taxonomic level

  • 文章类型: Journal Article
    人类口腔微生物组可能在口腔鳞状细胞癌的发展中起作用。这项范围审查的目的是检查OSCC患者和健康对照之间的微生物多样性和口腔微生物组组成差异。
    于2023年1月9日进行了文献检索(在PubMed和Embase.com中)。从这篇综述的纳入研究中使用的结果变量是每个分类水平的α-和β多样性和口腔微生物组组成谱(phylum,class-,order-,属和物种水平)。
    423项研究中有13项纳入了这篇综述,涉及1,677名受试者。其中OSCC患者905例(54.0%),健康对照772例(46.0%).大多数研究发现OSCC患者组中的α多样性较高,并且OSCC患者样品和健康对照样品之间的β多样性显著不同。研究报告了更丰富的镰刀菌(门水平),梭杆菌(属水平),具核梭杆菌,OSCC患者的牙髓卟啉单胞菌和中间的Prevotella(在物种水平上)。健康对照组放线菌较丰富(门水平),根据大多数研究,链球菌和韦洛氏菌(属水平)和韦洛氏菌(在物种水平)。
    我们的研究结果表明OSCC患者口腔微生物组多样性和组成存在差异。临床意义需要继续研究。需要开发国际公认的口腔样本收集和口腔微生物群分析的标准程序,以便在未来的研究中进行更确凿和临床相关的比较。
    UNASSIGNED: The human oral microbiome may play a role in the development of oral squamous cell carcinoma. The aim of this scoping review was to examine microbial diversity and differences in the composition of the oral microbiome between OSCC patients and healthy controls.
    UNASSIGNED: A literature search (in PubMed and Embase.com) was performed on January 9, 2023. The outcome variables used from the included studies of this review were alpha- and beta diversity and oral microbiome composition profiles for each taxonomic level (phylum-, class-, order-, genus- and species level).
    UNASSIGNED: Thirteen out of 423 studies were included in this review compromising 1,677 subjects, of which 905 (54.0%) were OSCC patients and 772 (46.0%) were healthy controls. Most studies found a higher alpha diversity in the OSCC patient group and significantly different beta diversities between OSCC patient samples and healthy control samples. Studies reported more abundant Fusobacteria (on phylum level), Fusobacterium (on genus level), Fusobacterium nucleatum, Porphyromonas endodontalis and Prevotella intermedia (on species level) in OSCC patients. The healthy control group had more abundant Actinobacteria (on phylum level), Streptococcus and Veilonella (on genus level) and Veilonella parvula (on species level) according to most studies.
    UNASSIGNED: Our findings show differences in oral microbiome diversity and composition in OSCC patients. Clinical implications demand continuing study. Development of internationally accepted standard procedures for oral sample collection and oral microbiota analysis is needed for more conclusive and clinically relevant comparisons in future research.
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  • 文章类型: Journal Article
    “分类学充分性”(TS)方法已应用于藻类,原生生物,无脊椎动物,和脊椎动物,通常通过将物种水平的丰度数据汇总到更高的分类学水平,其中属级数据通常与物种级数据高度相关,并且是有效的代理级别。TS方法提供了比较来自不同地理区域的数据的可能性,并强调了污染物的影响。TS方法在面对不同的研究人员和长期生物调查数据的比较中是稳定的。TS方法的有效性可以随着环境梯度或空间面积的增加而增加。当空间面积较小并且认为物种级数据的微小差异很重要时,应避免使用TS方法。以免抵消特定于生物类群局部环境的分布模式。
    The \'taxonomic sufficiency\' (TS) approach has been applied to algae, protists, invertebrates, and vertebrates, generally by aggregating species-level abundance data to a higher taxonomic level, where genus-level data are often highly correlated with species-level data and are a valid proxy level. The TS approach offers the possibility of a comparison of data from different geographical areas and highlights the effects of contaminants. The TS approach is stable in the face of different researchers and in the comparison of long-term biological survey data. The effectiveness of the TS approach may increase with increasing environmental gradients or spatial area. The TS approach should be avoided when the spatial area is small and small differences in species-level data are considered important, so as not to cancel out the distribution patterns specific to the local environment of the biological taxa.
