Immune dysfunction revealed by digital spatial profiling of immuno-oncology markers in progressive stages of renal cell carcinoma and in brain metastases

Background The tumor microenvironment (TME) contributes to cancer progression and treatment response to therapy, including in renal cell carcinoma (RCC). Prior profiling studies, including single-cell transcriptomics, often involve limited sample sizes and lack spatial orientation. The TME of RCC br...

Full description

Saved in:
Bibliographic Details
Main Authors: Wei Wei, Michael Hurwitz, Sabina Signoretti, Lucia Jilaveanu, Toni K Choueiri, David L Rimm, Adebowale Adeniran, Sandra Martínez, Harriet M Kluger, David A Schoenfeld, Myrto Moutafi, Dijana Djureinovic, Ross D Merkin, David A Braun, Fabio Parisi
Format: Article
Language:English
Published: BMJ Publishing Group 2023-08-01
Series:Journal for ImmunoTherapy of Cancer
Online Access:https://jitc.bmj.com/content/11/8/e007240.full
Tags: Add Tag
No Tags, Be the first to tag this record!
_version_ 1823864512050102272
author Wei Wei
Michael Hurwitz
Sabina Signoretti
Lucia Jilaveanu
Toni K Choueiri
David L Rimm
Adebowale Adeniran
Sandra Martínez
Harriet M Kluger
David A Schoenfeld
Myrto Moutafi
Dijana Djureinovic
Ross D Merkin
David A Braun
Fabio Parisi
author_facet Wei Wei
Michael Hurwitz
Sabina Signoretti
Lucia Jilaveanu
Toni K Choueiri
David L Rimm
Adebowale Adeniran
Sandra Martínez
Harriet M Kluger
David A Schoenfeld
Myrto Moutafi
Dijana Djureinovic
Ross D Merkin
David A Braun
Fabio Parisi
author_sort Wei Wei
collection DOAJ
description Background The tumor microenvironment (TME) contributes to cancer progression and treatment response to therapy, including in renal cell carcinoma (RCC). Prior profiling studies, including single-cell transcriptomics, often involve limited sample sizes and lack spatial orientation. The TME of RCC brain metastases, a major cause of morbidity, also remains largely uncharacterized.Methods We performed digital spatial profiling on the NanoString GeoMx platform using 52 validated immuno-oncology markers on RCC tissue microarrays representing progressive stages of RCC, including brain metastases. We profiled 76 primary tumors, 27 adjacent histologically normal kidney samples, and 86 metastases, including 24 brain metastases.Results We observed lower immune checkpoint (TIM-3 and CTLA-4), cytolytic (GZMA and GZMB), and T cell activation (CD25) protein expression in metastases compared with primary tumors in two separate cohorts. We also identified changes in macrophages in metastases, with brain metastases-susceptible patients showing less M1-like, inflammatory macrophage markers (HLA-DR and CD127) in metastatic samples. A comparison of brain metastases to extracranial metastases revealed higher expression of the anti-apoptotic, BCL-2-family protein BCL-XL and lower expression of the innate immune activator STING in brain metastases. Lower TIM-3 and CD40 in the TME of brain metastases appear to be associated with longer survival, a finding that requires further validation.Conclusions Compared with primary tumors, RCC metastases, including brain metastases, express lower levels of numerous markers of immune activation and current or investigational therapeutic targets. Our findings may have important implications for designing future biomarker and treatment studies and may aid in development of brain metastases-specific therapies.
format Article
id doaj-art-9b38124075304f5f862a35be425f0ea0
institution Kabale University
issn 2051-1426
language English
publishDate 2023-08-01
publisher BMJ Publishing Group
record_format Article
series Journal for ImmunoTherapy of Cancer
spelling doaj-art-9b38124075304f5f862a35be425f0ea02025-02-09T02:00:08ZengBMJ Publishing GroupJournal for ImmunoTherapy of Cancer2051-14262023-08-0111810.1136/jitc-2023-007240Immune dysfunction revealed by digital spatial profiling of immuno-oncology markers in progressive stages of renal cell carcinoma and in brain metastasesWei Wei0Michael Hurwitz1Sabina Signoretti2Lucia Jilaveanu3Toni K Choueiri4David L Rimm5Adebowale Adeniran6Sandra Martínez7Harriet M Kluger8David A Schoenfeld9Myrto Moutafi10Dijana Djureinovic11Ross D Merkin12David A Braun13Fabio Parisi14AbCellera, Vancouver, BC, CanadaMedical Oncology, Yale School of Medicine, New Haven, Connecticut, USA6Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USASchool of Medical Oncology, Yale School of Medicine, New Haven, Connecticut, USA7Dana-Farber Cancer Institute, Boston, MA, USADepartment of Pathology, Yale University School of Medicine, New Haven, Connecticut, USADepartment of Pathology, Yale School of Medicine, New Haven, Connecticut, USADepartment of Pathology, Yale School of Medicine, New Haven, Connecticut, USADepartment of Medical Oncology, Yale School of Medicine, New Haven, Connecticut, USASchool of Medical Oncology, Yale School of Medicine, New Haven, Connecticut, USADepartment of Pathology, Yale School of Medicine, New Haven, Connecticut, USADepartment of Medical Oncology, Yale School of Medicine, New Haven, Connecticut, USASchool of Medical Oncology, Yale School of Medicine, New Haven, Connecticut, USA1Dana-Farber Cancer Institute, Boston, MA, USASchool of Medical Oncology, Yale School of Medicine, New Haven, Connecticut, USABackground The tumor microenvironment (TME) contributes to cancer progression and treatment response to therapy, including in renal cell carcinoma (RCC). Prior profiling studies, including