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Anne Vaittinen
Advanced seminar
28.2.2014
 RNA sequencing
 Methods
 RNA library preparation
 Fast QC results
 RNAseq pipeline
 Bioinformatic results
 Conclusions
 Measure gene expression levels
 Characterize alternative splicing
 Identify single nucleotide polymorphism
 Nextera (control method)
Illumina
 TotalScript RNA-Seq Kit
Epicentre
 NEXTflex Directional RNA-Seq Kit (dUTP Based)
Bioo Scientific
 ScriptSeq v2 RNA-Seq
Epicentre
 NEBNext Ultra Directional RNA Library Prep Kit
New England Biolabs
Nextera
(control
method)
TotalScript NEXTflex
(dUTP Based)
ScriptSeq v2 NEBNext
Sample QC Sample QC Sample QC Sample QC Sample QC
ribodepletion ribodepletion ribodepletion ribodepletion
cDNA
synthesis
cDNA
synthesis
fragmentation fragmentation fragmentation
fragmentation fragmentation cDNA
synthesis
cDNA
synthesis
cDNA
synthesis
Adapter
ligation
Adapter
ligation
Adapter
ligation
Adapter
ligation
Adapter
ligation
amplification amplification amplification amplification amplification
Sample QC Sample QC Sample QC Sample QC Sample QC
ScriptSeq v2
TotalScript
http://www.illumina.com/
NEBNext Ultra Directional RNA
Library Prep Kit
NEXTflex Directional RNA-Seq Kit
(dUTP Based)
Totalscript RNA-Seq Kit
ScriptSeq v2 RNA-Seq
NEXTflex Directional RNA-Seq Kit
NEBNext Ultra Directional RNA Library Prep Kit
Totalscript RNA-Seq Kit
ScriptSeq v2 RNA-Seq
NEXTflex Directional RNA-Seq Kit
NEBNext Ultra Directional RNA Library Prep Kit
Totalscript RNA-Seq Kit
ScriptSeq v2 RNA-Seq
Method Total sequences
NEXTflex Directional RNA-Seq
Kit
22 200 045
Nextera (Control method) 29 356 608
Totalscript RNA-Seq Kit 47 179 171
ScriptSeq v2 RNA-Seq 75 172 491
NEBNext Ultra Directional RNA
Library Prep Kit
138 864 011
1. Prepare input files:
 Trimm fastq reads
 fastqc quality control
 Filter ribosomal RNA
2. Gene expression
Tophat2
( bowtie2 )
AlignmentFile.bam
Cufflinks
(assisted)
Cufflinks
(deNovo)
HTSEQ
Samtools
Variants.vcf
GeneExpression.bed
(raw)
GeneExpression.fpkm_tracking
IsoformExpression.fpkm_tracking
(normalized, FPKM)
Cuffcompare
NewIsoforms.txt
Ensembl
Ensembl
Ensembl
InputFile1.fastq
InputFile2.fastq
2. Gene expression
TopHat is a fast splice junction mapper for RNA-Seq reads. It
aligns RNA-Seq reads to mammalian-sized genomes using the
ultra high-throughput short read aligner Bowtie, and then
analyzes the mapping results to identify splice junctions
between exons
Tophat2
( bowtie2 )
AlignmentFile.bam
Sample Note End 1 Sense
End 1
Antisense
End 2 Sense
End 2
Antisense
% of reads
antisense
% of reads
on sense
FimmX NebNext 148 966 1 925 901 2 373 963 129 259 6 94
FimmX
Nextera
(control
method)
4 513 316 4 813 881 4 516 412 4 751 110 50 50
FimmX NextFlex 61 447 863 828 1 120 296 42 519 5 95
FimmX ScriptSeq_v2 11 491 218 577 776 614 082 10 766 027 5 95
FimmX Totalscript 259 488 7 912 948 3 359 435 117 09 2 98
 The most suitable method:
ScriptSeq v2 RNAseq kit
 Strandedness
 Read coverage
 High-throughput
Thank You for Your Time!

