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Grover NS, Hucks G, Riches ML, Ivanova A, Moore DT, Shea TC, Seegars MB, Armistead PM, Kasow KA, Beaven AW, Dittus C, Coghill JM, Jamieson KJ, Vincent BG, Wood WA, Cheng C, Morrison JK, West J, Cavallo T, Dotti G, Serody JS, Savoldo B. Anti-CD30 CAR T cells as consolidation after autologous haematopoietic stem-cell transplantation in patients with high-risk CD30 + lymphoma: a phase 1 study. Lancet Haematol 2024:S2352-3026(24)00064-4. [PMID: 38555923 DOI: 10.1016/s2352-3026(24)00064-4] [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] [Received: 11/28/2023] [Revised: 02/14/2024] [Accepted: 02/16/2024] [Indexed: 04/02/2024]
Abstract
BACKGROUND Chimeric antigen receptor (CAR) T cells targeting CD30 are safe and have promising activity when preceded by lymphodepleting chemotherapy. We aimed to determine the safety of anti-CD30 CAR T cells as consolidation after autologous haematopoietic stem-cell transplantation (HSCT) in patients with CD30+ lymphoma at high risk of relapse. METHODS This phase 1 dose-escalation study was performed at two sites in the USA. Patients aged 3 years and older, with classical Hodgkin lymphoma or non-Hodgkin lymphoma with CD30+ disease documented by immunohistochemistry, and a Karnofsky performance score of more than 60% planned for autologous HSCT were eligible if they were considered high risk for relapse as defined by primary refractory disease or relapse within 12 months of initial therapy or extranodal involvement at the start of pre-transplantation salvage therapy. Patients received a single infusion of CAR T cells (2 × 107 CAR T cells per m2, 1 × 108 CAR T cells per m2, or 2 × 108 CAR T cells per m2) as consolidation after trilineage haematopoietic engraftment (defined as absolute neutrophil count ≥500 cells per μL for 3 days, platelet count ≥25 × 109 platelets per L without transfusion for 5 days, and haemoglobin ≥8 g/dL without transfusion for 5 days) following carmustine, etoposide, cytarabine, and melphalan (BEAM) and HSCT. The primary endpoint was the determination of the maximum tolerated dose, which was based on the rate of dose-limiting toxicity in patients who received CAR T-cell infusion. This study is registered with ClinicalTrials.gov (NCT02663297) and enrolment is complete. FINDINGS Between June 7, 2016, and Nov 30, 2020, 21 patients were enrolled and 18 patients (11 with Hodgkin lymphoma, six with T-cell lymphoma, one with grey zone lymphoma) were infused with anti-CD30 CAR T cells at a median of 22 days (range 16-44) after autologous HSCT. There were no dose-limiting toxicities observed, so the highest dose tested, 2 × 108 CAR T cells per m2, was determined to be the maximum tolerated dose. One patient had grade 1 cytokine release syndrome. The most common grade 3-4 adverse events were lymphopenia (two [11%] of 18) and leukopenia (two [11%] of 18). There were no treatment-related deaths. Two patients developed secondary malignancies approximately 2 years and 2·5 years following treatment (one stage 4 non-small cell lung cancer and one testicular cancer), but these were judged unrelated to treatment. At a median follow-up of 48·2 months (IQR 27·5-60·7) post-infusion, the median progression-free survival for all treated patients (n=18) was 32·3 months (95% CI 4·6 months to not estimable) and the median progression-free survival for treated patients with Hodgkin lymphoma (n=11) has not been reached. The median overall survival for all treated patients has not been reached. INTERPRETATION Anti-CD30 CAR T-cell infusion as consolidation after BEAM and autologous HSCT is safe, with low rates of toxicity and encouraging preliminary activity in patients with Hodgkin lymphoma at high risk of relapse, highlighting the need for larger studies to confirm these findings. FUNDING National Heart Lung and Blood Institute, University Cancer Research Fund at the Lineberger Comprehensive Cancer Center.
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Affiliation(s)
- Natalie S Grover
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA; Department of Medicine, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA
| | - George Hucks
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA; Department of Pediatrics, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA
| | - Marcie L Riches
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA; Department of Medicine, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA
| | - Anastasia Ivanova
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA; Department of Biostatistics, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA
| | - Dominic T Moore
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA; Department of Biostatistics, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA
| | - Thomas C Shea
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA; Department of Medicine, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA
| | - Mary Beth Seegars
- Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, NC, USA
| | - Paul M Armistead
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA; Department of Medicine, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA
| | - Kimberly A Kasow
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA; Department of Pediatrics, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA
| | - Anne W Beaven
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA; Department of Medicine, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA
| | - Christopher Dittus
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA; Department of Medicine, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA
| | - James M Coghill
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA; Department of Medicine, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA
| | - Katarzyna J Jamieson
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA; Department of Medicine, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA
| | - Benjamin G Vincent
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA; Department of Medicine, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA; Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA; Program in Computational Medicine, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA
| | - William A Wood
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA; Department of Medicine, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA
| | - Catherine Cheng
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA
| | - Julia Kaitlin Morrison
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA; Department of Medicine, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA
| | - John West
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA
| | - Tammy Cavallo
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA
| | - Gianpietro Dotti
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA; Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA
| | - Jonathan S Serody
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA; Department of Medicine, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA; Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA; Program in Computational Medicine, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA
| | - Barbara Savoldo
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA; Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA; Department of Pediatrics, University of North Carolina at Chapel Hill, Chapell Hill, NC, USA.
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2
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Yazdimamaghani M, Kolupaev OV, Lim C, Hwang D, Laurie SJ, Perou CM, Kabanov AV, Serody JS. Tumor microenvironment immunomodulation by nanoformulated TLR 7/8 agonist and PI3k delta inhibitor enhances therapeutic benefits of radiotherapy. bioRxiv 2024:2024.03.09.584084. [PMID: 38559220 PMCID: PMC10979841 DOI: 10.1101/2024.03.09.584084] [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] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
Infiltration of immunosuppressive cells into the breast tumor microenvironment (TME) is associated with suppressed effector T cell (Teff) responses, accelerated tumor growth, and poor clinical outcomes. Previous studies from our group and others identified infiltration of immunosuppressive myeloid-derived suppressor cells (MDSCs) and regulatory T cells (Tregs) as critical contributors to immune dysfunction in the orthotopic triple-negative breast cancer (TNBC) tumor model limiting the efficacy of adoptive cellular therapy. However, approaches to target these cells specifically in the TME are currently lacking. To overcome this barrier, polymeric micelles nanoparticles (PMNPs) were used for co-delivery of small molecule drugs activating Toll-like receptors 7 and 8 (TLR7/8) and inhibiting PI3K delta. The immunomodulation of the TME by TLR7/8 agonist and PI3K inhibitor altered macrophage polarization, reduced MDSC accumulation and selectively decreased tissue-resident Tregs in the TME, while enhancing the T and B cell adaptive immune response. PMNPs significantly enhanced the anti-tumor activity of local radiation therapy (RT) in mice bearing orthotopic TNBC tumors compared to RT alone. Taken together, these data demonstrate that RT combined with a nanoformulated immunostimulant restructured the TME and has promising potential for future translation combined with RT for patients with TNBC.
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Okato A, Utsumi T, Ranieri M, Zheng X, Zhou M, Pereira LD, Chen T, Kita Y, Wu D, Hyun H, Lee H, Gdowski AS, Raupp JD, Clark-Garvey S, Manocha U, Chafitz A, Sherman F, Stephens J, Rose TL, Milowsky MI, Wobker SE, Serody JS, Damrauer JS, Wong KK, Kim WY. FGFR inhibition augments anti-PD-1 efficacy in murine FGFR3-mutant bladder cancer by abrogating immunosuppression. J Clin Invest 2024; 134:e169241. [PMID: 38226620 PMCID: PMC10786699 DOI: 10.1172/jci169241] [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: 01/30/2023] [Accepted: 11/14/2023] [Indexed: 01/17/2024] Open
Abstract
The combination of targeted therapy with immune checkpoint inhibition (ICI) is an area of intense interest. We studied the interaction of fibroblast growth factor receptor (FGFR) inhibition with ICI in urothelial carcinoma (UC) of the bladder, in which FGFR3 is altered in 50% of cases. Using an FGFR3-driven, Trp53-mutant genetically engineered murine model (UPFL), we demonstrate that UPFL tumors recapitulate the histology and molecular subtype of their FGFR3-altered human counterparts. Additionally, UPFL1 allografts exhibit hyperprogression to ICI associated with an expansion of T regulatory cells (Tregs). Erdafitinib blocked Treg proliferation in vitro, while in vivo ICI-induced Treg expansion was fully abrogated by FGFR inhibition. Combined erdafitinib and ICI resulted in high therapeutic efficacy. In aggregate, our work establishes that, in mice, co-alteration of FGFR3 and Trp53 results in high-grade, non-muscle-invasive UC and presents a previously underappreciated role for FGFR inhibition in blocking ICI-induced Treg expansion.
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Affiliation(s)
- Atsushi Okato
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Takanobu Utsumi
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Michela Ranieri
- Perlmutter Cancer Center, New York University, New York, New York, USA
| | - Xingnan Zheng
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Mi Zhou
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Luiza D. Pereira
- Perlmutter Cancer Center, New York University, New York, New York, USA
| | - Ting Chen
- Perlmutter Cancer Center, New York University, New York, New York, USA
| | - Yuki Kita
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Di Wu
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Hyesun Hyun
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Hyojin Lee
- Department of Internal Medicine, College of Medicine, Chungnam National University, Daejeon, South Korea
| | - Andrew S. Gdowski
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, USA
| | - John D. Raupp
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Sean Clark-Garvey
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Ujjawal Manocha
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Alison Chafitz
- Perlmutter Cancer Center, New York University, New York, New York, USA
| | - Fiona Sherman
- Perlmutter Cancer Center, New York University, New York, New York, USA
| | - Janaye Stephens
- Perlmutter Cancer Center, New York University, New York, New York, USA
| | - Tracy L. Rose
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, USA
- Department of Medicine
| | - Matthew I. Milowsky
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, USA
- Department of Medicine
| | - Sara E. Wobker
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, USA
- Department of Pathology and Laboratory Medicine
| | - Jonathan S. Serody
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, USA
- Department of Medicine
- Department of Pathology and Laboratory Medicine
- Department of Microbiology and Immunology
| | - Jeffrey S. Damrauer
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, USA
- Department of Medicine
| | - Kwok-Kin Wong
- Perlmutter Cancer Center, New York University, New York, New York, USA
| | - William Y. Kim
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, USA
- Department of Medicine
- Department of Genetics, and
- Department of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
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Larson JH, Jin S, Loschi M, Bolivar Wagers S, Thangavelu G, Zaiken MC, McDonald-Hyman C, Saha A, Aguilar EG, Koehn B, Osborn MJ, Panoskaltsis-Mortari A, Macdonald KPA, Hill GR, Murphy WJ, Serody JS, Maillard I, Kean LS, Kim SV, Littman DR, Blazar BR. Enforced gut homing of murine regulatory T cells reduces early graft-versus-host disease severity. Am J Transplant 2023; 23:1102-1115. [PMID: 36878433 PMCID: PMC10475494 DOI: 10.1016/j.ajt.2023.01.030] [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: 12/19/2022] [Accepted: 01/31/2023] [Indexed: 03/07/2023]
Abstract
Damage to the gastrointestinal tract following allogeneic hematopoietic stem cell transplantation is a significant contributor to the severity and perpetuation of graft-versus-host disease. In preclinical models and clinical trials, we showed that infusing high numbers of regulatory T cells reduces graft-versus-host disease incidence. Despite no change in in vitro suppressive function, transfer of ex vivo expanded regulatory T cells transduced to overexpress G protein-coupled receptor 15 or C-C motif chemokine receptor 9, specific homing receptors for colon or small intestine, respectively, lessened graft-versus-host disease severity in mice. Increased regulatory T cell frequency and retention within the gastrointestinal tissues of mice that received gut homing T cells correlated with lower inflammation and gut damage early post-transplant, decreased graft-versus-host disease severity, and prolonged survival compared with those receiving control transduced regulatory T cells. These data provide evidence that enforced targeting of ex vivo expanded regulatory T cells to the gastrointestinal tract diminishes gut injury and is associated with decreased graft-versus-host disease severity.
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Affiliation(s)
- Jemma H Larson
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Sujeong Jin
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Michael Loschi
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Sara Bolivar Wagers
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Govindarajan Thangavelu
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Michael C Zaiken
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Cameron McDonald-Hyman
- Division of Hematology/Oncology/Transplantation, Department of Medicine, University of Minnesota, Minneapolis, Minnesota, USA
| | - Asim Saha
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Ethan G Aguilar
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Brent Koehn
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Mark J Osborn
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Angela Panoskaltsis-Mortari
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Kelli P A Macdonald
- Infection and Inflammation Program, QIMR Berghofer Medical Research Institute, Immunology Department, Brisbane, Queensland, Australia
| | - Geoffrey R Hill
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA; Division of Medical Oncology, University of Washington, Seattle, Washington, USA
| | - William J Murphy
- Department of Dermatology, University of California Davis School of Medicine, Sacramento, California, USA; Division of Hematology and Oncology, Department of Internal Medicine, University of California Davis School of Medicine, Sacramento, California, USA
| | - Jonathan S Serody
- Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA; Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA; Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA; Computational Medicine Program, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Ivan Maillard
- Division of Hematology-Oncology, Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Leslie S Kean
- Division of Pediatric Hematology/Oncology, Boston Children's Hospital, Boston, Massachusetts, USA; Department of Pediatric Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA; Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA
| | - Sangwon V Kim
- Department of Microbiology and Immunology, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Dan R Littman
- Molecular Pathogenesis Program, The Kimmel Center for Biology and Medicine of the Skirball Institute, New York University School of Medicine, New York, USA; Howard Hughes Medical Institute, New York University School of Medicine, New York, USA
| | - Bruce R Blazar
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA.
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Tschernia NP, Heiling H, Deal AM, Cheng C, Babinec C, Gonzalez M, Morrison JK, Dittus C, Dotti G, Beaven AW, Serody JS, Wood WA, Savoldo B, Grover NS. Patient-reported outcomes in CD30-directed CAR-T cells against relapsed/refractory CD30+ lymphomas. J Immunother Cancer 2023; 11:e006959. [PMID: 37527906 PMCID: PMC10394544 DOI: 10.1136/jitc-2023-006959] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [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] [Accepted: 07/12/2023] [Indexed: 08/03/2023] Open
Abstract
Chimeric antigen receptor (CAR)-T cells targeting CD30 have demonstrated high response rates with durable remissions observed in a subset of patients with relapsed/refractory CD30+ hematologic malignancies, particularly classical Hodgkin lymphoma. This therapy has low rates of toxicity including cytokine release syndrome with no neurotoxicity observed in our phase 2 study. We collected patient-reported outcomes (PROs) on patients treated with CD30 directed CAR-T cells to evaluate the impact of this therapy on their symptom experience. We collected PROs including PROMIS (Patient-Reported Outcomes Measurement Information System) Global Health and Physical Function questionnaires and selected symptom questions from the NCI PRO-CTCAE in patients enrolled on our clinical trial of CD30-directed CAR-T cells at procurement, at time of CAR-T cell infusion, and at various time points post treatment. We compared PROMIS scores and overall symptom burden between pre-procurement, time of infusion, and at 4 weeks post infusion. At least one PRO measurement during the study period was found in 23 out of the 28 enrolled patients. Patient overall symptom burden, global health and mental health, and physical function were at or above baseline levels at 4 weeks post CAR-T cell infusion. In addition, PROMIS scores for patients who participated in the clinical trial were similar to the average healthy population. CD30 CAR-T cell therapy has a favorable toxicity profile with patient physical function and symptom burden recovering to at least their baseline pretreatment health by 1 month post infusion. Trial registration number: NCT02690545.
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Affiliation(s)
- Nicholas P Tschernia
- Medical Oncology Service, National Institutes of Health, Bethesda, Maryland, USA
| | - Hillary Heiling
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Allison M Deal
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Catherine Cheng
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Caroline Babinec
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Megan Gonzalez
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - J Kaitlin Morrison
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Department of Medicine, The University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - Christopher Dittus
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Department of Medicine, The University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - Gianpietro Dotti
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Department of Microbiology and Immunology, The University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - Anne W Beaven
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Department of Medicine, The University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - Jonathan S Serody
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Department of Medicine, The University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - William A Wood
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Department of Medicine, The University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - Barbara Savoldo
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Department of Pediatrics, The University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
| | - Natalie S Grover
- Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Department of Medicine, The University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, North Carolina, USA
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6
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Vincent BG, File DM, McKinnon KP, Moore DT, Frelinger JA, Collins EJ, Ibrahim JG, Bixby L, Reisdorf S, Laurie SJ, Park YA, Anders CK, Collichio FA, Muss HB, Carey LA, van Deventer HW, Dees EC, Serody JS. Efficacy of a Dual-Epitope Dendritic Cell Vaccine as Part of Combined Immunotherapy for HER2-Expressing Breast Tumors. J Immunol 2023:263816. [PMID: 37204246 DOI: 10.4049/jimmunol.2300077] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 05/02/2023] [Indexed: 05/20/2023]
Abstract
Previous work from our group and others has shown that patients with breast cancer can generate a T cell response against specific human epidermal growth factor 2 (HER2) epitopes. In addition, preclinical work has shown that this T cell response can be augmented by Ag-directed mAb therapy. This study evaluated the activity and safety of a combination of dendritic cell (DC) vaccination given with mAb and cytotoxic therapy. We performed a phase I/II study using autologous DCs pulsed with two different HER2 peptides given with trastuzumab and vinorelbine to a study cohort of patients with HER2-overexpressing and a second with HER2 nonoverexpressing metastatic breast cancer. Seventeen patients with HER2-overexpressing and seven with nonoverexpressing disease were treated. Treatment was well tolerated, with one patient removed from therapy because of toxicity and no deaths. Forty-six percent of patients had stable disease after therapy, with 4% achieving a partial response and no complete responses. Immune responses were generated in the majority of patients but did not correlate with clinical response. However, in one patient, who has survived >14 y since treatment in the trial, a robust immune response was demonstrated, with 25% of her T cells specific to one of the peptides in the vaccine at the peak of her response. These data suggest that autologous DC vaccination when given with anti-HER2-directed mAb therapy and vinorelbine is safe and can induce immune responses, including significant T cell clonal expansion, in a subset of patients.
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Affiliation(s)
- Benjamin G Vincent
- Division of Hematology, Department of Medicine, University of North Carolina, Chapel Hill, NC
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Microbiology and Immunology, UNC School of Medicine, Marsico Hall, Chapel Hill, NC
- Program in Computational Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Danielle M File
- Division of Oncology, Department of Medicine, University of North Carolina, Chapel Hill, NC
| | - Karen P McKinnon
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Dominic T Moore
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Jeffrey A Frelinger
- Department of Microbiology and Immunology, UNC School of Medicine, Marsico Hall, Chapel Hill, NC
| | - Edward J Collins
- Department of Microbiology and Immunology, UNC School of Medicine, Marsico Hall, Chapel Hill, NC
| | - Joseph G Ibrahim
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Lisa Bixby
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Shannon Reisdorf
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Sonia J Laurie
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Yara A Park
- Department of Pathology and Laboratory Medicine, University of North Carolina, Chapel Hill, NC
| | - Carey K Anders
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Division of Oncology, Department of Medicine, University of North Carolina, Chapel Hill, NC
| | - Frances A Collichio
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Division of Oncology, Department of Medicine, University of North Carolina, Chapel Hill, NC
| | - Hyman B Muss
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Division of Oncology, Department of Medicine, University of North Carolina, Chapel Hill, NC
| | - Lisa A Carey
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Division of Oncology, Department of Medicine, University of North Carolina, Chapel Hill, NC
| | - Hendrik W van Deventer
- Division of Hematology, Department of Medicine, University of North Carolina, Chapel Hill, NC
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - E Claire Dees
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Division of Oncology, Department of Medicine, University of North Carolina, Chapel Hill, NC
| | - Jonathan S Serody
- Division of Hematology, Department of Medicine, University of North Carolina, Chapel Hill, NC
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Microbiology and Immunology, UNC School of Medicine, Marsico Hall, Chapel Hill, NC
- Program in Computational Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
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7
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Routh ED, Woodcock MG, Beckabir W, Vensko SP, Serody JS, Vincent BG. Evaluation of tumor antigen-specific antibody responses in patients with metastatic triple negative breast cancer treated with cyclophosphamide and pembrolizumab. J Immunother Cancer 2023; 11:jitc-2022-005848. [PMID: 36882226 PMCID: PMC10008414 DOI: 10.1136/jitc-2022-005848] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/27/2023] [Indexed: 03/09/2023] Open
Abstract
The role of B cells in antitumor immunity is becoming increasingly appreciated, as B cell populations have been associated with response to immune checkpoint blockade (ICB) in patients with breast cancer and murine models of breast cancer. Deeper understanding of antibody responses to tumor antigens is needed to clarify the function of B cells in determining response to immunotherapy. We evaluated tumor antigen-specific antibody responses in patients with metastatic triple negative breast cancer treated with pembrolizumab following low-dose cyclophosphamide therapy using computational linear epitope prediction and custom peptide microarrays. We found that a minority of predicted linear epitopes were associated with antibody signal, and signal was associated with both neoepitopes and self-peptides. No association was observed between signal presence and subcellular localization or RNA expression of parent proteins. Patient-specific patterns of antibody signal boostability were observed that were independent of clinical response. Intriguingly, measures of cumulative antibody signal intensity relative to immunotherapy treatment showed that the one complete responder in the trial had the greatest increase in total antibody signal, which supports a potential association between ICB-dependent antibody boosting and clinical response. The antibody boost in the complete responder was largely driven by increased levels of IgG specific to a sequence of N-terminal residues in native Epidermal Growth Factor Receptor Pathway Substrate 8 (EPS8) protein, a known oncogene in several cancer types including breast cancer. Structural protein prediction showed that the targeted epitope of EPS8 was in a region of the protein with mixed linear/helical structure, and that this region was solvent-exposed and not predicted to bind to interacting macromolecules. This study highlights the potential importance of the humoral immune response targeting neoepitopes as well as self epitopes in shaping clinical response to immunotherapy.
