有非模拟气候的全新地区定居,通常远远超出其以前的分布(例如,Jezkova et al. 2016;Svenning and Skov 2007)。哈林顿等人(2024)研究了9种蛇或物种复合体的17种不同谱系(图1),研究了更新世晚期气候变化对蛇种群规模变化的影响。基于基因组数据的推断,他们测试了一个广泛的预测,即这些新北极蛇的血统显示出与更新世末期同步的人口扩张的证据。这一预期的逻辑基础是基于这样的预测,即冰盖的退缩和末次盛冰期(LGM)相关的气候变暖应该导致这些变温生物的栖息地可用性增加,这些生物的分布通常受到环境温度的限制。作者发现,除了三种蛇系外,所有蛇系都支持种群扩张。然而,他们也发现,在17个谱系中,扩张的程度和时间各不相同,在许多谱系中,扩张早在末次冰期极大期(LGM)之前就开始了,在某些情况下,早在距今200万年之前。这组作者认为,在不同谱系中观察到的种群扩张时间的变化是由物种对气候和环境变量的特定反应驱动的。 然而,基于对当前环境条件如何影响不同谱系中种群间遗传距离的分析,他们并没有找到明确的趋势来解释为什么不同的谱系表现出不同的扩张历史。虽然没有在论文中直接测试,但他们的结果似乎表明了一个总体趋势,即与南部和西部的同类相比,北部和东部的谱系似乎显示出更大、更多的与lgm一致的扩张,这可能是由于冰盖的退缩,这开辟了新的无竞争的栖息地。南部和西部血统的扩张可能是由整体气温升高推动的。此外,体型较大的蛇似乎表现出与LGM时间更密切相关的扩张,可能是由于它们更高的传播能力和更广泛的饮食需求。虽然作者没有对他们观察到的物种扩张历史的变化提供具体的解释,但相对较小的样本量限制了对与扩张模式共同变化的因素进行更广泛分析的潜力。这项研究强调了变温动物作为研究环境变化的生态和进化后果的模式系统的价值,因为它们对环境温度有很强的生理依赖性。考虑到蛇的变温特性,我们有理由认为气候变暖和蛇的数量增长之间存在简单而一致的关系。虽然哈林顿等人的研究结果确实在粗略的尺度上显示了这一趋势,但他们也提供了证据,证明不同蛇种对lgm后变暖的反应性存在令人惊讶的高差异。这些发现提出了一个广泛的问题,即不同的蛇系如何以根本不同的方式受到过去气候变化的影响,以及它们如何受到未来气候变化的不同影响。在更新世(末次盛冰期之前)的漫长时期内,许多谱系似乎经历了相对缓慢的扩张,这一发现令人惊讶,并挑战了气温升高直接导致变温动物种群扩张的直接预期。相反,它可能表明气候变化本身,也许与气候变化相关的栖息地干扰,创造了促进某些谱系扩张的关键机会。综上所述,他们的发现突出了蛇类对气候变化的反应的复杂性,并提出了关于气候-生态关系复杂性的新问题,这些关系可能是这些物种特异性差异的基础。除了蛇,哈林顿等人的工作提供了一个令人信服的例子,说明了物种对过去变暖事件的反应的研究如何能够为生物体如何应对未来的气候变暖提供关键的见解。他们的发现进一步强调了超越简单模型的重要性,即假设气候变暖单独驱动人口扩张或收缩,而是激发对气候、景观和物种特异性生物学之间复杂的、多维的相互作用的考虑,这些相互作用可能更现实地描绘物种对气候变化的可能反应。下一步自然是建立在这个和类似方法的基础上,通过研究范围扩张与物种特异性特征的关系,利用过去的气候事件和更大的物种比较集作为自然实验来进一步验证这些假设。推断谱系人口历史方法的进步,以及收集基因组数据成本的迅速下降,现在使得将社区规模对气候变化的反应相关问题扩大到新的水平变得越来越可行,这些问题包括越来越大和多样化的物种比较收集。虽然Harrington等人的研究依赖于使用减少代表性的基因组测序(即RAD测序)和站点频谱(SFS)来估计随时间变化的种群规模,但也可以利用其他更强大的方法使用全基因组重测序数据来进行更高分辨率的人口统计学推断。例如,将序列马尔可夫聚结(SMC)模型应用于少数个体基因组,甚至单个个体,以推断人口历史的潜力,大大增加了这种比较研究可以解决的多样性的潜在范围和规模。展望未来,有广泛的和很大程度上尚未开发的潜力来扩大这种比较研究,推断大型物种,甚至整个群落的历史人口统计,重建过去对气候变化的反应,从而估计气候响应的变化。 这些方法可以从根本上为物种潜在的气候变化适应能力提供新的见解,并有助于理解物种对气候变化的特定反应如何在整个生态尺度上表现出来。分析数据。所有作者都为撰写手稿做出了贡献。作者声明无利益冲突。
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来源期刊
Molecular Ecology
Molecular Ecology 生物-进化生物学
CiteScore
8.40
自引率
10.20%
发文量
472
审稿时长
1 months
期刊介绍: Molecular Ecology publishes papers that utilize molecular genetic techniques to address consequential questions in ecology, evolution, behaviour and conservation. Studies may employ neutral markers for inference about ecological and evolutionary processes or examine ecologically important genes and their products directly. We discourage papers that are primarily descriptive and are relevant only to the taxon being studied. Papers reporting on molecular marker development, molecular diagnostics, barcoding, or DNA taxonomy, or technical methods should be re-directed to our sister journal, Molecular Ecology Resources. Likewise, papers with a strongly applied focus should be submitted to Evolutionary Applications. Research areas of interest to Molecular Ecology include: * population structure and phylogeography * reproductive strategies * relatedness and kin selection * sex allocation * population genetic theory * analytical methods development * conservation genetics * speciation genetics * microbial biodiversity * evolutionary dynamics of QTLs * ecological interactions * molecular adaptation and environmental genomics * impact of genetically modified organisms
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