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Metagenomic biomarker discovery and explanation

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TLDR
A new method for metagenomic biomarker discovery is described and validates by way of class comparison, tests of biological consistency and effect size estimation to address the challenge of finding organisms, genes, or pathways that consistently explain the differences between two or more microbial communities.
Abstract
This study describes and validates a new method for metagenomic biomarker discovery by way of class comparison, tests of biological consistency and effect size estimation. This addresses the challenge of finding organisms, genes, or pathways that consistently explain the differences between two or more microbial communities, which is a central problem to the study of metagenomics. We extensively validate our method on several microbiomes and a convenient online interface for the method is provided at http://huttenhower.sph.harvard.edu/lefse/.

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The combination of biochar and plant roots improves soil bacterial adaptation to PAH stress: Insights from soil enzymes, microbiome, and metabolome

TL;DR: It is suggested that biochar application can efficiently improve bacterial functions in rhizosphere soil, and the results facilitate the development of in situ remediation programs in soil contaminated with PAHs.
Journal ArticleDOI

Increases in bacterial community network complexity induced by biochar-based fertilizer amendments to karst calcareous soil

TL;DR: Wang et al. as mentioned in this paper explored the amendment of karst soils with biochar in combination with swine manure compost and chemical fertilizer with the aim of improving the microbial community structure and soil nutrient status of these soils.
Journal ArticleDOI

Characterization of intestinal microbiota in alcoholic patients with and without alcoholic hepatitis or chronic alcoholic pancreatitis.

TL;DR: Bacterial diversity was lower in patients with CAP, who had a global intestinal microbiota composition different from that of AC, and sAH patients were found to have higher levels of Haemophilus.
Journal ArticleDOI

Interactions of plant growth-promoting rhizobacteria and soil factors in two leguminous plants.

TL;DR: Soil pH, P and K significantly affected the composition of the soybean rhizomicrobiome, whereas soil pH and N had a significant effect on the alfalfa rhizome, and the rhizomes assemblage and plant growth-associated microbes are differentially structured by soil properties and leguminous plant species.
Journal ArticleDOI

Multidomain analyses of a longitudinal human microbiome intestinal cleanout perturbation experiment.

TL;DR: Through a holistic approach that integrates phylogenetic, metagenomic and abundance information, this work elucidate patterns of taxonomic and functional change that characterize the community recovery process across individuals and provides greater interpretability than existing methods.
References
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Journal ArticleDOI

Matplotlib: A 2D Graphics Environment

TL;DR: Matplotlib is a 2D graphics package used for Python for application development, interactive scripting, and publication-quality image generation across user interfaces and operating systems.
BookDOI

Modern Applied Statistics with S

TL;DR: A guide to using S environments to perform statistical analyses providing both an introduction to the use of S and a course in modern statistical methods.
Book

Principal Component Analysis

TL;DR: In this article, the authors present a graphical representation of data using Principal Component Analysis (PCA) for time series and other non-independent data, as well as a generalization and adaptation of principal component analysis.
Journal ArticleDOI

Naïve Bayesian Classifier for Rapid Assignment of rRNA Sequences into the New Bacterial Taxonomy

TL;DR: The RDP Classifier can rapidly and accurately classify bacterial 16S rRNA sequences into the new higher-order taxonomy proposed in Bergey's Taxonomic Outline of the Prokaryotes, and the majority of the classification errors appear to be due to anomalies in the current taxonomies.
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