Density-dependence

密度依赖性
  • 文章类型: Journal Article
    了解关键非生物和生物因素的变化如何在与蚊子适应性和种群动态相关的空间尺度上相互作用,对于预测当前和未来的蚊子分布和丰度至关重要。以及人类病原体的传播潜力。然而,调查环境变化对蚊子性状的影响的研究已经孤立地或在实验室实验中研究了环境因素,这些环境因素通常不会在野外发生。为了解决这些限制,我们在雅典做了一个半野外实验,格鲁吉亚使用入侵的亚洲虎蚊(白纹伊蚊)。我们选择了9个跨越不透水表面和植被覆盖自然变化的地点,以探索微气候(温度和湿度)对蚊子的影响。在这些网站上,我们操纵了每个部位的同种幼虫密度。我们在夏天和秋天重复了这个实验。然后我们评估了土地覆盖的影响,幼虫密度,和季节的时间,以及互动效果,女性出现的平均比例,青少年发育时间,出现时的大小,和预测的人均人口增长(即,fitness).我们发现幼虫密度的显著影响,土地覆盖,和所有响应变量的季节。最值得注意的是,我们看到了季节和种内密度对每个响应变量的强烈交互影响,包括随着秋季特定内部竞争的增加,开发时间的非直观减少。我们的研究表明,忽略生物变量和非生物变量之间的相互作用可能会降低用于预测蚊子种群和病原体传播动态的模型的准确性和准确性。尤其是那些在传输和控制发生的更精细空间尺度上推断动态的人。
    Understanding how variation in key abiotic and biotic factors interact at spatial scales relevant for mosquito fitness and population dynamics is crucial for predicting current and future mosquito distributions and abundances, and the transmission potential for human pathogens. However, studies investigating the effects of environmental variation on mosquito traits have investigated environmental factors in isolation or in laboratory experiments that examine constant environmental conditions that often do not occur in the field. To address these limitations, we conducted a semi-field experiment in Athens, Georgia using the invasive Asian tiger mosquito (Aedes albopictus). We selected nine sites that spanned natural variation in impervious surface and vegetation cover to explore effects of the microclimate (temperature and humidity) on mosquitoes. On these sites, we manipulated conspecific larval density at each site. We repeated the experiment in the summer and fall. We then evaluated the effects of land cover, larval density, and time of season, as well as interactive effects, on the mean proportion of females emerging, juvenile development time, size upon emergence, and predicted per capita population growth (i.e., fitness). We found significant effects of larval density, land cover, and season on all response variables. Of most note, we saw strong interactive effects of season and intra-specific density on each response variable, including a non-intuitive decrease in development time with increasing intra-specific competition in the fall. Our study demonstrates that ignoring the interaction between variation in biotic and abiotic variables could reduce the accuracy and precision of models used to predict mosquito population and pathogen transmission dynamics, especially those inferring dynamics at finer-spatial scales across which transmission and control occur.