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Affiliation(s)
- Eric D Routh
- Lineberger Comprehensive Cancer Center, The University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Mark G Woodcock
- Lineberger Comprehensive Cancer Center, The University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA.,Division of Medical Oncology, The University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Wolfgang Beckabir
- Lineberger Comprehensive Cancer Center, The University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Steven P Vensko
- Lineberger Comprehensive Cancer Center, The University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Jonathan S Serody
- Lineberger Comprehensive Cancer Center, The University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA.,Department of Microbiology and Immunology, The University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA.,Division of Hematology, Department of Medicine, The University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Benjamin G Vincent
- Lineberger Comprehensive Cancer Center, The University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA .,Department of Microbiology and Immunology, The University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA.,Division of Hematology, Department of Medicine, The University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA.,Computational Medicine Program, The University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
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8
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Hamilton AM, Hurson AN, Olsson LT, Walens A, Nsonwu-Farley J, Kirk EL, Abdou Y, Downs-Canner SM, Serody JS, Perou CM, Calhoun BC, Troester MA, Hoadley KA. The Landscape of Immune Microenvironments in Racially Diverse Breast Cancer Patients. Cancer Epidemiol Biomarkers Prev 2022; 31:1341-1350. [PMID: 35437570 PMCID: PMC9292136 DOI: 10.1158/1055-9965.epi-21-1312] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 03/01/2022] [Accepted: 04/12/2022] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Immunotherapy is a rapidly evolving treatment option in breast cancer; However, the breast cancer immune microenvironment is understudied in Black and younger (<50 years) patients. METHODS We used histologic and RNA-based immunoprofiling methods to characterize the breast cancer immune landscape in 1,952 tumors from the Carolina Breast Cancer Study (CBCS), a population-based study that oversampled Black (n = 1,030) and young women (n = 1,039). We evaluated immune response leveraging markers for 10 immune cell populations, compared profiles to those in The Cancer Genome Atlas (TCGA) Project [n = 1,095 tumors, Black (n = 183), and young women (n = 295)], and evaluated in association with clinical and demographic variables, including recurrence. RESULTS Consensus clustering identified three immune clusters in CBCS (adaptive-enriched, innate-enriched, or immune-quiet) that varied in frequency by race, age, tumor grade and subtype; however, only two clusters were identified in TCGA, which were predominantly comprised of adaptive-enriched and innate-enriched tumors. In CBCS, the strongest adaptive immune response was observed for basal-like, HER2-positive (HER2+), triple-negative breast cancer (TNBC), and high-grade tumors. Younger patients had higher proportions of adaptive-enriched tumors, particularly among estrogen receptor (ER)-negative (ER-) cases. Black patients had higher frequencies of both adaptive-enriched and innate-enriched tumors. Immune clusters were associated with recurrence among ER- tumors, with adaptive-enriched showing the best and innate-enriched showing the poorest 5-year recurrence-free survival. CONCLUSIONS These data suggest that immune microenvironments are intricately related to race, age, tumor subtype, and grade. IMPACT Given higher mortality among Black and young women, more defined immune classification using cell-type-specific panels could help explain higher recurrence and ultimately lead to targetable interventions.
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Affiliation(s)
- Alina M. Hamilton
- Department of Pathology and Laboratory Medicine, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Amber N. Hurson
- Department of Epidemiology, Gillings School of Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Linnea T. Olsson
- Department of Epidemiology, Gillings School of Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Andrea Walens
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, 27599, USA
| | - Joseph Nsonwu-Farley
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, 27599, USA
| | - Erin L. Kirk
- Department of Epidemiology, Gillings School of Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Yara Abdou
- Department of Medicine, Division of Oncology, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Stephanie M. Downs-Canner
- Department of Surgery, Division of Surgical Oncology and Endocrine Surgery, University of North Carolina School of Medicine, Chapel Hill, NC, 27599, USA
| | - Jonathan S. Serody
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, NC, 27599, USA
- Division of Hematology/Oncology, Department of Medicine, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Charles M. Perou
- Department of Pathology and Laboratory Medicine, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
- Department of Genetics, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Benjamin C. Calhoun
- Department of Pathology and Laboratory Medicine, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Melissa A. Troester
- Department of Pathology and Laboratory Medicine, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
- Department of Epidemiology, Gillings School of Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Katherine A. Hoadley
- Department of Genetics, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
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9
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Su H, Imai K, Jia W, Li Z, DiCioccio RA, Serody JS, Poe JC, Chen BJ, Doan PL, Sarantopoulos S. Alphavirus Replicon Particle Vaccine Breaks B Cell Tolerance and Rapidly Induces IgG to Murine Hematolymphoid Tumor Associated Antigens. Front Immunol 2022; 13:865486. [PMID: 35686131 PMCID: PMC9171395 DOI: 10.3389/fimmu.2022.865486] [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] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Accepted: 04/25/2022] [Indexed: 11/13/2022] Open
Abstract
De novo immune responses to myeloid and other blood-borne tumors are notably limited and ineffective, making our ability to promote immune responses with vaccines a major challenge. While focus has been largely on cytotoxic cell-mediated tumor eradication, B-cells and the antibodies they produce also have roles in anti-tumor responses. Indeed, therapeutic antibody-mediated tumor cell killing is routinely employed in patients with hematolymphoid cancers, but whether endogenous antibody responses can be incited to blood-born tumors remains poorly studied. A major limitation of immunoglobulin therapies is that cell surface expression of tumor-associated antigen (TAA) targets is dynamic and varied, making promotion of polyclonal, endogenous B cell responses appealing. Since many TAAs are self-antigens, developing tumor vaccines that enable production of antibodies to non-polymorphic antigen targets remains a challenge. As B cell responses to RNA vaccines are known to occur, we employed the Viral Replicon Particles (VRP) which was constructed to encode mouse FLT3. The VRP-FLT3 vaccine provoked a rapid IgG B-cell response to this self-antigen in leukemia and lymphoma mouse models. In addition, IgGs to other TAAs were also produced. Our data suggest that vaccination with RNA viral particle vectors incites a loss of B-cell tolerance that enables production of anti-tumor antibodies. This proof of principle work provides impetus to employ such strategies that lead to a break in B-cell tolerance and enable production of broadly reactive anti-TAA antibodies as potential future therapeutic agents for patients with hematolymphoid cancers.
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Affiliation(s)
- Hsuan Su
- Department of Medicine, Division of Hematological Malignancies and Cellular Therapy, Duke University Medical Center, Durham, NC, United States
| | - Kazuhiro Imai
- Department of Medicine, Division of Hematological Malignancies and Cellular Therapy, Duke University Medical Center, Durham, NC, United States.,Department of Thoracic Surgery, Akita University Graduate School of Medicine, Akita, Japan
| | - Wei Jia
- Department of Medicine, Division of Hematological Malignancies and Cellular Therapy, Duke University Medical Center, Durham, NC, United States
| | - Zhiguo Li
- Biostatistics and Bioinformatics, Basic Science Department, Duke University Medical Center, Durham, NC, United States.,Duke Cancer Institute, Duke University, Durham, NC, United States
| | - Rachel A DiCioccio
- Department of Medicine, Division of Hematological Malignancies and Cellular Therapy, Duke University Medical Center, Durham, NC, United States
| | - Jonathan S Serody
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.,Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.,Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Jonathan C Poe
- Department of Medicine, Division of Hematological Malignancies and Cellular Therapy, Duke University Medical Center, Durham, NC, United States
| | - Benny J Chen
- Department of Medicine, Division of Hematological Malignancies and Cellular Therapy, Duke University Medical Center, Durham, NC, United States.,Duke Cancer Institute, Duke University, Durham, NC, United States
| | - Phuong L Doan
- Department of Medicine, Division of Hematological Malignancies and Cellular Therapy, Duke University Medical Center, Durham, NC, United States.,Duke Cancer Institute, Duke University, Durham, NC, United States
| | - Stefanie Sarantopoulos
- Department of Medicine, Division of Hematological Malignancies and Cellular Therapy, Duke University Medical Center, Durham, NC, United States.,Duke Cancer Institute, Duke University, Durham, NC, United States.,Department of Immunology, School of Medicine, Duke University , Durham, NC, United States
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10
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Zaiken MC, Flynn R, Paz KG, Rhee SY, Jin S, Mohamed FA, Saha A, Thangavelu G, Park PMC, Hemming ML, Sage PT, Sharpe AH, DuPage M, Bluestone JA, Panoskaltsis-Mortari A, Cutler CS, Koreth J, Antin JH, Soiffer RJ, Ritz J, Luznik L, Maillard I, Hill GR, MacDonald KPA, Munn DH, Serody JS, Murphy WJ, Kean LS, Zhang Y, Bradner JE, Qi J, Blazar BR. BET-bromodomain and EZH2 inhibitor-treated chronic GVHD mice have blunted germinal centers with distinct transcriptomes. Blood 2022; 139:2983-2997. [PMID: 35226736 PMCID: PMC9101246 DOI: 10.1182/blood.2021014557] [Citation(s) in RCA: 4] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Accepted: 02/09/2022] [Indexed: 01/26/2023] Open
Abstract
Despite advances in the field, chronic graft-versus-host-disease (cGVHD) remains a leading cause of morbidity and mortality following allogenic hematopoietic stem cell transplant. Because treatment options remain limited, we tested efficacy of anticancer, chromatin-modifying enzyme inhibitors in a clinically relevant murine model of cGVHD with bronchiolitis obliterans (BO). We observed that the novel enhancer of zeste homolog 2 (EZH2) inhibitor JQ5 and the BET-bromodomain inhibitor JQ1 each improved pulmonary function; impaired the germinal center (GC) reaction, a prerequisite in cGVHD/BO pathogenesis; and JQ5 reduced EZH2-mediated H3K27me3 in donor T cells. Using conditional EZH2 knockout donor cells, we demonstrated that EZH2 is obligatory for the initiation of cGVHD/BO. In a sclerodermatous cGVHD model, JQ5 reduced the severity of cutaneous lesions. To determine how the 2 drugs could lead to the same physiological improvements while targeting unique epigenetic processes, we analyzed the transcriptomes of splenic GCB cells (GCBs) from transplanted mice treated with either drug. Multiple inflammatory and signaling pathways enriched in cGVHD/BO GCBs were reduced by each drug. GCBs from JQ5- but not JQ1-treated mice were enriched for proproliferative pathways also seen in GCBs from bone marrow-only transplanted mice, likely reflecting their underlying biology in the unperturbed state. In conjunction with in vivo data, these insights led us to conclude that epigenetic targeting of the GC is a viable clinical approach for the treatment of cGVHD, and that the EZH2 inhibitor JQ5 and the BET-bromodomain inhibitor JQ1 demonstrated clinical potential for EZH2i and BETi in patients with cGVHD/BO.
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Affiliation(s)
- Michael C Zaiken
- Division of Blood & Marrow Transplant & Cellular Therapy, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, MN
| | - Ryan Flynn
- Division of Blood & Marrow Transplant & Cellular Therapy, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, MN
| | - Katelyn G Paz
- Division of Blood & Marrow Transplant & Cellular Therapy, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, MN
| | - Stephanie Y Rhee
- Division of Blood & Marrow Transplant & Cellular Therapy, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, MN
| | - Sujeong Jin
- Division of Blood & Marrow Transplant & Cellular Therapy, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, MN
| | - Fathima A Mohamed
- Division of Blood & Marrow Transplant & Cellular Therapy, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, MN
| | - Asim Saha
- Division of Blood & Marrow Transplant & Cellular Therapy, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, MN
| | - Govindarajan Thangavelu
- Division of Blood & Marrow Transplant & Cellular Therapy, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, MN
| | - Paul M C Park
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA
| | - Matthew L Hemming
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA
| | - Peter T Sage
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA
- Evergrande Center for Immunologic Diseases, Harvard Medical School-Brigham and Women's Hospital, Boston, MA
| | - Arlene H Sharpe
- Department of Immunology, Blavatnik Institute, Harvard Medical School, Boston, MA
- Evergrande Center for Immunologic Diseases, Harvard Medical School-Brigham and Women's Hospital, Boston, MA
| | - Michel DuPage
- Division of Immunology and Pathogenesis, Department of Molecular and Cell Biology, University of California Berkeley, Berkeley, CA
| | | | - Angela Panoskaltsis-Mortari
- Division of Blood & Marrow Transplant & Cellular Therapy, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, MN
| | | | | | | | - Robert J Soiffer
- Department of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | | | - Leo Luznik
- Department of Oncology, Sidney Kimmel Cancer Center, Baltimore, MD
| | - Ivan Maillard
- Division of Hematology-Oncology, Department of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Geoffrey R Hill
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA
- Division of Medical Oncology, University of Washington, Seattle, WA
| | - Kelli P A MacDonald
- Department of Immunology, Queensland Institute of Medical Research (QIMR), University of Queensland, Brisbane, QLD, Australia
| | - David H Munn
- Georgia Cancer Center, Augusta University, Augusta, GA
| | - Jonathan S Serody
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC
| | - William J Murphy
- Department of Dermatology, School of Medicine, University of California, Davis, Sacramento, CA
| | - Leslie S Kean
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA
- Boston Children's Hospital, Dana-Farber Cancer Institute, Boston, MA
| | - Yi Zhang
- Fels Institute for Cancer Research and Molecular Biology, Department of Microbiology and Immunology, Temple University, Philadelphia, PA
| | - James E Bradner
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA; and
| | - Jun Qi
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA
- Department of Medicine, Harvard Medical School, Boston, MA
| | - Bruce R Blazar
- Division of Blood & Marrow Transplant & Cellular Therapy, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, MN
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11
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Abstract
The tumor microenvironment (TME) is a heterogeneous, complex organization composed of tumor, stroma, and endothelial cells that is characterized by cross talk between tumor and innate and adaptive immune cells. Over the last decade, it has become increasingly clear that the immune cells in the TME play a critical role in controlling or promoting tumor growth. The function of T lymphocytes in this process has been well characterized. On the other hand, the function of B lymphocytes is less clear, although recent data from our group and others have strongly indicated a critical role for B cells in antitumor immunity. There are, however, a multitude of populations of B cells found within the TME, ranging from naive B cells all the way to terminally differentiated plasma cells and memory B cells. Here, we characterize the role of B cells in the TME in both animal models and patients, with an emphasis on dissecting how B cell heterogeneity contributes to the immune response to cancer.
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Affiliation(s)
- Stephanie M Downs-Canner
- Department of Surgery, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA.,Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Jeremy Meier
- Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA;
| | - Benjamin G Vincent
- Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA; .,Bioinformatics and Computational Biology Program, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA.,Department of Microbiology and Immunology, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Jonathan S Serody
- Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA; .,Department of Microbiology and Immunology, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
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12
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Anders CK, Woodcock MG, Van Swearingen AED, Moore DT, Sambade MJ, Laurie S, Robeson A, Kolupaev O, Cuaboy LA, Garrett AL, McKinnon K, Cowens K, Bortone D, Calhoun BC, Wilkinson AD, Carey L, Jolly T, Muss H, Reeder-Hayes K, Kaltman R, Jankowitz R, Gudena V, Olajide O, Perou C, Dees EC, Vincent BG, Serody JS. Evaluating the efficacy of a priming dose of cyclophosphamide prior to pembrolizumab to treat metastatic triple negative breast cancer. J Immunother Cancer 2022; 10:jitc-2021-003427. [PMID: 35121644 PMCID: PMC8819787 DOI: 10.1136/jitc-2021-003427] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/16/2021] [Indexed: 12/30/2022] Open
Abstract
PURPOSE Triple negative breast cancer (TNBC) is characterized by the presence of immune cells in the tumor microenvironment, however, the response to single-agent immune checkpoint inhibitor (ICI) therapy is modest. Preclinical models have demonstrated that intratumoral regulatory T cells (Tregs) dampen the antitumor response to ICI. We performed a single-arm phase II trial to evaluate the efficacy of a single low dose of cyclophosphamide (Cy) to deplete Tregs administered before initiating pembrolizumab. PATIENTS AND METHODS 40 patients with pretreated metastatic TNBC were enrolled. The primary endpoints were progression-free survival (PFS) and change in peripheral blood Tregs after Cy. Secondary endpoints included overall response rate (ORR), duration of response, overall survival, treatment-related adverse events (AEs), and correlative evaluations. RESULTS Median PFS was 1.8 months, and the ORR was 21%. Tregs were not significantly decreased after Cy prior to ICI (-3.3%, p=0.19), and increased significantly after the first cycle of therapy (+21% between cycles 1 and 2, p=0.005). Immune-related AEs were similar to historical pembrolizumab monotherapy, and were associated with response to therapy (p=0.02). Patients with pretreatment tumors harboring increased expression of B cell metagene signatures and increased circulating B cell receptor repertoire diversity were associated with clinical response and immune-related toxicity (IRT). CONCLUSIONS Among patients with heavily pretreated TNBC, Cy prior to pembrolizumab did not significantly deplete Tregs, and in those with decreased numbers there was rapid recovery following therapy. Increased B cell gene expression in baseline samples was associated with clinical response and IRT.
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Affiliation(s)
| | - Mark G Woodcock
- Division of Medical Oncology, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA.,Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | | | - Dominic T Moore
- Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Maria J Sambade
- Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Sonia Laurie
- Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Alexander Robeson
- Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Oleg Kolupaev
- Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Luz A Cuaboy
- Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Amy L Garrett
- Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Karen McKinnon
- Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA.,Division of Microbiology and Immunology, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Kristen Cowens
- Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Dante Bortone
- Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Benjamin C Calhoun
- Department of Pathology and Laboratory Medicine, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Alec D Wilkinson
- Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Lisa Carey
- Division of Medical Oncology, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA.,Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Trevor Jolly
- Division of Medical Oncology, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA.,Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Hyman Muss
- Division of Medical Oncology, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA.,Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Katherine Reeder-Hayes
- Division of Medical Oncology, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA.,Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Rebecca Kaltman
- Department of Hematology and Oncology, George Washington Cancer Center, Washington, District of Columbia, USA
| | - Rachel Jankowitz
- Division of Hematology/Oncology, University of Pittsburgh, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.,Abramson Cancer Center, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Vinay Gudena
- Division of Hematology/Oncology, Cone Health Cancer Center, Greensboro, North Carolina, USA
| | - Oludamilola Olajide
- Rex Hematology Oncology Associates, Rex Cancer Care, Raleigh, North Carolina, USA
| | - Charles Perou
- Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA.,Department of Genetics, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - E Claire Dees
- Division of Medical Oncology, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA.,Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Benjamin G Vincent
- Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA.,Division of Microbiology and Immunology, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA.,Department of Genetics, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA.,Division of Hematology, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Jonathan S Serody
- Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA .,Division of Microbiology and Immunology, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA.,Division of Hematology, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
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13
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Tschernia NP, Kumar V, Moore DT, Vincent BG, Coombs CC, Van Deventer H, Foster MC, DeZern AE, Luznik L, Riches ML, Serody JS, Gojo I, Zeidner JF. Safety and Efficacy of Pembrolizumab Prior to Allogeneic Stem Cell Transplantation for Acute Myelogenous Leukemia. Transplant Cell Ther 2021; 27:1021.e1-1021.e5. [PMID: 34474164 DOI: 10.1016/j.jtct.2021.08.022] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [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: 06/09/2021] [Revised: 08/01/2021] [Accepted: 08/24/2021] [Indexed: 12/12/2022]
Abstract
Programmed death 1 (PD-1) is an integral component of acute myelogenous leukemia (AML) immune evasion, chemotherapy resistance, and disease progression. PD-1 inhibitors are being investigated as treatment for AML in combination with hypomethylating agents and cytotoxic chemotherapy with encouraging findings. Although allogeneic stem cell transplantation (alloSCT) remains the most established curative treatment for patients with relapsed and refractory AML in complete remission, there are limited data on the clinical outcomes and safety of immune checkpoint inhibitors (ICIs) prior to alloSCT in AML. In the present study, we compared clinical outcomes of 9 patients with AML receiving high-dose cytarabine followed by pembrolizumab in a phase II clinical trial (NCT02768792) prior to alloSCT versus a historical control group of 18 AML patients who underwent alloSCT without prior ICI exposure. The nonparametric Jonckheere-Terpstra test was used to test for a difference in the ordered severity categories of acute graft-versus-host disease (GVHD) within 100 days of transplantation. Time-to-event estimates for overall survival and relapse-free survival were calculated using the Kaplan-Meier method and compared using a log-rank test. One-year survival was not significantly different between the treatment groups (67% versus 78%; P = .34). 100-day mortality was 0% in the ICI group versus 17% in the control group, and there was no increase in grade III-IV acute GVHD in patients treated with pembrolizumab prior to alloSCT. No chronic GVHD was seen in patients treated with pembrolizumab prior to alloSCT and who received post-transplantation cyclophosphamide (PTCy) as part of their conditioning regimen. These findings reinforce the safety and feasibility of ICI therapy prior to alloSCT in patients with AML, and suggest that PTCy may abrogate GVHD risk and severity in patients who receive ICI prior to undergoing alloSCT for AML.
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Affiliation(s)
- Nicholas P Tschernia
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina
| | - Vaibhav Kumar
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina
| | - Dominic T Moore
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina
| | - Benjamin G Vincent
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina
| | - Catherine C Coombs
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina
| | - Hendrik Van Deventer
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina
| | - Matthew C Foster
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina
| | - Amy E DeZern
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland
| | - Leo Luznik
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland
| | - Marcie L Riches
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina
| | - Jonathan S Serody
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina
| | - Ivana Gojo
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University, Baltimore, Maryland
| | - Joshua F Zeidner
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina.
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14
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Zeidner JF, Vincent BG, Ivanova A, Moore D, McKinnon KP, Wilkinson AD, Mukhopadhyay R, Mazziotta F, Knaus HA, Foster MC, Coombs CC, Jamieson K, Van Deventer H, Webster JA, Prince GT, DeZern AE, Smith BD, Levis MJ, Montgomery ND, Luznik L, Serody JS, Gojo I. Phase II Trial of Pembrolizumab after High-Dose Cytarabine in Relapsed/Refractory Acute Myeloid Leukemia. Blood Cancer Discov 2021; 2:616-629. [PMID: 34778801 DOI: 10.1158/2643-3230.bcd-21-0070] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 07/12/2021] [Accepted: 08/25/2021] [Indexed: 12/17/2022] Open
Abstract
Immune suppression, exhaustion, and senescence are frequently seen throughout disease progression in acute myeloid leukemia (AML). We conducted a phase II study of high-dose cytarabine followed by pembrolizumab 200 mg i.v. on day 14 to examine whether PD-1 inhibition improves clinical responses in relapsed/refractory (R/R) AML. Overall responders could receive pembrolizumab maintenance up to 2 years. Among 37 patients enrolled, the overall response rate, composite complete remission (CRc) rate (primary endpoint), and median overall survival (OS) were 46%, 38%, and 11.1 months, respectively. Patients with refractory/early relapse and those receiving treatment as first salvage had encouraging outcomes (median OS, 13.2 and 11.3 months, respectively). Grade ≥3 immune-related adverse events were rare (14%) and self-limiting. Patients who achieved CRc had a higher frequency of progenitor exhausted CD8+ T cells expressing TCF-1 in the bone marrow prior to treatment. A multifaceted correlative approach of genomic, transcriptomic, and immunophenotypic profiling offers insights on molecular correlates of response and resistance to pembrolizumab. Significance Immune-checkpoint blockade with pembrolizumab was tolerable and feasible after high-dose cytarabine in R/R AML, with encouraging clinical activity, particularly in refractory AML and those receiving treatment as first salvage regimen. Further study of pembrolizumab and other immune-checkpoint blockade strategies after cytotoxic chemotherapy is warranted in AML.See related commentary by Wei et al., p. 551. This article is highlighted in the In This Issue feature, p. 549.
