Common garden experiment

普通园林实验
  • 文章类型: Journal Article
    肉质灌木丛(南非特有的奥尔巴尼亚热带灌木丛生物群落的半干旱组成部分)的恢复主要集中在通过直接种植无根插条的方式重新引入PortulacariaafraL.Jacq-一种叶子和茎-肉质灌木到田间。然而,建立和存活率不一致,低费率可能是由于一系列因素(例如,种植后的干旱,霜冻或食草动物),包括所用原材料的不良状况。在这里,我们在普通的花园实验中测试了亲本植物和收获地点对P.afra插条根系发育的影响。沿着110公里的横断面选择了10个地点,每个站点从五个亲本植物收获的插条。在收获时确定每个亲本植物的叶片水分含量,以代替植物条件。在普通花园环境中种植后35、42、48、56和103天后,记录了来自每个亲本植物的一部分插条的根发育百分比和平均根干重。我们发现,在所有采样日(p<0.005对于所有测试)中,切割根发育(生根百分比和根干质量)与收获部位密切相关的证据。这些差异可能是潜在生理因素的结果;亲本植物的叶片水分含量(收获时)与插条的干根质量(在每个采样日)之间的显着但弱相关性(r2=0.10-0.26)支持了这一点。我们的发现表明,不同地点的植物条件可以显着影响干燥阶段的根系发育(即,年度内和年度间干旱),这可能是一个关键组成部分,需要理解为任何恢复计划的一部分。需要进一步的工作来确定促进或阻碍P.afra插条根系发育的环境条件。
    The restoration of succulent thicket (the semi-arid components of the Albany Subtropical Thicket biome endemic to South Africa) has largely focused on the reintroduction of Portulacaria afra L. Jacq-a leaf- and stem-succulent shrub-through the planting of unrooted cuttings directly into field sites. However, there has been inconsistent establishment and survival rates, with low rates potentially due to a range of factors (e.g., post-planting drought, frost or herbivory), including the poor condition of source material used. Here we test the effect of parent-plant and harvesting site on the root development of P. afra cuttings in a common garden experiment. Ten sites were selected along a ∼110 km transect, with cuttings harvested from five parent-plants per site. Leaf moisture content was determined for each parent-plant at the time of harvesting as a proxy for plant condition. Root development-percentage of rooted cuttings and mean root dry weight-was recorded for a subset of cuttings from each parent-plant after 35, 42, 48, 56, and 103 days after planting in a common garden setting. We found evidence for cutting root development (rooting percentage and root dry mass) to be strongly associated with harvesting site across all sampling days (p < 0.005 for all tests). These differences are likely a consequence of underlying physiological factors; this was supported by the significant but weak correlation (r 2 = 0.10-0.26) between the leaf moisture content of the parent-plant (at the time of harvesting) and dry root mass of the cuttings (at each of the sampling days). Our findings demonstrate that varying plant condition across sites can significantly influence root development during dry phases (i.e., intra- and inter-annual droughts) and that this may be a critical component that needs to be understood as part of any restoration programme. Further work is required to identify the environmental conditions that promote or impede root development in P. afra cuttings.
