SlideShare une entreprise Scribd logo
1  sur  61
Clinical Applications of NGS
  - Genomics, NIFTY and Beyond



             Dr. Ying(Abby) LIU, MD PhD
                 liuying2@genomics.cn
The stories all began
 with these images!
Principle of High Throughput Sequencing




        1. incorporation       1. Incorporation            1. Incorporation
                               2. Elute and scan           2. Elute and scan
                                                           3. Cleavage




                           C                       C
           C                                                   C
T                                                      T
               A                                                   A
    G                                                      G
                                                                               3
BGI Brief
• Largest genomics research center in the world
   – 137 Hiseq2000, 27 AB Solid, 1 Roche 454, 2 Miseq, 1 Ion Torrent, 30
     AB 3730

• Strong leader board and qualified employees
   – More than 4000 employees including 1500 bioinformaticians

• Extraordinary super computer and cutting-edge cloud
  computing technique
   – 102T flops/ 10PB storage/ 20TB memory

• Numerous high-quality publications on top academic
  Journals
   – Nature/ Science/ …
BGI Introduction
• Founded in 1999, for 1% of HGP
• Now the largest genomic organization in the world




                  9.1.1999 in London
Milestones of BGI
                                           BGI-Beijing, 1999
   BGI-Americas, 2010
                        BGI-WH, 2010

                                                               BGI-HZ, 2001




                                                                 BGI-SZ, 2007
BGI-Europe, 2010


                                       BGI-HK, 2009
The Only Gene Giant Covering 55 Countries
      (Science 2.2012)

                         Copenhagen




                                                      Kobe
          Philadelphia
UCD
                                                Shenzhen




                                      SA
                                           Canberra
Partners
3000+ Institutes/Hospitals,15000+ Collaborators
Selected Large-Scale Projects in BGI
Selected Top Publications of BGI
Discovery Based on Large Data


 1977




 1980




 1996   1998
         1998   2000   2001   2002   2004   2005   2006   2007   2008        2009   2010   2011
                       2001




1.Life periodic table can be summarized
2.It will have laws as genetic central dogma
3. It can be elaborated in mathematical language
                                                                        15
Organization Structure
BGI’sGene Test Strategy for Hereditary Diseases

  Before               Before
                                           Prenatal            Newborn
 Marriage            Pregnancy




                                          Screening/           Screening/
Screening            Screening
                                           Diagnosis            Diagnosis


                                                               Monogenic disease
Monogenic disease    Monogenic disease
                                              NIFTY
                                                               Hearing impairment
Hearing impairment   Hearing impairment   Monogenic disease    Inherited metabolic
                                          Hearing impairment         diseases
NIFTY- Non-Invasive Fetal Trisomy Test
-BGI Experience
Screening tests               Diagnostic tests

• Serum biochemical test;    • Karyotyping (G-
  ultrasound scan              banding or FISH)
• Non-invasive               • Invasive
• Affordable                 • Expensive
• Less accurate              • Highly accurate
• Low detection rate         • High detection rate
• High false positive rate   • Low false positive rate
A safe prenatal screening test for
             fetal chromosomal aneuploidy

  Screening tests                  Diagnostic tests

• Serum biochemical test;      • Karyotyping (G-
  ultrasound scan                banding or FISH)
• Non-invasive                 • Invasive
• Affordable                   • Expensive
• Less accurate                • Highly accurate
• Low detection rate           • High detection rate
• High false positive rate     • Low false positive rate
What is NIFTY Test?
Non-Invasive Fetal TrisomY

A superior screening test

Analysis of fetal cell free DNA in maternal plasma

Based on NGS and bioinformatics

Evaluate the likelihood of fetal trisomy 21, 18, 13

High detection rate and low false positive rate
Scientific Discovery


 Fundamental Features of Cell-Free Fetal DNA
• Short fragments of 145-200bp, derived from
  placental trophocytes
• 970 times greater than fetal cells DNA   in
  maternal blood.
• Detectable in maternal plasma from the 5th
  week of gestation.
• Concentration increase as the gestation age
  grows
• Disappears soon after childbirth
The Principle of NIFTY
                                                                                         cell-free DNA
                       50bp
                                                                     Chr6
                                                                     Chr18
                                                                     ChrX
        AACGT------                                                  Chr21
        CGATA-------                Bioinformatics                   Chr7                Sequencing &
        TAGGC------                                                  Chr13
        ATCGC------                                                  Chr11                Alignment
                                                                     ChrY



    Normal
                                                                                          Sequence
                                                                                          Counting
     T 21



Cov-chrN =         Effective number of sequencing fragments on chr N of sample           Bioinformatics
               Effective number of sequencing fragments on chr N of reference sequence      Analysis
ChrN t-Score                   Cov-Depth—Cov-Depth of reference sample
                  =
Of testing sample                Standard deviation of reference sample


                               log ( Possibility of normal)
                                                                                            Report
 L-value=
                              log (Possibility of abnormal)
                                                                                                         26
The Statistic Model of NIFTY
         100 cell-equivalent free DNA /ml plasma
              95from mother, 5 from fetus
     Normal Pregnancy                  T21 Pregnancy
Mother Chr 21:   Fetus Chr 21:   Mother Chr 21:    Fetus Chr 21:
  95X2=190          5X2=10         95X2=190           5X3=15

       In maternal blood              In maternal blood
    Total Chr 21=190+10=200        Total Chr 21=190+15=205




             Statistics for Tscore and L score
             • GC correlation
             • Binary hypothesis statistics analysis
The Performance Comparison of Statistics-I
                                                                                                                   Our approach with GC
                                             Standard z-score approach         z-score approach with GC-           correlation and binary
                                                                                      bias removal                    hypothesis t-test
    Items
                       Diagnostic
                    (number of cases)      Sensitivity (%) Specificity (%)   Sensitivity (%)   Specificity (%) Sensitivity (%) Specificity (%)


                  Trisomy 13 detection
                        (2 cases)              50%             99.89            100%              100%            100%             100%

  Autosomes            Trisomy 18
                   detection(12 cases)       91.67%            100%             100%             99.89%           100%            99.96%

                  Trisomy 21 detection
                       (16 cases)            93.75%            100%             100%              100%            100%             100%

                  XO detection (3 XO,1        not             not               not               not
                    XO/XX chimera)                                                                                 75%            99.5%
                                            available       available         available         available
 Heterosomes                                  not           not                 not            not
                  XXY detection (1 case)                                                                          100%             100%
                                            available available               available     available
                                              not           not                 not            not
                 XXY detection (2 cases)                                                                          100%             100%
                                            available available               available     available
            Binary hypothesis                    not available                     not available                        available
Note: Data from 903 samples with full karyotypinginformation

                                                                                                                                     28
The Performance Comparison of Statistics-II
Comparison of BGI’s approach (green)
with other approaches (orange and yellow)
PCT/CN2011/001070
NONINVASIVE DETECTION OF FETAL GENETIC ABNORMALITY
Clinical Validation (Phase I)
Study Design and Aim: – In 3464 Samples
   3464 singleton pregnancies           – Validation of the NIFTY in predicting
  with high risk of T21, T18, T13
                                          the fetal risk of trisomy 21, 18, and 13
                                          in high risk population by a double
   Plasma DNA from maternal
        peripheral blood                  blind test
                                            – Evaluation of sensitivity and specificity
            NIFTY test
                                              of the NIFTY by comparing to
                                              karyotyping result (clinical gold
                                Double blind standard)
                                        Karyotyping by AF, CVS, Cord
     Bioinformatics analysis
                                                  blood

                                        – Provide supports for large-scale test in
    Calculate sensitivity and             real clinical setting
           specificity
NIFTY Validation Results (Phase I)
                                              T21      T18       T13
         NIFTY positive                       189       64        10
     Karyotyping positive                     188       63        10
       False positive No.                     1*        1*        0
      False Negative No.                       0        0         0
            Sensitivity                  100.00%      100.00%   100.00%
            Specificity                      99.97%   99.97%     100%
      False Positive Rate                    0.03%    0.029%     0.00%
      False Negative Rate                    0.00%     0.00%     0.00%
   Positive Predictive Rate                  99.49%   98.44%    100.00%
*caused by insufficient sequencing   depth
Large-scale Clinical Test (Phase II)
     Qualified maternal blood samples (n=11184)
               • Gestational week from 9 – 28 weeks, averagely 20 weeks
               • Maternal age from 18 – 45 years, averagely 31 years
               • 4522 screening test high risk pregnancies
               • 2426 screening test low risk pregnancies
               • 2720 other high risk factors (AMA, abnormal NT, previous abnormal
                 pregnancy, etc.)
               • 1387 screening not done                    0.7% of all samples
                        Unable to produce results (n=79; failed DNA
                       extraction, library construction, or sequencing)
99.3% of all samples
     Pregnant women with NIFTY results (n=11105)


        Positive (n=190)                          Negative (n=10915)
                                           Dan, S., et al., Prenatal Diagnosis, 2012: p. 1-8
NIFTY Results in 11105 Samples




