g ³ ¶ < = ÿ ¼ À ò 7 b ³~ 6 Ã ã h · cathy l. barr, bing ren et al, ... peter j....
TRANSCRIPT
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1
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SMRT Cell
Template Prep &Binding Kit
Sequencing Kit
PacBio RS ---
GC
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Gene Express
2012 8 24-26
2012
2012 8 24-26
2012 10 19-21
2012 10 19-21
1
PCR PCR qPCR
Bioline
Bioline
Enzymatics
Amnis Im-
Enzymatics
ISO1-3485:2003 9001:2000 FDA 21CFR.
820
ageStreamX Mark II。ImageStreamX Mark II ImageStream
ImageStream
ImageStreamX Mark II
ImageStreamX Mark II
Mark II
Mark II
uL
Mark II
2012 10 12-16
2012 10
200
Illumina NūPCR
NūPCR
qPCR qPCR
NūZyme
NūPCR
PCR
DesignStudio
NuPCR
™
™
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Gene Express
2
CELL
NGS
CELL
SNP CNV
GWAS
SNP SNP
CELL
CELL
CELL
NGS
Peng Jin, Bing Ren, Chuan He et al, Base-Resolution Analysis
of 5-Hydroxymethylcytosine in the Mammalian Genome, Cell
149, 1368 - 1380, June 8, 2012
Bisulfite Sequencing
5mC 5mC 5hmC
5mC
5hmC
5hmC 5hmC
sequencing(TAB-Seq)
5hmC 5hmC 5mC
5hmC
(sequence bias)
strand asymmetry 5hmC
5hmC
CELL Tet-assisted bisulfite
NGS
Tet bisulfite
NGS
Cathy L. Barr, Bing Ren et al, Base-Resolution Analyses of Sequence
and Parent-of-Origin Dependent DNA Methylation in the Mouse
Genome, Cell 148, 816–831, February 17, 2012
DNA
MethylC-Seq,ChIP-Seq, RNA-Seq
SNP
Christopher E. Mason, Samie R. Jaffrey et al, Comprehensive
Analysis of mRNA Methylation Reveals Enrichment in 3 UTRs and
near Stop Codons, Cell 150, 1–12, July 6, 2012
(m6-
A)。 MeRIP-Seq
m6A RNA NGS
RNA-seq
RNA
NGS
m6A RNA
NGS RNA
cDNA
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Gene Express
3
DNA A total of 183,916
somatically acquired base substitutions were identified. In
protein coding regions, there were 1,372 missense, 117
nonsense, 2 stoplost, 37 essential splice-site, and 521 silent
mutations. Of the 2,869 indels identified, 2,233 were deletions,
544 insertions and 92 complex. There were 21 coding indels, of
which 15 were predicted to result in a translational frameshift
and six were in-frame. In addition, 1,192 structural variants
(rearrangements), 16 homozygous deletions, and 14 regions of
increased copy number (amplifications) were identified.
SNP
CNV
NGS
DNA SNP、CNV
SNP CNV
Michael R. Stratton1, the Breast Cancer Working Group of the
International Cancer Genome Consortium et al, Mutational
Processes Molding the Genomes of 21 Breast Cancers, Cell
149, 979–993, May 25, 2012
Peter J. Campbell, Breast Cancer Working Group ofthe
International Cancer Genome Consortium et al, The Life
History of 21 BreastCancers, Cell 149, 994–1007, May 25,
2012
DNA
Jian Wang, Yingrui Li, Xiuqing Zhang et al, Single-Cell Exome
Sequencing and Monoclonal Evolution of a JAK2-Negative
Myeloproliferative Neoplasm, Cell 148, 873–885, March 2,
2012
Jian Wang, Michael Dean, Yingrui Li et al, Single-Cell Exome
S e q u e n c i n g R e v e a l s S i n g l e - N u c l e o t i d e M u t a t i o n
Characteristics of a Kidney Tumor, Cell 148, 886–895, March
2, 2012
DNA NGS
James F. Gusella et al, Sequencing Chromosomal Abnormalities
Reveals Neurodevelopmental Loci that Confer Risk across Diagnostic
Boundaries, Cell 149, 525–537, April 27, 2012
Balanced chromosomal abnormalities
Li-SH-
Peter Lichter,Stefan M. Pfister,Jan O. Korbe,et al,Genome、
Sequencing of Pediatric Medulloblastoma Links Catastrophic
DNA Rearrangements with TP53 Mutations, Cell 148, 59–71,
January 20, 2012
NGS SNP
chromothripsis
Fraumeni syndrome Sonic-Hedgehog medulloblastoma
H-MB
TP53
SHH-MBs TP53
chromothripsis AML
Cell 144, 27–40 NGS SNP
chromothripsis
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Gene Express
4
the abundance of alternative spliced isoforms,
heteroallelic expression, RNA edits, expression of miRNAs。
blood components (peripheral blood mononuclear
cells [PBMCs], plasma and sera)
Our analysis detected many
single nucleotide variants (SNVs), small insertions and
deletions (indels) and structural variants (SVs; large insertions,
deletions, and inversions relative to hg19). 134,341 (4.1%)
high-confidence SNVs are not present in dbSNP, indicating
that they are very rare or private to the subject. Only 302
high-confidence indels reside within RefSeq protein coding
exons and exhibit enrichments in multiples of three nucleotides
(p < 0.0001). In addition to indels, 2,566 high-confidence SVs
were identified and 8,646 mobile element insertions were
identified.
MHC/HLA
16sRNA
RNA CELL NGS
RNA
RNA NGS
NGS SNP
Sanger Taqman
SNP、CNV Taqman
(BCAs)。BCA inversions,excision/insertions,translocations
BCA
NGS BCA
BCA
BCA
NGS
BCA (Am. J. Hum. Genet. 88,
B (Cell 147, 107–119;
147,95–106)、 (Cell 144, 27–40)、
(Nat. Genet. 44,
390–397)
NGS
Libraries were created by four different methods
optimized for delineating BCAs, including (1) standard insert
paired-end sequencing,(2) mate-pair sequencing (long
2,000–4,000 bp inserts), (3) customized jumping libraries
(long 3,000–4,500 bp inserts), (4) capture of breakpoints
method (CapBP) for rearrangements previously localized.
