SlideShare uma empresa Scribd logo
1 de 22
Copy number variations in
monozygotic twins
discordant for schizophrenia
Christina A. Castellani, Sujit Maiti, Kiran Kumar HB,
Richard L. O’Reilly and Shiva M. Singh
The University of Western Ontario
Schizophrenia, OMIM 181500
• > 1% of the population
• Characterized by a distortion of reality
• Heritability estimates of ~80%
• Significant disease heterogeneity
• Most cases singleton in the family
• Complex inheritance patterns
• Greatest risk is family history
Complex and Subjective diagnosis
Schizophrenia Inheritance
Search for genes: progress to date
• Chromosomal abnormalities (22q11, 1q42.1)
• Candidate gene approach (COMT, PRODH)
• Early linkage based on few markers (DTNBP1,
NRG1, DAOA)
• Genome wide association studies
(ZNF804A)
Despite increasing numbers (>6,000) of patients
and controls (>12,000), few genes have been
identified and results are difficult to reproduce
 Conclusions?
Two Unique Families
Family - 1
I-2-1
Schizophrenia
I-2-2
Bipolar
Disorder
I-1-1
Compulsive
Personality
Disorder
I-1-2
Family - 2
II-2-1
Schizophrenia
II-2-2
II-1-1 II-1-2
Copy Number Variation
• A candidate for disease associated
variation in humans
• Variable copies of DNA segments
• DNA deletions, insertions, duplications
• > 1kb and up to several mb
• 77% of CNVs are currently predicted to
include genes
• Covering about 12% of the genome in
healthy individuals
Affymetrix Genome Wide
Human SNP Array 6.0
• Median intermarker distance of less than 700 bp
• Provides breakpoint identification
• 1.8 Million Genetic Markers
> 906, 000 SNP Probes
> 946, 000 CNV Probes
Detection of Copy Number Variations
Chromosome CNV Architecture
Lee, Charles. 2007. Nature Genetics S39.
Copy Number Variation (CNV)
Distribution of CNV among family
members according to size
CNVs Size
Family 1 Family 2
I-1-1 I-1-2 I-2-1 I-2-2 Total II-1-1 II-1-2 II-2-1 II-2-2 Total
<=100 kb 0 0 0 0 0 2 0 0 1 3
>100 to 200 kb 17 18 15 20 70 119 50 24 24 217
>200 to 300 kb 11 6 4 10 31 25 6 13 9 53
>300 to 400 kb 5 5 6 5 21 11 3 1 4 19
>400 to 500 kb 2 0 2 2 6 6 1 1 2 10
>500 to 1000 kb 6 2 4 7 19 7 2 5 2 16
>1 to 10 Mb 9 4 5 3 21 5 2 4 5 16
>10 to 20 Mb 5 0 0 0 5 0 0 0 0 0
>20 Mb 3 0 0 0 3 2 0 2 2 6
Total 58 35 36 47 176 177 64 50 49 340
Distribution of CNVs within
family members
Chromosome Wide CNV Distribution
Chr No.
Family 1 Family 2
I.1 I.2 II.1 II.2 Total I.1 I.2 II.1 II.2 Total
1 4 2 2 2 10 11 2 6 6 25
2 4 2 5 5 16 11 2 2 3 18
3 1 4 2 3 10 7 4 4 2 17
4 4 3 2 4 13 8 1 3 2 14
5 0 0 0 0 0 12 0 2 1 15
6 0 0 0 0 0 10 2 0 0 12
7 2 6 3 4 15 10 5 3 4 22
8 1 0 3 3 7 7 3 3 3 16
9 1 1 2 3 7 4 4 3 4 15
10 2 1 1 1 5 3 5 1 1 10
11 3 1 2 1 7 5 1 2 2 10
12 0 1 0 1 2 4 3 0 1 8
13 0 0 0 0 0 40 1 1 0 42
14 4 6 3 5 18 4 6 5 3 18
15 4 3 1 3 11 2 6 6 8 22
16 2 1 2 3 8 9 1 1 1 12
17 4 1 2 3 10 8 2 2 1 13
18 0 0 0 0 0 1 0 0 1 2
19 0 1 0 0 1 7 3 2 1 13
20 0 0 0 0 0 0 0 0 1 1
21 1 2 2 3 8 2 3 2 1 8
22 3 0 3 2 8 3 1 1 1 6
X 18 0 1 1 20 9 9 1 2 21
Total 58 35 36 47 176 177 64 50 49 340
Gain/Loss Profiles
Gain/Loss Profiles
Gene and Pathway Analysis
Family 1: affected patient (schizophrenia) had
unique CNVs that overlapped 8 genes
Family 2: affected patient (schizophrenia) had
unique CNVs that overlapped 3 genes
Genes in the affected individual of family 1
harboured genes involved in starch and
sucrose metabolism networks (2.2 E-06)
Repeat Elements at de novo CNV
Breakpoints
de novo CNVs
• Meiotic de novo (in both twins, N=12)
• Mitotic de novo (in one twin only, N=28)
• Three de novo regions that were novel,
harbouring three genes
– PSMC1: 26S protease regulatory subunit 4
– C14orf102: highly conserved gene, no known
function
– KIAA0146: function unknown, expressed in brain
among other tissues
Twin Based Approach
• 6 pairs of MZ twins discordant for
schizophrenia
– Average number of CNVs per individual = 37.25
– Gains more frequent than losses
– 31 novel CNVs across 12 samples
– The majority (211 CNVs) were within 100 and 200
kb in size
Ingenuity Pathway Analysis (IPA)
Physiological System or Disease P-Value # Genes
Genetic Disorder 2.16 E-03 - 4.64 E-02 10
Neurological Disease 2.16 E-03 - 4.64 E-02 14
Nervous System Development and Function 9.16 E-03 3
In Summary
Copy Number Variants were found to:
– be frequent,
– harbour repeats at their breakpoints,
– overlap genes associated with
neurological networks,
– be both meiotic and mitotic in origin
– vary in location across patients
CNV differences can be detected
in MZ twins and are patient specific
Acknowledgements
We would like to acknowledge the following groups for their
funding and support:
- Canadian Institutes for Health Research (CIHR)
- Ontario Mental Health Foundation (OMHF)
- Schizophrenia Society of Ontario (SSO)
- The University of Western Ontario
A special thanks to David Carter (London Regional Genomics
Center) and the individuals who contributed samples for
use in this study.

