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Rocha LGDN, Guimarães PAS, Carvalho MGR, Ruiz JC. Tumor Neoepitope-Based Vaccines: A Scoping Review on Current Predictive Computational Strategies. Vaccines (Basel) 2024; 12:836. [PMID: 39203962 PMCID: PMC11360805 DOI: 10.3390/vaccines12080836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Revised: 07/09/2024] [Accepted: 07/11/2024] [Indexed: 09/03/2024] Open
Abstract
Therapeutic cancer vaccines have been considered in recent decades as important immunotherapeutic strategies capable of leading to tumor regression. In the development of these vaccines, the identification of neoepitopes plays a critical role, and different computational methods have been proposed and employed to direct and accelerate this process. In this context, this review identified and systematically analyzed the most recent studies published in the literature on the computational prediction of epitopes for the development of therapeutic vaccines, outlining critical steps, along with the associated program's strengths and limitations. A scoping review was conducted following the PRISMA extension (PRISMA-ScR). Searches were performed in databases (Scopus, PubMed, Web of Science, Science Direct) using the keywords: neoepitope, epitope, vaccine, prediction, algorithm, cancer, and tumor. Forty-nine articles published from 2012 to 2024 were synthesized and analyzed. Most of the identified studies focus on the prediction of epitopes with an affinity for MHC I molecules in solid tumors, such as lung carcinoma. Predicting epitopes with class II MHC affinity has been relatively underexplored. Besides neoepitope prediction from high-throughput sequencing data, additional steps were identified, such as the prioritization of neoepitopes and validation. Mutect2 is the most used tool for variant calling, while NetMHCpan is favored for neoepitope prediction. Artificial/convolutional neural networks are the preferred methods for neoepitope prediction. For prioritizing immunogenic epitopes, the random forest algorithm is the most used for classification. The performance values related to the computational models for the prediction and prioritization of neoepitopes are high; however, a large part of the studies still use microbiome databases for training. The in vitro/in vivo validations of the predicted neoepitopes were verified in 55% of the analyzed studies. Clinical trials that led to successful tumor remission were identified, highlighting that this immunotherapeutic approach can benefit these patients. Integrating high-throughput sequencing, sophisticated bioinformatics tools, and rigorous validation methods through in vitro/in vivo assays as well as clinical trials, the tumor neoepitope-based vaccine approach holds promise for developing personalized therapeutic vaccines that target specific tumor cancers.
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Affiliation(s)
- Luiz Gustavo do Nascimento Rocha
- Biologia Computacional e Sistemas (BCS), Instituto Oswaldo Cruz (IOC), Fundação Oswaldo Cruz, Rio de Janeiro 21040-900, Brazil; (L.G.d.N.R.); (P.A.S.G.)
- Grupo Informática de Biossistemas e Genômica, Instituto René Rachou, Fundação Oswaldo Cruz, Belo Horizonte 30190-002, Brazil
| | - Paul Anderson Souza Guimarães
- Biologia Computacional e Sistemas (BCS), Instituto Oswaldo Cruz (IOC), Fundação Oswaldo Cruz, Rio de Janeiro 21040-900, Brazil; (L.G.d.N.R.); (P.A.S.G.)
- Grupo Informática de Biossistemas e Genômica, Instituto René Rachou, Fundação Oswaldo Cruz, Belo Horizonte 30190-002, Brazil
| | - Maria Gabriela Reis Carvalho
- Biologia Computacional e Sistemas (BCS), Instituto Oswaldo Cruz (IOC), Fundação Oswaldo Cruz, Rio de Janeiro 21040-900, Brazil; (L.G.d.N.R.); (P.A.S.G.)
- Grupo Informática de Biossistemas e Genômica, Instituto René Rachou, Fundação Oswaldo Cruz, Belo Horizonte 30190-002, Brazil
| | - Jeronimo Conceição Ruiz
- Biologia Computacional e Sistemas (BCS), Instituto Oswaldo Cruz (IOC), Fundação Oswaldo Cruz, Rio de Janeiro 21040-900, Brazil; (L.G.d.N.R.); (P.A.S.G.)
- Grupo Informática de Biossistemas e Genômica, Instituto René Rachou, Fundação Oswaldo Cruz, Belo Horizonte 30190-002, Brazil
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2
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Huang P, Wen F, Tuerhong N, Yang Y, Li Q. Neoantigens in cancer immunotherapy: focusing on alternative splicing. Front Immunol 2024; 15:1437774. [PMID: 39055714 PMCID: PMC11269099 DOI: 10.3389/fimmu.2024.1437774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Accepted: 07/01/2024] [Indexed: 07/27/2024] Open
Abstract
Alternative splicing (AS) functions as a crucial program in transcriptional modulation, leading to proteomic diversity and functional alterations of proteins. These splicing actions induce various neoantigens that hold prognostic significance and contribute to various aspects of cancer progression, including immune responses against cancer. The advent of immunotherapy has remarkably revolutionized tumor therapy. In this regard, AS-derived neoantigens are potent targets for cancer vaccines and chimeric antigen receptor (CAR) T cell therapies. In this review, we outline that AS-derived neoantigens serve as promising immunotherapeutic targets and guide immunotherapy strategies. This evidence contributes to a deeper comprehension of the complexity of proteomic diversity and provides novel perspectives and techniques for precision medicine in immunotherapy. Moreover, we underscore the obstacles that are awaited to be addressed for this novel approach to become clinically applicable.
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Affiliation(s)
- Peng Huang
- Division of Abdominal Tumor Multimodality Treatment, Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Department of Medical Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Feng Wen
- Division of Abdominal Tumor Multimodality Treatment, Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Department of Radiation Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Nuerye Tuerhong
- Division of Abdominal Tumor Multimodality Treatment, Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Department of Medical Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Yang Yang
- Division of Abdominal Tumor Multimodality Treatment, Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Department of Medical Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Qiu Li
- Division of Abdominal Tumor Multimodality Treatment, Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Department of Medical Oncology, Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
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3
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Yang H, Li M, Deng Y, Wen H, Luo M, Zhang W. Roles and interactions of tumor microenvironment components in medulloblastoma with implications for novel therapeutics. Genes Chromosomes Cancer 2024; 63:e23233. [PMID: 38607297 DOI: 10.1002/gcc.23233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Accepted: 03/16/2024] [Indexed: 04/13/2024] Open
Abstract
Medulloblastomas, the most common malignant pediatric brain tumors, can be classified into the wingless, sonic hedgehog (SHH), group 3, and group 4 subgroups. Among them, the SHH subgroup with the TP53 mutation and group 3 generally present with the worst patient outcomes due to their high rates of recurrence and metastasis. A novel and effective treatment for refractory medulloblastomas is urgently needed. To date, the tumor microenvironment (TME) has been shown to influence tumor growth, recurrence, and metastasis through immunosuppression, angiogenesis, and chronic inflammation. Treatments targeting TME components have emerged as promising approaches to the treatment of solid tumors. In this review, we summarize progress in research on medulloblastoma microenvironment components and their interactions. We also discuss challenges and future research directions for TME-targeting medulloblastoma therapy.
