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Vincze SR, Jaswal AP, Frederico SC, Nisnboym M, Li B, Xiong Z, Sever RE, Sneiderman CT, Rodgers M, Day KE, Latoche JD, Foley LM, Hitchens TK, Frederick R, Patel RB, Hadjipanayis CG, Raphael I, Nedrow JR, Edwards WB, Kohanbash G. ImmunoPET imaging of TIGIT in the glioma microenvironment. Sci Rep 2024; 14:5305. [PMID: 38438420 PMCID: PMC10912309 DOI: 10.1038/s41598-024-55296-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Accepted: 02/22/2024] [Indexed: 03/06/2024] Open
Abstract
Glioblastoma (GBM) is the most common primary malignant brain tumor. Currently, there are few effective treatment options for GBM beyond surgery and chemo-radiation, and even with these interventions, median patient survival remains poor. While immune checkpoint inhibitors (ICIs) have demonstrated therapeutic efficacy against non-central nervous system cancers, ICI trials for GBM have typically had poor outcomes. TIGIT is an immune checkpoint receptor that is expressed on activated T-cells and has a role in the suppression of T-cell and Natural Killer (NK) cell function. As TIGIT expression is reported as both prognostic and a biomarker for anti-TIGIT therapy, we constructed a molecular imaging agent, [89Zr]Zr-DFO-anti-TIGIT (89Zr-αTIGIT), to visualize TIGIT in preclinical GBM by immunoPET imaging. PET imaging and biodistribution analysis of 89Zr-αTIGIT demonstrated uptake in the tumor microenvironment of GBM-bearing mice. Blocking antibody and irrelevant antibody tracer studies demonstrated specificity of 89Zr-αTIGIT with significance at a late time point post-tracer injection. However, the magnitude of 89Zr-αTIGIT uptake in tumor, relative to the IgG tracer was minimal. These findings highlight the features and limitations of using 89Zr-αTIGIT to visualize TIGIT in the GBM microenvironment.
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Affiliation(s)
- Sarah R Vincze
- Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Ambika P Jaswal
- Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Stephen C Frederico
- Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Michal Nisnboym
- Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
- Department of Neurology, Tel-Aviv Sourasky Medical Center, Tel-Aviv University, Tel-Aviv, Israel
| | - Bo Li
- Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Zujian Xiong
- Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - ReidAnn E Sever
- Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Chaim T Sneiderman
- Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Mikayla Rodgers
- Department of Biochemistry, University of Missouri, Columbia, MO, USA
| | - Kathryn E Day
- In Vivo Imaging Facility, University of Pittsburgh Medical Center, UPMC Hillman Cancer Center, Pittsburgh, PA, USA
| | - Joseph D Latoche
- In Vivo Imaging Facility, University of Pittsburgh Medical Center, UPMC Hillman Cancer Center, Pittsburgh, PA, USA
| | - Lesley M Foley
- In Vivo Imaging Facility, University of Pittsburgh Medical Center, UPMC Hillman Cancer Center, Pittsburgh, PA, USA
| | - T Kevin Hitchens
- In Vivo Imaging Facility, University of Pittsburgh Medical Center, UPMC Hillman Cancer Center, Pittsburgh, PA, USA
- Department of Neurobiology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Robin Frederick
- In Vivo Imaging Facility, University of Pittsburgh Medical Center, UPMC Hillman Cancer Center, Pittsburgh, PA, USA
| | - Ravi B Patel
- Department of Radiology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Costas G Hadjipanayis
- Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Itay Raphael
- Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Jessie R Nedrow
- In Vivo Imaging Facility, University of Pittsburgh Medical Center, UPMC Hillman Cancer Center, Pittsburgh, PA, USA.
- Department of Radiology, University of Pittsburgh Medical Center, Pittsburgh, PA, USA.
| | - W Barry Edwards
- Department of Biochemistry, University of Missouri, Columbia, MO, USA.
| | - Gary Kohanbash
- Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
- Department of Immunology, University of Pittsburgh, Pittsburgh, PA, USA.
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Gadoth A, Nisnboym M, Alcalay Y, Zubkov A, Schwartz I, Schwartz D, Abboud M, Rubinek T, Yossepowitch O, Weinstein T. Electrolyte Imbalance in Anti-LGI1 Encephalitis: It Is Not All in Your Head. Neurol Neuroimmunol Neuroinflamm 2023; 10:e200155. [PMID: 37591767 PMCID: PMC10434828 DOI: 10.1212/nxi.0000000000200155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 06/27/2023] [Indexed: 08/19/2023]
Abstract
BACKGROUND AND OBJECTIVES Antileucine-rich glioma-inactivated 1 (anti-LGI1) autoimmune encephalitis was first described in 2010 and is today the most common type of limbic encephalitis. During the course of the disease, 60%-88% of the patients develop hyponatremia. The etiology of the sodium disorder is unclear, often presumed to be the result of the syndrome of inappropriate antidiuretic hormone secretion (SIADH). Other electrolyte abnormalities have not been reported in association with anti-LGI1 antibody encephalitis. Due to the presence of hypomagnesemia and hypophosphatemia in our patients, we set out to try to find the expression of LGI1 protein in the kidney as an explanation for these abnormalities. METHODS We reviewed the medical files of all patients diagnosed with anti-LGI1 antibody encephalitis, at the Department of Neurology in the Tel Aviv Medical Center between January 2011 and December 2020, exploring for electrolyte abnormalities. Using tissue staining, Western blot, mass spectrometry, and RNA expression techniques, we tried to demonstrate the expression of LGI1 protein in the human kidney. RESULTS We identified 15 patients diagnosed with anti-LGI1 antibody encephalitis. Their average age was 65 years (44-80), and 9 were male individuals. Thirteen of the 15 patients (87%) developed varying degrees of hyponatremia. Laboratory studies demonstrated low serum osmolality, low serum blood urea nitrogen, and low uric acid, with a high urinary sodium and inappropriately high urine osmolality, supporting the presumable diagnosis of SIADH. One patient with hyponatremia that was tested, had high levels of copeptin, supporting the diagnosis of SIADH. In addition to hyponatremia, 7 patients (47%) exhibited other electrolyte abnormalities; 5 patients (33%) had overt hypophosphatemia, 4 patients (27%) had overt hypomagnesemia, and 2 other patients (13%) had borderline low magnesium levels. Western blot analysis of human kidney lysate, mass spectrometry, and qRT-PCR failed to demonstrate the expression of LGI1 protein in the kidney. DISCUSSION Hyponatremia in patients with anti-LGI1 antibody encephalitis is due to SIADH as previously assumed. Other electrolyte abnormalities such as hypomagnesemia and hypophosphatemia occur in at least 40% of patients and may be another clue for the diagnosis of anti-LGI1 antibody encephalitis. Because we failed to demonstrate LGI1 expression in the kidney, the results of our study suggest that renal losses lead to these disturbances, most probably due to SIADH.