                                        Positive Results                Negative
                      No. of Cases
                                     T21       T18      T13             Results
      NIFTY              11,105      140        42       0               10915
    Karyotyping        182 + 2818     139         41           0           2818
False Positive Rate                  0.03%      0.03%         n/a
False Negative Rate                    0%        0%           n/a
  Detection Rate                     100%       100%          n/a
     Specificity                     99.6%      99.6%         n/a
                                     Dan, S., et al., Prenatal Diagnosis, 2012: p. 1-8
Dan, S., et al., Prenatal Diagnosis, 2012: p. 1-8
         Real Clinical Setting in 11,105 Singleton Pregnancies
Maternal age
   Median (yr)                                                                          31
   Advanced maternal age (>=35 yr)                                                3,858(34.74%)
18–24 yr (n, %)                                                                     918(8.27%)
   25–29 yr (n, %)                                                                3,439(30.97%)
   30–34 yr (n, %)                                                                2,890(26.02%)
   35–39 yr (n, %)                                                                3,188(28.71%)
   ≥40 yr (n, %)                                                                    670(6.03%)
Parity
Nullipara (n)                                                                  6,053/11,105(54.51%)
Gestational age at blood sampling
    Median (wk)                                                                          20
    Range (wk)                                                                          9-28
    9 to 12 week (n, %)                                                              371(3.34%)
    13 to 16 week (n, %)                                                           1,963(17.68%)
    17 to 20 week (n, %)                                                           5,598(50.41%)
    21 to 24 week (n, %)                                                           2,665(24.00%)
    25 to 28 week (n, %)                                                             508(4.57%)
History or family history of aneuploidies (n)                                     68/11,105(0.61%)
Presence of sonographic markers of chr abnormalities (n)                         317/11,105(2.85%)
Had conventional Down syndrome screening tests
    Yes – Screening positive (n, %)                                            4,522/6,948(65.08%)
    Yes – Screening negative (n, %)                                            2,426/6,948(34.92%)
    No – with one or more of other risk factors* (n, %)                        2,770/11,105(24.94%)
    No – without any risk factors* (n, %)                                      1,387/11,105(12.48%)
Current Clinical Pipeline


                                       AMA,
                                       Previous affected fetus,
                                       Recurrent miscarriage,
                                       Aneuploidy background




            Dan, S., et al., Prenatal Diagnosis, 2012: p. 1-8
NIFTY Clinical Pipeline


           >98% of invasive            Advanced Maternal Age,
           procedures could be avoided Previous affected fetus,
                                       Recurrent miscarriage,
                                       Aneuploidy background




            Dan, S., et al., Prenatal Diagnosis, 2012: p. 1-8
Data Summary(Jan 2013 updated)
                                                                            Testing Results
Phases                                                   Total cases
                                                                        T21       T18       T13

Up-dated Multi-centered Clinical test of NIFTY             90847        724       253       65
(including the data of Phase I& II validation)
Subtotal for Phase I: Clinical Trial Study (2009-2010)
                                                            3464        189       64        10


Detection Rate                                                         >99.9%   >99.9%   >99.9%

False Positive Rate                                                    0.0121% 0.0080% 0.0040%

PPV                                                                    99.38%   98.67%   96.43%

False Negative Rate                                                      0%       0%       0%

NPV                                                                     100%     100%     100%
Other Rare Aneuploidies-II
T9


Sample ID: PDB11AJ00026
Age: 41
NIFTY: T9
Karyotyping: T9
Other Rare Aneuploidies-III
T16

Sample ID:
PDB11AJ00783

Age: 30

NIFTY: T16

FISH: T16
Other Rare Aneuploidies-IV
Mosaic T21


Sample ID: PDB12AO00267
Age: 38
NIFTY: T21
Karyotyping: 47, XX, +21(88%)
Other Rare Aneuploidies-IV
T21-T7-XXY complex placental mosaic


Sample ID: PDB12AL00732
Age: 37
NIFTY: T21-T7-XXY/XY
Karyotyping: CVS T21-T7-XXY/XY; AF euploid
NIFTY is Suitable for
                      Gestational
                       age 12-24
                         weeks
 Recurrent
                                         AMA or high
miscarriage or
                                            risk
     IVF
                        NIFTY


                                       Refuse to
   Inappropriate
                                    receive invasive
  for invasive test
                                          test
NIFTY Workflow
                            Hospital

 Pre-test
              Blood        Bar-         Plasma                  Post-test
counselin                             preparation
            collection    coding                               counseling
    g




                    BGI Clinical Laboratories: 10 days


                     Laboratory    Bioinformatics   Report
                       testing        analysis      delivery
BGI Systems
Sample Management            Laboratory

                                    Effective lab space
                                    separation
  Unique Identification

                                    Progressively
                                    decreased pressure


    Sample Location
                                    Restricted traffic flow




  Storage Capability
                                                       46
Sample Requirements

Blood sampling                 Packing for delivery
• 5-10ml in EDTA tube          • Strong support in case of
• Clearly labeled                damage
                               • Enough dry ice to keep
                                 frozen

Plasma preparation             Sample storage
• Immediately extract          • -20℃ for a week, -80℃ for
  plasma                         long term
• Stored at 4℃, extract in 8   • Avoid room temperature
  hours                          and repeated thaw
NIFTY Genetic Testing Report
Low risk:

-The fetus is unlikely to be T21, T18, or T13

-No special medical procedure is recommended

-Routine prenatal checks is suggested

High risk:

-The fetus is likely to be T21, T18, or T13

-Diagnostic procedure such as amniocentesis or
cordocentesis is recommended

More than 98% of cases
Other Rare Aneuploidies
Chromosomal number variations (CNVs) on other
autosomal chromosomes

Chromosomal number variations (CNVs) on sex
chromosomes

Results of other prenatal tests such as biochemical and
ultrasound tests should be considered

Diagnostic procedure such as amniocentesis/cordocentesis
is suggested
BGI Papers




             52
NIFTY Summary

SA F E          5mlmaternal blood
                     Sensitivity99.9%
AC CU R A T E        Specificity99.91%


FA S T            10working days

EA R L Y         from12thweek on



                                         54
Monogenic Diseases Test
-BGI Experience
Background
•   a single mutated gene, Mendelian
    pattern of inheritance                   Autosomal dominant

                                             Autosomal recessive
•   point mutation, frame shift, deletion,    X-linkage dominant
    insertion                                 X-linkage recessive

                                                   Y-linkage
•   Autosomal dominant/recessive; X-
    linked dominant/recessive; Y-linked

•   >6700 monogenic diseases,10-50
    more every year.

•   1 in every 200 newborns

•   Genetic testing is the gold standard
Monogenic Disease Strategies at BGI

Target region capture combined with NGS



Exome/whole genome resequencing



Sanger sequencing
Target Sequence Capture + NGS
                  Target region
    PCR,            capture,
   Sanger             NGS
 sequencing
Mutation Databases
dbSNP       Hapmap          1000 genome   Local genome
frequency   frequency       project       database



                    Normal persons SNV
                        database




                    Single-gene disease
                     variants database

                                                     59
Advantages
High throughput
• Multiplex testing



Full coverage
• Simultaneously detect point mutation, minor insertion/deletion
  (<20bp), and large homozygous deletion/duplication


Accurate
• Test region covers >95% target gene, sensitivity >99%



Automated bioinformatics analysis
• Fast identify mutation; completed disease mutation database
  and control genetic polymorphism database available
Monogenic Diseases
                                                 Psychological health & behavior

  9 diseases    Visual system
                                                 Brain & Nervous system            16 diseases
  1 disease                                      Ear, Nose & Throat                6 diseases
                Oral & dental
  1 disease     Immune system                                                      6 diseases
                                                 Congenital tumor
                Respiratory system                                                 2 diseases
                                                 Circulatory system
  54 diseases Endocrine &
                Metabolic system                 Digestive system                  7 diseases
  8 diseases    Multi-system                     Blood & lymphocyte system         6 diseases
                                                 Urinary & reproductive system
                                                                                   5 diseases

                Musculoskeletal &
  25 diseases   Connective tissue system
                                                 Skin, Hair & Nails                7 diseases