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Affiliation(s)
- Hanjie Yang
- Department of Pediatric Neurosurgery, Neurosurgery Center, Guangdong Provincial Key Laboratory on Brain Function Repair and Regeneration, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Min Li
- Department of Pediatric Neurosurgery, Neurosurgery Center, Guangdong Provincial Key Laboratory on Brain Function Repair and Regeneration, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Yuhao Deng
- Department of Pediatric Neurosurgery, Neurosurgery Center, Guangdong Provincial Key Laboratory on Brain Function Repair and Regeneration, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Huantao Wen
- Department of Pediatric Neurosurgery, Neurosurgery Center, Guangdong Provincial Key Laboratory on Brain Function Repair and Regeneration, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Minjie Luo
- Department of Pediatric Neurosurgery, Neurosurgery Center, Guangdong Provincial Key Laboratory on Brain Function Repair and Regeneration, Zhujiang Hospital, Southern Medical University, Guangzhou, China
| | - Wangming Zhang
- Department of Pediatric Neurosurgery, Neurosurgery Center, Guangdong Provincial Key Laboratory on Brain Function Repair and Regeneration, Zhujiang Hospital, Southern Medical University, Guangzhou, China
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Wang Q, Xin X, Dai Q, Sun M, Chen J, Mostafavi E, Shen Y, Li X. Medulloblastoma targeted therapy: From signaling pathways heterogeneity and current treatment dilemma to the recent advances in development of therapeutic strategies. Pharmacol Ther 2023; 250:108527. [PMID: 37703952 DOI: 10.1016/j.pharmthera.2023.108527] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Revised: 08/27/2023] [Accepted: 09/05/2023] [Indexed: 09/15/2023]
Abstract
Medulloblastoma (MB) is a major pediatric malignant brain tumor that arises in the cerebellum. MB tumors exhibit highly heterogeneous driven by diverse genetic alterations and could be divided into four major subgroups based on their different biological drivers and molecular features (Wnt, Sonic hedgehog (Shh), group 3, and group 4 MB). Even though the therapeutic strategies for each MB subtype integrate their pathogenesis and were developed to focus on their specific target sites, the unexpected drug non-selective cytotoxicity, low drug accumulation in the brain, and complexed MB tumor microenvironment still be huge obstacles to achieving satisfied MB therapeutic efficiency. This review discussed the current advances in modern MB therapeutic strategy development. Through the recent advances in knowledge of the origin, molecular pathogenesis of MB subtypes and their current therapeutic barriers, we particularly reviewed the current development in advanced MB therapeutic strategy committed to overcome MB treatment obstacles, focusing on novel signaling pathway targeted therapeutic agents and their combination discovery, advanced drug delivery systems design, and MB immunotherapy strategy development.
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Affiliation(s)
- Qiyue Wang
- School of Pharmaceutical Science, Nanjing Tech University, Nanjing 211816, China
| | - Xiaofei Xin
- Center for Research Development and Evaluation of Pharmaceutical Excipients and Generic Drugs, Department of Pharmaceutics, China Pharmaceutical University, Nanjing 210009, China
| | - Qihao Dai
- School of Pharmaceutical Science, Nanjing Tech University, Nanjing 211816, China
| | - Mengjuan Sun
- Center for Research Development and Evaluation of Pharmaceutical Excipients and Generic Drugs, Department of Pharmaceutics, China Pharmaceutical University, Nanjing 210009, China
| | - Jinhua Chen
- Center for Research Development and Evaluation of Pharmaceutical Excipients and Generic Drugs, Department of Pharmaceutics, China Pharmaceutical University, Nanjing 210009, China
| | - Ebrahim Mostafavi
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, USA.
| | - Yan Shen
- Center for Research Development and Evaluation of Pharmaceutical Excipients and Generic Drugs, Department of Pharmaceutics, China Pharmaceutical University, Nanjing 210009, China.
| | - Xueming Li
- School of Pharmaceutical Science, Nanjing Tech University, Nanjing 211816, China.
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5
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Yuan N, Pan HH, Liang YS, Hu HL, Zhai CL, Wang B. Identification of prognostic and diagnostic signatures for cancer and acute myocardial infarction: multi-omics approaches for deciphering heterogeneity to enhance patient management. Front Pharmacol 2023; 14:1249145. [PMID: 37781709 PMCID: PMC10539594 DOI: 10.3389/fphar.2023.1249145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 09/04/2023] [Indexed: 10/03/2023] Open
Abstract
Patients diagnosed with cancer face an increased risk of cardiovascular events in the short term, while those experiencing acute myocardial infarction (AMI) have a higher incidence of cancer. Given limitations in clinical resources, identifying shared biomarkers offers a cost-effective approach to risk assessment by minimizing the need for multiple tests and screenings. Hence, it is crucial to identify common biomarkers for both cancer survival and AMI prediction. Our study suggests that monocyte-derived biomarkers, specifically WEE1, PYHIN1, SEC61A2, and HAL, hold potential as predictors for cancer prognosis and AMI. We employed a novel formula to analyze mRNA levels in clinical samples from patients with AMI and cancer, resulting in the development of a new risk score based on expression profiles. By categorizing patients into high-risk and low-risk groups based on the median risk score, we observed significantly poorer overall survival among high-risk patients in cancer cohorts using Kaplan-Meier analysis. Furthermore, calibration curves, decision curve analysis (DCA), and clinical impact curve analyses provided additional evidence supporting the robust diagnostic capacity of the risk score for AMI. Noteworthy is the shared activation of the Notch Signaling pathway, which may shed light on common high-risk factors underlying both AMI and cancer. Additionally, we validated the differential expression of these genes in cell lines and clinical samples, respectively, reinforcing their potential as meaningful biomarkers. In conclusion, our study demonstrates the promise of mRNA levels as biomarkers and emphasizes the significance of further research for validation and refinement.
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Affiliation(s)
- Na Yuan
- The First Hospital of Jiaxing Affiliated Hospitial of Jiaxing University, Jiaxing, Zhejiang, China
| | - Hai-Hua Pan
- The First Hospital of Jiaxing Affiliated Hospitial of Jiaxing University, Jiaxing, Zhejiang, China
| | - Yan-Shan Liang
- Affiliated Dongguan Hospital, Southern Medical University, Dongguan, Guangdong, China
| | - Hui-Lin Hu
- The First Hospital of Jiaxing Affiliated Hospitial of Jiaxing University, Jiaxing, Zhejiang, China
| | - Chang-Lin Zhai
- The First Hospital of Jiaxing Affiliated Hospitial of Jiaxing University, Jiaxing, Zhejiang, China
| | - Bo Wang
- The Second Affiliated Hospital of Jiaxing University, Jiaxing, Zhejiang, China
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Budhiraja S, Najem H, Tripathi S, Wadhawani NR, Horbinski C, McCord M, Lenzen AC, Heimberger AB, DeCuypere M. Immunobiology and Cytokine Modulation of the Pediatric Brain Tumor Microenvironment: A Scoping Review. Cancers (Basel) 2023; 15:3655. [PMID: 37509316 PMCID: PMC10377457 DOI: 10.3390/cancers15143655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Revised: 07/06/2023] [Accepted: 07/13/2023] [Indexed: 07/30/2023] Open
Abstract
Utilizing a Scoping Review strategy in the domain of immune biology to identify immune therapeutic targets, knowledge gaps for implementing immune therapeutic strategies for pediatric brain tumors was assessed. The analysis demonstrated limited efforts to date to characterize and understand the immunological aspects of tumor biology with an over-reliance on observations from the adult glioma population. Foundational knowledge regarding the frequency and ubiquity of immune therapeutic targets is an area of unmet need along with the development of immune-competent pediatric tumor models to test therapeutics and especially combinatorial treatment. Opportunities arise in the evolution of pediatric tumor classification from histological to molecular with targeted immune therapeutics.