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Affiliation(s)
- Avi Gadoth
- From the Department of Neurology (A.G.), Encephalitis Center, Tel-Aviv Medical Center; Department of Neurology (M.N.Z.), Sourasky Tel Aviv Medical Center, Sackler School of Medicine, Tel Aviv University; Encephalitis Center (Y.A.), Immunology Laboratory, Sourasky Tel Aviv Medical Center; Department of Pathology (A.Z.), Tel Aviv Medical Center; Department of Nephrology (I.S., D.S., T.W.); Oncology Division (M.A., T.R.); and Department of Urology (O.Y.), Sourasky, Tel-Aviv Medical Center, Sackler School of Medicine, Tel Aviv University, Israel.
| | - Michal Nisnboym
- From the Department of Neurology (A.G.), Encephalitis Center, Tel-Aviv Medical Center; Department of Neurology (M.N.Z.), Sourasky Tel Aviv Medical Center, Sackler School of Medicine, Tel Aviv University; Encephalitis Center (Y.A.), Immunology Laboratory, Sourasky Tel Aviv Medical Center; Department of Pathology (A.Z.), Tel Aviv Medical Center; Department of Nephrology (I.S., D.S., T.W.); Oncology Division (M.A., T.R.); and Department of Urology (O.Y.), Sourasky, Tel-Aviv Medical Center, Sackler School of Medicine, Tel Aviv University, Israel
| | - Yifat Alcalay
- From the Department of Neurology (A.G.), Encephalitis Center, Tel-Aviv Medical Center; Department of Neurology (M.N.Z.), Sourasky Tel Aviv Medical Center, Sackler School of Medicine, Tel Aviv University; Encephalitis Center (Y.A.), Immunology Laboratory, Sourasky Tel Aviv Medical Center; Department of Pathology (A.Z.), Tel Aviv Medical Center; Department of Nephrology (I.S., D.S., T.W.); Oncology Division (M.A., T.R.); and Department of Urology (O.Y.), Sourasky, Tel-Aviv Medical Center, Sackler School of Medicine, Tel Aviv University, Israel
| | - Asia Zubkov
- From the Department of Neurology (A.G.), Encephalitis Center, Tel-Aviv Medical Center; Department of Neurology (M.N.Z.), Sourasky Tel Aviv Medical Center, Sackler School of Medicine, Tel Aviv University; Encephalitis Center (Y.A.), Immunology Laboratory, Sourasky Tel Aviv Medical Center; Department of Pathology (A.Z.), Tel Aviv Medical Center; Department of Nephrology (I.S., D.S., T.W.); Oncology Division (M.A., T.R.); and Department of Urology (O.Y.), Sourasky, Tel-Aviv Medical Center, Sackler School of Medicine, Tel Aviv University, Israel
| | - Idit Schwartz
- From the Department of Neurology (A.G.), Encephalitis Center, Tel-Aviv Medical Center; Department of Neurology (M.N.Z.), Sourasky Tel Aviv Medical Center, Sackler School of Medicine, Tel Aviv University; Encephalitis Center (Y.A.), Immunology Laboratory, Sourasky Tel Aviv Medical Center; Department of Pathology (A.Z.), Tel Aviv Medical Center; Department of Nephrology (I.S., D.S., T.W.); Oncology Division (M.A., T.R.); and Department of Urology (O.Y.), Sourasky, Tel-Aviv Medical Center, Sackler School of Medicine, Tel Aviv University, Israel
| | - Doron Schwartz
- From the Department of Neurology (A.G.), Encephalitis Center, Tel-Aviv Medical Center; Department of Neurology (M.N.Z.), Sourasky Tel Aviv Medical Center, Sackler School of Medicine, Tel Aviv University; Encephalitis Center (Y.A.), Immunology Laboratory, Sourasky Tel Aviv Medical Center; Department of Pathology (A.Z.), Tel Aviv Medical Center; Department of Nephrology (I.S., D.S., T.W.); Oncology Division (M.A., T.R.); and Department of Urology (O.Y.), Sourasky, Tel-Aviv Medical Center, Sackler School of Medicine, Tel Aviv University, Israel
| | - Marana Abboud
- From the Department of Neurology (A.G.), Encephalitis Center, Tel-Aviv Medical Center; Department of Neurology (M.N.Z.), Sourasky Tel Aviv Medical Center, Sackler School of Medicine, Tel Aviv University; Encephalitis Center (Y.A.), Immunology Laboratory, Sourasky Tel Aviv Medical Center; Department of Pathology (A.Z.), Tel Aviv Medical Center; Department of Nephrology (I.S., D.S., T.W.); Oncology Division (M.A., T.R.); and Department of Urology (O.Y.), Sourasky, Tel-Aviv Medical Center, Sackler School of Medicine, Tel Aviv University, Israel
| | - Tamar Rubinek
- From the Department of Neurology (A.G.), Encephalitis Center, Tel-Aviv Medical Center; Department of Neurology (M.N.Z.), Sourasky Tel Aviv Medical Center, Sackler School of Medicine, Tel Aviv University; Encephalitis Center (Y.A.), Immunology Laboratory, Sourasky Tel Aviv Medical Center; Department of Pathology (A.Z.), Tel Aviv Medical Center; Department of Nephrology (I.S., D.S., T.W.); Oncology Division (M.A., T.R.); and Department of Urology (O.Y.), Sourasky, Tel-Aviv Medical Center, Sackler School of Medicine, Tel Aviv University, Israel
