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Kevin Lahmers, Michelle Todd, James Stanton, Tanya LeRoith
MinION Next-Generation Sequencing-
based Routine Identification and
Strain Typing of Porcine Reproductive
and Respiratory Syndrome Virus
“Next Generation Sequencing”
• Parallel sequencing of multiple
fragments
• Short reads
• Long reads- single molecule reads
Applications of parallel seq
• Whole genome/exome sequencing
• RNAseq
• Targeted sequencing
 PCR
 Enrichment
• Metagenomics
 16S
 Shotgun
Short read technology comparisons
Technology Illumina 454 IonTorrent SOLiD
Detection Sequence
termination
Light
(pyrophosphate
release)
pH change Fluorescence
Advantages High accuracy
Low sequencing
cost
Fast run time Short run
time
Low cost
Highest
accuracy
Disadvantages Long read time
Short reads
Expensive
Low throughput
High error
rate
Expensive
Longer run
times
Long read technology comparisons
Technology Pacific Biosciences Oxford Nanopore
Detection Optical/fluorescence Electrical current
Advantages High accuracy
Kinetic analysis
Fast run time
Long reads
Inexpensive
Selective sequencing
Disadvantages Long read time
Equipment cost
Accuracy
Changing technology
Oxford Nanopore Technologies- MinION
Cost
• ‘Free’ sequencer
• ~$100 for library prep
• $500 per flow cell
 Reusable flow cell
 Barcoding for multiplexing
 Sequential sequencing
Minion Characteristics
• Long reads
 Average 8KBase
 Long 1 MBase
• 450 bps
• Up to 30 GBases per flowcell
• As little as 10 minutes for library prep
• Sequence data available immediately
Minion Characteristics
• Direct RNA sequencing
• Read until- Negative and positive selection of
sequence while reading
• Cas9
Hypothesis
• Direct shotgun metagenomic sequencing will
identify and genotype Porcine Reproductive
and Respiratory Syndrome Virus
 Genotyping as part of the process
 Identification of other pathogens concurrently
Read length
Read length
Read identity
Assembly identity
Workflow
RNA
isolation
cDNA
preparation
Adapter
ligation
Sequencing
Analysis
1 hour 2 hours 2 hours
Runs up to 48 hours
Sequence produced immediately
10 minutes
10 days
Or a lifetime
Bioinformatic approach
• MinKNOW software for sequencing
• Albacore 2.1.3 for basecalling
• Centrifuge- for shotgun metagenomic
analysis
 Custom databases- eg 781 PRRS complete
genomes
• Pavian for visualization of metagenome
• Blast sequences for confirmation
Initial testing
• Porcine Circovirus
 PCV 1/2a virus stock
• PRRSV
 VR2385 stock
 MN184B stock
Serum- 5 days post infection
• Experiment 1
 Roughly 400,000 reads per sample
 First PRRS positive with in 5 minutes
 32 reads to PRRS
 24 unique reads to VR2385
• Experiment 2
 19 reads to PRRS
 5 unique reads to MN184B
Serum
• Experiment 3
 178 reads to PRRS
 67 unique reads
• SD98-163_P83 18
• 1692-98 8
• P129 7
• SDU73 4
Sequence identity with NADC20
orf5• P129 97.7%
• SD98-163_P83 96.4%
• SDU73 96.2%
• 1692-98 95.0%
• VR2385 93.4%
• MN184B 89.7%
Three strains combined for
metagenomic analysis
• Combined read data from three separate runs
 233 hits
 Unique hits to:
• VR2385 - 24
• MN184B - 7
• SD98-163_P83 - 18
Conclusions
• Identification and genotyping is possible
• Have started barcoding samples to run multiple samples in
the same library
 Throughput
 Cost effective
• Analysis pipeline
 Must basecall separately because of amount of sequence
 ‘Centrifuge’ database created with over 700 full PRRS genomes
on NCBI
• Have identified other organisms concurrently
Other current applications at ViTALS
• Bacterial genome closure- WGS
• Amplicon sequencing for longer reads
• Vector sequencing
• Methylation analysis
• Direct RNA sequencing
Acknowledgements
• Virginia Tech
 Michelle Todd
 Dr. XJ Meng
 Dr. Tanya LeRoith
 Robert Settlage
• University of Georgia
 Dr. James Stanton
• University of Nottingham
 Dr. Matthew Loose
• Smithfield Farms
 Dr. Joe Fent
 Dr. Jeremy Pittman
• National Pork Board

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Dr. Kevin Lahmares - MinION Next-Generation Sequencing-based Routine Identification and Strain Typing of Porcine Reproductive and Respiratory Syndrome Virus