Austin Smith, HendrikG. Stunnenberg et al, The Transcriptional and
Epigenomic Foundations of Ground State Pluripotency, Cell 149,
590–604, April 27, 2012
(RNA-seq)
(ChIP-seq)
Cell, Volume 149, Issue 2, 467-482, 13 April 2012一
RNA-seq ChIP-seq T
Michael Snyder et al, Personal Omics Profiling Reveals
Dynamic Molecular and Medical Phenotypes, Cell 148,
1293–1307, March 16, 2012
Cell
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Gene Express
5
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Gene Express
6
PacBio
PacBio RS DNA
Steven Turner Jonas
Korlach DNA
DNA
15nm
DNA
《
Science》 Korlach
Turner Pacific Biosciences PacBio
PacBio RS(
Pacific Biosciences PacBio RS
(Single Molecule Real
Time, SMRT)DNA SMRT Cell
DNA DNA
DNA PacBio
RS
NGS
NGS
PCR
PacBio RS
NGS
PacBio RS
DNA
DNA
DNA链
DNA 15nm
DNA DNA
PacBio RS
DNA DNA
DNA
DNAPacBio RS
DNA
DNA DNA
PacBio RS SMRT Cell
Cell
ZMW(zero-mode waveguide
ZMW ZMW
DNA DNA
ZMW
DNA
DNA DNA
ZMW
DNA DNA ZMW
PacBio Magbead
DNA -DNA ZMW
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Gene Express
7
Magbead
PacBio RS ZMW PacBio
PacBio RS
PacBio
PacBio RS DNA
IPD
SMRT Cell
DNA
DNA
DNA
PacBio RS
ZMW 600nm ZMW
ZMW
30nm ZMW
DNA
ZMW
PacBio RS
ZMW
ACGT
PacBio
IPD
DNA DNA
DNA DNA
IPD
DNA IPD DNA IPD IPD
IPD
mA、mC hmC Nature Method
DNA 4-mC、6-mA、
5-mC和5-hmC
DNA
DNA
SMRT
DNA
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Gene Express
8
PacBio RS SMRT
PacBio RS
SMRT Cell
RS Touch
SMRT Cell
QV
PacBio RSPacbio
PacBio RS SMRT
SMRT bell
DNA
CCS
CLR
SMRT
A
B
C
PacBio
SMRT Pipe、SMRT Portal SMRT View
SMRT Portal
SMRT View
SNP
RS Remote
NGS
3-10kb
SMRT
Bell
PacBio
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Gene Express
9
NGS
GC
PacBio RS
NGS
PacBio RS
NGS PacBio
C2
PacBio RS NGS
PCR
GC
A+T CG
PacBio C2 C1
C2
SMRT Cell
PacBio
IPD
IPD 4mC 6mA
IPD
PacBio
SNP
SNP
1. Roberts R.J., Vincze T., Posfai J. and Macelis D. REBASE--a
database for DNA restriction and modification: enzymes, genes
and genomes. Nucleic Acids Res, 38, D234-236 (2010).
2. Flusberg BA, Webster DR, Lee JH, Travers KJ, Olivares EC,
Clark TA, Korlach J, Turner SWDirect detection of DNA
methylation during single-molecule, real-time sequencing.
Nature Methods 7:461-465. (2010)
3. Song CX, Clark TA, Lu XY, Kislyuk A, Dai Q, Turner SW, He
C, Korlach J.Sensitive and specific single-molecule sequencing
of 5-hydroxymethylcytosine. Nat Methods. 2011 Nov
20;9(1):75-7
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Gene Express
10
RNA
ChIP
AFA
DNA
DNA
20kHz~25kHz
100mm
DNA
Covaris高性
AFA
Covaris AFA
M、S、E、L
DNA/RNA/
Covaris
Covaris Adaptive Focused Acoustics
AFA
AFA
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Gene Express
11
Covaris AFA
m/sec AFA
0.5MHz 1mm
AFA
AFA
80bp-5Kb
AFA
g-TUBE™Agilent 2100
12K
AFA
80bp-5Kb,g-TUBE 6Kb-
20Kb
truChIP
20Kb
µg µL
Covaris g-TUBE™ 6Kb-
Covaris truChIP™
truChIP™
Covaris AFA
CryoPrep ChIP-seq™
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Gene Express
12
Covaris ChIP-seq
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Gene Express
13
SNPs
Affymetrix
Affymetrix
SNP CytoScan HD CytoScan HD
750k
SNP6.0
SNP
CNV
SNP
SNP
LOH
FISH CGH
SNP-CNV SNP
SNP
CytoScan HD
marker
marker
750k
SNP
ISCA OMIM
Morbid OMIM Morbid
Affymetrix
Light-Controlled In Situ Synthesis
of DNA Microarrays
Affymetrix
Affymetrix
Nature、Science、Cell
Affymetrix
CytoScan HD
Affymetrix Frank Witney
Affymetrix CytoScan HD
Witney
CytoScan HD芯
SNP
Affymetrix ——Chromosome
Analysis Suite(ChAS)
excel pdf
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Gene Express
14
SNP6.0 CytoScan HD
Guangyu Gu
Affymetrix CytoScan HD
10q24.32
670kb TMEM180,
ACTR1A,SUFU,TRIM8,ARL3,SFXN2,C10orf26,CYP17A1,
C10orf32,AS3MT,CNNM2
24.1 SUFU TRIM8
SUFU TRIM
Genomic Variants
10q24.32
SUFU,TRIM8
10q
SNP
LOH DNA
FISH
FISH
FISH
Affymetrix —CytoScan HD
FISH
Todd Christensen
James Tepperberg
Affymetrix SNP
Affymetrix SNP CytoScan HD
CGH
Hiba
HD
697k
Affymetrix CytoScan
HD 19p13.2
697k
DNM2(Charcot Marie Tooth Axonaltype 2M LDLR(Autosomal
Dominant Familial Hypercholesterolemia LDLR
DNA
LDLR
Risheg CytoScan
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Gene Express
15
Yiping
Shen
FISH
and Speech Delay Hiba Risheg1, Sarah Parisotto2, Brooke
Rush3, Helio Pedro2, Peter Papenhausen3, Elisabeth Keitges1
1Cytogenetics, Laboratory Corporation of America, Seattle,
WA, 2Hackensack University Medical Center, Hackensack, NJ,
3Cytogenetics, Laboratory Corporation of America, Research
Triangle Park, NC American College of Medical Genetics
(ACMG) 2012, 30 March 2012, Abst #144.
3. Utilization of magnetic activated cell sorting and high
resolution SNP microarrays improves diagnostic yield and
prognostic value in clinical testing for patients diagnosed with
multiple myeloma. Todd Christensen1, Weiwen Deng1, Bonnie
McMahill1, Joseph Schappert1, Weihua Liu1, Reza Saleki1,
Ying Zou1 1Pathology Associates Medical Laboratories,
Spokane, WA, United States American College of Medical
Genetics (ACMG) 2012, 30 March 2012, Abst #142.
4. The Advantage of SNP Microarray Compared to
Chromosome Analysis in the Evaluation of POC for Fetal
Demise James Tepperberg1, Holly Taylor1, Rachel Burnside1,
Brooke Rush1, Inder Gadi1, Vikram Jaswaney1, Elisabeth
Keitges2, Romela Pasion1, Karen Phillips1, Venktswara
Potluri3, Hiba Risheg2, Stuart Schwartz1, Janice Smith3, Peter
Papenhausen11Cytogenetics,LabCorp,RTP,NC, 2Cytogenetics,
LabCorp, Seattle, WA, 3Cytogenetics, LabCorp, Houston, TX
American College of Medical Genetics (ACMG) 2012, 29
March 2012, Abst #151.
5. Standardization and Diversification of Copy Number
Microarray Testing for Clinical Diagnostics—Implications of
the Cross-Platform/Algorithm Study on Clinical Diagnostic
Chromosomal Microarray Analysis Yiping Shen, Yu An, and
Bai-Lin Wu Clin. Chem., Oct 2011; 57: 1354 - 1356.
X
1. Genomic microarray analysis of chronic lymphocytic leukemia
reveals a recurrent monoallelic deletion of 10q24.32;
Guangyu Gu1,2, Maria Sederberg2, Sarah T South1,2 1Depts
of Pediatrics and Pathology, University of Utah, Salt Lake City,
UT, 2ARUP Institute for Clinical & Experimental Pathology
ARUP Laboratories, Salt Lake City, UT American College of
Medical Genetics (ACMG) 2012, 29 March 2012, Abst #139.
