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© 2014 Thermo Fisher Scientific Inc. All rights reserved. All trademarks are the property of Thermo Fisher Scientific and its subsidiaries unless otherwise specified.• 5791 Van Allen Way • Carlsbad, CA 92008 • lifetechnologies.com 
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Design and Evaluation of a 16S-based Integrated Solution to Study Bacterial Diversity using the Ion Torrent™ PGM™ platform 
E. V. Bolchakova, S. Martinez, N. Mulakken, O. Saebo, M. Short. Life Technologies, Pharma Analytics group, 180 Oyster Point Blvd, South San Francisco, CA, 94080 
Analysis of 16S sequences in microbial population gives a quick 
overview of the community diversity, and is usually performed by 
sequencing one or two hypervariable regions (V-regions), amplified as 
a single PCR fragment. We developed a novel approach that 
simultaneously surveys multiple V-regions in the 16S rRNA gene. 
In the first design of PCR primer pools, V-regions 2, 3, 4, 6-7, 8 and 9 
were amplified as individual ~200 bp fragments in one of two multiplex 
PCR reactions. The primer pools covered more than 80% of 
eubacterial sequences in the GreenGenes database with perfectly 
matched primer pairs for at least one V-region. In the second design 
the amplicons are longer, 300-400 bp products 
Our data analysis module classified individual reads by mapping them 
to the reference libraries. With the fragment sizes ranging between 
200-300 bp, we achieved genus and, in many cases species level 
taxonomic resolution, depending on which V-region was evaluated. 
In an initial evaluation we tested the complete solution (PCR 
chemistry, workflow and software) on two mock community DNA 
samples from BEI resources: HM-276D - even community, with equal 
number of rDNA copies for each of 20 bacteria and HM-783D– 
staggered community, with variable number of rDNA copies. Several 
V-regions were amplified by our primer sets for every organism in the 
mock community. The number of classified reads in each V-region for 
every bacteria depended on both primer complementarity and ease of 
sequencing of the particular PCR fragment. Our approach of 
interrogating multiple V-regions and sequencing both amplicon strands 
improved system robustness against both PCR and sequencing 
biases. 
The 314v2 chip achieved 1:100 sensitivity (detection of all organisms 
in the staggered mock community with 10^4-10^6 rDNA copies/PCR). 
Increased sequencing depth (316v2 and 318v2) increased sensitivity 
to 1:1000 (10^3-10^6 rDNA copies). 
With human samples, we observed no PCR cross-reactivity with 
human DNA and were able to identify and determine characteristic V-signatures 
of several important species. The signatures not only help 
to increase the confidence in the organism presence and ID, but may 
potentially enable strain differentiation. 
Survey of multiple V-regions is useful in monitoring changes in the 
microbial community composition 
Combination of multiple V-regions gives better differentiation in this case. If only 
V4 region was used for analysis, the ID for Sample 4 was S. intermedius, where 
the correct ID is S.anginosus. 
Materials and Methods 
All 20 bacteria in the community are detected by at least one primer set. 
Seventeen out of 20 organisms were identified to a species level by at least 
on V-region. 
Set up PCR with 2-4-8 and 3-6.7-9 primer sets. Recommended microbial DNA 
input is ~1-3 ng per 50 ul reaction for 18 cycles. Increase the number of cycles 
proportionally for lower DNA inputs. After PCR, combine equal volumes of 2-4-8 
and 3-6,7-9 reaction products for library preparation as outlined in the Ion Plus 
Fragment Kit manual. 
Fig 2. 16S Metagenomics primer sets simultaneously amplify 
several hypervariable regions of bacterial 16S rDNA gene 
Fig 1. Detection of 16S sequences in GreenGreens database by a 
V-region primer sets (number of perfect matches only) 
Table 1. Taxonomic resolution for the Mock Community B Even 
Sample with 16S Metagenomics kit and IR 16S Metagenomics 
software 
Fig 3. Monitoring growth-conditions-induced changes in water 
microbial community 
Culturable community (2 days of 
growth on R2A media on filter) 
Original community 
DNA , extracted directly from 1 ml of water sample or from the community cultured 
two days on R2A media on the 0.45 um PALL filter , was used as PCR template for 
analysis using 16S Metagenomics workflow. 
Changes in community are easily seen: the entire group of microbes, amplified by 
V6,7 primer set is missing in cultured sample. 
Table 2.a Example of data summary table for a sample containing 
human DNA 
Table 2.b Identification of Streptococcus in four samples 
16S Metagenomics PCR sets shows no cross-reactivity 
with human DNA 
All valid reads are mapped to microbial database 
16S Metagenomics solution on the Ion Torrent™ PGM™platform 
provides fast, easy to use, complete research workflow, which 
requires no expert knowledge in data analysis. Multi-V-region 
primer design help resolve samples to the species level ID, and 
quickly compares communities in multiple dimensions. 
