SlideShare a Scribd company logo
1 of 1
Download to read offline
Detection of IFNγ induced PD-L1 expression by combined in situ RNA analysis and protein profiling from a single FFPE slide
Qingyan Au • Judy Kuo • Michael S Lazare• Raghav Padmanabhan • Flora Sahafi• Kathy Nguyen • Eddie Moler • Nicholas Hoe
Clarient Diagnostic Services, NeoGenomics Laboratories, Aliso Viejo, CA
Background
PD1 ligands (PD-L1) are often upregulated on the cell surface of many different tumors. The primary role of PD-L1 in cancer is
to inhibit T-cell mediated immune response. Two general mechanisms for PD-L1 expression on tumor cells have been proposed.
Innate immune resistance, in which PD-L1 expression is induced by the constitutive oncogenic signaling, and adaptive immune
resistance, in which PD-L1 expression is induced byT-cells releasing interferon-γ (IFNγ) and activating the STATsignaling pathway.
In order to differentiate between these two mechanisms, IFNγ mRNAexpression is measured as an effective alternative to detecting
IFNγ protein. Detection of cytokines by IHC is challenging as secreted proteins are widely diffused and the associated staining
expression, and MultiOmyxTM
utilized to measure CD3, CD4, CD8, FOXP3, CD163, TIM3, LAG3, PD1, and PD-L1 protein expression. In this study, combined
, esophageal, and prostate cancer samples.
Overview of Combined RNAScope ISH and MultiOmyx Multiplexing IF Workflow
Slides were cleared
based on RNAScope manufacturer’s protocol. After RNA signals were captured, the same slide was processed using MultiOmyx multiplexing
performed multiple times from a single slide.
Conclusion
Combined MultiOmyx IF and RNAscope assays enabled direct correlation between IFNγ mRNA expression to PD-L1 protein
induced by constitutive oncogenic signaling. Lung sample B illustrate a possible adaptive immune resistance phenotype in
which PD-L1 expression is induced in tumor cells in response to IFNγ. High IFNγ expression is observed in tumor/CK+ cells and
cells consisting of Tcytotoxic, Thelper, Tregulatory, and macrophages. In lung sample A, PD-L1 is expressed in tumor/CK+
cells similar to sample B, but PD-L1 expression is not induced by IFNγ expression. Lung sample A illustrates a possible innate
signals in the tumor microenvironment. The MultiOmyx assay enables differentiation of PD-L1 innate immune resistance from
Biomarker Staining Comparison Between Individual MultiOmyx Assay to Combined RNAScope & MultiOmyx assay
Figure 2. Comparison of biomarker staining on RNAScope & MultiOmyx IF processed slides vs MultiOmyx IF only (20x). The left panel displayed representative biomarker staining shown as ‘molecular’ DAB or mDAB images from MultiOmyx IF staining processed slide. The
middle panel displayed slides processed through combined RNAScope and MultiOmyx staining.