2. Two Year Old Child Presenting with Hypercholesterolemia
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Gene Express
16
DNA
SunitaR.Setlur Charles Lee
“Tumor Archaeology Reveals that Mutations Love Company”
Cell
Broad
Nature
片
段纯化、
PCR
Agilent 2100Agilent 2100
Ailent 2100
RNA QC
Agilent
2100
Agilent 2100
Agilent 2100
FDA 21CFR Part11
(Lab-on-Chip)
“Lab-on-Chip”
“Lab-on-Chip”
Caliper
Agilent
Caliper
LabChip
LabChip LabChip
X/GX II
Lab-on-Chip
Agilent 2100 RNA
RNA
RNA
G-
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Gene Express
17
Agilent 2100分析系统
1% AgaroseAgilent 2100 A RNA
RNA RNAAgilent 2100
A
Agilent 2100 DNA
Agilent 2100 DNA PCR
PCR
PCR
Agilent 2100 DNA
DNA
DNA
PCR
PCR SNP
DNA
PCR GMO
PCR PCR-RFLP
RT-PCR、 Northern cDNA
Agilent 2100
RNA
(RNA Integrity Number) RNA
RIN RNA RNA
RIN RNA
RNA
PCR(qPCR) RNA
RNA
RNA (smallRNA),
miRNAs,siRNAs, snRNAs miRNA
RNA siRNA
21nt
mRNA ’UTR
RNA
Agilent 2100 RNA
RNA
MirVana miRNA Isolation Kit
RNA A RNA 28s、
18s RNA 5.8s、5s、tRNA
miRNA、siRNAs、snRNAs)
RNA
RNA RNA
Agilent 2100
RNA 2A
A Agilent 2100 A
2B Agilent 2100
RNA miRNA
qPCR
Angiogenesis
Samples: 1 2 A 3 4 L 1 2 A 3 4
28S
18S
*
A
B
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Gene Express
18
METH-2N= T=ABPPBP-2 METH-2
METH-2 ABPPBP-2
Agilent 2100
NGS
NGS NGS
DNA
DNA
Agilent
DNA DNA
DNA
DNA Agilent 2100
NGS
PCR DNA
PCR
Agilent 2100 DNA
NGS DNA QC
PCR DNA
Agilent 2100 DNA
4A Agilent 2100
PCR DNA B
PCR cycles
500bp PCR
PCR DNA Agilent 2100 PCR cycles PCR
DNA Agilent 2100 PCRcycles
pg/µL DNA
PCR
Agilent
2100
NGS DNA RNA QC
NGS QC
LabChip GX/GX II
Lab Chip GX/GX II
28s/
FDA 21CFR Part
GLP、GCP、GMP 4Q(DQ/IQ/OQ/PQ)
LabChip GX
DNA QC
Patient No 308 314 323 151 358 353Tissue N/T N/T N/T N/T N/T N/T
ABPPBP-2,control gene
METH-2,downregulatedin tumour
ladder
200 bp
150 bp
100 bp
tumourtissueMETH-2
ABPPBP-2control geneproductnormal
tissueMETH-2
[FU]
60
50
40
30
20
10
055 60 65 70 75
A
B
细血管后静脉发展而形成新的血管。血管形成是促血管形
成因子和抑制因子协调作用的复杂过程,正常情况下二者
处于平衡状态,一旦此平衡打破就会激活血管系统,在肿
瘤的发展转移过程中起到重要作用。METH-2就是其中一
种重要的抗血管形成因子,过去的芯片实验表明METH-2
在大部分非小细胞肺癌样本中表达受到抑制,研究者通过
Agilent
ETH-2多重PCR产物的表达情况(图3),结果发现与癌
旁组织相比,METH-2在23个非小细胞肺癌样品中的表达
量明显下调,验证了过去芯片实验的结果,而进一步研究
发现METH-2的表达下调与该基因启动子区甲基化有关。
2100来比较非小细胞肺癌和相应的癌旁组织中M-
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Gene Express
19
LC GX DNA QC
clusters
LabChip GX qPCR
DNA
400bp+40bp
Caliper LapChip
XT 7A Caliper
Lab-on-chip
LabChip XT
7B
5)。HT DNA High Sensitivity Kit pg/µL
DNA NGS
PCR DNA
PCR
LC GX QC
LC GX
LC GX DNA RNA QC
RIN RNA LC GX
RNA (RNA Quality Score,RQS
RNA
LC GX RNA 28S、18S、
28S/18S( 28S/18S 28S/ 18S/
Fast Area Ratio RQS RIN
LC
GX RQS
LabChip GX RNA NGS RNA
LabChip XT DNA
DNA
DNA EB
DNA
LabChip XT
0.5ng DNA
LabChip XT
(skip extraction)
LC GX RQS RIN
LC XT LC XT
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Gene Express
20
LCXT LCGX
(adapter dimers LabChip XT
50bp-750bp 1000bp 25bp-300bp
500bp DNA LC XT
DNA
read GC tolerance
,Caliper
XT DNA 300 Assay
adapter dimers,
小RNA库
MicroRNAs(miRNA) RNA
miRNA miRNA
RNA
LabChip XT
RNA
adapter dimers
LC XT分析小RNA的
LabChip XT LabChip
GX DNA high sense assay total input library the XT
fractionated library LC XT
adapter dimers
LabChip XT RNA
LC XT DNA 300 Assay Illumina RNA
(NEBNext 和TruSeq™)
adapter dimers Broad Ins-
titute NGS
Illumina ABI
Roche GC
Illumina Caliper Genome
Analyzer HiSeq 2000
®
![Page 23: G ³ ¶ < = ÿ ¼ À ò 7 B ³~ 6 Ã ã H · Cathy L. Barr, Bing Ren et al, ... Peter J. Campbell, Breast Cancer Working Group ofthe International Cancer Genome Consortium et al,](https://reader031.vdocument.in/reader031/viewer/2022022018/5b8f2a2809d3f2103e8bfa51/html5/thumbnails/23.jpg)
Gene Express
21
Zephyr Sciclone
Zephyr Sciclone NGS
Zephyr® Molecular Biology Workstation Caliper
Caliper
PCR/
premix
Excel表格 自动计算出
(Lab Automation Workstation)
(Liquid Handler)
Zymark
Zymark Caliper
Caliper Life Sciences
Caliper
Zephyr
Sciclone
TwisterⅡ
Staccato
DNA
(NGS)
DNA
Caliper Zephyr
Sciclone NGS
![Page 24: G ³ ¶ < = ÿ ¼ À ò 7 B ³~ 6 Ã ã H · Cathy L. Barr, Bing Ren et al, ... Peter J. Campbell, Breast Cancer Working Group ofthe International Cancer Genome Consortium et al,](https://reader031.vdocument.in/reader031/viewer/2022022018/5b8f2a2809d3f2103e8bfa51/html5/thumbnails/24.jpg)
Gene Express
22
Promega Wizard SV 96 Genomic DNA Purification System Zephyr
Promega Wizard SV 96 Genomic DNA Purification SystemZephyr DNA Nanodrop
PCR LabChip GX和HT DNA 5K
如何
NGS Z-
ephyr Promega、Millipore
HEPA
DNA/RNA
Zephyr
Promega Wizard SV 96 Genomic DNA Purification System
Zephyr工作台面排布
DNA Hela cells
µL
ng/µL OD
DNA
Hela cells
DNA
PCR µL ß-actin PCR TE
µL,LabChip GX
Zephyr NGS Post-PCR
Workstation
1-200µL:1-5µL CV<5%,5-200µL CV<2%
0.5-25µL:0.5-2µL CV<8% 2-25µL时CV<5%
Zephyr
Caliper pre-PCR post-PCR
Zephyr NGS Post-PCR
pre-PCR post-PCR
Zephyr
(NGS)
post-PCR qPCR
![Page 25: G ³ ¶ < = ÿ ¼ À ò 7 B ³~ 6 Ã ã H · Cathy L. Barr, Bing Ren et al, ... Peter J. Campbell, Breast Cancer Working Group ofthe International Cancer Genome Consortium et al,](https://reader031.vdocument.in/reader031/viewer/2022022018/5b8f2a2809d3f2103e8bfa51/html5/thumbnails/25.jpg)
Gene Express
23