Mais conteúdo relacionado

Mais procurados

Genome sequencing uncovers MS phenocopies in primary progressive multiple scl...
Genome sequencing uncovers MS phenocopies in primary progressive multiple scl...Genome sequencing uncovers MS phenocopies in primary progressive multiple scl...
Genome sequencing uncovers MS phenocopies in primary progressive multiple scl...Sherman Jia
 
Pathogenicity Decision Pathway in Tuberous Sclerosis Complex - Rosemary Ekong
Pathogenicity Decision Pathway in Tuberous Sclerosis Complex - Rosemary EkongPathogenicity Decision Pathway in Tuberous Sclerosis Complex - Rosemary Ekong
Pathogenicity Decision Pathway in Tuberous Sclerosis Complex - Rosemary EkongHuman Variome Project
 
Founder mutation in Parkinson's disease presented on 12/10/08
Founder mutation in Parkinson's disease presented on 12/10/08Founder mutation in Parkinson's disease presented on 12/10/08
Founder mutation in Parkinson's disease presented on 12/10/08pcpchic
 
Adenosine deaminase (ADA) immunodeficiency
Adenosine deaminase (ADA) immunodeficiencyAdenosine deaminase (ADA) immunodeficiency
Adenosine deaminase (ADA) immunodeficiencyAref Farokhi Fard
 
Heimler Syndrome Paper
Heimler Syndrome PaperHeimler Syndrome Paper
Heimler Syndrome PaperNada Alsheqaih
 
Deep Sequencing Identifies Novel Circulating and Hepatic ncRNA Profiles in NA...
Deep Sequencing Identifies Novel Circulating and Hepatic ncRNA Profiles in NA...Deep Sequencing Identifies Novel Circulating and Hepatic ncRNA Profiles in NA...
Deep Sequencing Identifies Novel Circulating and Hepatic ncRNA Profiles in NA...James Nelson
 
Regulation of KDM5 by multiple cofactors regulates cancer and stem cells
Regulation of KDM5 by multiple cofactors regulates cancer and stem cellsRegulation of KDM5 by multiple cofactors regulates cancer and stem cells
Regulation of KDM5 by multiple cofactors regulates cancer and stem cellsChristopher Wynder
 
Epigenetics and small molecule
Epigenetics and small moleculeEpigenetics and small molecule
Epigenetics and small moleculeFei Xiang
 
5. identificacion de genes
5. identificacion de genes5. identificacion de genes
5. identificacion de genesRafael Ospina
 
Symposium Presentation-Change in Transcriptome in Human Cells Deficient and P...
Symposium Presentation-Change in Transcriptome in Human Cells Deficient and P...Symposium Presentation-Change in Transcriptome in Human Cells Deficient and P...
Symposium Presentation-Change in Transcriptome in Human Cells Deficient and P...Usman Hyder
 
97 craig c. mello - 7282564 - rna interference pathway genes as tools for t...
97   craig c. mello - 7282564 - rna interference pathway genes as tools for t...97   craig c. mello - 7282564 - rna interference pathway genes as tools for t...
97 craig c. mello - 7282564 - rna interference pathway genes as tools for t...Mello_Patent_Registry
 