    Para poder predecir la distribución y abundancia de las poblaciones de mosquitos y la transmisión potencial de patógenos a humanos, es crucial comprender cómo factores abióticos y bióticos clave para el éxito reproductivo y la dinámica poblacional de los mosquitos interactúan a escalas relevantes. Sin embargo, los estudios que han investigado los efectos de variables ambientales en las características demográficas de los mosquitos han considerado su efecto de forma aislada o en experimentos de laboratorio bajo condiciones ambientales constantes que, a menudo, no reflejan lo que ocurre en el campo. Para abordar estas limitaciones, llevamos a cabo un experimento de semi-campo en Athens, Georgia, utilizando el mosquito invasor tigre asiático (Aedes albopictus). Seleccionamos nueve sitios que abarcaban variaciones naturales en la superficie impermeable y cobertura vegetal para explorar los efectos del microclima (temperatura y humedad) en los mosquitos. También manipulamos la densidad de larvas de tigre asiático en dos experimentos que fueron realizados en el verano y otoño. Evaluamos los efectos de la cobertura vegetal, la densidad de larvas, la temporada climática, y la interacción entre estas variables en la proporción de hembras que emergieron, el tiempo de desarrollo de las larvas, el tamaño al momento de la emergencia, y el crecimiento demográfico per cápita previsto (éxito reproductivo). Encontramos efectos significativos de la densidad de larvas, la variación de la cobertura vegetal y la estación del año en todas las variables de respuesta. Más notablemente, observamos un fuerte efecto de la interacción entre la temporada climática y la densidad de larvas en todas las variables de respuesta, incluyendo una disminución no intuitiva en el tiempo de desarrollo con el aumento de la competencia intraespecífica en el otoño. Nuestro estudio evidencia que ignorar la interacción entre variables abióticas y bióticas podría reducir la exactitud y precisión de los modelos utilizados para predecir las dinámicas de las poblaciones de mosquitos, y por tanto, de la transmisión de patógenos. Esto, especialmente en modelos que infieren estas dinámicas a escalas espaciales más finas, en las cuales ocurre la transmisión y el control.
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  • 文章类型: Journal Article
    体型是个体健康的关键组成部分,也是种群和生态系统的结构和功能的重要因素。解开环境变化的影响,对于野外种群来说,收获以及种内和种间营养对体型的影响仍然具有挑战性。西北大西洋的鲱鱼为评估与这些驱动因素相关的假设提供了坚实的基础,因为它们在过去一个世纪经历了显著的变暖和收获,同时也受到了广泛的其他选择性约束。使用53个队列(1962-2014年)期间16个主要人群的4岁平均长度数据,我们为海表温度变化的时间和种群间变化拟合了一系列经验模型。我们以抛物线函数的形式找到了统一的跨种群响应的证据,根据该证据,与寒冷地区相比,自然温暖环境中的种群对温度升高的反应更为负面。来自该函数的残差的时间变化在种群之间高度相干,进一步表明了对大规模环境驱动因素的共同反应。在本研究系统中观察到的同步性,尽管种群之间的收获和生态历史存在很大差异,但随着时间的推移,清楚地表明了环境变化对野生种群年龄大小的主导作用,与通常报道的捕鱼效果相反。这一发现对渔业管理具有重要意义,因为它表明与种群生产力相关的关键特征可能受到的短期管理控制比目前假设的要少得多。我们的研究,总的来说,说明了需要在物种内采用比较方法来推断野外自然和人为驾驶员对体型的许多可能影响。
    Body size is a key component of individual fitness and an important factor in the structure and functioning of populations and ecosystems. Disentangling the effects of environmental change, harvest and intra- and inter-specific trophic effects on body size remains challenging for populations in the wild. Herring in the Northwest Atlantic provide a strong basis for evaluating hypotheses related to these drivers given that they have experienced significant warming and harvest over the past century, while also having been exposed to a wide range of other selective constraints across their range. Using data on mean length-at-age 4 for the sixteen principal populations over a period of 53 cohorts (1962-2014), we fitted a series of empirical models for temporal and between-population variation in the response to changes in sea surface temperature. We find evidence for a unified cross-population response in the form of a parabolic function according to which populations in naturally warmer environments have responded more negatively to increasing temperature compared with those in colder locations. Temporal variation in residuals from this function was highly coherent among populations, further suggesting a common response to a large-scale environmental driver. The synchrony observed in this study system, despite strong differences in harvest and ecological histories among populations and over time, clearly indicates a dominant role of environmental change on size-at-age in wild populations, in contrast to commonly reported effects of fishing. This finding has important implications for the management of fisheries as it indicates that a key trait associated with population productivity may be under considerably less short-term management control than currently assumed. Our study, overall, illustrates the need for a comparative approach within species for inferences concerning the many possible effects on body size of natural and anthropogenic drivers in the wild.
