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Alfonso JCL, Grass GD, Welsh E, Ahmed KA, Teer JK, Pilon-Thomas S, Harrison LB, Cleveland JL, Mulé JJ, Eschrich SA, Torres-Roca JF, Enderling H. Tumor-immune ecosystem dynamics define an individual Radiation Immune Score to predict pan-cancer radiocurability. Neoplasia 2021; 23:1110-1122. [PMID: 34619428 PMCID: PMC8502777 DOI: 10.1016/j.neo.2021.09.003] [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: 07/15/2021] [Revised: 09/01/2021] [Accepted: 09/02/2021] [Indexed: 01/10/2023] Open
Abstract
Radiotherapy efficacy is the result of radiation-mediated cytotoxicity coupled with stimulation of antitumor immune responses. We develop an in silico 3-dimensional agent-based model of diverse tumor-immune ecosystems (TIES) represented as anti- or pro-tumor immune phenotypes. We validate the model in 10,469 patients across 31 tumor types by demonstrating that clinically detected tumors have pro-tumor TIES. We then quantify the likelihood radiation induces antitumor TIES shifts toward immune-mediated tumor elimination by developing the individual Radiation Immune Score (iRIS). We show iRIS distribution across 31 tumor types is consistent with the clinical effectiveness of radiotherapy, and in combination with a molecular radiosensitivity index (RSI) combines to predict pan-cancer radiocurability. We show that iRIS correlates with local control and survival in a separate cohort of 59 lung cancer patients treated with radiation. In combination, iRIS and RSI predict radiation-induced TIES shifts in individual patients and identify candidates for radiation de-escalation and treatment escalation. This is the first clinically and biologically validated computational model to simulate and predict pan-cancer response and outcomes via the perturbation of the TIES by radiotherapy.
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Affiliation(s)
- Juan C L Alfonso
- Braunschweig Integrated Centre of Systems Biology, Helmholtz Centre for Infection Research, Braunschweig, Germany
| | - G Daniel Grass
- Department of Radiation Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Eric Welsh
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Kamran A Ahmed
- Department of Radiation Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Jamie K Teer
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Shari Pilon-Thomas
- Department of Immunology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Louis B Harrison
- Department of Radiation Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - John L Cleveland
- Department of Tumor Biology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - James J Mulé
- Department of Immunology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Steven A Eschrich
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Javier F Torres-Roca
- Department of Radiation Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Heiko Enderling
- Department of Radiation Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA; Department of Integrated Mathematical Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA; Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA.
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2
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Wigner P, Grębowski R, Bijak M, Saluk-Bijak J, Szemraj J. The Interplay between Oxidative Stress, Inflammation and Angiogenesis in Bladder Cancer Development. Int J Mol Sci 2021; 22:ijms22094483. [PMID: 33923108 PMCID: PMC8123426 DOI: 10.3390/ijms22094483] [Citation(s) in RCA: 54] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2021] [Revised: 04/18/2021] [Accepted: 04/22/2021] [Indexed: 02/07/2023] Open
Abstract
In 2018, 550,000 people were diagnosed with bladder cancer (BC), of which nearly 200,000 people died. Moreover, men are 4 times more likely than women to be diagnosed with BC. The risk factors include exposure to environmental and occupational chemicals, especially tobacco smoke, benzidine and genetic factors. Despite numerous studies, the molecular basis of BC development remains unclear. A growing body of evidence suggests that inflammation, oxidant-antioxidant imbalance and angiogenesis disorders may play a significant role in the development and progression of bladder cancer. The patients with bladder cancer were characterised by an increased level of reactive oxygen species (ROS), the products of lipid peroxidation, proinflammatory cytokines and proangiogenic factors as compared to controls. Furthermore, it was shown that polymorphisms localised in genes associated with these pathways may modulate the risk of BC. Interestingly, ROS overproduction may induce the production of proinflammatory cytokines, which finally activated angiogenesis. Moreover, the available literature shows that both inflammation and oxidative stress may lead to activation of angiogenesis and tumour progression in BC patients.