| | - Ofer Yossepowitch
- From the Department of Neurology (A.G.), Encephalitis Center, Tel-Aviv Medical Center; Department of Neurology (M.N.Z.), Sourasky Tel Aviv Medical Center, Sackler School of Medicine, Tel Aviv University; Encephalitis Center (Y.A.), Immunology Laboratory, Sourasky Tel Aviv Medical Center; Department of Pathology (A.Z.), Tel Aviv Medical Center; Department of Nephrology (I.S., D.S., T.W.); Oncology Division (M.A., T.R.); and Department of Urology (O.Y.), Sourasky, Tel-Aviv Medical Center, Sackler School of Medicine, Tel Aviv University, Israel
| | - Talia Weinstein
- From the Department of Neurology (A.G.), Encephalitis Center, Tel-Aviv Medical Center; Department of Neurology (M.N.Z.), Sourasky Tel Aviv Medical Center, Sackler School of Medicine, Tel Aviv University; Encephalitis Center (Y.A.), Immunology Laboratory, Sourasky Tel Aviv Medical Center; Department of Pathology (A.Z.), Tel Aviv Medical Center; Department of Nephrology (I.S., D.S., T.W.); Oncology Division (M.A., T.R.); and Department of Urology (O.Y.), Sourasky, Tel-Aviv Medical Center, Sackler School of Medicine, Tel Aviv University, Israel
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Nisnboym M, Vincze SR, Xiong Z, Sneiderman CT, Raphael RA, Li B, Jaswal AP, Sever RE, Day KE, LaToche JD, Foley LM, Karimi H, Hitchens TK, Agnihotri S, Hu B, Rajasundaram D, Anderson CJ, Blumenthal DT, Pearce TM, Uttam S, Nedrow JR, Panigrahy A, Pollack IF, Lieberman FS, Drappatz J, Raphael I, Edwards WB, Kohanbash G. Immuno-PET Imaging of CD69 Visualizes T-Cell Activation and Predicts Survival Following Immunotherapy in Murine Glioblastoma. Cancer Res Commun 2023; 3:1173-1188. [PMID: 37426447 PMCID: PMC10324623 DOI: 10.1158/2767-9764.crc-22-0434] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 03/19/2023] [Accepted: 06/06/2023] [Indexed: 07/11/2023]
Abstract
Glioblastoma (GBM) is the most common and malignant primary brain tumor in adults. Immunotherapy may be promising for the treatment of some patients with GBM; however, there is a need for noninvasive neuroimaging techniques to predict immunotherapeutic responses. The effectiveness of most immunotherapeutic strategies requires T-cell activation. Therefore, we aimed to evaluate an early marker of T-cell activation, CD69, for its use as an imaging biomarker of response to immunotherapy for GBM. Herein, we performed CD69 immunostaining on human and mouse T cells following in vitro activation and post immune checkpoint inhibitors (ICI) in an orthotopic syngeneic mouse glioma model. CD69 expression on tumor-infiltrating leukocytes was assessed using single-cell RNA sequencing (scRNA-seq) data from patients with recurrent GBM receiving ICI. Radiolabeled CD69 Ab PET/CT imaging (CD69 immuno-PET) was performed on GBM-bearing mice longitudinally to quantify CD69 and its association with survival following immunotherapy. We show CD69 expression is upregulated upon T-cell activation and on tumor-infiltrating lymphocytes (TIL) in response to immunotherapy. Similarly, scRNA-seq data demonstrated elevated CD69 on TILs from patients with ICI-treated recurrent GBM as compared with TILs from control cohorts. CD69 immuno-PET studies showed a significantly higher tracer uptake in the tumors of ICI-treated mice compared with controls. Importantly, we observed a positive correlation between survival and CD69 immuno-PET signals in immunotherapy-treated animals and established a trajectory of T-cell activation by virtue of CD69-immuno-PET measurements. Our study supports the potential use of CD69 immuno-PET as an immunotherapy response assessment imaging tool for patients with GBM. Significance Immunotherapy may hold promise for the treatment of some patients with GBM. There is a need to assess therapy responsiveness to allow the continuation of effective treatment in responders and to avoid ineffective treatment with potential adverse effects in the nonresponders. We demonstrate that noninvasive PET/CT imaging of CD69 may allow early detection of immunotherapy responsiveness in patients with GBM.