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Affiliation(s)
- Shreya Budhiraja
- Division of Pediatric Neurosurgery, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA
- Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
- Malnati Brain Tumor Institute of the Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Hinda Najem
- Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
- Malnati Brain Tumor Institute of the Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Shashwat Tripathi
- Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
- Malnati Brain Tumor Institute of the Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Nitin R Wadhawani
- Division of Pathology, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA
| | - Craig Horbinski
- Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
- Malnati Brain Tumor Institute of the Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Matthew McCord
- Malnati Brain Tumor Institute of the Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
- Department of Pathology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Alicia C Lenzen
- Division of Hematology, Oncology, Neuro-Oncology, and Stem Cell Transplantation, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA
| | - Amy B Heimberger
- Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
- Malnati Brain Tumor Institute of the Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Michael DeCuypere
- Division of Pediatric Neurosurgery, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL 60611, USA
- Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
- Malnati Brain Tumor Institute of the Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
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7
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van Bree NFHN, Wilhelm M. The Tumor Microenvironment of Medulloblastoma: An Intricate Multicellular Network with Therapeutic Potential. Cancers (Basel) 2022; 14:5009. [PMID: 36291792 PMCID: PMC9599673 DOI: 10.3390/cancers14205009] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 10/08/2022] [Accepted: 10/10/2022] [Indexed: 11/25/2022] Open
Abstract
Medulloblastoma (MB) is a heterogeneous disease in which survival is highly affected by the underlying subgroup-specific characteristics. Although the current treatment modalities have increased the overall survival rates of MB up to 70-80%, MB remains a major cause of cancer-related mortality among children. This indicates that novel therapeutic approaches against MB are needed. New promising treatment options comprise the targeting of cells and components of the tumor microenvironment (TME). The TME of MB consists of an intricate multicellular network of tumor cells, progenitor cells, astrocytes, neurons, supporting stromal cells, microglia, immune cells, extracellular matrix components, and vasculature systems. In this review, we will discuss all the different components of the MB TME and their role in MB initiation, progression, metastasis, and relapse. Additionally, we briefly introduce the effect that age plays on the TME of brain malignancies and discuss the MB subgroup-specific differences in TME components and how all of these variations could affect the progression of MB. Finally, we highlight the TME-directed treatments, in which we will focus on therapies that are being evaluated in clinical trials.
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Affiliation(s)
| | - Margareta Wilhelm
- Department of Microbiology, Tumor and Cell Biology (MTC), Karolinska Institute, 17165 Stockholm, Sweden
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8
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Schakelaar MY, Monnikhof M, Crnko S, Pijnappel E, Meeldijk J, Ten Broeke T, Bovenschen N. Cellular Immunotherapy for Medulloblastoma. Neuro Oncol 2022; 25:617-627. [PMID: 36219688 PMCID: PMC10076947 DOI: 10.1093/neuonc/noac236] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Indexed: 01/12/2023] Open
Abstract
Medulloblastoma (MB) is the most common malignant brain tumor in children, making up ~20% of all primary pediatric brain tumors. Current therapies consist of maximal surgical resection and aggressive radio- and chemotherapy. A third of the treated patients cannot be cured and survivors are often left with devastating long-term side effects. Novel efficient and targeted treatment is desperately needed for this patient population. Cellular immunotherapy aims to enhance and utilize immune cells to target tumors, and has been proven successful in various cancers. However, for MB, the knowledge and possibilities of cellular immunotherapy are limited. In this review, we provide a comprehensive overview of the current status of cellular immunotherapy for MB, from fundamental in vitro research to in vivo models and (ongoing) clinical trials. In addition, we compare our findings to cellular immunotherapy in glioma, an MB-like intracranial tumor. Finally, future possibilities for MB are discussed to improve efficacy and safety.
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Affiliation(s)
- Michael Y Schakelaar
- Department of Pathology, University Medical Center Utrecht, 3584 CX Utrecht, The Netherlands
| | - Matthijs Monnikhof
- Department of Pathology, University Medical Center Utrecht, 3584 CX Utrecht, The Netherlands
| | - Sandra Crnko
- Department of Pathology, University Medical Center Utrecht, 3584 CX Utrecht, The Netherlands.,Bachelor Research Hub, Educational Center, University Medical Centre Utrecht, 3584 CX Utrecht, The Netherlands
| | - Emma Pijnappel
- Department of Pathology, University Medical Center Utrecht, 3584 CX Utrecht, The Netherlands.,Bachelor Research Hub, Educational Center, University Medical Centre Utrecht, 3584 CX Utrecht, The Netherlands
| | - Jan Meeldijk
- Department of Pathology, University Medical Center Utrecht, 3584 CX Utrecht, The Netherlands.,Center for Translational Immunology, University Medical Center Utrecht, 3584 CX Utrecht, The Netherlands.,Bachelor Research Hub, Educational Center, University Medical Centre Utrecht, 3584 CX Utrecht, The Netherlands
| | - Toine Ten Broeke
- Department of Pathology, University Medical Center Utrecht, 3584 CX Utrecht, The Netherlands.,Bachelor Research Hub, Educational Center, University Medical Centre Utrecht, 3584 CX Utrecht, The Netherlands
| | - Niels Bovenschen
- Department of Pathology, University Medical Center Utrecht, 3584 CX Utrecht, The Netherlands.,Center for Translational Immunology, University Medical Center Utrecht, 3584 CX Utrecht, The Netherlands.,Bachelor Research Hub, Educational Center, University Medical Centre Utrecht, 3584 CX Utrecht, The Netherlands
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9
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Konig S, Strobel H, Grunert M, Lyszkiewicz M, Brühl O, Karpel-Massler G, Ziętara N, La Ferla-Brühl K, Siegelin MD, Debatin KM, Westhoff MA. Unblinding the watchmaker: cancer treatment and drug design in the face of evolutionary pressure. Expert Opin Drug Discov 2022; 17:1081-1094. [PMID: 35997138 DOI: 10.1080/17460441.2022.2114454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
INTRODUCTION Death due to cancer is mostly associated with therapy ineffectiveness, i.e. tumor cells no longer responding to treatment. The underlying dynamics that facilitate this mutational escape from selective pressure are well studied in several other fields and several interesting approaches exist to combat this phenomenon, for example in the context of antibiotic-resistance in bacteria. AREAS COVERED Ninety percent of all cancer-related deaths are associated with treatment failure. Here, we discuss the common treatment modalities and prior attempts to overcome acquired resistance to therapy. The underlying molecular mechanisms are discussed and the implications of emerging resistance in other systems, such as bacteria, are discussed in the context of cancer. EXPERT OPINION Reevaluating emerging therapy resistance in tumors as an evolutionary mechanism to survive in a rapidly and drastically altering fitness landscape leads to novel treatment strategies and distinct requirements for new drugs. Here, we propose a scheme of considerations that need to be applied prior to the discovery of novel therapeutic drugs.