  • 1. Kevin Lahmers, Michelle Todd, James Stanton, Tanya LeRoith MinION Next-Generation Sequencing- based Routine Identification and Strain Typing of Porcine Reproductive and Respiratory Syndrome Virus
  • 2. “Next Generation Sequencing” • Parallel sequencing of multiple fragments • Short reads • Long reads- single molecule reads
  • 3. Applications of parallel seq • Whole genome/exome sequencing • RNAseq • Targeted sequencing  PCR  Enrichment • Metagenomics  16S  Shotgun
  • 4. Short read technology comparisons Technology Illumina 454 IonTorrent SOLiD Detection Sequence termination Light (pyrophosphate release) pH change Fluorescence Advantages High accuracy Low sequencing cost Fast run time Short run time Low cost Highest accuracy Disadvantages Long read time Short reads Expensive Low throughput High error rate Expensive Longer run times
  • 5. Long read technology comparisons Technology Pacific Biosciences Oxford Nanopore Detection Optical/fluorescence Electrical current Advantages High accuracy Kinetic analysis Fast run time Long reads Inexpensive Selective sequencing Disadvantages Long read time Equipment cost Accuracy Changing technology
  • 7.
  • 8.
  • 9.
  • 10. Cost • ‘Free’ sequencer • ~$100 for library prep • $500 per flow cell  Reusable flow cell  Barcoding for multiplexing  Sequential sequencing
  • 11. Minion Characteristics • Long reads  Average 8KBase  Long 1 MBase • 450 bps • Up to 30 GBases per flowcell • As little as 10 minutes for library prep • Sequence data available immediately
  • 12. Minion Characteristics • Direct RNA sequencing • Read until- Negative and positive selection of sequence while reading • Cas9
  • 13. Hypothesis • Direct shotgun metagenomic sequencing will identify and genotype Porcine Reproductive and Respiratory Syndrome Virus  Genotyping as part of the process  Identification of other pathogens concurrently
  • 18. Workflow RNA isolation cDNA preparation Adapter ligation Sequencing Analysis 1 hour 2 hours 2 hours Runs up to 48 hours Sequence produced immediately 10 minutes 10 days Or a lifetime
  • 19. Bioinformatic approach • MinKNOW software for sequencing • Albacore 2.1.3 for basecalling • Centrifuge- for shotgun metagenomic analysis  Custom databases- eg 781 PRRS complete genomes • Pavian for visualization of metagenome • Blast sequences for confirmation
  • 20.
  • 21.
  • 22.
  • 23. Initial testing • Porcine Circovirus  PCV 1/2a virus stock • PRRSV  VR2385 stock  MN184B stock
  • 24. Serum- 5 days post infection • Experiment 1  Roughly 400,000 reads per sample  First PRRS positive with in 5 minutes  32 reads to PRRS  24 unique reads to VR2385 • Experiment 2  19 reads to PRRS  5 unique reads to MN184B
  • 25. Serum • Experiment 3  178 reads to PRRS  67 unique reads • SD98-163_P83 18 • 1692-98 8 • P129 7 • SDU73 4
  • 26.
  • 27. Sequence identity with NADC20 orf5• P129 97.7% • SD98-163_P83 96.4% • SDU73 96.2% • 1692-98 95.0% • VR2385 93.4% • MN184B 89.7%
  • 28. Three strains combined for metagenomic analysis • Combined read data from three separate runs  233 hits  Unique hits to: • VR2385 - 24 • MN184B - 7 • SD98-163_P83 - 18
  • 29.
  • 30. Conclusions • Identification and genotyping is possible • Have started barcoding samples to run multiple samples in the same library  Throughput  Cost effective • Analysis pipeline  Must basecall separately because of amount of sequence  ‘Centrifuge’ database created with over 700 full PRRS genomes on NCBI • Have identified other organisms concurrently
  • 31. Other current applications at ViTALS • Bacterial genome closure- WGS • Amplicon sequencing for longer reads • Vector sequencing • Methylation analysis • Direct RNA sequencing
  • 32.
  • 33. Acknowledgements • Virginia Tech  Michelle Todd  Dr. XJ Meng  Dr. Tanya LeRoith  Robert Settlage • University of Georgia  Dr. James Stanton • University of Nottingham  Dr. Matthew Loose • Smithfield Farms  Dr. Joe Fent  Dr. Jeremy Pittman • National Pork Board

Editor's Notes

  1. $200 per shotgun metagenome; $50 per bacterial genome; <$5 per amplicon