co‐occurrence network

  • 文章类型: Journal Article
    高度多样的外切酶介导从底物到土壤分解器微食物网内的多营养微生物群的能量流。这里,我们使用“土壤酶谱分析”方法建立了一系列酶谱指数;假设这些指数反映了微食物网的特征。我们系统地评估了将废弃农田恢复到自然区域时,酶谱指数与微食物网特征有关的变化。我们发现酶的C:N化学计量和可分解指数与底物可用性显着相关。此外,外酶谱中更高的香农多样性指数,特别是对于C-降解水解酶,对应于更大的微生物群落多样性。外酶网络的增加的复杂性和稳定性反映了微食物网网络的类似变化。此外,酶谱的总活性作为土壤多功能性的参数,有效地预测了底物含量,微生物群落大小,多样性,和网络的复杂性。最终,提出的酶通道指数与来自微生物和线虫的传统分解通道指数密切相关。我们的结果表明,土壤酶谱分析很好地反映了分解食物网的特征。通过使用土壤酶谱分析,我们的研究对于预测未来的气候变化或人为干扰对土壤分解器微食物网特征的影响具有重要意义。
    Highly diverse exoenzymes mediate the energy flow from substrates to the multitrophic microbiota within the soil decomposer micro-food web. Here, we used a \"soil enzyme profile analysis\" approach to establish a series of enzyme profile indices; those indices were hypothesized to reflect micro-food web features. We systematically evaluated the shifts in enzyme profile indices in relation to the micro-food web features in the restoration of an abandoned cropland to a natural area. We found that enzymatic C:N stoichiometry and decomposability index were significantly associated with substrate availability. Furthermore, the higher Shannon diversity index in the exoenzyme profile, especially for the C-degrading hydrolase, corresponded to a greater microbiota community diversity. The increased complexity and stability of the exoenzyme network reflected similar changes with the micro-food web networks. In addition, the gross activity of the enzyme profile as a parameter for soil multifunctionality, effectively predicted the substrate content, microbiota community size, diversity, and network complexity. Ultimately, the proposed enzymic channel index was closely associated with the traditional decomposition channel indices derived from microorganisms and nematodes. Our results showed that soil enzyme profile analysis reflected very well the decomposer food web features. Our study has important implications for projecting future climate change or anthropogenic disturbance impacts on soil decomposer micro-food web features by using soil enzyme profile analysis.
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  • 文章类型: Journal Article
    产甲烷和甲烷营养微生物共同决定了稻田的净甲烷通量。尽管对他们作为独立社区进行了大量研究,很少有关于联合社区模式的研究,以及这些在根际平面(根表面)之间是如何变化的,根际(根周围的土壤)和水稻植物周围的块状土壤,尤其是在更大的空间尺度上。我们从中国中东部32个地理上分散的稻田中收集了样本,通过使用高通量测序靶向用于甲烷生成的mcrA基因和用于甲烷营养的pmoA基因的扩增子。产甲烷菌和甲烷营养菌的不同群落出现在三个隔室中的每个隔室中,在所有隔室中,产甲烷菌和甲烷营养菌之间都发现了主要的正联系,这表明了交叉进食或聚生体关系。产甲烷菌是散装土壤中的网络枢纽,和根际平面中的甲烷营养生物。根际的网络复杂性和稳定性大于根际平面和块状土壤,没有检测到网络集线器,表明植物对稳态影响的最强影响发生在根际。对于两个群落,根际平面中的决定论(均匀选择)和距离衰减关系(DDR)的比例始终低于根际,表明水稻根表面系统发育聚类较弱。我们的结果为稻田中的CH4氧化和排放提供了更好的理解,未来的农业管理可以考虑不同土壤隔室之间的细微变化以及产甲烷和甲烷营养群落之间的相互作用。
    Methanogenic and methanotrophic microbes together determine the net methane flux from rice fields. Despite much research on them as separate communities, there has been little study of combined community patterns, and how these vary between the rhizoplane (root surface), rhizosphere (soil surrounding the root) and bulk soil around rice plants, especially at larger spatial scale. We collected samples from 32 geographically scattered rice fields in east central China, amplicon targeting the mcrA gene for methanogenesis and pmoA gene for methanotrophy by using high-throughput sequencing. Distinct communities of both methanogens and methanotrophs occurred in each of the three compartments, and predominantly positive links were found between methanogens and methanotrophs in all compartments indicating cross-feeding or consortia relationships. Methanogens were acting as the network hub in the bulk soil, and methanotrophs in rhizoplane. Network complexity and stability was greater in the rhizosphere than rhizoplane and