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Affiliation(s)
- Paulina Wigner
- Department of General Biochemistry, Faculty of Biology and Environmental Protection, University of Lodz, 90-236 Lodz, Poland;
- Correspondence: ; Tel.: +48-42-635-44-85; Fax: +48-42-635-44-84
| | - Radosław Grębowski
- Department of Urology, Provincial Integrated Hospital in Plock, 09-400 Plock, Poland;
- Department of Medical Biochemistry, Medical University of Lodz, 92-216 Lodz, Poland;
| | - Michał Bijak
- Biohazard Prevention Centre, Faculty of Biology and Environmental Protection, University of Lodz, 90-236 Lodz, Poland;
| | - Joanna Saluk-Bijak
- Department of General Biochemistry, Faculty of Biology and Environmental Protection, University of Lodz, 90-236 Lodz, Poland;
| | - Janusz Szemraj
- Department of Medical Biochemistry, Medical University of Lodz, 92-216 Lodz, Poland;
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3
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A small cytotoxic peptide from frog elicits potent antitumor immunity to prevent local tumor growth and metastases. Future Med Chem 2019; 11:2505-2525. [DOI: 10.4155/fmc-2019-0100] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Aim: Anticancer immunochemotherapy represents an attractive paradigm to improve therapeutic responses and reduce side effects. Results & methodology: Here, we show that a naturally occurring host defense peptide, HN-1 inhibited multiple malignant cells proliferation and tumor growth in a xenografted human breast tumor model. Acting through MAPK/NF-κB pathways, HN-1 induced a caspase-independent mitochondrial apoptosis, as indicated by a p53-dependent increase of Bax/Bcl-2 ratio and the nuclear translocation of apoptosis inducing factor. Besides, HN-1 augmented CD4+/CD8+ T cells in 4T1 mammary carcinoma model, by enhancing the serum levels of cancer immunity-associated effectors. Meanwhile, HN-1 decreased the angiogenesis and infiltration of the tumor-associated macrophages. Conclusion: HN-1 induces caspase-independent cancer cells apoptosis and boosts cancer-resolving immunity without inducing potentially harmful pro-inflammatory responses.
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4
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Spring BQ, Lang RT, Kercher EM, Rizvi I, Wenham RM, Conejo-Garcia JR, Hasan T, Gatenby RA, Enderling H. Illuminating the Numbers: Integrating Mathematical Models to Optimize Photomedicine Dosimetry and Combination Therapies. FRONTIERS IN PHYSICS 2019; 7:46. [PMID: 31123672 PMCID: PMC6529192 DOI: 10.3389/fphy.2019.00046] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Cancer photomedicine offers unique mechanisms for inducing local tumor damage with the potential to stimulate local and systemic anti-tumor immunity. Optically-active nanomedicine offers these features as well as spatiotemporal control of tumor-focused drug release to realize synergistic combination therapies. Achieving quantitative dosimetry is a major challenge, and dosimetry is fundamental to photomedicine for personalizing and tailoring therapeutic regimens to specific patients and anatomical locations. The challenge of dosimetry is perhaps greater for photomedicine than many standard therapies given the complexity of light delivery and light-tissue interactions as well as the resulting photochemistry responsible for tumor damage and drug-release, in addition to the usual intricacies of therapeutic agent delivery. An emerging multidisciplinary approach in oncology utilizes mathematical and computational models to iteratively and quantitively analyze complex dosimetry, and biological response parameters. These models are parameterized by preclinical and clinical observations and then tested against previously unseen data. Such calibrated and validated models can be deployed to simulate treatment doses, protocols, and combinations that have not yet been experimentally or clinically evaluated and can provide testable optimal treatment outcomes in a practical workflow. Here, we foresee the utility of these computational approaches to guide adaptive therapy, and how mathematical models might be further developed and integrated as a novel methodology to guide precision photomedicine.