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Affiliation(s)
- Joshua F Zeidner
- University of North Carolina School of Medicine, Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina.,Division of Hematology, Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Benjamin G Vincent
- University of North Carolina School of Medicine, Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina.,Division of Hematology, Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, North Carolina.,University of North Carolina, Department of Microbiology and Immunology, Chapel Hill, North Carolina.,Program in Computational Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Anastasia Ivanova
- University of North Carolina School of Medicine, Department of Biostatistics, Chapel Hill, North Carolina
| | - Dominic Moore
- University of North Carolina School of Medicine, Department of Biostatistics, Chapel Hill, North Carolina
| | - Karen P McKinnon
- University of North Carolina School of Medicine, Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina.,University of North Carolina, Department of Microbiology and Immunology, Chapel Hill, North Carolina
| | - Alec D Wilkinson
- University of North Carolina School of Medicine, Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina
| | - Rupkatha Mukhopadhyay
- Johns Hopkins School of Medicine, Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland
| | - Francesco Mazziotta
- Johns Hopkins School of Medicine, Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland.,University of Siena, Department of Medical Biotechnologies, Siena, Italy
| | - Hanna A Knaus
- Johns Hopkins School of Medicine, Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland
| | - Matthew C Foster
- University of North Carolina School of Medicine, Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina.,Division of Hematology, Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Catherine C Coombs
- University of North Carolina School of Medicine, Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina.,Division of Hematology, Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Katarzyna Jamieson
- University of North Carolina School of Medicine, Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina.,Division of Hematology, Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Hendrik Van Deventer
- University of North Carolina School of Medicine, Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina.,Division of Hematology, Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Jonathan A Webster
- Johns Hopkins School of Medicine, Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland.,Department of Oncology, Division of Hematological Malignancies, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Gabrielle T Prince
- Johns Hopkins School of Medicine, Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland.,Department of Oncology, Division of Hematological Malignancies, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Amy E DeZern
- Johns Hopkins School of Medicine, Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland.,Department of Oncology, Division of Hematological Malignancies, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - B Douglas Smith
- Johns Hopkins School of Medicine, Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland.,Department of Oncology, Division of Hematological Malignancies, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Mark J Levis
- Johns Hopkins School of Medicine, Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland.,Department of Oncology, Division of Hematological Malignancies, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Nathan D Montgomery
- University of North Carolina School of Medicine, Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina.,Department of Pathology and Laboratory Medicine, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Leo Luznik
- Johns Hopkins School of Medicine, Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland.,Department of Oncology, Division of Hematological Malignancies, Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Jonathan S Serody
- University of North Carolina School of Medicine, Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina.,Division of Hematology, Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, North Carolina.,University of North Carolina, Department of Microbiology and Immunology, Chapel Hill, North Carolina.,Program in Computational Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Ivana Gojo
- Johns Hopkins School of Medicine, Sidney Kimmel Comprehensive Cancer Center, Baltimore, Maryland.,University of Siena, Department of Medical Biotechnologies, Siena, Italy
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15
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Vick SC, Kolupaev OV, Perou CM, Serody JS. Anti-PD-1 Checkpoint Therapy Can Promote the Function and Survival of Regulatory T Cells. J Immunol 2021; 207:2598-2607. [PMID: 34607937 DOI: 10.4049/jimmunol.2001334] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/24/2020] [Accepted: 09/04/2021] [Indexed: 11/19/2022]
Abstract
We have previously shown in a model of claudin-low breast cancer that regulatory T cells (Tregs) are increased in the tumor microenvironment (TME) and express high levels of PD-1. In mouse models and patients with triple-negative breast cancer, it is postulated that one cause for the lack of activity of anti-PD-1 therapy is the activation of PD-1-expressing Tregs in the TME. We hypothesized that the expression of PD-1 on Tregs would lead to enhanced suppressive function of Tregs and worsen antitumor immunity during PD-1 blockade. To evaluate this, we isolated Tregs from claudin-low tumors and functionally evaluated them ex vivo. We compared transcriptional profiles of Tregs isolated from tumor-bearing mice with or without anti-PD-1 therapy using RNA sequencing. We found several genes associated with survival and proliferation pathways; for example, Jun, Fos, and Bcl2 were significantly upregulated in Tregs exposed to anti-PD-1 treatment. Based on these data, we hypothesized that anti-PD-1 treatment on Tregs results in a prosurvival phenotype. Indeed, Tregs exposed to PD-1 blockade had significantly higher levels of Bcl-2 expression, and this led to increased protection from glucocorticoid-induced apoptosis. In addition, we found in vitro and in vivo that Tregs in the presence of anti-PD-1 proliferated more than control Tregs PD-1 blockade significantly increased the suppressive activity of Tregs at biologically relevant Treg/Tnaive cell ratios. Altogether, we show that this immunotherapy blockade increases proliferation, protection from apoptosis, and suppressive capabilities of Tregs, thus leading to enhanced immunosuppression in the TME.
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Affiliation(s)
- Sarah C Vick
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, NC
| | - Oleg V Kolupaev
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC; and
| | - Charles M Perou
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC; and.,Department of Genetics, University of North Carolina, Chapel Hill, NC
| | - Jonathan S Serody
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, NC; .,Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC; and
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16
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Xu N, Palmer DC, Robeson AC, Shou P, Bommiasamy H, Laurie SJ, Willis C, Dotti G, Vincent BG, Restifo NP, Serody JS. STING agonist promotes CAR T cell trafficking and persistence in breast cancer. J Exp Med 2021; 218:211644. [PMID: 33382402 PMCID: PMC7780733 DOI: 10.1084/jem.20200844] [Citation(s) in RCA: 71] [Impact Index Per Article: 23.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Revised: 09/22/2020] [Accepted: 11/12/2020] [Indexed: 12/15/2022] Open
Abstract
CAR T therapy targeting solid tumors is restrained by limited infiltration and persistence of those cells in the tumor microenvironment (TME). Here, we developed approaches to enhance the activity of CAR T cells using an orthotopic model of locally advanced breast cancer. CAR T cells generated from Th/Tc17 cells given with the STING agonists DMXAA or cGAMP greatly enhanced tumor control, which was associated with enhanced CAR T cell persistence in the TME. Using single-cell RNA sequencing, we demonstrate that DMXAA promoted CAR T cell trafficking and persistence, supported by the generation of a chemokine milieu that promoted CAR T cell recruitment and modulation of the immunosuppressive TME through alterations in the balance of immune-stimulatory and suppressive myeloid cells. However, sustained tumor regression was accomplished only with the addition of anti-PD-1 and anti-GR-1 mAb to Th/Tc17 CAR T cell therapy given with STING agonists. This study provides new approaches to enhance adoptive T cell therapy in solid tumors.
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Affiliation(s)
- Nuo Xu
- Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapel Hill, NC.,Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Douglas C Palmer
- Center for Cancer Research, National Cancer Institute, Bethesda, MD
| | - Alexander C Robeson
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Peishun Shou
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Hemamalini Bommiasamy
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Sonia J Laurie
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Caryn Willis
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Gianpietro Dotti
- Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapel Hill, NC.,Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Benjamin G Vincent
- Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapel Hill, NC.,Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC.,Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC.,Curriculum in Bioinformatics and Computational Biology, University of North Carolina at Chapel Hill, Chapel Hill, NC.,Computational Medicine Program, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | | | - Jonathan S Serody
- Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapel Hill, NC.,Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC.,Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC.,Computational Medicine Program, University of North Carolina at Chapel Hill, Chapel Hill, NC
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17
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Min Y, Roche KC, Tian S, Eblan MJ, McKinnon KP, Caster JM, Chai S, Herring LE, Zhang L, Zhang T, DeSimone JM, Tepper JE, Vincent BG, Serody JS, Wang AZ. Author Correction: Antigen-capturing nanoparticles improve the abscopal effect and cancer immunotherapy. Nat Nanotechnol 2021; 16:743-744. [PMID: 33580223 PMCID: PMC9280999 DOI: 10.1038/s41565-021-00864-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Affiliation(s)
- Yuanzeng Min
- Laboratory of Nano- and Translational Medicine, Carolina Center for Cancer Nanotechnology Excellence, Carolina Institute of Nanomedicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
- Department of Radiation Oncology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
| | - Kyle C Roche
- Laboratory of Nano- and Translational Medicine, Carolina Center for Cancer Nanotechnology Excellence, Carolina Institute of Nanomedicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
- Department of Radiation Oncology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
| | - Shaomin Tian
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
- Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
| | - Michael J Eblan
- Laboratory of Nano- and Translational Medicine, Carolina Center for Cancer Nanotechnology Excellence, Carolina Institute of Nanomedicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
- Department of Radiation Oncology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
| | - Karen P McKinnon
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
- Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
| | - Joseph M Caster
- Laboratory of Nano- and Translational Medicine, Carolina Center for Cancer Nanotechnology Excellence, Carolina Institute of Nanomedicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
- Department of Radiation Oncology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
| | - Shengjie Chai
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
| | - Laura E Herring
- UNC Proteomics Core Facility, Department of Pharmacology, University of North Carolina, Chapel Hill, North Carolina, 27599, USA
| | - Longzhen Zhang
- Jiangsu Center for the Collaboration and Innovation of Cancer Biotherapy, Cancer Institute, Xuzhou Medical University, Xuzhou, Jiangsu, 221004, China
| | - Tian Zhang
- Division of Medical Oncology, Department of Medicine, Duke University Medical Center, Durham, North Carolina, 27710, USA
| | - Joseph M DeSimone
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
- Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
- Division of Molecular Pharmaceutics, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, North Carolina, 27599, USA
- Department of Chemistry, University of North Carolina, Chapel Hill, North Carolina, 27599, USA
- Department of Chemical and Biomolecular Engineering, North Carolina State University, Raleigh, North Carolina, 27695, USA
- Sloan-Kettering Institute for Cancer Research, Memorial Sloan-Kettering Cancer Center, New York, New York, 10021, USA
| | - Joel E Tepper
- Laboratory of Nano- and Translational Medicine, Carolina Center for Cancer Nanotechnology Excellence, Carolina Institute of Nanomedicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
- Department of Radiation Oncology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
| | - Benjamin G Vincent
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
| | - Jonathan S Serody
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
- Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA
| | - Andrew Z Wang
- Laboratory of Nano- and Translational Medicine, Carolina Center for Cancer Nanotechnology Excellence, Carolina Institute of Nanomedicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA.
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA.
- Department of Radiation Oncology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, 27599, USA.
- Jiangsu Center for the Collaboration and Innovation of Cancer Biotherapy, Cancer Institute, Xuzhou Medical University, Xuzhou, Jiangsu, 221004, China.
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18
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Walens A, Olsson LT, Gao X, Hamilton AM, Kirk EL, Cohen SM, Midkiff BR, Xia Y, Sherman ME, Nikolaishvili-Feinberg N, Serody JS, Hoadley KA, Troester MA, Calhoun BC. Protein-based immune profiles of basal-like vs. luminal breast cancers. J Transl Med 2021; 101:785-793. [PMID: 33623115 PMCID: PMC8140991 DOI: 10.1038/s41374-020-00506-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Revised: 10/05/2020] [Accepted: 10/06/2020] [Indexed: 01/28/2023] Open
Abstract
Tumor-infiltrating lymphocytes play an important, but incompletely understood role in chemotherapy response and prognosis. In breast cancer, there appear to be distinct immune responses by subtype, but most studies have used limited numbers of protein markers or bulk sequencing of RNA to characterize immune response, in which spatial organization cannot be assessed. To identify immune phenotypes of Basal-like vs. Luminal breast cancer we used the GeoMx® (NanoString) platform to perform digital spatial profiling of immune-related proteins in tumor whole sections and tissue microarrays (TMA). Visualization of CD45, CD68, or pan-Cytokeratin by immunofluorescence was used to select regions of interest in formalin-fixed paraffin embedded tissue sections. Forty-four antibodies representing stromal markers and multiple immune cell types were applied to quantify the tumor microenvironment. In whole tumor slides, immune hot spots (CD45+) had increased expression of many immune markers, suggesting a diverse and robust immune response. In epithelium-enriched areas, immune signals were also detectable and varied by subtype, with regulatory T-cell (Treg) markers (CD4, CD25, and FOXP3) being higher in Basal-like vs. Luminal breast cancer. Extending these findings to TMAs with more patients (n = 75), we confirmed subtype-specific immune profiles, including enrichment of Treg markers in Basal-likes. This work demonstrated that immune responses can be detected in epithelium-rich tissue, and that TMAs are a viable approach for obtaining important immunoprofiling data. In addition, we found that immune marker expression is associated with breast cancer subtype, suggesting possible prognostic, or targetable differences.
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Affiliation(s)
- Andrea Walens
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, 27599, USA
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, 27599, USA
| | - Linnea T Olsson
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, 27599, USA
| | - Xiaohua Gao
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, 27599, USA
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, 27599, USA
| | - Alina M Hamilton
- Department of Pathology and Laboratory Medicine, School of Medicine, University of North Carolina, Chapel Hill, NC, 27599, USA
| | - Erin L Kirk
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, 27599, USA
| | - Stephanie M Cohen
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, 27599, USA
- Translational Pathology Laboratory, University of North Carolina School of Medicine, Chapel Hill, NC, 27599, USA
| | - Bentley R Midkiff
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, 27599, USA
- Translational Pathology Laboratory, University of North Carolina School of Medicine, Chapel Hill, NC, 27599, USA
| | - Yongjuan Xia
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, 27599, USA
- Translational Pathology Laboratory, University of North Carolina School of Medicine, Chapel Hill, NC, 27599, USA
| | - Mark E Sherman
- Health Sciences Research, Mayo Clinic, Jacksonville, FL, 32224, USA
| | - Nana Nikolaishvili-Feinberg
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, 27599, USA
- Translational Pathology Laboratory, University of North Carolina School of Medicine, Chapel Hill, NC, 27599, USA
| | - Jonathan S Serody
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, 27599, USA
- Division of Hematology, Department of Medicine, University of North Carolina, Chapel Hill, NC, 27599, USA
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, NC, 27599, USA
| | - Katherine A Hoadley
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, 27599, USA
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Melissa A Troester
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, 27599, USA.
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, 27599, USA.
- Department of Pathology and Laboratory Medicine, School of Medicine, University of North Carolina, Chapel Hill, NC, 27599, USA.
| | - Benjamin C Calhoun
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, 27599, USA.
- Department of Pathology and Laboratory Medicine, School of Medicine, University of North Carolina, Chapel Hill, NC, 27599, USA.
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19
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Moschos SJ, Eroglu Z, Khushalani NI, Kendra KL, Ansstas G, In GK, Wang P, Liu G, Collichio FA, Googe PB, Carson CC, McKinnon K, Wang HH, Nikolaishvilli-Feinberg N, Ivanova A, Arrowood CC, Garrett-Mead N, Conway KC, Edmiston SN, Ollila DW, Serody JS, Thomas NE, Ivy SP, Agrawal L, Dees EC, Abbruzzese JL. Targeting the IL-2 inducible kinase in melanoma; a phase 2 study of ibrutinib in systemic treatment-refractory distant metastatic cutaneous melanoma: preclinical rationale, biology, and clinical activity (NCI9922). Melanoma Res 2021; 31:162-172. [PMID: 33661190 PMCID: PMC8025369 DOI: 10.1097/cmr.0000000000000726] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [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] [Indexed: 12/16/2022]
Abstract
BACKGROUND IL-2 inducible kinase (ITK) is highly expressed in metastatic melanomas and its inhibition suppresses melanoma cell proliferation. We hypothesize that ibrutinib has a direct antitumor effect in melanoma cell lines and that treatment of metastatic melanomas with ibrutinib induces antitumor responses. METHODS We assessed the ibrutinib effect on melanoma cell proliferation, apoptosis, and motility. Patients with metastatic melanoma refractory to PD-1 and MAPK inhibitors (if BRAFV600-mutant) were treated with ibrutinib, 840 mg PO QD, as part of a phase II clinical trial (clinicaltrials.gov NCT02581930). RESULTS Melanoma cell lines frequently express ITK, YES1, and EGFR. Ibrutinib suppressed cell motility and proliferation in most cell lines. Eighteen patients (13 male; median age 63.5 years, range 37-82; 12 with ipilimumab resistance) were enrolled. The most frequent side effects were fatigue (61%), anorexia (50%), hyponatremia (28%), nausea, and vomiting (22% each). No antitumor responses were seen. At a median follow-up of 6 months (0.3-35.8 months), the median progression-free survival was 1.3 months (range 0.2-5.5 months). Fifteen patients were discontinued from the study due to progression, and 14 patients had died from metastatic melanoma. All archived tumors expressed ITK, 41% had no expression of p16 and PTEN, and 61% had absent tumor-infiltrating lymphocytes (TILs). Ibrutinib significantly suppressed proliferating (Ki67+) CD19+ peripheral blood mononuclear cells and had no significant effect on other lymphocyte subsets. CONCLUSION Ibrutinib did not induce any meaningful clinical benefit. ITK expression may not be clinically relevant. Treatment-refractory metastatic melanomas have other fundamental defects (i.e. absent PTEN and p16 expression, absent TILs) that may contribute to an adverse prognosis.
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Affiliation(s)
- Stergios J. Moschos
- Department of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599
- The University of North Carolina Lineberger Comprehensive Cancer Center, Chapel Hill, NC 27599
| | | | | | - Kari L. Kendra
- The Ohio State University Comprehensive Cancer Center – Arthur G. James Cancer Hospital and Richard J. Solove Research Institute, Columbus, OH 43210
| | - George Ansstas
- Washington University School of Medicine – Siteman Cancer Center, Saint Louis, MO 63110
| | - Gino K. In
- The University of Southern California Norris Comprehensive Cancer Center, Los Angeles, CA 90033
| | - Peng Wang
- University of Kentucky Albert Chandler Medical Center, Zion, IL 60099
| | - Glenn Liu
- University of Wisconsin Carbone Cancer, Madison, WI 53705
| | - Frances A. Collichio
- Department of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599
- The University of North Carolina Lineberger Comprehensive Cancer Center, Chapel Hill, NC 27599
| | - Paul B. Googe
- Department of Dermatology, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599
| | - Craig C. Carson
- Department of Dermatology, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599
| | - Karen McKinnon
- Department of Microbiology & Immunology, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599
- Immunogenomics Facility, Lineberger Comprehensive Cancer Center, Chapel Hill, NC 27599
| | - Hsing-Hui Wang
- Immunogenomics Facility, Lineberger Comprehensive Cancer Center, Chapel Hill, NC 27599
| | | | - Anastasia Ivanova
- The University of North Carolina Lineberger Comprehensive Cancer Center, Chapel Hill, NC 27599
- Department of Biostatistics, The University of North Carolina Gillings School of Global Public Health, Chapel Hill, NC 27599
| | - Christy C. Arrowood
- Duke Cancer Institute, Durham, NC 27710
- UM1 Consortium, National Cancer Institute (NCI) Experimental Therapeutics Clinical Trials Network, Bethesda, MD 20850
| | - Nancy Garrett-Mead
- Duke Cancer Institute, Durham, NC 27710
- UM1 Consortium, National Cancer Institute (NCI) Experimental Therapeutics Clinical Trials Network, Bethesda, MD 20850
| | - Kathleen C. Conway
- The University of North Carolina Lineberger Comprehensive Cancer Center, Chapel Hill, NC 27599
- Department of Dermatology, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599
| | - Sharon N. Edmiston
- The University of North Carolina Lineberger Comprehensive Cancer Center, Chapel Hill, NC 27599
- Department of Dermatology, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599
| | - David W. Ollila
- The University of North Carolina Lineberger Comprehensive Cancer Center, Chapel Hill, NC 27599
- Cancer Therapy Evaluation Program, NCI, Bethesda, MD 20850
| | - Jonathan S. Serody
- Department of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599
- The University of North Carolina Lineberger Comprehensive Cancer Center, Chapel Hill, NC 27599
- Immunogenomics Facility, Lineberger Comprehensive Cancer Center, Chapel Hill, NC 27599
| | - Nancy E. Thomas
- The University of North Carolina Lineberger Comprehensive Cancer Center, Chapel Hill, NC 27599
- Department of Dermatology, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599
| | - S. Percy Ivy
- Cancer Therapy Evaluation Program, NCI, Bethesda, MD 20850
| | - Lokesh Agrawal
- Cancer Therapy Evaluation Program, NCI, Bethesda, MD 20850
| | - Elizabeth C. Dees
- Department of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC 27599
- The University of North Carolina Lineberger Comprehensive Cancer Center, Chapel Hill, NC 27599
- Department of Surgery, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - James L. Abbruzzese
- UM1 Consortium, National Cancer Institute (NCI) Experimental Therapeutics Clinical Trials Network, Bethesda, MD 20850
- Department of Surgery, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
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Somasagara RR, Huang X, Xu C, Haider J, Serody JS, Armistead PM, Leung T. Targeted therapy of human leukemia xenografts in immunodeficient zebrafish. Sci Rep 2021; 11:5715. [PMID: 33707624 PMCID: PMC7952715 DOI: 10.1038/s41598-021-85141-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Accepted: 02/25/2021] [Indexed: 01/05/2023] Open
Abstract
Personalized medicine holds tremendous promise for improving safety and efficacy of drug therapies by optimizing treatment regimens. Rapidly developed patient-derived xenografts (pdx) could be a helpful tool for analyzing the effect of drugs against an individual's tumor by growing the tumor in an immunodeficient animal. Severe combined immunodeficiency (SCID) mice enable efficient in vivo expansion of vital tumor cells and generation of personalized xenografts. However, they are not amenable to large-scale rapid screening, which is critical in identifying new compounds from large compound libraries. The development of a zebrafish model suitable for pdx could facilitate large-scale screening of drugs targeted against specific malignancies. Here, we describe a novel strategy for establishing a zebrafish model for drug testing in leukemia xenografts. We used chronic myelogenous leukemia and acute myeloid leukemia for xenotransplantation into SCID zebrafish to evaluate drug screening protocols. We showed the in vivo efficacy of the ABL inhibitor imatinib, MEK inhibitor U0126, cytarabine, azacitidine and arsenic trioxide. We performed corresponding in vitro studies, demonstrating that combination of MEK- and FLT3-inhibitors exhibit an enhanced effect in vitro. We further evaluated the feasibility of zebrafish for transplantation of primary human hematopoietic cells that can survive at 15 day-post-fertilization. Our results provide critical insights to guide development of high-throughput platforms for evaluating leukemia.