Uncovering novel candidate genes for pyridoxine-responsive epilepsy in a cons...
Uncovering novel candidate genes for pyridoxine-responsive epilepsy in a cons...Uncovering novel candidate genes for pyridoxine-responsive epilepsy in a cons...
Uncovering novel candidate genes for pyridoxine-responsive epilepsy in a cons...Golden Helix Inc
 
Dr. Boles MitoAction Presentation 9/13/13
Dr. Boles MitoAction Presentation 9/13/13Dr. Boles MitoAction Presentation 9/13/13
Dr. Boles MitoAction Presentation 9/13/13mitoaction
 
Fine-mapping of QTL using high-density SNP genotypes
Fine-mapping of QTL using high-density SNP genotypesFine-mapping of QTL using high-density SNP genotypes
Fine-mapping of QTL using high-density SNP genotypesJohn B. Cole, Ph.D.
 
Intox por ivermectinas
Intox por ivermectinasIntox por ivermectinas
Intox por ivermectinasRoberio Olinda
 
Evidence of continuous use of chloroquine (cq
Evidence of continuous use of chloroquine (cqEvidence of continuous use of chloroquine (cq
Evidence of continuous use of chloroquine (cqKwame Kumi Asare
 

Mais procurados (20)

Genome sequencing uncovers MS phenocopies in primary progressive multiple scl...
Genome sequencing uncovers MS phenocopies in primary progressive multiple scl...Genome sequencing uncovers MS phenocopies in primary progressive multiple scl...
Genome sequencing uncovers MS phenocopies in primary progressive multiple scl...
 
Pathogenicity Decision Pathway in Tuberous Sclerosis Complex - Rosemary Ekong
Pathogenicity Decision Pathway in Tuberous Sclerosis Complex - Rosemary EkongPathogenicity Decision Pathway in Tuberous Sclerosis Complex - Rosemary Ekong
Pathogenicity Decision Pathway in Tuberous Sclerosis Complex - Rosemary Ekong
 
Alexia Chrysostomou (083707160)
Alexia Chrysostomou (083707160)Alexia Chrysostomou (083707160)
Alexia Chrysostomou (083707160)
 
Wendy_Poster_cchmc_final
Wendy_Poster_cchmc_finalWendy_Poster_cchmc_final
Wendy_Poster_cchmc_final
 
Founder mutation in Parkinson's disease presented on 12/10/08
Founder mutation in Parkinson's disease presented on 12/10/08Founder mutation in Parkinson's disease presented on 12/10/08
Founder mutation in Parkinson's disease presented on 12/10/08
 
Adenosine deaminase (ADA) immunodeficiency
Adenosine deaminase (ADA) immunodeficiencyAdenosine deaminase (ADA) immunodeficiency
Adenosine deaminase (ADA) immunodeficiency
 
Heimler Syndrome Paper
Heimler Syndrome PaperHeimler Syndrome Paper
Heimler Syndrome Paper
 
Ariad
AriadAriad
Ariad
 
Deep Sequencing Identifies Novel Circulating and Hepatic ncRNA Profiles in NA...
Deep Sequencing Identifies Novel Circulating and Hepatic ncRNA Profiles in NA...Deep Sequencing Identifies Novel Circulating and Hepatic ncRNA Profiles in NA...
Deep Sequencing Identifies Novel Circulating and Hepatic ncRNA Profiles in NA...
 
Regulation of KDM5 by multiple cofactors regulates cancer and stem cells
Regulation of KDM5 by multiple cofactors regulates cancer and stem cellsRegulation of KDM5 by multiple cofactors regulates cancer and stem cells
Regulation of KDM5 by multiple cofactors regulates cancer and stem cells
 
Epigenetics and small molecule
Epigenetics and small moleculeEpigenetics and small molecule
Epigenetics and small molecule
 
5. identificacion de genes
5. identificacion de genes5. identificacion de genes
5. identificacion de genes
 
Wpsa Verona 10600
Wpsa Verona 10600Wpsa Verona 10600
Wpsa Verona 10600
 
Symposium Presentation-Change in Transcriptome in Human Cells Deficient and P...
Symposium Presentation-Change in Transcriptome in Human Cells Deficient and P...Symposium Presentation-Change in Transcriptome in Human Cells Deficient and P...
Symposium Presentation-Change in Transcriptome in Human Cells Deficient and P...
 
97 craig c. mello - 7282564 - rna interference pathway genes as tools for t...
97   craig c. mello - 7282564 - rna interference pathway genes as tools for t...97   craig c. mello - 7282564 - rna interference pathway genes as tools for t...
97 craig c. mello - 7282564 - rna interference pathway genes as tools for t...
 
Uncovering novel candidate genes for pyridoxine-responsive epilepsy in a cons...
Uncovering novel candidate genes for pyridoxine-responsive epilepsy in a cons...Uncovering novel candidate genes for pyridoxine-responsive epilepsy in a cons...
Uncovering novel candidate genes for pyridoxine-responsive epilepsy in a cons...
 