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Affiliation(s)
- Bryan Q. Spring
- Translational Biophotonics Cluster, Northeastern University, Boston, MA, United States
- Department of Physics, Northeastern University, Boston, MA, United States
- Department of Bioengineering, Northeastern University, Boston, MA, United States
| | - Ryan T. Lang
- Translational Biophotonics Cluster, Northeastern University, Boston, MA, United States
- Department of Physics, Northeastern University, Boston, MA, United States
| | - Eric M. Kercher
- Translational Biophotonics Cluster, Northeastern University, Boston, MA, United States
- Department of Physics, Northeastern University, Boston, MA, United States
| | - Imran Rizvi
- Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State University, Chapel Hill, NC, United States
- Lineberger Comprehensive Cancer Center, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Robert M. Wenham
- Department of Gynecologic Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, United States
| | - José R. Conejo-Garcia
- Department of Immunology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, United States
| | - Tayyaba Hasan
- Wellman Center for Photomedicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA, United States
- Division of Health Sciences and Technology, Harvard University and Massachusetts Institute of Technology, Cambridge, MA, United States
| | - Robert A. Gatenby
- Department of Diagnostic Imaging and Interventional Radiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, United States
- Department of Integrated Mathematical Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, United States
| | - Heiko Enderling
- Department of Integrated Mathematical Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, United States
- Department of Radiation Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, United States
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Koinis F, Vetsika EK, Aggouraki D, Skalidaki E, Koutoulaki A, Gkioulmpasani M, Georgoulias V, Kotsakis A. Effect of First-Line Treatment on Myeloid-Derived Suppressor Cells’ Subpopulations in the Peripheral Blood of Patients with Non–Small Cell Lung Cancer. J Thorac Oncol 2016; 11:1263-1272. [DOI: 10.1016/j.jtho.2016.04.026] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2016] [Revised: 04/18/2016] [Accepted: 04/21/2016] [Indexed: 10/21/2022]
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6
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Celik S, Logsdon BA, Battle S, Drescher CW, Rendi M, Hawkins RD, Lee SI. Extracting a low-dimensional description of multiple gene expression datasets reveals a potential driver for tumor-associated stroma in ovarian cancer. Genome Med 2016; 8:66. [PMID: 27287041 PMCID: PMC4902951 DOI: 10.1186/s13073-016-0319-7] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2016] [Accepted: 05/18/2016] [Indexed: 12/22/2022] Open
Abstract
Patterns in expression data conserved across multiple independent disease studies are likely to represent important molecular events underlying the disease. We present the INSPIRE method to infer modules of co-expressed genes and the dependencies among the modules from multiple expression datasets that may contain different sets of genes. We show that INSPIRE infers more accurate models than existing methods to extract low-dimensional representation of expression data. We demonstrate that applying INSPIRE to nine ovarian cancer datasets leads to a new marker and potential driver of tumor-associated stroma, HOPX, followed by experimental validation. The implementation of INSPIRE is available at http://inspire.cs.washington.edu .
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Affiliation(s)
- Safiye Celik
- Department of Computer Science & Engineering, University of Washington, Seattle, WA, USA
| | | | - Stephanie Battle
- Department of Genome Sciences, University of Washington, Seattle, WA, USA
| | - Charles W Drescher
- Translational Research Program, Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Mara Rendi
- Department of Anatomic Pathology, University of Washington, Seattle, WA, USA
| | - R David Hawkins
- Department of Genome Sciences, University of Washington, Seattle, WA, USA
- Medical Genetics, Department of Medicine, University of Washington, Seattle, WA, USA
| | - Su-In Lee
- Department of Computer Science & Engineering, University of Washington, Seattle, WA, USA.
- Department of Genome Sciences, University of Washington, Seattle, WA, USA.
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8
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Qian X, Chen H, Wu X, Hu L, Huang Q, Jin Y. Interleukin-17 acts as double-edged sword in anti-tumor immunity and tumorigenesis. Cytokine 2016; 89:34-44. [PMID: 26883678 DOI: 10.1016/j.cyto.2015.09.011] [Citation(s) in RCA: 100] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2015] [Revised: 09/13/2015] [Accepted: 09/14/2015] [Indexed: 12/13/2022]
Abstract
Interleukin-17 (IL-17), a proinflammatory cytokine, mainly produced by Th17 cells, participates in both innate and adaptive immune responses and is involved in various diseases, including infectious diseases, autoimmune disorders and cancer. Emerging evidence indicates that IL-17 not only has an oncogenic role in tumorigenesis by regulating tumor angiogenesis and enhancing tumor immune evasion but also exerts anti-tumor functions by enhancing natural killer (NK) cells and cytotoxic T lymphocytes (CTLs) activation and through the recruitment of neutrophils, NK cells and CD4+ and CD8+ T cells to tumor tissue. In this review, we provide an overview on the basic biology of IL-17 and recent findings regarding its enigmatic double-edged features in tumorigenesis, with special attention to the roles of IL-17 produced by tumor cells interacting with other factors in the tumor microenvironment.