Integrated RNA Analysis and Protein Profiling
A. B. C. Spatial analysis of T-cells & Mφ
+
2. Stain Slide 3. Acquire immunofluorescence
Cy3-Ab A Cy5-Ab B
Staining Round 1 Staining Round 2
1. Acquire Background
5. Acquire New Background
Staining Round 3
Staining Round (n)
4. Inactivate
Dye
6. Repeat
(1…n) New Ab
20X
DAPIPPIB
20X
1. Permeabilize 2. Hybridize3 .A mplify Signal
MultiOmyxTM
is a registered trademark of NeoGenomics, Inc, which holds a license from GE HealthCare BioSciences Corp. RNAScope is a trademark of ACDBio
CD3
CD4
CD8 PD-L1
PD1
FoxP3
LAG-3
TIM-3
CD163CD3
PD-L1
PD1
FoxP3
LAG-3
TIM-3
CD163
CD4
CD8
CD3 CD4 CD8 T-helper T-cytotoxic
PD1 CD4 CD8 FOXP3 PD-L1
CD3+ CD4+ CD8+ T-helper T-cytotoxic
PD1 CD4 CD8 FOXP3 PD-L1
MultiOmyx MultiOmyxCombined RNAScope & MultiOmyx RNAScope & MultiOmyx
CD4 CD8 FOXP3 PD1 CD163 PanCKCD4 CD8 FOXP3 PD1 CD163 PanCK
DAPI CD4 CD8 PD-L1 IFNγ
Lung Sample A Lung Sample B
CD4+FoxP3+
CD8+PD1+
CD4+PD1+
CD4+CD163+
CD8+ IFNγ +
(white arrows)
DAPI CD4 CD8 PD-L1 IFNγ
PD-L1+ IFNγ +
(cyan arrows)
Co-expression
# of
cells
% of
cells
Co-expression
# of
cells
% of
cells
CD3+CD4+ < 10 - CD3+CD8+ < 10 -
CD3+CD4+PD1+ 0 0 CD3+CD8+PD1+ 0 0
CD3+CD4+TIM3+ < 10 - CD3+CD8+TIM3+ 0 0
CD3+CD4+PD1+TIM3+ 0 0 CD3+CD8+PD1+TIM
3+
0 0
CD3+CD4+FoxP3+ 0 0 CD3-CD163+ 97 14.5
CD3+CD4+
FOXP3+PD1+
0 0 CD3-CD163+ PDL1+ < 10 -
CD3+CD4+
FOXP3+TIM3+
0 0 PanCK+PDL1+ 148 22.2
DAPI (# of total cells) 667 -
Co-expression
# of
cells
% of
cells
Co-expression
# of
cells
% of
cells
CD3+CD4+ 219 14.3 CD3+CD8+ 206 13.4
CD3+CD4+PD1+ 53 3.5 CD3+CD8+PD1+ 40 2.6
CD3+CD4+TIM3+ 33 2.2 CD3+CD8+TIM3+ 43 2.8
CD3+CD4+ PD1+TIM3+ 11 0.7 CD3+CD8+
PD1+TIM3+
18 1.2
CD3+CD4+FoxP3+ 41 2.7 CD3-CD163+ 379 24.7
CD3+CD4+
FOXP3+PD1+
< 10 - CD3-CD163+
PDL1+
19 1.2
CD3+CD4+
FOXP3+TIM3+
< 10 - PanCK+PDL1+ 158 10.3
DAPI (# of total cells) 1533 -
Co-expression of immune markers in lung sample A
Co-expression of immune markers in lung sample B
Figure 3. Characterization of IFNγ mRNA
cell level by combined RNAScope ISH
and MultiOmyx multiplexing IF assay. (A)
Color overlaid images of the punctate IFNγ
mRNA signals detected by RNAScope (in
magenta) and PD-L1, CD4, CD8 MultiOmyx
IF staining (in yellow, green, red) and DAPI
(in blue) on 2 FFPE lung cancer samples with
high PD-L1 expression. (B) Co-expression
analysis of multiple immune markers utilizing
algorithm. For each phenotype, the number
and percentage of cells are calculated. (C)
Spatial analysis calculating the distance of
T cells and macrophages in proximity to the
tumor margin.
#5135
Co-expression
# of
cells
% of
cells
Co-expression
# of
cells
% of
cells
Co-expression
# of
cells
% of
cells
Co-expression
# of
cells
% of
cells
RNA Detection (RNAScope ISH assay) Protein Detection (MultiOmyx Mpx IF assay)