Dr. Boles MitoAction Presentation 9/13/13
Dr. Boles MitoAction Presentation 9/13/13Dr. Boles MitoAction Presentation 9/13/13
Dr. Boles MitoAction Presentation 9/13/13
 
Fine-mapping of QTL using high-density SNP genotypes
Fine-mapping of QTL using high-density SNP genotypesFine-mapping of QTL using high-density SNP genotypes
Fine-mapping of QTL using high-density SNP genotypes
 
Intox por ivermectinas
Intox por ivermectinasIntox por ivermectinas
Intox por ivermectinas
 
Evidence of continuous use of chloroquine (cq
Evidence of continuous use of chloroquine (cqEvidence of continuous use of chloroquine (cq
Evidence of continuous use of chloroquine (cq
 

Destaque

Application of Genetic Analyzer in AFLP Technique
Application of Genetic Analyzer in AFLP TechniqueApplication of Genetic Analyzer in AFLP Technique
Application of Genetic Analyzer in AFLP TechniqueFAO
 
Molecular Marker and It's Applications
Molecular Marker and It's ApplicationsMolecular Marker and It's Applications
Molecular Marker and It's ApplicationsSuresh Antre
 
Molecular marker technology in studies on plant genetic diversity
Molecular marker technology in studies on plant genetic diversityMolecular marker technology in studies on plant genetic diversity
Molecular marker technology in studies on plant genetic diversityChanakya P
 
Single Nucleotide Polymorphism Genotyping Using Kompetitive Allele Specific ...
Single Nucleotide Polymorphism Genotyping Using Kompetitive Allele Specific ...Single Nucleotide Polymorphism Genotyping Using Kompetitive Allele Specific ...
Single Nucleotide Polymorphism Genotyping Using Kompetitive Allele Specific ...MANGLAM ARYA
 
Rflp technology
Rflp technologyRflp technology
Rflp technologyvlmawia
 
Molecular marker and its application to genome mapping and molecular breeding
Molecular marker and its application to genome mapping and molecular breedingMolecular marker and its application to genome mapping and molecular breeding
Molecular marker and its application to genome mapping and molecular breedingFOODCROPS
 

Destaque (8)

Application of Genetic Analyzer in AFLP Technique
Application of Genetic Analyzer in AFLP TechniqueApplication of Genetic Analyzer in AFLP Technique
Application of Genetic Analyzer in AFLP Technique
 
Molecular Marker and It's Applications
Molecular Marker and It's ApplicationsMolecular Marker and It's Applications
Molecular Marker and It's Applications
 
Molecular marker technology in studies on plant genetic diversity
Molecular marker technology in studies on plant genetic diversityMolecular marker technology in studies on plant genetic diversity
Molecular marker technology in studies on plant genetic diversity
 
Single Nucleotide Polymorphism Genotyping Using Kompetitive Allele Specific ...
Single Nucleotide Polymorphism Genotyping Using Kompetitive Allele Specific ...Single Nucleotide Polymorphism Genotyping Using Kompetitive Allele Specific ...
Single Nucleotide Polymorphism Genotyping Using Kompetitive Allele Specific ...
 
Genome structure
Genome structure Genome structure
Genome structure
 
Rflp technology
Rflp technologyRflp technology
Rflp technology
 
Snp
SnpSnp
Snp
 
Molecular marker and its application to genome mapping and molecular breeding
Molecular marker and its application to genome mapping and molecular breedingMolecular marker and its application to genome mapping and molecular breeding
Molecular marker and its application to genome mapping and molecular breeding
 

Semelhante a Copy number variations in monozygotic twins discordant for schizophrenia

Dra. Mary Reilly - 'Neuropatías periféricas hereditarias'
Dra. Mary Reilly - 'Neuropatías periféricas hereditarias' Dra. Mary Reilly - 'Neuropatías periféricas hereditarias'
Dra. Mary Reilly - 'Neuropatías periféricas hereditarias' Fundación Ramón Areces
 
Personalized Medicine and the Omics Revolution by Professor Mike Snyder
Personalized Medicine and the Omics Revolution by Professor Mike SnyderPersonalized Medicine and the Omics Revolution by Professor Mike Snyder
Personalized Medicine and the Omics Revolution by Professor Mike SnyderThe Hive
 
16 apple germplasm strcture and tools for germplasm curators durel charles eric
16 apple germplasm strcture and tools for germplasm curators durel charles eric16 apple germplasm strcture and tools for germplasm curators durel charles eric
16 apple germplasm strcture and tools for germplasm curators durel charles ericfruitbreedomics
 
