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Masum MHU, Wajed S, Hossain MI, Moumi NR, Talukder A, Rahman MM. An mRNA vaccine for pancreatic cancer designed by applying in silico immunoinformatics and reverse vaccinology approaches. PLoS One 2024; 19:e0305413. [PMID: 38976715 PMCID: PMC11230540 DOI: 10.1371/journal.pone.0305413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2024] [Accepted: 05/30/2024] [Indexed: 07/10/2024] Open
Abstract
Pancreatic ductal adenocarcinoma is the most prevalent pancreatic cancer, which is considered a significant global health concern. Chemotherapy and surgery are the mainstays of current pancreatic cancer treatments; however, a few cases are suitable for surgery, and most of the cases will experience recurrent episodes. Compared to DNA or peptide vaccines, mRNA vaccines for pancreatic cancer have more promise because of their delivery, enhanced immune responses, and lower proneness to mutation. We constructed an mRNA vaccine by analyzing S100 family proteins, which are all major activators of receptors for advanced glycation end products. We applied immunoinformatic approaches, including physicochemical properties analysis, structural prediction and validation, molecular docking study, in silico cloning, and immune simulations. The designed mRNA vaccine was estimated to have a molecular weight of 165023.50 Da and was highly soluble (grand average of hydropathicity of -0.440). In the structural assessment, the vaccine seemed to be a well-stable and functioning protein (Z score of -8.94). Also, the docking analysis suggested that the vaccine had a high affinity for TLR-2 and TLR-4 receptors. Additionally, the molecular mechanics with generalized Born and surface area solvation analysis of the "Vaccine-TLR-2" (-141.07 kcal/mol) and "Vaccine-TLR-4" (-271.72 kcal/mol) complexes also suggests a strong binding affinity for the receptors. Codon optimization also provided a high expression level with a GC content of 47.04% and a codon adaptation index score 1.0. The appearance of memory B-cells and T-cells was also observed over a while, with an increased level of helper T-cells and immunoglobulins (IgM and IgG). Moreover, the minimum free energy of the mRNA vaccine was predicted at -1760.00 kcal/mol, indicating the stability of the vaccine following its entry, transcription, and expression. This hypothetical vaccine offers a groundbreaking tool for future research and therapeutic development of pancreatic cancer.
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Affiliation(s)
- Md Habib Ullah Masum
- Department of Microbiology, Noakhali Science and Technology University, Noakhali, Bangladesh
- Microbiology, Cancer and Bioinformatics Research Group, Noakhali Science and Technology University, Noakhali, Bangladesh
| | - Shah Wajed
- Department of Microbiology, Noakhali Science and Technology University, Noakhali, Bangladesh
- Microbiology, Cancer and Bioinformatics Research Group, Noakhali Science and Technology University, Noakhali, Bangladesh
- Infectiology: Biology of Infectious Diseases, Universite Paris-Saclay, Gif-sur-Yvette, France
| | - Md Imam Hossain
- Department of Microbiology, Noakhali Science and Technology University, Noakhali, Bangladesh
| | - Nusrat Rahman Moumi
- Medical Sciences, University of Central Lancashire, Preston, Lancashire, United Kingdom
| | - Asma Talukder
- Microbiology, Cancer and Bioinformatics Research Group, Noakhali Science and Technology University, Noakhali, Bangladesh
- Department of Biotechnology and Genetic Engineering, Noakhali Science and Technology University, Noakhali, Bangladesh
- School of Pharmacy and Medical Sciences, and Menzies Health Institute Queensland, Griffith University, Brisbane, Queensland, Australia
| | - Md Mijanur Rahman