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Affiliation(s)
- Sophia Konig
- Department of Pediatrics and Adolescent Medicine, Ulm University Hospital, Ulm, Germany
| | - Hannah Strobel
- Department of Pediatrics and Adolescent Medicine, Ulm University Hospital, Ulm, Germany
| | - Michael Grunert
- Department of Nuclear Medicine, German Armed Forces Hospital of Ulm, Ulm, Germany
| | - Marcin Lyszkiewicz
- Department of Pediatrics and Adolescent Medicine, Ulm University Hospital, Ulm, Germany
| | - Oliver Brühl
- Laboratorio Analisi Sicilia, Catania, Lentini, Italy
| | | | - Natalia Ziętara
- Cancer Immunology and Immune Modulation, Boehringer Ingelheim Pharma GmbH & Co. KG, Germany
| | | | - Markus D Siegelin
- Department of Pathology and Cell Biology, Columbia University Medical Center, Albany, NY, USA
| | - Klaus-Michael Debatin
- Department of Pediatrics and Adolescent Medicine, Ulm University Hospital, Ulm, Germany
| | - Mike-Andrew Westhoff
- Department of Pediatrics and Adolescent Medicine, Ulm University Hospital, Ulm, Germany
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10
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Weng J, Li S, Zhu Z, Liu Q, Zhang R, Yang Y, Li X. Exploring immunotherapy in colorectal cancer. J Hematol Oncol 2022; 15:95. [PMID: 35842707 PMCID: PMC9288068 DOI: 10.1186/s13045-022-01294-4] [Citation(s) in RCA: 112] [Impact Index Per Article: 56.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2022] [Accepted: 05/18/2022] [Indexed: 02/07/2023] Open
Abstract
Chemotherapy combined with or without targeted therapy is the fundamental treatment for metastatic colorectal cancer (mCRC). Due to the adverse effects of chemotherapeutic drugs and the biological characteristics of the tumor cells, it is difficult to make breakthroughs in traditional strategies. The immune checkpoint blockades (ICB) therapy has made significant progress in the treatment of advanced malignant tumors, and patients who benefit from this therapy may obtain a long-lasting response. Unfortunately, immunotherapy is only effective in a limited number of patients with microsatellite instability-high (MSI-H), and segment initial responders can subsequently develop acquired resistance. From September 4, 2014, the first anti-PD-1/PD-L1 drug Pembrolizumab was approved by the FDA for the second-line treatment of advanced malignant melanoma. Subsequently, it was approved for mCRC second-line treatment in 2017. Immunotherapy has rapidly developed in the past 7 years. The in-depth research of the ICB treatment indicated that the mechanism of colorectal cancer immune-resistance has become gradually clear, and new predictive biomarkers are constantly emerging. Clinical trials examining the effect of immune checkpoints are actively carried out, in order to produce long-lasting effects for mCRC patients. This review summarizes the treatment strategies for mCRC patients, discusses the mechanism and application of ICB in mCRC treatment, outlines the potential markers of the ICB efficacy, lists the key results of the clinical trials, and collects the recent basic research results, in order to provide a theoretical basis and practical direction for immunotherapy strategies.
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Affiliation(s)
- Junyong Weng
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Xuhui, Shanghai, 200032, China
| | - Shanbao Li
- Department of General Surgery, Shanghai General Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai, 200080, China
| | - Zhonglin Zhu
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Xuhui, Shanghai, 200032, China
| | - Qi Liu
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Xuhui, Shanghai, 200032, China
| | - Ruoxin Zhang
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Xuhui, Shanghai, 200032, China
| | - Yufei Yang
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Xuhui, Shanghai, 200032, China
| | - Xinxiang Li
- Department of Colorectal Surgery, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Xuhui, Shanghai, 200032, China.
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11
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Xiang H, Zhang L, Bu F, Guan X, Chen L, Zhang H, Zhao Y, Chen H, Zhang W, Li Y, Lee LJ, Mei Z, Rao Y, Gu Y, Hou Y, Mu F, Dong X. A Novel Proteogenomic Integration Strategy Expands the Breadth of Neo-Epitope Sources. Cancers (Basel) 2022; 14:cancers14123016. [PMID: 35740681 PMCID: PMC9220843 DOI: 10.3390/cancers14123016] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2022] [Revised: 06/09/2022] [Accepted: 06/13/2022] [Indexed: 11/16/2022] Open
Abstract
Tumor-specific antigens can activate T cell-based antitumor immune responses and are ideal targets for cancer immunotherapy. However, their identification is still challenging. Although mass spectrometry can directly identify human leukocyte antigen (HLA) binding peptides in tumor cells, it focuses on tumor-specific antigens derived from annotated protein-coding regions constituting only 1.5% of the genome. We developed a novel proteogenomic integration strategy to expand the breadth of tumor-specific epitopes derived from all genomic regions. Using the colorectal cancer cell line HCT116 as a model, we accurately identified 10,737 HLA-presented peptides, 1293 of which were non-canonical peptides that traditional database searches could not identify. Moreover, we found eight tumor neo-epitopes derived from somatic mutations, four of which were not previously reported. Our findings suggest that this new proteogenomic approach holds great promise for increasing the number of tumor-specific antigen candidates, potentially enlarging the tumor target pool and improving cancer immunotherapy.
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Affiliation(s)
- Haitao Xiang
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing 100049, China; (H.X.); (X.G.); (W.Z.); (Y.L.)
- BGI-Shenzhen, Shenzhen 518103, China; (F.B.); (L.C.); (H.Z.); (Y.Z.); (H.C.); (Y.G.)
| | - Le Zhang
- BGI-GenoImmune, BGI-Shenzhen, Shenzhen 518083, China; (L.Z.); (L.J.L.)
| | - Fanyu Bu
- BGI-Shenzhen, Shenzhen 518103, China; (F.B.); (L.C.); (H.Z.); (Y.Z.); (H.C.); (Y.G.)
| | - Xiangyu Guan
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing 100049, China; (H.X.); (X.G.); (W.Z.); (Y.L.)
- BGI-Shenzhen, Shenzhen 518103, China; (F.B.); (L.C.); (H.Z.); (Y.Z.); (H.C.); (Y.G.)
| | - Lei Chen
- BGI-Shenzhen, Shenzhen 518103, China; (F.B.); (L.C.); (H.Z.); (Y.Z.); (H.C.); (Y.G.)
| | - Haibo Zhang
- BGI-Shenzhen, Shenzhen 518103, China; (F.B.); (L.C.); (H.Z.); (Y.Z.); (H.C.); (Y.G.)
| | - Yuntong Zhao
- BGI-Shenzhen, Shenzhen 518103, China; (F.B.); (L.C.); (H.Z.); (Y.Z.); (H.C.); (Y.G.)
| | - Huanyi Chen
- BGI-Shenzhen, Shenzhen 518103, China; (F.B.); (L.C.); (H.Z.); (Y.Z.); (H.C.); (Y.G.)
| | - Weicong Zhang
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing 100049, China; (H.X.); (X.G.); (W.Z.); (Y.L.)
- BGI-Shenzhen, Shenzhen 518103, China; (F.B.); (L.C.); (H.Z.); (Y.Z.); (H.C.); (Y.G.)
| | - Yijian Li
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing 100049, China; (H.X.); (X.G.); (W.Z.); (Y.L.)
- BGI-Shenzhen, Shenzhen 518103, China; (F.B.); (L.C.); (H.Z.); (Y.Z.); (H.C.); (Y.G.)
