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Genomic sequencing for the Cancer Genome Atlas and clinical translation. Chris Sander Computational & Systems Biology MSKCC Memorial Sloan-Kettering Cancer Center New York. New York Biotechnology Association NYBA 2-May-2012 @ NYC. The Cancer Genome Atlas Research Network.
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Genomic sequencing for the Cancer Genome Atlas and clinical translation Chris Sander Computational & Systems Biology MSKCCMemorial Sloan-Kettering Cancer Center New York New York Biotechnology Association NYBA 2-May-2012 @ NYC
A global project Australia Canada China France Germany India Italy Japan Spain UK US >20M € 1-2 cancer types / country
TCGA: Massive Sequencing and more • Multiple data types • Clinical diagnosis • Treatment history • Histologic diagnosis • Pathologic report/images • Tissue anatomic site • Surgical history • Gene expression/RNA sequence • Chromosomal copy number • Loss of heterozygosity • Methylation patterns • miRNA expression • DNA sequence • RPPA (protein) • Subset for Mass Spec 25 forms of cancer glioblastoma multiforme(brain) squamous carcinoma(lung) serouscystadenocarcinoma(ovarian) Etc. Etc. Etc. Biospecimen CoreResource with more than 150 Tissue Source Sites 6 Cancer GenomicCharacterization Centers 3 GenomeSequencingCenters 7 Genome Data Analysis Centers Data Coordinating Center
Whole genome sequencing in cancer 7 Prostate 5 Melanoma 7/9 Colon 5 Ovarian WGS Whole genome sequencing 5 Brain Mike Lawrence, Broad Inst TCGA & other data 2011-10-6 3 CLL … 23 MM
Diversity of DNA segment alterations across cancer types brain ovarian * hypermutated colorectal lung breast TCGA data / IGV / Niki Schultz
Ovarian cancer: DNA repair weakened 47% of patients affected by alterations in this gene set The Cancer Genome Atlas Network – TCGA The Cancer Genome Atlas Network – TCGA – Nature, 2011 N.Schultz, E.Cerami, D.Levine, P. Spellman et al.
Ovarian cancer: DNA repair weakened Drug trials for these patients using PARP inhibitors? The Cancer Genome Atlas Network – TCGA – Nature, 2011 N.Schultz, E.Cerami, D.Levine, P. Spellman et al.
Prostate cancer: much better prognosis for patients with fewer DNA segment alterations
Prostate cancer: much better prognosis for patients with fewer DNA segment alterations
Prostate cancer: much better prognosis for patients with fewer DNA segment alterations less aggressive treatment?
www.cbioportal.org • Cancer Genomics PortalDecision Support System for Clinical Research cBio@MSKCC, Cancer Discovery, in press
Contributions based on massive DNA sequencing Future 1: New drug targets Future 2: Precision Medicine
Massive genomic sequencing reveals protein evolution RAS protein family: and oncogene and its relatives
3D protein structures from next-gen sequencing Evolutionary information & statistics & physics www.EVfold.org
3D protein structures from next-gen sequencing Test: RAS cancer protein observed www.EVfold.org
3D protein structures from next-gen sequencing Test: RAS cancer protein EVfold predicted observed www.EVfold.org
3D protein structures from next-gen sequencing Test: RAS cancer protein observed predicted compared www.EVfold.org
New drug targets predicted in 3D www.EVfold.org Sander Group / MSKCC, Marks Group / HMS - Cell, 10 May 2012
Future 2: Precision Medicine Clever & massively parallel DNA and RNA sequencing in a clinical setting: • New therapeutic targets • Prognosis • Biomarkers of response • Choice of therapy
Future 2: Precision Medicine Clever & massively parallel DNA and RNA sequencing in a clinical setting: • New therapeutic targets • Prognosis • Biomarkers of response • Choice of therapy Targeted therapies tailored to the individual.
Future 2: Precision Medicine Clever & massively parallel DNA and RNA sequencing in a clinical setting: • New therapeutic targets • Prognosis • Biomarkers of response • Choice of therapy Targeted therapies tailored to the individual.