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Using exome-wide next generation sequencing to identify genetic changes in wild type GIST
Martin G. Belinsky Ph.D.
Kinase mutations in adult and pediatric GIST
Tarn and Godwin 2005
What gene(s) are mutated?Effect of mutation?
Targeted therapeutically?
Imatinib mesylate
Exome-sequencing: focus on wild type GIST
Mutant | Wild type
Mutant | Wild type
Genome-stable
High IGF1R
Approach: NexGen Exome Sequencing
• Exome = the ~ 1% of the genome formed by exons, the coding portion of genes
• Exome-capture with Agilent Human All Exon SureSelect library
• High-throughput sequencing on Illumina Genome Analyzer IIX
• Data transformation and analysis through Fox Chase Institute for Personalized Medicine, Biostatistics and Bioinformatics Facility
Pilot study: germline plus tumor DNA
Maternal germline
Paternal germline
Patient germline
GIST
Sequence variants vs. reference genome
69,239
71,050
69,444
72,003
Filter data->Substitution: G->A
Reference sequence(~30 million bases)
Number of variants
71,050Total exome variants
Data filtering: tumor example
15,002
4,191
448
Causes protein change
Not in FCCC controls
Not in variant databases
Biological query 1: somatic mutations
What variants are in tumor only?
Maternal germline
Paternal germline
Patient germline
GIST
71,050
15,002
4,191
448
Causes protein change
Total exome variants
Not in FCCC controls
Filtering GIST sequence variants:biological query
Not in variant databases
54
24
18
3
Not found in patient
Not found in parents
Visual inspection
All confirmed
Discard duplicates
Mutations are confirmed by conventional sequencing
Tumor Patient
Sanger sequencing (conventional)
Tumor
Patient
Tviewer
3 confirmed somatic mutations
1. MAP-kinase pathway, cell proliferation
2. Cell cycle regulation
3. Mitotic spindle assembly checkpoint
Query 2: inherited gene variations: cancer susceptibility?
Query 3: de novo mutations
What variants are found only in patient germline?
Maternal germline
Paternal germline
Patient germline
GIST
Results of de novo analysis
Summary and Directions
• Confirmation...somatic mutations in GIST tumors, and potential disease-susceptibility variants and mutations in patient germline DNA
• Validation… in larger set of wild type GIST
• Modeling..effect of mutation on protein structure and function
• Testing…effects on cell signaling and cell growth
• Translation… to the clinic
Acknowledgements
Institute for Personalized Medicine • Jeff Boyd• Biao Luo• Beth Wirchansky• Caitlyn Forsythe• Lucinda Hughes
Andy Godwin Lisa Vanderveer
Meg von MehrenLori RinkAlexis Cordero
Biosample Repository• Joellen Weaver
Bioinformatics •Suraj Peri•Alla Lapidus•Michael Slifker•Olga Tchuvatkina
Cytogenetics•Joe Testa•Jianming Pei
Funding•GCRF•FCCC•SFA •NIH•RTOG