ArticleMicrobiome2017
A novel ultra high-throughput 16S rRNA gene amplicon sequencing library preparation method for the Illumina HiSeq platform.
Article in Microbiome, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 66 papers.
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Who cites it
66 citing papers in PubMed.
- Functional capacities drive recruitment of bacteria into plant root microbiota.Nature microbiology · 2026Article
- Characterization of the Oral Microbiome and Anticipated Functional Profiles of Companion Animals in Private and Cohabiting Environments: A Pilot Study.Animals : an open access journal from MDPI · 2026Article
- Chromosome-level genome assembly of Trichiurus japonicus resolves species boundaries and evolutionary history of cutlassfishes in Northwest Pacific.BMC genomics · 2026Article
- Cecal microbiota and Clostridium perfringens in broilers fed barley-based diets: Effects of enzyme supplementation and degree of grinding.Poultry science · 2026Article
- Endophyte diversity and its correlation with naphthoquinone metabolites in cultivated Arnebia euchroma across different growth years.PloS one · 2026Article
- Navigating Methodological Trade-Offs in eDNA Metabarcoding Biodiversity Monitoring: Insights From a Mediterranean Watershed.Molecular ecology resources · 2025Article
- Arctic Greening Drives Changes in the Diet and Gut Microbiome of a Large Herbivore With Consequences for Body Mass.Ecology and evolution · 2025Article
- Impact of DNA Extraction and 16S rRNA Gene Amplification Strategy on Microbiota Profiling of Faecal Samples.International journal of molecular sciences · 2025Article
- Application of a Synthetic Microbial Community to Enhance Pepper Resistance AgainstPlants (Basel, Switzerland) · 2025Article
- Exploring the relationship between serum 25-hydroxyvitamin D levels and intestinal fungal communities and their metabolites in postmenopausal Chinese women.Metabolomics : Official journal of the Metabolomic Society · 2025Article
- Decoding the Tumor-Associated Microbiota: From Origins to Nanomedicine Applications in Cancer Therapy.Biology · 2025Review
- Study of the Correlation Between Endophyte Abundances and Metabolite Levels in Different Parts of the Tissue of Cultivated and WildMolecules (Basel, Switzerland) · 2025Article
- The mycobiome in human cancer: analytical challenges, molecular mechanisms, and therapeutic implications.Molecular cancer · 2025Review
- The Dynamic Changes ofPlants (Basel, Switzerland) · 2024Article
- Development and application of a whole genome amplicon sequencing method for infectious salmon anemia virus (ISAV).Frontiers in microbiology · 2024Article
- Community-scale models of microbiomes: Articulating metabolic modelling and metagenome sequencing.Microbial biotechnology · 2024Review
- Obligate biotroph downy mildew consistently induces near-identical protective microbiomes in Arabidopsis thaliana.Nature microbiology · 2023Article
- Gut microbiome biogeography in reindeer supersedes millennia of ecological and evolutionary separation.FEMS microbiology ecology · 2023Article
- Guidelines for Performing CRISPR/Cas9 Genome Editing for Gene Validation and Trait Improvement in Crops.Plants (Basel, Switzerland) · 2023Review
- High-quality single amplicon sequencing method for illumina MiSeq platform using pool of 'N' (0-10) spacer-linked target specific primers without PhiX spike-in.BMC genomics · 2023Article
6 more citing papers are in PubMed but not listed here.
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Authors and funding
5 authors.
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Abstract
backgroundAdvances in sequencing technologies and bioinformatics have made the analysis of microbial communities almost routine. Nonetheless, the need remains to improve on the techniques used for gathering such data, including increasing throughput while lowering cost and benchmarking the techniques so that potential sources of bias can be better characterized.
methodsWe present a triple-index amplicon sequencing strategy to sequence large numbers of samples at significantly lower c ost and in a shorter timeframe compared to existing methods. The design employs a two-stage PCR protocol, incorpo rating three barcodes to each sample, with the possibility to add a fourth-index. It also includes heterogeneity spacers to overcome low complexity issues faced when sequencing amplicons on Illumina platforms.
resultsThe library preparation method was extensively benchmarked through analysis of a mock community in order to assess biases introduced by sample indexing, number of PCR cycles, and template concentration. We further evaluated the method through re-sequencing of a standardized environmental sample. Finally, we evaluated our protocol on a set of fecal samples from a small cohort of healthy adults, demonstrating good performance in a realistic experimental setting. Between-sample variation was mainly related to batch effects, such as DNA extraction, while sample indexing was also a significant source of bias. PCR cycle number strongly influenced chimera formation and affected relative abundance estimates of species with high GC content. Libraries were sequenced using the Illumina HiSeq and MiSeq platforms to demonstrate that this protocol is highly scalable to sequence thousands of samples at a very low cost.
conclusionsHere, we provide the most comprehensive study of performance and bias inherent to a 16S rRNA gene amplicon sequencing method to date. Triple-indexing greatly reduces the number of long custom DNA oligos required for library preparation, while the inclusion of variable length heterogeneity spacers minimizes the need for PhiX spike-in. This design results in a significant cost reduction of highly multiplexed amplicon sequencing. The biases we characterize highlight the need for highly standardized protocols. Reassuringly, we find that the biological signal is a far stronger structuring factor than the various sources of bias.
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