HSP Overview
HSP OverviewHSP Overview
HSP OverviewIsaac
 
Supporting Genomics in the Practice of Medicine by Heidi Rehm
Supporting Genomics in the Practice of Medicine by Heidi RehmSupporting Genomics in the Practice of Medicine by Heidi Rehm
Supporting Genomics in the Practice of Medicine by Heidi RehmKnome_Inc
 
Stephan Zuckner - 'Neuropatías periféricas hereditarias'
Stephan Zuckner - 'Neuropatías periféricas hereditarias'Stephan Zuckner - 'Neuropatías periféricas hereditarias'
Stephan Zuckner - 'Neuropatías periféricas hereditarias'Fundación Ramón Areces
 
Towards Precision Medicine: Tute Genomics, a cloud-based application for anal...
Towards Precision Medicine: Tute Genomics, a cloud-based application for anal...Towards Precision Medicine: Tute Genomics, a cloud-based application for anal...
Towards Precision Medicine: Tute Genomics, a cloud-based application for anal...Reid Robison
 
Digging into thousands of variants to find disease genes in Mendelian and com...
Digging into thousands of variants to find disease genes in Mendelian and com...Digging into thousands of variants to find disease genes in Mendelian and com...
Digging into thousands of variants to find disease genes in Mendelian and com...Joaquin Dopazo
 
CMT slides: understand the disease.
CMT slides: understand the disease.CMT slides: understand the disease.
CMT slides: understand the disease.Elizabeth Ouellette
 
Pap high school slides
Pap high school slidesPap high school slides
Pap high school slidesRick
 
Avances en genética. Utilidad de la NGS y la bioinformática.
Avances en genética. Utilidad de la NGS y la bioinformática.Avances en genética. Utilidad de la NGS y la bioinformática.
Avances en genética. Utilidad de la NGS y la bioinformática.BBK Innova Sarea
 
Altered proliferation and networks in neural cells derived from idiopathic au...
Altered proliferation and networks in neural cells derived from idiopathic au...Altered proliferation and networks in neural cells derived from idiopathic au...
Altered proliferation and networks in neural cells derived from idiopathic au...Masuma Sani
 
Kennedy takotsubo qrw aug 2015
Kennedy takotsubo qrw aug 2015Kennedy takotsubo qrw aug 2015
Kennedy takotsubo qrw aug 2015Martin Kennedy
 

Semelhante a Copy number variations in monozygotic twins discordant for schizophrenia (20)

Mason abrf single_cell_2017
Mason abrf single_cell_2017Mason abrf single_cell_2017
Mason abrf single_cell_2017
 
Dra. Mary Reilly - 'Neuropatías periféricas hereditarias'
Dra. Mary Reilly - 'Neuropatías periféricas hereditarias' Dra. Mary Reilly - 'Neuropatías periféricas hereditarias'
Dra. Mary Reilly - 'Neuropatías periféricas hereditarias'
 
Personalized Medicine and the Omics Revolution by Professor Mike Snyder
Personalized Medicine and the Omics Revolution by Professor Mike SnyderPersonalized Medicine and the Omics Revolution by Professor Mike Snyder
Personalized Medicine and the Omics Revolution by Professor Mike Snyder
 
16 apple germplasm strcture and tools for germplasm curators durel charles eric
16 apple germplasm strcture and tools for germplasm curators durel charles eric16 apple germplasm strcture and tools for germplasm curators durel charles eric
16 apple germplasm strcture and tools for germplasm curators durel charles eric
 
HSP Overview
HSP OverviewHSP Overview
HSP Overview
 
Supporting Genomics in the Practice of Medicine by Heidi Rehm
Supporting Genomics in the Practice of Medicine by Heidi RehmSupporting Genomics in the Practice of Medicine by Heidi Rehm
Supporting Genomics in the Practice of Medicine by Heidi Rehm
 
155 dna microarray
155 dna microarray155 dna microarray
155 dna microarray
 
155 dna microarray
155 dna microarray155 dna microarray
155 dna microarray
 
Dna microarray mehran
Dna microarray  mehranDna microarray  mehran
Dna microarray mehran
 
Eshg poster roman-naranjo
Eshg poster roman-naranjoEshg poster roman-naranjo
Eshg poster roman-naranjo
 
Stephan Zuckner - 'Neuropatías periféricas hereditarias'
Stephan Zuckner - 'Neuropatías periféricas hereditarias'Stephan Zuckner - 'Neuropatías periféricas hereditarias'
Stephan Zuckner - 'Neuropatías periféricas hereditarias'
 
Towards Precision Medicine: Tute Genomics, a cloud-based application for anal...
Towards Precision Medicine: Tute Genomics, a cloud-based application for anal...Towards Precision Medicine: Tute Genomics, a cloud-based application for anal...
Towards Precision Medicine: Tute Genomics, a cloud-based application for anal...
 