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Affiliation(s)
- Xin Qian
- Department of Respiratory Medicine, Taihe Hospital, Hubei University of Medicine, No. 32, South Renmin Road, Shiyan 44200, Hubei Province, China.
| | - Hankui Chen
- Rush University Cancer Center, Chicago, IL 60612, USA.
| | - Xiaofeng Wu
- Department of Respiratory Medicine, Taihe Hospital, Hubei University of Medicine, No. 32, South Renmin Road, Shiyan 44200, Hubei Province, China.
| | - Ling Hu
- Tianyou Hospital Affiliated to Wuhan University of Science and Technology, Wuhan 430064, China.
| | - Qi Huang
- Department of Respiratory Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan 430022, PR China.
| | - Yang Jin
- Department of Respiratory Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1277 Jiefang Avenue, Wuhan 430022, PR China.
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9
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Campa MJ, Moody MA, Zhang R, Liao HX, Gottlin EB, Patz EF. Interrogation of individual intratumoral B lymphocytes from lung cancer patients for molecular target discovery. Cancer Immunol Immunother 2016; 65:171-80. [PMID: 26739486 PMCID: PMC11028467 DOI: 10.1007/s00262-015-1787-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2015] [Accepted: 12/17/2015] [Indexed: 12/18/2022]
Abstract
Intratumoral B lymphocytes are an integral part of the lung tumor microenvironment. Interrogation of the antibodies they express may improve our understanding of the host response to cancer and could be useful in elucidating novel molecular targets. We used two strategies to explore the repertoire of intratumoral B cell antibodies. First, we cloned VH and VL genes from single intratumoral B lymphocytes isolated from one lung tumor, expressed the genes as recombinant mAbs, and used the mAbs to identify the cognate tumor antigens. The Igs derived from intratumoral B cells demonstrated class switching, with a mean VH mutation frequency of 4%. Although there was no evidence for clonal expansion, these data are consistent with antigen-driven somatic hypermutation. Individual recombinant antibodies were polyreactive, although one clone demonstrated preferential immunoreactivity with tropomyosin 4 (TPM4). We found that higher levels of TPM4 antibodies were more common in cancer patients, but measurement of TPM4 antibody levels was not a sensitive test for detecting cancer. Second, in an effort to focus our recombinant antibody expression efforts on those B cells that displayed evidence of clonal expansion driven by antigen stimulation, we performed deep sequencing of the Ig genes of B cells collected from seven different tumors. Deep sequencing demonstrated somatic hypermutation but no dominant clones. These strategies may be useful for the study of B cell antibody expression, although identification of a dominant clone and unique therapeutic targets may require extensive investigation.
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Affiliation(s)
- Michael J Campa
- Department of Radiology, Duke University Medical Center, Box 3808, Durham, NC, 27710, USA
| | - M Anthony Moody
- Department of Pediatrics, Duke University Medical Center, Durham, NC, 27710, USA
- Department of Duke Human Vaccine Institute, Duke University Medical Center, Durham, NC, 27710, USA
| | - Ruijun Zhang
- Department of Duke Human Vaccine Institute, Duke University Medical Center, Durham, NC, 27710, USA
| | - Hua-Xin Liao
- Department of Duke Human Vaccine Institute, Duke University Medical Center, Durham, NC, 27710, USA
- Department of Medicine, Duke University Medical Center, Durham, NC, 27710, USA
| | - Elizabeth B Gottlin
- Department of Radiology, Duke University Medical Center, Box 3808, Durham, NC, 27710, USA
| | - Edward F Patz
- Department of Radiology, Duke University Medical Center, Box 3808, Durham, NC, 27710, USA.
- Department of Pharmacology and Cancer Biology, Duke University Medical Center, Durham, NC, 27710, USA.
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Lievense L, Aerts J, Hegmans J. Immune Therapy. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2016; 893:59-90. [PMID: 26667339 DOI: 10.1007/978-3-319-24223-1_4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Lung cancer has long been considered an unsuitable target for immunotherapy due to its proposed immunoresistant properties. However, recent evidence has shown that anti-tumor immune responses can occur in lung cancer patients, paving the way for lung cancer as a novel target for immunotherapy. In order to take full advantage of the potential of immunotherapy, research is focusing on the presence and function of various immunological cell types in the tumor microenvironment. Immune cells which facilitate or inhibit antitumor responses have been identified and their prognostic value in lung cancer has been established. Knowledge regarding these pro- and anti-tumor immune cells and their mechanisms of action has facilitated the identification of numerous potential immunotherapeutic strategies and opportunities for intervention. A plethora of immunotherapeutic approaches is currently being developed and studied in lung cancer patients and phase 3 clinical trials are ongoing. Many different immunotherapies have shown promising clinical effects in patients with limited and advanced stage lung cancer, however, future years will have to tell whether immunotherapy will earn its place in the standard treatment of lung cancer.