- Department of Microbiology, Noakhali Science and Technology University, Noakhali, Bangladesh
- Microbiology, Cancer and Bioinformatics Research Group, Noakhali Science and Technology University, Noakhali, Bangladesh
- School of Pharmacy and Medical Sciences, and Menzies Health Institute Queensland, Griffith University, Brisbane, Queensland, Australia
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Bernhardt GV, Bernhardt K, Shivappa P, Pinto JRT. Immunoinformatic prediction to identify Staphylococcus aureus peptides that bind to CD8+ T-cells as potential vaccine candidates. Vet World 2024; 17:1413-1422. [PMID: 39077442 PMCID: PMC11283606 DOI: 10.14202/vetworld.2024.1413-1422] [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: 03/15/2024] [Accepted: 06/04/2024] [Indexed: 07/31/2024] Open
Abstract
Background and Aim Staphylococcus aureus, with its diverse virulence factors and immune response evasion mechanisms, presents a formidable challenge as an opportunistic pathogen. Developing an effective vaccine against S. aureus has proven elusive despite extensive efforts. Autologous Staphylococcus lysate (ASL) treatment has proven effective in triggering an immune response against bovine mastitis. Peptides that stimulate the immune response can be the subject of further research. The study aimed to use immunoinformatics tools to identify epitopes on S. aureus surface and secretory proteins that can bind to major histocompatibility complex class I (MHC I) and CD8+ T-cells. This method aids in discovering prospective vaccine candidates and elucidating the rationale behind ASL therapy's efficacy. Materials and Methods Proteins were identified using both literature search and the National Center for Biotechnology Information search engine Entrez. Self and non-self peptides, allergenicity predictions, epitope locations, and physicochemical characteristics were determined using sequence alignment, AllerTOP, SVMTriP, and Protein-Sol tools. Hex was employed for simulating the docking interactions between S. aureus proteins and the MHC I + CD8+ T-cells complex. The binding sites of S. aureus proteins were assessed using Computer Atlas of Surface Topography of Proteins (CASTp) while docked with MHC I and CD8+ T-cells. Results Nine potential S. aureus peptides and their corresponding epitopes were identified in this study, stimulating cytotoxic T-cell mediated immunity. The peptides were analyzed for similarity with self-antigens and allergenicity. 1d20, 2noj, 1n67, 1nu7, 1amx, and 2b71, non-self and stable, are potential elicitors of the cytotoxic T-cell response. The energy values from docking simulations of peptide-MHC I complexes with the CD8+ and T-cell receptor (TCR) indicate the stability and strength of the formed complexes. These peptides - 2noj, 1d20, 1n67, 2b71, 1nu7, 1yn3, 1amx, 2gi9, and 1edk - demonstrated robust MHC I binding, as evidenced by their low binding energies. Peptide 2gi9 exhibited the lowest energy value, followed by 2noj, 1nu7, 1n67, and 1d20, when docked with MHC I and CD8 + TCR, suggesting a highly stable complex. CASTp analysis indicated substantial binding pockets in the docked complexes, with peptide 1d20 showing the highest values for area and volume, suggesting its potential as an effective elicitor of immunological responses. These peptides - 2noj, 2gi9, 1d20, and 1n67 - stand out for vaccine development and T-cell activation against S. aureus. Conclusion This study sheds light on the design and development of S. aureus vaccines, highlighting the significance of employing computational methods in conjunction with experimental verification. The significance of T-cell responses in combating S. aureus infections is emphasized by this study. More experiments are needed to confirm the effectiveness of these vaccine candidates and discover their possible medical uses.