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  • 文章类型: Journal Article
    目的:密度依赖性传粉者访问可以导致密度依赖性交配模式和种群内遗传结构。在锥虫中,低密度斑块中的个体比高密度斑块中的个体接受更多的自我花粉,表明低密度的亲缘关系较高。持续的碎片化也有望导致更多的局部交配,可能导致双亲近亲繁殖抑郁症。
    方法:评估亲缘关系是否随局部密度降低,我们分析了两个大群体中113个个体的1315个SNP位点。我们量化了其中一个种群的种群内遗传结构,记录潜在的栖息地障碍,并使用估计的有效迁移表面(EEMS)可视化基因流。我们进一步估计了由于交配限制在5m以内而导致的双亲近亲繁殖抑制的程度。
    结果:在任何人群中,局部密度与亲缘关系均无显著关系。我们检测到显著的精细尺度遗传结构,与距离隔离一致,距离小于10m时亲缘系数为正。亲缘系数较低,和预测的双亲近亲繁殖抑制导致最接近的5m内的交配是适度的1-3%。EEMS表明,岩石和灌木丛可能是种群内基因流动的障碍。
    结论:结果表明,稀疏斑块中自交花粉沉积的增加不一定会导致自交率升高,或者近交抑郁导致近交个体的建立成功率较低。适度的亲属关系表明,双亲近亲繁殖抑郁症不太可能是大种群分裂后的直接问题。结果进一步表明,生境结构可能有助于控制conopsea的精细遗传结构。
    Density-dependent pollinator visitation can lead to density-dependent mating patterns and within-population genetic structure. In Gymnadenia conopsea, individuals in low-density patches receive more self pollen than individuals in high-density patches, suggesting higher relatedness at low density. Ongoing fragmentation is also expected to cause more local matings, potentially leading to biparental inbreeding depression.
    To evaluate whether relatedness decreases with local density, we analyzed 1315 SNP loci in 113 individuals within two large populations. We quantified within-population genetic structure in one of the populations, recorded potential habitat barriers, and visualized gene flow using estimated effective migration surfaces (EEMS). We further estimated the magnitude of biparental inbreeding depression that would result from matings restricted to within 5 m.
    There was no significant relationship between local density and relatedness in any population. We detected significant fine-scale genetic structure consistent with isolation by distance, with positive kinship coefficients at distances below 10 m. Kinship coefficients were low, and predicted biparental inbreeding depression resulting from matings within the closest 5 m was a modest 1-3%. The EEMS suggested that rocks and bushes may act as barriers to gene flow within a population.
    The results suggest that increased self-pollen deposition in sparse patches does not necessarily cause higher selfing rates or that inbreeding depression results in low establishment success of inbred individuals. The modest relatedness suggests that biparental inbreeding depression is unlikely to be an immediate problem following fragmentation of large populations. The results further indicate that habitat structure may contribute to governing fine-scale genetic structure in G. conopsea.
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  • 文章类型: Journal Article
    植物受到多种食草动物的攻击,并依赖于反应的精确调节来应对广泛的拮抗剂。同时食草动物可以发生在不同的植物区室,这可能对植物的生长和繁殖构成严重威胁。特别是,植物经常面临共同发生的根和花草,但是很少有研究关注这种相互作用。这里,我们在野外研究了嚼根的毛虫甲虫幼虫和嚼花的毛虫毛虫对半干旱的十字花科草本植物的适应性和防御性的联合密度依赖性影响。我们发现,两个食草动物群体的适应性影响是独立且密度相关的。增加根草食动物密度不会显着降低植物适应性,而花草食动物密度的增加与它们引起的种子数量和幼苗出苗减少之间的关系是非线性的。对于根和花草食动物的不同密度,植物的防御反应是非加性的。高的花草食动物密度引起了繁殖的补偿性投资,当根草食动物密度很高时,这种耐受性反应与地上化学防御诱导相结合。因此,植物可以根据不同的地下和地上草食动物密度来优先考虑特定的性状组合,以最大程度地减少对适应性的负面影响。
    Plants are attacked by multiple herbivores, and depend on a precise regulation of responses to cope with a wide range of antagonists. Simultaneous herbivory can occur in different plant compartments, which may pose a serious threat to plant growth and reproduction. In particular, plants often face co-occurring root and floral herbivory, but few studies have focused on such interactions. Here, we investigated in the field the combined density-dependent effects of root-chewing cebrionid beetle larvae and flower-chewing pierid caterpillars on the fitness and defense of a semiarid Brassicaceae herb. We found that the fitness impact of both herbivore groups was independent and density-dependent. Increasing root herbivore density non-significantly reduced plant fitness, while the relationship between increasing floral herbivore density and the reduction they caused in both seed number and seedling emergence was non-linear. The plant defensive response was non-additive with regard to the different densities of root and floral herbivores; high floral herbivore density provoked compensatory investment in reproduction, and this tolerance response was combined with aboveground chemical defense induction when also root herbivore density was high. Plants may thus prioritize specific trait combinations in response to varying combined below- and aboveground herbivore densities to minimize negative impacts on fitness.
