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Nested PCR Biases in Interpreting Microbial Community Structure in 16S rRNA Gene Sequence Datasets
Guoqin Yu1, Doug Fadrosh2, James J Goedert1
1Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, United States of America.
Plos One
|July 22, 2015
Summary
Nested PCR can amplify low DNA concentrations but introduces bias in microbial community structure, especially in diverse samples. Use with caution and validate rare taxa findings.
Area of Science:
- Microbiology
- Genomics
- Bioinformatics
Background:
- 16S rRNA gene sequencing is crucial for microbial community analysis in human health and environmental studies.
- Standard PCR amplification fails with low DNA concentrations, necessitating alternative methods like nested PCR.
- Potential biases of nested PCR on microbial community structure remain under-investigated.
Purpose of the Study:
- To evaluate the impact of nested PCR on microbial community structure estimation using 16S rRNA gene sequencing.
- To compare nested PCR with standard PCR in vaginal and stool samples with varying microbial diversity.
- To assess the influence of nested PCR cycle numbers on diversity and abundance metrics.
Main Methods:
- Comparison of nested PCR and standard PCR amplification of the 16S rRNA gene from vaginal and stool DNA.
- Analysis of alpha- and beta-diversity metrics and bacterial genus relative abundances.
- Investigation of nested PCR bias using different cycle numbers (10 vs. 20) in the first round.
Main Results:
- Vaginal samples (low diversity) showed no significant difference between nested and standard PCR.
- Stool samples (high diversity) exhibited significant differences in alpha diversity and 13 genera abundances with 20 nested PCR cycles.
- Low-abundance operational taxonomic units (OTUs) contributed significantly to the observed distortions in stool samples.
Conclusions:
- Nested PCR can introduce bias in microbial diversity and community structure estimations, particularly in diverse communities and with increased initial cycles.
- Nested PCR is a viable option when standard PCR is not feasible due to low DNA input.
- Findings from nested PCR, especially concerning rare taxa, require validation using alternative molecular techniques.
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