abstract # 1500 development of a quantitative ......image segmentation and quantitative multiplex...
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Development of a Quantitative Immunofluorescence Imaging Assay to Assess b-catenin Translocation and Multiplex Biomarkers for Epithelial-Mesenchymal Transition (EMT) in Tumor Tissues
Tony Navas 1, Robert J. Kinders 1, Karun Mutreja 1, Scott M. Lawrence 1, Donna Butcher 2, Melinda Hollingshead 3, Ralph E. Parchment 1, Joseph E. Tomaszewski 4, and James H. Doroshow 4
1Laboratory of Human Toxicology and Pharmacology, Applied/Developmental Directorate, SAIC-Frederick, Inc., Frederick National Laboratory, Frederick MD 21702; 2Pathology/Histotechnology Laboratory, Laboratory Animal Sciences Program, SAIC-Frederick, Inc., Frederick National Laboratory, Frederick, MD 21702;
3Biological Testing Branch, Developmental Therapeutics Program, National Cancer Institute, Frederick, MD 21702; 4Division of Cancer Treatment and Diagnosis and Center for Cancer Research, National Cancer Institute, Bethesda, MD 20810
Background Wnt/β-catenin signaling and cadherin-mediated cell adhesion are two processes that promote cell proliferation and epithelial-mesenchymal transition (EMT) of carcinomas. Therapeutic inhibitors of Wnt-induced tumor activation prevent stabilization and nuclear translocation of β-catenin and putatively lead to inhibition of tumor metastasis by upregulation of E-Cadherin and downregulation of N-Cadherin and Vimentin.
Abstract # 1500
Conclusions
Target Mab Source Host,
Clonality Clone
ID Species
Reactivity Target
Specificity
Chamber Slides (ICF)
10% NBF; Triton-X
FFPE (IHF)
10% NBF HIER Citrate
E-Cadherin-AF488 BD Biosciences Ms, Mab Clone 36 Hu, Rat, Ms, Dg (Western, IFA)
N-Cadherin-AF647 BD Biosciences Ms, Mab Clone 32 Hu, Rat, Ms, Chk (Western, IFA)
b -Catenin-AF546 (CTNNB1)
Epitomics Rb, Mab E247D Hu, Rat, Ms (Western, IFA)
Vimentin-AF790 Abcam Ms, Mab V9 Hu, Dg, Rat, Ch (Western, IFA)
Pancytokeratin-AF790 Santa Cruz Ms, Mab C11 Hu, Ms, Rat (IFA)
EMT Multiplex IFA Assay Panel 0
0.2
0.4
0.6
0.8
1
1.2
1.4
1.6
HCT116 Parental HCT116 Betacat (D45/-)
B-cat/GAPDH HCT116 Parental
CTNNB1 (D45/WT)
HCT116 KO
CTNNB1 (D45/-)
IFA: Western:
Validation of b-catenin antibody specificity on parental vs. CTNNB1 heterozygous KO HCT116 cell lines by confocal immunofluorescence and Western analysis
b-catenin Antibody Validation in CTNNB1 Knockout Cell Line
A431 HT29 PC3 SW620
N-Cadherin + Anti-Ms AF488
293T
A431 293T HT29 PC3 SW620
E-Cadherin-AF488
A431 293T HT29 PC3 SW620
b-catenin + Anti-Rb AF488
Summary of EMT Multiplex IFA Staining on CRC, TNBC, and Melanoma FFPE Tumor Cell Models
Multiplex IFA Staining Validation of EMT Biomarkers in Mesenchymal and Epithelial Tumor Models
Multiplex Staining Validation of EMT Biomarkers on Rat Kidney Tissue
Fitness For Purpose Assay Validation: b-catenin Nuclear Translocation In Vitro
0
20
40
60
80
100
0h 4h 8h 24h 0h 4h 8h 24h
DMSO GSK3 b inhibitor
% Cell w/ Low Expression
% Cell w/ Med Expression
% Cell w/ High Expression
% C
ells
wit
h N
ucl
ear b
-cat
enin
0h 4h 8h 24h
GSK-3bi
DMSO
Time course for b-catenin Nuclear Translocation In Vitro
EMT Multiplex IFA Assay Validation: FL-1
A multiplex quantitative immunofluorescence assay (qIFA) was developed to assess changes in levels of EMT biomarkers (E-Cadherin, N-Cadherin, Vimentin/Pancytokeratin) as well as monitor intracellular translocation of β-catenin in tumor tissues. A panel of highly specific monoclonal antibodies against EMT targets, directly conjugated to various fluorophores, was optimized for multiplex staining of FFPE tissues using colorectal (CRC) and triple-negative breast (TNBC) cancer cell lines and xenograft tissues as tumor controls for target expression. Rat kidney was used as a positive control for endogenous biomarker expression in tissues. Image acquisition was performed with confocal and epifluorescence microscopy. Image segmentation and quantitative multiplex analysis were performed using NIS Elements and Definiens Tissue Studio software to obtain total mean integrated signal per biomarker within a tissue region of interest.