160 common monogenic diseases across 16physiologicaland functional systems
List of Monogenic Diseases (160 diseases)
                               Disease                                                Gene and mutation
                                                                   INPP5E,TMEM216,TMEM67,OFD1,NPHP1,CC2D2A,CEP290,ARL13B,
Joubert syndrome
                                Disease                            AHI1,RPGRIP1L     Gene and mutation
Spastic Paraplegia, Autosomal Recessive and X-linked
 Alport Syndrome, X-Linked                                         CYP7B1,SPG7,SPG11,ZFYVE26,SPG20,SPG21,L1CAM,PLP1,SLC16A2
                                                                    COL4A3,COL4A4,COL4A5
                                Disease
Spastic Paraplegia, Autosomal Dominant dominant
 Polycystic Kidney Disease, Autosomal                               PKD1,PKD2          Gene and mutation
                                                                   ATL1,SPAST,NIPA1,KIAA0196,KIF5A,HSPD1,BSCL2,REEP1,ZFYVE27
 Polycystic KidneyIIDisease, Autosomal Recessive
 Citrullinemia, Type
Metachromatic Leukodystrophy                                        PKHD1
                                                                     ASS1,SLC25A13,ASL
                                                                   ARSA
                                                                    CA4,CRX,FSCN2,IMPDH1,NRL,PRPF3,PRPF31,PRPF8,
                                                                     ACADVL
 RetinitisDehydrogenase,Form Long-Chain, Deficiency Of
 Acyl-Coa Pigmentosa, Very
Refsum Disease, Infantileautosomal dominant                        PEX1,PEX2,PEX26
 Acyl-Coa Dehydrogenase, Short-Chain, Deficiency Of
Arts syndrome                                                       PRPH2,RHO,ROM1,RP1,RP9
                                                                     ACADS
                                                                   PRPS1
 Acyl-Coa Dehydrogenase, Medium-Chain, Deficiency Of
Agenesis Of The Corpus Callosum With Peripheral Neuropathy
                                                                    ABCA4,BEST1,CERKL,CNGA1,CNGB1,CRB1,EYS,IDH3B,
                                                                     ACADM
                                                                   SLC12A6
 Argininosuccinic Aciduria                                          KLHL7,LRAT,MERTK,NR2E3,PDE6A,PDE6B,PRCD,PROM1,
                                                                     ASL
Peutz-Jeghers Syndrome autosomal recessive and X-link recessive
 Retinitis Pigmentosa,                                             STK11
 Argininemia                                                        PRPH2,RGR,RLBP1,RP2,RPE65,RPGR,SAG,SEMA4A,
                                                                     ARG1
Adenomatous Polyposis Of The Colon                                 APC
 Aspartylglucosaminuria                                             SNRNP200,TOPORS,TULP1,USH2A,RHO,NRL
                                                                     AGA
Gilbert syndrome                                                   UGT1A1
 Usher Syndrome to cystathionine beta-synthase deficiency
 Homocystinuria due                                                 USH2A,CDH23,CLRN1,GPR98
                                                                     CBS
Cystic Fibrosis                                                    CFTR
 Waardenburg syndrome
 Tyrosinemia Type I
Tuberous Sclerosis
                                                                    EDNRB,MITF,PAX3
                                                                     FAH
                                                                   TSC1,TSC2
 Glutaric Acidemia I
 Osteogenesis Imperfecta                                             GCDH
                                                                    COL1A1,COL1A2,CRTAP
Marfan Syndrome                                                    FBN1
 IsovalericAcidemia
 Osteopetrosis                                                       IVD
                                                                    CLCN7
Bloom Syndrome                                                     BLM
 Fabry Disease
 Amyotrophic Lateral Sclerosis                                       GLA
                                                                    SOD1,FUS,SETX,TARDBP,ANG,VAPB,FIG4,ALS2
                                                                   ACTG1,CCDC50,COCH,DFNA5,DIAPH1,DSPP,EYA4,GJB2,GJB3,GJB6
 Krabbe Disease                                                      GALC
Nonsyndromic Deafness,Duchenne Dominant (including mitochondiral
 Muscular Dystrophy, Autosomal Type/Becker Type                     DMD
                                                                   ,GRHL2,KCNQ4,MIR96,MYH14,MYH9,MYO1A,MYO6,MYO7A,
 Niemann-Pick Disease                                                NPC1,NPC2,SMPD1
deafness) Congenita, Autosomal Dominant /Amyotonia Congenita
 Myotonia                                                          POU4F3,SIX1,SLC17A8,TECTA,TMC1,WFS1,m.1494C>T,m.1555A>G,
                                                                    CLCN1
                                                                     AGL,ALDOA,ENO3,G6PC,GAA,GYS1,LDHA,PYGM,PGM1,
                                                                   m.7445A>G,m.7510T>C,m.7472insC,m.7511T>C
 Glycogen Storage Disease
 Epiphyseal Dysplasia, Multiple,Autosomal Recessive                 SLC26A2
                                                                     PHKG2,GBE1
 Galactosemia Permanent Neonatal                                   CDH23,DFNB31,DFNB59,ESPN,ESRRB,GJB2,GJB6,GRXCR1,HGF,
                                                                    GALT
 Diabetes Mellitus,                                                  GCK,KCNJ11,INS,ABCC8,PDX1,PTF1A
                                                                   LOXHD1,MYO15A,MYO3A,MYO6,MYO7A,OTOA,OTOF,PCDH15,RDX
Nonsyndromic Deafness,Type II Nongoitrous
 Hypothyroidism, Congenital, Recessive (including mitochondiral
 Mucopolysaccharidosis Autosomal                                    TSHR,TSHB,NKX2-5
                                                                     IDS
                                                                   ,STRC,TMIE,TMPRSS3,TRIOBP,TMC1,USH1C,SLC26A4,BSND,
 Phenylketonuria Dystrophica, Autosomal Dominant
deafness)
 Epidermolysis Bullosa                                              PAH
                                                                     COL7A1
                                                                   PTPRQ,LHFPL5,LRTOMT,SLC26A5,MARVELD2,CLDN14,TPRN,LHFPL5,
 congenital Dysplasia,cortical hyperplasia
 Ectodermal adrenal Hidrotic, Autosomal Dominant                    CYP21A2
                                                                     GJB6
                                                                   m.1494C>T,m.1555A>G,m.7445A>G,m.7510T>C,m.7472insC,m.7511T>C
 Maple Syrup Urine Disease
Deafness, X-linked Recessive                                        BCKDHA,BCKDHB,DBT
                                                                     FANCA,FANCB,FANCC,BRCA2,FANCD2,FANCE,FANCF,FANCG,
                                                                   POU3F4,PRPS1
 Fanconi Anemia
 Wilson Disease                                                     ATP7B
                                                                     FANCI,BRIP1,FANCL,FANCM,PALB2,RAD51C,SLX4
Ataxia-Telangiectasia                                                ATM
Multiple Endocrine Neoplasia                                         RET
Neurofibromatosis                                                    NF1,NF2
Exostoses, Multiple                                                  EXT1,EXT2
Hereditary Breast and Ovarian Cancer                                 BRCA1,BRCA2
Workflow



 Pre/posttest       Sample             DNA           Library
  counseling       collection       extraction     construction


   Report            Family        Bioinformatic
                                                   Sequencing
   delivery        validation         analysis




Turnaround time: 35 working days
Data analysis
• Sequencing quality assessment (depth, coverage)

• Variation sites (dbSNP frequency, HapMap frequency,
  1000 genome frequency, local database frequency)

• Possible mutations (nucleotide change – amino acid
  change)

• Validation & confirmation of pathogenic gene
Report Template
This Test is Recommended for …
Clinics:
•   Patients with clear phenotypes
•   Patients with suspected disease
•   People with no phenotypes but have family history
•   Carrier screening

Research:
• Assisting diagnosis: provide genetic proof for
  uncertain phenotypes
• Disease research: deeper understanding of genetics,
  human mutations
Monogenic Disease Gene Detection
• 160 Monogenic diseases across 16 physiological and
  functional systems

• Peripheral blood or genomic DNA

• Turnaround time: 35 working days

• Available at all life stages – life cycle solution


      Before         Before
                                  Prenatal     Neonatal
     marriage      pregnancy
And Beyond…
• Genetic testing
  –   Thalassemia&hemopathy
  –   HPV, HCV, HBV
  –   Cancer
  –   Metabolic Disorders
  –   Hearing Impairment
  –   Microdeletion&Microduplication
  –   PGD
  –   Arrhythmia
  –   High resolution HLA typing
  –   Exome Sequencing
  –   Personal Genome
  –   …
Clinically Affordable Soon
 $1000 genome will be true very soon
Recent Promotions
• NIFTY (3.18.2013 - 3.29.2013)

 + FREE Test for Newborn Metabolic Disorders


 + FREE Test for Hearing Loss


• HPV Testing (3.18.2013 - 4.18.2013)
Life Cycle Solution
            &
Grand Scale Collaboration




www.genomics.cn   http://birth.bgi-health.com/index
More information:
www.genomics.cn or http://birth.bgi-health.com/index

Contenu connexe

Tendances

Next Generation Sequencing
Next Generation SequencingNext Generation Sequencing
Next Generation SequencingSajad Rafatiyan
 
transforming clinical microbiology by next generation sequencing
transforming clinical microbiology by next generation sequencingtransforming clinical microbiology by next generation sequencing
transforming clinical microbiology by next generation sequencingPathKind Labs
 
Dual index adapters with UMIs resolve index hopping and increase sensitivity ...
Dual index adapters with UMIs resolve index hopping and increase sensitivity ...Dual index adapters with UMIs resolve index hopping and increase sensitivity ...
Dual index adapters with UMIs resolve index hopping and increase sensitivity ...Integrated DNA Technologies
 
Developing a Scalable Upstream Bioreactor Process for Lentiviral Vector Produ...
Developing a Scalable Upstream Bioreactor Process for Lentiviral Vector Produ...Developing a Scalable Upstream Bioreactor Process for Lentiviral Vector Produ...
Developing a Scalable Upstream Bioreactor Process for Lentiviral Vector Produ...Merck Life Sciences
 
Introduction to Next Generation Sequencing
Introduction to Next Generation SequencingIntroduction to Next Generation Sequencing
Introduction to Next Generation SequencingFarid MUSA
 
NGS in Clinical Research: Meet the NGS Experts Series Part 1
NGS in Clinical Research: Meet the NGS Experts Series Part 1NGS in Clinical Research: Meet the NGS Experts Series Part 1
NGS in Clinical Research: Meet the NGS Experts Series Part 1QIAGEN
 
Sequenziamento Esomico. Maria Valentini (CRS4), Cagliari, 18 Novembre 2015
Sequenziamento Esomico. Maria Valentini (CRS4), Cagliari, 18 Novembre 2015Sequenziamento Esomico. Maria Valentini (CRS4), Cagliari, 18 Novembre 2015
Sequenziamento Esomico. Maria Valentini (CRS4), Cagliari, 18 Novembre 2015CRS4 Research Center in Sardinia
 
Next generation sequencing
Next generation sequencingNext generation sequencing
Next generation sequencingARUNDHATI MEHTA
 
Basic Aspects of Microarray Technology and Data Analysis (UEB-UAT Bioinformat...
Basic Aspects of Microarray Technology and Data Analysis (UEB-UAT Bioinformat...Basic Aspects of Microarray Technology and Data Analysis (UEB-UAT Bioinformat...
Basic Aspects of Microarray Technology and Data Analysis (UEB-UAT Bioinformat...VHIR Vall d’Hebron Institut de Recerca
 
Small Molecule Real Time Sequencing
Small Molecule Real Time SequencingSmall Molecule Real Time Sequencing
Small Molecule Real Time SequencingUSD Bioinformatics
 
PacBio SMRT - THIRD GENERATION SEQUENCING TECHNIQUE
PacBio SMRT - THIRD GENERATION SEQUENCING TECHNIQUEPacBio SMRT - THIRD GENERATION SEQUENCING TECHNIQUE
PacBio SMRT - THIRD GENERATION SEQUENCING TECHNIQUEMuunda Mudenda
 
Introduction to Single-cell RNA-seq
Introduction to Single-cell RNA-seqIntroduction to Single-cell RNA-seq
Introduction to Single-cell RNA-seqTimothy Tickle
 
Organoids in immunological research
Organoids in immunological researchOrganoids in immunological research
Organoids in immunological researchAyush Jain
 

Tendances (20)

Next Generation Sequencing
Next Generation SequencingNext Generation Sequencing
Next Generation Sequencing
 
transforming clinical microbiology by next generation sequencing
transforming clinical microbiology by next generation sequencingtransforming clinical microbiology by next generation sequencing
transforming clinical microbiology by next generation sequencing
 
Angiogenesis
AngiogenesisAngiogenesis
Angiogenesis
 
Dual index adapters with UMIs resolve index hopping and increase sensitivity ...
Dual index adapters with UMIs resolve index hopping and increase sensitivity ...Dual index adapters with UMIs resolve index hopping and increase sensitivity ...
Dual index adapters with UMIs resolve index hopping and increase sensitivity ...
 