single-cell transcriptomics, often involve limited sample sizes and lack spatial orientation. The TME of RCC brain metastases, a major cause of morbidity, also remains largely uncharacterized.Methods We performed digital spatial profiling on the NanoString GeoMx platform using 52 validated immuno-oncology markers on RCC tissue microarrays representing progressive stages of RCC, including brain metastases. We profiled 76 primary tumors, 27 adjacent histologically normal kidney samples, and 86 metastases, including 24 brain metastases.Results We observed lower immune checkpoint (TIM-3 and CTLA-4), cytolytic (GZMA and GZMB), and T cell activation (CD25) protein expression in metastases compared with primary tumors in two separate cohorts. We also identified changes in macrophages in metastases, with brain metastases-susceptible patients showing less M1-like, inflammatory macrophage markers (HLA-DR and CD127) in metastatic samples. A comparison of brain metastases to extracranial metastases revealed higher expression of the anti-apoptotic, BCL-2-family protein BCL-XL and lower expression of the innate immune activator STING in brain metastases. Lower TIM-3 and CD40 in the TME of brain metastases appear to be associated with longer survival, a finding that requires further validation.Conclusions Compared with primary tumors, RCC metastases, including brain metastases, express lower levels of numerous markers of immune activation and current or investigational therapeutic targets. Our findings may have important implications for designing future biomarker and treatment studies and may aid in development of brain metastases-specific therapies.https://jitc.bmj.com/content/11/8/e007240.full
spellingShingle Wei Wei
Michael Hurwitz
Sabina Signoretti
Lucia Jilaveanu
Toni K Choueiri
David L Rimm
Adebowale Adeniran
Sandra Martínez
Harriet M Kluger
David A Schoenfeld
Myrto Moutafi
Dijana Djureinovic
Ross D Merkin
David A Braun
Fabio Parisi
Immune dysfunction revealed by digital spatial profiling of immuno-oncology markers in progressive stages of renal cell carcinoma and in brain metastases
Journal for ImmunoTherapy of Cancer
title Immune dysfunction revealed by digital spatial profiling of immuno-oncology markers in progressive stages of renal cell carcinoma and in brain metastases
title_full Immune dysfunction revealed by digital spatial profiling of immuno-oncology markers in progressive stages of renal cell carcinoma and in brain metastases
title_fullStr Immune dysfunction revealed by digital spatial profiling of immuno-oncology markers in progressive stages of renal cell carcinoma and in brain metastases
title_full_unstemmed Immune dysfunction revealed by digital spatial profiling of immuno-oncology markers in progressive stages of renal cell carcinoma and in brain metastases
title_short Immune dysfunction revealed by digital spatial profiling of immuno-oncology markers in progressive stages of renal cell carcinoma and in brain metastases
title_sort immune dysfunction revealed by digital spatial profiling of immuno oncology markers in progressive stages of renal cell carcinoma and in brain metastases
url https://jitc.bmj.com/content/11/8/e007240.full
work_keys_str_mv AT weiwei immunedysfunctionrevealedbydigitalspatialprofilingofimmunooncologymarkersinprogressivestagesofrenalcellcarcinomaandinbrainmetastases
AT michaelhurwitz immunedysfunctionrevealedbydigitalspatialprofilingofimmunooncologymarkersinprogressivestagesofrenalcellcarcinomaandinbrainmetastases
AT sabinasignoretti immunedysfunctionrevealedbydigitalspatialprofilingofimmunooncologymarkersinprogressivestagesofrenalcellcarcinomaandinbrainmetastases
AT luciajilaveanu immunedysfunctionrevealedbydigitalspatialprofilingofimmunooncologymarkersinprogressivestagesofrenalcellcarcinomaandinbrainmetastases
AT tonikchoueiri immunedysfunctionrevealedbydigitalspatialprofilingofimmunooncologymarkersinprogressivestagesofrenalcellcarcinomaandinbrainmetastases
AT davidlrimm immunedysfunctionrevealedbydigitalspatialprofilingofimmunooncologymarkersinprogressivestagesofrenalcellcarcinomaandinbrainmetastases
AT adebowaleadeniran immunedysfunctionrevealedbydigitalspatialprofilingofimmunooncologymarkersinprogressivestagesofrenalcellcarcinomaandinbrainmetastases
AT sandramartinez immunedysfunctionrevealedbydigitalspatialprofilingofimmunooncologymarkersinprogressivestagesofrenalcellcarcinomaandinbrainmetastases
AT harrietmkluger immunedysfunctionrevealedbydigitalspatialprofilingofimmunooncologymarkersinprogressivestagesofrenalcellcarcinomaandinbrainmetastases
AT davidaschoenfeld immunedysfunctionrevealedbydigitalspatialprofilingofimmunooncologymarkersinprogressivestagesofrenalcellcarcinomaandinbrainmetastases
AT myrtomoutafi immunedysfunctionrevealedbydigitalspatialprofilingofimmunooncologymarkersinprogressivestagesofrenalcellcarcinomaandinbrainmetastases
AT dijanadjureinovic immunedysfunctionrevealedbydigitalspatialprofilingofimmunooncologymarkersinprogressivestagesofrenalcellcarcinomaandinbrainmetastases
AT rossdmerkin immunedysfunctionrevealedbydigitalspatialprofilingofimmunooncologymarkersinprogressivestagesofrenalcellcarcinomaandinbrainmetastases
AT davidabraun immunedysfunctionrevealedbydigitalspatialprofilingofimmunooncologymarkersinprogressivestagesofrenalcellcarcinomaandinbrainmetastases
AT fabioparisi immunedysfunctionrevealedbydigitalspatialprofilingofimmunooncologymarkersinprogressivestagesofrenalcellcarcinomaandinbrainmetastases