implementation of the ddd/clingen ogt (cytosure v3) microarray · west midlands regional genetics...

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West Midlands Regional Genetics Laboratory Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray OGT UGM Birmingham 08/09/2016 Dom McMullan Birmingham Women's NHS Trust

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Page 1: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray

OGT UGM

Birmingham 08/09/2016

Dom McMullan

Birmingham Women's NHS Trust

Page 2: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

WM chromosomal microarray (CMA) testing

• Population of ~6 million (10%) • Chromosomal microarray (CMA)

– First-line test for all DD patients – >5,000 per annum plus 15% growth – Prenatal diagnosis (structural anomalies) – Fetal pathology

Page 3: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Typical DD Pathway until 2015

CMA +/- single gene testing

Deciphering Developmental Disorders (DDD)

12,000 trio exomes +/- ultra-high res arrayCGH

Page 4: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Typical DD Pathway from 2016?

CMA Clinical Exome (filtered)

100,000 whole genomes

Page 5: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Balancing factors for platform choice in Clinical Genomics

• Cost • Detection rate • Ease of analysis • Throughput

• Discovery less important ?

Page 6: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

CMA platform choices

Lowest cost, highest detection rate Available platforms within UK cost envelope: • OGT / Agilent based 8x60k design (aCGH) • Affymetrix CytoScan 750k (SNP+CN based) • Illumina CytoSNP 8x850k (SNP based)

Page 7: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

DDD project • Transformed Clinical Genetics in UK

– DECIPHER – 12,000 exomes back to NHS – Ended diagnostic odyssey – Discovered >12 “new” genes – Expedited interpretation skills – the Genomic MDT – DDG2P evidence based gene list

Page 8: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Evidence Bases for new OGT (v3.0) DDD array

• DDG2P gene list (n=>1,400) – Disorder, Mechanism, Consequence and HI scores

https://decipher.sanger.ac.uk/ddd#ddgenes • ISCA/ClinGen dosage sensitivity map

– http://www.ncbi.nlm.nih.gov/projects/dbvar/clingen/ • ISCA/ClinVar submitted clinical cases • DECIPHER recurrent syndromes

• OGT v3.0 60k CNV, 180k CNV and 180k CNV+SNP designs

Page 9: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

DDG2P centric gene targeting • ~300 Monoallelic / LoF genes at single exon resolution • ~200 Monoallelic missense /uncertain genes at gene level • Additional coverage in DECIPHER curated syndrome regions • Evidence based “backbone” (ISCA/ClinGen pathogenic + HI score)

Tier 1; ~120kb HI gene rich / reported pathogenic CNVs Tier 2; ~300kb Tier 3; ~500kb agenic / no reported pathogenic CNVs Theoretical resolution based on 3-probe calling

Page 10: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Validation • Bank of 1,000s of known abnormal cases • CNVs at limits of detection previously

– E.g. 2 probe calls • Mosaics • Many samples have data for:

– BlueGnome / Illumina 60K ISCA v2.0 – Affymetrix CytoScan-HD and 750K SNP array – Illumina CytoSNP SNP bead array 850K

• CHALLENGING CASES

Page 11: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

DLR spread comparison; 48 sample validation

Mean DLR: OGT v3 DDD = 0.115, Illumina v2 = 0.158

Page 12: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Deletion at 1q41-q42

• 8.7Mb deletion; mean log2 ratio, -0.9 • Highly consistent probe behaviour; all 119 probes < -0.6

Page 13: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

PDHA1 deletion (Xp22.2)

• 35 probes on v3 array • Multi-exon 13kb deletion

Page 14: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

MEF2C deletion (5q13.4)

• Manually called and validated from ISCA v2.0 array (2 probes only) • 36 probes called on v3 array • Minimum size 68kb; multiple exons

Page 15: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

CREBBP (Rubenstein-Taybi) deletion (16p22.2)

• Manually called and validated from ISCA v2.0 array (2 probes only) • 9 probes called on v3 array • Minimum size 2.2kb; 2 exons

Page 16: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

MID1 (Opitz-G) intragenic duplication (single exon)

• Previous detection by 2x105k OGT X-array • 4 probes called on DDD array • Minimum size 500bp (single exon)

Page 17: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

MID1 (Opitz-G) intragenic duplication (single exon)

• Previous detection by 2x105k OGT X-array • 4 probes called on v3 array • Minimum size 500bp (single exon)

Page 18: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Investigations • 46 XY • 22q- FISH: NAD (brothers) Opitz-G? • MID1 seq ( Naples 2006): NAD • 1Mb BAC array: NAD • X/Y tiling BAC array: NAD • OGT X exon array; intragenic dup • DDD aCGH: NAD • DDD exome: intragenic dup

Page 19: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

TBX5 12q24 deletion (Holt-Oram)

• Minimum 450bp • 3 probes, 1 exon

Page 20: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Mosaic trisomy 18?

Low level mosaic on peripheral blood in IUGR neonate Confirmation on buccal swab

17 19 18

Page 21: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Mosaic trisomy 18?

