MAST BOLOGNA, 25-26 OCTOBER, 2016 DEPArray User Meeting HER2 - - PowerPoint PPT Presentation
MAST BOLOGNA, 25-26 OCTOBER, 2016 DEPArray User Meeting HER2 - - PowerPoint PPT Presentation
MAST BOLOGNA, 25-26 OCTOBER, 2016 DEPArray User Meeting HER2 expression and amplification Anja Brouwer MAST BOLOGNA, 25-26 OCTOBER, 2016 HER2 expression vs amplification HER2 expression HER2 amplification on Tissue in Tissue HER2
MAST BOLOGNA, 25-26 OCTOBER, 2016
DEPArray™ User Meeting
HER2 expression and amplification
Anja Brouwer
MAST BOLOGNA, 25-26 OCTOBER, 2016
HER2 expression vs amplification
HER2 expression
- n Tissue
HER2 amplification in Tissue HER2 expression
- n CTCs
HER2 amplification in CTCs
MAST BOLOGNA, 25-26 OCTOBER, 2016
HER2 expression on CTCs
HER2 expression
- n Tissue
HER2 amplification in Tissue HER2 expression
- n CTCs
HER2 amplification in CTCs
MAST BOLOGNA, 25-26 OCTOBER, 2016
Enrichment and Sorting of CTC
CellSearch
CTC WBC
Anti-EpCAM Anti-cytokeratin Anti-CD45
DEPArray
MAST BOLOGNA, 25-26 OCTOBER, 2016
HER2 on Cell line samples
Ce Cell ll lin line sample les Cell line model for HER2 analysis on CellSearch. 32.6 .617 Cells of 7 cell cell lin lines es.
Cell line ER HER2 IHC HER2 FISH MDA-MB-436
- normal
MCF-7 + normal BT20
- 1+
normal KPL-4
- positive
amplified SKBR3
- 3+
amplified SUM190
- positive
amplified MDA-IBC3
- positive
unknown
Subik 2010, Breast Cancer, Riethdorf 2010, Clin Cancer Res Ai 2013, Cell Signal, Klopp 2010, PloS ONE, Fernandez, 2013, Breast Cancer Res Treat
Model for HER2 expression Scoring with CellSearch and DEPArray Parameters
MAST BOLOGNA, 25-26 OCTOBER, 2016
Riethdorf CCR 2010, PMID: 20406831
7
MAST BOLOGNA, 25-26 OCTOBER, 2016
HER2 on CellSearch
Download all images of Cell lines
- 33.500 images of single tumor cells (clusters excluded)
MAST BOLOGNA, 25-26 OCTOBER, 2016
Workflow Image J
MAST BOLOGNA, 25-26 OCTOBER, 2016
HER2 intensity-bgSub per Cell line
10
MAST BOLOGNA, 25-26 OCTOBER, 2016
Prediction model
MAST BOLOGNA, 25-26 OCTOBER, 2016
12
Model for HER2 with training & testing group
Specificity: 1244/(46+1244) = 0.96 Sensitivity: 1495/(1495+88) = 0.94 Accuracy: 2739/2873 = 0.95
MAST BOLOGNA, 25-26 OCTOBER, 2016
MCF-7 (0+) BT-20 (1+) KPL-4 (2+) IBC-3 (3+)
CK PE DAPI BF HER FITC CD45 APC
HER2 on DEPArray
- Optimization and
standardizing FITC exposure time
- DEPArray of 7 spiked,
CellSearch enriched cell line samples
- 39 parameters
- Model for HER2
prediction
MAST BOLOGNA, 25-26 OCTOBER, 2016
Reproducibility
MAST BOLOGNA, 25-26 OCTOBER, 2016
Size vs HER2 IF
MAST BOLOGNA, 25-26 OCTOBER, 2016
HER2 intensity per Cell line
MAST BOLOGNA, 25-26 OCTOBER, 2016
Model for HER2 with training & testing group
MAST BOLOGNA, 25-26 OCTOBER, 2016
HER2 on CTCs
Patie tient Sample les 01/2010 – 03/2015: CellSearch 120 120 samples (>5 CTCs) of 85 patients 32.6 .617 CTCs range 5 – 8734 CTCs DEPArray 4 samples (>200 CTCs) of 4 patients 2.0 .032 CTCs range 53 – 1005 CTCs
Total 85 (100%) de novo MBC 29 (34%) Primary tumor HER2 positive 22 (26%) ER positive 60 (71%) Unknown HER2/ER status 12 (14%) Metastasis HER2 positive 5 (6%) ER positive 29 (34%) Unknown HER2/ER status 52 (61%)
MAST BOLOGNA, 25-26 OCTOBER, 2016
HER2 scoring of 4 patients on DEPArray
MAST BOLOGNA, 25-26 OCTOBER, 2016
HER2 scoring of 4 patients on DEPArray
MAST BOLOGNA, 25-26 OCTOBER, 2016
HER2 scoring of 4 patients on DEPArray
MAST BOLOGNA, 25-26 OCTOBER, 2016
Conclusion 1
- CellSearch
- Model on Cell lines does not work for patient samples.
