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Molecular Diagnostics :Molecular Diagnostics :
Hype or Hope ?Hype or Hope ?
Patrick WillemsPatrick Willems
GENDIA, Antwerp, BelgiumGENDIA, Antwerp, Belgium
We now know how God wrote the book of life Bill Clinton
But do we know how to read the book ?
Genetic Diagnostics
• Cytogenetic tests
• FISH
• Molecular tests
Molecular Diagnostics
- Diagnosis of infectious diseases
- Genetic identification
- Diagnosis of genetic diseases
Diagnosis of infectious diseases
HPVChlamydia
Hepatitis
HIV
Toxoplasmosis
Genetic Identification
- Paternity Testing
- Forensics
Paternity Testing
Forensic testing
Diagnosis of genetic diseases
- Somatic rearrangements in cancer
- Genetic risk factors
- Pharmacogenetics
- Mutations in monogenic diseases
Rearrangements in Cancer Cells
Chromosomal breaks produce fusion genes
These cause leukemias and lymphomas
Diagnosis determines treatment and prognosis
Rearrangements in Cancer Cells
Lymphocytic Leukemia
t(9;22) : BCR - ABL
t(12;21) : TEL - AML1
t(1;19) : E2A - PBX1
t(4;11) : MLL - AF4
Myeloid LeukemiaInv(16) : CBF - MYH11
t(8;22) : AML - ETO
t(9;22) : BCR - ABL
Diagnosis of genetic diseases
- Somatic rearrangements in cancer
- Genetic risk factors
- Pharmacogenetics
- Mutations in monogenic diseases
Genetic Risk Factors
Monogenic diseases are caused by a
deleterious mutation in a single gene:
Disease-causing mutations
Multifactorial diseases are caused by a
combination of variations in multiple genes:
Genetic Risk Factors
Genetic Risk Factors
Deep venous thrombosis
Cardiovascular disease
Alzheimer disease
Osteoporosis
Genetic Risk Factors
Most single risk factors
have NO clinical significance
in individual patients
Genetic Risk Factors
Deep venous thrombosis
Factor V
Factor II
MTHFR
Diagnosis of genetic diseases
- Somatic rearrangements in cancer
- Genetic risk factors
- Pharmacogenetics
- Mutations in monogenic diseases
Pharmacogenetic tests
• Drug specificity
• Drug efficacity - toxicity
Drug specificity
Herceptin : HER2
Tyrosine kinase inhibitors
BCR / ABLKITPDGFR A/BEGFR
Drug efficacity / toxicity
Cytochromes
CYP2D6
CYP2C9
CYP2C19
Diagnosis of genetic diseases
- Somatic rearrangements in cancer
- Genetic risk factors
- Pharmacogenetics
- Mutations in monogenic diseases
Diagnostic bottle necks
• Number of diseasesNumber of diseases
• Nature of disease mutationNature of disease mutation
• Technology
• Cost
• Number of samples
• Organisation
Monogenic Diseases
> 4.000 monogenic diseases
> 2.000> 2.000 disease genes isolated
Gene testing
• Most countries : limited number
(< 50 genes)
• Few countries : large number
(300-500 genes)
• Nowhere : network complete availability
(> 1000 genes)
Diagnostic bottle necks
• Number of diseasesNumber of diseases
• Nature of disease mutationNature of disease mutation
• Technology
• Cost
• Number of samples
• Organisation
Disease Mutations
Easy tests : Single - common mutations
Difficult tests : Private mutations
Disease MutationsSingle mutations Fragile X
Sickle Cell Anemia
Common mutations Deafness Hemochromatosis
Panel of mutations Cystic Fibrosis
Private mutations Breast Cancer
Colorectal cancer
Easy testsDisease Gene Mutation
Fragile X FMR1 Repeat
FRAXE FMR2 Repeat
Friedreich ataxia FRDA Repeat
Haw River DRPLA Repeat
Huntington type 1 HD Repeat
Kennedy AR Repeat
Myotonic dystrophy type 1 DMPK Repeat
Spinocerebellar ataxia SCA1,2, 3, 6, 7, 8,10, 12,17 Repeat
Alpha 1 antitrypsin PI 2 common mutations
Charcot-Marie-Tooth Type 1A PMP22 1 common mutation
Cystic fibrosis CFTR Common mutations
Deafness GJB2 1 common mutation
Hemochromatosis type1 HFE 2 common mutations
Hereditary neuropathy (HNPP) PMP22 1 common mutation
Sickle cell anemia HBB 1 common mutation
Spinal muscular atrophy SMN1 1 common mutation
Beta thalassemia HBB 1 exon
Difficult tests
Disease Gene Mutation
Breast cancer BRCA1 Private
BRCA2 Private
Colon cancer MLH1 Private
MSH2 Private
MSH6 Private
BRCA testing
BRCA1 : 23 exonen, 1863 AA, 6.200 bp
BRCA2 : 28 exonen, 3418 AA, 10.300 bp
Totaal : > 17.000 bp sequence
Diagnostic bottle necks
• Number of diseasesNumber of diseases
• Nature of disease mutation
• Technology
• Cost
• Number of samples
• Organisation
Mutation Detection
1. Point mutations, frame shifts :
A. Sequencing
B. WAVE
2. Deletions : MLPA
Diagnostic bottle necks
• Number of diseasesNumber of diseases
• Nature of disease mutation
• Technology
• Cost
• Number of samples
• Organisation
Cost
Single mutations : cheap (200 E)
Prevalent mutations : cheap (300 E)
Panel of mutations : moderate (300 E)
Private mutations : expensive (1000 E)
Cost
• Socioeconomic situation
• Social security
• Reimbursement by insurance
Diagnostic bottle necks
• Number of diseasesNumber of diseases
• Nature of disease mutation
• Technology
• Cost
• Number of samples
• Organisation
Common Genetic Diseases
?