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Affiliation(s)
- Ranganatha R Somasagara
- The Julius L. Chambers Biomedical/Biotechnology Research Institute, North Carolina Central University, North Carolina Research Campus, Kannapolis, NC, 28081, USA
| | - Xiaoyan Huang
- The Julius L. Chambers Biomedical/Biotechnology Research Institute, North Carolina Central University, North Carolina Research Campus, Kannapolis, NC, 28081, USA
| | - Chunyu Xu
- The Julius L. Chambers Biomedical/Biotechnology Research Institute, North Carolina Central University, North Carolina Research Campus, Kannapolis, NC, 28081, USA
| | - Jamil Haider
- The Julius L. Chambers Biomedical/Biotechnology Research Institute, North Carolina Central University, North Carolina Research Campus, Kannapolis, NC, 28081, USA
| | - Jonathan S Serody
- Division of Hematology/Oncology, Department of Medicine, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Paul M Armistead
- Division of Hematology/Oncology, Department of Medicine, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - TinChung Leung
- The Julius L. Chambers Biomedical/Biotechnology Research Institute, North Carolina Central University, North Carolina Research Campus, Kannapolis, NC, 28081, USA. .,Department of Biological & Biomedical Sciences, North Carolina Central University, Durham, NC, 27707, USA.
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21
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Riches ML, Shea TC, Ivanova A, Cheng C, Laing S, Seegars MB, Dotti G, Savoldo B, Grover NS, Serody JS. Infusion of CD30 CAR T Cells Is Safe and Effective As Consolidation Following Autologous Hematopoietic Stem Cell Transplant. Transplant Cell Ther 2021. [DOI: 10.1016/s2666-6367(21)00093-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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22
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Ramos CA, Grover NS, Beaven AW, Lulla PD, Wu MF, Ivanova A, Wang T, Shea TC, Rooney CM, Dittus C, Park SI, Gee AP, Eldridge PW, McKay KL, Mehta B, Cheng CJ, Buchanan FB, Grilley BJ, Morrison K, Brenner MK, Serody JS, Dotti G, Heslop HE, Savoldo B. Anti-CD30 CAR-T Cell Therapy in Relapsed and Refractory Hodgkin Lymphoma. J Clin Oncol 2020; 38:3794-3804. [PMID: 32701411 PMCID: PMC7655020 DOI: 10.1200/jco.20.01342] [Citation(s) in RCA: 204] [Impact Index Per Article: 51.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/16/2020] [Indexed: 12/11/2022] Open
Abstract
PURPOSE Chimeric antigen receptor (CAR) T-cell therapy of B-cell malignancies has proved to be effective. We show how the same approach of CAR T cells specific for CD30 (CD30.CAR-Ts) can be used to treat Hodgkin lymphoma (HL). METHODS We conducted 2 parallel phase I/II studies (ClinicalTrials.gov identifiers: NCT02690545 and NCT02917083) at 2 independent centers involving patients with relapsed or refractory HL and administered CD30.CAR-Ts after lymphodepletion with either bendamustine alone, bendamustine and fludarabine, or cyclophosphamide and fludarabine. The primary end point was safety. RESULTS Forty-one patients received CD30.CAR-Ts. Treated patients had a median of 7 prior lines of therapy (range, 2-23), including brentuximab vedotin, checkpoint inhibitors, and autologous or allogeneic stem cell transplantation. The most common toxicities were grade 3 or higher hematologic adverse events. Cytokine release syndrome was observed in 10 patients, all of which were grade 1. No neurologic toxicity was observed. The overall response rate in the 32 patients with active disease who received fludarabine-based lymphodepletion was 72%, including 19 patients (59%) with complete response. With a median follow-up of 533 days, the 1-year progression-free survival and overall survival for all evaluable patients were 36% (95% CI, 21% to 51%) and 94% (95% CI, 79% to 99%), respectively. CAR-T cell expansion in vivo was cell dose dependent. CONCLUSION Heavily pretreated patients with relapsed or refractory HL who received fludarabine-based lymphodepletion followed by CD30.CAR-Ts had a high rate of durable responses with an excellent safety profile, highlighting the feasibility of extending CAR-T cell therapies beyond canonical B-cell malignancies.
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Affiliation(s)
- Carlos A. Ramos
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston Methodist Hospital and Texas Children’s Hospital; Dan L. Duncan Cancer, Baylor College of Medicine; Houston, TX
- Department of Medicine, Baylor College of Medicine, Houston, TX
| | - Natalie S. Grover
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Anne W. Beaven
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Premal D. Lulla
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston Methodist Hospital and Texas Children’s Hospital; Dan L. Duncan Cancer, Baylor College of Medicine; Houston, TX
- Department of Medicine, Baylor College of Medicine, Houston, TX
| | - Meng-Fen Wu
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston Methodist Hospital and Texas Children’s Hospital; Dan L. Duncan Cancer, Baylor College of Medicine; Houston, TX
- Biostatistics Shared Resource, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX
| | - Anastasia Ivanova
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Tao Wang
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston Methodist Hospital and Texas Children’s Hospital; Dan L. Duncan Cancer, Baylor College of Medicine; Houston, TX
- Biostatistics Shared Resource, Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX
| | - Thomas C. Shea
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Cliona M. Rooney
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston Methodist Hospital and Texas Children’s Hospital; Dan L. Duncan Cancer, Baylor College of Medicine; Houston, TX
- Department of Pediatrics, Baylor College of Medicine, Houston, TX
- Department of Pathology and Immunology, and Molecular Virology and Microbiology, Baylor College of Medicine, Houston, TX
| | - Christopher Dittus
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Steven I. Park
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Adrian P. Gee
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston Methodist Hospital and Texas Children’s Hospital; Dan L. Duncan Cancer, Baylor College of Medicine; Houston, TX
- Department of Pediatrics, Baylor College of Medicine, Houston, TX
| | - Paul W. Eldridge
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Kathryn L. McKay
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Birju Mehta
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston Methodist Hospital and Texas Children’s Hospital; Dan L. Duncan Cancer, Baylor College of Medicine; Houston, TX
| | - Catherine J. Cheng
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Faith B. Buchanan
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Bambi J. Grilley
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston Methodist Hospital and Texas Children’s Hospital; Dan L. Duncan Cancer, Baylor College of Medicine; Houston, TX
| | - Kaitlin Morrison
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Malcolm K. Brenner
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston Methodist Hospital and Texas Children’s Hospital; Dan L. Duncan Cancer, Baylor College of Medicine; Houston, TX
- Department of Medicine, Baylor College of Medicine, Houston, TX
- Department of Pediatrics, Baylor College of Medicine, Houston, TX
| | - Jonathan S. Serody
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Immunology and Microbiology, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Gianpietro Dotti
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Immunology and Microbiology, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Helen E. Heslop
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston Methodist Hospital and Texas Children’s Hospital; Dan L. Duncan Cancer, Baylor College of Medicine; Houston, TX
- Department of Medicine, Baylor College of Medicine, Houston, TX
- Department of Pediatrics, Baylor College of Medicine, Houston, TX
| | - Barbara Savoldo
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Immunology and Microbiology, University of North Carolina at Chapel Hill, Chapel Hill, NC
- Department of Pediatrics, University of North Carolina at Chapel Hill, Chapel Hill, NC
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23
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Abstract
Abstract
Background: Neoantigens are attractive targets for personalized anti-tumor vaccination, given their uniqueness to the tumor and the ability to bypass immune tolerance. Recently, the feasibility of neoantigen vaccine has been demonstrated in patients. However, the response rate of neoantigen vaccines is unsatisfied because of their low immunogenicity, undesired degradation, limited cross-presentation, and acquired resistance. Here, we developed a nanoparticle-based neoantigen vaccine system to overcome these challenges.
Methods: We predicted both MHC Class I and Class II neoantigen peptides for B16-F10 melanoma model using a bioinformatics pipeline. We screened an optimal incorporation strategy to formulate nanovaccines by either directly absorbing neoantigen peptides on PLGA nanoparticle (NP) or conjugating them to PEG-PLGA through a pH-responsive strategy or a redox-responsive strategy. We formulated nanovaccine with redox-responsive neoantigen-polymer conjugates and a STING agonist DMXAA. C57/BL6 mice were inoculated with 50,000 B16-F10 tumor cells on their right flank. Mice were vaccinated subcutaneously on their left flank with different nanovaccines or control arms on day 4, 8 and 12 after tumor inoculation. Mice were given anti-PD1 (200 μg, intraperitoneally) on day 4, 8, 12, 16, 20 after tumor inoculation. Tumor volume and mice survival were recorded. We also evaluated the immune related cytokines in mouse blood on day 15 after treatment.
Results: Four MHC I and three MHC II neoantigen peptides were screened out for B16-F10 melanoma with high IFN-γ immune response. Results indicate that a redox conjugation strategy using PLGA-PEG and SPDP linker were more efficient in tumor inhibition than other incorporation strategies for our neoantigen peptides. By formulating nanovaccine with redox-responsive neoantigen-polymer conjugates and a STING agonist, we demonstrated that our nanovaccine, when combined with αPD1, achieved a 50% survival rate on day 38, compared to 0% of PBS treated group and 20% of non-formulated neoantigen peptides treated group. To confirm the enhanced immunity, we evaluated the immune related cytokines in mouse blood on day 15 after treatment. We found that our neoantigen nanovaccine achieved the highest expression of immune related cytokines among all arms, indicating that our nanovaccine induced higher immune response than non-formulated neoantigen peptides or other NP strategies.
Conclusions: We demonstrate that our nanovaccine achieves increased therapeutic efficacy and higher expression of immune related cytokines than non-formulated neoantigen peptides. Our work develops a novel nanoparticle-based neoantigen vaccine that will improve current personalized cancer immunotherapy.
Citation Format: Yu Mi, Christof C. Smith, Jonathan S. Serody, Benjamin G. Vincent, Andrew Z. Wang, Hyesun Hyun. Neoantigen nanovaccine improves personalized cancer immunotherapy [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 2866.
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Affiliation(s)
- Yu Mi
- UNC Chapel Hill, Chapel Hill, NC
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Judge SJ, Dunai C, Aguilar EG, Vick SC, Sturgill IR, Khuat LT, Stoffel KM, Van Dyke J, Longo DL, Darrow MA, Anderson SK, Blazar BR, Monjazeb AM, Serody JS, Canter RJ, Murphy WJ. Minimal PD-1 expression in mouse and human NK cells under diverse conditions. J Clin Invest 2020; 130:3051-3068. [PMID: 32134744 PMCID: PMC7260004 DOI: 10.1172/jci133353] [Citation(s) in RCA: 81] [Impact Index Per Article: 20.3] [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: 09/09/2019] [Accepted: 02/26/2020] [Indexed: 12/13/2022] Open
Abstract
PD-1 expression is a hallmark of both early antigen-specific T cell activation and later chronic stimulation, suggesting key roles in both naive T cell priming and memory T cell responses. Although significant similarities exist between T cells and NK cells, there are critical differences in their biology and functions reflecting their respective adaptive and innate immune effector functions. Expression of PD-1 on NK cells is controversial despite rapid incorporation into clinical cancer trials. Our objective was to stringently and comprehensively assess expression of PD-1 on both mouse and human NK cells under multiple conditions and using a variety of readouts. We evaluated NK cells from primary human tumor samples, after ex vivo culturing, and from multiple mouse tumor and viral models using flow cytometry, quantitative reverse-transcriptase PCR (qRT-PCR), and RNA-Seq for PD-1 expression. We demonstrate that, under multiple conditions, human and mouse NK cells consistently lack PD-1 expression despite the marked upregulation of other activation/regulatory markers, such as TIGIT. This was in marked contrast to T cells, which were far more prominent within all tumors and expressed PD-1. These data have important implications when attempting to discern NK from T cell effects and to determine whether PD-1 targeting can be expected to have direct effects on NK cell functions.
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Affiliation(s)
| | - Cordelia Dunai
- Department of Dermatology, UCD, Sacramento, California, USA
| | | | - Sarah C. Vick
- Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | | | - Lam T. Khuat
- Department of Dermatology, UCD, Sacramento, California, USA
| | | | | | - Dan L. Longo
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA
| | - Morgan A. Darrow
- Department of Pathology and Laboratory Medicine, UCD, Sacramento, California, USA
| | - Stephen K. Anderson
- Molecular Immunology Section, Leidos Biomedical Research Inc., Frederick National Laboratory for Cancer Research, Frederick, Maryland, USA
| | - Bruce R. Blazar
- Masonic Cancer Center and
- Division of Blood and Bone Marrow Transplantation, Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota, USA
| | - Arta M. Monjazeb
- Department of Radiation Oncology, UCD, Sacramento, California, USA
| | - Jonathan S. Serody
- Lineberger Comprehensive Cancer Center and
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | | | - William J. Murphy
- Department of Dermatology, UCD, Sacramento, California, USA
- Department of Medicine, UCD, Sacramento, California, USA
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25
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Hollern DP, Xu N, Thennavan A, Glodowski C, Garcia-Recio S, Mott KR, He X, Garay JP, Carey-Ewend K, Marron D, Ford J, Liu S, Vick SC, Martin M, Parker JS, Vincent BG, Serody JS, Perou CM. B Cells and T Follicular Helper Cells Mediate Response to Checkpoint Inhibitors in High Mutation Burden Mouse Models of Breast Cancer. Cell 2020; 179:1191-1206.e21. [PMID: 31730857 DOI: 10.1016/j.cell.2019.10.028] [Citation(s) in RCA: 258] [Impact Index Per Article: 64.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Revised: 09/12/2019] [Accepted: 10/23/2019] [Indexed: 12/28/2022]
Abstract
This study identifies mechanisms mediating responses to immune checkpoint inhibitors using mouse models of triple-negative breast cancer. By creating new mammary tumor models, we find that tumor mutation burden and specific immune cells are associated with response. Further, we developed a rich resource of single-cell RNA-seq and bulk mRNA-seq data of immunotherapy-treated and non-treated tumors from sensitive and resistant murine models. Using this, we uncover that immune checkpoint therapy induces T follicular helper cell activation of B cells to facilitate the anti-tumor response in these models. We also show that B cell activation of T cells and the generation of antibody are key to immunotherapy response and propose a new biomarker for immune checkpoint therapy. In total, this work presents resources of new preclinical models of breast cancer with large mRNA-seq and single-cell RNA-seq datasets annotated for sensitivity to therapy and uncovers new components of response to immune checkpoint inhibitors.
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Affiliation(s)
- Daniel P Hollern
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC 27599, USA; Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Nuo Xu
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Aatish Thennavan
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC 27599, USA; Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA; Oral and Craniofacial Biomedicine Program, School of Dentistry, University of North Carolina, Chapel Hill, NC, USA
| | - Cherise Glodowski
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC 27599, USA; Department of Pathology and Laboratory Medicine, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Susana Garcia-Recio
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC 27599, USA; Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Kevin R Mott
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC 27599, USA; Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Xiaping He
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC 27599, USA; Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Joseph P Garay
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC 27599, USA; Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Kelly Carey-Ewend
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC 27599, USA; Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA
| | - David Marron
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC 27599, USA; Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA
| | - John Ford
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC 27599, USA; Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Siyao Liu
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC 27599, USA; Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Sarah C Vick
- Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Miguel Martin
- Instituto de Investigación Sanitaria Gregorio Marañon, CIBERONC, Universidad Complutense, Madrid, Spain
| | - Joel S Parker
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC 27599, USA; Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Benjamin G Vincent
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC 27599, USA; Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, NC 27599, USA; Department of Hematology/Oncology, Department of Medicine, University of North Carolina, Chapel Hill, NC 27599, USA; Curriculum in Bioinformatics and Computational Biology, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Jonathan S Serody
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC 27599, USA; Department of Microbiology and Immunology, University of North Carolina, Chapel Hill, NC 27599, USA; Department of Hematology/Oncology, Department of Medicine, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Charles M Perou
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC 27599, USA; Department of Genetics, University of North Carolina, Chapel Hill, NC 27599, USA.
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26
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Aguilar EG, Rhee S, Thangavelu G, Loschi M, Paz K, Saha A, Ly J, Sage P, Sharpe AH, Maillard I, Murphy WJ, Serody JS, Jin S, Wagers SB, Nicholls J, Hill G, MacDonald KPA, Compeer E, Dustin M, O’Connor R, Sparwasser T, Blazar BR. Inhibiting fatty acid synthesis (FAS) can prevent and treat chronic graft versus host disease (cGVHD). The Journal of Immunology 2020. [DOI: 10.4049/jimmunol.204.supp.87.2] [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] [Indexed: 01/05/2023]
Abstract
Abstract
GVHD remains the primary complication of allogeneic hematopoietic stem cell transplantation. Considerable interest exists in understanding how metabolism affects immune cell function. We show targeting FAS represents an attractive strategy to ameliorate cGVHD. Acetyl-CoA carboxylase 1 (ACC1) catalyzes the first step of FAS, and can be pharmacologically inhibited with either Soraphen A or 5-(Tetradecyloxy)-2-furoic acid (TOFA). FAS is critical for T cell effector responses, a finding we confirmed using an in vivo multiorgan system cGVHD model with bronchiolitis obliterans, a model dependent on germinal centers (GC), IgG2c secretion, lung deposition and fibrosis. Compared to wild type T cells, cGVHD mice receiving CD4CreACC1fl/fl allogeneic T cells had reduced cGVHD severity assessed by pulmonary function test and immune phenotyping. As thymic regulatory T cell (tTreg) infusion can prevent and treat cGVHD, we examined tTreg FAS needs. Inhibiting FAS in sorted tTreg via drug (Soraphen A; TOFA) or genetic (FoxP3CreACC1fl/fl) strategies increased oxidative and glycolytic metabolism measured by Seahorse assay, that correlated with superior in vitro suppressor function. These findings were extended in vivo where transfer of FoxP3CreACC1fl/fl tTreg, at day 28 following disease establishment, decreased cGVHD severity. Daily treatment of cGVHD mice from day 28 to day 56 with TOFA reversed cGVHD. An in vitro assay in which T follicular regulatory cells suppress T follicular helper and GC B cell class switching showed that inhibiting tTreg FAS can increase their suppression of GC responses. These data provide evidence that inhibiting FAS can prevent or treat cGVHD and enhance Treg function, providing a new approach to ameliorate cGVHD.
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Affiliation(s)
| | | | | | | | | | | | | | - Peter Sage
- 2Brigham and Women’s Hospital, Harvard medical school
| | - Arlene H Sharpe
- 3Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women’s Hospital
| | - Ivan Maillard
- 4Institute for Immunology, Perelman School of Medicine, University of Pennsylvania
| | | | - Jonathan S Serody
- 6Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | | | | | | | - Geoffrey Hill
- 7Clinical Research Division, Fred Hutchinson Cancer Research Center
| | | | | | | | | | - Tim Sparwasser
- 11University Medical Center of the Johannes Gutenberg-University Mainz, Germany
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27
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Smith CC, Bixby LM, Miller KL, Selitsky SR, Bortone DS, Hoadley KA, Vincent BG, Serody JS. Using RNA Sequencing to Characterize the Tumor Microenvironment. Methods Mol Biol 2020; 2055:245-272. [PMID: 31502156 DOI: 10.1007/978-1-4939-9773-2_12] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
RNA sequencing (RNA-seq) is an integral tool in immunogenomics, allowing for interrogation of the transcriptome of a tumor and its microenvironment. Analytical methods to deconstruct the genomics data can then be applied to infer gene expression patterns associated with the presence of various immunocyte populations. High quality RNA-seq is possible from formalin-fixed, paraffin-embedded (FFPE), fresh-frozen, and fresh tissue, with a wide variety of sequencing library preparation methods, sequencing platforms, and downstream bioinformatics analyses currently available. Selection of an appropriate library preparation method is largely determined by tissue type, quality of RNA, and quantity of RNA. Downstream of sequencing, many analyses can be applied to the data, including differential gene expression analysis, immune gene signature analysis, gene pathway analysis, T/B-cell receptor inference, HLA inference, and viral transcript quantification. In this chapter, we will describe our workflow for RNA-seq from bulk tissue to evaluable data, including extraction of RNA, library preparation methods, sequencing of libraries, alignment and quality assurance of data, and initial downstream analyses of RNA-seq data to extract relevant immunogenomics features. Systems biology methods that draw additional insights by integrating these features are covered further in Chapters 28 - 30 .
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Affiliation(s)
- C C Smith
- Department of Microbiology and Immunology, UNC School of Medicine, Chapel Hill, NC, USA.,Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - L M Bixby
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - K L Miller
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - S R Selitsky
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - D S Bortone
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - K A Hoadley
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.,Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - B G Vincent
- Department of Microbiology and Immunology, UNC School of Medicine, Chapel Hill, NC, USA.,Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.,Division of Hematology/Oncology, Department of Medicine, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.,Curriculum in Bioinformatics and Computational Biology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - J S Serody
- Department of Microbiology and Immunology, UNC School of Medicine, Chapel Hill, NC, USA. .,Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. .,Division of Hematology/Oncology, Department of Medicine, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
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28
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Saha A, Taylor PA, Lees CJ, Panoskaltsis-Mortari A, Osborn MJ, Feser CJ, Thangavelu G, Melchinger W, Refaeli Y, Hill GR, Munn DH, Murphy WJ, Serody JS, Maillard I, Kreymborg K, van den Brink M, Dong C, Huang S, Zang X, Allison JP, Zeiser R, Blazar BR. Donor and host B7-H4 expression negatively regulates acute graft-versus-host disease lethality. JCI Insight 2019; 4:127716. [PMID: 31578305 DOI: 10.1172/jci.insight.127716] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2019] [Accepted: 08/23/2019] [Indexed: 12/30/2022] Open
Abstract
B7-H4 is a negative regulatory B7 family member. We investigated the role of host and donor B7-H4 in regulating acute graft-versus-host disease (GVHD). Allogeneic donor T cells infused into B7-H4-/- versus WT recipients markedly accelerated GVHD-induced lethality. Chimera studies pointed toward B7-H4 expression on host hematopoietic cells as more critical than parenchymal cells in controlling GVHD. Rapid mortality in B7-H4-/- recipients was associated with increased donor T cell expansion, gut T cell homing and loss of intestinal epithelial integrity, increased T effector function (proliferation, proinflammatory cytokines, cytolytic molecules), and reduced apoptosis. Higher metabolic demands of rapidly proliferating donor T cells in B7-H4-/- versus WT recipients required multiple metabolic pathways, increased extracellular acidification rates (ECARs) and oxygen consumption rates (OCRs), and increased expression of fuel substrate transporters. During GVHD, B7-H4 expression was upregulated on allogeneic WT donor T cells. B7-H4-/- donor T cells given to WT recipients increased GVHD mortality and had function and biological properties similar to WT T cells from allogeneic B7-H4-/- recipients. Graft-versus-leukemia responses were intact regardless as to whether B7-H4-/- mice were used as hosts or donors. Taken together, these data provide new insights into the negative regulatory processes that control GVHD and provide support for developing therapeutic strategies directed toward the B7-H4 pathway.
