Molecular profiling of RCC: Timeless lessons Gennady Bratslavsky, M.D. Professor and Chairman Department of Urology Upstate Medical University Syracuse, NY
DISCLOSURES: NONE
The Urologic Oncology Branch at the National Cancer Institute
SUNY Upstate Medical University Department of Urology
Human Renal Epithelial Neoplasms Papillary Chromophobe Oncocytoma Type: Clear Cell Papillary Hybrid Type 2 Type 1 Gene: VHL BHD MET FH Type: Clear/Chromophobe Angiomyolipoma Oncocytic TFE3 SDHB, SDHC, Gene: TFE2,TFEB PTEN TSC1,TSC2 SDHD
Papillary Type 1 M Clear/Chromophobe E T Hsp90 PTEN TFE3 PI3K LKB1 Hybrid AMPK Akt TFE3 Hsp90 Chromo- Onco- mTORC2 phobe cytoma Angiomyolipoma FNIP1 FNIP2 Hsp90 TSC2 FLCN Hsp90 TSC1 Hsp90 Papillary Type 2 Oncocytic FH Hsp90 Rheb Hsp90 SDH Clear cell mTORC1 PHD HIF α VHL Hsp90
Molecular Profiles DNA RNA Protein Transcription Translation PTM Genome Transcriptome Proteome
Interrogation of DNA (Genome) Sequencing, mutational analysis, gene losses/gains DNA methylation /gene silencing Cell Free DNA
Nature, 2013
Chromosomal analysis and gene methylation in RCC
Interrogation of RNA (transcriptome) 31,910 Publications on Gene Signatures!
Interrogating MicroRNA (miRNA)
Interrogating proteome Tens of thousands articles evaluating protein levels, levels of expression, immunohistochemistry, interactions, post- translational modifications, pathways, etc
Nogueira M et al. Urologic Oncology
Interrogating metabolome
Important concepts Molecular profiling: the concept from BIG data (sequencing, arrays, large screens) How good is the data? How reproducible is it? What drive these data?
My own journey with BIG DATA
Sanford-Bratslavsky. Plos One
Biobanking quality matters HUNDREDS / THOUSANDS OF GENES ARE AFFECTED BY PROCUREMENT CONDITIONS AND STORAGE
Tissue Procurement Conditions Personalized/Precsision Medicine depends on accurate expression profiling of surgical specimens Standardized guidelines on tissue processing after surgical extirpation are lacking Methods of tissue acquisition alone could significantly impact tumor profile
One More Variable LAPAROSCOPY/ROBOTICS
Laparoscopic/Robotic Surgery Tissue procured from laparoscopic/robotic procedures is subjected to ischemia time at body temperature
Methods – Tissue Procurement
16 samples per tumor Snap frozen a piece (time = zero) 4 º C - Ice 37 º C – Laparoscopy 22 º C - Room 5 30 60 120 240 5 30 60 120 240 5 30 60 120 240 Snap frozen at these time points (mins)
Gel Electropheresis of Tumor RNA Time (mins) 0 5 30 60 120 240 5 30 60 120 240 5 30 60 120 240 4 º C 22 º C 37 º C Temperature ( º C)
28S 18S Time point = 0 mins 4 º C 22 º C 37 º C t = 5 mins t = 30 mins t = 60 mins t = 120 mins t = 240 mins
Differentially Expressed Genes
Concept of branched evolution and heterogeneity
Bratslavsky et al, J Cancer, 2011
Please separate tumor heterogeneity from heterogeneity of quality
Conclusions Molecular profiles are the ultimate path for risk stratification, prognostication, and therapy selection Molecular profiles are highly dependent on high quality tissue preservation With existing heterogeneity of RCC genetics high quality biobanking will allow for future progress
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