- Guangdong Provincial Key Laboratory of Human Disease Genomics, Shenzhen Key Laboratory of Genomics, Shenzhen 518083, China
| | - Leo Jingyu Lee
- BGI-GenoImmune, BGI-Shenzhen, Shenzhen 518083, China; (L.Z.); (L.J.L.)
| | - Zhanlong Mei
- BGI, Shenzhen 518083, China; (Z.M.); (Y.R.); (Y.H.)
| | - Yuan Rao
- BGI, Shenzhen 518083, China; (Z.M.); (Y.R.); (Y.H.)
| | - Ying Gu
- BGI-Shenzhen, Shenzhen 518103, China; (F.B.); (L.C.); (H.Z.); (Y.Z.); (H.C.); (Y.G.)
- Guangdong Provincial Key Laboratory of Genome Read and Write, Shenzhen 518120, China
| | - Yong Hou
- BGI, Shenzhen 518083, China; (Z.M.); (Y.R.); (Y.H.)
| | - Feng Mu
- BGI, Shenzhen 518083, China; (Z.M.); (Y.R.); (Y.H.)
- Correspondence: (F.M.); (X.D.)
| | - Xuan Dong
- BGI-Shenzhen, Shenzhen 518103, China; (F.B.); (L.C.); (H.Z.); (Y.Z.); (H.C.); (Y.G.)
- Guangdong Provincial Key Laboratory of Human Disease Genomics, Shenzhen Key Laboratory of Genomics, Shenzhen 518083, China
- Correspondence: (F.M.); (X.D.)
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12
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Eisemann T, Wechsler-Reya RJ. Coming in from the cold: overcoming the hostile immune microenvironment of medulloblastoma. Genes Dev 2022; 36:514-532. [PMID: 35680424 PMCID: PMC9186392 DOI: 10.1101/gad.349538.122] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Medulloblastoma is an aggressive brain tumor that occurs predominantly in children. Despite intensive therapy, many patients die of the disease, and novel therapies are desperately needed. Although immunotherapy has shown promise in many cancers, the low mutational burden, limited infiltration of immune effector cells, and immune-suppressive microenvironment of medulloblastoma have led to the assumption that it is unlikely to respond to immunotherapy. However, emerging evidence is challenging this view. Here we review recent preclinical and clinical studies that have identified mechanisms of immune evasion in medulloblastoma, and highlight possible therapeutic interventions that may give new hope to medulloblastoma patients and their families.
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Affiliation(s)
- Tanja Eisemann
- Tumor Initiation and Maintenance Program, National Cancer Institute-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, California 92037, USA
| | - Robert J Wechsler-Reya
- Tumor Initiation and Maintenance Program, National Cancer Institute-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, California 92037, USA.,Department of Pediatrics, University of California at San Diego, La Jolla, California 92161, USA
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13
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Rozowsky JS, Meesters-Ensing JI, Lammers JAS, Belle ML, Nierkens S, Kranendonk MEG, Kester LA, Calkoen FG, van der Lugt J. A Toolkit for Profiling the Immune Landscape of Pediatric Central Nervous System Malignancies. Front Immunol 2022; 13:864423. [PMID: 35464481 PMCID: PMC9022116 DOI: 10.3389/fimmu.2022.864423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Accepted: 03/11/2022] [Indexed: 11/13/2022] Open
Abstract
The prognosis of pediatric central nervous system (CNS) malignancies remains dismal due to limited treatment options, resulting in high mortality rates and long-term morbidities. Immunotherapies, including checkpoint inhibition, cancer vaccines, engineered T cell therapies, and oncolytic viruses, have promising results in some hematological and solid malignancies, and are being investigated in clinical trials for various high-grade CNS malignancies. However, the role of the tumor immune microenvironment (TIME) in CNS malignancies is mostly unknown for pediatric cases. In order to successfully implement immunotherapies and to eventually predict which patients would benefit from such treatments, in-depth characterization of the TIME at diagnosis and throughout treatment is essential. In this review, we provide an overview of techniques for immune profiling of CNS malignancies, and detail how they can be utilized for different tissue types and studies. These techniques include immunohistochemistry and flow cytometry for quantifying and phenotyping the infiltrating immune cells, bulk and single-cell transcriptomics for describing the implicated immunological pathways, as well as functional assays. Finally, we aim to describe the potential benefits of evaluating other compartments of the immune system implicated by cancer therapies, such as cerebrospinal fluid and blood, and how such liquid biopsies are informative when designing immune monitoring studies. Understanding and uniformly evaluating the TIME and immune landscape of pediatric CNS malignancies will be essential to eventually integrate immunotherapy into clinical practice.
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Affiliation(s)
| | | | | | - Muriël L. Belle
- Princess Máxima Center for Pediatric Oncology, Utrecht, Netherlands
| | - Stefan Nierkens
- Princess Máxima Center for Pediatric Oncology, Utrecht, Netherlands
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht, Netherlands
| | | | | | - Friso G. Calkoen
- Princess Máxima Center for Pediatric Oncology, Utrecht, Netherlands
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14
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Venkataramany AS, Schieffer KM, Lee K, Cottrell CE, Wang PY, Mardis ER, Cripe TP, Chandler DS. Alternative RNA Splicing Defects in Pediatric Cancers: New Insights in Tumorigenesis and Potential Therapeutic Vulnerabilities. Ann Oncol 2022; 33:578-592. [PMID: 35339647 DOI: 10.1016/j.annonc.2022.03.011] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 03/15/2022] [Accepted: 03/16/2022] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Compared to adult cancers, pediatric cancers are uniquely characterized by a genomically stable landscape and lower tumor mutational burden. However, alternative splicing, a global cellular process that produces different mRNA/protein isoforms from a single mRNA transcript, has been increasingly implicated in the development of pediatric cancers. DESIGN We review the current literature on the role of alternative splicing in adult cancer, cancer predisposition syndromes, and pediatric cancers. We also describe multiple splice variants identified in adult cancers and confirmed through comprehensive genomic profiling in our institutional cohort of rare, refractory and relapsed pediatric and adolescent young adult cancer patients. Finally, we summarize the contributions of alternative splicing events to neoantigens and chemoresistance and prospects for splicing-based therapies. RESULTS Published dysregulated splicing events can be categorized as exon inclusion, exon exclusion, splicing factor upregulation, or splice site alterations. We observe these phenomena in cancer predisposition syndromes (Lynch syndrome, Li-Fraumeni syndrome, CHEK2) and pediatric leukemia (B-ALL), sarcomas (Ewing sarcoma, rhabdomyosarcoma, osteosarcoma), retinoblastoma, Wilms tumor, and neuroblastoma. Within our institutional cohort, we demonstrate splice variants in key regulatory genes (CHEK2, TP53, PIK3R1, MDM2, KDM6A, NF1) that resulted in exon exclusion or splice site alterations, which were predicted to impact functional protein expression and promote tumorigenesis. Differentially spliced isoforms and splicing proteins also impact neoantigen creation and treatment resistance, such as imatinib or glucocorticoid regimens. Additionally, splice-altering strategies with the potential to change the therapeutic landscape of pediatric cancers include antisense oligonucleotides, adeno-associated virus gene transfers, and small molecule inhibitors. CONCLUSIONS Alternative splicing plays a critical role in the formation and growth of pediatric cancers, and our institutional cohort confirms and highlights the broad spectrum of affected genes in a variety of cancers. Further studies that elucidate the mechanisms of disease-inducing splicing events will contribute toward the development of novel therapeutics.