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Affiliation(s)
- Michal Nisnboym
- Department of Neurological Surgery, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
- Department of Neurology, Tel-Aviv Sourasky Medical Center, Tel-Aviv University, Tel-Aviv, Israel
| | - Sarah R. Vincze
- Department of Neurological Surgery, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Zujian Xiong
- Department of Neurological Surgery, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Chaim T. Sneiderman
- Department of Neurological Surgery, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Rebecca A. Raphael
- Department of Computational and Systems Biology, UPMC Hillman Cancer Center, Cancer Biology Program, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Bo Li
- Department of Neurological Surgery, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Ambika P. Jaswal
- Department of Neurological Surgery, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - ReidAnn E. Sever
- Department of Neurological Surgery, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Kathryn E. Day
- In Vivo Imaging Facility, University of Pittsburgh Medical Center, UPMC Hillman Cancer Center, Pittsburgh, Pennsylvania
| | - Joseph D. LaToche
- In Vivo Imaging Facility, University of Pittsburgh Medical Center, UPMC Hillman Cancer Center, Pittsburgh, Pennsylvania
| | - Lesley M. Foley
- In Vivo Imaging Facility, University of Pittsburgh Medical Center, UPMC Hillman Cancer Center, Pittsburgh, Pennsylvania
| | - Hanieh Karimi
- Department of Biochemistry, University of Missouri, Columbia, Missouri
| | - T. Kevin Hitchens
- In Vivo Imaging Facility, University of Pittsburgh Medical Center, UPMC Hillman Cancer Center, Pittsburgh, Pennsylvania
- Department of Neurobiology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Sameer Agnihotri
- Department of Neurological Surgery, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Baoli Hu
- Department of Neurological Surgery, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Dhivyaa Rajasundaram
- Division of Health Informatics, Department of Pediatrics, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | | | - Deborah T. Blumenthal
- Neuro-oncology Division, Tel-Aviv Sourasky Medical Center, Tel-Aviv University, Tel-Aviv, Israel
| | - Thomas M. Pearce
- Division of Neuropathology, Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Shikhar Uttam
- Department of Computational and Systems Biology, UPMC Hillman Cancer Center, Cancer Biology Program, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Jessie R. Nedrow
- In Vivo Imaging Facility, University of Pittsburgh Medical Center, UPMC Hillman Cancer Center, Pittsburgh, Pennsylvania
| | - Ashok Panigrahy
- Department of Radiology, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Ian F. Pollack
- Department of Neurological Surgery, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Frank S. Lieberman
- Neuro-oncology Program, Division of Hematology/Oncology, UPMC Hillman Cancer Center, Pittsburgh, Pennsylvania
| | - Jan Drappatz
- Neuro-oncology Program, Division of Hematology/Oncology, UPMC Hillman Cancer Center, Pittsburgh, Pennsylvania
| | - Itay Raphael
- Department of Neurological Surgery, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Wilson B. Edwards
- Department of Biochemistry, University of Missouri, Columbia, Missouri
| | - Gary Kohanbash
- Department of Neurological Surgery, UPMC Children's Hospital of Pittsburgh, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
- Department of Immunology, University of Pittsburgh, Pittsburgh, Pennsylvania
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4
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Segal Y, Nisnboym M, Regev K, Arnon K, Kolb H, Fahoum F, Aizenstein O, Paran Y, Louzoun Y, Israeli S, Loewenthal R, Svetlitzky N, Alcalay Y, Raphael I, Gadoth A. New Insights on DR and DQ Human Leukocyte Antigens in Anti-LGI1 Encephalitis. Neurol Neuroimmunol Neuroinflamm 2023; 10:10/3/e200103. [PMID: 36973076 PMCID: PMC10042442 DOI: 10.1212/nxi.0000000000200103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 01/26/2023] [Indexed: 03/29/2023]
Abstract
BACKGROUND AND OBJECTIVES To explore the clinical characteristics and HLA associations of patients with anti-leucine-rich glioma-inactivated 1 encephalitis (LGI1E) from a large single center in Israel. Anti-LGI1E is the most commonly diagnosed antibody-associated encephalitic syndrome in adults. Recent studies of various populations reveal significant associations with specific HLA genes. We examined the clinical characteristics and HLA associations of a cohort of Israeli patients. METHODS Seventeen consecutive patients with anti-LGI1E diagnosed at Tel Aviv Medical Center between the years 2011 and 2018 were included. HLA typing was performed using next-generation sequencing at the tissue typing laboratory of Sheba Medical Center and compared with data from the Ezer Mizion Bone Marrow Donor Registry, containing over 1,000,000 samples. RESULTS Our cohort displayed a male predominance and median age at onset in the 7th decade, as previously reported. The most common presenting symptom was seizures. Notably, paroxysmal dizziness spells were significantly more common than previously reported (35%), whereas faciobrachial dystonic seizures were found only in 23%. HLA analysis revealed overrepresentation of DRB1*07:01 (OR: 3.18, CI: 20.9 p < 1.e-5) and DRB1*04:02 (OR: 3.8, CI: 20.1 p < 1.e-5), as well as of the DQ allele DQB1*02:02 (OR: 2.8, CI: 14.2 p < 0.0001) as previously reported. A novel overrepresentation observed among our patients was of the DQB1*03:02 allele (OR: 2.3, CI: 6.9 p < 0.008). In addition, we found DR-DQ associations, among patients with anti-LGI1E, that showed complete or near-complete linkage disequilibrium (LD). By applying LD analysis to an unprecedentedly large control cohort, we were able to show that although in the general population, DQB*03:02 is not fully associated with DRB1*04:02, in the patient population, both alleles are always coupled, suggesting the DRB1*04:02 association to be primary to disease predisposition. In silico predictions performed for the overrepresented DQ alleles reveal them to be strong binders of LGI1-derived peptides, similarly to overrepresented DR alleles. These predictions suggest a possible correlation between peptide binding sites of paired DR-DQ alleles. DISCUSSION Our cohort presents distinct immune characteristics with substantially higher overrepresentation of DRB1*04:02 and slightly lower overrepresentation of DQB1*07:01 compared with previous reports implying differences between different populations. DQ-DR interactions found in our cohort may shed additional light on the complex role of immunogenetics in the pathogenesis of anti-LGI1E, implying a possible relevance of certain DQ alleles and DR-DQ interactions.