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Affiliation(s)
- Asim Saha
- Masonic Cancer Center and Department of Pediatrics, Division of Blood and Marrow Transplantation, University of Minnesota, Minneapolis, Minnesota, USA
| | - Patricia A Taylor
- Masonic Cancer Center and Department of Pediatrics, Division of Blood and Marrow Transplantation, University of Minnesota, Minneapolis, Minnesota, USA
| | - Christopher J Lees
- Masonic Cancer Center and Department of Pediatrics, Division of Blood and Marrow Transplantation, University of Minnesota, Minneapolis, Minnesota, USA
| | - Angela Panoskaltsis-Mortari
- Masonic Cancer Center and Department of Pediatrics, Division of Blood and Marrow Transplantation, University of Minnesota, Minneapolis, Minnesota, USA
| | - Mark J Osborn
- Masonic Cancer Center and Department of Pediatrics, Division of Blood and Marrow Transplantation, University of Minnesota, Minneapolis, Minnesota, USA
| | - Colby J Feser
- Masonic Cancer Center and Department of Pediatrics, Division of Blood and Marrow Transplantation, University of Minnesota, Minneapolis, Minnesota, USA
| | - Govindarajan Thangavelu
- Masonic Cancer Center and Department of Pediatrics, Division of Blood and Marrow Transplantation, University of Minnesota, Minneapolis, Minnesota, USA
| | - Wolfgang Melchinger
- Department of Hematology, Oncology, and Stem-Cell Transplantation, Freiburg University Medical Center, Albert Ludwigs University Freiburg, Freiburg, Germany
| | - Yosef Refaeli
- Department of Dermatology, University of Colorado, Aurora, Colorado, USA
| | - Geoffrey R Hill
- Fred Hutchinson Cancer Research Center, University of Washington, Seattle, Washington, USA
| | - David H Munn
- Department of Pediatrics, Georgia Health Sciences University, Augusta, Georgia, USA
| | - William J Murphy
- Department of Dermatology, UC Davis School of Medicine, Sacramento, California, USA
| | - Jonathan S Serody
- Department of Medicine, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Ivan Maillard
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Katharina Kreymborg
- Department of Immunology and Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Marcel van den Brink
- Department of Immunology and Medicine, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Chen Dong
- Institute for Immunology and School of Medicine, Tsinghua University, Beijing, China
| | - Shuyu Huang
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Xingxing Zang
- Department of Microbiology and Immunology, Albert Einstein College of Medicine, Bronx, New York, USA
| | - James P Allison
- Department of Immunology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Robert Zeiser
- Department of Hematology, Oncology, and Stem-Cell Transplantation, Freiburg University Medical Center, Albert Ludwigs University Freiburg, Freiburg, Germany
| | - Bruce R Blazar
- Masonic Cancer Center and Department of Pediatrics, Division of Blood and Marrow Transplantation, University of Minnesota, Minneapolis, Minnesota, USA
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29
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Smith CC, Chai S, Washington AR, Lee SJ, Landoni E, Field K, Garness J, Bixby LM, Selitsky SR, Parker JS, Savoldo B, Serody JS, Vincent BG. Machine-Learning Prediction of Tumor Antigen Immunogenicity in the Selection of Therapeutic Epitopes. Cancer Immunol Res 2019; 7:1591-1604. [PMID: 31515258 PMCID: PMC6774822 DOI: 10.1158/2326-6066.cir-19-0155] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [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: 03/02/2019] [Revised: 05/19/2019] [Accepted: 08/12/2019] [Indexed: 12/30/2022]
Abstract
Current tumor neoantigen calling algorithms primarily rely on epitope/major histocompatibility complex (MHC) binding affinity predictions to rank and select for potential epitope targets. These algorithms do not predict for epitope immunogenicity using approaches modeled from tumor-specific antigen data. Here, we describe peptide-intrinsic biochemical features associated with neoantigen and minor histocompatibility mismatch antigen immunogenicity and present a gradient boosting algorithm for predicting tumor antigen immunogenicity. This algorithm was validated in two murine tumor models and demonstrated the capacity to select for therapeutically active antigens. Immune correlates of neoantigen immunogenicity were studied in a pan-cancer data set from The Cancer Genome Atlas and demonstrated an association between expression of immunogenic neoantigens and immunity in colon and lung adenocarcinomas. Lastly, we present evidence for expression of an out-of-frame neoantigen that was capable of driving antitumor cytotoxic T-cell responses. With the growing clinical importance of tumor vaccine therapies, our approach may allow for better selection of therapeutically relevant tumor-specific antigens, including nonclassic out-of-frame antigens capable of driving antitumor immunity.
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Affiliation(s)
- Christof C Smith
- Department of Microbiology and Immunology, UNC School of Medicine, Chapel Hill, North Carolina.
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Shengjie Chai
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Curriculum in Bioinformatics and Computational Biology, UNC School of Medicine, Chapel Hill, North Carolina
| | - Amber R Washington
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Samuel J Lee
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Elisa Landoni
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Kevin Field
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Jason Garness
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Lisa M Bixby
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Sara R Selitsky
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Lineberger Bioinformatics Core, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Joel S Parker
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Lineberger Bioinformatics Core, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Barbara Savoldo
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Department of Pediatrics, UNC School of Medicine, Chapel Hill, North Carolina
| | - Jonathan S Serody
- Department of Microbiology and Immunology, UNC School of Medicine, Chapel Hill, North Carolina
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Department of Medicine, Division of Hematology/Oncology, UNC School of Medicine, Chapel Hill, North Carolina
| | - Benjamin G Vincent
- Department of Microbiology and Immunology, UNC School of Medicine, Chapel Hill, North Carolina.
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
- Curriculum in Bioinformatics and Computational Biology, UNC School of Medicine, Chapel Hill, North Carolina
- Department of Medicine, Division of Hematology/Oncology, UNC School of Medicine, Chapel Hill, North Carolina
- Computational Medicine Program, UNC School of Medicine, Chapel Hill, North Carolina
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30
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Thorsson V, Gibbs DL, Brown SD, Wolf D, Bortone DS, Ou Yang TH, Porta-Pardo E, Gao GF, Plaisier CL, Eddy JA, Ziv E, Culhane AC, Paull EO, Sivakumar IKA, Gentles AJ, Malhotra R, Farshidfar F, Colaprico A, Parker JS, Mose LE, Vo NS, Liu J, Liu Y, Rader J, Dhankani V, Reynolds SM, Bowlby R, Califano A, Cherniack AD, Anastassiou D, Bedognetti D, Mokrab Y, Newman AM, Rao A, Chen K, Krasnitz A, Hu H, Malta TM, Noushmehr H, Pedamallu CS, Bullman S, Ojesina AI, Lamb A, Zhou W, Shen H, Choueiri TK, Weinstein JN, Guinney J, Saltz J, Holt RA, Rabkin CS, Lazar AJ, Serody JS, Demicco EG, Disis ML, Vincent BG, Shmulevich I. The Immune Landscape of Cancer. Immunity 2019; 51:411-412. [PMID: 31433971 DOI: 10.1016/j.immuni.2019.08.004] [Citation(s) in RCA: 236] [Impact Index Per Article: 47.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Affiliation(s)
- Vésteinn Thorsson
- Institute for Systems Biology, 401 Terry Ave N, Seattle, WA 98109, USA.
| | - David L Gibbs
- Institute for Systems Biology, 401 Terry Ave N, Seattle, WA 98109, USA
| | - Scott D Brown
- Canada's Michael Smith Genome Sciences Centre, BC Cancer Agency, Vancouver, BC V5Z 4S6, Canada
| | - Denise Wolf
- University of California, San Francisco, Box 0808, 2340 Sutter Street, S433, San Francisco, CA 94115, USA
| | - Dante S Bortone
- Lineberger Comprehensive Cancer Center, Curriculum in Bioinformatics and Computational Biology, University of North Carolina, 125 Mason Farm Road, Chapel Hill, NC 27599-7295, USA
| | - Tai-Hsien Ou Yang
- Department of Systems Biology and Department of Electrical Engineering, Columbia University, New York, NY 10027, USA
| | - Eduard Porta-Pardo
- Barcelona Supercomputing Centre, c/Jordi Girona, 29, 08034 Barcelona, Spain; SBP Medical Discovery Institute, La Jolla, CA 92037, USA
| | - Galen F Gao
- The Eli and Edythe L. Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA
| | - Christopher L Plaisier
- Institute for Systems Biology, 401 Terry Ave N, Seattle, WA 98109, USA; School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ 85281, USA
| | - James A Eddy
- Sage Bionetworks, 2901 Third Ave, Suite 330, Seattle, WA 98121, USA
| | - Elad Ziv
- Department of Medicine, Institute for Human Genetics, Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, 1450 3rd St, San Francisco, CA 94143, USA
| | - Aedin C Culhane
- Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Evan O Paull
- Irving Cancer Research Center, Room 913,1130 St. Nicholas Avenue, New York, NY 10032, USA
| | - I K Ashok Sivakumar
- Department of Computer Science, Institute for Computational Medicine; Johns Hopkins University, Baltimore, MD 21218, USA
| | - Andrew J Gentles
- Departments of Medicine and Biomedical Data Science, Stanford University, Stanford, CA 94305, USA
| | | | - Farshad Farshidfar
- Department of Oncology, University of Calgary, Calgary, AB T2N 4N1, Canada
| | - Antonio Colaprico
- Universite libre de Bruxelles (ULB), Computer Science Department, Faculty of Sciences, Boulevard du Triomphe - CP212, 1050 Bruxelles, Belgium
| | - Joel S Parker
- Lineberger Comprehensive Cancer Center, Curriculum in Bioinformatics and Computational Biology, University of North Carolina, 125 Mason Farm Road, Chapel Hill, NC 27599-7295, USA
| | - Lisle E Mose
- Lineberger Comprehensive Cancer Center, Curriculum in Bioinformatics and Computational Biology, University of North Carolina, 125 Mason Farm Road, Chapel Hill, NC 27599-7295, USA
| | - Nam Sy Vo
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Jianfang Liu
- Chan Soon-Shiong Institute of Molecular Medicine at Windber, Windber, PA 15963, USA
| | - Yuexin Liu
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Janet Rader
- Medical College of Wisconsin, 9200 Wisconsin Avenue, Milwaukee, WI 53226 USA
| | - Varsha Dhankani
- Institute for Systems Biology, 401 Terry Ave N, Seattle, WA 98109, USA
| | - Sheila M Reynolds
- Institute for Systems Biology, 401 Terry Ave N, Seattle, WA 98109, USA
| | - Reanne Bowlby
- Canada's Michael Smith Genome Sciences Centre, BC Cancer Agency, Vancouver, BC V5Z 4S6, Canada
| | - Andrea Califano
- Irving Cancer Research Center, Room 913,1130 St. Nicholas Avenue, New York, NY 10032, USA
| | - Andrew D Cherniack
- The Eli and Edythe L. Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA
| | - Dimitris Anastassiou
- Department of Systems Biology and Department of Electrical Engineering, Columbia University, New York, NY 10027, USA
| | - Davide Bedognetti
- Division of Translational Medicine, Research Branch, Sidra Medical and Research Center, PO Box 26999, Doha, Qatar
| | - Younes Mokrab
- Division of Translational Medicine, Research Branch, Sidra Medical and Research Center, PO Box 26999, Doha, Qatar
| | - Aaron M Newman
- Institute for Stem Cell Biology and Regenerative Medicine and Department of Biomedical Data Science, Stanford University, Stanford, CA 94305, USA
| | - Arvind Rao
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Ken Chen
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Alexander Krasnitz
- Simons Center for Quantitative Biology, Cold Spring Harbor Laboratory, 1 Bungtown Road, Cold Spring Harbor, NY 11724, USA
| | - Hai Hu
- Chan Soon-Shiong Institute of Molecular Medicine at Windber, Windber, PA 15963, USA
| | - Tathiane M Malta
- Department of Neurosurgery, Henry Ford Hospital, Detroit, MI 48202, USA; Department of Genetics, Ribeirao Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Houtan Noushmehr
- Department of Neurosurgery, Henry Ford Hospital, Detroit, MI 48202, USA; Department of Genetics, Ribeirao Preto Medical School, University of São Paulo, São Paulo, Brazil
| | | | - Susan Bullman
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | | | - Andrew Lamb
- Sage Bionetworks, 2901 Third Ave, Suite 330, Seattle, WA 98121, USA
| | - Wanding Zhou
- Center for Epigenetics, Van Andel Research Institute, Grand Rapids, MI 49503, USA
| | - Hui Shen
- Center for Epigenetics, Van Andel Research Institute, Grand Rapids, MI 49503, USA
| | - Toni K Choueiri
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - John N Weinstein
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Justin Guinney
- Sage Bionetworks, 2901 Third Ave, Suite 330, Seattle, WA 98121, USA
| | - Joel Saltz
- Department of Biomedical Informatics, Stony Brook Medicine, 100 Nicolls Rd, Stony Brook, NY 11794, USA
| | - Robert A Holt
- Canada's Michael Smith Genome Sciences Centre, BC Cancer Agency, Vancouver, BC V5Z 4S6, Canada
| | - Charles S Rabkin
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9609 Medical Center Dr., Bethesda, MD 20892, USA
| | | | - Alexander J Lazar
- Departments of Pathology, Genomics Medicine and Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd-Unit 85, Houston, TX 77030, USA
| | - Jonathan S Serody
- Department of Medicine and Microbiology and Lineberger Comprehensive Cancer Center, 125 Mason Farm Road, Chapel Hill, NC 27599-7295, USA
| | - Elizabeth G Demicco
- Mount Sinai Hospital, Department of Pathology and Laboratory Medicine, 600 University Ave., Toronto, ON M5G 1X5, Canada
| | - Mary L Disis
- UW Medicine Cancer Vaccine Institute, 850 Republican Street, Brotman Building, 2nd Floor, Room 221, Box 358050, University of Washington, Seattle, WA 98109-4714, USA
| | - Benjamin G Vincent
- Lineberger Comprehensive Cancer Center, Curriculum in Bioinformatics and Computational Biology, University of North Carolina, 125 Mason Farm Road, Chapel Hill, NC 27599-7295, USA.
| | - Ilya Shmulevich
- Institute for Systems Biology, 401 Terry Ave N, Seattle, WA 98109, USA.
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31
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Thorsson V, Gibbs DL, Brown SD, Wolf D, Bortone DS, Ou Yang TH, Porta-Pardo E, Gao GF, Plaisier CL, Eddy JA, Ziv E, Culhane AC, Paull EO, Sivakumar IKA, Gentles AJ, Malhotra R, Farshidfar F, Colaprico A, Parker JS, Mose LE, Vo NS, Liu J, Liu Y, Rader J, Dhankani V, Reynolds SM, Bowlby R, Califano A, Cherniack AD, Anastassiou D, Bedognetti D, Mokrab Y, Newman AM, Rao A, Chen K, Krasnitz A, Hu H, Malta TM, Noushmehr H, Pedamallu CS, Bullman S, Ojesina AI, Lamb A, Zhou W, Shen H, Choueiri TK, Weinstein JN, Guinney J, Saltz J, Holt RA, Rabkin CS, Lazar AJ, Serody JS, Demicco EG, Disis ML, Vincent BG, Shmulevich I. The Immune Landscape of Cancer. Immunity 2019. [PMID: 31433971 DOI: 10.1016/j.immuni.2019.08.004.erratumfor:immunity.2018;48(4),812-830.e14] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/18/2023]
Affiliation(s)
- Vésteinn Thorsson
- Institute for Systems Biology, 401 Terry Ave N, Seattle, WA 98109, USA.
| | - David L Gibbs
- Institute for Systems Biology, 401 Terry Ave N, Seattle, WA 98109, USA
| | - Scott D Brown
- Canada's Michael Smith Genome Sciences Centre, BC Cancer Agency, Vancouver, BC V5Z 4S6, Canada
| | - Denise Wolf
- University of California, San Francisco, Box 0808, 2340 Sutter Street, S433, San Francisco, CA 94115, USA
| | - Dante S Bortone
- Lineberger Comprehensive Cancer Center, Curriculum in Bioinformatics and Computational Biology, University of North Carolina, 125 Mason Farm Road, Chapel Hill, NC 27599-7295, USA
| | - Tai-Hsien Ou Yang
- Department of Systems Biology and Department of Electrical Engineering, Columbia University, New York, NY 10027, USA
| | - Eduard Porta-Pardo
- Barcelona Supercomputing Centre, c/Jordi Girona, 29, 08034 Barcelona, Spain; SBP Medical Discovery Institute, La Jolla, CA 92037, USA
| | - Galen F Gao
- The Eli and Edythe L. Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA
| | - Christopher L Plaisier
- Institute for Systems Biology, 401 Terry Ave N, Seattle, WA 98109, USA; School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ 85281, USA
| | - James A Eddy
- Sage Bionetworks, 2901 Third Ave, Suite 330, Seattle, WA 98121, USA
| | - Elad Ziv
- Department of Medicine, Institute for Human Genetics, Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, 1450 3rd St, San Francisco, CA 94143, USA
| | - Aedin C Culhane
- Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Evan O Paull
- Irving Cancer Research Center, Room 913,1130 St. Nicholas Avenue, New York, NY 10032, USA
| | - I K Ashok Sivakumar
- Department of Computer Science, Institute for Computational Medicine; Johns Hopkins University, Baltimore, MD 21218, USA
| | - Andrew J Gentles
- Departments of Medicine and Biomedical Data Science, Stanford University, Stanford, CA 94305, USA
| | | | - Farshad Farshidfar
- Department of Oncology, University of Calgary, Calgary, AB T2N 4N1, Canada
| | - Antonio Colaprico
- Universite libre de Bruxelles (ULB), Computer Science Department, Faculty of Sciences, Boulevard du Triomphe - CP212, 1050 Bruxelles, Belgium
| | - Joel S Parker
- Lineberger Comprehensive Cancer Center, Curriculum in Bioinformatics and Computational Biology, University of North Carolina, 125 Mason Farm Road, Chapel Hill, NC 27599-7295, USA
| | - Lisle E Mose
- Lineberger Comprehensive Cancer Center, Curriculum in Bioinformatics and Computational Biology, University of North Carolina, 125 Mason Farm Road, Chapel Hill, NC 27599-7295, USA
| | - Nam Sy Vo
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Jianfang Liu
- Chan Soon-Shiong Institute of Molecular Medicine at Windber, Windber, PA 15963, USA
| | - Yuexin Liu
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Janet Rader
- Medical College of Wisconsin, 9200 Wisconsin Avenue, Milwaukee, WI 53226 USA
| | - Varsha Dhankani
- Institute for Systems Biology, 401 Terry Ave N, Seattle, WA 98109, USA
| | - Sheila M Reynolds
- Institute for Systems Biology, 401 Terry Ave N, Seattle, WA 98109, USA
| | - Reanne Bowlby
- Canada's Michael Smith Genome Sciences Centre, BC Cancer Agency, Vancouver, BC V5Z 4S6, Canada
| | - Andrea Califano
- Irving Cancer Research Center, Room 913,1130 St. Nicholas Avenue, New York, NY 10032, USA
| | - Andrew D Cherniack
- The Eli and Edythe L. Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA
| | - Dimitris Anastassiou
- Department of Systems Biology and Department of Electrical Engineering, Columbia University, New York, NY 10027, USA
| | - Davide Bedognetti
- Division of Translational Medicine, Research Branch, Sidra Medical and Research Center, PO Box 26999, Doha, Qatar
| | - Younes Mokrab
- Division of Translational Medicine, Research Branch, Sidra Medical and Research Center, PO Box 26999, Doha, Qatar
| | - Aaron M Newman
- Institute for Stem Cell Biology and Regenerative Medicine and Department of Biomedical Data Science, Stanford University, Stanford, CA 94305, USA
| | - Arvind Rao
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Ken Chen
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Alexander Krasnitz
- Simons Center for Quantitative Biology, Cold Spring Harbor Laboratory, 1 Bungtown Road, Cold Spring Harbor, NY 11724, USA
| | - Hai Hu
- Chan Soon-Shiong Institute of Molecular Medicine at Windber, Windber, PA 15963, USA
| | - Tathiane M Malta
- Department of Neurosurgery, Henry Ford Hospital, Detroit, MI 48202, USA; Department of Genetics, Ribeirao Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Houtan Noushmehr
- Department of Neurosurgery, Henry Ford Hospital, Detroit, MI 48202, USA; Department of Genetics, Ribeirao Preto Medical School, University of São Paulo, São Paulo, Brazil
| | | | - Susan Bullman
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | | | - Andrew Lamb
- Sage Bionetworks, 2901 Third Ave, Suite 330, Seattle, WA 98121, USA
| | - Wanding Zhou
- Center for Epigenetics, Van Andel Research Institute, Grand Rapids, MI 49503, USA
| | - Hui Shen
- Center for Epigenetics, Van Andel Research Institute, Grand Rapids, MI 49503, USA
| | - Toni K Choueiri
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - John N Weinstein
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Justin Guinney
- Sage Bionetworks, 2901 Third Ave, Suite 330, Seattle, WA 98121, USA
| | - Joel Saltz
- Department of Biomedical Informatics, Stony Brook Medicine, 100 Nicolls Rd, Stony Brook, NY 11794, USA
| | - Robert A Holt
- Canada's Michael Smith Genome Sciences Centre, BC Cancer Agency, Vancouver, BC V5Z 4S6, Canada
| | - Charles S Rabkin
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9609 Medical Center Dr., Bethesda, MD 20892, USA
| | | | - Alexander J Lazar
- Departments of Pathology, Genomics Medicine and Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd-Unit 85, Houston, TX 77030, USA
| | - Jonathan S Serody
- Department of Medicine and Microbiology and Lineberger Comprehensive Cancer Center, 125 Mason Farm Road, Chapel Hill, NC 27599-7295, USA
| | - Elizabeth G Demicco
- Mount Sinai Hospital, Department of Pathology and Laboratory Medicine, 600 University Ave., Toronto, ON M5G 1X5, Canada
| | - Mary L Disis
- UW Medicine Cancer Vaccine Institute, 850 Republican Street, Brotman Building, 2nd Floor, Room 221, Box 358050, University of Washington, Seattle, WA 98109-4714, USA
| | - Benjamin G Vincent
- Lineberger Comprehensive Cancer Center, Curriculum in Bioinformatics and Computational Biology, University of North Carolina, 125 Mason Farm Road, Chapel Hill, NC 27599-7295, USA.
| | - Ilya Shmulevich
- Institute for Systems Biology, 401 Terry Ave N, Seattle, WA 98109, USA.
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Abstract
The study of tumour-specific antigens (TSAs) as targets for antitumour therapies has accelerated within the past decade. The most commonly studied class of TSAs are those derived from non-synonymous single-nucleotide variants (SNVs), or SNV neoantigens. However, to increase the repertoire of available therapeutic TSA targets, 'alternative TSAs', defined here as high-specificity tumour antigens arising from non-SNV genomic sources, have recently been evaluated. Among these alternative TSAs are antigens derived from mutational frameshifts, splice variants, gene fusions, endogenous retroelements and other processes. Unlike the patient-specific nature of SNV neoantigens, some alternative TSAs may have the advantage of being widely shared by multiple tumours, allowing for universal, off-the-shelf therapies. In this Opinion article, we will outline the biology, available computational tools, preclinical and/or clinical studies and relevant cancers for each alternative TSA class, as well as discuss both current challenges preventing the therapeutic application of alternative TSAs and potential solutions to aid in their clinical translation.