Digging into thousands of variants to find disease genes in Mendelian and com...
Digging into thousands of variants to find disease genes in Mendelian and com...Digging into thousands of variants to find disease genes in Mendelian and com...
Digging into thousands of variants to find disease genes in Mendelian and com...
 
Dna microarray mehran- u of toronto
Dna microarray  mehran- u of torontoDna microarray  mehran- u of toronto
Dna microarray mehran- u of toronto
 
CMT slides: understand the disease.
CMT slides: understand the disease.CMT slides: understand the disease.
CMT slides: understand the disease.
 
Pap high school slides
Pap high school slidesPap high school slides
Pap high school slides
 
Avances en genética. Utilidad de la NGS y la bioinformática.
Avances en genética. Utilidad de la NGS y la bioinformática.Avances en genética. Utilidad de la NGS y la bioinformática.
Avances en genética. Utilidad de la NGS y la bioinformática.
 
RDD Conf Day 1: Genomics for Rare Diseases Dr. Anna Lehman
RDD Conf Day 1: Genomics for Rare Diseases Dr. Anna LehmanRDD Conf Day 1: Genomics for Rare Diseases Dr. Anna Lehman
RDD Conf Day 1: Genomics for Rare Diseases Dr. Anna Lehman
 
Altered proliferation and networks in neural cells derived from idiopathic au...
Altered proliferation and networks in neural cells derived from idiopathic au...Altered proliferation and networks in neural cells derived from idiopathic au...
Altered proliferation and networks in neural cells derived from idiopathic au...
 
Kennedy takotsubo qrw aug 2015
Kennedy takotsubo qrw aug 2015Kennedy takotsubo qrw aug 2015
Kennedy takotsubo qrw aug 2015
 

Último

💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...
💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...
💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...khalifaescort01
 
Call Girls Kurnool Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Kurnool Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Kurnool Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Kurnool Just Call 8250077686 Top Class Call Girl Service AvailableDipal Arora
 
Trichy Call Girls Book Now 9630942363 Top Class Trichy Escort Service Available
Trichy Call Girls Book Now 9630942363 Top Class Trichy Escort Service AvailableTrichy Call Girls Book Now 9630942363 Top Class Trichy Escort Service Available
Trichy Call Girls Book Now 9630942363 Top Class Trichy Escort Service AvailableGENUINE ESCORT AGENCY
 
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 Ahmedabad Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Ahmedabad Just Call 9630942363 Top Class Call Girl Service AvailableCall Girls Ahmedabad Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Ahmedabad Just Call 9630942363 Top Class Call Girl Service AvailableGENUINE ESCORT AGENCY
 
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟ 9332606886 ⟟ Call Me For G...
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟  9332606886 ⟟ Call Me For G...Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟  9332606886 ⟟ Call Me For G...
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟ 9332606886 ⟟ Call Me For G...narwatsonia7
 
Top Rated Hyderabad Call Girls Erragadda ⟟ 9332606886 ⟟ Call Me For Genuine ...
Top Rated  Hyderabad Call Girls Erragadda ⟟ 9332606886 ⟟ Call Me For Genuine ...Top Rated  Hyderabad Call Girls Erragadda ⟟ 9332606886 ⟟ Call Me For Genuine ...
Top Rated Hyderabad Call Girls Erragadda ⟟ 9332606886 ⟟ Call Me For Genuine ...chandars293
 
Model Call Girls In Chennai WhatsApp Booking 7427069034 call girl service 24 ...
Model Call Girls In Chennai WhatsApp Booking 7427069034 call girl service 24 ...Model Call Girls In Chennai WhatsApp Booking 7427069034 call girl service 24 ...
Model Call Girls In Chennai WhatsApp Booking 7427069034 call girl service 24 ...hotbabesbook
 
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...Dipal Arora
 
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...hotbabesbook
 
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
 
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
 
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...Arohi Goyal
 
Call Girls Hosur Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Hosur Just Call 9630942363 Top Class Call Girl Service AvailableCall Girls Hosur Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Hosur 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
 
Call Girls Tirupati Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Tirupati Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 8250077686 Top Class Call Girl Service AvailableDipal Arora
 
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
 
Russian Call Girls Service Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...
Russian Call Girls Service  Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...Russian Call Girls Service  Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...
Russian Call Girls Service Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...parulsinha
 

Último (20)

💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...
💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...
💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...
 
Call Girls Kurnool Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Kurnool Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Kurnool Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Kurnool Just Call 8250077686 Top Class Call Girl Service Available
 
Trichy Call Girls Book Now 9630942363 Top Class Trichy Escort Service Available
Trichy Call Girls Book Now 9630942363 Top Class Trichy Escort Service AvailableTrichy Call Girls Book Now 9630942363 Top Class Trichy Escort Service Available
Trichy Call Girls Book Now 9630942363 Top Class Trichy Escort Service Available
 
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 Ahmedabad Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Ahmedabad Just Call 9630942363 Top Class Call Girl Service AvailableCall Girls Ahmedabad Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Ahmedabad Just Call 9630942363 Top Class Call Girl Service Available
 
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟ 9332606886 ⟟ Call Me For G...
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟  9332606886 ⟟ Call Me For G...Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟  9332606886 ⟟ Call Me For G...
Top Rated Bangalore Call Girls Ramamurthy Nagar ⟟ 9332606886 ⟟ Call Me For G...
 