Developing a Scalable Upstream Bioreactor Process for Lentiviral Vector Produ...
Developing a Scalable Upstream Bioreactor Process for Lentiviral Vector Produ...Developing a Scalable Upstream Bioreactor Process for Lentiviral Vector Produ...
Developing a Scalable Upstream Bioreactor Process for Lentiviral Vector Produ...
 
Introduction to Next Generation Sequencing
Introduction to Next Generation SequencingIntroduction to Next Generation Sequencing
Introduction to Next Generation Sequencing
 
Digital Droplet PCR
Digital Droplet PCRDigital Droplet PCR
Digital Droplet PCR
 
NGS in Clinical Research: Meet the NGS Experts Series Part 1
NGS in Clinical Research: Meet the NGS Experts Series Part 1NGS in Clinical Research: Meet the NGS Experts Series Part 1
NGS in Clinical Research: Meet the NGS Experts Series Part 1
 
Sequenziamento Esomico. Maria Valentini (CRS4), Cagliari, 18 Novembre 2015
Sequenziamento Esomico. Maria Valentini (CRS4), Cagliari, 18 Novembre 2015Sequenziamento Esomico. Maria Valentini (CRS4), Cagliari, 18 Novembre 2015
Sequenziamento Esomico. Maria Valentini (CRS4), Cagliari, 18 Novembre 2015
 
Next_generation_sequencing_AKT_Nov14
Next_generation_sequencing_AKT_Nov14Next_generation_sequencing_AKT_Nov14
Next_generation_sequencing_AKT_Nov14
 
Human Organoids
Human OrganoidsHuman Organoids
Human Organoids
 
Next generation sequencing
Next generation sequencingNext generation sequencing
Next generation sequencing
 
Basic Aspects of Microarray Technology and Data Analysis (UEB-UAT Bioinformat...
Basic Aspects of Microarray Technology and Data Analysis (UEB-UAT Bioinformat...Basic Aspects of Microarray Technology and Data Analysis (UEB-UAT Bioinformat...
Basic Aspects of Microarray Technology and Data Analysis (UEB-UAT Bioinformat...
 
Ngs ppt
Ngs pptNgs ppt
Ngs ppt
 
MDC Connects: Target discovery at AstraZeneca
MDC Connects: Target discovery at AstraZenecaMDC Connects: Target discovery at AstraZeneca
MDC Connects: Target discovery at AstraZeneca
 
Small Molecule Real Time Sequencing
Small Molecule Real Time SequencingSmall Molecule Real Time Sequencing
Small Molecule Real Time Sequencing
 
PacBio SMRT - THIRD GENERATION SEQUENCING TECHNIQUE
PacBio SMRT - THIRD GENERATION SEQUENCING TECHNIQUEPacBio SMRT - THIRD GENERATION SEQUENCING TECHNIQUE
PacBio SMRT - THIRD GENERATION SEQUENCING TECHNIQUE
 
Introduction to Single-cell RNA-seq
Introduction to Single-cell RNA-seqIntroduction to Single-cell RNA-seq
Introduction to Single-cell RNA-seq
 
Microarray by dr.prabhash
Microarray by dr.prabhashMicroarray by dr.prabhash
Microarray by dr.prabhash
 
Organoids in immunological research
Organoids in immunological researchOrganoids in immunological research
Organoids in immunological research
 

En vedette

Schizophrenia as a multifactorial disorder
Schizophrenia as a multifactorial disorderSchizophrenia as a multifactorial disorder
Schizophrenia as a multifactorial disorderAdonis Sfera, MD
 
The Genetic Revolution: 1. Intro, Biological & Chemical Background
The Genetic Revolution: 1. Intro, Biological & Chemical BackgroundThe Genetic Revolution: 1. Intro, Biological & Chemical Background
The Genetic Revolution: 1. Intro, Biological & Chemical Backgroundbiochempiano
 
Explanation slides Multifactorial conditions
Explanation slides Multifactorial conditionsExplanation slides Multifactorial conditions
Explanation slides Multifactorial conditionsmeducationdotnet
 
Emerging diagnostic technologies proving the clinical application through g...
Emerging diagnostic technologies   proving the clinical application through g...Emerging diagnostic technologies   proving the clinical application through g...
Emerging diagnostic technologies proving the clinical application through g...Lyssa Friedman
 
Sequencing: The Next Generation
Sequencing: The Next GenerationSequencing: The Next Generation
Sequencing: The Next GenerationSurya Saha
 
Study Design to Support Reimbursement
Study Design to Support ReimbursementStudy Design to Support Reimbursement
Study Design to Support ReimbursementLyssa Friedman
 
The Needleman Wunsch algorithm
The Needleman Wunsch algorithmThe Needleman Wunsch algorithm
The Needleman Wunsch algorithmavrilcoghlan
 
Alzheimer's disease
Alzheimer's diseaseAlzheimer's disease
Alzheimer's diseasejusiin
 
Ngs microbiome
Ngs microbiomeNgs microbiome
Ngs microbiomejukais
 
NGS Introduction and Technology Overview (UEB-UAT Bioinformatics Course - Ses...
NGS Introduction and Technology Overview (UEB-UAT Bioinformatics Course - Ses...NGS Introduction and Technology Overview (UEB-UAT Bioinformatics Course - Ses...
NGS Introduction and Technology Overview (UEB-UAT Bioinformatics Course - Ses...VHIR Vall d’Hebron Institut de Recerca
 
Presentation:COMBUSTION CHAMBER
Presentation:COMBUSTION CHAMBERPresentation:COMBUSTION CHAMBER
Presentation:COMBUSTION CHAMBERabsalar
 
A Comparison of NGS Platforms.
A Comparison of NGS Platforms.A Comparison of NGS Platforms.
A Comparison of NGS Platforms.mkim8
 
Gps ins odometer data fusion
Gps ins odometer data fusionGps ins odometer data fusion
Gps ins odometer data fusionRappy Saha
 
EPOSA - real time positioning in austria
EPOSA - real time positioning in austriaEPOSA - real time positioning in austria
EPOSA - real time positioning in austriaRobert Karas
 
NGS - Basic principles and sequencing platforms
NGS - Basic principles and sequencing platformsNGS - Basic principles and sequencing platforms
NGS - Basic principles and sequencing platformsAnnelies Haegeman
 

En vedette (20)

Schizophrenia as a multifactorial disorder
Schizophrenia as a multifactorial disorderSchizophrenia as a multifactorial disorder
Schizophrenia as a multifactorial disorder
 
Genetic disorders
Genetic  disordersGenetic  disorders
Genetic disorders
 
The Genetic Revolution: 1. Intro, Biological & Chemical Background
The Genetic Revolution: 1. Intro, Biological & Chemical BackgroundThe Genetic Revolution: 1. Intro, Biological & Chemical Background
The Genetic Revolution: 1. Intro, Biological & Chemical Background
 
Explanation slides Multifactorial conditions
Explanation slides Multifactorial conditionsExplanation slides Multifactorial conditions
Explanation slides Multifactorial conditions
 
Emerging diagnostic technologies proving the clinical application through g...
Emerging diagnostic technologies   proving the clinical application through g...Emerging diagnostic technologies   proving the clinical application through g...
Emerging diagnostic technologies proving the clinical application through g...
 
Promises and Challenges of Next Generation Sequencing for HIV and HCV
Promises and Challenges of Next Generation Sequencing for HIV and HCVPromises and Challenges of Next Generation Sequencing for HIV and HCV
Promises and Challenges of Next Generation Sequencing for HIV and HCV
 
Sequencing: The Next Generation
Sequencing: The Next GenerationSequencing: The Next Generation
Sequencing: The Next Generation
 
Study Design to Support Reimbursement
Study Design to Support ReimbursementStudy Design to Support Reimbursement
Study Design to Support Reimbursement
 
The Needleman Wunsch algorithm
The Needleman Wunsch algorithmThe Needleman Wunsch algorithm
The Needleman Wunsch algorithm
 
Alzheimer's disease
Alzheimer's diseaseAlzheimer's disease
Alzheimer's disease
 
Ngs microbiome
Ngs microbiomeNgs microbiome
Ngs microbiome
 
NGS Introduction and Technology Overview (UEB-UAT Bioinformatics Course - Ses...
NGS Introduction and Technology Overview (UEB-UAT Bioinformatics Course - Ses...NGS Introduction and Technology Overview (UEB-UAT Bioinformatics Course - Ses...
NGS Introduction and Technology Overview (UEB-UAT Bioinformatics Course - Ses...
 
Presentation:COMBUSTION CHAMBER
Presentation:COMBUSTION CHAMBERPresentation:COMBUSTION CHAMBER
Presentation:COMBUSTION CHAMBER
 
Trent 1000 presentation
Trent 1000 presentationTrent 1000 presentation
Trent 1000 presentation
 
A Comparison of NGS Platforms.
A Comparison of NGS Platforms.A Comparison of NGS Platforms.
A Comparison of NGS Platforms.
 