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  • 文章类型: Journal Article
    由于植物的分布和性能是由环境和遗传因素决定的,澄清这两个因素的贡献是理解植物适应和预测其在持续全球变暖下的分布的关键。Betulaermanii是此类研究的理想物种,因为它在各种环境中广泛分布。气孔密度和大小是植物适应不同环境的关键性状,因为这些性状直接影响植物的光合作用和蒸腾作用。在这项研究中,我们使用B.ermanii进行了多位置普通花园实验,以(1)阐明环境和遗传因素对B.ermanii气孔密度和大小变化的贡献,(2)证明了B.ermanii种群之间气孔密度和大小的可塑性差异,(3)了解B.ermanii的气孔密度和大小对温度升高和降水模式变化的响应。与环境因素相比,遗传因素对气孔大小的影响更为显著,这表明B.ermanii努力调整其气孔大小以适应不断变化的环境。我们的结果还揭示了气孔大小可塑性和原始栖息地适宜性之间的正相关。表明在恶劣环境中的B.ermanii种群对环境变化的适应性较低。尽管B.ermanii的气孔密度和大小显示了对温度升高和降水模式变化的显着响应,气孔密度和大小对环境因素的响应范围因种群而异。我们的发现强调了遗传和环境因素在确定B.ermanii气孔密度和大小的种内变异方面的相互作用。这表明B.ermanii的某些种群表现出有限的气孔可塑性和适应性,直接影响光合作用和蒸腾作用,表明在未来的气候变化下,B.ermanii潜在的特定人群适应性影响。
    As plant distribution and performance are determined by both environmental and genetic factors, clarifying the contribution of these two factors is a key for understanding plant adaptation and predicting their distribution under ongoing global warming. Betula ermanii is an ideal species for such research because of its wide distribution across diverse environments. Stomatal density and size are crucial traits that plants undergo changes in to adapt to different environments as these traits directly influence plant photosynthesis and transpiration. In this study, we conducted a multi-location common garden experiment using B. ermanii to (1) clarify the contribution of both environmental and genetic factors to the variation in stomatal density and size of B. ermanii, (2) demonstrate the differences in the plasticity of stomatal density and size among B. ermanii populations, and (3) understand how stomatal density and size of B. ermanii would respond to increased temperature and changing precipitation patterns. Genetic factors played a more significant role in stomatal size than environmental factors, suggesting that B. ermanii struggles to adjust its stomatal size in response to a changing environment. Our results also revealed a positive correlation between stomatal size plasticity and original habitat suitability, indicating that in B. ermanii populations in harsh environments exhibit lower adaptability to environmental shifts. Although stomatal density and size of B. ermanii showed the significant responses to increased temperature and shifting precipitation patterns, the response ranges of stomatal density and size to the environmental factors varied among populations. Our findings highlighted the interplay between genetic and environmental factors in determining the intraspecific variation in stomatal density and size in B. ermanii. This indicated that certain populations of B. ermanii exhibit limited stomatal plasticity and adaptability, which could directly affect photosynthesis and transpiration, suggesting potential population-specific fitness implications for B. ermanii under future climate change.
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  • 文章类型: Journal Article
    评估物种内部变化对干旱的反应对于预测物种对气候变化的反应以及为恢复和保护工作提供信息至关重要。然而,绝大多数热带树种缺乏实验数据。我们使用相互移植和普通花园田间试验,评估了16种热带树种在强降雨梯度下对水可用性的种内变化,以及与抗旱相关的基因流和关键功能性状的测量。尽管这些森林中的物种之间的抗旱性差异很大,我们几乎没有发现抗旱性物种内变化的证据。对于测量的大多数功能性状,我们没有检测到显著的种内变异。在同一物种的较干和较湿起源之间确实存在显着差异的少数特征都显示出与基于干旱胁迫的预期相反的关系。此外,在共同的花园实验和最干燥的移植地点,在干旱条件下,来自较干燥和较湿润地点的相同物种的幼苗表现同样良好。然而,与预期相反,在相互移植和普通花园实验中,在较湿润的条件下,较湿润的幼苗比较干燥的幼苗存活得更好。可能是由于较低的昆虫食草动物。我们的研究提供了迄今为止热带树种对水可利用性的种内变异的最全面的描述。我们的发现表明,尽管干旱在塑造整个潮湿的热带森林的物种组成中起着重要作用,它对物种内变异的影响是有限的。
    Assessing within-species variation in response to drought is crucial for predicting species\' responses to climate change and informing restoration and conservation efforts, yet experimental data are lacking for the vast majority of tropical tree species. We assessed intraspecific variation in response to water availability across a strong rainfall gradient for 16 tropical tree species using reciprocal transplant and common garden field experiments, along with measurements of gene flow and key functional traits linked to drought resistance. Although drought resistance varies widely among species in these forests, we found little evidence for within-species variation in drought resistance. For the majority of functional traits measured, we detected no significant intraspecific variation. The few traits that did vary significantly between drier and wetter origins of the same species all showed relationships opposite to expectations based on drought stress. Furthermore, seedlings of the same species originating from drier and wetter sites performed equally well under drought conditions in the common garden experiment and at the driest transplant site. However, contrary to expectation, wetter-origin seedlings survived better than drier-origin seedlings under wetter conditions in both the reciprocal transplant and common garden experiment, potentially due to lower insect herbivory. Our study provides the most comprehensive picture to date of intraspecific variation in tropical tree species\' responses to water availability. Our findings suggest that while drought plays an important role in shaping species composition across moist tropical forests, its influence on within-species variation is limited.