Top Rated Hyderabad Call Girls Erragadda ⟟ 9332606886 ⟟ Call Me For Genuine ...
Top Rated  Hyderabad Call Girls Erragadda ⟟ 9332606886 ⟟ Call Me For Genuine ...Top Rated  Hyderabad Call Girls Erragadda ⟟ 9332606886 ⟟ Call Me For Genuine ...
Top Rated Hyderabad Call Girls Erragadda ⟟ 9332606886 ⟟ Call Me For Genuine ...
 
Model Call Girls In Chennai WhatsApp Booking 7427069034 call girl service 24 ...
Model Call Girls In Chennai WhatsApp Booking 7427069034 call girl service 24 ...Model Call Girls In Chennai WhatsApp Booking 7427069034 call girl service 24 ...
Model Call Girls In Chennai WhatsApp Booking 7427069034 call girl service 24 ...
 
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
Best Rate (Patna ) Call Girls Patna ⟟ 8617370543 ⟟ High Class Call Girl In 5 ...
 
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
 
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...
 
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 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
 
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
 
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
All Time Service Available Call Girls Marine Drive 📳 9820252231 For 18+ VIP C...
 
Call Girls Hosur Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Hosur Just Call 9630942363 Top Class Call Girl Service AvailableCall Girls Hosur Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Hosur 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
 
Call Girls Tirupati Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Tirupati Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 8250077686 Top Class Call Girl Service Available
 
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
 
Russian Call Girls Service Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...
Russian Call Girls Service  Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...Russian Call Girls Service  Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...
Russian Call Girls Service Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...
 