More Related Content

What's hot

Dr. maryalice stetler stevenson mrd of lymphoproliferative disorder
Dr. maryalice stetler stevenson   mrd of lymphoproliferative disorderDr. maryalice stetler stevenson   mrd of lymphoproliferative disorder
Dr. maryalice stetler stevenson mrd of lymphoproliferative disorderHitham Esam
 
Chapter 36 t reg cells
Chapter 36 t reg cellsChapter 36 t reg cells
Chapter 36 t reg cellsNilesh Kucha
 
Helper t cell 17
Helper t cell 17Helper t cell 17
Helper t cell 17yoyosuky
 
Dr. Santos Manes - Simposio Internacional 'Terapias oncológicas avanzadas'
Dr. Santos Manes - Simposio Internacional 'Terapias oncológicas avanzadas'Dr. Santos Manes - Simposio Internacional 'Terapias oncológicas avanzadas'
Dr. Santos Manes - Simposio Internacional 'Terapias oncológicas avanzadas'Fundación Ramón Areces
 
Lymphoproliferative disorders
Lymphoproliferative disordersLymphoproliferative disorders
Lymphoproliferative disordersTai Alakawy
 
Dr. maryalice stetler stevenson all mrd
Dr. maryalice stetler stevenson   all mrdDr. maryalice stetler stevenson   all mrd
Dr. maryalice stetler stevenson all mrdHitham Esam
 
G.2014-immuno~ (8.adaptive immunity'tcell'-jyh)
 G.2014-immuno~ (8.adaptive immunity'tcell'-jyh) G.2014-immuno~ (8.adaptive immunity'tcell'-jyh)
G.2014-immuno~ (8.adaptive immunity'tcell'-jyh)Helder Jorge Semedo Pires
 
Wong raymond symposium2016_present
Wong raymond symposium2016_presentWong raymond symposium2016_present
Wong raymond symposium2016_presentchristinamcsher
 
regulatory-t-cells-and-their-implications-in-graft-versus-host-disease-2-pdf-1
regulatory-t-cells-and-their-implications-in-graft-versus-host-disease-2-pdf-1regulatory-t-cells-and-their-implications-in-graft-versus-host-disease-2-pdf-1
regulatory-t-cells-and-their-implications-in-graft-versus-host-disease-2-pdf-1Dat Tran, MD
 
Control of immune response by regulatory T cells
Control of immune response by regulatory T cellsControl of immune response by regulatory T cells
Control of immune response by regulatory T cellsVICTOR MAESTRE RAMIREZ
 
Immunology v t-ly
Immunology v t-lyImmunology v t-ly
Immunology v t-lyMUBOSScz
 
7 immunology-csbrp
7 immunology-csbrp7 immunology-csbrp
7 immunology-csbrpPrasad CSBR
 

What's hot (20)

Dr. maryalice stetler stevenson mrd of lymphoproliferative disorder
Dr. maryalice stetler stevenson   mrd of lymphoproliferative disorderDr. maryalice stetler stevenson   mrd of lymphoproliferative disorder
Dr. maryalice stetler stevenson mrd of lymphoproliferative disorder
 
T reg
T regT reg
T reg
 
Chapter 36 t reg cells
Chapter 36 t reg cellsChapter 36 t reg cells
Chapter 36 t reg cells
 
L372.full
L372.fullL372.full
L372.full
 
Helper t cell 17
Helper t cell 17Helper t cell 17
Helper t cell 17
 
Fimmu 05-00055
Fimmu 05-00055Fimmu 05-00055
Fimmu 05-00055
 
Dr. Santos Manes - Simposio Internacional 'Terapias oncológicas avanzadas'
Dr. Santos Manes - Simposio Internacional 'Terapias oncológicas avanzadas'Dr. Santos Manes - Simposio Internacional 'Terapias oncológicas avanzadas'
Dr. Santos Manes - Simposio Internacional 'Terapias oncológicas avanzadas'
 
Lymphoproliferative disorders
Lymphoproliferative disordersLymphoproliferative disorders
Lymphoproliferative disorders
 
Dr. maryalice stetler stevenson all mrd
Dr. maryalice stetler stevenson   all mrdDr. maryalice stetler stevenson   all mrd
Dr. maryalice stetler stevenson all mrd
 
G.2014-immuno~ (8.adaptive immunity'tcell'-jyh)
 G.2014-immuno~ (8.adaptive immunity'tcell'-jyh) G.2014-immuno~ (8.adaptive immunity'tcell'-jyh)
G.2014-immuno~ (8.adaptive immunity'tcell'-jyh)
 
Wong raymond symposium2016_present
Wong raymond symposium2016_presentWong raymond symposium2016_present
Wong raymond symposium2016_present
 
