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Updated: May 31, 2026

Microbiota Analysis Using Two-step PCR and Next-generation 16S rRNA Gene Sequencing
Published on: October 15, 2019
Moving from a taxonomic to a functional perspective in global microbiome analysis requires optimizing multiplexing
Kinga Zielińska1, Kateryna Pantiukh2, Elin Org2
1Małopolska Centre of Biotechnology, Jagiellonian University, Kraków, Poland.
Maximizing unique sequences in whole metagenomic sequencing is crucial for accurate functional microbiome profiling, especially for detecting antimicrobial resistance. Reducing sample multiplexing and increasing sequencing depth are key to overcoming library complexity challenges.
Area of Science:
- Microbiome Research
- Metagenomics
- Genomic Sequencing
Background:
- Next-generation sequencing transformed microbiome studies, but functional profiling remains challenging.
- Marker gene sequencing offers ecological insights but lacks resolution for actionable data.
- Whole metagenomic sequencing is vital for understanding functional potential, including antimicrobial resistance and metabolic pathways.
Purpose of the Study:
- To highlight the technical challenges in transitioning from taxonomic to functional microbiome profiling.
- To identify library complexity and excessive multiplexing as critical bottlenecks in whole metagenomic sequencing.
- To propose solutions for improving the accuracy and resolution of functional microbiome analysis.
Main Methods:
- Comparative analysis of marker gene sequencing versus whole metagenomic sequencing.
- Evaluation of the impact of multiplexing ratios on library complexity and gene detection.
- Assessment of sequencing depth and read length on functional profile accuracy.
Main Results:
- Functional microbiome profiles are more sensitive to library complexity issues than taxonomic profiles.
- High multiplexing ratios lead to increased duplication rates and stochastic gene dropout, particularly for low-abundance genes.
- Inadequate unique molecular coverage significantly compromises the reliability of functional gene detection.
Conclusions:
- Prioritizing total sequencing depth and reducing multiplexing are essential for robust functional microbiome profiling.
- Adopting long-read or hybrid sequencing technologies is necessary for achieving strain-level resolution and genomic context.
- Optimizing sequencing strategies is a prerequisite for advancing global microbiome synthesis and translational applications.
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