Feeser Kelli L, Van Horn David J, Buelow Heather N, Colman Daniel R, McHugh Theresa A, Okie Jordan G, Schwartz Egbert, Takacs-Vesbach Cristina D
Department of Biology, University of New Mexico, Albuquerque, NM, United States.
Department of Biological Sciences, Colorado Mesa University, Grand Junction, CO, United States.
Front Microbiol. 2018 Aug 21;9:1928. doi: 10.3389/fmicb.2018.01928. eCollection 2018.
The distribution of organisms in an environment is neither uniform nor random but is instead spatially patterned. The factors that control this patterning are complex and the underlying mechanisms are poorly understood. Soil microbes are critical to ecosystem function but exhibit highly complex distributions and community dynamics due in large part to the scale-dependent effects of environmental heterogeneity. To better understand the impact of environmental heterogeneity on the distribution of soil microbes, we sequenced the 16S rRNA gene from bacterial communities in the microbe-dominated polar desert ecosystem of the McMurdo Dry Valleys (MDV), Antarctica. Significant differences in key edaphic variables and alpha diversity were observed among the three lake basins of the Taylor Valley (Kruskal-Wallis; pH: χ = 68.89, < 0.001, conductivity: χ = 35.03, < 0.001, observed species: χ = 7.98, = 0.019 and inverse Simpson: χ = 18.52, < 0.001) and each basin supported distinctive microbial communities (ANOSIM = 0.466, = 0.001, random forest ratio of 14.1). However, relationships between community structure and edaphic characteristics were highly variable and contextual, ranging in magnitude and direction across regional, basin, and local scales. Correlations among edaphic factors (pH and soil conductivity) and the relative abundance of specific phyla were most pronounced along local environmental gradients in the Lake Fryxell basin where Acidobacteria, Bacteroidetes, and Proteobacteria declined while Deinococcus-Thermus and Gemmatimonadetes increased with soil conductivity (all < 0.1). Species richness was most strongly related to the soil conductivity gradient present within this study system. We suggest that the relative importance of pH versus soil conductivity in structuring microbial communities is related to the length of edaphic gradients and the spatial scale of sampling. These results highlight the importance of conducting studies over large ranges of key environmental gradients and across multiple spatial scales to assess the influence of environmental heterogeneity on the composition and diversity of microbial communities.
生物在环境中的分布既非均匀也非随机,而是具有空间格局。控制这种格局的因素很复杂,其潜在机制也了解甚少。土壤微生物对生态系统功能至关重要,但由于环境异质性的尺度依赖性效应,它们表现出高度复杂的分布和群落动态。为了更好地理解环境异质性对土壤微生物分布的影响,我们对南极麦克默多干谷(MDV)以微生物为主的极地沙漠生态系统中细菌群落的16S rRNA基因进行了测序。在泰勒谷的三个湖盆中,关键土壤变量和α多样性存在显著差异(Kruskal-Wallis检验;pH:χ = 68.89, < 0.001,电导率:χ = 35.03, < 0.001,观察到的物种数:χ = 7.98, = 0.019,逆辛普森指数:χ = 18.52, < 0.001),每个湖盆都支持独特的微生物群落(ANOSIM = 0.466, = 0.001,随机森林比率为14.1)。然而,群落结构与土壤特征之间的关系高度可变且因情况而异,在区域、湖盆和局部尺度上,其大小和方向各不相同。在弗里克塞尔湖盆,土壤因素(pH和土壤电导率)与特定门类的相对丰度之间的相关性在局部环境梯度上最为明显,随着土壤电导率的增加,酸杆菌门、拟杆菌门和变形菌门减少,而嗜热栖热菌纲和芽单胞菌门增加(均 < 0.1)。物种丰富度与本研究系统中存在的土壤电导率梯度关系最为密切。我们认为,pH与土壤电导率在构建微生物群落中的相对重要性与土壤梯度的长度和采样的空间尺度有关。这些结果凸显了在大范围的关键环境梯度上并跨越多个空间尺度开展研究以评估环境异质性对微生物群落组成和多样性影响的重要性。