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Affiliation(s)
- A S Venkataramany
- Biomedical Sciences Graduate Program, The Ohio State University, Columbus, Ohio, United States; Medical Scientist Training Program, The Ohio State University, Columbus, Ohio, United States
| | - K M Schieffer
- The Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, Ohio, United States
| | - K Lee
- The Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, Ohio, United States; Department of Pediatrics, The Ohio State University College of Medicine, Columbus, Ohio, United States; Department of Pathology, The Ohio State University College of Medicine, Columbus, Ohio, United States
| | - C E Cottrell
- The Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, Ohio, United States; Department of Pediatrics, The Ohio State University College of Medicine, Columbus, Ohio, United States; Department of Pathology, The Ohio State University College of Medicine, Columbus, Ohio, United States
| | - P Y Wang
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, Ohio, United States; Center for Childhood Cancer and Blood Diseases, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, Ohio, United States
| | - E R Mardis
- The Steve and Cindy Rasmussen Institute for Genomic Medicine, Nationwide Children's Hospital, Columbus, Ohio, United States; Department of Pediatrics, The Ohio State University College of Medicine, Columbus, Ohio, United States
| | - T P Cripe
- Department of Pediatrics, The Ohio State University College of Medicine, Columbus, Ohio, United States; Center for Childhood Cancer and Blood Diseases, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, Ohio, United States; Division of Hematology, Oncology and Blood and Marrow Transplant, Department of Pediatrics, The Ohio State University, Columbus, Ohio, United States
| | - D S Chandler
- Center for Childhood Cancer and Blood Diseases, Abigail Wexner Research Institute at Nationwide Children's Hospital, Columbus, Ohio, United States; Molecular, Cellular and Developmental Biology Graduate Program and The Center for RNA Biology, The Ohio State University, Columbus, Ohio, United States.
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15
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Medulloblastoma: Immune microenvironment and targeted nano-therapy. OPENNANO 2022. [DOI: 10.1016/j.onano.2022.100035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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16
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Neoantigen Cancer Vaccines: Generation, Optimization, and Therapeutic Targeting Strategies. Vaccines (Basel) 2022; 10:vaccines10020196. [PMID: 35214655 PMCID: PMC8877108 DOI: 10.3390/vaccines10020196] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 01/21/2022] [Accepted: 01/23/2022] [Indexed: 12/30/2022] Open
Abstract
Alternatives to conventional cancer treatments are highly sought after for high-risk malignancies that have a poor response to established treatment modalities. With research advancing rapidly in the past decade, neoantigen-based immunotherapeutic approaches represent an effective and highly tolerable therapeutic option. Neoantigens are tumor-specific antigens that are not expressed in normal cells and possess significant immunogenic potential. Several recent studies have described the conceptual framework and methodologies to generate neoantigen-based vaccines as well as the formulation of appropriate clinical trials to advance this approach for patient care. This review aims to describe some of the key studies in the recent literature in this rapidly evolving field and summarize the current advances in neoantigen identification and selection, vaccine generation and delivery, and the optimization of neoantigen-based therapeutic strategies, including the early data from pivotal clinical studies.
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17
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Yildiz CB, Zimmer-Bensch G. Role of DNMTs in the Brain. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2022; 1389:363-394. [DOI: 10.1007/978-3-031-11454-0_15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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18
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Zhang J, Wang T. Immune cell landscape and immunotherapy of medulloblastoma. Pediatr Investig 2021; 5:299-309. [PMID: 34938973 PMCID: PMC8666938 DOI: 10.1002/ped4.12261] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2020] [Accepted: 10/17/2020] [Indexed: 12/26/2022] Open
Abstract
Medulloblastoma is the most common primary pediatric malignancy of the central nervous system. Recurrent and refractory patients account for approximately 30% of them. Immune cells are an important component of the brain tumor microenvironment, including tumor-associated macrophages, T lymphocytes, natural killer cells, dendritic cells, neutrophils and B lymphocytes. Understanding how they behave and interact is important in the investigation of the onset and progression of medulloblastoma. Here, we overview the features and recent advances of each component of immune cells in medulloblastoma. Meanwhile, immunotherapy is a promising but also challenging treatment strategy for medulloblastoma. At present, there are a growing number of immunotherapeutic approaches under investigation including immune checkpoint inhibitors, oncolytic viruses, cancer vaccines, chimeric antigen receptor T cell therapies, and natural killer cells in recurrent and refractory medulloblastoma patients.
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Affiliation(s)
- Jin Zhang
- Department of PediatricsBeijing Shijitan HospitalCapital Medical UniversityBeijingChina
- Hematology Oncology CenterBeijing Children’s HospitalCapital Medical UniversityBeijingChina
| | - Tianyou Wang
- Hematology Oncology CenterBeijing Children’s HospitalCapital Medical UniversityBeijingChina
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19
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Rivero-Hinojosa S, Grant M, Panigrahi A, Zhang H, Caisova V, Bollard CM, Rood BR. Proteogenomic discovery of neoantigens facilitates personalized multi-antigen targeted T cell immunotherapy for brain tumors. Nat Commun 2021; 12:6689. [PMID: 34795224 PMCID: PMC8602676 DOI: 10.1038/s41467-021-26936-y] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Accepted: 10/25/2021] [Indexed: 12/22/2022] Open
Abstract
Neoantigen discovery in pediatric brain tumors is hampered by their low mutational burden and scant tissue availability. Here we develop a proteogenomic approach combining tumor DNA/RNA sequencing and mass spectrometry proteomics to identify tumor-restricted (neoantigen) peptides arising from multiple genomic aberrations to generate a highly target-specific, autologous, personalized T cell immunotherapy. Our data indicate that aberrant splice junctions are the primary source of neoantigens in medulloblastoma, a common pediatric brain tumor. Proteogenomically identified tumor-specific peptides are immunogenic and generate MHC II-based T cell responses. Moreover, polyclonal and polyfunctional T cells specific for tumor-specific peptides effectively eliminate tumor cells in vitro. Targeting tumor-specific antigens obviates the issue of central immune tolerance while potentially providing a safety margin favoring combination with other immune-activating therapies. These findings demonstrate the proteogenomic discovery of immunogenic tumor-specific peptides and lay the groundwork for personalized targeted T cell therapies for children with brain tumors. Targeting tumor-associated antigens in paediatric medulloblastomas (MB) is challenging due to their low mutational burden. Here, the authors develop a sensitive proteogenomic approach to identify tumour specific neoantigens, which may enable personalised T cell immunotherapy in paediatric MB.
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Affiliation(s)
- Samuel Rivero-Hinojosa
- Center for Cancer and Immunology Research, Children's National Research Institute, Washington, DC, USA
| | - Melanie Grant
- Center for Cancer and Immunology Research, Children's National Research Institute, Washington, DC, USA.,Emory University School of Medicine, Department of Pediatrics, Atlanta, GA, USA
| | - Aswini Panigrahi
- Center for Cancer and Immunology Research, Children's National Research Institute, Washington, DC, USA
| | - Huizhen Zhang
- Center for Cancer and Immunology Research, Children's National Research Institute, Washington, DC, USA
| | - Veronika Caisova
- Center for Cancer and Immunology Research, Children's National Research Institute, Washington, DC, USA
| | - Catherine M Bollard
- Center for Cancer and Immunology Research, Children's National Research Institute, Washington, DC, USA.,George Washington University Cancer Center, Washington, DC, USA
| | - Brian R Rood
- Center for Cancer and Immunology Research, Children's National Research Institute, Washington, DC, USA. .,George Washington University Cancer Center, Washington, DC, USA.
