Novel Systems Biology Techniques
Methods and Protocols | Novel Systems Biology TechniquesSHI7 Is a Self-Learning Pipeline for Multipurpose Short-Read DNA Quality ControlQuality control of high-throughput DNA sequencing data is an important but sometimes laborious task requiring background knowledge of the sequencing protocol used (such as adaptor type, sequencing technology, insert size/stitchability, paired-endedness, etc.). Quality control protocols typically require applying this background knowledge to selecting and executing numerous quality control steps with the appropriate parameters, which is...
Research Article | Novel Systems Biology TechniquesNonpareil 3: Fast Estimation of Metagenomic Coverage and Sequence DiversityEstimation of the coverage provided by a metagenomic data set, i.e., what fraction of the microbial community was sampled by DNA sequencing, represents an essential first step of every culture-independent genomic study that aims to robustly assess the sequence diversity present in a sample. However, estimation of coverage remains elusive because of several technical limitations associated with high computational requirements and...
Research Article | Novel Systems Biology TechniquesDeveloping a Bacteroides System for Function-Based Screening of DNA from the Human Gut MicrobiomeHuman gut microbiome research has been supported by advances in DNA sequencing that make it possible to obtain gigabases of sequence data from metagenomes but is limited by a lack of knowledge of gene function that leads to incomplete annotation of these data sets. There is a need for the development of methods that can provide experimental data regarding microbial gene function. Functional metagenomics is one such method, but...
Minireview | Novel Systems Biology TechniquesFrom Network Analysis to Functional Metabolic Modeling of the Human Gut MicrobiotaAn important hallmark of the human gut microbiota is its species diversity and complexity. Various diseases have been associated with a decreased diversity leading to reduced metabolic functionalities.
Special Issue Perspective | Novel Systems Biology TechniquesToward Personalized Control of Human Gut Bacterial CommunitiesA key challenge in microbiology will be developing tools for manipulating human gut bacterial communities. Our ability to predict and control the dynamics of these communities is now in its infancy.
Editor's Pick Research Article | Novel Systems Biology TechniquesGenome-Scale, Constraint-Based Modeling of Nitrogen Oxide Fluxes during Coculture of Nitrosomonas europaea and Nitrobacter winogradskyiModern agriculture is sustained by application of inorganic nitrogen (N) fertilizer in the form of ammonium (NH4+). Up to 60% of NH4+-based fertilizer can be lost through leaching of nitrifier-derived nitrate (NO3−), and through the emission of N oxide gases (i.e., nitric oxide [NO], N dioxide [NO2], and nitrous oxide [N2O] gases), the latter being a...
Research Article | Novel Systems Biology TechniquesKatharoSeq Enables High-Throughput Microbiome Analysis from Low-Biomass SamplesVarious indoor, outdoor, and host-associated environments contain small quantities of microbial biomass and represent a niche that is often understudied because of technical constraints. Many studies that attempt to evaluate these low-biomass microbiome samples are riddled with erroneous results that are typically false positive signals obtained during the sampling process. We have investigated various low-biomass kits and methods to...
Special Issue Perspective | Novel Systems Biology TechniquesOn the Road to Strain-Resolved Comparative MetagenomicsMetagenomics has transformed microbiology, but its potential has not been fully expressed yet. From computational methods for digging deeper into metagenomes to study designs for addressing specific hypotheses, the Segata Lab is pursuing an integrative metagenomic approach to describe and model human-associated microbial communities as collections of strains.
Special Issue Perspective | Novel Systems Biology TechniquesComputational Genomics of Specialized Metabolism: from Natural Product Discovery to Microbiome EcologyMicrobial and plant specialized metabolites, also known as natural products, are key mediators of microbe-microbe and host-microbe interactions and constitute a rich resource for drug development. In the past decade, genome mining has emerged as a prominent strategy for natural product discovery.
Research Article | Novel Systems Biology TechniquesMagic Pools: Parallel Assessment of Transposon Delivery Vectors in BacteriaMolecular genetics is indispensable for interrogating the physiology of bacteria. However, the development of a functional genetic system for any given bacterium can be time-consuming. Here, we present a streamlined approach for identifying an effective transposon mutagenesis system for a new bacterium. Our strategy first involves the construction of hundreds of different transposon vector variants, which we term a “magic pool.” The...