Gas turbines
Gas turbinesGas turbines
Gas turbines
 
Gps waas class 5 nov10
Gps waas class 5 nov10Gps waas class 5 nov10
Gps waas class 5 nov10
 
Gps ins odometer data fusion
Gps ins odometer data fusionGps ins odometer data fusion
Gps ins odometer data fusion
 
EPOSA - real time positioning in austria
EPOSA - real time positioning in austriaEPOSA - real time positioning in austria
EPOSA - real time positioning in austria
 
NGS - Basic principles and sequencing platforms
NGS - Basic principles and sequencing platformsNGS - Basic principles and sequencing platforms
NGS - Basic principles and sequencing platforms
 

Similaire à Clinical applications of NGS

Next generation sequencing how is it revolutionizing the diagnosis of trisomy...
Next generation sequencing how is it revolutionizing the diagnosis of trisomy...Next generation sequencing how is it revolutionizing the diagnosis of trisomy...
Next generation sequencing how is it revolutionizing the diagnosis of trisomy...Eastern Biotech
 
Automated Design of Digital Microfluids Lab-on-Chip
Automated Design of Digital Microfluids Lab-on-ChipAutomated Design of Digital Microfluids Lab-on-Chip
Automated Design of Digital Microfluids Lab-on-ChipACMBangalore
 
20150918 - F. Malvestiti - Chromosomal microarray in prenatal diagnosis
20150918 - F. Malvestiti - Chromosomal microarray in prenatal diagnosis �20150918 - F. Malvestiti - Chromosomal microarray in prenatal diagnosis �
20150918 - F. Malvestiti - Chromosomal microarray in prenatal diagnosis Roberto Scarafia
 
Pv H Europroteome BBMRI
Pv H Europroteome BBMRIPv H Europroteome BBMRI
Pv H Europroteome BBMRIPvonHoegen
 
C. trachoamtis detection and genotypings assay
C. trachoamtis detection and genotypings assayC. trachoamtis detection and genotypings assay
C. trachoamtis detection and genotypings assayquint
 
Anis2 Gp Tonini
Anis2   Gp ToniniAnis2   Gp Tonini
Anis2 Gp ToniniATkoala
 
New Molecular Approaches to Identify 21st Century Microbes - Dr Melissa Mille...
New Molecular Approaches to Identify 21st Century Microbes - Dr Melissa Mille...New Molecular Approaches to Identify 21st Century Microbes - Dr Melissa Mille...
New Molecular Approaches to Identify 21st Century Microbes - Dr Melissa Mille...Eastern Pennsylvania Branch ASM
 
John Tidy - Adjunctive colposcopic technologies
John Tidy - Adjunctive colposcopic technologiesJohn Tidy - Adjunctive colposcopic technologies
John Tidy - Adjunctive colposcopic technologiestriumphbenelux
 
NIPT inservice talk May 2015
NIPT inservice talk May 2015NIPT inservice talk May 2015
NIPT inservice talk May 2015Kathryn Murray
 
CDAC 2018 Cantor liquid biopsies
CDAC 2018 Cantor liquid biopsiesCDAC 2018 Cantor liquid biopsies
CDAC 2018 Cantor liquid biopsiesMarco Antoniotti
 
20160918 - F. Prefumo - Ecografia, screening biochimico, NIPT e diagnosi pren...
20160918 - F. Prefumo - Ecografia, screening biochimico, NIPT e diagnosi pren...20160918 - F. Prefumo - Ecografia, screening biochimico, NIPT e diagnosi pren...
20160918 - F. Prefumo - Ecografia, screening biochimico, NIPT e diagnosi pren...Roberto Scarafia
 
Next-generation genomics: an integrative approach
Next-generation genomics: an integrative approachNext-generation genomics: an integrative approach
Next-generation genomics: an integrative approachHong ChangBum
 
GIAB Tumor Normal ASHG 2023
GIAB Tumor Normal ASHG 2023GIAB Tumor Normal ASHG 2023
GIAB Tumor Normal ASHG 2023GenomeInABottle
 

Similaire à Clinical applications of NGS (20)

Next generation sequencing how is it revolutionizing the diagnosis of trisomy...
Next generation sequencing how is it revolutionizing the diagnosis of trisomy...Next generation sequencing how is it revolutionizing the diagnosis of trisomy...
Next generation sequencing how is it revolutionizing the diagnosis of trisomy...
 
aCGH in PGD/PGS
aCGH in PGD/PGSaCGH in PGD/PGS
aCGH in PGD/PGS
 
Automated Design of Digital Microfluids Lab-on-Chip
Automated Design of Digital Microfluids Lab-on-ChipAutomated Design of Digital Microfluids Lab-on-Chip
Automated Design of Digital Microfluids Lab-on-Chip
 
20150918 - F. Malvestiti - Chromosomal microarray in prenatal diagnosis
20150918 - F. Malvestiti - Chromosomal microarray in prenatal diagnosis �20150918 - F. Malvestiti - Chromosomal microarray in prenatal diagnosis �
20150918 - F. Malvestiti - Chromosomal microarray in prenatal diagnosis
 
Pv H Europroteome BBMRI
Pv H Europroteome BBMRIPv H Europroteome BBMRI
Pv H Europroteome BBMRI
 
C. trachoamtis detection and genotypings assay
C. trachoamtis detection and genotypings assayC. trachoamtis detection and genotypings assay
C. trachoamtis detection and genotypings assay
 
Anis2 Gp Tonini
Anis2   Gp ToniniAnis2   Gp Tonini
Anis2 Gp Tonini
 
New Molecular Approaches to Identify 21st Century Microbes - Dr Melissa Mille...
New Molecular Approaches to Identify 21st Century Microbes - Dr Melissa Mille...New Molecular Approaches to Identify 21st Century Microbes - Dr Melissa Mille...
New Molecular Approaches to Identify 21st Century Microbes - Dr Melissa Mille...
 
NGS and the molecular basis of disease: a practical view
NGS and the molecular basis of disease: a practical viewNGS and the molecular basis of disease: a practical view
NGS and the molecular basis of disease: a practical view
 
John Tidy - Adjunctive colposcopic technologies
John Tidy - Adjunctive colposcopic technologiesJohn Tidy - Adjunctive colposcopic technologies
John Tidy - Adjunctive colposcopic technologies
 
NIPT inservice talk May 2015
NIPT inservice talk May 2015NIPT inservice talk May 2015
NIPT inservice talk May 2015
 
CDAC 2018 Cantor liquid biopsies
CDAC 2018 Cantor liquid biopsiesCDAC 2018 Cantor liquid biopsies
CDAC 2018 Cantor liquid biopsies
 
20160918 - F. Prefumo - Ecografia, screening biochimico, NIPT e diagnosi pren...
20160918 - F. Prefumo - Ecografia, screening biochimico, NIPT e diagnosi pren...20160918 - F. Prefumo - Ecografia, screening biochimico, NIPT e diagnosi pren...
20160918 - F. Prefumo - Ecografia, screening biochimico, NIPT e diagnosi pren...
 
Next-generation genomics: an integrative approach
Next-generation genomics: an integrative approachNext-generation genomics: an integrative approach
Next-generation genomics: an integrative approach
 
GIAB Tumor Normal ASHG 2023
GIAB Tumor Normal ASHG 2023GIAB Tumor Normal ASHG 2023
GIAB Tumor Normal ASHG 2023
 
Cell Society - CYTX Overview
Cell Society - CYTX OverviewCell Society - CYTX Overview
Cell Society - CYTX Overview
 
An Overview of Cancer Genetics
An Overview of Cancer GeneticsAn Overview of Cancer Genetics
An Overview of Cancer Genetics
 
OMICS (Ivo gut)
OMICS (Ivo gut)OMICS (Ivo gut)
OMICS (Ivo gut)
 
Copenhagen michael gandy
Copenhagen  michael gandyCopenhagen  michael gandy
Copenhagen michael gandy
 
Lehrach
LehrachLehrach
Lehrach
 

Dernier

Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...parulsinha
 
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋TANUJA PANDEY
 
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...aartirawatdelhi
 
Most Beautiful Call Girl in Bangalore Contact on Whatsapp
Most Beautiful Call Girl in Bangalore Contact on WhatsappMost Beautiful Call Girl in Bangalore Contact on Whatsapp
Most Beautiful Call Girl in Bangalore Contact on WhatsappInaaya Sharma
 
Call Girls Raipur Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Raipur Just Call 9630942363 Top Class Call Girl Service AvailableCall Girls Raipur Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Raipur Just Call 9630942363 Top Class Call Girl Service AvailableGENUINE ESCORT AGENCY
 
Call Girls Guntur Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Guntur  Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Guntur  Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Guntur Just Call 8250077686 Top Class Call Girl Service AvailableDipal Arora
 
Top Rated Bangalore Call Girls Richmond Circle ⟟ 9332606886 ⟟ Call Me For Ge...
Top Rated Bangalore Call Girls Richmond Circle ⟟  9332606886 ⟟ Call Me For Ge...Top Rated Bangalore Call Girls Richmond Circle ⟟  9332606886 ⟟ Call Me For Ge...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 9332606886 ⟟ Call Me For Ge...narwatsonia7
 
Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426
Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426
Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426jennyeacort
 
8980367676 Call Girls In Ahmedabad Escort Service Available 24×7 In Ahmedabad
8980367676 Call Girls In Ahmedabad Escort Service Available 24×7 In Ahmedabad8980367676 Call Girls In Ahmedabad Escort Service Available 24×7 In Ahmedabad
8980367676 Call Girls In Ahmedabad Escort Service Available 24×7 In AhmedabadGENUINE ESCORT AGENCY
 
Top Rated Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...
Top Rated  Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...Top Rated  Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...
Top Rated Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...chandars293
 
Top Rated Bangalore Call Girls Majestic ⟟ 9332606886 ⟟ Call Me For Genuine S...
Top Rated Bangalore Call Girls Majestic ⟟  9332606886 ⟟ Call Me For Genuine S...Top Rated Bangalore Call Girls Majestic ⟟  9332606886 ⟟ Call Me For Genuine S...
Top Rated Bangalore Call Girls Majestic ⟟ 9332606886 ⟟ Call Me For Genuine S...narwatsonia7
 
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...jageshsingh5554
 
Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...
Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...
Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...Sheetaleventcompany
 
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...tanya dube
 
Call Girls Service Jaipur {8445551418} ❤️VVIP BHAWNA Call Girl in Jaipur Raja...
Call Girls Service Jaipur {8445551418} ❤️VVIP BHAWNA Call Girl in Jaipur Raja...Call Girls Service Jaipur {8445551418} ❤️VVIP BHAWNA Call Girl in Jaipur Raja...
Call Girls Service Jaipur {8445551418} ❤️VVIP BHAWNA Call Girl in Jaipur Raja...parulsinha
 
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls * UPA...
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls  * UPA...Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls  * UPA...
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls * UPA...mahaiklolahd
 
Call Girls Vasai Virar Just Call 9630942363 Top Class Call Girl Service Avail...
Call Girls Vasai Virar Just Call 9630942363 Top Class Call Girl Service Avail...Call Girls Vasai Virar Just Call 9630942363 Top Class Call Girl Service Avail...
Call Girls Vasai Virar Just Call 9630942363 Top Class Call Girl Service Avail...GENUINE ESCORT AGENCY
 
Call Girls Shimla Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Shimla Just Call 8617370543 Top Class Call Girl Service AvailableCall Girls Shimla Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Shimla Just Call 8617370543 Top Class Call Girl Service AvailableDipal Arora
 
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...chetankumar9855
 

Dernier (20)

Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...
Premium Call Girls In Jaipur {8445551418} ❤️VVIP SEEMA Call Girl in Jaipur Ra...
 