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20
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Byron SA, Hendricks WPD, Nagulapally AB, Kraveka JM, Ferguson WS, Brown VI, Eslin DE, Mitchell D, Cornelius A, Roberts W, Isakoff MS, Oesterheld JE, Wada RK, Rawwas J, Neville K, Zage PE, Harrod VL, Bergendahl G, VanSickle E, Dykema K, Bond J, Chou HC, Wei JS, Wen X, Reardon HV, Roos A, Nasser S, Izatt T, Enriquez D, Hegde AM, Cisneros F, Christofferson A, Turner B, Szelinger S, Keats JJ, Halperin RF, Khan J, Saulnier Sholler GL, Trent JM. Genomic and Transcriptomic Analysis of Relapsed and Refractory Childhood Solid Tumors Reveals a Diverse Molecular Landscape and Mechanisms of Immune Evasion. Cancer Res 2021; 81:5818-5832. [PMID: 34610968 DOI: 10.1158/0008-5472.can-21-1033] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Revised: 08/10/2021] [Accepted: 09/30/2021] [Indexed: 11/16/2022]
Abstract
Children with treatment-refractory or relapsed (R/R) tumors face poor prognoses. As the genomic underpinnings driving R/R disease are not well defined, we describe here the genomic and transcriptomic landscapes of R/R solid tumors from 202 patients enrolled in Beat Childhood Cancer Consortium clinical trials. Tumor mutational burden (TMB) was elevated relative to untreated tumors at diagnosis, with one-third of tumors classified as having a pediatric high TMB. Prior chemotherapy exposure influenced the mutational landscape of these R/R tumors, with more than 40% of tumors demonstrating mutational signatures associated with platinum or temozolomide chemotherapy and two tumors showing treatment-associated hypermutation. Immunogenomic profiling found a heterogenous pattern of neoantigen and MHC class I expression and a general absence of immune infiltration. Transcriptional analysis and functional gene set enrichment analysis identified cross-pathology clusters associated with development, immune signaling, and cellular signaling pathways. While the landscapes of these R/R tumors reflected those of their corresponding untreated tumors at diagnosis, important exceptions were observed suggestive of tumor evolution, treatment resistance mechanisms, and mutagenic etiologies of treatment.
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Affiliation(s)
- Sara A Byron
- Integrated Cancer Genomics Division, Translational Genomics Research Institute
| | | | | | | | - William S Ferguson
- Pediatrics, Division of Hematology-Oncology, Saint Louis University School of Medicine
| | - Valerie I Brown
- Department of Pediatrics, Division of Pediatric Hematology/Oncology, Penn State Children's Hospital and Penn State College of Medicine
| | - Don E Eslin
- Pediatric Hematology-Oncology, St. Joseph's Children's Hospital
| | | | | | - William Roberts
- Hematology/Oncology, University of California - San Diego School of Medicine
| | - Michael S Isakoff
- Center for Cancer and Blood Disorders, Connecticut Children's Medical Center
| | | | - Randal K Wada
- Pediatric Hematology/Oncology, Kapiolani Medical Center for Women and Children
| | - Jawhar Rawwas
- Pediatric Hematology and Oncology, Children's Hospitals and Clinics of Minnesota
| | | | | | | | | | | | | | - Jeffrey Bond
- Pediatric Oncology Translational Research Program, Helen DeVos Children's Hospital
| | - Hsien-Chao Chou
- Oncogenomics Section, Genetics Branch, National Cancer Institute, National Institutes of Health
| | - Jun S Wei
- Oncogenomics Section, Genetics Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health
| | - Xinyu Wen
- Oncogenomics Section, Genetics Branch, National Cancer Institute, National Institutes of Health
| | - Hue V Reardon
- Advanced Biomedical Computational Sciences, Biomedical Informatics & Data Science, Frederick National Laboratory for Cancer Research
| | | | - Sara Nasser
- Integrated Cancer Genomics Division, Translational Genomics Research Institute
| | - Tyler Izatt
- Neurogenomics Division, Translational Genomics Research Institute
| | - Daniel Enriquez
- Integrated Cancer Genomics, Translational Genomics Research Institute
| | | | | | | | - Bryce Turner
- Integrated Cancer Genomics Division, Translational Genomics Research Institute
| | | | - Jonathan J Keats
- Integrated Cancer Genomics, Translational Genomics Research Institute
| | - Rebecca F Halperin
- Quantitative Medicine and Systems Biology Division, Translational Genomics Research Institute
| | - Javed Khan
- Genetics Branch, Oncogenomics Section, Center for Cancer Research, National Cancer Institute
| | | | - Jeffrey M Trent
- Division of Integrated Cancer Genomics, Translational Genomics Research Institute
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21
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Wang P, Chen Y, Wang C. Beyond Tumor Mutation Burden: Tumor Neoantigen Burden as a Biomarker for Immunotherapy and Other Types of Therapy. Front Oncol 2021; 11:672677. [PMID: 33996601 PMCID: PMC8117238 DOI: 10.3389/fonc.2021.672677] [Citation(s) in RCA: 55] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Accepted: 04/07/2021] [Indexed: 02/05/2023] Open
Abstract
Immunotherapy has significantly improved the clinical outcome of patients with cancer. However, the immune response rate varies greatly, possibly due to lack of effective biomarkers that can be used to distinguish responders from non-responders. Recently, clinical studies have associated high tumor neoantigen burden (TNB) with improved outcomes in patients treated with immunotherapy. Therefore, TNB has emerged as a biomarker for immunotherapy and other types of therapy. In the present review, the potential application of TNB as a biomarker was evaluated. The methods of neoantigen prediction were summarized and the mechanisms involved in TNB were investigated. The impact of high TNB and increased number of infiltrating immune cells on the efficacy of immunotherapy was also addressed. Finally, the future challenges of TNB were discussed.
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Affiliation(s)
- Peipei Wang
- Department of Biotherapy, Cancer Center, West China Hospital, State Key Laboratory of Biotherapy, Sichuan University, Chengdu, China
| | - Yueyun Chen
- Department of Biotherapy, Cancer Center, West China Hospital, State Key Laboratory of Biotherapy, Sichuan University, Chengdu, China
| | - Chun Wang
- Department of Endocrinology and Metabolism, West China Hospital, Sichuan University, Chengdu, China
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22
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Haltom AR, Toll SA, Cheng D, Maegawa S, Gopalakrishnan V, Khatua S. Medulloblastoma epigenetics and the path to clinical innovation. J Neurooncol 2020; 150:35-46. [PMID: 32816225 DOI: 10.1007/s11060-020-03591-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Accepted: 08/06/2020] [Indexed: 12/30/2022]
Abstract
INTRODUCTION In the last decade, a number of genomic and pharmacological studies have demonstrated the importance of epigenetic dysregulation in medulloblastoma initiation and progression. High throughput approaches including gene expression array, next-generation sequencing (NGS), and methylation profiling have now clearly identified at least four molecular subgroups within medulloblastoma, each with distinct clinical and prognostic characteristics. These studies have clearly shown that despite the overall paucity of mutations, clinically relevant events do occur within the cellular epigenetic machinery. Thus, this review aims to provide an overview of our current understanding of the spectrum of epi-oncogenetic perturbations in medulloblastoma. METHODS Comprehensive review of epigenetic profiles of different subgroups of medulloblastoma in the context of molecular features. Epigenetic regulation is mediated mainly by DNA methylation, histone modifications and microRNAs (miRNA). Importantly, epigenetic mis-events are reversible and have immense therapeutic potential. CONCLUSION The widespread epigenetic alterations present in these tumors has generated intense interest in their use as therapeutic targets. We provide an assessment of the progress that has been made towards the development of molecular subtypes-targeted therapies and the current status of clinical trials that have leveraged these recent advances.
