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Guided Protocol for Fecal Microbial Characterization by 16S rRNA-Amplicon Sequencing
Published on: March 19, 2018
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AmpliconDuo: A Split-Sample Filtering Protocol for High-Throughput Amplicon Sequencing of Microbial Communities.
Anja Lange1, Steffen Jost2, Dominik Heider1
1Research Group Bioinformatics, Faculty of Biology, University of Duisburg-Essen, Essen, Germany.
Plos One
|November 3, 2015
Summary
High throughput sequencing (HTSeq) quality control can be improved with the AmpliconDuo filter. This method enhances genetic resolution and provides a more reliable census of microbial communities, especially rare species.
Area of Science:
- Microbial ecology
- Molecular biology
- Bioinformatics
Background:
- High throughput sequencing (HTSeq) of small ribosomal subunit amplicons offers comprehensive microbial community characterization.
- Existing quality control methods often limit genetic resolution by removing rare sequences or clustering them.
- PCR and sequencing errors introduce noise, complicating accurate microbial community analysis.
Purpose of the Study:
- To propose a simple experimental protocol to enhance the genetic resolution of HTSeq data.
- To effectively remove low-abundance sequences likely resulting from experimental errors.
- To improve the reliability of microbial community census, particularly for rare species.
Main Methods:
- Splitting samples into two halves for independent PCR and sequencing runs.
- Analyzing discordance between the two experimental branches to identify problematic samples.
- Implementing the 'AmpliconDuo filter' to discard sequences not present in both branches.
Main Results:
- The AmpliconDuo filter effectively removes sequences with characteristics of PCR and sequencing errors.
- It retains low-abundance sequences found in both branches, improving the rare biosphere census.
- The filter increases biological resolution by enhancing apparent similarity between similar communities without distorting overall composition.
Conclusions:
- The AmpliconDuo filter is a simple yet effective method for improving the quality and resolution of microbial community data from HTSeq.
- This approach provides a more accurate representation of microbial communities, including rare taxa.
- The filter's impact can be quantitatively explained by a mathematical model.