NGS
Caliper
NGS
Library Prep
µL Cold RNA
µL Caliper
Sciclone NGS WorkStation
Caliper Sciclone NGS
WorkStationCaliper NGS
Sciclone NGS WorkStation
equencing) RNA (RNA sequencing)
(ChIP‐Sequencing)
AGBT
Capture
Capture
NGS
Agilent SureSelect Capture
Library preps capture NimbleGen
Library preps capture
Whole exome sequencing Targeted res-
Sciclone Workstation
Illumina、Life Tech、Roche
Pacific
xome-Seq、Targeted-Seq
Illumina TruSeqDNA、RNA、Exome
enrichment、Nimblegen SeqCap、Agilent SureSelect
NuGen kit
Bio DNA-Seq、RNA-Seq、E-
![Page 26: G ³ ¶ < = ÿ ¼ À ò 7 B ³~ 6 Ã ã H · Cathy L. Barr, Bing Ren et al, ... Peter J. Campbell, Breast Cancer Working Group ofthe International Cancer Genome Consortium et al,](https://reader031.vdocument.in/reader031/viewer/2022022018/5b8f2a2809d3f2103e8bfa51/html5/thumbnails/26.jpg)
Gene Express
24
mL µL
Labturbo
Labturbo
TAIGEN
Labturbo
Labturbo
Labturbo
PCR Labturbo
Labturbo
µg
CPU
Labturbo
qPCR Labturbo
DNA RNA
Labturbo
Labturbo
![Page 27: G ³ ¶ < = ÿ ¼ À ò 7 B ³~ 6 Ã ã H · Cathy L. Barr, Bing Ren et al, ... Peter J. Campbell, Breast Cancer Working Group ofthe International Cancer Genome Consortium et al,](https://reader031.vdocument.in/reader031/viewer/2022022018/5b8f2a2809d3f2103e8bfa51/html5/thumbnails/27.jpg)
Gene Express
25
μL
PCR
Sample Yeilds (ug)
Concetra�on (ng/μl)
Whole Blood 220 μL 1000μL
3-8 15-35
15-40 75-175
Buffy Coat 200 μL 500 μL
20-40 50-120
100-200 250-600
Chicken Liver 25 mg 20-40 100-200
Hela Cell 1 x 106 15-25 75-125
Arabidopsis leaves 100 mg 2-3 10-15
Elu�on volume 200μL
PCR
Labturbo
Ct
PCR
PCR
DNA、RNA
PCR
Labturbo
μL
DNA
μL
qPCR Ct
μL
DNA
qPCR
HBV DNA Ct
Ct CV
![Page 28: G ³ ¶ < = ÿ ¼ À ò 7 B ³~ 6 Ã ã H · Cathy L. Barr, Bing Ren et al, ... Peter J. Campbell, Breast Cancer Working Group ofthe International Cancer Genome Consortium et al,](https://reader031.vdocument.in/reader031/viewer/2022022018/5b8f2a2809d3f2103e8bfa51/html5/thumbnails/28.jpg)
26
qPCR CtQPCR
μL PCR
DNA,PCR
QPCR
Labturbo
qPCR
Gene Express
![Page 29: G ³ ¶ < = ÿ ¼ À ò 7 B ³~ 6 Ã ã H · Cathy L. Barr, Bing Ren et al, ... Peter J. Campbell, Breast Cancer Working Group ofthe International Cancer Genome Consortium et al,](https://reader031.vdocument.in/reader031/viewer/2022022018/5b8f2a2809d3f2103e8bfa51/html5/thumbnails/29.jpg)
Gene Express
27
SMRT cell
SNP
SNP PacBio RS
PCR
PCR
GC A+T CG
PacBio RS
PacBio RS
PacBio RS
PacBio RS
1 de Novo
bp PCR
GC AT PCR
PacBio RS DNA
PCR DNA
bp GC AT
Chen-Shan Chin PacBio RS
E
DNA
Pacific Biosciences
PacBio RS,
DNA
PacBio RS SMRT Cell
(zero-mode
waveguides,ZMWs) ZMW DNA
DNA
ZMW
DNA DNA
DNA
PacBio RS系统的一级信号处理器
PacBio RS
![Page 30: G ³ ¶ < = ÿ ¼ À ò 7 B ³~ 6 Ã ã H · Cathy L. Barr, Bing Ren et al, ... Peter J. Campbell, Breast Cancer Working Group ofthe International Cancer Genome Consortium et al,](https://reader031.vdocument.in/reader031/viewer/2022022018/5b8f2a2809d3f2103e8bfa51/html5/thumbnails/30.jpg)
Gene Express
2
Gene Express
28
E.coli O104:H4
NCBI
NGS
JGI
Broad
Wellcom Trust Sanger Institute
The Cold Spring Harbor Laboratory
Expression Analysis.Inc PacBio RS
PacBio RS
(Rhodopseudomonas palustris)
DX GC
PacBio RS SMRT
suffix tree
PacBio
MO10 1992 India
M989 1993 India
M988 1993 Bangladesh
M987 1992 India
M986 1992 India
M985 1992 India
M984 1992 India
M835 1993 Bangladesh
M834 1993 Bangladesh
M833 1993 Bangladesh
M831 1993 Bangladesh
M545 1993 India
M542 1993 Bangladesh
M540 1993 India
M537 1993 India
MJ-1236 1994 Bangladesh
M828 1991 Morocco
M827 1990 Guinea
M824 1987 Algeria
M791 1991 ThailandM4 (MDC126 Bangla
desh 2008) H2 (Haiti 2
010)H1 (Ha
iti 2010)CIRS-
101 2002 B
angladesh
B33 2004 Mozam
bique
M654 1991 India
M822 1983 Vietnam
M764 1989 Thailand
M740 1985 Thailand
M723 1982 Thailand
M714 1979 Bangladesh
M652 1981 India
M646 1979 BangladeshRC9 1985 KenyaN5 (N16961 Bangladesh 1971)
N16961 1971 BangladeshM825 1988 Zaire
M797 1986 H
ong Kong
M795 1976 Bangladesh
M650 1976 India
M647 1970 Bangladesh
M820 1978 MalaysiaM815 1973 PhilippinesM811 1971 Burma
M808 1969 Vietnam
M807 1966 Vietnam
M806 1964 India
M805 1963 Cambodia
M804 1962 India
M803 1961 Hong Kong
M799 1989 Hong Kong
M686 1968 Thailand
M663 1992 Indonesia
M662 1993 Indonesia
M793 1961 Indonesia
M640 1954 EgyptM543 1938 Iraq
M66-2 1937 Indonesia
Group VI
Group V
Group IVGroup III
Gro
up II
Group I
PandemicPre
–7th
M2316 1998 Peru
M2315 1999 Brazil
M2314 1991 Peru
M830 1993 French Guiana
M829 1992 Malawi
M826 1990 Malawi
M823 1984 Algeria
M821 1982 France*
M819 1975 Germany*
M818 1975 Comoro Islands
M817 1974 Chad
M816 1974 Senegal
M814 1972 Morocco
M813 1972 Senegal
M812 1971 Chad
M810 1970
Ethiopia
M809 1970 Sie
rra Leone C6 (C6706 P
eru 1991)
RC385 Chesapeake Bay 1998VL426 UK UnknownV51 United States 1987TM11079-80 Brazil 1980
12129(1) Australia 1985
62-339 Bangladesh 20021587 Peru 1994
TMA21 Brazil 1982AM19226 Bangladesh 2001
MZO-3 Bangladesh 2001MZO-2 Bangladesh 2001
V52 Sudan 1968O395 India 19652740-80 United States 1980MAK757 Celebes Islands 1937NCTC 8457 Saudi Arabia 1910BX330286 Australia 1986
B
A
di A bi 9 0stralliiaa 19986
N5 (N16961 Bangladesh 1971)
N16961 Bangladesh 1971