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  • 文章类型: Journal Article
    Hunting and fishing are often size-selective, which favours slow body growth. In addition, fast growth rate has been shown to be positively correlated with behavioural traits that increase encounter rates and catchability in passive fishing gears such as baited traps. This harvest-induced selection should be effectively eliminated in no-take marine-protected areas (MPAs) unless strong density dependence results in reduced growth rates. We compared body growth of European lobster (Homarus gammarus) between three MPAs and three fished areas. After 14 years of protection from intensive, size-selective lobster fisheries, the densities in MPAs have increased considerably, and we demonstrate that females moult more frequently and grow more during each moult in the MPAs. A similar, but weaker pattern was evident for males. This study suggests that MPAs can shield a wild population from slow-growth selection, which can explain the rapid recovery of size structure following implementation. If slow-growth selection is a widespread phenomenon in fisheries, the effectiveness of MPAs as a management tool can be higher than currently anticipated.
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  • 文章类型: Journal Article
    野生生物的收获是人类文化的重要组成部分,经济,和娱乐,但也会使物种面临灭绝的危险。因此,指导成功管理行动的决策依赖于研究人员将人口过程的变化与人口参数变化背后的人为行动或环境变化联系起来的能力。生态学家通常使用种群模型或最大持续产量曲线来估计收获对野生动植物和鱼类种群的影响。这些模型的应用通常只关注收获的影响,往往没有充分考虑其他潜力。经常共线,观察到的收成率和人口统计率之间关系的机械驱动因素。在这项研究中,我们使用综合人口模型和长期数据(1973-2016)来检验狩猎和自然死亡率之间的关系,猎人的数量,栖息地条件,和蓝翼蓝绿色的种群大小,丰富的北美涉猎鸭,具有相对快节奏的生活史策略。在过去的25年的研究中,蓝绿色丰度增加了三倍,狩猎死亡率概率略有增加(<0.02),自然死亡概率大幅增加(>0.1)。随着人口密度的增加,我们证明了对自然死亡率和繁殖力的强烈密度依赖性影响,指示补偿性收获死亡率和补偿性。严重的,仅评估生存与狩猎死亡率之间关系的分析将虚假地表明由于丰度之间的多重共线性而导致的失代偿死亡率,自然死亡率和狩猎死亡率。我们的发现表明,由于人口驱动因素之间的多重共线性,仅考虑狩猎对生存或自然死亡率的直接影响的模型可能无法准确评估狩猎对人口动态的机械影响。这种多重共线性限制了推理,并可能对全球应用的管理行动产生重大影响。
    Harvest of wild organisms is an important component of human culture, economy, and recreation, but can also put species at risk of extinction. Decisions that guide successful management actions therefore rely on the ability of researchers to link changes in demographic processes to the anthropogenic actions or environmental changes that underlie variation in demographic parameters. Ecologists often use population models or maximum sustained yield curves to estimate the impacts of harvest on wildlife and fish populations. Applications of these models usually focus exclusively on the impact of harvest and often fail to consider adequately other potential, often collinear, mechanistic drivers of the observed relationships between harvest and demographic rates. In this study, we used an integrated population model and long-term data (1973-2016) to examine the relationships among hunting and natural mortality, the number of hunters, habitat conditions, and population size of blue-winged teal Spatula discors, an