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Affiliation(s)
- Yahel Segal
- From the Department of Neurology (Y.S.Y.S.N., K.R., K.A., H.K., F.F., A.G.), Tel-Aviv Medical Center; Neuroimmunology Unit (K.R., K.A., H.K.), Tel-Aviv Medical Center; Sackler Faculty of Medicine (K.A., O.A.), Tel-Aviv University; Sagol School of Neuroscience (K.A.), Tel-Aviv University; Epilepsy and EEG Unit (F.F.), Tel Aviv Medical Center; Encephalitis Center (O.A., Y.P., Y.A., A.G.), Tel-Aviv Medical Center; Department of Radiology (O.A.), Tel-Aviv Medical Center; Infectious Diseases Department (Y.P.), Tel-Aviv Medical Center; Department of Mathematics (Y.L., S.I.), Bar Ilan University, Ramat Gan; Tissue Typing Laboratory (R.L., N.S.), Sheba Medical Center, Ramat Gan; Immunology Laboratory (Y.A.), Tel Aviv Medical Center, Israel; and Department of Neurological Surgery (I.R.), University of Pittsburgh School of Medicine, PA
| | - Michal Nisnboym
- From the Department of Neurology (Y.S.Y.S.N., K.R., K.A., H.K., F.F., A.G.), Tel-Aviv Medical Center; Neuroimmunology Unit (K.R., K.A., H.K.), Tel-Aviv Medical Center; Sackler Faculty of Medicine (K.A., O.A.), Tel-Aviv University; Sagol School of Neuroscience (K.A.), Tel-Aviv University; Epilepsy and EEG Unit (F.F.), Tel Aviv Medical Center; Encephalitis Center (O.A., Y.P., Y.A., A.G.), Tel-Aviv Medical Center; Department of Radiology (O.A.), Tel-Aviv Medical Center; Infectious Diseases Department (Y.P.), Tel-Aviv Medical Center; Department of Mathematics (Y.L., S.I.), Bar Ilan University, Ramat Gan; Tissue Typing Laboratory (R.L., N.S.), Sheba Medical Center, Ramat Gan; Immunology Laboratory (Y.A.), Tel Aviv Medical Center, Israel; and Department of Neurological Surgery (I.R.), University of Pittsburgh School of Medicine, PA
| | - Keren Regev
- From the Department of Neurology (Y.S.Y.S.N., K.R., K.A., H.K., F.F., A.G.), Tel-Aviv Medical Center; Neuroimmunology Unit (K.R., K.A., H.K.), Tel-Aviv Medical Center; Sackler Faculty of Medicine (K.A., O.A.), Tel-Aviv University; Sagol School of Neuroscience (K.A.), Tel-Aviv University; Epilepsy and EEG Unit (F.F.), Tel Aviv Medical Center; Encephalitis Center (O.A., Y.P., Y.A., A.G.), Tel-Aviv Medical Center; Department of Radiology (O.A.), Tel-Aviv Medical Center; Infectious Diseases Department (Y.P.), Tel-Aviv Medical Center; Department of Mathematics (Y.L., S.I.), Bar Ilan University, Ramat Gan; Tissue Typing Laboratory (R.L., N.S.), Sheba Medical Center, Ramat Gan; Immunology Laboratory (Y.A.), Tel Aviv Medical Center, Israel; and Department of Neurological Surgery (I.R.), University of Pittsburgh School of Medicine, PA
| | - Karni Arnon
- From the Department of Neurology (Y.S.Y.S.N., K.R., K.A., H.K., F.F., A.G.), Tel-Aviv Medical Center; Neuroimmunology Unit (K.R., K.A., H.K.), Tel-Aviv Medical Center; Sackler Faculty of Medicine (K.A., O.A.), Tel-Aviv University; Sagol School of Neuroscience (K.A.), Tel-Aviv University; Epilepsy and EEG Unit (F.F.), Tel Aviv Medical Center; Encephalitis Center (O.A., Y.P., Y.A., A.G.), Tel-Aviv Medical Center; Department of Radiology (O.A.), Tel-Aviv Medical Center; Infectious Diseases Department (Y.P.), Tel-Aviv Medical Center; Department of Mathematics (Y.L., S.I.), Bar Ilan University, Ramat Gan; Tissue Typing Laboratory (R.L., N.S.), Sheba Medical Center, Ramat Gan; Immunology Laboratory (Y.A.), Tel Aviv Medical Center, Israel; and Department of Neurological Surgery (I.R.), University of Pittsburgh School of Medicine, PA
| | - Hadar Kolb
- From the Department of Neurology (Y.S.Y.S.N., K.R., K.A., H.K., F.F., A.G.), Tel-Aviv Medical Center; Neuroimmunology Unit (K.R., K.A., H.K.), Tel-Aviv Medical Center; Sackler Faculty of Medicine (K.A., O.A.), Tel-Aviv University; Sagol School of Neuroscience (K.A.), Tel-Aviv University; Epilepsy and EEG Unit (F.F.), Tel Aviv Medical Center; Encephalitis Center (O.A., Y.P., Y.A., A.G.), Tel-Aviv Medical Center; Department of Radiology (O.A.), Tel-Aviv Medical Center; Infectious Diseases Department (Y.P.), Tel-Aviv Medical Center; Department of Mathematics (Y.L., S.I.), Bar Ilan University, Ramat Gan; Tissue Typing Laboratory (R.L., N.S.), Sheba Medical Center, Ramat Gan; Immunology Laboratory (Y.A.), Tel Aviv Medical Center, Israel; and Department of Neurological Surgery (I.R.), University of Pittsburgh School of Medicine, PA
| | - Firas Fahoum
- From the Department of Neurology (Y.S.Y.S.N., K.R., K.A., H.K., F.F., A.G.), Tel-Aviv Medical Center; Neuroimmunology Unit (K.R., K.A., H.K.), Tel-Aviv Medical Center; Sackler Faculty of Medicine (K.A., O.A.), Tel-Aviv University; Sagol School of Neuroscience (K.A.), Tel-Aviv University; Epilepsy and EEG Unit (F.F.), Tel Aviv Medical Center; Encephalitis Center (O.A., Y.P., Y.A., A.G.), Tel-Aviv Medical Center; Department of Radiology (O.A.), Tel-Aviv Medical Center; Infectious Diseases Department (Y.P.), Tel-Aviv Medical Center; Department of Mathematics (Y.L., S.I.), Bar Ilan University, Ramat Gan; Tissue Typing Laboratory (R.L., N.S.), Sheba Medical Center, Ramat Gan; Immunology Laboratory (Y.A.), Tel Aviv Medical Center, Israel; and Department of Neurological Surgery (I.R.), University of Pittsburgh School of Medicine, PA