bulk soil, with no network hubs detected, suggesting the strongest effect of homeostatic influence by plant occurred in the rhizosphere. The proportion of determinism (homogeneous selection) and distance-decay relation (DDR) in rhizoplane was consistently lower than that in the rhizosphere for both communities, indicating weaker phylogenetic clustering in rice root surface. Our results have provided a better understanding of CH4 oxidation and emission in rice paddy fields and future agriculture management could take into consideration of the subtle variation among different soil compartments and interactions within methanogenic and methanotrophic communities.
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  • 文章类型: Journal Article
    落叶和常绿树木对干旱和氮(N)需求的反应不同。这些功能类型是否会影响干旱期间细菌群落在氮循环中的作用仍不确定。两种落叶树种(Alnuscremastogyne,一种固定N2的物种,和枫香)和两棵常绿树(杉木和马尾松)被用来评估控制根际土壤细菌群落和氮循环功能的因素。植物的光合速率和生物量生产,测定了根际土壤的16SrRNA测序和氮循环相关基因。门放线菌和Firmicutes的相对丰度较高,还有变形杆菌,酸杆菌,落叶乔木根际土壤中的Gemmaatimondaetes含量低于常绿。两种树木之间的细菌群落的β多样性也存在显着差异。在井水条件和短期干旱条件下,落叶树的净光合速率和生物量产量均明显高于常绿树种。根系生物量是驱动土壤细菌群落和氮循环功能的最重要因素,而不是总生物量和地上生物量。此外,响应降低的44个细菌属和46个分类单元显示沿根生物量梯度的响应增加。关于N周期相关的功能基因,氨氧化细菌(AOB)和自养氨氧化古菌(AOA)的拷贝数,N2固定基因(nifH),和反硝化基因(nirK,落叶乔木土壤中的nirS)明显高于常绿土壤。结构方程模型解释了50.2%,47.6%,48.6%,49.4%,nifH拷贝数的变异性为37.3%,AOB,AOA,nirk,和黑人,分别,根生物量对所有N循环功能基因的拷贝数都有显著的正向影响。总之,根系生物量在影响细菌群落结构和土壤氮素循环中起着关键作用。我们的发现对我们理解人工林生态系统中植物对细菌群落的控制和氮循环功能具有重要意义。
    Deciduous and evergreen trees differ in their responses to drought and nitrogen (N) demand. Whether or not these functional types affect the role of the bacterial community in the N cycle during drought remains uncertain. Two deciduous tree species (Alnus cremastogyne, an N2-fixing species, and Liquidambar formosana) and two evergreen trees (Cunninghamia lanceolata and Pinus massoniana) were used to assess factors in controlling rhizosphere soil bacterial community and N cycling functions. Photosynthetic rates and biomass production of plants, 16S rRNA sequencing and N-cycling-related genes of rhizosphere soil were measured. The relative abundance of the phyla Actinobacteria and Firmicutes was higher, and that of Proteobacteria, Acidobacteria, and Gemmatimondaetes was lower in rhizosphere soil of deciduous trees than that of evergreen. Beta-diversity of bacterial community also significantly differed between the two types of trees. Deciduous trees showed significantly higher net photosynthetic rates and biomass production than evergreen species both at well water condition and short-term drought. Root biomass was the most important factor in driving soil bacterial community and N-cycling functions than total biomass and aboveground biomass. Furthermore, 44 bacteria genera with a decreasing response and 46 taxa showed an increased response along the root biomass gradient. Regarding N-cycle-related functional genes, copy numbers of ammonia-oxidizing bacteria (AOB) and autotrophic ammonia-oxidizing archaea (AOA), N2 fixation gene (nifH), and denitrification genes (nirK, nirS) were significantly higher in the soil of deciduous trees than in that of the evergreen. Structural equation models explained 50.2%, 47.6%, 48.6%, 49.4%, and 37.3% of the variability in copy numbers of nifH, AOB, AOA, nirK, and nirS, respectively, and revealed that root biomass had significant positive effects on copy numbers of all N-cycle functional genes. In conclusion, root biomass played key roles in affecting bacterial community structure and soil N cycling. Our findings have important implications for our understanding of plants control over bacterial community and N-cycling function in artificial forest ecosystems.