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Affiliation(s)
- Lysanne Lievense
- Department of Pulmonary Medicine, Erasmus MC Cancer Institute, Dr. Molewaterplein 50, Rotterdam, 3015 GD, The Netherlands
| | - Joachim Aerts
- Department of Pulmonary Medicine, Erasmus MC Cancer Institute, Dr. Molewaterplein 50, Rotterdam, 3015 GD, The Netherlands
| | - Joost Hegmans
- Department of Pulmonary Medicine, Erasmus MC Cancer Institute, Dr. Molewaterplein 50, Rotterdam, 3015 GD, The Netherlands.
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Stereotactic body radiation therapy and intensity modulated radiation therapy induce different plasmatic cytokine changes in non-small cell lung cancer patients: a pilot study. Clin Transl Oncol 2015; 18:1003-10. [PMID: 26687367 DOI: 10.1007/s12094-015-1473-x] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2015] [Accepted: 12/08/2015] [Indexed: 12/22/2022]
Abstract
PURPOSE To assess kinetics of plasmatic cytokines during radiation therapy (RT) for locally advanced and early-stage non-small cell lung cancer (NSCLC). METHODS This prospective study was conducted on 15 early-stage NSCLC underwent to extreme hypofractionated regimen (52 Gy in 8 fractions) with stereotactic body RT (SBRT), and 13 locally advanced NSCLC underwent to radical moderated hypofractionated regimen (60 Gy in 25 fractions) with intensity modulated RT (IMRT). For patients undergoing SBRT, peripheral blood samples were collected on the first day of SBRT (TFd), the last day (TLd) and 45 days (T45d) after the end of SBRT. For patients undergoing IMRT, blood samples were collected at: TFd, 2 weeks (T2w), 4 weeks (T4w), TLd, and T45d. The following cytokines were measured: IL-1, IL-1ra, IL-2, IL-4, IL-5, IL-6, IL-7, IL-8, IL-10, IL-12, IL-13, IL-15, IL-17A, EGF, FGF-2, INF-γ, MIP-1α, MIP-1β, TGF-α, TNF-α, and VEGF. Cytokine levels measured in different RT time and compared. RESULTS No difference in baseline levels of cytokines was documented between patient radiation approaches (except for MIP-1α). For SBRT patients, a mean reduction of IL-10 and IL-17 plasma level was documented between TLd and TFd, respectively (p < 0.05). For IMRT patients, a statistically significant (p < 0.05) mean plasma level reduction was documented between T4w and TFd for all the following cytokines: IL-1, IL-1ra, IL-2, IL-12, FGF-2, MIP-1α, MIP-1β, TGF-α, TNF-α, VEGF. CONCLUSIONS SBRT and IMRT induce different plasmatic cytokine changes in NSCLC patients, supporting hypothesis that RT regimes of dose schedules and techniques have different impacts on the host immune response.