Call Girls in Gagan Vihar (delhi) call me [🔝 9953056974 🔝] escort service 24X7
Call Girls in Gagan Vihar (delhi) call me [🔝  9953056974 🔝] escort service 24X7Call Girls in Gagan Vihar (delhi) call me [🔝  9953056974 🔝] escort service 24X7
Call Girls in Gagan Vihar (delhi) call me [🔝 9953056974 🔝] escort service 24X7
 
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
 
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
Night 7k to 12k Navi Mumbai Call Girl Photo 👉 BOOK NOW 9833363713 👈 ♀️ night ...
 
Most Beautiful Call Girl in Bangalore Contact on Whatsapp
Most Beautiful Call Girl in Bangalore Contact on WhatsappMost Beautiful Call Girl in Bangalore Contact on Whatsapp
Most Beautiful Call Girl in Bangalore Contact on Whatsapp
 
Call Girls Raipur Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Raipur Just Call 9630942363 Top Class Call Girl Service AvailableCall Girls Raipur Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Raipur Just Call 9630942363 Top Class Call Girl Service Available
 
Call Girls Guntur Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Guntur  Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Guntur  Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Guntur Just Call 8250077686 Top Class Call Girl Service Available
 
Top Rated Bangalore Call Girls Richmond Circle ⟟ 9332606886 ⟟ Call Me For Ge...
Top Rated Bangalore Call Girls Richmond Circle ⟟  9332606886 ⟟ Call Me For Ge...Top Rated Bangalore Call Girls Richmond Circle ⟟  9332606886 ⟟ Call Me For Ge...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 9332606886 ⟟ Call Me For Ge...
 
Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426
Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426
Call Girls in Delhi Triveni Complex Escort Service(🔝))/WhatsApp 97111⇛47426
 
8980367676 Call Girls In Ahmedabad Escort Service Available 24×7 In Ahmedabad
8980367676 Call Girls In Ahmedabad Escort Service Available 24×7 In Ahmedabad8980367676 Call Girls In Ahmedabad Escort Service Available 24×7 In Ahmedabad
8980367676 Call Girls In Ahmedabad Escort Service Available 24×7 In Ahmedabad
 
Top Rated Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...
Top Rated  Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...Top Rated  Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...
Top Rated Hyderabad Call Girls Chintal ⟟ 9332606886 ⟟ Call Me For Genuine Se...
 
Top Rated Bangalore Call Girls Majestic ⟟ 9332606886 ⟟ Call Me For Genuine S...
Top Rated Bangalore Call Girls Majestic ⟟  9332606886 ⟟ Call Me For Genuine S...Top Rated Bangalore Call Girls Majestic ⟟  9332606886 ⟟ Call Me For Genuine S...
Top Rated Bangalore Call Girls Majestic ⟟ 9332606886 ⟟ Call Me For Genuine S...
 
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
 
Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...
Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...
Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...
 
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
 
Call Girls Service Jaipur {8445551418} ❤️VVIP BHAWNA Call Girl in Jaipur Raja...
Call Girls Service Jaipur {8445551418} ❤️VVIP BHAWNA Call Girl in Jaipur Raja...Call Girls Service Jaipur {8445551418} ❤️VVIP BHAWNA Call Girl in Jaipur Raja...
Call Girls Service Jaipur {8445551418} ❤️VVIP BHAWNA Call Girl in Jaipur Raja...
 
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls * UPA...
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls  * UPA...Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls  * UPA...
Call Girl in Indore 8827247818 {LowPrice} ❤️ (ahana) Indore Call Girls * UPA...
 
Call Girls Vasai Virar Just Call 9630942363 Top Class Call Girl Service Avail...
Call Girls Vasai Virar Just Call 9630942363 Top Class Call Girl Service Avail...Call Girls Vasai Virar Just Call 9630942363 Top Class Call Girl Service Avail...
Call Girls Vasai Virar Just Call 9630942363 Top Class Call Girl Service Avail...
 
Call Girls Shimla Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Shimla Just Call 8617370543 Top Class Call Girl Service AvailableCall Girls Shimla Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Shimla Just Call 8617370543 Top Class Call Girl Service Available
 
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...
 