Duzkale_2011_CLL biomarker LDOC1
Duzkale_2011_CLL biomarker LDOC1Duzkale_2011_CLL biomarker LDOC1
Duzkale_2011_CLL biomarker LDOC1
 
3768 rennert
3768 rennert3768 rennert
3768 rennert
 
regulatory-t-cells-and-their-implications-in-graft-versus-host-disease-2-pdf-1
regulatory-t-cells-and-their-implications-in-graft-versus-host-disease-2-pdf-1regulatory-t-cells-and-their-implications-in-graft-versus-host-disease-2-pdf-1
regulatory-t-cells-and-their-implications-in-graft-versus-host-disease-2-pdf-1
 
The Phantom Menace
The Phantom MenaceThe Phantom Menace
The Phantom Menace
 
Control of immune response by regulatory T cells
Control of immune response by regulatory T cellsControl of immune response by regulatory T cells
Control of immune response by regulatory T cells
 
Immunology v t-ly
Immunology v t-lyImmunology v t-ly
Immunology v t-ly
 
Minh's Poster
Minh's PosterMinh's Poster
Minh's Poster
 
Prognostic markers
Prognostic markers Prognostic markers
Prognostic markers
 
7 immunology-csbrp
7 immunology-csbrp7 immunology-csbrp
7 immunology-csbrp
 

Similar to Detection of PD-L1 Expression Mechanisms in Cancer with RNA and Protein Analysis

PD1_PDL1_Short Paper
PD1_PDL1_Short PaperPD1_PDL1_Short Paper
PD1_PDL1_Short PaperJulie Legg
 
Prof.dr.moh'd sorour bch
Prof.dr.moh'd sorour bchProf.dr.moh'd sorour bch
Prof.dr.moh'd sorour bchmohammed4450
 
Journal.pone.0007111
Journal.pone.0007111Journal.pone.0007111
Journal.pone.0007111Elsa von Licy
 
3_Flowcytometry_31روعة_Assessment_of_Immune_Functions_2021_2022.pdf
3_Flowcytometry_31روعة_Assessment_of_Immune_Functions_2021_2022.pdf3_Flowcytometry_31روعة_Assessment_of_Immune_Functions_2021_2022.pdf
3_Flowcytometry_31روعة_Assessment_of_Immune_Functions_2021_2022.pdfnedalalazzwy
 
2015 11 Inmunoterapia en nsclc
2015 11 Inmunoterapia en nsclc2015 11 Inmunoterapia en nsclc
2015 11 Inmunoterapia en nsclcMartín Lázaro
 
dkNET Webinar: Leveraging Computational Strategies to Identify Type 1 Diabete...
dkNET Webinar: Leveraging Computational Strategies to Identify Type 1 Diabete...dkNET Webinar: Leveraging Computational Strategies to Identify Type 1 Diabete...
dkNET Webinar: Leveraging Computational Strategies to Identify Type 1 Diabete...dkNET
 
Gene expression profile of the tumor microenvironment from 40 NSCLC FFPE and ...
Gene expression profile of the tumor microenvironment from 40 NSCLC FFPE and ...Gene expression profile of the tumor microenvironment from 40 NSCLC FFPE and ...
Gene expression profile of the tumor microenvironment from 40 NSCLC FFPE and ...Thermo Fisher Scientific
 
PD-L1 ROLE IN CANCER IMMUNOTHERAPY
PD-L1 ROLE IN CANCER IMMUNOTHERAPYPD-L1 ROLE IN CANCER IMMUNOTHERAPY
PD-L1 ROLE IN CANCER IMMUNOTHERAPYarchanachintakindi
 
The expression of ITPK in normal colon and colorectal cancer cells - Poster
The expression of ITPK in normal colon and colorectal cancer cells - PosterThe expression of ITPK in normal colon and colorectal cancer cells - Poster
The expression of ITPK in normal colon and colorectal cancer cells - Postermaldjuan
 