C6 (C6706 Peru 1991)
RC9 Kenya 1985
MO10 India 1992
B33 Mozambique 2004
MJ-1236 Bangladesh 1994M4 (MDC126 Bangladesh 2008)
CIRS 101 Bangladesh 2002
H2 (Haiti 2010)
H1 (Haiti 2010)
sepA
B C
A
Chromosome vs. TY2482
Chromosome vs. 55989 Outbreak Strain C227-11 vs. 55989
Plasmid ESBL
Plasmid AA
Structural variationregion associated withvirulence-factor genes
Structural variationregion associated withvirulence-factor genes
Lambdalikephageelements
55989 (inner track)
C777-09 (outer track)C754-09C760-09C682-09C35-10C734-09C227-11E
C04
2_pA
A01
1E
C04
2_pA
A01
1
EC042_pAA011
EC04
2_pA
A013
EC04
2_pA
A014
EC042_pAA034
EC042_pAA034
EC04
2_pA
A034
EC042_pAA034
EC042_pAA034
EC042_pAA034
EC042_pAA035
EC042_pAA035
EC042_pAA035EC
042_pAA035EC
042_pAA035
EC042_pAA050
EC042_pAA050
EC04
2_pA
A050
EC042_pAA050
EC042_pAA050
EC042_pAA050
EC042_pAA158
EC042_pAA158
EC
042_pAA
021
EC042_pAA022
EC042_pAA023
EC042_pAA023
EC042_pAA023
EC042_pAA042
EC042_pAA042
ydiE(hemP)
capU
aaiC
sigA
pic
pic
air
0.5
1.0
1.5
2.0
2.5
3.0
3.5
4.0
4.5
EC042_pAA011
EC042_pAA011
EC042_pAA011
EC
042_pAA
013 410
AAp
_240
CE
EC042_pAA034
EC042_pAA034
EC042_pAA034
EC042_pAA034
EC042_pAA034
EC04
2_pA
A034
EC042_pAA034
EC042_pAA034
EC042_pAA034
EC042_pAA034
EC042_pAA035EC042_pAA035
EC042_pAA035
EC042_pAA035
EC042_pAA035
EC042_pAA035
EC042_pAA050
EC042_pAA050
EC042_pAA050
EC042_pAA050
EC042_pAA050
EC042_
pAA05
0
EC042_pAA050
EC042_pAA050
EC042_pAA050
EC042_pAA050
EC042_pAA158
EC042_pAA158
EC042_pAA158EC042_pAA158
EC042_pAA021
EC042_pAA022
EC042_pAA023
EC042_pAA023
EC042_pAA042
EC042_pAA042
EC
042_
pAA
042
EC042_pAA062
ydiE(hemP)
capU
aaiC
sigA
pic
pic
air
blaCTX-M-15
blaTEM-1
sepA
aap
aggR
aggA
aatB
aatA
EC042_pAA035
EC042_pAA023
EC042_pAA042
5.0
4.5
0.5
1.0
1.5
2.0
2.5
3.0
3.5
4.0
4.5
5.0
0.5
1.0
1.5
2.0
2.5
3.0
3.5
4.0
ydiE(hemP)
5.0
0.5
1.0
1.5
2.0
2.5
3.0
3.5
4.0
4.5
5.0
Outbreak Strain C227-11
55989
EC04
2_pA
A011
EC04
2_pA
A011
EC042_
pAA01
1
EC04
2_pA
A013
EC04
2_pA
A014
EC04
2_pA
A021
EC
042_
pAA
022
320
AAp
_240
CE E
C042_pA
A023
EC042_pAA034
EC042_pAA034
EC04
2_pA
A034
EC04
2_pA
A034
EC042_pAA034
EC042_pAA034
EC042_pAA035
EC042_pAA035
EC042_pAA035
EC042_pAA035
EC042_pAA042
EC042_pAA050
EC042_pAA050
EC04
2_pA
A050
EC04
2_pA
A050
EC042_pAA050
EC042_pAA050
EC042_pAA158
EC042_pAA158
110
AAp
_240
CE110
AAp_240
CE
EC042_pAA011
EC
042_pAA
013EC
042_pAA014EC04
2_pA
A021
EC04
2_pA
A022
EC04
2_pA
A023
EC04
2_pA
A023
EC042_pAA034
EC042_pAA034
EC042_pAA034
EC042_pAA034
EC042_
pAA03
4
EC042_pAA034
EC042_pAA034
EC042_pAA034
EC042_pAA034
EC042_pAA034
EC04
2_pA
A035
EC04
2_pA
A035
EC04
2_pA
A035
EC04
2_pA
A035
EC042_
pAA03
5
EC04
2_pA
A035
EC042_pAA042
EC042_pAA042
EC042_pAA042
EC042_pAA050
EC042_pAA050
EC042_pAA050
EC042_pAA050
EC042_
pAA05
0
EC042_pAA050
EC042_pAA050
EC042_pAA050
EC042_pAA050
EC042_pAA050
EC04
2_pA
A062
EC042_
pAA15
8
EC04
2_pA
A158
EC04
2_pA
A158
EC04
2_pA
A158
capU
aaiC
sigA
pic
pic
air
ydiE(hemP)
capU
aaiC
sigA
pic
pic
air
E.coli
David A. Rasko
David PacBio RS
E.coli
E.coli
E.coli
E.coli
DNA
bp
NGS
GC
![Page 31: G ³ ¶ < = ÿ ¼ À ò 7 B ³~ 6 Ã ã H · Cathy L. Barr, Bing Ren et al, ... Peter J. Campbell, Breast Cancer Working Group ofthe International Cancer Genome Consortium et al,](https://reader031.vdocument.in/reader031/viewer/2022022018/5b8f2a2809d3f2103e8bfa51/html5/thumbnails/31.jpg)
Gene Express
29
PacBio
PacBio RS NGSaye-aye
DNA
PacBio
JGI
PacBio RS Tb DNA
GC
Gaps in Dpseudo Assembly
Gap Size
Freq
uenc
y
0
050
010
0015
0020
00
Total of 6029 Gaps. Total Gap Length 6,675,902 (5% of the Genome)
Contig N50
Scaffold N50
Total Size
D. pseudo v2.0 53,053 bp 12.52Mb 152.7Mb
Contig N50 Scaffold N50
Total Size
Parrot 134.3 Kbp 13.05 Mbp 1.17 Gbp
Gaps in Parrot Assembly
Gap Size
Freq
uenc
y
0 5000 10000 15000 20000
050
0010
000
1500
020
000
Total of 49,376 Gaps. Total Gap Length 154,912,219 (11% of the Genome)
D. pseudo v2.0
D. pseudo Upgraded
Improvement (Magnitude)
Gap Count 6,029 1,902 4,127
(68.4%)
Gap N50 3,703 bp 22,295 bp 18,592 bp
(6x)
Total Gap Size 6.67 Mb 3.12 Mb
3.55 Mb (53.2%)
Contig N50 53,053 bp 208,529 bp 155,476 bp
(4x)
Total ContigSize
146 Mb 151 Mb 5.2 Mb (3.5%)
Scaffold N50 12.5 Mb 11.7 Mb 759 Kb (-6.4%)
Total Scaffold Size
152 Mb 154 Mb 1.68 Mb
(1%)
Parrot Original
Parrot Upgraded
Improvement (Magnitude)
Gap Count 49,376 39,937 9,439
(17.1%)
Gap N50 10,546 bp 11,024 bp 478 bp
Total Gap Size 154.9 Mb 133.5 Mb
21.4 Mb (13.8%)
Contig N50 134.3 Kb 231.3 Kb 97 Kb (1.7x)
Total ContigSize
1.17 Gb 1.2 Gb 30.72 Mb
Scaffold N50 13.0 Mb 12.9 Mb 100 Kb
Total Scaffold Size
1.33 Gb 1.33 Gb ---
Low coverage (0.5X coverage) from PacBio reads & Illumina paired end reads (38X) improve assembly
0
2,000
4,000
6,000
8,000
10,000
12,000
14,000
16,000
18,000
N25 N50 N75
bp
PacBio+Illumina
Illumina Only
Total Contigs: 3,237,204 347,237 (9.3X) Total Scaffolds: 2,564,533 273,317 (9.4X)
R
R
R
R
gaps kb。
PacBio
X k subread
gaps PacBio
gap
gap
Biotechniques
denovo gap PCR
Kb gap
PacBio
SMRT Cell PacBio
Kb gap GC
hairpin
Sanger Improving genome
assemblies by sequencing PCR products with PacBio.Xiaojing
Zhang, Karen W. Davenport, Wei Gu et al. Biotechniques Vol.