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Affiliation(s)
- Christof C Smith
- Department of Microbiology and Immunology, UNC School of Medicine, Marsico Hall, Chapel Hill, NC, USA
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Sara R Selitsky
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Lineberger Bioinformatics Core, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Marsico Hall, Chapel Hill, NC, USA
| | - Shengjie Chai
- Department of Microbiology and Immunology, UNC School of Medicine, Marsico Hall, Chapel Hill, NC, USA
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Curriculum in Bioinformatics and Computational Biology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Paul M Armistead
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Division of Hematology/Oncology, Department of Medicine, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Benjamin G Vincent
- Department of Microbiology and Immunology, UNC School of Medicine, Marsico Hall, Chapel Hill, NC, USA.
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
- Curriculum in Bioinformatics and Computational Biology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
- Division of Hematology/Oncology, Department of Medicine, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
- Program in Computational Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
| | - Jonathan S Serody
- Department of Microbiology and Immunology, UNC School of Medicine, Marsico Hall, Chapel Hill, NC, USA.
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
- Division of Hematology/Oncology, Department of Medicine, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
- Program in Computational Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
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Thorsson V, Gibbs DL, Disis ML, Demicco EG, Lazar AJ, Serody JS, Eddy JA, Shmulevich I, Guinney J, Vincent BG. Abstract 1184: Comprehensive analysis with interactive exploration of immune response signatures in 10,000 tumor samples. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-1184] [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]
Abstract
Abstract
In recent years, analysis of cancer genomics data using methods of immunogenomics has yielded valuable insight into how cancer cells interact with immune cells in the tumor microenvironment. A recent analysis of the multiple molecular platforms by The Cancer Genome Atlas (TCGA) of over 10,000 tumors comprising 33 cancer types identified six immune subtypes, spanning multiple tumor types, that are characterized by differences in: macrophage vs. lymphocyte signatures; Th1:Th2 cell ratio; extent of intratumoral heterogeneity; aneuploidy; extent of neoantigen load; signatures of cell proliferation; expression of immunomodulatory genes; and disease outcome [1]. Particular driver mutations correlate with variation in leukocyte levels across all cancers or with the fraction of individual immune cell types. Intracellular and extracellular networks (involving transcription, microRNAs, copy number and epigenetic processes) are predicted to play a role in establishing the observed tumor-immune cell interactions, both across and within immune subtypes. Additionally, machine learning methods have been applied to H&E images to extract information on which tissue regions contain tumor infiltrating lymphocytes (TILs), yielding TIL maps of whole slide images from digital pathology[2]. Spatial patterns of TILs are associated with a variety of genomic alterations, including cancer subtypes.
The CRI iAtlas (www.cri-iatlas.org) is a cloud-based platform for data exploration and discovery, allowing researchers to study TCGA immune response characterizations, and the relationships among them in individual tumor types, tumor subtypes, and immune subtypes. iAtlas supports the adaptive exploration of correlations within the cellularity of the tumor microenvironment, immune expression signatures, tumor mutation burden, cancer driver mutations, adaptive cell clonality, patient survival, and expression of key immunomodulators. iAtlas was launched in April 2018, and has since been expanded to include new capabilities such as (1) user-defined loading of cohorts, (2) a tool for classifying expression data into immune subtypes, (3) integration of TIL mapping from digital pathology images, and (4) addition of annotated genomics datasets from immunotherapy clinical trials as comparative data sources. As the resource evolves, we expect that the CRI iAtlas will help to accelerate discovery and improve patient outcomes by providing researchers greater access to immunogenomics data to better understand the immunological characteristics of the tumor microenvironment and its potential impact on patient responses to immunotherapy.
[1] Thorsson, V, et al., The Immune Landscape of Cancer; Immunity 48, p812 - 830.e14 (2018)
[2] Saltz, J et al. Spatial Organization and Molecular Correlation of Tumor-Infiltrating Lymphocytes Using Deep Learning on Pathology Images; Cell Reports 23 pp.181-193.e7 (2018)
Citation Format: Vesteinn Thorsson, David L. Gibbs, Mary L. Disis, Elizabeth G. Demicco, Alexander J. Lazar, Jonathan S. Serody, James A. Eddy, Ilya Shmulevich, Justin Guinney, Benjamin G. Vincent. Comprehensive analysis with interactive exploration of immune response signatures in 10,000 tumor samples [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 1184.
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Paz K, Flynn R, Du J, Tannheimer S, Johnson AJ, Dong S, Stark AK, Okkenhaug K, Panoskaltsis-Mortari A, Sage PT, Sharpe AH, Luznik L, Ritz J, Soiffer RJ, Cutler CS, Koreth J, Antin JH, Miklos DB, MacDonald KP, Hill GR, Maillard I, Serody JS, Murphy WJ, Munn DH, Feser C, Zaiken M, Vanhaesebroeck B, Turka LA, Byrd JC, Blazar BR. Targeting PI3Kδ function for amelioration of murine chronic graft-versus-host disease. Am J Transplant 2019; 19:1820-1830. [PMID: 30748099 PMCID: PMC6538456 DOI: 10.1111/ajt.15305] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2018] [Revised: 01/24/2019] [Accepted: 01/26/2019] [Indexed: 01/25/2023]
Abstract
Chronic graft-versus-host disease (cGVHD) is a leading cause of morbidity and mortality following allotransplant. Activated donor effector T cells can differentiate into pathogenic T helper (Th)-17 cells and germinal center (GC)-promoting T follicular helper (Tfh) cells, resulting in cGVHD. Phosphoinositide-3-kinase-δ (PI3Kδ), a lipid kinase, is critical for activated T cell survival, proliferation, differentiation, and metabolism. We demonstrate PI3Kδ activity in donor T cells that become Tfh cells is required for cGVHD in a nonsclerodermatous multiorgan system disease model that includes bronchiolitis obliterans (BO), dependent upon GC B cells, Tfhs, and counterbalanced by T follicular regulatory cells, each requiring PI3Kδ signaling for function and survival. Although B cells rely on PI3Kδ pathway signaling and GC formation is disrupted resulting in a substantial decrease in Ig production, PI3Kδ kinase-dead mutant donor bone marrow-derived GC B cells still supported BO cGVHD generation. A PI3Kδ-specific inhibitor, compound GS-649443, that has superior potency to idelalisib while maintaining selectivity, reduced cGVHD in mice with active disease. In a Th1-dependent and Th17-associated scleroderma model, GS-649443 effectively treated mice with active cGVHD. These data provide a foundation for clinical trials of US Food and Drug Administration (FDA)-approved PI3Kδ inhibitors for cGVHD therapy in patients.
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Affiliation(s)
- Katelyn Paz
- Division of Blood and Marrow Transplantation, Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota, USA
| | - Ryan Flynn
- Division of Blood and Marrow Transplantation, Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota, USA
| | - Jing Du
- Division of Blood and Marrow Transplantation, Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota, USA
| | | | - Amy J. Johnson
- Division of Hematology, Department of Internal Medicine and Comprehensive Cancer Center, and Division of Medicinal Chemistry, College of Pharmacy, The Ohio State University, Columbus, Ohio, USA
| | - Shuai Dong
- Division of Pharmaceutics and Pharmaceutical Chemistry, College of Pharmacy. The Ohio State University, Columbus, Ohio, USA
| | | | - Klaus Okkenhaug
- Department of Pathology, University of Cambridge, Cambridge, UK
| | - Angela Panoskaltsis-Mortari
- Division of Blood and Marrow Transplantation, Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota, USA
| | - Peter T. Sage
- Transplantation Research Center, Renal Division, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Arlene H. Sharpe
- Department of Microbiology and Immunobiology, Harvard Medical School, Boston, Massachusetts, USA,Evergrande Center for Immunologic Diseases, Harvard Medical School and Brigham and Women’s Hospital, Boston, Massachusetts, USA,Department of Pathology, Brigham and Women’s Hospital, Boston, Massachusetts, USA
| | - Leo Luznik
- Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, The Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Jerome Ritz
- Stem Cell/Bone Marrow Transplantation Program, Division of Hematologic Malignancy, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Robert J. Soiffer
- Stem Cell/Bone Marrow Transplantation Program, Division of Hematologic Malignancy, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Corey S. Cutler
- Stem Cell/Bone Marrow Transplantation Program, Division of Hematologic Malignancy, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - John Koreth
- Stem Cell/Bone Marrow Transplantation Program, Division of Hematologic Malignancy, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - Joseph H. Antin
- Stem Cell/Bone Marrow Transplantation Program, Division of Hematologic Malignancy, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts, USA
| | - David B. Miklos
- Stanford Cancer Center, Stanford University School of Medicine, Stanford, CA
| | - Kelli P. MacDonald
- Department of Immunology, QIMR Berghofer Medical Research Institute and School of Medicine, University of Queensland, Brisbane, Australia
| | - Geoffrey R. Hill
- Department of Immunology, QIMR Berghofer Medical Research Institute and School of Medicine, University of Queensland, Brisbane, Australia
| | - Ivan Maillard
- Division of Hematology-Oncology, Department of Medicine, University of Pennsylvania, Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Jonathan S. Serody
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
| | - William J. Murphy
- Departments of Dermatology and Internal Medicine, Division of Hematology and Oncology, University of California Davis School of Medicine, Sacramento, CA, USA
| | - David H. Munn
- Georgia Cancer Center and Department of Pediatrics, Medical College of Georgia, Augusta University, Augusta, Georgia
| | - Colby Feser
- Division of Blood and Marrow Transplantation, Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota, USA
| | - Michael Zaiken
- Division of Blood and Marrow Transplantation, Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota, USA
| | | | - Laurence A. Turka
- Center for Transplantation Sciences, Department of Surgery, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - John C. Byrd
- Division of Hematology, Department of Internal Medicine and Comprehensive Cancer Center, and Division of Medicinal Chemistry, College of Pharmacy, The Ohio State University, Columbus, Ohio, USA
| | - Bruce R. Blazar
- Division of Blood and Marrow Transplantation, Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota, USA
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Saha A, Taylor PA, Lees CJ, Panoskaltsis-Mortari A, Osborn MJ, Feser CJ, Thangavelu G, Melchinger W, Refaeli Y, Hill GR, Munn DH, Serody JS, Maillard I, Kreymborg K, van den Brink M, Dong C, Huang S, Zang X, Allison JP, Zeiser R, Blazar BR. B7-H4 expression in donor T cells and host cells negatively regulates acute graftversus- host disease lethality. The Journal of Immunology 2019. [DOI: 10.4049/jimmunol.202.supp.69.10] [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] [Indexed: 01/03/2023]
Abstract
Abstract
The B7 family members are critical in positive and negative regulation of immune responses by engaging various lymphocyte receptors. B7-H4 is a member of the B7 family that can negatively regulate T cell function. We investigated the role of host and donor B7-H4 in regulating acute graft-versus-host disease (GVHD). Allogeneic donor T cells infused into B7-H4−/− versus wild type (WT) recipients markedly accelerated GVHD-induced lethality in a C57BL/6 to BALB/c GVHD model. Chimera studies pointed toward B7-H4 expression on host hematopoietic cells as more critical than parenchymal cells in controlling GVHD. B7-H4−/− recipients had rapid mortality associated with increased donor T cell expansion, gut T cell homing and loss of intestinal epithelial integrity, increased Teffector function (proliferation, pro-inflammatory cytokines, cytolytic molecules) and reduced apoptosis. Higher metabolic demands of rapidly proliferating donor T cells in B7-H4−/− versus WT recipients required multiple metabolic pathways, increased extra-cellular acidification rates and oxygen consumption rates, and increased expression of fuel substrate transporters. Interestingly, during GVHD, B7-H4 expression was upregulated on allogeneic WT donor T cells. Consistent with these data, donor B7-H4−/− T cells given to WT recipients increased GVHD mortality and functioned similarly to WT T cells from allogeneic B7-H4−/− recipients. Graft-versus-leukemia responses were intact regardless as to whether B7-H4−/− mice were used as hosts or donors. Taken together, these data provide new insights into the negative regulatory processes that control GVHD and provide support for developing therapeutic strategies directed toward the B7-H4 pathway.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Yosef Refaeli
- 3University of Colorado, School of Medicine, Aurora, Co
| | | | | | | | | | | | | | | | | | | | - James P Allison
- 11Department of Immunology, The University of Texas MD Anderson Cancer Center, Houston, Texas
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Vick SC, Perou CM, Serody JS. PD-1 checkpoint therapy promotes pro-survival phenotype in regulatory T cells in a model of claudin-low breast cancer. The Journal of Immunology 2019. [DOI: 10.4049/jimmunol.202.supp.195.18] [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] [Indexed: 01/03/2023]
Abstract
Abstract
Results
We have previously shown in our claudin-low genetically engeneired mouse model (GEMM) that Tregs are increased in the tumor microenvironment (TME), and express high levels of PD-1. We hypothesized that one cause for the lack of activity of α-PD-1 therapy in GEMMs and patients with claudin-low tumors was the activation of PD-1 expressing Tregs in the TME. To evaluate this hypothesis, Tregs were isolated from claudin-low tumors and functionally evaluated ex vivo. In vitro, PD-1 blockade decreased the suppressive activity of Tregs at high Treg:Tnaive cell ratios, but no difference was found in suppression at physiologically relevant ratios. We compared the transcriptional profiles of Tregs isolated from tumor bearing mice with or without α-PD-1 therapy using RNA-Seq. There were 27 signifcantly differentially regulated genes in Tregs from mice treated with α-PD-1 compared to untreated. These genes were associated with survival pathways using IPA with JUN, FOS (P < 0.001) and BCL2 (P = 0.02) upregulated in Tregs exposed to α-PD-1 treatment. Based on these data, we hypothesized that α-PD-1 treatment on Tregs results in a pro-survival phenotype. We found in vitro that Tregs in the presence of α-PD-1 proliferated significantly more than untreated Tregs (P < 0.0001). Importantly, PD-1 blockade did not significantly alter the expression of immunosuppressive proteins such as CTLA-4, CD25, TGFβ, or Il-10 as measured by flow cytometry.
Conclusions
We found that PD-1 blockade increases proliferation of Tregs in the T11 model, while not significantly altering suppressive capabilities thus leading to enhanced immunosuppression in the TME. Activation of Tregs by α-PD-1 therapy may be responsible for hyperacute tumor flares post therapy.
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Thangavelu G, Lee YC, Loschi M, Schaechter KM, Feser CJ, Koehn BH, Nowak EC, Zeiser R, Serody JS, Murphy WJ, Munn DH, Chambon P, Noelle RJ, Blazar BR. Dendritic Cell Expression of Retinal Aldehyde Dehydrogenase-2 Controls Graft-versus-Host Disease Lethality. J Immunol 2019; 202:2795-2805. [PMID: 30885956 DOI: 10.4049/jimmunol.1800899] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/27/2018] [Accepted: 02/26/2019] [Indexed: 01/11/2023]
Abstract
Recent studies have underscored the critical role of retinoic acid (RA) in the development of lineage-committed CD4 and CD8 T cells in vivo. We have shown that under acute graft-versus-host disease (GVHD) inflammatory conditions, RA is upregulated in the intestine and is proinflammatory, as GVHD lethality was attenuated when donor allogeneic T cells selectively expressed a dominant negative RA receptor α that blunted RA signaling. RA can function in an autocrine and paracrine fashion, and as such, the host cell lineage responsible for the production of RA metabolism and the specific RA-metabolizing enzymes that potentiate GVHD severity are unknown. In this study, we demonstrate that enhancing RA degradation in the host and to a lesser extent donor hematopoietic cells by overexpressing the RA-catabolizing enzyme CYP26A1 reduced GVHD. RA production is facilitated by retinaldehyde isoform-2 (RALDH2) preferentially expressed in dendritic cells (DCs). Conditionally deleted RA-synthesizing enzyme RALDH2 in host or to a lesser extent donor DCs reduced GVHD lethality. Improved survival in recipients with RALDH2-deleted DCs was associated with increased T cell death, impaired T effector function, increased regulatory T cell frequency, and augmented coinhibitory molecule expression on donor CD4+ T cells. In contrast, retinaldehydrogenase isoform-1 (RALDH1) is dominantly expressed in intestinal epithelial cells. Unexpectedly, conditional host intestinal epithelial cells RALDH1 deletion failed to reduce GVHD. These data demonstrate the critical role of both donor and especially host RALDH2+ DCs in driving murine GVHD and suggest RALDH2 inhibition or CYP26A1 induction as novel therapeutic strategies to prevent GVHD.
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Affiliation(s)
- Govindarajan Thangavelu
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455
| | - Yu-Chi Lee
- Department of Microbiology and Immunology, Geisel School of Medicine at Dartmouth, Norris Cotton Cancer Center, Lebanon, NH 03756
| | - Michael Loschi
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455
| | - K Melanie Schaechter
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455
| | - Colby J Feser
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455
| | - Brent H Koehn
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455
| | - Elizabeth C Nowak
- Department of Microbiology and Immunology, Geisel School of Medicine at Dartmouth, Norris Cotton Cancer Center, Lebanon, NH 03756
| | - Robert Zeiser
- Department of Hematology, Oncology and Stem Cell Transplantation, University Medical Center, Albert Ludwig University of Freiburg, 79106 Freiburg, Germany
| | - Jonathan S Serody
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC 79106
| | - William J Murphy
- Department of Dermatology, Center for Comparative Medicine, University of California, Davis School of Medicine, Sacramento, CA 95817
| | - David H Munn
- Department of Pediatrics, Georgia Health Sciences University, Augusta, GA 30912; and
| | - Pierre Chambon
- Institut de Génétique et de Biologie Moléculaire et Cellulaire, CNRS UMR7104, INSERM U964, 67404 Illkirch Cedex, France
| | - Randolph J Noelle
- Department of Microbiology and Immunology, Geisel School of Medicine at Dartmouth, Norris Cotton Cancer Center, Lebanon, NH 03756
| | - Bruce R Blazar
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, MN 55455;
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Grover NS, Park SI, Ivanova A, Eldridge P, McKay K, Cheng C, Laing S, Covington D, West J, Sharf E, Morrison JK, Scott S, Crecelius E, Shelley D, Alexander M, Buchanan FB, Kassam E, McElfresh M, Pinto A, Spruill A, Zanter A, Wehner K, Dittus C, Shea TC, Dotti G, Serody JS, Beaven A, Savoldo B. A Phase Ib/II Study of Anti-CD30 Chimeric Antigen Receptor T Cells for Relapsed/Refractory CD30+ Lymphomas. Biol Blood Marrow Transplant 2019. [DOI: 10.1016/j.bbmt.2018.12.149] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Kasow KA, Brondon JE, Armistead PM, Serody JS, Vincent BG, Wood WA, Shea TC, Riches ML. Utilizing Data to Modify Standard Operating Procedures and Improve Outcomes: Evaluating Complications after Donor Lymphocyte Infusions in Allogeneic Stem Cell Transplant Recipients. Biol Blood Marrow Transplant 2019. [DOI: 10.1016/j.bbmt.2018.12.412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Hollern DP, Xu N, Mott KR, He X, Carey-Ewend K, Marron DS, Ford J, Parker JS, Vincent BG, Serody JS, Perou CM. Abstract GS1-05: Apobec3 induced mutagenesis sensitizes murine models of triple negative breast cancer to immunotherapy by activating B-cells and CD4+ T-cells. Cancer Res 2019. [DOI: 10.1158/1538-7445.sabcs18-gs1-05] [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]
Abstract
Abstract
Immune checkpoint inhibitor (ICI) therapies have led to remarkable clinical responses in cancers such as melanoma and non-small cell lung cancer. In breast cancer, current immunotherapy trials have placed an emphasis on triple negative breast cancers (TNBC), where early results suggest response rates of 10-20%. Thus, it is critical to identify predictive biomarkers to enhance patient selection for immunotherapy. With this goal in mind, we simulated a clinical trial employing anti-PD1 and anti-CTLA therapies in immune-intact genetically engineered mouse models (GEMMs) of TNBC. Testing of ICI therapies on 8 different GEMMs demonstrated that each model was resistant. Whole exome sequencing showed that each model also harbored a low mutation burden. Given that mutation load is predictive of immunotherapy response in other cancer types, and that Apobec3B activity is associated with higher tumor mutation burden (TMB) in breast cancer, we created two different tumor lines with overexpression of murine Apobec3.
In contrast to the parental lines, the Apobec3 overexpressing lines showed an elevated tumor mutation burden and new mutations were consistent with the Apobec mutation signature. These TNBC lines with new mutations resulting from Apobec3 activity were exquisitely sensitive to anti-PD1/anti-CTLA4 combination therapy; as assessed by reduction in tumor volume and extended overall survival. To identify features that predict response, we examined resistant and sensitive tumors at pretreatment, at 1 week of treatment, and at end stage by flow cytometry and mRNA-seq. Gene expression profiling identified multiple immune signatures as predictive of response to ICI therapy; specifically CD8+ T-effector memory cells, CD4+ T-cells, and activated B-Cells. Similarly, gene expression analysis showed that these cell types increased at 1 week of therapy in sensitive models but not in resistant models. Flow cytometry confirmed these predictions.
Next, we used an antibody based approach to separately deplete CD4+ T-Cells, CD8+ T-cells, or B-cells in Apobec3 mutagenized murine tumors receiving aPD1/aCTLA4 combination therapy. In each case, depletion of these populations significantly reduced the therapeutic response. However, mice receiving combination immunotherapy and depleted for CD8+ T-cells still exhibited a significant extension in overall survival compared to non-treated controls. In contrast, the CD4+ T-cell depleted mice and B-cell depleted mice exhibited no ICI therapeutic benefit.
Together, these data point to key immune biomarkers of response to anti-PD1/anti-CTLA4 therapy; we have further developed a genomic predictor of ICI response using our murine models and will test this on a human TNBC data set. Lastly, this GEMM system provides a rich RNA-seq resource, and new immune-activated models for TNBC, which uncovered a key role for B-cells and CD4+ T-cells in response to ICI therapies.
Citation Format: Hollern DP, Xu N, Mott KR, He X, Carey-Ewend K, Marron DS, Ford J, Parker JS, Vincent BG, Serody JS, Perou CM. Apobec3 induced mutagenesis sensitizes murine models of triple negative breast cancer to immunotherapy by activating B-cells and CD4+ T-cells [abstract]. In: Proceedings of the 2018 San Antonio Breast Cancer Symposium; 2018 Dec 4-8; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2019;79(4 Suppl):Abstract nr GS1-05.