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  • 文章类型: Journal Article
    背景:尽管它对人口动态和进化有影响,野生种群的遗传和表型变异之间的关系仍不清楚。这里,在两个不同环境条件的常见花园实验中,我们估计了一年生植物拟南芥的生活史特征和适应性的变化和可塑性。我们使用了来自六个伊比利亚种群的306个母本自交系,这些种群具有低基因型和高基因型(基于全基因组序列)和生态(植被类型)多样性。
    结果:在伊比利亚边缘和核心环境中发现了低和高基因型和生态多样性,分别。鉴于在边缘环境中,选择预计会更强,并且生态多样性可能会增强表型变异和可塑性,我们预计基因型多样性与表型变异和可塑性呈正相关。然而,母系线,无论其起源人口的基因型和生态多样性,所有性状均表现出大量的表型变异和可塑性。此外,在两个实验中的一个实验中,所有人群都具有针对更恶劣的环境条件的规范化(稳健性)或敏感性的母系。
    结论:总体而言,我们得出的结论是,每个种群的环境属性可能决定了它们的基因型多样性,但是所有种群都保持着大量的表型变异和所有性状的可塑性,这代表了在不断变化的环境中可以承受的资产。
    BACKGROUND: Despite its implications for population dynamics and evolution, the relationship between genetic and phenotypic variation in wild populations remains unclear. Here, we estimated variation and plasticity in life-history traits and fitness of the annual plant Arabidopsis thaliana in two common garden experiments that differed in environmental conditions. We used up to 306 maternal inbred lines from six Iberian populations characterized by low and high genotypic (based on whole-genome sequences) and ecological (vegetation type) diversity.
    RESULTS: Low and high genotypic and ecological diversity was found in edge and core Iberian environments, respectively. Given that selection is expected to be stronger in edge environments and that ecological diversity may enhance both phenotypic variation and plasticity, we expected genotypic diversity to be positively associated with phenotypic variation and plasticity. However, maternal lines, irrespective of the genotypic and ecological diversity of their population of origin, exhibited a substantial amount of phenotypic variation and plasticity for all traits. Furthermore, all populations harbored maternal lines with canalization (robustness) or sensitivity in response to harsher environmental conditions in one of the two experiments.
    CONCLUSIONS: Overall, we conclude that the environmental attributes of each population probably determine their genotypic diversity, but all populations maintain substantial phenotypic variation and plasticity for all traits, which represents an asset to endure in changing environments.
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  • 文章类型: Journal Article
    对于大多数物种来说,蚊子如何应对快速的气候变暖仍然是未知的。但会对它们未来的分布产生重大影响,对人类福祉的级联影响,生物多样性和生态系统功能。我们调查了多种蚊子的适应性潜力,伊蚊,通过进行普通的花园实验来测量蚊子生活史特征的热极限,从而跨越大的气候梯度。尽管野外收集的种群起源于跨越1200公里的截然不同的热环境,我们发现种群之间的高耐热性差异有限。特别是,所有生活史特征的热上限在物种范围内变化小于3°C,对于大多数特征,种群之间没有显着差异。对于一个生活史特征-p发育率-我们确实检测到种群之间温度上限的显着变化,这种变化与源温度密切相关,为蛹发育提供局部热适应的证据。然而,我们发现,在大多数物种范围内的最高环境温度已经经常超过在恒定温度下估计的最高温度上限。该结果表明,应对和/或避免极端温度的策略可能是当前和未来蚊子耐热性的关键组成部分。
    How mosquitoes may respond to rapid climate warming remains unknown for most species, but will have major consequences for their future distributions, with cascading impacts on human well-being, biodiversity and ecosystem function. We investigated the adaptive potential of a wide-ranging mosquito species, Aedes sierrensis, across a large climatic gradient by conducting a common garden experiment measuring the thermal limits of mosquito life-history traits. Although field-collected populations originated from vastly different thermal environments that spanned over 1200 km, we found limited variation in upper thermal tolerance between populations. In particular, the upper thermal limits of all life-history traits varied by less than 3°C across the species range and, for most traits, did not differ significantly between populations. For one life-history trait-pupal development rate-we did detect significant variation in upper thermal limits between populations, and this variation was strongly correlated with source temperatures, providing evidence of local thermal adaptation for pupal development. However, we found that maximum environmental temperatures across most of the species\' range already regularly exceed the highest upper thermal limits estimated under constant temperatures. This result suggests that strategies for coping with and/or avoiding thermal extremes are likely key components of current and future mosquito thermal tolerance.