Clinical applications of NGS

  • 1. Clinical Applications of NGS - Genomics, NIFTY and Beyond Dr. Ying(Abby) LIU, MD PhD liuying2@genomics.cn
  • 2. The stories all began with these images!
  • 3. Principle of High Throughput Sequencing 1. incorporation 1. Incorporation 1. Incorporation 2. Elute and scan 2. Elute and scan 3. Cleavage C C C C T T A A G G 3
  • 4. BGI Brief • Largest genomics research center in the world – 137 Hiseq2000, 27 AB Solid, 1 Roche 454, 2 Miseq, 1 Ion Torrent, 30 AB 3730 • Strong leader board and qualified employees – More than 4000 employees including 1500 bioinformaticians • Extraordinary super computer and cutting-edge cloud computing technique – 102T flops/ 10PB storage/ 20TB memory • Numerous high-quality publications on top academic Journals – Nature/ Science/ …
  • 5. BGI Introduction • Founded in 1999, for 1% of HGP • Now the largest genomic organization in the world 9.1.1999 in London
  • 6. Milestones of BGI BGI-Beijing, 1999 BGI-Americas, 2010 BGI-WH, 2010 BGI-HZ, 2001 BGI-SZ, 2007 BGI-Europe, 2010 BGI-HK, 2009
  • 7. The Only Gene Giant Covering 55 Countries (Science 2.2012) Copenhagen Kobe Philadelphia UCD Shenzhen SA Canberra
  • 9.
  • 12. Discovery Based on Large Data 1977 1980 1996 1998 1998 2000 2001 2002 2004 2005 2006 2007 2008 2009 2010 2011 2001 1.Life periodic table can be summarized 2.It will have laws as genetic central dogma 3. It can be elaborated in mathematical language 15
  • 14. BGI’sGene Test Strategy for Hereditary Diseases Before Before Prenatal Newborn Marriage Pregnancy Screening/ Screening/ Screening Screening Diagnosis Diagnosis Monogenic disease Monogenic disease Monogenic disease NIFTY Hearing impairment Hearing impairment Hearing impairment Monogenic disease Inherited metabolic Hearing impairment diseases
  • 15. NIFTY- Non-Invasive Fetal Trisomy Test -BGI Experience
  • 16. Screening tests Diagnostic tests • Serum biochemical test; • Karyotyping (G- ultrasound scan banding or FISH) • Non-invasive • Invasive • Affordable • Expensive • Less accurate • Highly accurate • Low detection rate • High detection rate • High false positive rate • Low false positive rate
  • 17. A safe prenatal screening test for fetal chromosomal aneuploidy Screening tests Diagnostic tests • Serum biochemical test; • Karyotyping (G- ultrasound scan banding or FISH) • Non-invasive • Invasive • Affordable • Expensive • Less accurate • Highly accurate • Low detection rate • High detection rate • High false positive rate • Low false positive rate
  • 18. What is NIFTY Test? Non-Invasive Fetal TrisomY A superior screening test Analysis of fetal cell free DNA in maternal plasma Based on NGS and bioinformatics Evaluate the likelihood of fetal trisomy 21, 18, 13 High detection rate and low false positive rate
  • 19. Scientific Discovery Fundamental Features of Cell-Free Fetal DNA • Short fragments of 145-200bp, derived from placental trophocytes • 970 times greater than fetal cells DNA in maternal blood. • Detectable in maternal plasma from the 5th week of gestation. • Concentration increase as the gestation age grows • Disappears soon after childbirth
  • 20. The Principle of NIFTY cell-free DNA 50bp Chr6 Chr18 ChrX AACGT------ Chr21 CGATA------- Bioinformatics Chr7 Sequencing & TAGGC------ Chr13 ATCGC------ Chr11 Alignment ChrY Normal Sequence Counting T 21 Cov-chrN = Effective number of sequencing fragments on chr N of sample Bioinformatics Effective number of sequencing fragments on chr N of reference sequence Analysis ChrN t-Score Cov-Depth—Cov-Depth of reference sample = Of testing sample Standard deviation of reference sample log ( Possibility of normal) Report L-value= log (Possibility of abnormal) 26
  • 21. The Statistic Model of NIFTY 100 cell-equivalent free DNA /ml plasma 95from mother, 5 from fetus Normal Pregnancy T21 Pregnancy Mother Chr 21: Fetus Chr 21: Mother Chr 21: Fetus Chr 21: 95X2=190 5X2=10 95X2=190 5X3=15 In maternal blood In maternal blood Total Chr 21=190+10=200 Total Chr 21=190+15=205 Statistics for Tscore and L score • GC correlation • Binary hypothesis statistics analysis
  • 22. The Performance Comparison of Statistics-I Our approach with GC Standard z-score approach z-score approach with GC- correlation and binary bias removal hypothesis t-test Items Diagnostic (number of cases) Sensitivity (%) Specificity (%) Sensitivity (%) Specificity (%) Sensitivity (%) Specificity (%) Trisomy 13 detection (2 cases) 50% 99.89 100% 100% 100% 100% Autosomes Trisomy 18 detection(12 cases) 91.67% 100% 100% 99.89% 100% 99.96% Trisomy 21 detection (16 cases) 93.75% 100% 100% 100% 100% 100% XO detection (3 XO,1 not not not not XO/XX chimera) 75% 99.5% available available available available Heterosomes not not not not XXY detection (1 case) 100% 100% available available available available not not not not XXY detection (2 cases) 100% 100% available available available available Binary hypothesis not available not available available Note: Data from 903 samples with full karyotypinginformation 28
  • 23. The Performance Comparison of Statistics-II Comparison of BGI’s approach (green) with other approaches (orange and yellow) PCT/CN2011/001070 NONINVASIVE DETECTION OF FETAL GENETIC ABNORMALITY
  • 24. Clinical Validation (Phase I) Study Design and Aim: – In 3464 Samples 3464 singleton pregnancies – Validation of the NIFTY in predicting with high risk of T21, T18, T13 the fetal risk of trisomy 21, 18, and 13 in high risk population by a double Plasma DNA from maternal peripheral blood blind test – Evaluation of sensitivity and specificity NIFTY test of the NIFTY by comparing to karyotyping result (clinical gold Double blind standard) Karyotyping by AF, CVS, Cord Bioinformatics analysis blood – Provide supports for large-scale test in Calculate sensitivity and real clinical setting specificity
  • 25. NIFTY Validation Results (Phase I) T21 T18 T13 NIFTY positive 189 64 10 Karyotyping positive 188 63 10 False positive No. 1* 1* 0 False Negative No. 0 0 0 Sensitivity 100.00% 100.00% 100.00% Specificity 99.97% 99.97% 100% False Positive Rate 0.03% 0.029% 0.00% False Negative Rate 0.00% 0.00% 0.00% Positive Predictive Rate 99.49% 98.44% 100.00% *caused by insufficient sequencing depth
  • 26. Large-scale Clinical Test (Phase II) Qualified maternal blood samples (n=11184) • Gestational week from 9 – 28 weeks, averagely 20 weeks • Maternal age from 18 – 45 years, averagely 31 years • 4522 screening test high risk pregnancies • 2426 screening test low risk pregnancies • 2720 other high risk factors (AMA, abnormal NT, previous abnormal pregnancy, etc.) • 1387 screening not done 0.7% of all samples Unable to produce results (n=79; failed DNA extraction, library construction, or sequencing) 99.3% of all samples Pregnant women with NIFTY results (n=11105) Positive (n=190) Negative (n=10915) Dan, S., et al., Prenatal Diagnosis, 2012: p. 1-8
  • 27. NIFTY Results in 11105 Samples Positive Results Negative No. of Cases T21 T18 T13 Results NIFTY 11,105 140 42 0 10915 Karyotyping 182 + 2818 139 41 0 2818 False Positive Rate 0.03% 0.03% n/a False Negative Rate 0% 0% n/a Detection Rate 100% 100% n/a Specificity 99.6% 99.6% n/a Dan, S., et al., Prenatal Diagnosis, 2012: p. 1-8
  • 28. Dan, S., et al., Prenatal Diagnosis, 2012: p. 1-8 Real Clinical Setting in 11,105 Singleton Pregnancies Maternal age Median (yr) 31 Advanced maternal age (>=35 yr) 3,858(34.74%) 18–24 yr (n, %) 918(8.27%) 25–29 yr (n, %) 3,439(30.97%) 30–34 yr (n, %) 2,890(26.02%) 35–39 yr (n, %) 3,188(28.71%) ≥40 yr (n, %) 670(6.03%) Parity Nullipara (n) 6,053/11,105(54.51%) Gestational age at blood sampling Median (wk) 20 Range (wk) 9-28 9 to 12 week (n, %) 371(3.34%) 13 to 16 week (n, %) 1,963(17.68%) 17 to 20 week (n, %) 5,598(50.41%) 21 to 24 week (n, %) 2,665(24.00%) 25 to 28 week (n, %) 508(4.57%) History or family history of aneuploidies (n) 68/11,105(0.61%) Presence of sonographic markers of chr abnormalities (n) 317/11,105(2.85%) Had conventional Down syndrome screening tests Yes – Screening positive (n, %) 4,522/6,948(65.08%) Yes – Screening negative (n, %) 2,426/6,948(34.92%) No – with one or more of other risk factors* (n, %) 2,770/11,105(24.94%) No – without any risk factors* (n, %) 1,387/11,105(12.48%)
  • 29. Current Clinical Pipeline AMA, Previous affected fetus, Recurrent miscarriage, Aneuploidy background Dan, S., et al., Prenatal Diagnosis, 2012: p. 1-8
  • 30. NIFTY Clinical Pipeline >98% of invasive Advanced Maternal Age, procedures could be avoided Previous affected fetus, Recurrent miscarriage, Aneuploidy background Dan, S., et al., Prenatal Diagnosis, 2012: p. 1-8
  • 31. Data Summary(Jan 2013 updated) Testing Results Phases Total cases T21 T18 T13 Up-dated Multi-centered Clinical test of NIFTY 90847 724 253 65 (including the data of Phase I& II validation) Subtotal for Phase I: Clinical Trial Study (2009-2010) 3464 189 64 10 Detection Rate >99.9% >99.9% >99.9% False Positive Rate 0.0121% 0.0080% 0.0040% PPV 99.38% 98.67% 96.43% False Negative Rate 0% 0% 0% NPV 100% 100% 100%
  • 32. Other Rare Aneuploidies-II T9 Sample ID: PDB11AJ00026 Age: 41 NIFTY: T9 Karyotyping: T9
  • 33. Other Rare Aneuploidies-III T16 Sample ID: PDB11AJ00783 Age: 30 NIFTY: T16 FISH: T16
  • 34. Other Rare Aneuploidies-IV Mosaic T21 Sample ID: PDB12AO00267 Age: 38 NIFTY: T21 Karyotyping: 47, XX, +21(88%)
  • 35. Other Rare Aneuploidies-IV T21-T7-XXY complex placental mosaic Sample ID: PDB12AL00732 Age: 37 NIFTY: T21-T7-XXY/XY Karyotyping: CVS T21-T7-XXY/XY; AF euploid
  • 36. NIFTY is Suitable for Gestational age 12-24 weeks Recurrent AMA or high miscarriage or risk IVF NIFTY Refuse to Inappropriate receive invasive for invasive test test
  • 37. NIFTY Workflow Hospital Pre-test Blood Bar- Plasma Post-test counselin preparation collection coding counseling g BGI Clinical Laboratories: 10 days Laboratory Bioinformatics Report testing analysis delivery
  • 38. BGI Systems Sample Management Laboratory Effective lab space separation Unique Identification Progressively decreased pressure Sample Location Restricted traffic flow Storage Capability 46
  • 39. Sample Requirements Blood sampling Packing for delivery • 5-10ml in EDTA tube • Strong support in case of • Clearly labeled damage • Enough dry ice to keep frozen Plasma preparation Sample storage • Immediately extract • -20℃ for a week, -80℃ for plasma long term • Stored at 4℃, extract in 8 • Avoid room temperature hours and repeated thaw
  • 40. NIFTY Genetic Testing Report Low risk: -The fetus is unlikely to be T21, T18, or T13 -No special medical procedure is recommended -Routine prenatal checks is suggested High risk: -The fetus is likely to be T21, T18, or T13 -Diagnostic procedure such as amniocentesis or cordocentesis is recommended More than 98% of cases
  • 41. Other Rare Aneuploidies Chromosomal number variations (CNVs) on other autosomal chromosomes Chromosomal number variations (CNVs) on sex chromosomes Results of other prenatal tests such as biochemical and ultrasound tests should be considered Diagnostic procedure such as amniocentesis/cordocentesis is suggested
  • 43. NIFTY Summary SA F E 5mlmaternal blood Sensitivity99.9% AC CU R A T E Specificity99.91% FA S T 10working days EA R L Y from12thweek on 54
  • 45. Background • a single mutated gene, Mendelian pattern of inheritance Autosomal dominant Autosomal recessive • point mutation, frame shift, deletion, X-linkage dominant insertion X-linkage recessive Y-linkage • Autosomal dominant/recessive; X- linked dominant/recessive; Y-linked • >6700 monogenic diseases,10-50 more every year. • 1 in every 200 newborns • Genetic testing is the gold standard
  • 46. Monogenic Disease Strategies at BGI Target region capture combined with NGS Exome/whole genome resequencing Sanger sequencing
  • 47. Target Sequence Capture + NGS Target region PCR, capture, Sanger NGS sequencing
  • 48. Mutation Databases dbSNP Hapmap 1000 genome Local genome frequency frequency project database Normal persons SNV database Single-gene disease variants database 59
  • 49. Advantages High throughput • Multiplex testing Full coverage • Simultaneously detect point mutation, minor insertion/deletion (<20bp), and large homozygous deletion/duplication Accurate • Test region covers >95% target gene, sensitivity >99% Automated bioinformatics analysis • Fast identify mutation; completed disease mutation database and control genetic polymorphism database available
  • 50. Monogenic Diseases Psychological health & behavior 9 diseases Visual system Brain & Nervous system 16 diseases 1 disease Ear, Nose & Throat 6 diseases Oral & dental 1 disease Immune system 6 diseases Congenital tumor Respiratory system 2 diseases Circulatory system 54 diseases Endocrine & Metabolic system Digestive system 7 diseases 8 diseases Multi-system Blood & lymphocyte system 6 diseases Urinary & reproductive system 5 diseases Musculoskeletal & 25 diseases Connective tissue system Skin, Hair & Nails 7 diseases 160 common monogenic diseases across 16physiologicaland functional systems
  • 51. List of Monogenic Diseases (160 diseases) Disease Gene and mutation INPP5E,TMEM216,TMEM67,OFD1,NPHP1,CC2D2A,CEP290,ARL13B, Joubert syndrome Disease AHI1,RPGRIP1L Gene and mutation Spastic Paraplegia, Autosomal Recessive and X-linked Alport Syndrome, X-Linked CYP7B1,SPG7,SPG11,ZFYVE26,SPG20,SPG21,L1CAM,PLP1,SLC16A2 COL4A3,COL4A4,COL4A5 Disease Spastic Paraplegia, Autosomal Dominant dominant Polycystic Kidney Disease, Autosomal PKD1,PKD2 Gene and mutation ATL1,SPAST,NIPA1,KIAA0196,KIF5A,HSPD1,BSCL2,REEP1,ZFYVE27 Polycystic KidneyIIDisease, Autosomal Recessive Citrullinemia, Type Metachromatic Leukodystrophy PKHD1 ASS1,SLC25A13,ASL ARSA CA4,CRX,FSCN2,IMPDH1,NRL,PRPF3,PRPF31,PRPF8, ACADVL RetinitisDehydrogenase,Form Long-Chain, Deficiency Of Acyl-Coa Pigmentosa, Very Refsum Disease, Infantileautosomal dominant PEX1,PEX2,PEX26 Acyl-Coa Dehydrogenase, Short-Chain, Deficiency Of Arts syndrome PRPH2,RHO,ROM1,RP1,RP9 ACADS PRPS1 Acyl-Coa Dehydrogenase, Medium-Chain, Deficiency Of Agenesis Of The Corpus Callosum With Peripheral Neuropathy ABCA4,BEST1,CERKL,CNGA1,CNGB1,CRB1,EYS,IDH3B, ACADM SLC12A6 Argininosuccinic Aciduria KLHL7,LRAT,MERTK,NR2E3,PDE6A,PDE6B,PRCD,PROM1, ASL Peutz-Jeghers Syndrome autosomal recessive and X-link recessive Retinitis Pigmentosa, STK11 Argininemia PRPH2,RGR,RLBP1,RP2,RPE65,RPGR,SAG,SEMA4A, ARG1 Adenomatous Polyposis Of The Colon APC Aspartylglucosaminuria SNRNP200,TOPORS,TULP1,USH2A,RHO,NRL AGA Gilbert syndrome UGT1A1 Usher Syndrome to cystathionine beta-synthase deficiency Homocystinuria due USH2A,CDH23,CLRN1,GPR98 CBS Cystic Fibrosis CFTR Waardenburg syndrome Tyrosinemia Type I Tuberous Sclerosis EDNRB,MITF,PAX3 FAH TSC1,TSC2 Glutaric Acidemia I Osteogenesis Imperfecta GCDH COL1A1,COL1A2,CRTAP Marfan Syndrome FBN1 IsovalericAcidemia Osteopetrosis IVD CLCN7 Bloom Syndrome BLM Fabry Disease Amyotrophic Lateral Sclerosis GLA SOD1,FUS,SETX,TARDBP,ANG,VAPB,FIG4,ALS2 ACTG1,CCDC50,COCH,DFNA5,DIAPH1,DSPP,EYA4,GJB2,GJB3,GJB6 Krabbe Disease GALC Nonsyndromic Deafness,Duchenne Dominant (including mitochondiral Muscular Dystrophy, Autosomal Type/Becker Type DMD ,GRHL2,KCNQ4,MIR96,MYH14,MYH9,MYO1A,MYO6,MYO7A, Niemann-Pick Disease NPC1,NPC2,SMPD1 deafness) Congenita, Autosomal Dominant /Amyotonia Congenita Myotonia POU4F3,SIX1,SLC17A8,TECTA,TMC1,WFS1,m.1494C>T,m.1555A>G, CLCN1 AGL,ALDOA,ENO3,G6PC,GAA,GYS1,LDHA,PYGM,PGM1, m.7445A>G,m.7510T>C,m.7472insC,m.7511T>C Glycogen Storage Disease Epiphyseal Dysplasia, Multiple,Autosomal Recessive SLC26A2 PHKG2,GBE1 Galactosemia Permanent Neonatal CDH23,DFNB31,DFNB59,ESPN,ESRRB,GJB2,GJB6,GRXCR1,HGF, GALT Diabetes Mellitus, GCK,KCNJ11,INS,ABCC8,PDX1,PTF1A LOXHD1,MYO15A,MYO3A,MYO6,MYO7A,OTOA,OTOF,PCDH15,RDX Nonsyndromic Deafness,Type II Nongoitrous Hypothyroidism, Congenital, Recessive (including mitochondiral Mucopolysaccharidosis Autosomal TSHR,TSHB,NKX2-5 IDS ,STRC,TMIE,TMPRSS3,TRIOBP,TMC1,USH1C,SLC26A4,BSND, Phenylketonuria Dystrophica, Autosomal Dominant deafness) Epidermolysis Bullosa PAH COL7A1 PTPRQ,LHFPL5,LRTOMT,SLC26A5,MARVELD2,CLDN14,TPRN,LHFPL5, congenital Dysplasia,cortical hyperplasia Ectodermal adrenal Hidrotic, Autosomal Dominant CYP21A2 GJB6 m.1494C>T,m.1555A>G,m.7445A>G,m.7510T>C,m.7472insC,m.7511T>C Maple Syrup Urine Disease Deafness, X-linked Recessive BCKDHA,BCKDHB,DBT FANCA,FANCB,FANCC,BRCA2,FANCD2,FANCE,FANCF,FANCG, POU3F4,PRPS1 Fanconi Anemia Wilson Disease ATP7B FANCI,BRIP1,FANCL,FANCM,PALB2,RAD51C,SLX4 Ataxia-Telangiectasia ATM Multiple Endocrine Neoplasia RET Neurofibromatosis NF1,NF2 Exostoses, Multiple EXT1,EXT2 Hereditary Breast and Ovarian Cancer BRCA1,BRCA2
  • 52. Workflow Pre/posttest Sample DNA Library counseling collection extraction construction Report Family Bioinformatic Sequencing delivery validation analysis Turnaround time: 35 working days
  • 53. Data analysis • Sequencing quality assessment (depth, coverage) • Variation sites (dbSNP frequency, HapMap frequency, 1000 genome frequency, local database frequency) • Possible mutations (nucleotide change – amino acid change) • Validation & confirmation of pathogenic gene
  • 55. This Test is Recommended for … Clinics: • Patients with clear phenotypes • Patients with suspected disease • People with no phenotypes but have family history • Carrier screening Research: • Assisting diagnosis: provide genetic proof for uncertain phenotypes • Disease research: deeper understanding of genetics, human mutations
  • 56. Monogenic Disease Gene Detection • 160 Monogenic diseases across 16 physiological and functional systems • Peripheral blood or genomic DNA • Turnaround time: 35 working days • Available at all life stages – life cycle solution Before Before Prenatal Neonatal marriage pregnancy
  • 57. And Beyond… • Genetic testing – Thalassemia&hemopathy – HPV, HCV, HBV – Cancer – Metabolic Disorders – Hearing Impairment – Microdeletion&Microduplication – PGD – Arrhythmia – High resolution HLA typing – Exome Sequencing – Personal Genome – …
  • 58. Clinically Affordable Soon $1000 genome will be true very soon
  • 59. Recent Promotions • NIFTY (3.18.2013 - 3.29.2013) + FREE Test for Newborn Metabolic Disorders + FREE Test for Hearing Loss • HPV Testing (3.18.2013 - 4.18.2013)
  • 60. Life Cycle Solution & Grand Scale Collaboration www.genomics.cn http://birth.bgi-health.com/index
  • 61. More information: www.genomics.cn or http://birth.bgi-health.com/index