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Affiliation(s)
- DP Hollern
- University of North Carolina, Chapel Hill, NC
| | - N Xu
- University of North Carolina, Chapel Hill, NC
| | - KR Mott
- University of North Carolina, Chapel Hill, NC
| | - X He
- University of North Carolina, Chapel Hill, NC
| | | | - DS Marron
- University of North Carolina, Chapel Hill, NC
| | - J Ford
- University of North Carolina, Chapel Hill, NC
| | - JS Parker
- University of North Carolina, Chapel Hill, NC
| | - BG Vincent
- University of North Carolina, Chapel Hill, NC
| | - JS Serody
- University of North Carolina, Chapel Hill, NC
| | - CM Perou
- University of North Carolina, Chapel Hill, NC
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41
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Smith CC, Beckermann KE, Bortone DS, De Cubas AA, Bixby LM, Lee SJ, Panda A, Ganesan S, Bhanot G, Wallen EM, Milowsky MI, Kim WY, Rathmell WK, Swanstrom R, Parker JS, Serody JS, Selitsky SR, Vincent BG. Endogenous retroviral signatures predict immunotherapy response in clear cell renal cell carcinoma. J Clin Invest 2018; 128:4804-4820. [PMID: 30137025 PMCID: PMC6205406 DOI: 10.1172/jci121476] [Citation(s) in RCA: 181] [Impact Index Per Article: 30.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2018] [Accepted: 08/10/2018] [Indexed: 12/27/2022] Open
Abstract
Human endogenous retroviruses (hERVs) are remnants of exogenous retroviruses that have integrated into the genome throughout evolution. We developed a computational workflow, hervQuant, which identified more than 3,000 transcriptionally active hERVs within The Cancer Genome Atlas (TCGA) pan-cancer RNA-Seq database. hERV expression was associated with clinical prognosis in several tumor types, most significantly clear cell renal cell carcinoma (ccRCC). We explored two mechanisms by which hERV expression may influence the tumor immune microenvironment in ccRCC: (i) RIG-I-like signaling and (ii) retroviral antigen activation of adaptive immunity. We demonstrated the ability of hERV signatures associated with these immune mechanisms to predict patient survival in ccRCC, independent of clinical staging and molecular subtyping. We identified potential tumor-specific hERV epitopes with evidence of translational activity through the use of a ccRCC ribosome profiling (Ribo-Seq) dataset, validated their ability to bind HLA in vitro, and identified the presence of MHC tetramer-positive T cells against predicted epitopes. hERV sequences identified through this screening approach were significantly more highly expressed in ccRCC tumors responsive to treatment with programmed death receptor 1 (PD-1) inhibition. hervQuant provides insights into the role of hERVs within the tumor immune microenvironment, as well as evidence that hERV expression could serve as a biomarker for patient prognosis and response to immunotherapy.
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Affiliation(s)
- Christof C. Smith
- Department of Microbiology and Immunology, UNC School of Medicine, Chapel Hill, North Carolina, USA.,Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Kathryn E. Beckermann
- Division of Hematology and Oncology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Dante S. Bortone
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Lineberger Bioinformatics Group, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Aguirre A. De Cubas
- Division of Hematology and Oncology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Lisa M. Bixby
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Samuel J. Lee
- Department of Microbiology and Immunology, UNC School of Medicine, Chapel Hill, North Carolina, USA.,Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Anshuman Panda
- Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey, USA; and Department of Physics, Rutgers University, Piscataway, New Jersey, USA
| | - Shridar Ganesan
- Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey, USA; and Department of Physics, Rutgers University, Piscataway, New Jersey, USA
| | - Gyan Bhanot
- Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey, USA; and Department of Physics, Rutgers University, Piscataway, New Jersey, USA
| | - Eric M. Wallen
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Department of Urology
| | - Matthew I. Milowsky
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Division of Hematology/Oncology, Department of Medicine
| | - William Y. Kim
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Department of Urology,,Division of Hematology/Oncology, Department of Medicine,,Department of Genetics
| | - W. Kimryn Rathmell
- Division of Hematology and Oncology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Ronald Swanstrom
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Department of Biochemistry and Biophysics, and
| | - Joel S. Parker
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Lineberger Bioinformatics Group, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Department of Genetics
| | - Jonathan S. Serody
- Department of Microbiology and Immunology, UNC School of Medicine, Chapel Hill, North Carolina, USA.,Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Division of Hematology/Oncology, Department of Medicine
| | - Sara R. Selitsky
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Lineberger Bioinformatics Group, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Benjamin G. Vincent
- Department of Microbiology and Immunology, UNC School of Medicine, Chapel Hill, North Carolina, USA.,Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.,Division of Hematology/Oncology, Department of Medicine,,Curriculum in Bioinformatics and Computational Biology, UNC School of Medicine, Chapel Hill, North Carolina, USA
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Panda A, de Cubas AA, Stein M, Riedlinger G, Kra J, Mayer T, Smith CC, Vincent BG, Serody JS, Beckermann KE, Ganesan S, Bhanot G, Rathmell WK. Endogenous retrovirus expression is associated with response to immune checkpoint blockade in clear cell renal cell carcinoma. JCI Insight 2018; 3:121522. [PMID: 30135306 PMCID: PMC6141170 DOI: 10.1172/jci.insight.121522] [Citation(s) in RCA: 113] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2018] [Accepted: 07/05/2018] [Indexed: 12/16/2022] Open
Abstract
Although a subset of clear cell renal cell carcinoma (ccRCC) patients respond to immune checkpoint blockade (ICB), predictors of response remain uncertain. We investigated whether abnormal expression of endogenous retroviruses (ERVs) in tumors is associated with local immune checkpoint activation (ICA) and response to ICB. Twenty potentially immunogenic ERVs (πERVs) were identified in ccRCC in The Cancer Genome Atlas data set, and tumors were stratified into 3 groups based on their expression levels. πERV-high ccRCC tumors showed increased immune infiltration, checkpoint pathway upregulation, and higher CD8+ T cell fraction in infiltrating leukocytes compared with πERV-low ccRCC tumors. Similar results were observed in ER+/HER2- breast, colon, and head and neck squamous cell cancers. ERV expression correlated with expression of genes associated with histone methylation and chromatin regulation, and πERV-high ccRCC was enriched in BAP1 mutant tumors. ERV3-2 expression correlated with ICA in 11 solid cancers, including the 4 named above. In a small retrospective cohort of 24 metastatic ccRCC patients treated with single-agent PD-1/PD-L1 blockade, ERV3-2 expression in tumors was significantly higher in responders compared with nonresponders. Thus, abnormal expression of πERVs is associated with ICA in several solid cancers, including ccRCC, and ERV3-2 expression is associated with response to ICB in ccRCC.
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Affiliation(s)
- Anshuman Panda
- Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey, USA.,Department of Physics and Astronomy, Rutgers University, Piscataway, New Jersey, USA
| | | | - Mark Stein
- Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey, USA.,Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey, USA
| | | | - Joshua Kra
- Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey, USA
| | - Tina Mayer
- Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey, USA
| | - Christof C. Smith
- Department of Medicine, Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Benjamin G. Vincent
- Department of Medicine, Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Jonathan S. Serody
- Department of Medicine, Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Kathryn E. Beckermann
- Vanderbilt-Ingram Cancer Center, Nashville, Tennessee, USA.,Department of Medicine, Division of Hematology and Oncology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Shridar Ganesan
- Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey, USA.,Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey, USA
| | - Gyan Bhanot
- Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey, USA.,Department of Physics and Astronomy, Rutgers University, Piscataway, New Jersey, USA.,Department of Molecular Biology and Biochemistry, Rutgers University, Piscataway, New Jersey, USA
| | - W. Kimryn Rathmell
- Vanderbilt-Ingram Cancer Center, Nashville, Tennessee, USA.,Department of Medicine, Division of Hematology and Oncology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
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McDonald-Hyman C, Muller JT, Loschi M, Thangavelu G, Saha A, Kumari S, Reichenbach DK, Smith MJ, Zhang G, Koehn BH, Lin J, Mitchell JS, Fife BT, Panoskaltsis-Mortari A, Feser CJ, Kirchmeier AK, Osborn MJ, Hippen KL, Kelekar A, Serody JS, Turka LA, Munn DH, Chi H, Neubert TA, Dustin ML, Blazar BR. The vimentin intermediate filament network restrains regulatory T cell suppression of graft-versus-host disease. J Clin Invest 2018; 128:4604-4621. [PMID: 30106752 DOI: 10.1172/jci95713] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2017] [Accepted: 07/26/2018] [Indexed: 01/04/2023] Open
Abstract
Regulatory T cells (Tregs) are critical for maintaining immune homeostasis. However, current Treg immunotherapies do not optimally treat inflammatory diseases in patients. Understanding the cellular processes that control Treg function may allow for the augmentation of therapeutic efficacy. In contrast to activated conventional T cells, in which protein kinase C-θ (PKC-θ) localizes to the contact point between T cells and antigen-presenting cells, in human and mouse Tregs, PKC-θ localizes to the opposite end of the cell in the distal pole complex (DPC). Here, using a phosphoproteomic screen, we identified the intermediate filament vimentin as a PKC-θ phospho target and show that vimentin forms a DPC superstructure on which PKC-θ accumulates. Treatment of mouse Tregs with either a clinically relevant PKC-θ inhibitor or vimentin siRNA disrupted vimentin and enhanced Treg metabolic and suppressive activity. Moreover, vimentin-disrupted mouse Tregs were significantly better than controls at suppressing alloreactive T cell priming in graft-versus-host disease (GVHD) and GVHD lethality, using a complete MHC-mismatch mouse model of acute GVHD (C57BL/6 donor into BALB/c host). Interestingly, vimentin disruption augmented the suppressor function of PKC-θ-deficient mouse Tregs. This suggests that enhanced Treg activity after PKC-θ inhibition is secondary to effects on vimentin, not just PKC-θ kinase activity inhibition. Our data demonstrate that vimentin is a key metabolic and functional controller of Treg activity and provide proof of principle that disruption of vimentin is a feasible, translationally relevant method to enhance Treg potency.
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Affiliation(s)
- Cameron McDonald-Hyman
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA.,The Center for Immunology, University of Minnesota Medical School, Minneapolis, Minnesota, USA
| | - James T Muller
- Skirball Institute of Biomolecular Medicine, and Department of Cell Biology, NYU School of Medicine, New York, New York, USA
| | - Michael Loschi
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA.,The Center for Immunology, University of Minnesota Medical School, Minneapolis, Minnesota, USA
| | - Govindarajan Thangavelu
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA.,The Center for Immunology, University of Minnesota Medical School, Minneapolis, Minnesota, USA
| | - Asim Saha
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA.,The Center for Immunology, University of Minnesota Medical School, Minneapolis, Minnesota, USA
| | - Sudha Kumari
- Skirball Institute of Biomolecular Medicine, and Department of Cell Biology, NYU School of Medicine, New York, New York, USA
| | - Dawn K Reichenbach
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA.,The Center for Immunology, University of Minnesota Medical School, Minneapolis, Minnesota, USA
| | - Michelle J Smith
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA.,The Center for Immunology, University of Minnesota Medical School, Minneapolis, Minnesota, USA
| | - Guoan Zhang
- Skirball Institute of Biomolecular Medicine, and Department of Cell Biology, NYU School of Medicine, New York, New York, USA
| | - Brent H Koehn
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA.,The Center for Immunology, University of Minnesota Medical School, Minneapolis, Minnesota, USA
| | - Jiqiang Lin
- Skirball Institute of Biomolecular Medicine, and Department of Cell Biology, NYU School of Medicine, New York, New York, USA
| | - Jason S Mitchell
- The Center for Immunology, University of Minnesota Medical School, Minneapolis, Minnesota, USA.,Division of Rheumatology, Department of Medicine, University of Minnesota Medical School, Minneapolis, Minnesota, USA
| | - Brian T Fife
- The Center for Immunology, University of Minnesota Medical School, Minneapolis, Minnesota, USA.,Division of Rheumatology, Department of Medicine, University of Minnesota Medical School, Minneapolis, Minnesota, USA
| | - Angela Panoskaltsis-Mortari
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Colby J Feser
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Andrew Kemal Kirchmeier
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Mark J Osborn
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Keli L Hippen
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA
| | - Ameeta Kelekar
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, Minnesota, USA
| | - Jonathan S Serody
- Lineberger Comprehensive Cancer Center, Division of Hematology/Oncology, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Laurence A Turka
- Center for Transplantation Sciences, Department of Surgery, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - David H Munn
- Department of Pediatrics, Georgia Health Sciences University, Augusta, Georgia, USA
| | - Hongbo Chi
- Department of Immunology, Saint Jude Children's Research Hospital, Memphis, Tennessee, USA
| | - Thomas A Neubert
- Skirball Institute of Biomolecular Medicine, and Department of Cell Biology, NYU School of Medicine, New York, New York, USA
| | - Michael L Dustin
- Kennedy Institute of Rheumatology, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, United Kingdom
| | - Bruce R Blazar
- Division of Blood and Marrow Transplantation, Department of Pediatrics, Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota, USA.,The Center for Immunology, University of Minnesota Medical School, Minneapolis, Minnesota, USA
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44
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Mi Y, Smith CC, Yang F, Qi Y, Roche KC, Serody JS, Vincent BG, Wang AZ. A Dual Immunotherapy Nanoparticle Improves T-Cell Activation and Cancer Immunotherapy. Adv Mater 2018; 30:e1706098. [PMID: 29691900 PMCID: PMC6003883 DOI: 10.1002/adma.201706098] [Citation(s) in RCA: 108] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/19/2017] [Revised: 01/26/2018] [Indexed: 05/15/2023]
Abstract
Combination immunotherapy has recently emerged as a powerful cancer treatment strategy. A promising treatment approach utilizes coadministration of antagonistic antibodies to block checkpoint inhibitor receptors, such as antiprogrammed cell death-1 (aPD1), alongside agonistic antibodies to activate costimulatory receptors, such as antitumor necrosis factor receptor superfamily member 4 (aOX40). Optimal T-cell activation is achieved when both immunomodulatory agents simultaneously engage T-cells and promote synergistic proactivation signaling. However, standard administration of these therapeutics as free antibodies results in suboptimal T-cell binding events, with only a subset of the T-cells binding to both aPD1 and aOX40. Here, it is shown that precise spatiotemporal codelivery of aPD1 and aOX40 using nanoparticles (NP) (dual immunotherapy nanoparticles, DINP) results in improved T-cell activation, enhanced therapeutic efficacy, and increased immunological memory. It is demonstrated that DINP elicits higher rates of T-cell activation in vitro than free antibodies. Importantly, it is demonstrated in two tumor models that combination immunotherapy administered in the form of DINP is more effective than the same regimen administered as free antibodies. This work demonstrates a novel strategy to improve combination immunotherapy using nanotechnology.
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Affiliation(s)
- Yu Mi
- Laboratory of Nano- and Translational Medicine, Carolina Center for Cancer Nanotechnology Excellence, Carolina Institute of Nanomedicine, Lineberger Comprehensive Cancer Center, Department of Radiation Oncology, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Christof C Smith
- Lineberger Comprehensive Cancer Center, Department of Microbiology and Immunology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Feifei Yang
- Laboratory of Nano- and Translational Medicine, Carolina Center for Cancer Nanotechnology Excellence, Carolina Institute of Nanomedicine, Lineberger Comprehensive Cancer Center, Department of Radiation Oncology, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
- Institute of Medicinal Plant Development (IMPLAD), Chinese Academy of Medical Sciences and Peking Union Medical College, Haidian District, Beijing, 100193, P. R. China
| | - Yanfei Qi
- Laboratory of Nano- and Translational Medicine, Carolina Center for Cancer Nanotechnology Excellence, Carolina Institute of Nanomedicine, Lineberger Comprehensive Cancer Center, Department of Radiation Oncology, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
- School of Public Health, Jilin University, Changchun, Jilin, 130021, P. R. China
| | - Kyle C Roche
- Laboratory of Nano- and Translational Medicine, Carolina Center for Cancer Nanotechnology Excellence, Carolina Institute of Nanomedicine, Lineberger Comprehensive Cancer Center, Department of Radiation Oncology, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Jonathan S Serody
- Lineberger Comprehensive Cancer Center, Department of Microbiology and Immunology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Benjamin G Vincent
- Lineberger Comprehensive Cancer Center, Department of Microbiology and Immunology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Andrew Z Wang
- Laboratory of Nano- and Translational Medicine, Carolina Center for Cancer Nanotechnology Excellence, Carolina Institute of Nanomedicine, Lineberger Comprehensive Cancer Center, Department of Radiation Oncology, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
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45
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Thorsson V, Gibbs DL, Brown SD, Wolf D, Bortone DS, Ou Yang TH, Porta-Pardo E, Gao GF, Plaisier CL, Eddy JA, Ziv E, Culhane AC, Paull EO, Sivakumar IKA, Gentles AJ, Malhotra R, Farshidfar F, Colaprico A, Parker JS, Mose LE, Vo NS, Liu J, Liu Y, Rader J, Dhankani V, Reynolds SM, Bowlby R, Califano A, Cherniack AD, Anastassiou D, Bedognetti D, Mokrab Y, Newman AM, Rao A, Chen K, Krasnitz A, Hu H, Malta TM, Noushmehr H, Pedamallu CS, Bullman S, Ojesina AI, Lamb A, Zhou W, Shen H, Choueiri TK, Weinstein JN, Guinney J, Saltz J, Holt RA, Rabkin CS, Lazar AJ, Serody JS, Demicco EG, Disis ML, Vincent BG, Shmulevich I. The Immune Landscape of Cancer. Immunity 2018; 48:812-830.e14. [PMID: 29628290 PMCID: PMC5982584 DOI: 10.1016/j.immuni.2018.03.023] [Citation(s) in RCA: 3104] [Impact Index Per Article: 517.3] [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: 07/21/2017] [Revised: 01/23/2018] [Accepted: 03/21/2018] [Indexed: 02/08/2023]
Abstract
We performed an extensive immunogenomic analysis of more than 10,000 tumors comprising 33 diverse cancer types by utilizing data compiled by TCGA. Across cancer types, we identified six immune subtypes-wound healing, IFN-γ dominant, inflammatory, lymphocyte depleted, immunologically quiet, and TGF-β dominant-characterized by differences in macrophage or lymphocyte signatures, Th1:Th2 cell ratio, extent of intratumoral heterogeneity, aneuploidy, extent of neoantigen load, overall cell proliferation, expression of immunomodulatory genes, and prognosis. Specific driver mutations correlated with lower (CTNNB1, NRAS, or IDH1) or higher (BRAF, TP53, or CASP8) leukocyte levels across all cancers. Multiple control modalities of the intracellular and extracellular networks (transcription, microRNAs, copy number, and epigenetic processes) were involved in tumor-immune cell interactions, both across and within immune subtypes. Our immunogenomics pipeline to characterize these heterogeneous tumors and the resulting data are intended to serve as a resource for future targeted studies to further advance the field.
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Affiliation(s)
- Vésteinn Thorsson
- Institute for Systems Biology, 401 Terry Ave N, Seattle, WA 98109, USA.
| | - David L Gibbs
- Institute for Systems Biology, 401 Terry Ave N, Seattle, WA 98109, USA
| | - Scott D Brown
- Canada's Michael Smith Genome Sciences Centre, BC Cancer Agency, Vancouver, BC V5Z 4S6, Canada
| | - Denise Wolf
- University of California, San Francisco, Box 0808, 2340 Sutter Street, S433, San Francisco, CA 94115, USA
| | - Dante S Bortone
- Lineberger Comprehensive Cancer Center, Curriculum in Bioinformatics and Computational Biology, University of North Carolina, 125 Mason Farm Road, Chapel Hill, NC 27599-7295, USA
| | - Tai-Hsien Ou Yang
- Department of Systems Biology and Department of Electrical Engineering, Columbia University, New York, NY 10027, USA
| | - Eduard Porta-Pardo
- Barcelona Supercomputing Centre, c/Jordi Girona, 29, 08034 Barcelona, Spain; SBP Medical Discovery Institute, La Jolla, CA 92037, USA
| | - Galen F Gao
- The Eli and Edythe L. Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA
| | - Christopher L Plaisier
- Institute for Systems Biology, 401 Terry Ave N, Seattle, WA 98109, USA; School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ 85281, USA
| | - James A Eddy
- Sage Bionetworks, 2901 Third Ave, Suite 330, Seattle, WA 98121, USA
| | - Elad Ziv
- Department of Medicine, Institute for Human Genetics, Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, 1450 3rd St, San Francisco, CA 94143, USA
| | - Aedin C Culhane
- Department of Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Evan O Paull
- Irving Cancer Research Center, Room 913,1130 St. Nicholas Avenue, New York, NY 10032, USA
| | - I K Ashok Sivakumar
- Department of Computer Science, Institute for Computational Medicine; Johns Hopkins University, Baltimore, MD 21218, USA
| | - Andrew J Gentles
- Departments of Medicine and Biomedical Data Science, Stanford University, Stanford, CA 94305, USA
| | | | - Farshad Farshidfar
- Department of Oncology, University of Calgary, Calgary, AB T2N 4N1, Canada
| | - Antonio Colaprico
- Universite libre de Bruxelles (ULB), Computer Science Department, Faculty of Sciences, Boulevard du Triomphe - CP212, 1050 Bruxelles, Belgium
| | - Joel S Parker
- Lineberger Comprehensive Cancer Center, Curriculum in Bioinformatics and Computational Biology, University of North Carolina, 125 Mason Farm Road, Chapel Hill, NC 27599-7295, USA
| | - Lisle E Mose
- Lineberger Comprehensive Cancer Center, Curriculum in Bioinformatics and Computational Biology, University of North Carolina, 125 Mason Farm Road, Chapel Hill, NC 27599-7295, USA
| | - Nam Sy Vo
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Jianfang Liu
- Chan Soon-Shiong Institute of Molecular Medicine at Windber, Windber, PA 15963, USA
| | - Yuexin Liu
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Janet Rader
- Medical College of Wisconsin, 9200 Wisconsin Avenue, Milwaukee, WI 53226 USA
| | - Varsha Dhankani
- Institute for Systems Biology, 401 Terry Ave N, Seattle, WA 98109, USA
| | - Sheila M Reynolds
- Institute for Systems Biology, 401 Terry Ave N, Seattle, WA 98109, USA
| | - Reanne Bowlby
- Canada's Michael Smith Genome Sciences Centre, BC Cancer Agency, Vancouver, BC V5Z 4S6, Canada
| | - Andrea Califano
- Irving Cancer Research Center, Room 913,1130 St. Nicholas Avenue, New York, NY 10032, USA
| | - Andrew D Cherniack
- The Eli and Edythe L. Broad Institute of Massachusetts Institute of Technology and Harvard University, Cambridge, MA 02142, USA
| | - Dimitris Anastassiou
- Department of Systems Biology and Department of Electrical Engineering, Columbia University, New York, NY 10027, USA
| | - Davide Bedognetti
- Division of Translational Medicine, Research Branch, Sidra Medical and Research Center, PO Box 26999, Doha, Qatar
| | - Younes Mokrab
- Division of Translational Medicine, Research Branch, Sidra Medical and Research Center, PO Box 26999, Doha, Qatar
| | - Aaron M Newman
- Institute for Stem Cell Biology and Regenerative Medicine and Department of Biomedical Data Science, Stanford University, Stanford, CA 94305, USA
| | - Arvind Rao
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Ken Chen
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Alexander Krasnitz
- Simons Center for Quantitative Biology, Cold Spring Harbor Laboratory, 1 Bungtown Road, Cold Spring Harbor, NY 11724, USA
| | - Hai Hu
- Chan Soon-Shiong Institute of Molecular Medicine at Windber, Windber, PA 15963, USA
| | - Tathiane M Malta
- Department of Neurosurgery, Henry Ford Hospital, Detroit, MI 48202, USA; Department of Genetics, Ribeirao Preto Medical School, University of São Paulo, São Paulo, Brazil
| | - Houtan Noushmehr
- Department of Neurosurgery, Henry Ford Hospital, Detroit, MI 48202, USA; Department of Genetics, Ribeirao Preto Medical School, University of São Paulo, São Paulo, Brazil
| | | | - Susan Bullman
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | | | - Andrew Lamb
- Sage Bionetworks, 2901 Third Ave, Suite 330, Seattle, WA 98121, USA
| | - Wanding Zhou
- Center for Epigenetics, Van Andel Research Institute, Grand Rapids, MI 49503, USA
| | - Hui Shen
- Center for Epigenetics, Van Andel Research Institute, Grand Rapids, MI 49503, USA
| | - Toni K Choueiri
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - John N Weinstein
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Justin Guinney
- Sage Bionetworks, 2901 Third Ave, Suite 330, Seattle, WA 98121, USA
| | - Joel Saltz
- Department of Biomedical Informatics, Stony Brook Medicine, 100 Nicolls Rd, Stony Brook, NY 11794, USA
| | - Robert A Holt
- Canada's Michael Smith Genome Sciences Centre, BC Cancer Agency, Vancouver, BC V5Z 4S6, Canada
| | - Charles S Rabkin
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, 9609 Medical Center Dr., Bethesda, MD 20892, USA
| | - Alexander J Lazar
- Departments of Pathology, Genomics Medicine and Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd-Unit 85, Houston, TX 77030, USA
| | - Jonathan S Serody
- Department of Medicine and Microbiology and Lineberger Comprehensive Cancer Center, 125 Mason Farm Road, Chapel Hill, NC 27599-7295, USA
| | - Elizabeth G Demicco
- Mount Sinai Hospital, Department of Pathology and Laboratory Medicine, 600 University Ave., Toronto, ON M5G 1X5, Canada
| | - Mary L Disis
- UW Medicine Cancer Vaccine Institute, 850 Republican Street, Brotman Building, 2nd Floor, Room 221, Box 358050, University of Washington, Seattle, WA 98109-4714, USA
| | - Benjamin G Vincent
- Lineberger Comprehensive Cancer Center, Curriculum in Bioinformatics and Computational Biology, University of North Carolina, 125 Mason Farm Road, Chapel Hill, NC 27599-7295, USA.
| | - Ilya Shmulevich
- Institute for Systems Biology, 401 Terry Ave N, Seattle, WA 98109, USA.