Silencing c-Myc translation as a therapeutic strategy through targeting PI3Kd...
Silencing c-Myc translation as a therapeutic strategy through targeting PI3Kd...Silencing c-Myc translation as a therapeutic strategy through targeting PI3Kd...
Silencing c-Myc translation as a therapeutic strategy through targeting PI3Kd...Mark Lipstein
 
biomarkers in immunotherapy.pptx
biomarkers in immunotherapy.pptxbiomarkers in immunotherapy.pptx
biomarkers in immunotherapy.pptxmadurai
 
Tumor Infiltrating Lymphocyte Panel
Tumor Infiltrating Lymphocyte PanelTumor Infiltrating Lymphocyte Panel
Tumor Infiltrating Lymphocyte PanelRafael Casiano
 
Flowcytometer & elisa
Flowcytometer & elisaFlowcytometer & elisa
Flowcytometer & elisaadikarisb
 

Similar to Detection of PD-L1 Expression Mechanisms in Cancer with RNA and Protein Analysis (20)

PD1_PDL1_Short Paper
PD1_PDL1_Short PaperPD1_PDL1_Short Paper
PD1_PDL1_Short Paper
 
PDL1.pptx
PDL1.pptxPDL1.pptx
PDL1.pptx
 
430_2008_Article_81
430_2008_Article_81430_2008_Article_81
430_2008_Article_81
 
Prof.dr.moh'd sorour bch
Prof.dr.moh'd sorour bchProf.dr.moh'd sorour bch
Prof.dr.moh'd sorour bch
 
Journal.pone.0007111
Journal.pone.0007111Journal.pone.0007111
Journal.pone.0007111
 
3_Flowcytometry_31روعة_Assessment_of_Immune_Functions_2021_2022.pdf
3_Flowcytometry_31روعة_Assessment_of_Immune_Functions_2021_2022.pdf3_Flowcytometry_31روعة_Assessment_of_Immune_Functions_2021_2022.pdf
3_Flowcytometry_31روعة_Assessment_of_Immune_Functions_2021_2022.pdf
 
2015 11 Inmunoterapia en nsclc
2015 11 Inmunoterapia en nsclc2015 11 Inmunoterapia en nsclc
2015 11 Inmunoterapia en nsclc
 
dkNET Webinar: Leveraging Computational Strategies to Identify Type 1 Diabete...
dkNET Webinar: Leveraging Computational Strategies to Identify Type 1 Diabete...dkNET Webinar: Leveraging Computational Strategies to Identify Type 1 Diabete...
dkNET Webinar: Leveraging Computational Strategies to Identify Type 1 Diabete...
 
Gene expression profile of the tumor microenvironment from 40 NSCLC FFPE and ...
Gene expression profile of the tumor microenvironment from 40 NSCLC FFPE and ...Gene expression profile of the tumor microenvironment from 40 NSCLC FFPE and ...
Gene expression profile of the tumor microenvironment from 40 NSCLC FFPE and ...
 
PD-L1 ROLE IN CANCER IMMUNOTHERAPY
PD-L1 ROLE IN CANCER IMMUNOTHERAPYPD-L1 ROLE IN CANCER IMMUNOTHERAPY
PD-L1 ROLE IN CANCER IMMUNOTHERAPY
 
The expression of ITPK in normal colon and colorectal cancer cells - Poster
The expression of ITPK in normal colon and colorectal cancer cells - PosterThe expression of ITPK in normal colon and colorectal cancer cells - Poster
The expression of ITPK in normal colon and colorectal cancer cells - Poster
 
PlOSone paper
PlOSone paperPlOSone paper
PlOSone paper
 
Silencing c-Myc translation as a therapeutic strategy through targeting PI3Kd...
Silencing c-Myc translation as a therapeutic strategy through targeting PI3Kd...Silencing c-Myc translation as a therapeutic strategy through targeting PI3Kd...
Silencing c-Myc translation as a therapeutic strategy through targeting PI3Kd...
 
biomarkers in immunotherapy.pptx
biomarkers in immunotherapy.pptxbiomarkers in immunotherapy.pptx
biomarkers in immunotherapy.pptx
 