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  • 文章类型: Journal Article
    稀有植物对环境压力的反应将决定它们适应快速变化的气候的潜力。我们使用一种常见的花园方法来评估年度圣地亚哥薄荷的六个种群(ActhanthominthailicifoliaLamiaceae;在加利福尼亚州被列为濒危物种,并受到美国鱼类和野生动物服务局的威胁)在整个物种范围内的生长(生物量,高度,和宽度)和繁殖(种子生产,花卉生产,和下一代种子的生存力)与水利用率的实验差异。我们发现在地上生长上存在显著的灌溉-种群相互作用,其中处理的大小和方向的差异与自然种群的气候变量没有直接相关。关于繁殖,低灌溉处理每株植物产生更多的种子,更多的生殖个体,大多数有活力的种子比例更大,但不是全部,人口。野生源种群的种子产量和灌溉对种子产量的影响与降雨呈正相关。这些结果表明,刺槐通过创造更多和更高质量的种子来响应水分限制,当地适应较高年降雨量的植物比适应较低年降雨量的植物对水资源供应差异表现出更大的可塑性,这一发现可以为刺果和其他罕见的加州年鉴的原位人口管理和异位收集策略提供信息。
    The responses of rare plants to environmental stressors will determine their potential to adapt to a rapidly changing climate. We used a common garden approach to evaluate how six populations of the annual San Diego thornmint (Acanthomintha ilicifolia Lamiaceae; listed as endangered in the state of California and as threatened by the US Fish and Wildlife Service) from across the species range respond in terms of growth (biomass, height, and width) and reproduction (seed production, floral production, and next generation seed viability) to experimental differences in water availability. We found a significant irrigation-by-population interaction on the aboveground growth, wherein the differences in the magnitude and direction of treatment did not correlate directly with climate variables in natural populations. With respect to reproduction, the low-irrigation treatment produced more seeds per plant, more reproductive individuals, and a larger proportion of viable seed in most, but not all, populations. The seed production and the effect of irrigation on seed production correlated positively with rainfall at wild source populations. These results suggest that Acanthomintha ilicifolia responds to water limitation by creating more and higher-quality seed, and that plants locally adapted to a higher annual rainfall show a greater plasticity to differences in water availability than plants adapted to a lower annual rainfall, a finding that can inform the in situ demographic management and ex situ collection strategy for Acanthomintha ilicifolia and other rare California annuals.
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  • 文章类型: Journal Article
    随着气候变化,热浪变得越来越频繁和强烈,但是很少在草本植物物种中研究热浪的人口统计学和进化后果。我们通过利用广泛种植的普通花园实验和11个当地种群的观察研究,研究了俄勒冈州普通黄色猴花(Mimulusguttatus)种群中短暂但极端的热浪的后果。在普通的花园里,热浪期间,89%的幼苗死亡,其中96%以上的幼苗来自当地人口。一些来自更热和更干燥环境的人群有更高的适应性,然而,来自可比环境的其他人表现不佳。对当地自然种群的观察研究在热浪的后果上大不相同-一种种群已完全灭绝,近一半的适应度下降>50%。然而,在热浪年,少数人群的健康状况更高。死亡率的差异与热浪对土壤水分的影响相对应-整个热浪中土壤水分的保留导致更大的存活率。我们的结果表明,并非所有人群在极端事件中都经历相同的死亡率强度或程度,这种异质性对于遗传挽救或促进适应性变异在整个地区的分布可能很重要。
    Heat waves are becoming more frequent and intense with climate change, but the demographic and evolutionary consequences of heat waves are rarely investigated in herbaceous plant species. We examine the consequences of a short but extreme heat wave in Oregon populations of the common yellow monkeyflower (Mimulus guttatus) by leveraging a common garden experiment planted with range-wide populations and observational studies of 11 local populations. In the common garden, 89% of seedlings died during the heat wave including >96% of seedlings from geographically local populations. Some populations from hotter and drier environments had higher fitness, however, others from comparable environments performed poorly. Observational studies of local natural populations drastically differed in the consequences of the heat wave-one population was completely extirpated and nearly half had a >50% decrease in fitness. However, a few populations had greater fitness during the heat wave year. Differences in mortality corresponded to the impact of the heat wave on soil moisture-retention of soil moisture throughout the heat wave led to greater survivorship. Our results suggest that not all populations experience the same intensity or degree of mortality during extreme events and such heterogeneity could be important for genetic rescue or to facilitate the distribution of adaptive variants throughout the region.