Vimentin (Clone V9)
Pancytokeratin (Clone C11)
A375 HCT116 HT29 MDA-MB-231 SKMEL28
A375 HCT116 HT29 MDA-MB-231 SKMEL28
A37
5
HT2
9
HCT
116
MD
A-M
B-2
31
SKM
EL-2
8
GAPDH
Vimentin
Vimentin and Pancytokeratin Antibody Validation
Validation of monoclonal antibody specificity on epithelial or mesenchymal tumor cell models by Immunofluorescence Confocal Microscopy and Western Analysis
b -Catenin- AF546
N-Cadherin- AF647
E-Cadherin- AF488
Vimentin-AF790/ Pancytokeratin-
AF790
DAPI
MD
A-M
B-4
35
BT5
49
PC
3
DU
14
5
MC
F7
N-Cadherin
GAPDH
E-Cadherin
Actin
DU145
E-Cadherin (Clone 36)
N-Cadherin (Clone 32)
PC3 MDA-MB-435
MCF7 PC3 MDA-MB-435
PC3 DU145 MCF7 BT549
BT549
Validation of monoclonal antibody specificity on epithelial and mesenchymal tumor cell models by Immunofluorescence and Western Analysis
E-Cadherin and N-Cadherin Antibody Specificity Validation:
Staining Validation of Various EMT Targets on Control FFPE Tumor Cell Models by Confocal Microscopy
Cell Line E-Cadherin CTNNB1 N-Cadherin Vimentin Tumor Type
SW620 +
(Patchy)
+++ Membrane, Cytoplasm
Nucleus -
+ (Patchy)
CRC
Colo201 +++ +++
Membrane, Cytoplasm - - CRC
Colo205 +++ +++
Membrane, Cytoplasm - - CRC
DLD-1 ++ +++
Membrane, Cytoplasm - - CRC
HT29 ++ ++
Membrane - - CRC
HCT116 - +
Membrane - - CRC
MDA-MB-231 - + - +++ TNBC
BT549 - + +++ +++ TNBC
A375 - + ++ ++ Melanoma
MDA-MB-435 - ++
Membrane +++ ++ Melanoma
SKMEL28 + +
Membrane + ++ Melanoma
A375 BT549 Colo205 HT29 SKMEL28
Mesenchymal Epithelial
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200
400
600
800
1000
1200
A375 BT549 Colo201 Colo205 DLD1 HCT116 HT29 MDA MB 435
SKMEL28 SW620 BT549 Iso Colo201 Iso
Betacatenin
E-Cadherin
N-Cadherin
Vimentin
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Definiens Tissue Studio Analysis: N-Cadherin, E-Cadherin, Vimentin, and b-catenin
GSK-3bi
LPA +
GSK-3bi
Merge Cytoplasmic Mask Nuclear Mask
DMSO
LPA
Fitness for purpose evaluation of the biomarkers was performed in vitro to demonstrate nuclear translocation of b-catenin. A431 squamous epithelial cell lines treated with lysophosphatidic acid (LPA) induced adherens junction (AJ) dissociation of membrane E-Cadherin and b-catenin, while co-treatment with specific inhibitors to glycogen synthase kinase-3b (GSK-3b) induced a 5-fold increase in the nuclear- to-cytoplasmic mean intensity ratio of b-catenin after 24h.
Merge E-Cadherin b-catenin N-Cadherin Vimentin
Definiens Tissue Studio Quantitative Analysis:
ROI 2 ROI 1
ROI Analysis Nuclear Mask Membrane Mask
Fitness For Purpose Assay Validation: E-Cadherin to N-Cadherin Membrane Intensity Ratio Quantitation
E-Cadherin N-Cadherin Merge + DAPI
Control
24h TGF
48h TGF
72h TGF
0
0.2
0.4
0.6
0.8
1
1.2
1.4
1.6
1.8
2
No TGF 24h 72h
E:N-Cadherin Ratio in TGF-Treated NMuMG Cells
ROI 1
ROI 2
ROI 3
E:N
Ra
tio
(M
ea
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TGF-b-treatment of the NMuMG mouse epithelial cell line induced a significant decrease in E- to N-Cadherin membrane intensity ratio after 24 and 72h in vitro, determined from images segmented and analyzed with NIS Elements software.
We have developed a quantitative imaging assay that integrates multiplex changes in EMT biomarkers to assay the pharmacodynamic activities of potential targeted agents currently in development at the National Cancer Institute (NCI). This assay could also be applied for retrospective analysis of clinical samples to document drug-induced changes in tumor phenotypes. Funded by NCI Contract No. HHSN261200800001E.