Tumor Infiltrating Lymphocyte Panel
Tumor Infiltrating Lymphocyte PanelTumor Infiltrating Lymphocyte Panel
Tumor Infiltrating Lymphocyte Panel
 
Rathod
RathodRathod
Rathod
 
Sitc 2015 poster
Sitc 2015 posterSitc 2015 poster
Sitc 2015 poster
 
Flowcytometer & elisa
Flowcytometer & elisaFlowcytometer & elisa
Flowcytometer & elisa
 
Inmuno .pdf
Inmuno .pdfInmuno .pdf
Inmuno .pdf
 
CME: Sepsis Pathogenesis – Microbial factors
CME: Sepsis Pathogenesis – Microbial factorsCME: Sepsis Pathogenesis – Microbial factors
CME: Sepsis Pathogenesis – Microbial factors
 

More from Rafael Casiano

Seeking commercial sales and business development opportunities
Seeking commercial sales and business development opportunitiesSeeking commercial sales and business development opportunities
Seeking commercial sales and business development opportunitiesRafael Casiano
 
Life Sciences Career Opportunities
 Life Sciences Career Opportunities Life Sciences Career Opportunities
Life Sciences Career OpportunitiesRafael Casiano
 
New Disruptive Technology Helps CROs and Pharma Accelerate Oncology-Focused C...
New Disruptive Technology Helps CROs and Pharma Accelerate Oncology-Focused C...New Disruptive Technology Helps CROs and Pharma Accelerate Oncology-Focused C...
New Disruptive Technology Helps CROs and Pharma Accelerate Oncology-Focused C...Rafael Casiano
 
Seeking Business Development and Sales role opportunities
Seeking Business Development and Sales role opportunities Seeking Business Development and Sales role opportunities
Seeking Business Development and Sales role opportunities Rafael Casiano
 
AACR Immune Infiltration In ER, PR, HER2 IHC Subtypes
AACR Immune Infiltration In ER, PR, HER2 IHC SubtypesAACR Immune Infiltration In ER, PR, HER2 IHC Subtypes
AACR Immune Infiltration In ER, PR, HER2 IHC SubtypesRafael Casiano
 
EmergingUnderstandingofMultiscaleTumorHeterogeneityDecember2014
EmergingUnderstandingofMultiscaleTumorHeterogeneityDecember2014EmergingUnderstandingofMultiscaleTumorHeterogeneityDecember2014
EmergingUnderstandingofMultiscaleTumorHeterogeneityDecember2014Rafael Casiano
 
A novel platform for in situ, multiomic, hyper-plexed analyses of systems bio...
A novel platform for in situ, multiomic, hyper-plexed analyses of systems bio...A novel platform for in situ, multiomic, hyper-plexed analyses of systems bio...
A novel platform for in situ, multiomic, hyper-plexed analyses of systems bio...Rafael Casiano
 

More from Rafael Casiano (8)

Seeking commercial sales and business development opportunities
Seeking commercial sales and business development opportunitiesSeeking commercial sales and business development opportunities
Seeking commercial sales and business development opportunities
 
Life Sciences Career Opportunities
 Life Sciences Career Opportunities Life Sciences Career Opportunities
Life Sciences Career Opportunities
 
New Disruptive Technology Helps CROs and Pharma Accelerate Oncology-Focused C...
New Disruptive Technology Helps CROs and Pharma Accelerate Oncology-Focused C...New Disruptive Technology Helps CROs and Pharma Accelerate Oncology-Focused C...
New Disruptive Technology Helps CROs and Pharma Accelerate Oncology-Focused C...
 