abundant North American dabbling duck with a relatively fast-paced life history strategy. Over the last two and a half decades of the study, teal abundance tripled, hunting mortality probability increased slightly ( < 0.02 ), and natural mortality probability increased substantially ( > 0.1 ) at greater population densities. We demonstrate strong density-dependent effects on natural mortality and fecundity as population density increased, indicative of compensatory harvest mortality and compensatory natality. Critically, an analysis that only assessed the relationship between survival and hunting mortality would spuriously indicate depensatory mortality due to multicollinearity between abundance, natural mortality and hunting mortality. Our findings demonstrate that models that only consider the direct effect of hunting on survival or natural mortality can fail to accurately assess the mechanistic impact of hunting on population dynamics due to multicollinearity among demographic drivers. This multicollinearity limits inference and may have strong impacts on applied management actions globally.
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  • 文章类型: Journal Article
    亲缘选择的基本机制是种群粘度,个人不会远离他们的出生地,因此往往被亲戚包围。在这种情况下,甚至邻居之间的不分青红皂白的利他主义也经常涉及亲属之间的互动,这对利他主义的演变具有促进作用。这有可能解释整个生命之树的利他行为,包括在分类单元中,对亲属的识别是不可信的。然而,人口粘性也可能加剧亲属之间的资源竞争,对利他主义有抑制作用。的确,在最简单的情况下,个体以固定的概率分散,这两种影响已被证明完全抵消,因此粘度对利他主义没有净影响。这里,我们证明,如果个体能够根据局部密度有条件地分散,他们喜欢这样做,更多的利他主义社区表现出更高的分散率和伴随的亲属竞争放松。比较不同的种群或物种,这导致整体分散水平和利他主义之间的负相关。我们通过分析和使用基于个体的模拟证明了种群粘度在密度依赖性分散下促进利他主义的演变。
    A basic mechanism of kin selection is population viscosity, whereby individuals do not move far from their place of birth and hence tend to be surrounded by relatives. In such circumstances, even indiscriminate altruism among neighbours will often involve interactions between kin, which has a promoting effect on the evolution of altruism. This has the potential to explain altruistic behaviour across the whole tree of life, including in taxa for which recognition of kin is implausible. However, population viscosity may also intensify resource competition among kin, which has an inhibitory effect on altruism. Indeed, in the simplest scenario, in which individuals disperse with a fixed probability, these two effects have been shown to exactly cancel such that there is no net impact of viscosity on altruism. Here, we show that if individuals are able to disperse conditionally upon local density, they are favoured to do so, with more altruistic neighbourhoods exhibiting a higher rate of dispersal and concomitant relaxation of kin competition. Comparing across different populations or species, this leads to a negative correlation between overall levels of dispersal and altruism. We demonstrate both analytically and using individual-based simulations that population viscosity promotes the evolution of altruism under density-dependent dispersal.