Low level mosaic on peripheral blood in IUGR neonate Confirmation on buccal swab

17 19 18 Aneuploidy summary plot

Page 22: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Validation of CNVs from DDD

Page 23: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Validation of CNVs from DDD

• 12,000 undiagnosed UK trios recruited – Majority had routine aCGH in local centres

• WES and ultra-high resolution aCGH at Wellcome Trust Sanger Institute, Cambridge

• Plausible pathogenic data fed-back to local clinical/laboratory teams for validation

• 1200 trios from WM region – 300 variants so far (SNVs and CNVs)

Page 24: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

DDD Research Report

Page 25: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Page 26: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Array-CGH (2x1m Agilent custom) De novo 1.27kb deletion

Page 27: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

HDAC8 deletion confirmation

• 1.17kb deletion (minimum) • 2 exons, 7 probes

Page 28: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

HDAC8 deletion confirmation

• 1.17kb deletion (minimum) • 2 exons, 7 probes

Page 29: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Predictive comparison in UCSC

Platform

Min Max

OGT /DDD v3.0 ✔ ✔

Illumina 850k ✗ ✗

CytoScan HD ✗ ✗

Page 30: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Page 31: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

DDD validation Case 2: History

• Intellectual disability (severe) • Autistic • Self-mutilation • Ptosis

Page 32: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

DDD Research Report

Page 33: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Page 34: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

De novo 3.8kb

Array-CGH (2x1m Agilent custom) De novo 3.8kb deletion

Page 35: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

MED13L deletion confirmation

• 269bp deletion (minimum) • 1 exon (9), 3 probes

Page 36: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

MED13L deletion confirmation

• 269bp deletion (minimum) • 1 exon(9), 3 probes

Page 37: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

MED13L deletion confirmation

• 269bp deletion (minimum) • 1 exon(9), 3 probes

Page 38: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Predictive comparison in UCSC

Platform

Min Max

OGT /DDD v3.0 ✔ ✔

Illumina 850k ✗ ✗

CytoScan HD ✗ ✗

Page 39: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Page 40: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

DDD validations

• Genotype-phenotype discussion in local MDT • Both de novo cases fit clinical phenotypes • Clinical reports issued • Rapid, cost-effective validations

• Answers would have been possible for families

years previously via aCGH if DDD array had been available…..

Page 41: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Prospective exonic CNV diagnoses

(OGT/DDD array implemented April 2016)

Page 42: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Single exon deletion (1.2kb); ARSE

Dysmorphic Skeletal anomalies Parental samples requested Chrondrodysplasia Punctata (X-linked)

Page 43: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Single exon deletion (1.2kb); ARSE

Page 44: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Single exon (1kb) PTPN11

• dysmorphic • ?VSD/ASD • puffy hands/feet • short 5th fingers

• Parental samples

requested

Page 45: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Single exon (1kb) PTPN11

• dysmorphic • ?VSD/ASD • puffy hands/feet • short 5th fingers

• Parental samples

requested

Page 46: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Single exon (1kb) PTPN11

Page 47: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

PTPN11; DECIPHER

Page 48: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Single exon (1.1kb) GRIN2A

• ILD • Motor delay

• DE NOVO

Page 49: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Balancing factors

• Exonic deletions • SNPs: AOH/UPD

Page 50: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Application of v3 4x180K SNP array • Unusual case of autosomal recessive Bartter syndrome • Clinician; “Homozygous deletion via UPD event? ” • Bartter syndrome type 4B

– Renal salt wasting – Deafness – CLCNKA and CLCNKB

• Bartter syndrome type 3 – Renal salt wasting – CLCNKB

Page 51: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Chr1 (whole chromosome)

Page 52: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Chr1 (whole chromosome)

Regions of UPD (AOH)

Page 53: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Homozygous deletion in region of UPD 1p36.13

Page 54: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Algorithmic deletion call

Deleted probes only mapped to CLCNKB;

NO probes in CLCNKA

Homozygous deletion in region of UPD 1p36.13

Page 55: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Page 56: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

OGT/DDD v3 180k SNP Beta test data

Page 57: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

OGT/DDD v3 180k SNP Beta test data

CLCNKA not deleted • No deafness • Bartter Type 3

Page 58: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Summary • OGT/DDD 8x60k implemented all referrals • Single exon deletions can be detected if targeted • Will detection rate increase?

– 3/400 (0.75%) WM DDD cases have pathogenic single exon changes – >7/1500 (>0.5%) prospective cases missed previously?

• How much has been missed? • High density does not equate to high resolution • New genes = future versions? BUT have the majority of haploinsufficient genes now been discovered?

– “Prevalence and architecture of dominant developmental disorders” – http://biorxiv.org/content/early/2016/04/20/049056

Page 59: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Summary • Extended life for chromosomal microarray?

– Rapid, cost-effective detection of recurrent CNV syndromes

• Exome/panel CNV calling improvements? • CNV calling in WGS / 100kgp data? • Need for higher resolution data-sets

– ExAC CNV data released August 2016 – Clinical CNV data

Page 60: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Data-sharing

NHS Data-sharing consortium – (semi) auto-upload capability to DECIPHER

• OGT software export plug-in

– Auto-upload via API functionality being explored – SNV and CNV worlds are colliding

• Interpretation requires all variattion

– THIS DATA NEEDS SHARING

Page 61: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

NHS Data-sharing Consortium

Page 62: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Data Collection • How common are smaller exonic changes?

– e.g <3 exons – What has been missed ? – Unusual mechanisms/ genotype-phenotype ?

• This UGM as a forum to drive data-collection project

• OGT keen to support collaborative study • DDD team keen to collaborate on joint publication

Page 63: Implementation of the DDD/ClinGen OGT (CytoSure v3) Microarray · West Midlands Regional Genetics Laboratory Validation • Bank of 1,000s of known abnormal cases • CNVs at limits

West Midlands Regional Genetics Laboratory

Acknowledgements

• WMRGL team – Rowena Roberts – Lisa Reali, Sam Martin, Dave Bohanna, Laura Scott,

Gareth Masson, Fiona Togneri

• DDD / DECIPHER team • OGT team

Thank-you for your attention !!