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Molecular profiling of residual TNBC after neoadjuvant chemotherapy 20150128 Yonsei Genomics Center Hanna Lee
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√ Point of this journal -Molecular profiling of residual TNBC after chemotherapy -Identification of putative druggable targets (MCL1 and JAK2) - 연구중심병원과제, rectal cancer project
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Contents 1.Journal review 2.Introduction of Nanostring technology 3.RNA digital assay using Nanostring
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Overview TNBC (Triple negative breast cancer) NAC (Neoadjuvant chemotherapy) 30 % pCR (pathologic complete response) 70 % chemoresistant tumor cells (metastasis) NGS Digital RNA analysis 90 % available targeted therapy
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Ki67 does not predict clinical outcome in TNBCs MedianMinMax Age482478 N% StageIIa33% IIb55% IIIa1312% IIIb7769% IIIc109% NA33% Neoadjuvant taxaneYes5550% No5348% NA33% Menopause statusPre5550% Post5348% NA33% Node statusPos7063% Neg3733% NA44% ▶ N=111 TNBCs ▶ Nanostring gene expression PAM50 centroid
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Genomic alteration in drug-resistant residual cancers after NAC ▶ Targeted DNA seq 3,320 exons of 182 oncogenes, tumor suppressors 37 introns of 14 genes (including CNA, Indel) 85 FFPE (cellularity > 20 %) 81 successfully analyzed 6 samples lacked sufficent depth (>200x) 7 were HER2 amplfication (FISH) 74 for NGS, 68 for CNA also
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Post-NAC TNBC with a lterations (%) Analyzable sample size ( N) TCGA PAM50 Basal-like with alteratio ns (%) (N=81)Fisher's Exact p-value (two-tailed) TP538974850.48 MCL15468190.0006 MYC3568320.7293 PIK3CA1274140.8156 PTEN167460.0697 RB11174111 BRCA11174120.8 JAK2106820.08 CDKN2A974110.7964 NF177420.2596 KRAS76861 CCND166820.4123 AKT3768140.2912 EGFR4682.50.66 CCND266851 CCND366820.42 IGF1R66820.42 CDK666810.1784 CCNE166890.7547
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Gene expression analysis ▶ Nanostring gene expression analysis 450 transcript - associated with the post-NAC Ki67 score - PAM50 genes - MAP-ERK kinase activation signature - TGF-ß activation signature N = 104 89 passed QC (65 were analyzed by NGS)
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nCounter analysis system for gene expression analysis -automated, multi-application, digital detection and counting system -profile up to 800 nucleic acids molecules simultaneously -does not include any amplification step -15 min hands-on time -FFPE compatiable Prep station Digital analyzer
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Experimental process
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Sequence common to ALL Reporter probes Sequence common to ALL Capture probes Probe Architecture NanoString Confidential. 13 Biotin Target Specific Capture Probe Target Specific Reporter Probe
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NanoString Confidential. 14 Target Specific Capture Probe Target Specific Reporter Probe Probe Architecture
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PrepStation: Executing a Run Tip Sheaths Tips and Piercers Reagent Plates Waste Receptacles 0.2ml Tubes Samples Cartridge and Electrode Assembly
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NanoString Confidential. 16 PrepStation: Executing a Run
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NanoString Confidential. 17 PrepStation: Executing a Run
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nCounter Assay Hybridized Probes Bind to Cartridge Surface of cartridge is coated with streptavidin 18 NanoString Confidential.
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Immobilize and align reporter for image collecting and barcode counting 19 NanoString Confidential. nCounter Assay
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Image Surface One reporter code = 1 mRNA 20 NanoString Confidential. nCounter Assay
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Sample_IDACTBGAPDHGUSRPLPOTFRCAURKABAG1BCL2BIRC5C17orf37 13-44333 A1 100 ng1232263692234623651170822071141920 13-44333 A1 150 ng1592788892886226997260892791552635 13-44333 A1 200 ng26953158255491098919024011404882274582 13-44333 A1 300 ng29655183495741215723224801595522725167 13-43810 A2 100 ng5662362149644211092921020121 13-43810 A2 150 ng9127590210510218213166535241197 13-43810 A2 200 ng13934912813515298320269049874276 13-43810 A2 300 ng15409972014716574367249653677309 Result
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▶ pre-built panels ▶ other applications
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Gene expression analysis ▶ Nanostring gene expression analysis 450 transcript - associated with the post-NAC Ki67 score - PAM50 genes - MAP-ERK kinase activation signature - TGF-ß activation signature N = 104 89 passed QC (65 were analyzed by NGS)
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Selection of oncogenic alterations by chemotherapy ▶ pre-post matched TNBC 20 pairs gene alteration trend - G (gain) : only post - E (enrichment) : pre < post - L (loss) : only pre - R (reduction) : pre > post ▶ sample purity
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Post-NAC TNBC with a lterations (%) Analyzable sample size ( N) TCGA PAM50 Basal-like with alteratio ns (%) (N=81)Fisher's Exact p-value (two-tailed) TP538974850.48 MCL15468190.0006 MYC3568320.7293 PIK3CA1274140.8156 PTEN167460.0697 RB11174111 BRCA11174120.8 JAK2106820.08 CDKN2A974110.7964 NF177420.2596 KRAS76861 CCND166820.4123 AKT3768140.2912 EGFR4682.50.66 CCND266851 CCND366820.42 IGF1R66820.42 CDK666810.1784 CCNE166890.7547
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Coamplification of MYC and MCL1 in the residual disease of TNBC 1 2 3 4 1 2 3 4
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MYC/MCL MYC MYC/MCL
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Molecular alterations is the residual disease after NAC correlate with patient outcome
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Prognostic interaction of MEK activation and MYC amplification
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Molecular profiling for rational selection of adjuvant targeted therapies
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