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  • 文章类型: Journal Article
    种群动态是由许多生物驱动的(例如,密度依赖性)和非生物(例如,气候)各研究系统的贡献可能差异很大的因素(即,人口)。然而,这些因素的贡献在种群之间和物种之间的差异程度以及是否可以识别空间模式很少受到关注。
    这里,我们使用了长期(1982-2011),广泛的规模(182个地点分布在法国大都市)数据集,以研究三种淡水鱼物种的种群动态中的空间格局,这些物种在最近几十年中呈现出对比的生活史和海拔变化模式。我们使用分层贝叶斯方法和弹性分析来估计一组生物的相对贡献(例如,密度依赖性的强度,招募率)和非生物(水温的平均值和变异性)因素会影响这三个物种的两个不同大小类别(0和>0个体)的特定地点动态。然后,我们通过面对两个非互斥的假设来测试每个因素的局部贡献是否为生物地理模式提供了证据:预测沿海拔或纬度的梯度的“范围偏移”假设和“丰富中心”假设,预测从物种分布范围的中心到边缘的梯度。
    尽管有不同的生活史,这三个物种在种群动态中表现出相似的大规模模式,生物因素的贡献要比非生物因素大得多。然而,不同因素的贡献在分布范围内变化很大,并遵循不同的空间模式。的确,虽然非生物因素大多随海拔变化,生物因素-对人口动态的贡献不成比例-沿海拔和纬度变化。
    总的来说,虽然我们的结果为范围移位假说提供了更强的支持,他们还强调了不同因素对种群动态空间格局的双重影响,并可以解释在自然种群中寻找地理梯度一般证据的总体困难。我们建议考虑影响人口动态的因素的单独贡献可以帮助更好地理解丰度分布模式的驱动因素。
    Population dynamics are driven by a number of biotic (e.g., density-dependence) and abiotic (e.g., climate) factors whose contribution can greatly vary across study systems (i.e., populations). Yet, the extent to which the contribution of these factors varies across populations and between species and whether spatial patterns can be identified has received little attention.
    Here, we used a long-term (1982-2011), broad scale (182 sites distributed across metropolitan France) dataset to study spatial patterns in the population\'s dynamics of three freshwater fish species presenting contrasted life-histories and patterns of elevation range shifts in recent decades. We used a hierarchical Bayesian approach together with an elasticity analysis to estimate the relative contribution of a set of biotic (e.g., strength of density dependence, recruitment rate) and abiotic (mean and variability of water temperature) factors affecting the site-specific dynamic of two different size classes (0+ and >0+ individuals) for the three species. We then tested whether the local contribution of each factor presented evidence for biogeographical patterns by confronting two non-mutually exclusive hypotheses: the \"range-shift\" hypothesis that predicts a gradient along elevation or latitude and the \"abundant-center\" hypothesis that predicts a gradient from the center to the edge of the species\' distributional range.
    Despite contrasted life-histories, the three species displayed similar large-scale patterns in population dynamics with a much stronger contribution of biotic factors over abiotic ones. Yet, the contribution of the different factors strongly varied within distributional ranges and followed distinct spatial patterns. Indeed, while abiotic factors mostly varied along elevation, biotic factors-which disproportionately contributed to population dynamics-varied along both elevation and latitude.
    Overall while our results provide stronger support for the range-shift hypothesis, they also highlight the dual effect of distinct factors on spatial patterns in population dynamics and can explain the overall difficulty to find general evidence for geographic gradients in natural populations. We propose that considering the separate contribution of the factors affecting population dynamics could help better understand the drivers of abundance-distribution patterns.