| | - Orna Aizenstein
- From the Department of Neurology (Y.S.Y.S.N., K.R., K.A., H.K., F.F., A.G.), Tel-Aviv Medical Center; Neuroimmunology Unit (K.R., K.A., H.K.), Tel-Aviv Medical Center; Sackler Faculty of Medicine (K.A., O.A.), Tel-Aviv University; Sagol School of Neuroscience (K.A.), Tel-Aviv University; Epilepsy and EEG Unit (F.F.), Tel Aviv Medical Center; Encephalitis Center (O.A., Y.P., Y.A., A.G.), Tel-Aviv Medical Center; Department of Radiology (O.A.), Tel-Aviv Medical Center; Infectious Diseases Department (Y.P.), Tel-Aviv Medical Center; Department of Mathematics (Y.L., S.I.), Bar Ilan University, Ramat Gan; Tissue Typing Laboratory (R.L., N.S.), Sheba Medical Center, Ramat Gan; Immunology Laboratory (Y.A.), Tel Aviv Medical Center, Israel; and Department of Neurological Surgery (I.R.), University of Pittsburgh School of Medicine, PA
| | - Yael Paran
- From the Department of Neurology (Y.S.Y.S.N., K.R., K.A., H.K., F.F., A.G.), Tel-Aviv Medical Center; Neuroimmunology Unit (K.R., K.A., H.K.), Tel-Aviv Medical Center; Sackler Faculty of Medicine (K.A., O.A.), Tel-Aviv University; Sagol School of Neuroscience (K.A.), Tel-Aviv University; Epilepsy and EEG Unit (F.F.), Tel Aviv Medical Center; Encephalitis Center (O.A., Y.P., Y.A., A.G.), Tel-Aviv Medical Center; Department of Radiology (O.A.), Tel-Aviv Medical Center; Infectious Diseases Department (Y.P.), Tel-Aviv Medical Center; Department of Mathematics (Y.L., S.I.), Bar Ilan University, Ramat Gan; Tissue Typing Laboratory (R.L., N.S.), Sheba Medical Center, Ramat Gan; Immunology Laboratory (Y.A.), Tel Aviv Medical Center, Israel; and Department of Neurological Surgery (I.R.), University of Pittsburgh School of Medicine, PA
| | - Yoram Louzoun
- From the Department of Neurology (Y.S.Y.S.N., K.R., K.A., H.K., F.F., A.G.), Tel-Aviv Medical Center; Neuroimmunology Unit (K.R., K.A., H.K.), Tel-Aviv Medical Center; Sackler Faculty of Medicine (K.A., O.A.), Tel-Aviv University; Sagol School of Neuroscience (K.A.), Tel-Aviv University; Epilepsy and EEG Unit (F.F.), Tel Aviv Medical Center; Encephalitis Center (O.A., Y.P., Y.A., A.G.), Tel-Aviv Medical Center; Department of Radiology (O.A.), Tel-Aviv Medical Center; Infectious Diseases Department (Y.P.), Tel-Aviv Medical Center; Department of Mathematics (Y.L., S.I.), Bar Ilan University, Ramat Gan; Tissue Typing Laboratory (R.L., N.S.), Sheba Medical Center, Ramat Gan; Immunology Laboratory (Y.A.), Tel Aviv Medical Center, Israel; and Department of Neurological Surgery (I.R.), University of Pittsburgh School of Medicine, PA
| | - Sapir Israeli
- From the Department of Neurology (Y.S.Y.S.N., K.R., K.A., H.K., F.F., A.G.), Tel-Aviv Medical Center; Neuroimmunology Unit (K.R., K.A., H.K.), Tel-Aviv Medical Center; Sackler Faculty of Medicine (K.A., O.A.), Tel-Aviv University; Sagol School of Neuroscience (K.A.), Tel-Aviv University; Epilepsy and EEG Unit (F.F.), Tel Aviv Medical Center; Encephalitis Center (O.A., Y.P., Y.A., A.G.), Tel-Aviv Medical Center; Department of Radiology (O.A.), Tel-Aviv Medical Center; Infectious Diseases Department (Y.P.), Tel-Aviv Medical Center; Department of Mathematics (Y.L., S.I.), Bar Ilan University, Ramat Gan; Tissue Typing Laboratory (R.L., N.S.), Sheba Medical Center, Ramat Gan; Immunology Laboratory (Y.A.), Tel Aviv Medical Center, Israel; and Department of Neurological Surgery (I.R.), University of Pittsburgh School of Medicine, PA
| | - Ron Loewenthal
- From the Department of Neurology (Y.S.Y.S.N., K.R., K.A., H.K., F.F., A.G.), Tel-Aviv Medical Center; Neuroimmunology Unit (K.R., K.A., H.K.), Tel-Aviv Medical Center; Sackler Faculty of Medicine (K.A., O.A.), Tel-Aviv University; Sagol School of Neuroscience (K.A.), Tel-Aviv University; Epilepsy and EEG Unit (F.F.), Tel Aviv Medical Center; Encephalitis Center (O.A., Y.P., Y.A., A.G.), Tel-Aviv Medical Center; Department of Radiology (O.A.), Tel-Aviv Medical Center; Infectious Diseases Department (Y.P.), Tel-Aviv Medical Center; Department of Mathematics (Y.L., S.I.), Bar Ilan University, Ramat Gan; Tissue Typing Laboratory (R.L., N.S.), Sheba Medical Center, Ramat Gan; Immunology Laboratory (Y.A.), Tel Aviv Medical Center, Israel; and Department of Neurological Surgery (I.R.), University of Pittsburgh School of Medicine, PA
| | - Nina Svetlitzky
- From the Department of Neurology (Y.S.Y.S.N., K.R., K.A., H.K., F.F., A.G.), Tel-Aviv Medical Center; Neuroimmunology Unit (K.R., K.A., H.K.), Tel-Aviv Medical Center; Sackler Faculty of Medicine (K.A., O.A.), Tel-Aviv University; Sagol School of Neuroscience (K.A.), Tel-Aviv University; Epilepsy and EEG Unit (F.F.), Tel Aviv Medical Center; Encephalitis Center (O.A., Y.P., Y.A., A.G.), Tel-Aviv Medical Center; Department of Radiology (O.A.), Tel-Aviv Medical Center; Infectious Diseases Department (Y.P.), Tel-Aviv Medical Center; Department of Mathematics (Y.L., S.I.), Bar Ilan University, Ramat Gan; Tissue Typing Laboratory (R.L., N.S.), Sheba Medical Center, Ramat Gan; Immunology Laboratory (Y.A.), Tel Aviv Medical Center, Israel; and Department of Neurological Surgery (I.R.), University of Pittsburgh School of Medicine, PA
