[email protected] GenXPro GmbH, Frankfurt am Main Our expertise at your demand.
GenXPro
Transcript of GenXPro
-
8/13/2019 GenXPro
1/25
Nucleotide - based information
Transcripts : mRNA- SuperSAGE, ST-DGE
- RNAseq
- qRT-PCR, Taq-Man assays, Real-Time PCR service
- Normalization of cDNA libraries (qualitative information)
non coding RNA
- MicroRNA
- Degradome
Genomic DNA: - Digital karyotyping (DK), copy number variations (CNVs)- Methylation-specific DK (MSDK)
- Genotyping
- Identification of SNPs
- Molecular markers
Our Service Portfolio
-
8/13/2019 GenXPro
2/25
SuperTag Digital Gene Expression Profiling
(ST-DGE)
A patented, improved version of SuperSAGE,
applying deep sequencing and a bias-free PCR
technology for optimal tag-to-gene annotation andtranscript quantification.
Transcriptome Analysis & Gene Discovery
-
8/13/2019 GenXPro
3/25
5
3
AAAAAAA-3
TTTTTTT-5
cDNA
cDNA
cDNA
cDNA
Streptavidin-Beads
5
3
5
3
5
3
AAAAAAA-3
TTTTTTT-5
AAAAAAA-3
TTTTTTT-5
AAAAAAA-3
TTTTTTT-5
Tagging EnzymeAnchoring Enzyme
Sequencing of
Millions of 26
bp SuperTags
Counting, BLAST, Statistics
How it works
SuperTag Digital Gene Expression (STDGE) profiling:
What gene is expressed and how often?
ST-DGE - SuperSAGE became better
-
8/13/2019 GenXPro
4/25
5
3
AAAAAAA-3
TTTTTTT-5cDNA
cDNA
cDNA
cDNA
Streptavidin-Beads
5
3
5
3
5
3
AAAAAAA-3
TTTTTTT-5
AAAAAAA-3
TTTTTTT-5
AAAAAAA-3
TTTTTTT-5
1.Digestion with Anchoring Enzyme
What Gene is expressed and how often ?
Digital Gene Expression Profiling
Principle
-
8/13/2019 GenXPro
5/25
5
3
AAAAAAA-3
TTTTTTT-5cDNA
cDNA
cDNA
cDNA
Digital Gene Expression Profiling
Streptavidin-Beads
5
3
5
3
5
3
AAAAAAA-3
TTTTTTT-5
AAAAAAA-3
TTTTTTT-5
AAAAAAA-3
TTTTTTT-5
Principle
1.Digestion with Anchoring Enzyme
What Gene is expressed and how often ?
-
8/13/2019 GenXPro
6/25
Digital Gene Expression Profiling
Principle
2. First Linker LigationLinker 1
Linker 1
Linker 1
Linker 1
3. Digestion with Tagging Enzyme
4. Recovery of Linker-Tags
What Gene is expressed and how often ?
1.Digestion with Anchoring Enzyme
AAAAAAA-3
TTTTTTT-5cDNA
cDNA
cDNA
cDNA
Streptavidin-Beads
AAAAAAA-3
TTTTTTT-5
AAAAAAA-3
TTTTTTT-5
AAAAAAA-3
TTTTTTT-5
Highly specific 26bp SuperTags
-
8/13/2019 GenXPro
7/25
Digital Gene Expression Profiling
Principle
2. First Linker LigationLinker 1
Linker 1
Linker 1
Linker 1
3. Digestion with Tagging Enzyme
4. Recovery of Linker-Tags
What Gene is expressed and how often ?
1.Digestion with Anchoring Enzyme
AAAAAAA-3
TTTTTTT-5
Streptavidin-Beads
AAAAAAA-3
TTTTTTT-5
AAAAAAA-3
TTTTTTT-5
AAAAAAA-3
TTTTTTT-5
5. Second Linker Ligation
Linker 2
Linker 2
Linker 2
Linker 2
5. PCR
-
8/13/2019 GenXPro
8/25
Digital Gene Expression Profiling
Principle
2. First Linker Ligation
3. Digestion with Tagging Enzyme
4. Recovery of Linker-Tags
What Gene is expressed and how often ?
