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Metagenomic Analysis of Silage
Published on: January 13, 2017
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Synthetic microbe communities provide internal reference standards for metagenome sequencing and analysis
Simon A Hardwick1,2, Wendy Y Chen1,2, Ted Wong1
1Garvan Institute of Medical Research, Sydney, 2010, NSW, Australia.
Nature Communications
|August 8, 2018
Summary
We developed sequencing spike-ins (sequins) to address challenges in metagenomic analysis. These artificial DNA standards enable accurate quantification and normalization of microbial community data, improving sequencing results.
Area of Science:
- Microbiology
- Genomics
- Bioinformatics
Background:
- Metagenomic analysis faces challenges due to microbial community complexity and technical biases in sequencing.
- Accurate quantification and normalization are crucial for reliable interpretation of metagenomic data.
Purpose of the Study:
- To develop and validate internal DNA standards, termed "sequins" (sequencing spike-ins), for improved metagenomic analysis.
- To provide a standardized tool for quantitative normalization and benchmarking of metagenomic methods.
Main Methods:
- Development of a synthetic community of artificial microbial genomes (sequins).
- Addition of sequins to environmental DNA samples before library preparation and sequencing.
- Validation using mock microbial communities and analysis of real metagenome samples.
- Demonstration of sequins for fold change measurement and method optimization.
Main Results:
- Sequins enable accurate measurement of fold change differences in microbial community size and structure.
- Quantitative normalization between samples is effectively performed using sequins.
- Sequins facilitate benchmarking and optimization of sequencing technologies, including nanopore long-read sequencing.
Conclusions:
- Sequins serve as valuable reference standards for enhancing the accuracy and reliability of metagenomic studies.
- The developed sequins, protocols, and software toolkit support broader adoption in the field.
- This approach addresses key limitations in current metagenomic analysis pipelines.
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