53 No. 1 2012
SMRT
PacBio
N
PacBio RS
mate-pair
PacBio
anger DX
PacBio RS
PacBio
FoxP2 egr1
Nature Biotechnology
Hybrid error correction and de novo assembly of
single-molecule sequencing reads.Sergey Koren, Michael C
Schatz, Brian P Walenz et al. 1 July 2012; doi:10.1038/nbt.2280
RS S-
Schatz M 对酵母和水稻运用PacBio技术进行测序
利用二代测序和PacBio数据进行混合拼接 结果分别将
Scaffolds数减少了4%和6%。通过二代和三代数据的混合
拼接 可以大幅提高基因组拼接效率。NGS平台所获得的
海量数据
有益的信息。
Weill Cornell Christopher Mason X
PacBio RS X NGS
PacBio
Contig
可在PacBio测序步骤得到解读 从中获得更多
![Page 32: G ³ ¶ < = ÿ ¼ À ò 7 B ³~ 6 Ã ã H · Cathy L. Barr, Bing Ren et al, ... Peter J. Campbell, Breast Cancer Working Group ofthe International Cancer Genome Consortium et al,](https://reader031.vdocument.in/reader031/viewer/2022022018/5b8f2a2809d3f2103e8bfa51/html5/thumbnails/32.jpg)
Gene Express
30
PacBio DNA pulse
Pacbio DNA SMRT view
motif
DNA PacBio RS
DNAG G A G A T C A G C A G A G A A C G G C T T T C T C C A G G C T T C A A A A A T A A A C A T T T T A A A T G C C A C A G A A C G T A G A G G C T G T T C A C A G T G G T T T C A T G G T G C C
G A A G A T C A G C A G A G A A C G G C T T T C T C C A G G C T T C - A A A A T A A A C A - T T T A A A T G - C A C A G A A C G - A G A G G C T G T T C A C A G T - G T C T C A T T G T G C CG A A G A T C A G C A G A G A A C - G C - T T C T C C A - G C T T C A A A A A T A A A C A - - T T A A A T G - C A A A G A A - G T A G A G G C T G T T C A C A G T - G T T T A A T G G T G C CT G A G A T C A G C A G A G A A C G G C - T T C T - C A G G C T T C A A A A A - A A A - A A T T T - A A T G C C A C A G A A C G - A - A G G C T G - T C A C A G T G C T A T C A T G G T G - CG C A G A T C A G C A G A G A A C G G C T T T C T C C A G G C T T C A A A A A T A A A C A T T T A A A A T G C C A C A G A A C G T A G A G G C T G T T C A C A G T G G T T T C A T - G T - C CG A A G A T C A G C A G A G - A C G C C T T T C T C C A T G C T T C A A A A A - A A A C A T T T T A A A T G C C A C A G - A C T T A G A - G C - G T T C A C A G T G G T T T C A T G G T G C C
T G A G A T C A G C A G A G A A C G T C - T T C - C C A G G C T T C A A A A A T A A A C - - T T T A A A T G C C A C A G A A C G T A G A G G C T G - T C A C A G T G G T T T C A T G G T G - CG A A G A T C - G C A G A G A A C - G C T T T C T C C A - G C T A C - A A A A T A A A C A T T T T A A A T G C C A C A G A A C G T A G A G G C T G T T C A C A - T G G T T T C A T G G T G G C- G A G A T C A G C A G - G A A C G G C T T T C T - C A - G C - T C - A A A A T A A A C - T T T T - A A T G C C A C A G A A - - T A G A G G C T G - T C A C A G T G G T T T C T T G G T G C C- G A A A T C A G C A G A G A A C - G C T T T C T - C A - G C T T C - A A A A T A A A A A T T T T - A A T G C C A C A G A G C G T A G A G G C T G - T C A C A G T - G T T T C A T T G T G - CG A A G A T C A G C A G G G A A C G G C T T T C T C C A - G C T T C - A A A A T A A A C - T T T T A A A T G C C A C A G A A C G T A G A G G C T G T T C A C A G T G G T T T C - T G G T G C C- G A G A T C A G C A G A G A A C - G C T T T C - C C A G G C T T C A A A A A T A A A C A - T T T A A A T G C C A C A G A C C G T A G A G G C T G T T C A C A T T G G T T T C A T G G T G C C
- G A G A T C A G C A G A G A A C G G C T T T C T C C A G G C - T C A A A A A T A A A C A - - T T A A A T G C C A C A G A A C G T A G A G G C T G - T C A C A G T - G T T T C A T G G T G C C- G A G A - C A G C A G A G A A C G G C T T T C T C C A G G C T T C - - - A A - A C A C A - - - T A A A T G - C A C A G A A C T T A G A - G C T G T T C A - A G T - G T T T C A T - G T G C C
G A A G - T C - G C A - A G - A C G G C T T T C T C C A - G C T T C - - A A A T A A A C A T T T T A A A T G - C A C A G A A C A T A G A G G C T G T T C A C A G T G G T T T C A G G G T G - C
2.50
1.25
0.00IPD (s)
45826070 45826080 45826090 45826099 45826108 45826118 45826128 45826137 45826146 45826156
Chromosome 1 position (bp)
Reference
Forward
strand
reads
Reverse
strand
reads
c
45826000 45826050 45826100 458261500
500
1,000
1,500
2,000
Time (s)
Chromosome 1 position (bp)
0 100 200 300 400 500 600 70001020304050 T
GCA
Fluorescence
intensity (a.u.)
Time (s)
700 800 900 1,000 1,100 1,200 1,300 1,40001020304050
Fluorescence
intensity (a.u.)
Time (s)
1,400 1,500 1,600 1,700 1,800 1,900 2,000 2,10001020304050
Fluorescence
intensity (a.u.)