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  • 文章类型: Journal Article
    一些植物物种在植物化学物质中表现出极高的种内多样性(=化学多样性)。正如关于生物多样性的讨论,更高的化学多样性可以提供更好的保护免受环境压力,包括食草动物.然而,对于植物个体对草食动物的抗性主要是由其自身的化学多样性还是由特定邻居提供的关联抗性所控制的,人们知之甚少。为了研究化学多样性在植物-蚜虫相互作用中的作用,我们用了菊科菊科,其个体在叶萜类化合物的组成上明显不同,形成不同的化学型。在由包含五个相同或不同化学型的个体的地块组成的田地中建立植物。有翼蚜虫的存在,表明吸引力,和丰富的有翼和无翼蚜虫,表明健康,每周对每株植物进行计数。在蚜虫的高峰期,从所有植物中采集叶片样品,用于重新分析萜类化合物的组成和萜类化合物化学多样性的定量,以单个植物计算(香农指数,Hsind,也被认为是α-化学多样性)和情节水平(Hsplot,=β-化学多样性)。蚜虫的吸引力既不受化学类型也不受情节类型的影响。在此设置中,实时气味环境可能非常复杂,阻碍明确的偏好。相比之下,丰度受化学类型和地块类型的影响。平均而言,与异质地块相比,在同质生长的两种化学类型的植物上发现了更多的Uroleucontanaceti蚜虫,支持联想阻力假说。对于大虹吸管,在一种化学类型上,存在的可能性在地块类型之间有所不同。以梯度表示的萜类化学多样性揭示了Hsplot对U.tanaceti的负影响,但Hsind与坦乙菌丰度呈正相关。福斯考维脲的蚜虫不受任何化学多样性水平的影响。总之,这项研究表明,不仅单个植物的化学型和化学多样性,而且特定邻居的化学型和化学多样性也会影响某些植物与草食动物的相互作用。这些作用在植物化学型方面具有高度特异性,并且在蚜虫物种和它们的形态之间有所不同(有翼与没有翅膀)。此外,我们的研究结果突出了分析不同水平的化学多样性的重要性。
    Some plant species express an extraordinarily high intraspecific diversity in phytochemicals (= chemodiversity). As discussed for biodiversity, higher chemodiversity may provide better protection against environmental stress, including herbivory. However, little is known about whether the resistance of a plant individual towards herbivores is mostly governed by its own chemodiversity or by associational resistance provided by conspecific neighbours. To investigate the role of chemodiversity in plant-aphid interactions, we used the Asteraceae Tanacetum vulgare, whose individuals differ pronouncedly in the composition of leaf terpenoids, forming distinct chemotypes. Plants were set up in a field consisting of plots containing five individuals of either the same or different chemotypes. Presence of winged aphids, indicating attraction, and abundance of winged and unwinged aphids, indicating fitness, were counted weekly on each plant. During the peak abundance of aphids, leaf samples were taken from all plants for re-analyses of the terpenoid composition and quantification of terpenoid chemodiversity, calculated on an individual plant (Shannon index, Hsind, also considered as α-chemodiversity) and plot level (Hsplot, = β-chemodiversity). Aphid attraction was neither influenced by chemotype nor plot-type. The real-time odour environment may be very complex in this setting, impeding clear preferences. In contrast, the abundance was affected by both chemotype and plot-type. On average, more Uroleucon tanaceti aphids were found on plants of two of the chemotypes growing in homogenous compared to heterogenous plots, supporting the associational resistance hypothesis. For Macrosiphoniella tanacetaria aphids, the probability of presence differed between plot-types on one chemotype. Terpenoid chemodiversity expressed as a gradient revealed negative Hsplot effects on U. tanaceti, but a positive correlation of Hsind with M. tanacetaria abundance. Aphids of M. fuscoviride were not affected by any level of chemodiversity. In conclusion, this study shows that not only the chemotype and chemodiversity of individual plants but also that of conspecific neighbours can influence certain plant-herbivore interactions. These effects are highly specific with regard to the plant chemotype and differ between aphid species and their morphs (winged vs. unwinged). Furthermore, our results highlight the importance of analysing chemodiversity at different levels.
