ArticleFrontiers in microbiology2013
Coupled high-throughput functional screening and next generation sequencing for identification of plant polymer decomposing enzymes in metagenomic libraries.
Article in Frontiers in microbiology, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
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Who cites it
24 citing papers in PubMed.
- Unearthing the genetic resources of Arabian sea seamount and metagenomic insights into phosphate cycling genes for next generation plant biostimulants.Scientific reports · 2025Article
- Exploring protein natural diversity in environmental microbiomes with DeepMetagenome.Cell reports methods · 2024Article
- Screening hydrogels for antifibrotic properties by implanting cellularly barcoded alginates in mice and a non-human primate.Nature biomedical engineering · 2023Article
- Bioprospecting for Thermozymes and Characterization of a Novel Lipolytic Thermozyme Belonging to the SGNH/GDSL Family of Hydrolases.International journal of molecular sciences · 2022Article
- Genotype to ecotype in niche environments: adaptation of Arthrobacter to carbon availability and environmental conditions.ISME communications · 2022Article
- Plant Growth Promotion Diversity in Switchgrass-Colonizing, Diazotrophic Endophytes.Frontiers in microbiology · 2021Article
- Bacterial Diversity and CAZyme Potential Revealed in Pandanus Rich Thermal Spring Cluster of India: A Non-cultivable 16S rRNA Sequencing Approach.Frontiers in microbiology · 2021Article
- Toxicomicrobiomics: The Human Microbiome vs. Pharmaceutical, Dietary, and Environmental Xenobiotics.Frontiers in pharmacology · 2020Review
- A processive endoglucanase with multi-substrate specificity is characterized from porcine gut microbiota.Scientific reports · 2019Article
- Diversity of tryptophan halogenases in sponges of the genus Aplysina.FEMS microbiology ecology · 2019Article
- GeneHunt for rapid domain-specific annotation of glycoside hydrolases.Scientific reports · 2019Article
- Recovery and functional validation of hidden soil enzymes in metagenomic libraries.MicrobiologyOpen · 2019Article
- Recent Advances in Function-based Metagenomic Screening.Genomics, proteomics & bioinformatics · 2018Review
- Structural and mechanistic analysis of a β-glycoside phosphorylase identified by screening a metagenomic library.The Journal of biological chemistry · 2018Article
- Printed droplet microfluidics for on demand dispensing of picoliter droplets and cells.Proceedings of the National Academy of Sciences of the United States of America · 2017Article
- High-throughput Screening of Carbohydrate-degrading Enzymes Using Novel Insoluble Chromogenic Substrate Assay Kits.Journal of visualized experiments : JoVE · 2016Article
- Estimating the success of enzyme bioprospecting through metagenomics: current status and future trends.Microbial biotechnology · 2016Review
- Computational Studies of the Intestinal Host-Microbiota Interactome.Computation (Basel, Switzerland) · 2015Article
- Genomic potential for polysaccharide deconstruction in bacteria.Applied and environmental microbiology · 2015Article
- Current and future resources for functional metagenomics.Frontiers in microbiology · 2015Article
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Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Recent advances in sequencing technologies generate new predictions and hypotheses about the functional roles of environmental microorganisms. Yet, until we can test these predictions at a scale that matches our ability to generate them, most of them will remain as hypotheses. Function-based mining of metagenomic libraries can provide direct linkages between genes, metabolic traits and microbial taxa and thus bridge this gap between sequence data generation and functional predictions. Here we developed high-throughput screening assays for function-based characterization of activities involved in plant polymer decomposition from environmental metagenomic libraries. The multiplexed assays use fluorogenic and chromogenic substrates, combine automated liquid handling and use a genetically modified expression host to enable simultaneous screening of 12,160 clones for 14 activities in a total of 170,240 reactions. Using this platform we identified 374 (0.26%) cellulose, hemicellulose, chitin, starch, phosphate and protein hydrolyzing clones from fosmid libraries prepared from decomposing leaf litter. Sequencing on the Illumina MiSeq platform, followed by assembly and gene prediction of a subset of 95 fosmid clones, identified a broad range of bacterial phyla, including Actinobacteria, Bacteroidetes, multiple Proteobacteria sub-phyla in addition to some Fungi. Carbohydrate-active enzyme genes from 20 different glycoside hydrolase (GH) families were detected. Using tetranucleotide frequency (TNF) binning of fosmid sequences, multiple enzyme activities from distinct fosmids were linked, demonstrating how biochemically-confirmed functional traits in environmental metagenomes may be attributed to groups of specific organisms. Overall, our results demonstrate how functional screening of metagenomic libraries can be used to connect microbial functionality to community composition and, as a result, complement large-scale metagenomic sequencing efforts.
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