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12
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de Goeje PL, Bezemer K, Heuvers ME, Dingemans AMC, Groen HJ, Smit EF, Hoogsteden HC, Hendriks RW, Aerts JG, Hegmans JP. Immunoglobulin-like transcript 3 is expressed by myeloid-derived suppressor cells and correlates with survival in patients with non-small cell lung cancer. Oncoimmunology 2015; 4:e1014242. [PMID: 26140237 PMCID: PMC4485803 DOI: 10.1080/2162402x.2015.1014242] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2014] [Revised: 01/26/2015] [Accepted: 01/27/2015] [Indexed: 12/31/2022] Open
Abstract
Myeloid-derived suppressor cells (MDSCs) play an important role in immune suppression and accumulate under pathologic conditions such as cancer and chronic inflammation. They comprise a heterogeneous population of immature myeloid cells that exert their immunosuppressive function via a variety of mechanisms. Immunoglobulin-like transcript 3 (ILT3) is a receptor containing immunoreceptor tyrosine-based inhibition motifs (ITIMs) that can be expressed on antigen-presenting cells and is an important regulator of dendritic cell tolerance. ILT3 exists in a membrane-bound and a soluble form and can interact with a yet unidentified ligand on T cells and thereby induce T-cell anergy, regulatory T cells, or T suppressor cells. In this study, we analyzed freshly isolated peripheral blood mononuclear cells (PBMCs) of 105 patients with non-small cell lung cancer and 20 healthy controls and demonstrated for the first time that ILT3 is expressed on MDSCs. We show that increased levels of circulating MDSCs correlate with reduced survival. On the basis of ILT3 cell surface expression, an ILT3low and ILT3high population of polymorphonuclear (PMN)-MDSCs could be distinguished. Interestingly, in line with the immunosuppressive function of ILT3 on dendritic cells, patients with an increased proportion of PMN-MDSCs and an increased fraction of the ILT3high subset had a shorter median survival than patients with elevated PMN-MDSC and a smaller ILT3high fraction. No correlation between the ILT3high subset and other immune variables was found. ILT3 expressed on MDSCs might reflect a previously unknown mechanism by which this cell population induces immune suppression and could therefore be an attractive target for immune intervention.
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Key Words
- APC, antigen-presenting cell
- CD85k
- DC, dendritic cell
- ELISA, enzyme-linked immunosorbent assay
- HC, healthy control
- ILT3, immunoglobulin-like transcript 3
- LILRB4
- LIR-5
- MDSC, myeloid-derived suppressor cell
- MFI, mean fluorescence intensity
- MO-MDSC, monocytic MDSC
- NFκB, nuclear factor κB
- NSCLC, non-small cell lung carcinoma
- PBMC, peripheral blood mononuclear cell
- PMN-MDSC, polymorphonuclear MDSC
- Treg, regulatory T cell
- Ts, T suppressor cell
- immune suppression
- immunoglobulin-like transcript 3
- myeloid-derived suppressor cells
- non-small cell lung cancer
- overall survival
- sILT3, soluble ILT3
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Affiliation(s)
- Pauline L de Goeje
- Erasmus MC Cancer Institute; Department of Pulmonary Medicine; Rotterdam, The Netherlands
| | - Koen Bezemer
- Erasmus MC Cancer Institute; Department of Pulmonary Medicine; Rotterdam, The Netherlands
| | - Marlies E Heuvers
- Erasmus MC Cancer Institute; Department of Pulmonary Medicine; Rotterdam, The Netherlands
| | - Anne-Marie C Dingemans
- Maastricht University Medical Center; Department of Pulmonary Medicine; Maastricht, The Netherlands
| | - Harry Jm Groen
- University of Groningen and University Medical Center Groningen; Department of Pulmonary Medicine; Groningen, The Netherlands
| | - Egbert F Smit
- VU University Medical Center; Department of Pulmonary Medicine; Amsterdam, The Netherlands
- Current address: Netherlands Cancer Institute; Department of Thoracic Oncology; Amsterdam, The Netherlands
| | - Henk C Hoogsteden
- Erasmus MC Cancer Institute; Department of Pulmonary Medicine; Rotterdam, The Netherlands
| | - Rudi W Hendriks
- Erasmus MC Cancer Institute; Department of Pulmonary Medicine; Rotterdam, The Netherlands
| | - Joachim Gjv Aerts
- Erasmus MC Cancer Institute; Department of Pulmonary Medicine; Rotterdam, The Netherlands
- Amphia Hospital; Department of Pulmonary Medicine; Breda, The Netherlands
| | - Joost Pjj Hegmans
- Erasmus MC Cancer Institute; Department of Pulmonary Medicine; Rotterdam, The Netherlands
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Aerts JG, Lievense LA, Hoogsteden HC, Hegmans JP. Immunotherapy prospects in the treatment of lung cancer and mesothelioma. Transl Lung Cancer Res 2015; 3:34-45. [PMID: 25806279 DOI: 10.3978/j.issn.2218-6751.2013.11.04] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2013] [Accepted: 11/25/2013] [Indexed: 12/18/2022]
Abstract
A very recent finding is the role of immune activation in cancer. The assumption that stimulating the patient's immune system to attack tumors is a valuable treatment option in malignant diseases has gained more acceptance. However the high immunosuppressive effects caused by the tumor limits this beneficial effect. There is a delicate balance between immunoactivation and immunosuppression in a patient. Especially in non small cell lung cancer (NSCLC), the role of immunosuppressive cells hampering immune activation is high. But also in small cell lung cancer (SCLC) and mesothelioma immunosuppressive activity is high. This is suggested to be related to the type of tumor, advanced stage of the disease, and the tumor load. In this review, we provide an overview of the progress and challenges in the immunotherapeutic approaches in lung cancer. We conclude with the concept that immunotherapy in thoracic malignancies must be tailored made to the balance of the immune system.