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  • 文章类型: Journal Article
    黄精物种在对抗慢性和隐性饥饿方面具有巨大潜力。在这项研究中,从不同种群中收集的五种黄精在一个普通花园中种植了4年。该物种的产量主要不同,皂苷和多糖含量,阀杆直径,叶片宽度,花序长度,和小花花序长度。在浙江种植时,蓝藻(PC)可提供优质产量,产量高达每公顷7.5吨,育种潜力巨大。此外,茎直径可作为品种筛选中收获的指标。此外,不同种源植物遗传性状的形成受产地气候因素的影响。此外,近红外光谱技术结合化学计量学对多糖和皂苷的定量提供了对PC质量的快速评价。我们的研究结果为PC作为高产优质森林作物的开发和可持续利用提供了科学依据。
    Polygonatum species have great potential in fighting chronic and hidden hunger. In this study, five Polygonatum species collected from different populations were cultivated in a common garden for 4 years. The species mainly differed in yield, saponin and polysaccharide contents, stem diameter, leaf width, inflorescence length, and floret inflorescence length. P. cyrtonema (PC) provides high-quality yield when planted in Zhejiang, with output as high as 7.5 tons per hectare and a promising breeding potential. Moreover, stem diameter can be used as an indicator of the harvest in the screening of varieties. In addition, the formation of plant genetic traits from different provenances is affected by the climatic factors of the origin. Furthermore, near-infrared spectroscopy combined with chemometrics for polysaccharide and saponin quantitation provides a rapid assessment of PC quality. Our findings provide a scientific basis for the development and sustainable utilization of PC as a high-yielding and high-quality forest crop.
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  • 文章类型: Journal Article
    海藻被微生物群落定植,这可以直接与他们的表现联系起来。这个社区是由随机和确定性过程的相互作用形成的,包括holobiont宿主部署来操纵其相关微生物群的机制。安娜·卡列尼娜原理预测,当一个完整的人暴露在次优或压力条件下,这些主机机制可能会受到损害。这导致随机过程的相对增加,这可能潜在地导致对宿主有害的微生物群落的演替。基于这个原则,我们使用了微生物群落的变异性(即,β多样性)作为在普通花园实验中模拟入侵过程中侵入性完整的龙须菜内部稳定性的代表。独立于主机范围,在升高的温度(22°C)下,宿主性能下降,疾病发生率和β多样性增加。在热应力条件下,β多样性在本地种群的表观生物群中增加更多,表明来自非天然全生物的表生物群在热上更稳定。这种模式反映了作用于与非本地宿主相关的表观生物群的确定性过程的增加,在公共花园的设置中,可以假定它来自宿主本身。因此,这些实验数据表明,入侵过程可能选择了能够在应激期间更好地保持稳定微生物群的宿主。需要进一步的研究来确定潜在的宿主机制。
    Seaweeds are colonized by a microbial community, which can be directly linked to their performance. This community is shaped by an interplay of stochastic and deterministic processes, including mechanisms which the holobiont host deploys to manipulate its associated microbiota. The Anna Karenina principle predicts that when a holobiont is exposed to suboptimal or stressful conditions, these host mechanisms may be compromised. This leads to a relative increase of stochastic processes that may potentially result in the succession of a microbial community harmful to the host. Based on this principle, we used the variability in microbial communities (i.e., beta diversity) as a proxy for stability within the invasive holobiont Gracilaria vermiculophylla during a simulated invasion in a common garden experiment. Independent of host range, host performance declined at elevated temperature (22°C) and disease incidence and beta diversity increased. Under thermally stressful conditions, beta diversity increased more in epibiota from native populations, suggesting that epibiota from non-native holobionts are thermally more stable. This pattern reflects an increase in deterministic processes acting on epibiota associated with non-native hosts, which in the setting of a common garden can be assumed to originate from the host itself. Therefore, these experimental data suggest that the invasion process may have selected for hosts better able to maintain stable microbiota during stress. Future studies are needed to identify the underlying host mechanisms.
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