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  • 文章类型: Journal Article
    线虫在土壤生态系统中起着至关重要的作用。要了解他们的社区和共存模式如何沿海拔变化,并确定这些变化背后的最佳解释因素,我们调查了Mt上的自由生活土壤线虫。Halla,韩国,使用针对18SrRNA基因的扩增子测序方法。我们的结果表明,土壤线虫的群落多样性和组成与海拔有关。在低海拔地区,土壤线虫之间的网络相互作用更为强烈。气候变量是解释线虫群落组成和共生模式的海拔变化的原因。我们的研究表明,气候因素是关键的环境过滤器,不仅影响了群落结构,而且影响了Mt山区生态系统中土壤线虫的潜在关联。Halla.这些发现增强了对海拔沿线土壤线虫群落结构和共现网络模式和机制的理解,以及山地生态系统垂直尺度上土壤线虫对气候变化的响应。
    Nematodes play vital roles in soil ecosystems. To understand how their communities and coexistence patterns change along the elevation as well as to determine the best explanatory factors underlying these changes, we investigated free-living soil nematodes on Mt. Halla, South Korea, using an amplicon sequencing approach targeting the 18S rRNA gene. Our results showed that there was significant variation in the community diversity and composition of soil nematodes in relation to elevation. The network interactions between soil nematodes were more intensive at the lower elevations. Climatic variables were responsible explaining the elevational variation in community composition and co-occurrence pattern of the nematode community. Our study indicated that climatic factors served as the critical environmental filter that influenced not only the community structure but also the potential associations of soil nematodes in the mountain ecosystem of Mt. Halla. These findings enhance the understanding of the community structure and co-occurrence network patterns and mechanisms of soil nematode along elevation, and the response of soil nematodes to climate change on the vertical scale of mountain ecosystems.
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  • 文章类型: Journal Article
    由于典型生态脆弱区的特殊敏感性,一系列的人类生活,采矿,和其他活动对环境的影响更大。在这项研究中,选取黄土高原鄂尔多斯市的三个煤矿作为研究区,通过测量砷,研究了该地区重金属的污染水平,Hg,Cr,Cd,Cu,Ni,131个采样点的土壤中的Pb。结合生物学中“共现网络”的概念,使用地统计学和遥感数据库研究了土壤中的重金属水平。结果表明,汞的浓度,Cr,Ni,Cu,超过一半的采样点的Pb高于当地环境背景值,但未超过中国规定的风险控制值,表明人为因素有更大的影响,而Cd和As元素主要受土壤母质和人为因素的影响。重金属元素与粘土和粉土无关,但与砾石有明显的相关性。Cd,Pb,As和Ni,Cd,Cr均呈正相关,不同的重金属在空间上的分布也反映了自相关性,主要集中在TS矿区东北部和PS矿区中部。
    Due to the special sensitivity of typical ecologically fragile areas, a series of human life, mining, and other activities have a greater impact on the environment. In this study, three coal mines in Ordos City on the Loess Plateau were selected as the study area, and the pollution levels of heavy metals in the area were studied by measuring As, Hg, Cr, Cd, Cu, Ni, and Pb in the soil of 131 sampling points. Combined with the concept of \"co-occurrence network\" in biology, the level of heavy metals in soil was studied using geostatistics and remote sensing databases. The results showed that the concentrations of Hg, Cr, Ni, Cu, and Pb in more than half of the sampling points were higher than the local environmental background value, but did not exceed the risk control value specified by China, indicating that human factors have a greater influence, while Cd and As elements are mainly affected Soil parent material and human factors influence. Heavy metal elements have nothing to do with clay and silt but have an obvious correlation with gravel. Cd, Pb, As and Ni, Cd, Cr are all positively correlated, and different heavy metals are in space The distribution also reflects the autocorrelation, mainly concentrated in the northeast of the TS mining area and the middle of the PS mining area.