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  • 文章类型: Journal Article
    在美国,结直肠癌是一种常见且致命的疾病,到2020年死亡人数超过50,000。这种进行性疾病通过早期发现和治疗是高度可预防的,但是许多人不遵守推荐的筛查指南。肠道微生物组已成为结直肠癌非侵入性检测的有希望的目标。大多数基于微生物组的分类工作利用来自操作分类单位(OTU)或扩增子序列变体(ASV)的分类学丰度数据,目的是提高分类学分辨率。然而,目前尚不清楚哪种分类分辨率对于基于微生物组的结直肠癌分类是最佳的.为了解决这个问题,我们使用一个可重复的机器学习框架来量化基于被注释到门的数据的模型的分类性能,类,订单,家庭,属,OTU,ASV水平。我们发现模型性能随着分类分辨率的增加而增加,达到家庭水平,在家庭中表现相等(P>0.05)(接受者工作特征曲线下的平均面积[AUROC],0.689),属(平均AUROC,0.690),和OTU(平均AUROC,0.693)在ASV水平降低之前的水平(P<0.05;平均AUROC,0.676)。这些结果证明了分类分辨率和预测性能之间的权衡,其中粗略的分类分辨率(例如,门)不够明显,但分辨率很好(例如,ASV)过于个性化,无法准确分类样本。类似于金发姑娘和三只熊的故事(L.B.Cauley,金发姑娘和三只熊,1981),中距离分辨率(即,家庭,属,和OTU)对于根据微生物组数据进行结直肠癌的最佳预测“恰到好处”。重要性尽管是高度可预防的,结直肠癌仍然是美国癌症相关死亡的主要原因.低成本,无创检测方法可以大大提高我们识别和治疗早期疾病的能力。微生物组已显示出有望作为检测结直肠癌的资源。对肠道微生物组的研究往往集中在提高我们对物种和菌株水平分类分辨率的能力上。然而,我们发现,更精细的分辨率阻碍了基于肠道微生物组预测结直肠癌的能力.这些结果强调了需要考虑微生物组分析的适当分类分辨率,并且更精细的分辨率并不总是更多的信息。
    Colorectal cancer is a common and deadly disease in the United States accounting for over 50,000 deaths in 2020. This progressive disease is highly preventable with early detection and treatment, but many people do not comply with the recommended screening guidelines. The gut microbiome has emerged as a promising target for noninvasive detection of colorectal cancer. Most microbiome-based classification efforts utilize taxonomic abundance data from operational taxonomic units (OTUs) or amplicon sequence variants (ASVs) with the goal of increasing taxonomic resolution. However, it is unknown which taxonomic resolution is optimal for microbiome-based classification of colorectal cancer. To address this question, we used a reproducible machine learning framework to quantify classification performance of models based on data annotated to phylum, class, order, family, genus, OTU, and ASV levels. We found that model performance increased with increasing taxonomic resolution, up to the family level where performance was equal (P > 0.05) among family (mean area under the receiver operating characteristic curve [AUROC], 0.689), genus (mean AUROC, 0.690), and OTU (mean AUROC, 0.693) levels before decreasing at the ASV level (P < 0.05; mean AUROC, 0.676). These results demonstrate a trade-off between taxonomic resolution and prediction performance, where coarse taxonomic resolution (e.g., phylum) is not distinct enough, but fine resolution (e.g., ASV) is too individualized to accurately classify samples. Similar to the story of Goldilocks and the three bears (L. B. Cauley, Goldilocks and the Three Bears, 1981), mid-range resolution (i.e., family, genus, and OTU) is \"just right\" for optimal prediction of colorectal cancer from microbiome data. IMPORTANCE Despite being highly preventable, colorectal cancer remains a leading cause of cancer-related death in the United States. Low-cost, noninvasive detection methods could greatly improve our ability to identify and treat early stages of disease. The microbiome has shown promise as a resource for detection of colorectal cancer. Research on the gut microbiome tends to focus on improving our ability to profile species and strain level taxonomic resolution. However, we found that finer resolution impedes the ability to predict colorectal cancer based on the gut microbiome. These results highlight the need for consideration of the appropriate taxonomic resolution for microbiome analyses and that finer resolution is not always more informative.
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  • 文章类型: Journal Article
    Aim To detect regional patterns of plant species richness in temperate nature reserves and determine the unbiased effects of environmental variables by mutual correlation with operating factors. Location The Czech Republic. Methods Plant species richness in 302 nature reserves was studied by using 14 explanatory variables reflecting the reserve area, altitude, climate, habitat diversity and prevailing vegetation type. Backward elimination of explanatory variables was used to analyse the data, taking into account their interactive nature, until the model contained only significant terms. Results A minimal adequate model with reserve area, mean altitude, prevailing vegetation type and habitat diversity (expressed as the number of major habitat types in the reserve) accounted for 53.9% of the variance in species number. After removing the area effect, habitat diversity explained 15.6% of variance, while prevailing vegetation type explained 29.6%. After removing the effect of both area and vegetation type, the resulting model explained 10.3% of the variance, indicating that species richness further increased with habitat diversity, and most obviously towards warm districts. After removing the effects of area, habitat diversity and climatic district, the model still explained 9.4% of the variance, and showed that species richness (i) significantly decreased with increasing mean altitude and annual precipitation, and with decreasing January temperature in the region of the mountain flora, and (ii) increased with altitudinal range in regions of temperate and thermophilous flora. Main conclusions We described, in quantitative terms, the effects of the main factors that might be considered to be determining plant species richness in temperate nature reserves, and evaluated their relative importance. The direct habitat effect on species richness was roughly equal to the direct area effect, but the total direct and indirect effects of area slightly exceeded that of habitat. It was shown that the overall effect of composite variables such as altitude or climatic district can be separated into particular climatic variables, which influence the richness of flora in a context-specific manner. The statistical explanation of richness variation at the level of families yielded similar results to that for species, indicating that the system of nature conservation provides similar degrees of protection at different taxonomic levels.
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  • 文章类型: Journal Article
    Adult neurogenesis occurs in many species, from fish to mammals, with an apparent reduction in the number of both neurogenic zones and new neurons inserted into established circuits with increasing brain complexity. Although the absolute number of new neurons is high in some species, the ratio of these cells to those already existing in the circuit is low. Continuous replacement/addition plays a role in spatial navigation (migration) and other cognitive processes in birds and rodents, but none of the literature relates adult neurogenesis to spatial navigation and memory in primates and humans. Some models developed by computational neuroscience attribute a high weight to hippocampal adult neurogenesis in learning and memory processes, with greater relevance to pattern separation. In contrast to theories involving neurogenesis in cognitive processes, absence/rarity of neurogenesis in the hippocampus of primates and adult humans was recently suggested and is under intense debate. Although the learning process is supported by plasticity, the retention of memories requires a certain degree of consolidated circuitry structures, otherwise the consolidation process would be hampered. Here, we compare and discuss hippocampal adult neurogenesis in different species and the inherent paradoxical aspects.
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