Seeking Business Development and Sales role opportunities
Seeking Business Development and Sales role opportunities Seeking Business Development and Sales role opportunities
Seeking Business Development and Sales role opportunities
 
AACR Immune Infiltration In ER, PR, HER2 IHC Subtypes
AACR Immune Infiltration In ER, PR, HER2 IHC SubtypesAACR Immune Infiltration In ER, PR, HER2 IHC Subtypes
AACR Immune Infiltration In ER, PR, HER2 IHC Subtypes
 
Gerdes2013-PNAS
Gerdes2013-PNASGerdes2013-PNAS
Gerdes2013-PNAS
 
EmergingUnderstandingofMultiscaleTumorHeterogeneityDecember2014
EmergingUnderstandingofMultiscaleTumorHeterogeneityDecember2014EmergingUnderstandingofMultiscaleTumorHeterogeneityDecember2014
EmergingUnderstandingofMultiscaleTumorHeterogeneityDecember2014
 
A novel platform for in situ, multiomic, hyper-plexed analyses of systems bio...
A novel platform for in situ, multiomic, hyper-plexed analyses of systems bio...A novel platform for in situ, multiomic, hyper-plexed analyses of systems bio...
A novel platform for in situ, multiomic, hyper-plexed analyses of systems bio...
 

Detection of PD-L1 Expression Mechanisms in Cancer with RNA and Protein Analysis

  • 1. Detection of IFNγ induced PD-L1 expression by combined in situ RNA analysis and protein profiling from a single FFPE slide Qingyan Au • Judy Kuo • Michael S Lazare• Raghav Padmanabhan • Flora Sahafi• Kathy Nguyen • Eddie Moler • Nicholas Hoe Clarient Diagnostic Services, NeoGenomics Laboratories, Aliso Viejo, CA Background PD1 ligands (PD-L1) are often upregulated on the cell surface of many different tumors. The primary role of PD-L1 in cancer is to inhibit T-cell mediated immune response. Two general mechanisms for PD-L1 expression on tumor cells have been proposed. Innate immune resistance, in which PD-L1 expression is induced by the constitutive oncogenic signaling, and adaptive immune resistance, in which PD-L1 expression is induced byT-cells releasing interferon-γ (IFNγ) and activating the STATsignaling pathway. In order to differentiate between these two mechanisms, IFNγ mRNAexpression is measured as an effective alternative to detecting IFNγ protein. Detection of cytokines by IHC is challenging as secreted proteins are widely diffused and the associated staining expression, and MultiOmyxTM utilized to measure CD3, CD4, CD8, FOXP3, CD163, TIM3, LAG3, PD1, and PD-L1 protein expression. In this study, combined , esophageal, and prostate cancer samples. Overview of Combined RNAScope ISH and MultiOmyx Multiplexing IF Workflow Slides were cleared based on RNAScope manufacturer’s protocol. After RNA signals were captured, the same slide was processed using MultiOmyx multiplexing performed multiple times from a single slide. Conclusion Combined MultiOmyx IF and RNAscope assays enabled direct correlation between IFNγ mRNA expression to PD-L1 protein induced by constitutive oncogenic signaling. Lung sample B illustrate a possible adaptive immune resistance phenotype in which PD-L1 expression is induced in tumor cells in response to IFNγ. High IFNγ expression is observed in tumor/CK+ cells and cells consisting of Tcytotoxic, Thelper, Tregulatory, and macrophages. In lung sample A, PD-L1 is expressed in tumor/CK+ cells similar to sample B, but PD-L1 expression is not induced by IFNγ expression. Lung sample A illustrates a possible