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Affiliation(s)
- Amanda R Haltom
- Division of Pediatrics, The University of Texas, MD Anderson Cancer Center, Houston, TX, USA.,Center for Cancer Epigenetics, The University of Texas, MD Anderson Cancer Center, Houston, TX, USA
| | - Stephanie A Toll
- Division of Pediatric Hematology/Oncology, Department of Pediatrics, Children's Hospital of Michigan, Detroit, USA
| | - Donghang Cheng
- Division of Pediatrics, The University of Texas, MD Anderson Cancer Center, Houston, TX, USA.,Center for Cancer Epigenetics, The University of Texas, MD Anderson Cancer Center, Houston, TX, USA
| | - Shinji Maegawa
- Division of Pediatrics, The University of Texas, MD Anderson Cancer Center, Houston, TX, USA.,Center for Cancer Epigenetics, The University of Texas, MD Anderson Cancer Center, Houston, TX, USA
| | - Vidya Gopalakrishnan
- Division of Pediatrics, The University of Texas, MD Anderson Cancer Center, Houston, TX, USA. .,Department of Molecular and Cellular Oncology, The University of Texas, MD Anderson Cancer Center, Houston, TX, USA. .,Center for Cancer Epigenetics, The University of Texas, MD Anderson Cancer Center, Houston, TX, USA. .,Brain Tumor Center, The University of Texas, MD Anderson Cancer Center, Houston, TX, USA.
| | - Soumen Khatua
- Division of Pediatrics, The University of Texas, MD Anderson Cancer Center, Houston, TX, USA. .,Brain Tumor Center, The University of Texas, MD Anderson Cancer Center, Houston, TX, USA.
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Morisaki T, Hikichi T, Onishi H, Morisaki T, Kubo M, Hirano T, Yoshimura S, Kiyotani K, Nakamura Y. Intranodal Administration of Neoantigen Peptide-loaded Dendritic Cell Vaccine Elicits Epitope-specific T Cell Responses and Clinical Effects in a Patient with Chemorefractory Ovarian Cancer with Malignant Ascites. Immunol Invest 2020; 50:562-579. [PMID: 32660279 DOI: 10.1080/08820139.2020.1778721] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Chemorefractory ovarian cancer has limited therapeutic options. Hence, new types of treatment including neoantigen-specific immunotherapy need to be investigated. Neoantigens represent promising targets for personalized cancer immunotherapy. We here describe the clinical and immunological effects of a neoantigen peptide-loaded DC-based immunotherapy in a patient with recurrent and chemoresistant ovarian cancer. A 71-year-old female patient with chemorefractory ovarian cancer and malignant ascites received intranodal vaccination of DCs loaded with four neoantigen peptides that were predicted by our immunogenomic pipeline. Following four rounds of vaccinations with this therapy, CA-125 levels were remarkably declined and tumor cells in the ascites were also decreased. Concordantly, the tumor-related symptoms such as respiratory discomfort improved without any adverse reactions. The reactivity against one HLA-A2402-restricted neoantigen peptide derived from a mutated PPM1 F protein was detected in lymphocytes from peripheral blood by IFN-γ ELISPOT assay. Furthermore, the neoantigen (PPM1 F mutant)-specific TCRs were detected in the tumor-infiltrating T lymphocytes post-vaccination. Our results showed that vaccination with intranodal injection of neoantigen peptide-loaded DCs may have clinical and immunological impacts on cancer treatment.
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Affiliation(s)
- Takashi Morisaki
- Department of Cancer Immunotherapy, Fukuoka General Cancer Clinic, Fukuoka, Japan
| | - Tetsuro Hikichi
- R & D Department, Cancer Precision Medicine Inc, Kawasaki, Kanagawa, Japan
| | - Hideya Onishi
- Department of Cancer Therapy and Research, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Takafumi Morisaki
- Department of Cancer Immunotherapy, Fukuoka General Cancer Clinic, Fukuoka, Japan.,Department of Surgery and Oncology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Makoto Kubo
- Department of Surgery and Oncology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | | | - Sachiko Yoshimura
- R & D Department, Cancer Precision Medicine Inc, Kawasaki, Kanagawa, Japan
| | - Kazuma Kiyotani
- Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Yusuke Nakamura
- Cancer Precision Medicine Center, Japanese Foundation for Cancer Research, Tokyo, Japan
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Kabir TF, Kunos CA, Villano JL, Chauhan A. Immunotherapy for Medulloblastoma: Current Perspectives. Immunotargets Ther 2020; 9:57-77. [PMID: 32368525 PMCID: PMC7182450 DOI: 10.2147/itt.s198162] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Accepted: 03/29/2020] [Indexed: 12/11/2022] Open
Abstract
Background Immune-mediated therapies have transformed the treatment of metastatic melanoma and renal, bladder, and both small and non-small cell lung carcinomas. However, immunotherapy is yet to demonstrate dramatic results in brain tumors like medulloblastoma for a variety of reasons. Recent pre-clinical and early phase human trials provide encouraging results that may overcome the challenges of central nervous system (CNS) tumors, which include the intrinsic immunosuppressive properties of these cancers, a lack of antigen targets, antigenic variability, and the immune-restrictive site of the CNS. These studies highlight the growing potential of immunotherapy to treat patients with medulloblastoma, a disease that is a frequent cause of morbidity and mortality to children and young adults. Methods We conducted an inclusive review of the PubMed-indexed literature and studies listed in clinicaltrials.gov using combinations of the keywords medulloblastoma, immunotherapy, CNS tumors, brain tumors, vaccines, oncolytic virus, natural killer, and CAR T to identify trials evaluating immunotherapy in preclinical experiments or in patients with medulloblastoma. Given a limited number of investigations using immunotherapy to treat patients with medulloblastoma, 24 studies were selected for final analysis and manuscript citation. Results This review presents results from pre-clinical studies in medulloblastoma cell lines, animal models, and the limited trials involving human patients. Conclusion From our review, we suggest that cancer vaccines, oncolytic viral therapy, natural killer cells, and CAR T therapy hold promise against the innate immunosuppressive properties of medulloblastoma in order to prolong survival. There is an unmet need for immunotherapy regimens that target overexpressed antigens in medulloblastoma tumors. We advocate for more combination treatment clinical trials using conventional surgical and radiochemotherapy approaches in the near-term clinical development.
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Affiliation(s)
- Tanvir F Kabir
- Department of Internal Medicine, University of Louisville, Louisville, KY, USA
| | - Charles A Kunos
- Cancer Therapy Evaluation Program, National Cancer Institute, Bethesda, MD, USA
| | - John L Villano
- Department of Internal Medicine-Medical Oncology, Markey Cancer Center, University of Kentucky, Lexington, KY, USA
| | - Aman Chauhan
- Department of Internal Medicine-Medical Oncology, Markey Cancer Center, University of Kentucky, Lexington, KY, USA
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