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Challenges with using primer IDs to improve accuracy of next generation sequencing
Johanna Brodin1, Charlotte Hedskog1, Alexander Heddini1
1Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden.
Plos One
|March 6, 2015
Summary
Primer ID methodology shows promise for accurate deep sequencing by tagging cDNA molecules. However, challenges remain in resampling frequency and removing PCR-introduced errors for reliable consensus sequences.
Area of Science:
- Molecular Biology
- Virology
- Genomics
Background:
- Next-generation sequencing (NGS) technologies, including ultra-deep pyrosequencing (UDPS), enable detailed analysis of complex biological populations like RNA viruses.
- Sequencing and sample preparation introduce errors, limiting the accuracy of UDPS for investigating viral populations.
Purpose of the Study:
- To evaluate the efficacy of the Primer ID methodology in mitigating errors during UDPS of RNA viruses.
- To assess the impact of Primer ID tagging on the accuracy and reliability of consensus sequence generation.
Main Methods:
- The Primer ID methodology was applied to 257,846 UDPS reads from an HIV-1 plasmid clone and patient plasma samples.
- Each cDNA molecule was tagged with an 11-nucleotide random Primer ID before PCR and sequencing.
- Consensus sequences were generated from reads sharing identical Primer IDs (minimum of three occurrences).
Main Results:
- The number of consensus sequences obtained was low, even with a high number of input molecules, due to skewed resampling frequencies.
- PCR errors within Primer IDs led to an overestimation of the number of unique templates sequenced.
- Some consensus sequences contained errors attributed to UDPS error hotspots and PCR errors in Primer IDs.
Conclusions:
- The Primer ID methodology has the potential to enhance the accuracy of deep sequencing for complex viral populations.
- Further optimization is needed to achieve more even resampling frequencies and to effectively identify and eliminate artefactual consensus sequences caused by PCR errors in Primer IDs.
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