- Modelling based on patient training and testing cohort.
- DEPArray
- Model on Cell lines is very sensitive and specific and
works for patient samples.
- Not all patients are eligible due to low CTC count.
HER2 expression
- n CTCs
MAST BOLOGNA, 25-26 OCTOBER, 2016
HER2 expression: CTCs vs Tissue
HER2 expression
- n Tissue
HER2 amplification in Tissue HER2 expression
- n CTCs
HER2 amplification in CTCs
MAST BOLOGNA, 25-26 OCTOBER, 2016
HER2 status of 82 patients
- 58 patients where HER2-
- 1 patient changed to HER2+
- 24 patients where HER2+
- 2 patients changed to HER2-
y y Primary HER2 negative HER2+ (IHC 3+ or FISH+) Mets HER2 negative HER2 positive
MAST BOLOGNA, 25-26 OCTOBER, 2016
HER2 model on HER2- patient samples
MAST BOLOGNA, 25-26 OCTOBER, 2016
HER2 model on HER2+ patient samples
MAST BOLOGNA, 25-26 OCTOBER, 2016
HER2 expression and amplification in CTCs
HER2 expression
- n Tissue
HER2 amplification in Tissue HER2 expression
- n CTCs
HER2 amplification in CTCs
MAST BOLOGNA, 25-26 OCTOBER, 2016
DEPArray → FISH
- Sorting of CTCs in HER2 + and – pools
based on cut-off from cell line model
- Soring of WBCs from patients
- Cytospin, fixation, DAKO FISH
MAST BOLOGNA, 25-26 OCTOBER, 2016
FISH
29
SKBR-3 WBC
MAST BOLOGNA, 25-26 OCTOBER, 2016
FISH – to be continued
- Perform DEPArray and FISH on more patient samples
- Perform IF-FISH on cytospins of CellSearch
enriched samples is currently being performed
MAST BOLOGNA, 25-26 OCTOBER, 2016
FISH – to be continued
HER2 expression
- n Tissue
HER2 amplification in Tissue HER2 expression
- n CTCs
HER2 amplification in CTCs
- Perform FISH on áll tissue samples
- FFPE protocol on DEPArray
MAST BOLOGNA, 25-26 OCTOBER, 2016
Acknowledgments
Thanks to everyone who supported this research. Thanks to all patients who are willing to participate in our studies
CORE Clinical Trials Oncology
- Dr. L. Dirix
- Dr. H. Dubois
- Prof. S. Van Laere
Anke Seytsma
- Prof. dr. M Peeters
All research nurses
- Dr. P. Vermeulen
- Dr. R. Salgado
Bram De Laere Pieter-Jan van Dam Anja Brouwer Charlotte Rypens Christophe Van Berckelaer Steffi Oeyen Christel Verbruggen Katrien Coen