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Updated: Jun 8, 2026

Microbiota Analysis Using Two-step PCR and Next-generation 16S rRNA Gene Sequencing
Published on: October 15, 2019
Comparison of two next-generation sequencing technologies for resolving highly complex microbiota composition using
Marcus J Claesson1, Qiong Wang, Orla O'Sullivan
1Department of Microbiology, University College Cork, Cork, Ireland. mclaesson@bioinfo.ucc.ie
Comparing high-throughput sequencing technologies for microbial community analysis revealed that while Illumina offers greater coverage for complex environments like the gut, experimental validation is crucial due to amplification bias in specific gene regions.
Area of Science:
- Microbial ecology
- Molecular biology
- Bioinformatics
Background:
- High-throughput molecular technologies enable high-resolution profiling of microbial communities, particularly in complex environments such as the human intestinal microbiota.
- Next-generation sequencing (NGS) advancements offer increasingly finer resolution for microbial community analysis.
Purpose of the Study:
- To compare the performance of longer (454 Titanium) and shorter, paired-end (Illumina) sequence reads for phylogenetic profiling of microbial communities.
- To investigate the limitations and potentials of different 16S rRNA gene variable regions when analyzed with these sequencing technologies.
- To assess the impact of sequencing technology and variable region choice on microbial community classification accuracy.
Main Methods:
- Microbial DNA was extracted from a human fecal sample.
- Phylogenetic profiling was performed using both 454 Titanium (longer reads) and Illumina (paired-end, shorter reads) sequencing technologies.
- Six tandem combinations of 16S rRNA gene variable regions were targeted for sequencing.
- In silico evaluations and experimental sequencing were conducted to assess classification accuracy and identify biases.
Main Results:
- In silico analysis predicted high classification accuracy for V3/V4 and V4/V5 regions with both technologies.
- Experimental sequencing identified significant amplification bias in the V3/V4 region, highlighting the need for primer validation.
- While both 454 Titanium and Illumina showed improvements and relative consistency, Illumina's shorter reads and higher error rates limited genus-level classification.
- Despite limitations, Illumina's greater coverage capacity holds promise for analyzing highly diverse microbial communities.
Conclusions:
- Experimental validation of primer pairs is essential to mitigate amplification bias in microbial community profiling.
- Current Illumina technology, despite shorter reads, offers high coverage beneficial for complex environments, but read length and error rates impact classification depth.
- Advancements in sequencing technologies provide enhanced resolution for studying microbial ecosystems, with careful consideration of variable regions and potential biases necessary.
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