| | - Yifat Alcalay
- From the Department of Neurology (Y.S.Y.S.N., K.R., K.A., H.K., F.F., A.G.), Tel-Aviv Medical Center; Neuroimmunology Unit (K.R., K.A., H.K.), Tel-Aviv Medical Center; Sackler Faculty of Medicine (K.A., O.A.), Tel-Aviv University; Sagol School of Neuroscience (K.A.), Tel-Aviv University; Epilepsy and EEG Unit (F.F.), Tel Aviv Medical Center; Encephalitis Center (O.A., Y.P., Y.A., A.G.), Tel-Aviv Medical Center; Department of Radiology (O.A.), Tel-Aviv Medical Center; Infectious Diseases Department (Y.P.), Tel-Aviv Medical Center; Department of Mathematics (Y.L., S.I.), Bar Ilan University, Ramat Gan; Tissue Typing Laboratory (R.L., N.S.), Sheba Medical Center, Ramat Gan; Immunology Laboratory (Y.A.), Tel Aviv Medical Center, Israel; and Department of Neurological Surgery (I.R.), University of Pittsburgh School of Medicine, PA
| | - Itay Raphael
- From the Department of Neurology (Y.S.Y.S.N., K.R., K.A., H.K., F.F., A.G.), Tel-Aviv Medical Center; Neuroimmunology Unit (K.R., K.A., H.K.), Tel-Aviv Medical Center; Sackler Faculty of Medicine (K.A., O.A.), Tel-Aviv University; Sagol School of Neuroscience (K.A.), Tel-Aviv University; Epilepsy and EEG Unit (F.F.), Tel Aviv Medical Center; Encephalitis Center (O.A., Y.P., Y.A., A.G.), Tel-Aviv Medical Center; Department of Radiology (O.A.), Tel-Aviv Medical Center; Infectious Diseases Department (Y.P.), Tel-Aviv Medical Center; Department of Mathematics (Y.L., S.I.), Bar Ilan University, Ramat Gan; Tissue Typing Laboratory (R.L., N.S.), Sheba Medical Center, Ramat Gan; Immunology Laboratory (Y.A.), Tel Aviv Medical Center, Israel; and Department of Neurological Surgery (I.R.), University of Pittsburgh School of Medicine, PA
| | - Avi Gadoth
- From the Department of Neurology (Y.S.Y.S.N., K.R., K.A., H.K., F.F., A.G.), Tel-Aviv Medical Center; Neuroimmunology Unit (K.R., K.A., H.K.), Tel-Aviv Medical Center; Sackler Faculty of Medicine (K.A., O.A.), Tel-Aviv University; Sagol School of Neuroscience (K.A.), Tel-Aviv University; Epilepsy and EEG Unit (F.F.), Tel Aviv Medical Center; Encephalitis Center (O.A., Y.P., Y.A., A.G.), Tel-Aviv Medical Center; Department of Radiology (O.A.), Tel-Aviv Medical Center; Infectious Diseases Department (Y.P.), Tel-Aviv Medical Center; Department of Mathematics (Y.L., S.I.), Bar Ilan University, Ramat Gan; Tissue Typing Laboratory (R.L., N.S.), Sheba Medical Center, Ramat Gan; Immunology Laboratory (Y.A.), Tel Aviv Medical Center, Israel; and Department of Neurological Surgery (I.R.), University of Pittsburgh School of Medicine, PA.
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Segal Y, Nisnboym M, Regev K, Karni A, Kolb H, Fahoum F, Aizenstein O, Paran Y, Louzoun Y, Israeli S, Loewenthal R, Svetlicky N, Alcalay Y, Gadoth A. Expanding Our Knowledge of the Immunogenetic Characteristics of Anti-LGI1 Encephalitis—A Study of an Israeli Cohort Suggests Additional Significant HLA Associations With DQ Alleles. Neurology 2022. [DOI: 10.1212/01.wnl.0000903416.71951.5a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
ObjectiveExploring the clinical characteristics and HLA associations of patients with anti-leucine–rich glioma-inactivated 1 encephalitis (LGI1E) from a large single center in IsraelBackgroundAnti-LGI1E is one of the most commonly diagnosed antibody-associated encephalitic syndromes in adults. Recent studies of various populations reveal significant associations with specific Human Leukocyte Antigen (HLA) genes. We examined the clinical characteristics and HLA associations of a cohort of Israeli patients.Design/MethodsSeventeen consecutive anti-LGI1E patients diagnosed at Tel Aviv Sourasky Medical Center between the years 2011-2018 were included. HLA typing was performed using NGS methodology at the tissue typing laboratory of Sheba Medical Center and compared to data from the "Ezer Mizion" Bone Marrow Donor Registry, containing over 1,000,000 samples.ResultsOur cohort displayed a male predominance and median age of onset in the 7th decade, as previously reported. All patients responded to immunotherapy, though residual damage was not uncommon (23% with MRS >1). HLA analysis revealed overexpression of DRB1*07:01 (OR 13, CI 0.6 p < 1.e-10) and DRB1*04:02 (OR 12, CI-0.6 p < 1.e-10), as previously reported, as well as of the DQ alleles DQB1*02:02 (OR 12, CI 0.6 p < 1.e-10), DQB1*03:03 (OR 27, CI 0.9 p < 1.e-10), previously attributed to linkage disequilibrium (LD) with the mentioned DR alleles. An additional allele overexpressed among our patients was the DQB1*03:02 allele (OR 12, CI 0.6 p < 1.e-10), which appeared in complete LD with DRB1*04:02. Linkage disequilibrium analysis performed on patients and controls suggests these DR-DQ associations are unique to anti-LGI1E patients. In silico predictions performed for the overexpressed DQ alleles reveal them to be strong binders of LGI1 derived peptides, and suggest a correlation between peptide binding sites of paired DR-DQ alleles.ConclusionsOur findings shed additional light on the complex role of immunogenetics in the pathogenesis of anti-LGI1E, implying the possible relevance of certain DQ alleles as well as DR-DQ interactions.