Notes de l'éditeur

  1. BGI (formerly known as Beijing Genomics Institute) was founded in 1999 and has since become the largest genomic organization in the world, with a focus on research and applications in healthcare, agriculture, conservation, and bio-energy fields. Our goal is to make leading-edge genomics highly accessible to the global research community by leveraging industry’s best technology, economies of scale and expert bioinformatics resources. BGI Americas was established as an interface with customer and collaborations in North and South Americas.
  2. BGI (formerly known as Beijing Genomics Institute) was founded in 1999 and has since become the largest genomic organization in the world, with a focus on research and applications in healthcare, agriculture, conservation, and bio-energy fields. Our goal is to make leading-edge genomics highly accessible to the global research community by leveraging industry’s best technology, economies of scale and expert bioinformatics resources. BGI Americas was established as an interface with customer and collaborations in North and South Americas.
  3. Our BGI Healthcare Platform provide a series of hereditary disease testing service at different stage of human beings. Before marriage and pregnancy stage, we provide specific test including monogenic disease test and hearing impairment test. At the prenatal stage, NIFTY test is a helpful supplement for conventional prenatal screening. Monogenic disease and hearing impairment can be confirmed by prenatal diagnosis at this stage. For a newborn, all these tests except NIFTY test mentioned above can be applied. Our focus today will be on the NIFTY test.
  4. A binary hypothesis t-test and logarithmic likelihood ratio L-score between the two t-tests were used to classify whether the fetus had If both the t-score &gt;2.5 and the L-score &gt;1, the sample was located in the high risk zone. If either the t-score &gt;2.5 or the L-score &gt;1 the sample was located in the warning zones. If the t-score &lt;2.5 and the L-score &lt;1, samples were located in the low-risk zone. Samples located in the high risk zone or warning zones were classified as test positive, while samples located in low risk zone as test negative.95% confidence intervals (CIs) were calculated on the bases of a standard normal distribution.