Common genetic diseases
Disease Frequency Mutation Genes Mutations Conclusion
Hemochromatosis 1 / 600 1 / 400 HFE 2 common mutations Easy / cheap
Breast Cancer 1 / 20 1 / 500 BRCA1 BRCA2
Mutations in 23 exons Mutations in 28 exons
Complicated / expensive
Hypercholesterolemia 1 / 500 1 / 750 LDLR Mutations in 16 exons Complicated / expensive
Colorectal Cancer 1 / 25 1 / 1.000 MLH1 MSH2 MSH6 APC MUTYH
Mutations in 19 exonsMutations in 16 exons Mutations in 10 exons Mutations in 15 exons Mutations in 16 exons
Complicated / expensive
Cystic fibrosis 1 / 2.500 1 / 2.500 CFTR Common mutations Easy / cheap
Prelingual deafness 1 / 1.500 1 / 4.000 GJB2 1 common mutation Easy / cheap
Fragile X syndrome 1 / 5.000 1 / 5.000 FMR1 Only 1 mutation Easy / cheap
SMA 1 / 10.000 1 / 10.000 SMN1 Only 1 mutation Easy / cheap
Beta Thalassemia variable variable HBB Only 1 exon Easy / cheap
Most frequent DNA tests
• Thalassemia
• Cystic fibrosis
• Breast cancer
• Colorectal cancer
• FRAXE• SCA
• F5 Leiden
Usual portfolio of DNA tests
• Easy tests
• Common tests
• Research tests
Genetic testing in Europe
• inhabitants per country : 10 million
• births per year : 100.000
• disease frequency : 1 on 10.000
• new patients per year : 10
• genetic labs : 10
New patients per lab per year: 1
Diagnostic bottle necks
• Number of diseasesNumber of diseases
• Nature of disease mutation
• Technology
• Cost
• Number of samples
• Organisation
Current Organisation
• Small local labs : small portfolio’s ( < 50 tests )
• Same spectrum of tests : common + easy tests
• Majority academic labs : research -diagnostic setting
• Many academic labs give up diagnostic testing
• No (inter)national network
Diagnostic bottle necks
• Number of diseasesNumber of diseases
• Nature of disease mutationNature of disease mutation
• Technology
• Cost
• Number of samples
• Organisation
Gene testing
• Unreliable
• Expensive
• Slow
Unreliable
10 % mistakes in easy tests such as CF
Nature Genetics 2000; 25: 259 - 260
Expensive
RESEARCH DIAGNOSTICS
1 genome 1 gene
< 1000 USD 200 – 5.000 USD
Ratio : 25.000
Slow
RESEARCH DIAGNOSTICS
100 genomes 1 gene
in 10 days in 100 days
Ratio 25 million
Message in a bottle
• Many different tests
• Many uncommon tests
• Many esoteric tests
• Many expensive tests
• International network needed
Mission
A global network of diagnostic labs
• Large portfolio
• Reliable
• Fast
• Affordable
GENDIAGENDIA
GENGENeticetic DIADIAgnosticgnostic NetworkNetwork
www.GENDIA.netwww.GENDIA.net
The GENDIA network
GENDIA Network
1000 Referral labs
1 Central lab
100 Test labs
Advantages GENDIA
• 1 lab to send samples to
• 1 lab to get results from
• > 2.000 genetic tests
• Large portfolio
• Best first selection of test
• Best Reflex testing
Looking into the future
Sequencing power : billion bp / day
Will rapidly multiply
Cost : 100.000 Euros
Will rapidly decrease to 1000 Euro
Whole genome sequencing of Watson and Venter
Sequencing all
patients
Next generation sequencing
DNA SequencingDNA SequencingDNA SequencingDNA Sequencing
1980-1990 1990-2005 > 2005
Radio - gel Fluorescent - capillary Next generation
Thousand bp / day Million bp / day Billion bp / day
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