innate signals in the tumor microenvironment. The MultiOmyx assay enables differentiation of PD-L1 innate immune resistance from Biomarker Staining Comparison Between Individual MultiOmyx Assay to Combined RNAScope & MultiOmyx assay Figure 2. Comparison of biomarker staining on RNAScope & MultiOmyx IF processed slides vs MultiOmyx IF only (20x). The left panel displayed representative biomarker staining shown as ‘molecular’ DAB or mDAB images from MultiOmyx IF staining processed slide. The middle panel displayed slides processed through combined RNAScope and MultiOmyx staining. Integrated RNA Analysis and Protein Profiling A. B. C. Spatial analysis of T-cells & Mφ + 2. Stain Slide 3. Acquire immunofluorescence Cy3-Ab A Cy5-Ab B Staining Round 1 Staining Round 2 1. Acquire Background 5. Acquire New Background Staining Round 3 Staining Round (n) 4. Inactivate Dye 6. Repeat (1…n) New Ab 20X DAPIPPIB 20X 1. Permeabilize 2. Hybridize3 .A mplify Signal MultiOmyxTM is a registered trademark of NeoGenomics, Inc, which holds a license from GE HealthCare BioSciences Corp. RNAScope is a trademark of ACDBio CD3 CD4 CD8 PD-L1 PD1 FoxP3 LAG-3 TIM-3 CD163CD3 PD-L1 PD1 FoxP3 LAG-3 TIM-3 CD163 CD4 CD8 CD3 CD4 CD8 T-helper T-cytotoxic PD1 CD4 CD8 FOXP3 PD-L1 CD3+ CD4+ CD8+ T-helper T-cytotoxic PD1 CD4 CD8 FOXP3 PD-L1 MultiOmyx MultiOmyxCombined RNAScope & MultiOmyx RNAScope & MultiOmyx CD4 CD8 FOXP3 PD1 CD163 PanCKCD4 CD8 FOXP3 PD1 CD163 PanCK DAPI CD4 CD8 PD-L1 IFNγ Lung Sample A Lung Sample B CD4+FoxP3+ CD8+PD1+ CD4+PD1+ CD4+CD163+ CD8+ IFNγ + (white arrows) DAPI CD4 CD8 PD-L1 IFNγ PD-L1+ IFNγ + (cyan arrows) Co-expression # of cells % of cells Co-expression # of cells % of cells CD3+CD4+ < 10 - CD3+CD8+ < 10 - CD3+CD4+PD1+ 0 0 CD3+CD8+PD1+ 0 0 CD3+CD4+TIM3+ < 10 - CD3+CD8+TIM3+ 0 0 CD3+CD4+PD1+TIM3+ 0 0 CD3+CD8+PD1+TIM 3+ 0 0 CD3+CD4+FoxP3+ 0 0 CD3-CD163+ 97 14.5 CD3+CD4+ FOXP3+PD1+ 0 0 CD3-CD163+ PDL1+ < 10 - CD3+CD4+ FOXP3+TIM3+ 0 0 PanCK+PDL1+ 148 22.2 DAPI (# of total cells) 667 - Co-expression # of cells % of cells Co-expression # of cells % of cells CD3+CD4+ 219 14.3 CD3+CD8+ 206 13.4 CD3+CD4+PD1+ 53 3.5 CD3+CD8+PD1+ 40 2.6 CD3+CD4+TIM3+ 33 2.2 CD3+CD8+TIM3+ 43 2.8 CD3+CD4+ PD1+TIM3+ 11 0.7 CD3+CD8+ PD1+TIM3+ 18 1.2 CD3+CD4+FoxP3+ 41 2.7 CD3-CD163+ 379 24.7 CD3+CD4+ FOXP3+PD1+ < 10 - CD3-CD163+ PDL1+ 19 1.2 CD3+CD4+ FOXP3+TIM3+ < 10 - PanCK+PDL1+ 158 10.3 DAPI (# of total cells) 1533 - Co-expression of immune markers in lung sample A Co-expression of immune markers in lung sample B Figure 3. Characterization of IFNγ mRNA cell level by combined RNAScope ISH and MultiOmyx multiplexing IF assay. (A) Color overlaid images of the punctate IFNγ mRNA signals detected by RNAScope (in magenta) and PD-L1, CD4, CD8 MultiOmyx IF staining (in yellow, green, red) and DAPI (in blue) on 2 FFPE lung cancer samples with high PD-L1 expression. (B) Co-expression analysis of multiple immune markers utilizing algorithm. For each phenotype, the number and percentage of cells are calculated. (C) Spatial analysis calculating the distance of T cells and macrophages in proximity to the tumor margin. #5135 Co-expression # of cells % of cells Co-expression # of cells % of cells Co-expression # of cells % of cells Co-expression # of cells % of cells RNA Detection (RNAScope ISH assay) Protein Detection (MultiOmyx Mpx IF assay)