Time (s)
R
R
R
R
R
R
F
F
F
F
F
a b Figure 3 | Example of 5-hmC detection by SMRT sequencing from mESC genomic DNA. ( a ) The raw SMRT sequencing read. A.u., arbitrary units. (b) Sequencing subreads from the SMRTbell template, mapped onto mouse chromosome 1 over the sequencing time course. Pauses appear as discontinuities as the polymerase temporarily stops progressing along the DNA template. F, forward strand reads; R, reverse strand reads. (c) Subreads are grouped and annotated by IPD values in a heat-map scale, identifying a hemi-hydroxymethylated CG position in this DNA molecule. Arrows indicate consistent pausing of the polymerase (that is, large IPD value) at the same genomic position across multiple intramolecular subreads, indicating the presence of a 5-hmC adduct.
Novel sequence motif: CTGCAG
Lambda-like phage element specific to outbreak strainContains stxABContains putative methyltransferase and restriction enzyme for CTGCAG motif
55989 (inner track)C227-11 (Outbreak strain)C734-09C35-10C682-09C760-09C754-09 C777-09 (outer track)
Novel sequence motif: CTGCAG
Matt Waldor – HarvardRich Roberts – New England BiolabsEric Schadt, Gang Fang – Mt. Sinai
Oxidative Damage
DNA DNA
DNA
PacBio RS
Nature
5-mC 5-hmC
N6-A
PacBio de
Novo EAEC
BGI
PacBio New England Biolabs
CTGCAG motif
CTGCAG CTGCAG
PacBio
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Gene Express
31
PacBio DNA IPD
Target Resequencing
PCR
PacBio RS cell
PacBio RS
UV Radiation
Figure 2: Example of a figure caption
noitaidaR gnizinoInoitalyklAPCR
SNP
PacBio RS
SNP Broad
PacBio
de novo SNP(
Nature Methods
PacBio
BCR-ABL
bp
PacBio RS
BHSC PacBio
Kosrae
Kosraen
Kosraen
kb PCR扩增子 PacBio
bp bp
SMRT
G
T3 AML
PacBio FLT3
Kb
FLT3
FLT3
PacBio
Nature FL-
RS
RS
SNP
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Gene Express
32
FLT3
UC Davis CGG Trace
ChIP Sequencing
DNA
DNA
PacBio RS
ChIP DNA
DNA
GC AT
GC
UC Davis
X FMR1 CGG
X
X
X FRM1
CGG
CGG X
FXTAS CGG
X FRM1
FMRP Oostra, B.A. and R. Willemsen, FMR1: a gene
with threefaces. BiochimBiophysActa,2009. 1790 (6): p. 467-77.
CGG Sanger
PacBio
CGG
PolyA A
PacBio RS PCR
ral-pallidoluysian atrophy,DRPLA)
ATN1 atrophin1 CAG
CAG
CAG
CAG
CAG
PCR CAG
GC PCR
Pacbio RS
DNA
PCR
DNA DNA
nt
DNA DNA
PacBio RS CCS SMRT cell
CAG CCS
Pre-Treatment Relapse Normal Control #1
Subject Number Mutation Native
CodonAlternative Codon
Observed Alternative Codon
Frequency in ITD+
Sequences
Total Number of ITD+ Sequences Sampled
Observed Alternative Codon FrequencyIn ITD+ Sequences
Total Number of ITD+ Sequences Sampled
Observed Alternative Codon Frequency
Total Number ofSequences Sampled
1009-003 D835Y GAT TAT 0.21% 482 8.4% 332 0.00% 768
D835V GAT GTT 0.00% 482 3.3% 332 0.13% 768
D835F GAT TTT 0.00% 482 10.2% 332 0.00% 768
1011-006 D835Y GAT TAT 0.00% 196 41.0% 402 0.00% 768
1011-007 F691L TTT TTG 0.18% 561 6.2% 341 0.22% 450
D835Y GAT TAT 0.00% 930 3.0% 436 0.00% 768
D835V GAT GTT 0.43% 930 29.6% 436 0.13% 768
1005-004 F691L TTT TTG 0.00% 496 29.6% 513 0.22% 450
1005-006 D835Y GAT TAT 0.00% 171 39.5% 261 0.00% 768
D835F GAT TTT 0.00% 171 2.7% 261 0.00% 768
1005-007 D835Y GAT TAT 0.00% 57 4.0% 378 0.00% 768
D835V GAT GTT 0.00% 57 47.4% 378 0.13% 768
1005-009 D835Y GAT TAT 0.00% 19 50.6% 445 0.00% 768
1005-010 F691L TTT TTG 0.00% 387 25.3% 150 0.22% 450
CGG repeat core
(dentatorub-
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Gene Express
33
PacBio cDNA
SMRT PacBio
RNA
SMRT ZMW DNA
RNA DNA
DNA SMRT bell
SNP kb以
上 DNA
DNA CNV
FISH
PCR、Sanger
PacBio
PacBio
kb Mb
缺失位点
MDA PacBio RS
PCR SNP
PacBio RS
SNP
PacBio
RNA
cDNA
PacBio RS
[1]Chen-Shan Chin et al. The Origin of the Haitian Cholera Outbreak Strain,December 9, 2010. The New England Journal of Medicine.[2] David A. Rasko, Ph.D.et.al . Origins of the E. coli Strain Causing an Outbreak of Hemolytic–Uremic Syndrome inGermany. N Engl J Med 2011[3] Adam English et al. Mind The Gap: Upgrading Reference Genomes with Pacific Biosciences RS Long-Read Sequencing Technology. Poster[4]http://www.ebiotrade.com/speech/down/Gene120420/play2.htm[5]Schatz M. et al. Combining short (Illumina) and long (PacBio) NGS reads to improve de novo genome assemblies. Poster[6] Benjamin A. Flusberg et.al Direct detection of DNA methylation during single-molecule, realtime sequencing. Nat Methods. 2010 June ; 7(6): 461–465. [7]Chun-Xiao Song et.al. Sensitive and specific single-molecule sequencing of 5-hydroxymethylcytosine. Nature Methods, 20 November 2011.[8]Schadtetal. Modification Analysis of German E.Coli /2012_03/presenta tions.php[9]Tyson A. Clark et.al. Direct Sequencing and Identification of Damaged DNA Bases. Genome Integrity 2011, 2:10 [10]Michael Brown, Jason Chin. “BCR-ABL Haplotype Rare Variant Project.” Menlo Park, CA: Pacific Biosciences, 2010.[11]Adam English et.al. SMRT Sequencing of Whole Mitochondrial Genomes and Its Utility in Association Studies of Metabolic Disease.Poster[12]Catherine C. Smith et. al. Validation of ITD mutations in FLT3 as a therapeutic target in human acute myeloid leukaemia. Nature[13]Paul Hagerman MD. Sequencing the Unsequenceable: Expanded CGG Repeats in the Human FMR1com/forms/webinar_paul_hagerman.html[14]Jason Walker et.al. 1Single-Molecule, Real-Time (SMRT®) DNA sequencing facilitates long trinucleotide repeat characterization.
eakStrain Yields New Insights. http://www.pacb.com/newsletter
Gene. http://www.pacificbiosciences.