Copy number variations in monozygotic twins discordant for schizophrenia

  • 1. Copy number variations in monozygotic twins discordant for schizophrenia Christina A. Castellani, Sujit Maiti, Kiran Kumar HB, Richard L. O’Reilly and Shiva M. Singh The University of Western Ontario
  • 2. Schizophrenia, OMIM 181500 • > 1% of the population • Characterized by a distortion of reality • Heritability estimates of ~80% • Significant disease heterogeneity • Most cases singleton in the family • Complex inheritance patterns • Greatest risk is family history
  • 5. Search for genes: progress to date • Chromosomal abnormalities (22q11, 1q42.1) • Candidate gene approach (COMT, PRODH) • Early linkage based on few markers (DTNBP1, NRG1, DAOA) • Genome wide association studies (ZNF804A) Despite increasing numbers (>6,000) of patients and controls (>12,000), few genes have been identified and results are difficult to reproduce  Conclusions?
  • 6. Two Unique Families Family - 1 I-2-1 Schizophrenia I-2-2 Bipolar Disorder I-1-1 Compulsive Personality Disorder I-1-2 Family - 2 II-2-1 Schizophrenia II-2-2 II-1-1 II-1-2
  • 7. Copy Number Variation • A candidate for disease associated variation in humans • Variable copies of DNA segments • DNA deletions, insertions, duplications • > 1kb and up to several mb • 77% of CNVs are currently predicted to include genes • Covering about 12% of the genome in healthy individuals
  • 8. Affymetrix Genome Wide Human SNP Array 6.0 • Median intermarker distance of less than 700 bp • Provides breakpoint identification • 1.8 Million Genetic Markers > 906, 000 SNP Probes > 946, 000 CNV Probes Detection of Copy Number Variations
  • 9. Chromosome CNV Architecture Lee, Charles. 2007. Nature Genetics S39.
  • 11. Distribution of CNV among family members according to size CNVs Size Family 1 Family 2 I-1-1 I-1-2 I-2-1 I-2-2 Total II-1-1 II-1-2 II-2-1 II-2-2 Total <=100 kb 0 0 0 0 0 2 0 0 1 3 >100 to 200 kb 17 18 15 20 70 119 50 24 24 217 >200 to 300 kb 11 6 4 10 31 25 6 13 9 53 >300 to 400 kb 5 5 6 5 21 11 3 1 4 19 >400 to 500 kb 2 0 2 2 6 6 1 1 2 10 >500 to 1000 kb 6 2 4 7 19 7 2 5 2 16 >1 to 10 Mb 9 4 5 3 21 5 2 4 5 16 >10 to 20 Mb 5 0 0 0 5 0 0 0 0 0 >20 Mb 3 0 0 0 3 2 0 2 2 6 Total 58 35 36 47 176 177 64 50 49 340
  • 12. Distribution of CNVs within family members
  • 13. Chromosome Wide CNV Distribution Chr No. Family 1 Family 2 I.1 I.2 II.1 II.2 Total I.1 I.2 II.1 II.2 Total 1 4 2 2 2 10 11 2 6 6 25 2 4 2 5 5 16 11 2 2 3 18 3 1 4 2 3 10 7 4 4 2 17 4 4 3 2 4 13 8 1 3 2 14 5 0 0 0 0 0 12 0 2 1 15 6 0 0 0 0 0 10 2 0 0 12 7 2 6 3 4 15 10 5 3 4 22 8 1 0 3 3 7 7 3 3 3 16 9 1 1 2 3 7 4 4 3 4 15 10 2 1 1 1 5 3 5 1 1 10 11 3 1 2 1 7 5 1 2 2 10 12 0 1 0 1 2 4 3 0 1 8 13 0 0 0 0 0 40 1 1 0 42 14 4 6 3 5 18 4 6 5 3 18 15 4 3 1 3 11 2 6 6 8 22 16 2 1 2 3 8 9 1 1 1 12 17 4 1 2 3 10 8 2 2 1 13 18 0 0 0 0 0 1 0 0 1 2 19 0 1 0 0 1 7 3 2 1 13 20 0 0 0 0 0 0 0 0 1 1 21 1 2 2 3 8 2 3 2 1 8 22 3 0 3 2 8 3 1 1 1 6 X 18 0 1 1 20 9 9 1 2 21 Total 58 35 36 47 176 177 64 50 49 340
  • 16. Gene and Pathway Analysis Family 1: affected patient (schizophrenia) had unique CNVs that overlapped 8 genes Family 2: affected patient (schizophrenia) had unique CNVs that overlapped 3 genes Genes in the affected individual of family 1 harboured genes involved in starch and sucrose metabolism networks (2.2 E-06)
  • 17. Repeat Elements at de novo CNV Breakpoints
  • 18. de novo CNVs • Meiotic de novo (in both twins, N=12) • Mitotic de novo (in one twin only, N=28) • Three de novo regions that were novel, harbouring three genes – PSMC1: 26S protease regulatory subunit 4 – C14orf102: highly conserved gene, no known function – KIAA0146: function unknown, expressed in brain among other tissues
  • 19. Twin Based Approach • 6 pairs of MZ twins discordant for schizophrenia – Average number of CNVs per individual = 37.25 – Gains more frequent than losses – 31 novel CNVs across 12 samples – The majority (211 CNVs) were within 100 and 200 kb in size
  • 20. Ingenuity Pathway Analysis (IPA) Physiological System or Disease P-Value # Genes Genetic Disorder 2.16 E-03 - 4.64 E-02 10 Neurological Disease 2.16 E-03 - 4.64 E-02 14 Nervous System Development and Function 9.16 E-03 3
  • 21. In Summary Copy Number Variants were found to: – be frequent, – harbour repeats at their breakpoints, – overlap genes associated with neurological networks, – be both meiotic and mitotic in origin – vary in location across patients CNV differences can be detected in MZ twins and are patient specific
  • 22. Acknowledgements We would like to acknowledge the following groups for their funding and support: - Canadian Institutes for Health Research (CIHR) - Ontario Mental Health Foundation (OMHF) - Schizophrenia Society of Ontario (SSO) - The University of Western Ontario A special thanks to David Carter (London Regional Genomics Center) and the individuals who contributed samples for use in this study.

Notas do Editor

  1. 20 min, including 3-5 min for questions
  2. Overlapping symtoms
  3. Concordance rates for MZ twins average 48%Concordance rates for DZ twins average 14%
  4. We are now more sure than ever that schizophrenia is not controlled by one defining marker or variant. We require unique approaches. Highly heterogenous. Different families may have different causal mutations.
  5. Unique due to MZ twins – discordance – inheritance patterns can be analyzed
  6. A new layer of genomic complexityCNVs are defined as compared to a reference genome
  7. Each SNP or CNV on the chip is assessed using a perfect match (PM) method and 4 probes per SNP are present on the array.202,000 known CNV probes&gt;906,000 SNP probes, &gt;946,000 CNV probes, TCAG probesAccurate breakpoint identification helpful for downstream identification of genes and precision in comparing samples.
  8. CNV present in Dad and both twins, inherited CNV
  9. Over 10 per cent of the CNVs identified were novel, not found in the database of genomic variantsAvg. Number of CNV per person = 64.5
  10. Known reported deletion syndrome on chromosome 13
  11. Affected and Unaffected, 13 differences between the two, 50 CNVs in top, 49 CNVs on bottom
  12. Affected and Unaffected, 4 differences between the two, 37 in top, 48 in bottom
  13. Say something about each of these genesPSMC1 has previously been implicated in a neurodegenerative model
  14. Of 66 genesPSMC1?C14orf102?