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Nisnboym M, Vincze S, Raphael I, Sneiderman C, Xiong Z, Li B, Day K, Latoche J, Nedrow J, Anderson C, Pearce T, Pollack I, Lieberman F, Drappatz J, Edwards W, Kohanbash G. NIMG-58. IMMUNOPET OF 89ZR-DFO-CD69 AB VISUALIZES T-CELL ACTIVATION AND PREDICTS SURVIVAL FOLLOWING IMMUNOTHERAPY IN MURINE GBM MODEL. Neuro Oncol 2022. [PMCID: PMC9661031 DOI: 10.1093/neuonc/noac209.676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Abstract
INTRODUCTION
Glioblastoma (GBM) is the most malignant brain tumor in adults, with a dismal prognosis despite aggressive therapy. Immunotherapy is currently being evaluated as a treatment modality for recurrent GBM. MRI is not adequate for response assessment to immunotherapy even after using refined response assessment criteria. Thus, there is a need for the development of neuroimaging techniques for response assessment. T-cells are key mediators of cancer immunotherapy responses and upregulation of CD69 is a marker of T-cell activation. Our aim is to use PET/CT imaging to non-invasively quantify CD69 in vivo, following immunotherapy, and correlate the expression to survival.
METHODS
CD69 was evaluated by flow cytometry and immunofluorescence staining on human and mouse in vitro activated T-cells and on dissociated tumors from GL261 glioma-bearing mice treated with anti-PD1/anti-CTLA4 immunotherapy (ICI). Single-cell RNA sequencing (ScRNAseq) datasets from recurrent GBM patients receiving (n=20) or not receiving (n=22) ICI were examined for CD69 expression on tumor infiltrating lymphocyte (TIL) populations. PET/CT was performed on mice (n=30) receiving radiolabeled anti-CD69 antibody (89Zr-DFO-anti-CD69) to evaluate response to ICI therapy. Standard uptake values (SUV) were compared between ICI and controls and in relationship to survival.
RESULTS
We confirmed CD69 upregulation upon T-cell activation in vitro. Ex vivo, CD69 expression significantly increased on TILs early after ICI treatment compared to control (63.46% vs 24.37% CD69+/TILs, respectively; p=0.017). ScRNAseq demonstrated significant elevated CD69 expression in almost all TIL populations tested in recurrent GBM patients treated with ICI compared with a control group. ImmunoPET demonstrated significantly higher anti-CD69 tracer uptake in ICI-treated mice compared with controls. Most importantly, we observed a strong positive correlation between survival and immunoPET SUV (r=0.9425, p=0.016) in the ICI-treatment group, but not within the control group.
CONCLUSIONS
Our study demonstrates the potential incorporation of CD69 ImmunoPET as response assessment to ICI for GBM patients.
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Affiliation(s)
- Michal Nisnboym
- Department of Neurological Surgery, University of Pittsburgh , Pittsburgh, PA , USA
| | - Sarah Vincze
- Department of Neurological Surgery, University of Pittsburgh , Pittsburgh, PA , United States
| | - Itay Raphael
- Department of Neurological Surgery, University of Pittsburgh , Pittsburgh, PA , USA
| | - Chaim Sneiderman
- Department of Neurological Surgery, University of Pittsburgh , Pittsburgh, PA , USA
| | - Zujian Xiong
- Department of Neurological Surgery, University of Pittsburgh , Pittsburgh, PA , United States
| | - Bo Li
- Department of Neurological Surgery, University of Pittsburgh , Pittsburgh, PA , USA
| | - Kathryn Day
- In Vivo Imaging Facility, Hillman Cancer Center, University of Pittsburgh Medical Center, Pittsburgh, PA, United States , pittsburgh , USA
| | - Joseph Latoche
- In Vivo Imaging Facility, Hillman Cancer Center, University of Pittsburgh Medical Center, Pittsburgh, PA, United States , pittsburgh , USA
| | - Jessie Nedrow
- In Vivo Imaging Facility, Hillman Cancer Center, University of Pittsburgh Medical Center, Pittsburgh, PA, United States , pittsburgh , USA
| | - Carolyn Anderson
- Department of Chemistry, University of Missouri, Columbia, MO, United States , columbia , USA
| | - Thomas Pearce
- University of Pittsburgh Medical Center , Pittsburgh , USA
| | - Ian Pollack
- Department of Neurological Surgery, University of Pittsburgh , Pittsburgh, PA , USA
| | | | - Jan Drappatz
- Division of Hematology/Oncology, Hillman Cancer Center, University of Pittsburgh Medical Center , Pittsburgh, PA , USA
| | - Wilson Edwards
- Department of Biochemistry, University of Missouri, Columbia, MO, United States , columbia , USA
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