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Affiliation(s)
- Joachim G Aerts
- 1 Department of Pulmonary Medicine, Erasmus MC Cancer Institute, Rotterdam, The Netherlands ; 2 Department of Pulmonary Diseases, Amphia Hospital Breda, The Netherlands
| | - Lysanne A Lievense
- 1 Department of Pulmonary Medicine, Erasmus MC Cancer Institute, Rotterdam, The Netherlands ; 2 Department of Pulmonary Diseases, Amphia Hospital Breda, The Netherlands
| | - Henk C Hoogsteden
- 1 Department of Pulmonary Medicine, Erasmus MC Cancer Institute, Rotterdam, The Netherlands ; 2 Department of Pulmonary Diseases, Amphia Hospital Breda, The Netherlands
| | - Joost P Hegmans
- 1 Department of Pulmonary Medicine, Erasmus MC Cancer Institute, Rotterdam, The Netherlands ; 2 Department of Pulmonary Diseases, Amphia Hospital Breda, The Netherlands
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Frick A, Fedoriw Y, Richards K, Damania B, Parks B, Suzuki O, Benton CS, Chan E, Thomas RS, Wiltshire T. Immune cell-based screening assay for response to anticancer agents: applications in pharmacogenomics. PHARMACOGENOMICS & PERSONALIZED MEDICINE 2015; 8:81-98. [PMID: 25897258 PMCID: PMC4397719 DOI: 10.2147/pgpm.s73312] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND Interpatient variability in immune and chemotherapeutic cytotoxic responses is likely due to complex genetic differences and is difficult to ascertain in humans. Through the use of a panel of genetically diverse mouse inbred strains, we developed a drug screening platform aimed at examining interstrain differences in viability on normal, noncancerous immune cells following chemotherapeutic cytotoxic insult. Drug effects were investigated by comparing selective chemotherapeutic agents, such as BEZ-235 and selumetinib, against conventional cytotoxic agents targeting multiple pathways, including doxorubicin and idarubicin. METHODS Splenocytes were isolated from 36 isogenic strains of mice using standard procedures. Of note, the splenocytes were not stimulated to avoid attributing responses to pathways involved with cellular stimulation rather than toxicity. Cells were incubated with compounds on a nine-point logarithmic dosing scale ranging from 15 nM to 100 μM (37°C, 5% CO2). At 4 hours posttreatment, cells were labeled with antibodies and physiological indicator dyes and fixed with 4% paraformaldehyde. Cellular phenotypes (eg, viability) were collected and analyzed using flow cytometry. Dose-response curves with response normalized to the zero dose as a function of log concentration were generated using GraphPad Prism 6. RESULTS Phenotypes were quantified using flow cytometry, yielding interstrain variation for measured endpoints in different immune cells. The flow cytometry assays produced over 16,000 data points that were used to generate dose-response curves. The more targeted agents, BEZ-235 and selumetinib, were less toxic to immune cells than the anthracycline agents. The calculated heritability for the viability of immune cells was higher with anthracyclines than the novel agents, making them better suited for downstream genetic analysis. CONCLUSION Using this approach, we identify cell lines of variable sensitivity to chemotherapeutic agents and aim to identify robust, replicable endpoints of cellular response to drugs that provide the starting point for identifying candidate genes and cellular toxicity pathways for future validation in human studies.