For Research Use Only. Not for use in diagnostic procedures.

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Design and Evaluation of a 16S-based Integrated Solution to Study Bacterial Diversity using the Ion Torrent™ PGM™ platform

  • 1. Abstract Results Conclusion © 2014 Thermo Fisher Scientific Inc. All rights reserved. All trademarks are the property of Thermo Fisher Scientific and its subsidiaries unless otherwise specified.• 5791 Van Allen Way • Carlsbad, CA 92008 • lifetechnologies.com Printed by Design and Evaluation of a 16S-based Integrated Solution to Study Bacterial Diversity using the Ion Torrent™ PGM™ platform E. V. Bolchakova, S. Martinez, N. Mulakken, O. Saebo, M. Short. Life Technologies, Pharma Analytics group, 180 Oyster Point Blvd, South San Francisco, CA, 94080 Analysis of 16S sequences in microbial population gives a quick overview of the community diversity, and is usually performed by sequencing one or two hypervariable regions (V-regions), amplified as a single PCR fragment. We developed a novel approach that simultaneously surveys multiple V-regions in the 16S rRNA gene. In the first design of PCR primer pools, V-regions 2, 3, 4, 6-7, 8 and 9 were amplified as individual ~200 bp fragments in one of two multiplex PCR reactions. The primer pools covered more than 80% of eubacterial sequences in the GreenGenes database with perfectly matched primer pairs for at least one V-region. In the second design the amplicons are longer, 300-400 bp products Our data analysis module classified individual reads by mapping them to the reference libraries. With the fragment sizes ranging between 200-300 bp, we achieved genus and, in many cases species level taxonomic resolution, depending on which V-region was evaluated. In an initial evaluation we tested the complete solution (PCR chemistry, workflow and software) on two mock community DNA samples from BEI resources: HM-276D - even community, with equal number of rDNA copies for each of 20 bacteria and HM-783D– staggered community, with variable number of rDNA copies. Several V-regions were amplified by our primer sets for every organism in the mock community. The number of classified reads in each V-region for every bacteria depended on both primer complementarity and ease of sequencing of the particular PCR fragment. Our approach of interrogating multiple V-regions and sequencing both amplicon strands improved system robustness against both PCR and sequencing biases. The 314v2 chip achieved 1:100 sensitivity (detection of all organisms in the staggered mock community with 10^4-10^6 rDNA copies/PCR). Increased sequencing depth (316v2 and 318v2) increased sensitivity to 1:1000 (10^3-10^6 rDNA copies). With human samples, we observed no PCR cross-reactivity with human DNA and were able to identify and determine characteristic V-signatures of several important species. The signatures not only help to increase the confidence in the organism presence and ID, but may potentially enable strain differentiation. Survey of multiple V-regions is useful in monitoring changes in the microbial community composition Combination of multiple V-regions gives better differentiation in this case. If only V4 region was used for analysis, the ID for Sample 4 was S. intermedius, where the correct ID is S.anginosus. Materials and Methods All 20 bacteria in the community are detected by at least one primer set. Seventeen out of 20 organisms were identified to a species level by at least on V-region. Set up PCR with 2-4-8 and 3-6.7-9 primer sets. Recommended microbial DNA input is ~1-3 ng per 50 ul reaction for 18 cycles. Increase the number of cycles proportionally for lower DNA inputs. After PCR, combine equal volumes of 2-4-8 and 3-6,7-9 reaction products for library preparation as outlined in the Ion Plus Fragment Kit manual. Fig 2. 16S Metagenomics primer sets simultaneously amplify several hypervariable regions of bacterial 16S rDNA gene Fig 1. Detection of 16S sequences in GreenGreens database by a V-region primer sets (number of perfect matches only) Table 1. Taxonomic resolution for the Mock Community B Even Sample with 16S Metagenomics kit and IR 16S Metagenomics software Fig 3. Monitoring growth-conditions-induced changes in water microbial community Culturable community (2 days of growth on R2A media on filter) Original community DNA , extracted directly from 1 ml of water sample or from the community cultured two days on R2A media on the 0.45 um PALL filter , was used as PCR template for analysis using 16S Metagenomics workflow. Changes in community are easily seen: the entire group of microbes, amplified by V6,7 primer set is missing in cultured sample. Table 2.a Example of data summary table for a sample containing human DNA Table 2.b Identification of Streptococcus in four samples 16S Metagenomics PCR sets shows no cross-reactivity with human DNA All valid reads are mapped to microbial database 16S Metagenomics solution on the Ion Torrent™ PGM™platform provides fast, easy to use, complete research workflow, which requires no expert knowledge in data analysis. Multi-V-region primer design help resolve samples to the species level ID, and quickly compares communities in multiple dimensions. For Research Use Only. Not for use in diagnostic procedures.