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  • 文章类型: Journal Article
    溪流的生态监测通常侧重于通过当地的多样性措施评估单个底栖大型无脊椎动物(BMI)群落的生物完整性,如分类学或功能丰富度。然而,由于各个BMI社区经常在区域范围内通过各种生态过程联系在一起,有必要在流域规模上评估社区群体的生物完整性。使用4,619个河床BMIs采样社区,我们使用从加利福尼亚州流域内选择的社区群体在上游土地利用造成的不同压力水平下产生的共现网络来调查这个问题。在理论生态学和网络理论的许多论点的基础上,我们提出了一个框架,用于评估BMI社区的分水岭尺度分组的生物完整性,使用测量其共现网络拓扑.我们发现压力之间存在显著的相关性,正如流域内上游土地利用的平均衡量标准所描述的那样,以及共现网络的拓扑度量,如网络大小(r=-.81,p<10-4),连通性(r=.31,p<10-4),平均共生强度(r=.25,p<10-4),程度异质性(r=-.10,p<10-4),和模块化(r=.11,p<10-4)。使用这五个拓扑度量,我们构建了一个生物完整性的线性模型,这里是一种分类和功能多样性的组合,被称为加州河流状况指数,分水岭内的BMI社区群体。该模型可以占社区平均生物完整性分水岭间变化的66%。这些观察结果暗示了共现网络在评估BMI社区的生物完整性现状方面的作用。以及它们在评估其他生态社区中的潜在用途。
    Ecological monitoring of streams has often focused on assessing the biotic integrity of individual benthic macroinvertebrate (BMI) communities through local measures of diversity, such as taxonomic or functional richness. However, as individual BMI communities are frequently linked by a variety of ecological processes at a regional scale, there is a need to assess biotic integrity of groups of communities at the scale of watersheds. Using 4,619 sampled communities of streambed BMIs, we investigate this question using co-occurrence networks generated from groups of communities selected within California watersheds under different levels of stress due to upstream land use. Building on a number of arguments in theoretical ecology and network theory, we propose a framework for the assessment of the biotic integrity of watershed-scale groupings of BMI communities using measures of their co-occurrence network topology. We found significant correlations between stress, as described by a mean measure of upstream land use within a watershed, and topological measures of co-occurrence networks such as network size (r = -.81, p < 10-4), connectance (r = .31, p < 10-4), mean co-occurrence strength (r = .25, p < 10-4), degree heterogeneity (r = -.10, p < 10-4), and modularity (r = .11, p < 10-4). Using these five topological measures, we constructed a linear model of biotic integrity, here a composite of taxonomic and functional diversity known as the California Stream Condition Index, of groups of BMI communities within a watershed. This model can account for 66% of among-watershed variation in the mean biotic integrity of communities. These observations imply a role for co-occurrence networks in assessing the current status of biotic integrity for BMI communities, as well as their potential use in assessing other ecological communities.
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