EMT Target Protein or Peptide Source Soluble/
Purity His Tag
removed Molecular
Weight
Molar Excess
For Blocking Total μg
N-Cadherin 42-mer Peptide NEP 95% N/A 4.7 k 200 fold 49.1 μg
b-catenin Rec. FL Protein ANL Yes/SDS Yes 87.8 kD 10 fold 37.1 μg
E-Cadherin Rec. C-terminus (a.a. 731-882)
ANL Yes Yes 17.4 kD 20 fold 18.7 μg
Vimentin Rec. FL Protein Abcam 9M Urea
Dialyzed into PBS Yes 54.0 kD 10 fold 28.8 μg
Colorectal (CRC), melanoma or triple-negative breast cancer (TNBC) tumor pellets were stained with the validated panel of EMT multiplex IFA antibodies and images were analyzed by Definiens Tissue Studio software to quantify biomarker levels of N-Cadherin (red), E-Cadherin (green), Vimentin (blue), and b-catenin (gray). Bar graphs show the total integrated signal per cell in the region of interest (ROI), which reflects the variations in EMT biomarkers evident in particular mesenchymal to epithelial phenotypes.
Rat kidney tissue was stained with the validated panel of EMT multiplex IFA or isotype control antibodies and images were analyzed by Definiens Tissue Studio software to determine relative levels of N-Cadherin (pink), E-Cadherin (green), b-catenin (red) and Vimentin (blue) biomarkers. Rat kidneys endogenously express each biomarker (tissue expression varies by location and relative levels). Rat kidney tissue could be used as an assay calibrator for reagent lots and for validation of the multiplex staining method. The upper panel shows expression of each biomarker within different epifluorescent channels. Bar graphs show the total integrated signal per cell in the ROI, corrected against the background obtained from an isotype control-stained adjacent tissue section.
Epithelial to Mesenchymal Transition (EMT):
E-Cadherin
N-Cadherin
Vimentin
Fibronectin
Nuclear translocation of β-catenin (CTNNB1)
Wnt Pathway Activation
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200
400
600
800
1000
1200
EMT Multiplex EMT Isotype EMT minus Betacatenin EMT minus N-cadherin EMT minus vimentin vimentin N-cadherin Betacatenin
Betacatenin
N-Cadherin
Vimentin
FL -1 Single FL
Multiplex Isotype
EMT
EMT Minus
b-catenin
EMT Minus
N-Cadherin
EMT Minus
Vimentin
Single FL
Vimentin N-Cadherin b-catenin
Multiplex
EMT (FL-1)
BT549 Tissue Studio Analysis: b-catenin, N-Cadherin, and Vimentin
To
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Fluorescence Minus One experiment compares the fluorescence signals from each channel when all 4 antibodies are mixed together (EMT multiplex) or any one of the antibodies is left out (FL-1), versus when only one antibody is used for staining tissue sections (single FL). This experiment determines whether any of the antibodies interact within the multiplex mixture during staining (antibody reactivity) as well as determines any potential fluorescence overlap or interference that may arise based on the multiplex IFA platform (signal interference).
Recombinant Protein and Peptide Blockers of EMT Antibodies
EMT Multiplex IFA Target Validation: b-catenin and N-Cadherin Target Blocking
0
100
200
300
400
500
600
700
Betacatenin + buffer Betacatenin + Betacatenin Block EMT Multiplex + buffer EMT Multiplex + Betacatenin Block
EMT Multiplex + N-Cadherin Block
EMT Isotype
Betacatenin
N-Cadherin
Vimentin
A375 Blocking Expt. Studio Analysis: β-catenin, N-Cadherin, and Vimentin
EMT Multiplex Isotype Control
+
N-Cadherin peptide
b-catenin
+
blocking buffer
+
b-catenin protein
+
b-catenin protein
+
blocking buffer
+
blocking buffer
To
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RO
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0
50
100
150
200
ROI 1 ROI 2
Rat Nephron EMT Multiplex Bckg Corr
N-Cadherin
E-Cadherin
Betacatenin
Vimentin
Target validation was performed by incubating each antibody with molar-fold excess concentrations of the recombinant protein or peptide corresponding to each target at 4 0C overnight then staining tissue sections with the EMT multiplex antibody mixture. Complete blocking of target binding was observed when the signal from each EMT antibody was blocked by the overexpressed target either alone or in combination with the multiplex of EMT antibodies, demonstrating specificity of each Mab to its tissue target.
The Frederick National Laboratory is accredited by AAALAC International and follows the Public Health Service Policy for the Care and Use of Laboratory Animals. Animal care was provided in accordance with the procedures outlined in the "Guide for Care and Use of Laboratory Animals" (National Research Council; 1996; National Academy Press; Washington, D.C.)
TIFF Image Region of Interest
(ROI) N-Cadherin
Marker Mask DAPI
Nuclear Mask
Isotype Control
EMT Multiplex
# of nuclei = 264 Marker intensity = 48
Marker Area (um2) = 1942
8
353
b-catenin Marker Mask
Marker intensity = 91
Marker Area (um2) = 343
118
12
Composite
N-Cadherin = 345
β-catenin = 106
Definiens Tissue Studio : Relative EMT Biomarker Signal Analysis on Mouse Testis
Total integrated Signal per cell in ROI =
(Marker intensity) X (Marker area) *
(# of nuclei)
*Average marker intensity and area were thresholded based on isotype control-stained adjacent tissue section
# of nuclei = 235 Marker intensity = 38
Marker Area (um2) = 51
Marker intensity = 36
Marker Area (um2) = 82
Results
Methods