1.Digestion with Anchoring Enzyme
AAAAAAA-3
TTTTTTT-5
Streptavidin-Beads
AAAAAAA-3
TTTTTTT-5
AAAAAAA-3
TTTTTTT-5
AAAAAAA-3
TTTTTTT-5
6. 2nd-Generation Sequencing
Sequencing of Millions of Tags
7. Counting of Tags, Bioinformatics
Counting, BLAST
5. Second Linker Ligation
5. PCR
Linker 1
Linker 1
Linker 1
Linker 1
Linker 2
Linker 2
Linker 2
Linker 2
Linker 1 Linker 2
Linker 1 Linker 2
Linker 1 Linker 2Linker 1 Linker 2
Linker 1 Linker 2Linker 1 Linker 2
Linker 1 Linker 2Linker 1 Linker 2
-
8/13/2019 GenXPro
9/25
Quality of digital gene expression data depends on:
1. Quality of the Tag (what gene is expressed?)
Quality
SuperTag Digital Gene Expression Profiling
2. Quantity of the Tags (how often is the gene expressed?)
-
8/13/2019 GenXPro
10/25
The Tagging Enzyme determines Quality of Tags:
LongSAGE, other DGE platforms
MmeI:5- GGGACNNNNNNNNNNNNNNNNNNNN -3
3- CCCTGNNNNNNNNNNNNNNNNNN -5
5-CAGCAGNNNNNNNNNNNNNNNNNNNNNNNNN -3
3-GTCGTCNNNNNNNNNNNNNNNNNNNNNNNNNNN -5
SuperSAGE, SuperTag-DGE
EcoP15I : 26-27 bp (=SuperTAG)
18-21 bp
Tag-Quality
-
8/13/2019 GenXPro
11/25
What gene?
SuperTags allow unequivocal identification
of the corresponding gene
Tag Quality
Enzyme Plattform Tag-Size e-value
BsmFI-Tag SAGE 14 bp 105
MmeI-Tag LongSAGE, other platforms 18-20 bp 0,34
EcoP15I-Tag SuperSAGE, ST-DGE 26-27 bp 0,00001
-
8/13/2019 GenXPro
12/25
21 bp versus 26 bp
Advantages of the SuperTAG
Only the 26 bp tag can differentiate between the transcripts !
BLAST-Hit , Mus musculus, Score = 52
CATGGTGGCTCACAACCATC Immunoglobulin kappa chain complex
CATGGTGGCTCACAACCATC Tumor necrosis factor (ligand) superfamily, member 10
CATGGTGGCTCACAACCATC Homeodomain leucine zipper-encoding gene
CATGGTGGCTCACAACCATC Mannose phosphate isomerase 1, transcript variant 4
18-20bp (MmeI, LongSAGE)
26 bp (Ecop15I, SuperTAG)
Tag Quality
CATAAC
CGTAAT
TGTAGA
TGTATC
?
?
?
?
!
!
!
!
-
8/13/2019 GenXPro
13/25
Problem of PCR-introduced BIAS
Certain tags are preferentially amplified during PCR
biased quantification
The Solution: GenXProsbias-proof adapters (patent pending)
secure quantification
-
8/13/2019 GenXPro
14/25
26 bp SuperTAGs can:
serve as specific probes: identification of genomic
or cDNA clones
directly be used as highly specific primer for PCR
3- and 5- RACE,RCA, in vitro PCR, qRT-PCR: new
genes & non-model organisms can be analyzed.
be directly spotted on a microarray for HT analysis1
be used for the simultaneous analysis of two or
more organisms (pathogen/host)2
2. Matsumura et al. (2003) PNAS 100: 15718-15723
1. Matsumura et al. (2006) Nature Methods 3:469-474
Advantages of the SuperTAG
Downstream applications &
-
8/13/2019 GenXPro
15/25
RNA-Seq vs. ST-DGE
(deepSuperSAGE)
For the same depth of analysis, RNA-Seq requires
20-100 times more sequencing !!