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  • 文章类型: Journal Article
    具有大量本地丰度的物种往往占据更多的地点。为解释这种广泛报道的物种间关系而提出的机制之一是基于人口水平动态的跨尺度假设。称为生命率机制;它使用人口增长和密度依赖性的人口内部人口统计过程来预测何时会出现特定的丰度-占用关系,以及何时会削弱甚至变为负值。即使生命速率机制在数学上很简单,由于难以估计所涉及的人口统计学参数,因此从未直接测试其预测。这里,使用最近引入的标记重新捕获分析方法,我们表明,在17种鸟类中,丰度与占有率之间没有关系。我们的结果与预期会削弱这种关系的人口统计学过程的生命率机制的预测一致。具体来说,我们发现内在增长率和局部丰度不相关,和密度依赖强度显示出不同物种的相当大的差异。密度依赖性强度的变异性与物种水平的局部平均丰度和固有生长速率的变异性有关;具有较低生长速率的物种具有较高的丰度,并且受到密度依赖性过程的强烈调节,尤其是对存活率的影响。更一般地说,我们的发现支持了从种群水平的密度依赖动态中出现的宏观生态丰度-占用率关系的跨尺度机制。
    Species with large local abundances tend to occupy more sites. One of the mechanisms proposed to explain this widely reported inter-specific relationship is a cross-scale hypothesis based on dynamics at the population level. Called the vital rates mechanism; it uses within-population demographic processes of population growth and density dependence to predict when inter-specific abundance-occupancy relationships can arise and when these relationships can weaken and even turn negative. Even though the vital rates mechanism is mathematically simple, its predictions has never been tested directly because of the difficulty estimating the demographic parameters involved. Here, using a recently introduced mark-recapture analysis method, we show that there is no relationship between abundance and occupancy among 17 bird species. Our results are consistent with the predictions of the vital rate mechanism regarding the demographic processes that are expected to weaken this relationship. Specifically, we find that intrinsic growth rate and local abundance are not correlated, and density dependence strength shows considerable variation across species. Variability in density dependence strength is related to variability in species-level local average abundance and intrinsic growth rate; species with lower growth rate have higher abundance and are strongly regulated by density dependent processes, especially acting on survival rates. More generally, our findings support a cross-scale mechanism of macroecological abundance-occupancy relationship emerging from density-dependent dynamics at the population level.
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  • 文章类型: Journal Article
    密度依赖性在小型哺乳动物的行为和种群调节中起着至关重要的作用,这可能是由激素和肠道微生物群介导的。高密度引起的拥挤效应通常会导致各种社会压力的组合,包括空间短缺,物理接触和非物理接触,但是它们对动物肠道菌群的独特影响尚未得到研究。在这项研究中,我们在实验室和野外条件下研究了空间短缺和物理或非物理接触压力对Brandt田鼠血清皮质酮和肠道微生物群的拥挤效应。我们的结果表明,与物理或非物理接触压力相比,空间短缺压力对田鼠的血清皮质酮和肠道菌群的影响更大。在高密度条件下,非物理接触压力的拥挤效应变得更强。而在没有密度效应的较大组中,物理接触应力更强。在实验室和半自然封闭条件下的高密度或群体大小处理显着增加了关键差异分类群的相对丰度,包括拟杆菌,TM7,S24_7,链球菌,和乳酸菌;而高密度或群体大小的处理降低了Firmicutes的相对丰度,葡萄球菌科,拟杆菌,粪杆菌,还有Adlercreutzia.我们的研究表明,高密度引起的空间短缺和物理接触或非物理接触应激可能通过改变小型哺乳动物的肠道菌群在行为和种群调节中起重要作用。我们的结果也可能对牲畜的啮齿动物控制或健康管理具有重要意义。
    Density-dependence plays a critical role in behavior and population regulation of small mammals, which is likely mediated by hormones and gut microbiota. High density-induced crowding effects often cause a combination of various social stresses including space shortage, physical contact and non-physical contact, but their distinct effects on gut microbiota in animals have not been investigated. In this study, we examined the crowding effects of space shortage and physical or non-physical contact stress on serum corticosterone and gut microbiota of Brandt\'s voles in both laboratory and field conditions. Our results demonstrated that the space shortage stress showed a more predominant impact on serum corticosterone and gut microbiota of voles than physical or non-physical contact stress; the crowding effects of non-physical contact stress became stronger in high density conditions, while physical contact stress was stronger in a larger group without density effects. High density or group size treatments under both laboratory and semi-natural enclosure conditions significantly increased the relative abundance of key differential taxa, including Bacteroidetes, TM7, S24_7, Streptococcus, and Lactobacillus; while high density or group size treatments decreased the relative abundance of Firmicutes, Staphylococcaceae, Bacteroides, Faecalibacterium, and Adlercreutzia. Our study suggests that high density-induced space shortage and physical contact or non-physical contact stress may play a significant role in behavior and population regulation through altering gut microbiota in small mammals. Our results may also have significant implications in rodent control or health management for livestock.
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