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Affiliation(s)
- Amber Frick
- Division of Pharmacotherapy and Experimental Therapeutics, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA
| | - Yuri Fedoriw
- Department of Pathology and Laboratory Medicine, School of Medicine, University of North Carolina, Chapel Hill, NC, USA
| | - Kristy Richards
- Lineberger Comprehensive Cancer Center, School of Medicine, University of North Carolina, Chapel Hill, NC, USA ; Department of Genetics, School of Medicine, University of North Carolina, Chapel Hill, NC, USA
| | - Blossom Damania
- Lineberger Comprehensive Cancer Center, School of Medicine, University of North Carolina, Chapel Hill, NC, USA ; Department of Microbiology and Immunology, School of Medicine, University of North Carolina, Chapel Hill, NC, USA
| | - Bethany Parks
- The Hamner Institutes for Health Sciences, Research Triangle Park, NC, USA
| | - Oscar Suzuki
- Division of Pharmacotherapy and Experimental Therapeutics, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA
| | - Cristina S Benton
- Division of Pharmacotherapy and Experimental Therapeutics, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA
| | - Emmanuel Chan
- Division of Pharmacotherapy and Experimental Therapeutics, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA
| | - Russell S Thomas
- Environmental Protection Agency, Research Triangle Park, NC, USA
| | - Tim Wiltshire
- Division of Pharmacotherapy and Experimental Therapeutics, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA ; Lineberger Comprehensive Cancer Center, School of Medicine, University of North Carolina, Chapel Hill, NC, USA
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Hegmans JPJJ, Aerts JGJV. Immunomodulation in cancer. Curr Opin Pharmacol 2014; 17:17-21. [DOI: 10.1016/j.coph.2014.06.007] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2014] [Revised: 06/11/2014] [Accepted: 06/14/2014] [Indexed: 12/12/2022]
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Scherpereel A, Grigoriu BD, Noppen M, Gey T, Chahine B, Baldacci S, Trauet J, Copin MC, Dessaint JP, Porte H, Labalette M. Defect in recruiting effector memory CD8+ T-cells in malignant pleural effusions compared to normal pleural fluid. BMC Cancer 2013; 13:324. [PMID: 23816056 PMCID: PMC3718618 DOI: 10.1186/1471-2407-13-324] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2013] [Accepted: 06/28/2013] [Indexed: 02/06/2023] Open
Abstract
Background Malignant pleural effusions (MPE) are a common and fatal complication in cancers including lung or breast cancers, or malignant pleural mesothelioma (MPM). MPE animal models and immunotherapy trials in MPM patients previously suggested defects of the cellular immunity in MPE. However only few observational studies of the immune response were done in MPM patients, using questionable control groups (transudate…). Methods We compared T cell populations evaluated by flow cytometry from blood and pleural effusion of untreated patients with MPM (n = 58), pleural metastasis of adenocarcinoma (n = 30) or with benign pleural lesions associated with asbestos exposure (n = 23). Blood and pleural fluid were also obtained from healthy subjects, providing normal values for T cell populations. Results Blood CD4+ or CD8+ T cells percentages were similar in all groups of patients or healthy subjects. Whereas pleural fluid from healthy controls contained mainly CD8+ T cells, benign or malignant pleural effusions included mainly CD4+ T cells. Effector memory T cells were the main T cell subpopulation in pleural fluid from healthy subjects. In contrast, there was a striking and selective recruitment of central memory CD4+ T cells in MPE, but not of effector cells CD8+ T cells or NK cells in the pleural fluid as one would expect in order to obtain an efficient immune response. Conclusions Comparing for the first time MPE to pleural fluid from healthy subjects, we found a local defect in recruiting effector CD8+ T cells, which may be involved in the escape of tumor cells from immune response. Further studies are needed to characterize which subtypes of effector CD8+ T cells are involved, opening prospects for cell therapy in MPE and MPM.
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Hegmans JP, Aerts JG. Immunological profiling as a means to invigorate personalized cancer therapy. Oncoimmunology 2013; 2:e25236. [PMID: 24167762 PMCID: PMC3805634 DOI: 10.4161/onci.25236] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2013] [Accepted: 05/31/2013] [Indexed: 12/22/2022] Open
Abstract
Immunotherapy has taken off but has not yet reached its cruising altitude and is certainly far from its final destination. Identifying the unique immunological profile of individual cancer patients will provide critical clues for the design of optimal strategies that rectify tumor-induced immune imbalances.
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Lievense L, Bezemer K, Aerts J, Hegmans J. Tumor-associated macrophages in thoracic malignancies. Lung Cancer 2013; 80:256-62. [DOI: 10.1016/j.lungcan.2013.02.017] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2012] [Revised: 02/16/2013] [Accepted: 02/18/2013] [Indexed: 01/07/2023]
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