Mean transcript size : 2 500 bp
5
3
AAAAAAA-3
TTTTTTT-5cDNA
SuperTag size: 26 bp
*Asmann et. al 2009
STDGE
RNA-Seq
-
8/13/2019 GenXPro
16/25
Normalization of cDNA libraries
Transcript frequencies in human pancreas
Frequencies of transcript species Total transcript distribution
Frequent transcripts make up 50 % of
all transcripts:
To get the info of rare transcripts, these
50% need to be sequenced as well...
Most of the transcript species are
expressed at low levels (below 10 copies
per million).
-
8/13/2019 GenXPro
17/25
Digital Gene Expression vs. Microarrays
Major Advantages of SuperTAG-DGE versus Microarrays
Reliable quantification of the transcriptome:
counts vs. semi-quantitative light signal intensities
Open architecture platform: any gene detected, novel
genes, unexpected transcripts, antisense transcripts
No false positives, no cross hybridisation
Rare transcripts are exactly quantified
Higher dynamic range: unlimited vs. log2
-
8/13/2019 GenXPro
18/25
About 8095% of all mRNA species are present in
five or fewer copies per cell. These rare transcripts
make up 3550% of all the mRNAs.
SuperTAG-DGE includes rare Transcripts
Digital Gene Expression vs. Microarrays
-
8/13/2019 GenXPro
19/25
SuperSAGE-Analysis: Transcript Frequencies
Example: 4.455.653 Tags from Mouse Spleen (Mus muscu lus)*
More than 75 % rare transcripts:
This information
is lost on microarrays !
143%
2-5, 32%
6-2017%
21-1008%
101-10000,41%
1000-10.0000,16% >10.000
0,01%
>18.000 different transcripts excluding the singletons
* >13.000 Singletons with distinct matches to the NCBI-DB
Only this part
is visible for
microarrays
-
8/13/2019 GenXPro
20/25
-8
-7
-6
-4
-3
-2
-1
1
2
3
5
Log2 foldchange Taqman assays vs. ST-DGE*
Log2 foldchange SuperSAGE Log2 foldchange Taqman
ST-DGEA Genome-Wide TaqMan Assay
Invariably expressed house
keeping gene Aurora-Kinase A
Similar expression tendency in TaqMan assays and ST-DGE
*in developing chicken embryo gonads
-
8/13/2019 GenXPro
21/25
Comparable data:
Exact number for every transcript vs. semiquantitative values(Microarrays, RT-PCR)
SuperTAG vs. Micro-arrays
-
8/13/2019 GenXPro
22/25
AAAAAAA-3
AAAAAAA-3
AAAAAAA-3
AAAAAAA-3
microRNA mRNA-ends
Next-Gen-Sequencing, counting, BLAST
microRNAs and the degradome
mRNA
-
8/13/2019 GenXPro
23/25
Digital Karyotyping (DK)
5
3DNA
Quantification of short fragments of genomic DNAto identify chromosomal changes, amplifications, deletions, and the
presence of foreign DNA sequences.
3
5
1.First enzyme digestion
(methylation-sensitive)
5
3
2. First linker ligation, binding to matrix
Biotin
Methylation-specific Digital Karyotyping (MS-DK)
-
8/13/2019 GenXPro
24/25
Methylation-specificDigital Karyotyping (DK)
5
3
3.
Biotin
Second enzyme digestion (methylation-insensitive)
4.
Biotin
Second linker ligation, EcoP15I digestion
SequencingCounting,
AnnotationSuperTag 26bp
5
3
Digital Karyotyping (DK)
-
8/13/2019 GenXPro
25/25
Thank you for your attention
www.genxpro.de