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46
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Gartlan KH, Bommiasamy H, Paz K, Wilkinson AN, Owen M, Reichenbach DK, Banovic T, Wehner K, Buchanan F, Varelias A, Kuns RD, Chang K, Fedoriw Y, Shea T, Coghill J, Zaiken M, Plank MW, Foster PS, Clouston AD, Blazar BR, Serody JS, Hill GR. A critical role for donor-derived IL-22 in cutaneous chronic GVHD. Am J Transplant 2018; 18:810-820. [PMID: 28941323 PMCID: PMC5866168 DOI: 10.1111/ajt.14513] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [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: 07/21/2017] [Revised: 09/07/2017] [Accepted: 09/16/2017] [Indexed: 01/25/2023]
Abstract
Graft-versus-host disease (GVHD) is the major cause of nonrelapse morbidity and mortality after allogeneic stem cell transplantation (allo-SCT). Prevention and treatment of GVHD remain inadequate and commonly lead to end-organ dysfunction and opportunistic infection. The role of interleukin (IL)-17 and IL-22 in GVHD remains uncertain, due to an apparent lack of lineage fidelity and variable and contextually determined protective and pathogenic effects. We demonstrate that donor T cell-derived IL-22 significantly exacerbates cutaneous chronic GVHD and that IL-22 is produced by highly inflammatory donor CD4+ T cells posttransplantation. IL-22 and IL-17A derive from both independent and overlapping lineages, defined as T helper (Th)22 and IL-22+ Th17 cells. Donor Th22 and IL-22+ Th17 cells share a similar IL-6-dependent developmental pathway, and while Th22 cells arise independently of the IL-22+ Th17 lineage, IL-17 signaling to donor Th22 directly promotes their development in allo-SCT. Importantly, while both IL-22 and IL-17 mediate skin GVHD, Th17-induced chronic GVHD can be attenuated by IL-22 inhibition in preclinical systems. In the clinic, high levels of both IL-17A and IL-22 expression are present in the skin of patients with GVHD after allo-SCT. Together, these data demonstrate a key role for donor-derived IL-22 in patients with chronic skin GVHD and confirm parallel but symbiotic developmental pathways of Th22 and Th17 differentiation.
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Affiliation(s)
- Kate H Gartlan
- Immunology Department, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
- School of Medicine, University of Queensland, Brisbane, QLD, Australia
| | - Hemamalini Bommiasamy
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
| | - Katelyn Paz
- Department of Pediatrics, University of Minnesota Cancer Center, Minneapolis, MN, USA
| | - Andrew N Wilkinson
- Immunology Department, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
- School of Medicine, University of Queensland, Brisbane, QLD, Australia
| | - Mary Owen
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
| | - Dawn K Reichenbach
- Department of Pediatrics, University of Minnesota Cancer Center, Minneapolis, MN, USA
| | - Tatjana Banovic
- Immunology Department, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
- The Department of Clinical Immunology and Allergy, Royal Adelaide Hospital, Adelaide, SA, Australia
| | - Kimberly Wehner
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
| | - Faith Buchanan
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
| | - Antiopi Varelias
- Immunology Department, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
- School of Medicine, University of Queensland, Brisbane, QLD, Australia
| | - Rachel D Kuns
- Immunology Department, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Karshing Chang
- Immunology Department, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Yuri Fedoriw
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
| | - Thomas Shea
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
| | - James Coghill
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
| | - Michael Zaiken
- Department of Pediatrics, University of Minnesota Cancer Center, Minneapolis, MN, USA
| | - Maximilian W Plank
- Hunter Medical Research Institute, University of Newcastle, Callaghan, NSW, Australia
| | - Paul S Foster
- Hunter Medical Research Institute, University of Newcastle, Callaghan, NSW, Australia
| | | | - Bruce R Blazar
- Department of Pediatrics, University of Minnesota Cancer Center, Minneapolis, MN, USA
| | - Jonathan S Serody
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
| | - Geoffrey R Hill
- Immunology Department, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
- Royal Brisbane and Women's Hospital, Brisbane, QLD, Australia
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47
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Beckford Vera DR, Smith CC, Bixby LM, Glatt DM, Dunn SS, Saito R, Kim WY, Serody JS, Vincent BG, Parrott MC. Immuno-PET imaging of tumor-infiltrating lymphocytes using zirconium-89 radiolabeled anti-CD3 antibody in immune-competent mice bearing syngeneic tumors. PLoS One 2018; 13:e0193832. [PMID: 29513764 PMCID: PMC5841805 DOI: 10.1371/journal.pone.0193832] [Citation(s) in RCA: 64] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2017] [Accepted: 02/20/2018] [Indexed: 02/06/2023] Open
Abstract
The ability to non-invasively monitor tumor-infiltrating T cells in vivo could provide a powerful tool to visualize and quantify tumor immune infiltrates. For non-invasive evaluations in vivo, an anti-CD3 mAb was modified with desferrioxamine (DFO) and radiolabeled with zirconium-89 (Zr-89 or 89Zr). Radiolabeled 89Zr-DFO-anti-CD3 was tested for T cell detection using positron emission tomography (PET) in both healthy mice and mice bearing syngeneic bladder cancer BBN975. In vivo PET/CT and ex vivo biodistribution demonstrated preferential accumulation and visualization of tracer in the spleen, thymus, lymph nodes, and bone marrow. In tumor bearing mice, 89Zr-DFO-anti-CD3 demonstrated an 11.5-fold increase in tumor-to-blood signal compared to isotype control. Immunological profiling demonstrated no significant change to total T cell count, but observed CD4+ T cell depletion and CD8+ T cell expansion to the central and effector memory. This was very encouraging since a high CD8+ to CD4+ T cell ratio has already been associated with better patient prognosis. Ultimately, this anti-CD3 mAb allowed for in vivo imaging of homeostatic T cell distribution, and more specifically tumor-infiltrating T cells. Future applications of this radiolabeled mAb against CD3 could include prediction and monitoring of patient response to immunotherapy.
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Affiliation(s)
- Denis R. Beckford Vera
- Department of Radiology and Biomedical Research Imaging Center University of North Carolina at Chapel Hill, Marsico Hall, Chapel Hill, NC, United States of America
| | - Christof C. Smith
- Department of Microbiology and Immunology, UNC School of Medicine, Marsico Hall, Chapel Hill, NC, United States of America
| | - Lisa M. Bixby
- Division of Hematology/Oncology, Department of Medicine, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Marsico Hall, Chapel Hill, NC, United States of America
| | - Dylan M. Glatt
- Division of Molecular Pharmaceutics, Department of Pharmaceutical Sciences, UNC Eshelman School of Pharmacy, Marsico Hall, Chapel Hill, NC, United States of America
| | - Stuart S. Dunn
- Department of Radiology and Biomedical Research Imaging Center University of North Carolina at Chapel Hill, Marsico Hall, Chapel Hill, NC, United States of America
| | - Ryoichi Saito
- Division of Hematology/Oncology, Department of Medicine, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Marsico Hall, Chapel Hill, NC, United States of America
| | - William Y. Kim
- Division of Hematology/Oncology, Department of Medicine, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Marsico Hall, Chapel Hill, NC, United States of America
- Department of Genetics, School of Medicine, University of North Carolina at Chapel Hill, Genetic Medicine Building, Chapel Hill, NC, United States of America
- Department of Urology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States of America
| | - Jonathan S. Serody
- Department of Microbiology and Immunology, UNC School of Medicine, Marsico Hall, Chapel Hill, NC, United States of America
- Division of Hematology/Oncology, Department of Medicine, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Marsico Hall, Chapel Hill, NC, United States of America
| | - Benjamin G. Vincent
- Division of Hematology/Oncology, Department of Medicine, Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Marsico Hall, Chapel Hill, NC, United States of America
| | - Matthew C. Parrott
- Department of Radiology and Biomedical Research Imaging Center University of North Carolina at Chapel Hill, Marsico Hall, Chapel Hill, NC, United States of America
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48
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Pearce OMT, Delaine-Smith RM, Maniati E, Nichols S, Wang J, Böhm S, Rajeeve V, Ullah D, Chakravarty P, Jones RR, Montfort A, Dowe T, Gribben J, Jones JL, Kocher HM, Serody JS, Vincent BG, Connelly J, Brenton JD, Chelala C, Cutillas PR, Lockley M, Bessant C, Knight MM, Balkwill FR. Deconstruction of a Metastatic Tumor Microenvironment Reveals a Common Matrix Response in Human Cancers. Cancer Discov 2018; 8:304-319. [PMID: 29196464 PMCID: PMC5837004 DOI: 10.1158/2159-8290.cd-17-0284] [Citation(s) in RCA: 214] [Impact Index Per Article: 35.7] [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: 03/17/2017] [Revised: 06/08/2017] [Accepted: 11/28/2017] [Indexed: 12/21/2022]
Abstract
We have profiled, for the first time, an evolving human metastatic microenvironment by measuring gene expression, matrisome proteomics, cytokine and chemokine levels, cellularity, extracellular matrix organization, and biomechanical properties, all on the same sample. Using biopsies of high-grade serous ovarian cancer metastases that ranged from minimal to extensive disease, we show how nonmalignant cell densities and cytokine networks evolve with disease progression. Multivariate integration of the different components allowed us to define, for the first time, gene and protein profiles that predict extent of disease and tissue stiffness, while also revealing the complexity and dynamic nature of matrisome remodeling during development of metastases. Although we studied a single metastatic site from one human malignancy, a pattern of expression of 22 matrisome genes distinguished patients with a shorter overall survival in ovarian and 12 other primary solid cancers, suggesting that there may be a common matrix response to human cancer.Significance: Conducting multilevel analysis with data integration on biopsies with a range of disease involvement identifies important features of the evolving tumor microenvironment. The data suggest that despite the large spectrum of genomic alterations, some human malignancies may have a common and potentially targetable matrix response that influences the course of disease. Cancer Discov; 8(3); 304-19. ©2017 AACR.This article is highlighted in the In This Issue feature, p. 253.
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Affiliation(s)
- Oliver M T Pearce
- Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London, UK
| | - Robin M Delaine-Smith
- Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London, UK
- School of Engineering and Materials Science, Queen Mary University of London, London, UK
| | - Eleni Maniati
- Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London, UK
| | - Sam Nichols
- Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London, UK
| | - Jun Wang
- Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London, UK
| | - Steffen Böhm
- Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London, UK
| | - Vinothini Rajeeve
- Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London, UK
| | - Dayem Ullah
- Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London, UK
| | | | - Roanne R Jones
- Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London, UK
| | - Anne Montfort
- Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London, UK
| | - Tom Dowe
- Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London, UK
| | - John Gribben
- Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London, UK
| | - J Louise Jones
- Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London, UK
| | - Hemant M Kocher
- Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London, UK
| | - Jonathan S Serody
- UNC Lineberger Comprehensive Cancer Centre, Chapel Hill, North Carolina
| | | | - John Connelly
- Institute of Bioengineering, Queen Mary University of London, London, UK
- Blizard Institute, Queen Mary University of London, London, UK
| | - James D Brenton
- Cancer Research UK Cambridge Institute, University of Cambridge, Li Ka Shing Centre, Cambridge, UK
| | - Claude Chelala
- Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London, UK
| | - Pedro R Cutillas
- Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London, UK
| | - Michelle Lockley
- Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London, UK
| | - Conrad Bessant
- School of Biological and Chemical Sciences, Queen Mary University of London, London, UK
| | - Martin M Knight
- School of Engineering and Materials Science, Queen Mary University of London, London, UK
- Bioinformatics Core, The Francis Crick Institute, London, UK
| | - Frances R Balkwill
- Barts Cancer Institute, Queen Mary University of London, Charterhouse Square, London, UK.
- Bioinformatics Core, The Francis Crick Institute, London, UK
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49
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Zhang S, Takaku M, Zou L, Gu AD, Chou WC, Zhang G, Wu B, Kong Q, Thomas SY, Serody JS, Chen X, Xu X, Wade PA, Cook DN, Ting JPY, Wan YY. Reversing SKI-SMAD4-mediated suppression is essential for T H17 cell differentiation. Nature 2017; 551:105-109. [PMID: 29072299 PMCID: PMC5743442 DOI: 10.1038/nature24283] [Citation(s) in RCA: 80] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2016] [Accepted: 09/15/2017] [Indexed: 12/12/2022]
Abstract
Th17 cells are critically involved in host defense, inflammation, and autoimmunity1–5. TGF-β is instrumental in Th17 differentiation by cooperating with IL-66,7. Yet, the mechanism of how TGF-β enables Th17 differentiation remains elusive. Here we reveal that TGF-β licenses Th17 differentiation by releasing Ski-Smad4-complex suppressed RORγt expression. We found serendipitously that, unlike wild-type T cells, Smad4-deficient T cells differentiated into Th17 cells in the absence of TGF-β signaling in a RORγt-dependent manner. Ectopic Smad4 expression suppressed the RORγt expression and Th17 differentiation of Smad4-deficient T cells. Unexpectedly however, TGF-β neutralized Smad4 mediated suppression without affecting Smad4 binding to Rorc locus. Proteomic analysis revealed that Smad4 interacted with Ski, a transcriptional repressor degraded upon TGF-β stimulation. Ski controlled the histone acetylation/de-acetylation of Rorc locus and Th17 differentiation via Smad4 because ectopic Ski expression inhibited H3K9Ac of Rorc locus, Rorc expression and Th17 differentiation in a Smad4-dependent manner. Therefore, TGF-β-induced disruption of Ski releases Ski-Smad4 complex imposed suppression of RORγt to license Th17 differentiation. This study reveals a critical mechanism by which TGF-β controls Th17 differentiation and uncovers Ski-Smad4 axis as a potential therapeutic target for treating Th17 related diseases.
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Affiliation(s)
- Song Zhang
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, North Carolina 27599, USA.,Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, North Carolina 27599, USA
| | - Motoki Takaku
- Epigenetics and Stem Cell Biology Laboratory, National Institute of Environmental Health Sciences, Research Triangle Park, North Carolina 27709, USA
| | - Liyun Zou
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, North Carolina 27599, USA.,Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, North Carolina 27599, USA
| | - Ai-di Gu
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, North Carolina 27599, USA.,Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, North Carolina 27599, USA
| | - Wei-Chun Chou
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, North Carolina 27599, USA.,Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, North Carolina 27599, USA.,Department of Genetics, University of North Carolina at Chapel Hill, North Carolina 27599, USA
| | - Ge Zhang
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, North Carolina 27599, USA.,Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, North Carolina 27599, USA.,Department of Immunology, Dalian Medical University, Dalian 116044, China
| | - Bing Wu
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, North Carolina 27599, USA.,Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, North Carolina 27599, USA
| | - Qing Kong
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, North Carolina 27599, USA.,Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, North Carolina 27599, USA.,Department of Biochemistry and Biophysics, University of North Carolina at Chapel Hill, North Carolina 27599, USA
| | - Seddon Y Thomas
- Immunity, Inflammation, and Disease Laboratory, Division of Intramural Research, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina 27709, USA
| | - Jonathan S Serody
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, North Carolina 27599, USA.,Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, North Carolina 27599, USA
| | - Xian Chen
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, North Carolina 27599, USA.,Department of Biochemistry and Biophysics, University of North Carolina at Chapel Hill, North Carolina 27599, USA
| | - Xiaojiang Xu
- Integrative Bioinformatics, National Institute of Environmental Health Sciences, Research Triangle Park, North Carolina 27709, USA
| | - Paul A Wade
- Epigenetics and Stem Cell Biology Laboratory, National Institute of Environmental Health Sciences, Research Triangle Park, North Carolina 27709, USA
| | - Donald N Cook
- Immunity, Inflammation, and Disease Laboratory, Division of Intramural Research, National Institute of Environmental Health Sciences, National Institutes of Health, Research Triangle Park, North Carolina 27709, USA
| | - Jenny P Y Ting
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, North Carolina 27599, USA.,Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, North Carolina 27599, USA.,Department of Genetics, University of North Carolina at Chapel Hill, North Carolina 27599, USA
| | - Yisong Y Wan
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, North Carolina 27599, USA.,Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, North Carolina 27599, USA
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50
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Min Y, Roche KC, Tian S, Eblan MJ, McKinnon KP, Caster JM, Chai S, Herring LE, Zhang L, Zhang T, DeSimone JM, Tepper JE, Vincent BG, Serody JS, Wang AZ. Antigen-capturing nanoparticles improve the abscopal effect and cancer immunotherapy. Nat Nanotechnol 2017; 12. [PMID: 28650437 PMCID: PMC5587366 DOI: 10.1038/nnano.2017.113] [Citation(s) in RCA: 439] [Impact Index Per Article: 62.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
Immunotherapy holds tremendous promise for improving cancer treatment. To administer radiotherapy with immunotherapy has been shown to improve immune responses and can elicit the 'abscopal effect'. Unfortunately, response rates for this strategy remain low. Herein we report an improved cancer immunotherapy approach that utilizes antigen-capturing nanoparticles (AC-NPs). We engineered several AC-NP formulations and demonstrated that the set of protein antigens captured by each AC-NP formulation is dependent on the NP surface properties. We showed that AC-NPs deliver tumour-specific proteins to antigen-presenting cells (APCs) and significantly improve the efficacy of αPD-1 (anti-programmed cell death 1) treatment using the B16F10 melanoma model, generating up to a 20% cure rate compared with 0% without AC-NPs. Mechanistic studies revealed that AC-NPs induced an expansion of CD8+ cytotoxic T cells and increased both CD4+T/Treg and CD8+T/Treg ratios (Treg, regulatory T cells). Our work presents a novel strategy to improve cancer immunotherapy with nanotechnology.
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Affiliation(s)
- Yuanzeng Min
- Laboratory of Nano- and Translational Medicine, Carolina Center for Cancer Nanotechnology Excellence, Carolina Institute of Nanomedicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Department of Radiation Oncology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Kyle C. Roche
- Laboratory of Nano- and Translational Medicine, Carolina Center for Cancer Nanotechnology Excellence, Carolina Institute of Nanomedicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Department of Radiation Oncology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Shaomin Tian
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Department of Microbiology & Immunology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Michael J. Eblan
- Laboratory of Nano- and Translational Medicine, Carolina Center for Cancer Nanotechnology Excellence, Carolina Institute of Nanomedicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Department of Radiation Oncology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Karen P. McKinnon
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Department of Microbiology & Immunology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Joseph M. Caster
- Laboratory of Nano- and Translational Medicine, Carolina Center for Cancer Nanotechnology Excellence, Carolina Institute of Nanomedicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Department of Radiation Oncology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Shengjie Chai
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Laura E. Herring
- UNC Proteomics Core Facility, Department of Pharmacology, University of North Carolina, Chapel Hill, NC, USA, 27599
| | - Longzhen Zhang
- Jiangsu Center for the Collaboration and Innovation of Cancer Biotherapy, Cancer Institute, Xuzhou Medical University, Xuzhou, Jiangsu, China
| | - Tian Zhang
- Division of Medical Oncology, Department of Medicine, Duke University Medical Center, Durham, North Carolina 27710, United States
| | - Joseph M. DeSimone
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Department of Microbiology & Immunology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Division of Molecular Pharmaceutics, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC 27599, USA
- Department of Chemistry, University of North Carolina, Chapel Hill, NC 27599, USA
- Department of Chemical and Biomolecular Engineering, NC State University, Raleigh, NC 27695, USA
- Sloan-Kettering Institute for Cancer Research, Memorial Sloan-Kettering Cancer Center, New York, NY 10021, USA
| | - Joel E. Tepper
- Laboratory of Nano- and Translational Medicine, Carolina Center for Cancer Nanotechnology Excellence, Carolina Institute of Nanomedicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Department of Radiation Oncology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Benjamin G. Vincent
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Jonathan S. Serody
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Department of Microbiology & Immunology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
| | - Andrew Z. Wang
- Laboratory of Nano- and Translational Medicine, Carolina Center for Cancer Nanotechnology Excellence, Carolina Institute of Nanomedicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Department of Radiation Oncology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, United States
- Jiangsu Center for the Collaboration and Innovation of Cancer Biotherapy, Cancer Institute, Xuzhou Medical University, Xuzhou, Jiangsu, China
- Corresponding author:
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