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Anne_Vaittinen_advanced_seminar_presentation

  • 2.  RNA sequencing  Methods  RNA library preparation  Fast QC results  RNAseq pipeline  Bioinformatic results  Conclusions
  • 3.  Measure gene expression levels  Characterize alternative splicing  Identify single nucleotide polymorphism
  • 4.  Nextera (control method) Illumina  TotalScript RNA-Seq Kit Epicentre  NEXTflex Directional RNA-Seq Kit (dUTP Based) Bioo Scientific  ScriptSeq v2 RNA-Seq Epicentre  NEBNext Ultra Directional RNA Library Prep Kit New England Biolabs
  • 5.
  • 6. Nextera (control method) TotalScript NEXTflex (dUTP Based) ScriptSeq v2 NEBNext Sample QC Sample QC Sample QC Sample QC Sample QC ribodepletion ribodepletion ribodepletion ribodepletion cDNA synthesis cDNA synthesis fragmentation fragmentation fragmentation fragmentation fragmentation cDNA synthesis cDNA synthesis cDNA synthesis Adapter ligation Adapter ligation Adapter ligation Adapter ligation Adapter ligation amplification amplification amplification amplification amplification Sample QC Sample QC Sample QC Sample QC Sample QC
  • 9.
  • 10.
  • 11. NEBNext Ultra Directional RNA Library Prep Kit NEXTflex Directional RNA-Seq Kit (dUTP Based) Totalscript RNA-Seq Kit ScriptSeq v2 RNA-Seq
  • 12. NEXTflex Directional RNA-Seq Kit NEBNext Ultra Directional RNA Library Prep Kit Totalscript RNA-Seq Kit ScriptSeq v2 RNA-Seq
  • 13. NEXTflex Directional RNA-Seq Kit NEBNext Ultra Directional RNA Library Prep Kit Totalscript RNA-Seq Kit ScriptSeq v2 RNA-Seq
  • 14. Method Total sequences NEXTflex Directional RNA-Seq Kit 22 200 045 Nextera (Control method) 29 356 608 Totalscript RNA-Seq Kit 47 179 171 ScriptSeq v2 RNA-Seq 75 172 491 NEBNext Ultra Directional RNA Library Prep Kit 138 864 011
  • 15.
  • 16. 1. Prepare input files:  Trimm fastq reads  fastqc quality control  Filter ribosomal RNA 2. Gene expression Tophat2 ( bowtie2 ) AlignmentFile.bam Cufflinks (assisted) Cufflinks (deNovo) HTSEQ Samtools Variants.vcf GeneExpression.bed (raw) GeneExpression.fpkm_tracking IsoformExpression.fpkm_tracking (normalized, FPKM) Cuffcompare NewIsoforms.txt Ensembl Ensembl Ensembl InputFile1.fastq InputFile2.fastq
  • 17. 2. Gene expression TopHat is a fast splice junction mapper for RNA-Seq reads. It aligns RNA-Seq reads to mammalian-sized genomes using the ultra high-throughput short read aligner Bowtie, and then analyzes the mapping results to identify splice junctions between exons Tophat2 ( bowtie2 ) AlignmentFile.bam
  • 18.
  • 19.
  • 20.
  • 21. Sample Note End 1 Sense End 1 Antisense End 2 Sense End 2 Antisense % of reads antisense % of reads on sense FimmX NebNext 148 966 1 925 901 2 373 963 129 259 6 94 FimmX Nextera (control method) 4 513 316 4 813 881 4 516 412 4 751 110 50 50 FimmX NextFlex 61 447 863 828 1 120 296 42 519 5 95 FimmX ScriptSeq_v2 11 491 218 577 776 614 082 10 766 027 5 95 FimmX Totalscript 259 488 7 912 948 3 359 435 117 09 2 98
  • 22.  The most suitable method: ScriptSeq v2 RNAseq kit  Strandedness  Read coverage  High-throughput
  • 23. Thank You for Your Time!