Outbr-
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Gene Express
34
Laser Micro Dissection LMD
DNA、RNA
MMI Molecular Machines & Industries
(CellCut Plus SmartCut Plus)
(CellEctor Plus) (Cell Manip-
ulator Plus) MMI
MMI CellCut Plus
nm
X µm
XY
µm
Serial Section Function
RNA
CellCut Plus
PTP,
Positive Target Positioning
Serial Section
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Gene Express
35
Z-Drill
Z-Drill Function
CellCut Plus X/Y
Z Z
Z-Drill
CellEctor Plus MMI
CCD XY
CCD
CellEctor Plus
nL
MMI PCR
Realtime PCR CellEctor Plus
DNA-free Ampligrid
Amplispeed SlideCycler Preamplification
Realtime PCR DNA
CellManipulator Plus
Schipper H HMM
nf bp
bp
nf bp
NF HMM
(Schipper H et al,Mutational analysis ofthe nf2 tumour
suppressor gene in three subtypes of primary humanmalignant
Cell Manipulator Plus
pulator Plus optical tweezer
nm W
PN
μm μm Z
MBPS-Multibead positioning detector
QD quadrant detector
DNA
Actin/myosin
pipettingmaster mix
Loading 1μlto AmpliGriddemo slide
Covering mastermix with 5μl
sealing solution
transferring slideto
themal cycler
PCRamplification
addingloading dyeto reaction
Rummingagarose gel
Result ofchr 21
specific PCR
CellMani-
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Gene Express
36
Pugh,T.J et al,Correlations of EGFR mutations and increases in EGFR and HER2 copy number to gefitinib response in a retrospective analysis of lung cancer patients.2007 Cancer7,128
Sánchez-Aguilera A et al,Silencing of the p18INK4c gene by promoter hypermethylation in Reed-Sternberg cells in Hodgkin lymphomas.2004,Blood 103,2351-2357
mesotheliomas.2003,Int.J.Oncol.22,1009-1017)
Gefitinib
FR Pugh
TJ EGFR、HER2 Gefitinib
gefitinib
DNA EFGR
FISH EGFR HER2
EGFR HER2 EGFR、
HER2 Gefitinib
palmar fidromatosis Dupuytren
Wang L
MMI
DNA X
PCR X
(ZhuHetal, Clonal analysis of palmar fibromatosis: a study
whether palmarfibromatosis is a real tumor. J.Transl. Med
2006,4,21)
4 p18INK4c CDK CDK6/CDK4
p18INK4c B
p18INK4c
Sánchez-Aguilera p18INK4c
p18INK4c
Reed-Sternberg RS
B p18INK4c
p18INK4c p18INK4c RS
RS DNA
PCR p18INK4c
p18INK4c
p18INK4c
p18INK4c
RS
LMD
MMI CellCut Plus
,CellEctor Plus Cell Manipulator
Plus
BA C
EG-
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37
Gene Express
Covaris
Covaris CryoPrep
Covaris AFA
Covaris AFA
Covaris AFA
Covaris
CryoPrep
CryoPrep
CryoPrep
AFACovaris AFA Covaris
AFA
DNA Covaris AFA
M、S、E、L
Covaris AFA
CryoPrepCryoPrep
CryoPrep
CryoPrep
CryoPrep
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Gene Express
38
Covaris AFA
Covaris
Covaris
CryoPrep
CryoPrep
RNA RNA
CryoPrep
Covaris RNA
DNA/RNA
RNA Covaris AFA
RNA
Covaris
Covaris AFA
Covaris
Covaris
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Gene Express
39
TM
Eco PCRCq
Average
Cq
Standard
Devia�on of Cq
Maximum
Cq
Minimum
Cq
24.131 0.063 24.339 24.017
Eco PCR
LED
LED
LED
CCDTMEco PCR
PCR
CV
PCR PCR
Cq
Eco
Eco PCR
(nm) (nm)
1 452 - 486 505 - 545 SYBR Green I, FAM
2 452 - 486 562 - 596 HEX, JOE, VIC
3 542 - 582 604 - 644 ROX, Texas Red
4 542 - 582 665 - 705 Cy5, Quasar 670
Eco PCRTM
Eco PCRTM
EcoTM
Eco PCR Illumina
PCR
David Baltimore
Axel Scherer
Eco PCR
PCR
High Resolution Melt(HRM)
Eco PCR Netbook
TM
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Gene Express
40
Eco PCRHRM
Eco PCR
Eco PCR
Eco PCRSYBR
EcoExcel,
CSV, PDF PPT ; .jpeg .bmp
Eco
MIQE(The Minimum Informationfor Publication of Quantitative
Real-Time PCR Experiments) PCR
Eco PCR PX2
∆∆
Eco PCR
Real-Time PCR
Cq
(HRM)
Eco
PCR R Eco
PX2 log
Slope PCR
R
Eco PCR
Forman O.P Illumina
Eco PCR FAM83H BCAN
ACTB
BCAN
FAM83H
∆∆ Cq
HRM
Eco Real-Time PCR
System High Reso-
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Gene Express
41
FAM83H BCANACTB
HRMM.carinatus
M. carinatus( M holotrachys M. whitsoni D:M. spp
TM
PCR仪 PCR DNA
PCR
ECOTM Real-Time
1.Forman,O. P.,Penderis, J., Hartley, C., Hayward, L. J., Ricketts, S.L.
& Mellersh, C. S. (2012) Parallel Mapping and Simultaneous
Sequencing Reveals Deletions in BCAN and FAM83H Associated with
Discrete Inherited Disorders in a Domestic Dog Breed. PLoS Genet, 8,
e1002462.
2.TaylorFC.Mutation scanning using high-resolution melting.
Biochem Soc Trans, 2009, 37, 433-437.
3.E.M.Fitzcharle. Rapid discrimination between four Antarctic fish
species, genus Macrourus, using HRM analysis. FisheriesResearch .
2012.02.002
lution Melt (HRM)
HRM
PCR LC Green
plus PCR DNA
DNA
DNA DNA
DNA GC GC
Tm
Eco PCR HRM
E.M.Fitzcharle
HRM
E.M.Fitzcharle Illumina
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Gene Express
42
sam5
sam5
sam5
E-Cadherin Ep-CAM
sam5 BLUE
SAW Instruments GmbH sam5
Surface Acoustic Wave,SAW sam5
SAW
surface plasmon resonance SPR
SPR
sam5
sam5
sam5 green samX
samX
channels
sam5 SAW
igital Transducers IDT
pg/mm
phase
Viscoelastic
amplitude
sam5
sam5 GREEN samX sam5 BLUE
sam5 blue GREEN samX
sam5 sam5 BLUE
Interd-
2 realmass
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Gene Express
43
2D-COOH SAM
DMSO
DMSO
sam5
Tom Blundell
sam5 DMSO
MB605
sam5
sam5sam5
Wang, X sam5
EMA
sam5
sam5
Christopher
PL1 CAPAN2
ng
Tom CM-dextranMB605 (5μM,1.25μM,
2.5μM)DMSO MB605
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Gene Express
44
sam5
[1] Wang,X.,et al. Conformational chemistry of
surface-attachedcalmodulin detected by acoustic shear wave
propagation, Mol. Bio. Syst. 2: 184-192 (2006)
[2]Christopher D. CorsoBSa, Desmond D. Stubbs
MSb,.Real-time detection of mesothelin in pancreatic cancer
cell linesupernatant using an acoustic waveimmunosensor.
Cancer Detection and Prevention; 30: 180–187 2006 .
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truChIP™
CryoPrepAFA-Series
The Covaris ChIP Process--From Tissue/Cultured Cell to Sheared Chromatin
Snap freeze fresh tissue sample
Dry pulverize sample into a fine powder
Prepare sample for extraction with Covaris truCHIP Kit
Shear chromatin with highly controlled AFA acoustic energy Obtain reproducible shearing results that your assay can rely on
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CytoScan HD ArrayCytoScan 750K Array
Kitted Reagents
(ChASChromosome Analysis Suite
) Software Instrumentation
GCS 3000
GCS 3000 Dx2
SNP
y aan HHDD ArrayyCyytooSScaann 77500K ArrayyCCyttooSc
SNP
Instrumenntaatioon
GCS 300000
GCS 300000 Dxx22
Kitteed Reaaggeenttss