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Affiliation(s)
- Grisilda Vidya Bernhardt
- Department of Biochemistry, RAK College of Medical Sciences, RAK Medical and Health Sciences University, Ras Al Khaimah, United Arab Emirates
| | - Kavitha Bernhardt
- Department of Basic Medical Sciences, Division of Physiology, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Pooja Shivappa
- Department of Biochemistry, RAK College of Medical Sciences, RAK Medical and Health Sciences University, Ras Al Khaimah, United Arab Emirates
| | - Janita Rita Trinita Pinto
- Department of Biomedical Sciences, College of Medicine, Gulf Medical University, Ajman, United Arab Emirates
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Gibadullin R, Morris RK, Niu J, Sidney J, Sette A, Gellman SH. Thioamide Analogues of MHC I Antigen Peptides. J Am Chem Soc 2023; 145:25559-25569. [PMID: 37968794 PMCID: PMC10782604 DOI: 10.1021/jacs.3c05300] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2023]
Abstract
Short, synthetic peptides that are displayed by major histocompatibility complex I (MHC I) can stimulate CD8 T cells in vivo to destroy virus-infected or cancer cells. The development of such peptides as vaccines that provide protective immunity, however, is limited by rapid proteolytic degradation. Introduction of unnatural amino acid residues can suppress MHC I antigen proteolysis, but the modified peptides typically display lower affinity for MHC I and/or diminished ability to activate CD8 T cells relative to native antigen. Here, we report a new strategy for modifying MHC I antigens to enhance resistance to proteolysis while preserving MHC I affinity and T cell activation properties. This approach, replacing backbone amide groups with thioamides, was evaluated in two well-characterized antigens presented by HLA-A2, a common human MHC I. For each antigen, singly modified thioamide analogues retained affinity for HLA-A2 and activated T cells specific for the native antigen, as measured via interferon-γ secretion. In each system, we identified a highly potent triply substituted thioamide antigen ("thio-antigen") that displayed substantial resistance to proteolytic cleavage. Collectively, our results suggest that thio-antigens may represent a general and readily accessible source of potent vaccine candidates that resist degradation.
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Affiliation(s)
- Ruslan Gibadullin
- Department of Chemistry, University of Wisconsin, 1101 University Avenue, Madison, Wisconsin 53706, United States
- Present address: Department of Chemistry, The Scripps Research Institute, La Jolla, California 92037, United States
| | - Rylie K. Morris
- Department of Chemistry, University of Wisconsin, 1101 University Avenue, Madison, Wisconsin 53706, United States
| | - Jiani Niu
- Department of Chemistry, University of Wisconsin, 1101 University Avenue, Madison, Wisconsin 53706, United States
| | - John Sidney
- Division of Vaccine Discovery, La Jolla Institute for Immunology, La Jolla, California 92037, United States
| | - Alessandro Sette
- Division of Vaccine Discovery, La Jolla Institute for Immunology, La Jolla, California 92037, United States
- Department of Medicine, University of California, San Diego, California 92093, United States
| | - Samuel H. Gellman
- Department of Chemistry, University of Wisconsin, 1101 University Avenue, Madison, Wisconsin 53706, United States
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Zhu Y, Li X, Chen T, Wang J, Zhou Y, Mu X, Du Y, Wang J, Tang J, Liu J. Personalised neoantigen-based therapy in colorectal cancer. Clin Transl Med 2023; 13:e1461. [PMID: 37921274 PMCID: PMC10623652 DOI: 10.1002/ctm2.1461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 10/06/2023] [Accepted: 10/13/2023] [Indexed: 11/04/2023] Open
Abstract
Colorectal cancer (CRC) has become one of the most common tumours with high morbidity, mortality and distinctive evolution mechanism. The neoantigens arising from the somatic mutations have become considerable treatment targets in the management of CRC. As cancer-specific aberrant peptides, neoantigens can trigger the robust host immune response and exert anti-tumour effects while minimising the emergence of adverse events commonly associated with alternative therapeutic regimens. In this review, we summarised the mechanism, generation, identification and prognostic significance of neoantigens, as well as therapeutic strategies challenges of neoantigen-based therapy in CRC. The evidence suggests that the establishment of personalised neoantigen-based therapy holds great promise as an effective treatment approach for patients with CRC.
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Affiliation(s)
- Ya‐Juan Zhu
- Department of Biotherapy and Cancer CenterState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengduChina
| | - Xiong Li
- Department of GastroenterologyThe Second Affiliated Hospital of Xi'an Jiaotong UniversityXi'anChina
| | - Ting‐Ting Chen
- The Second Clinical Medical College of Lanzhou UniversityLanzhouChina
| | - Jia‐Xiang Wang
- Department of Renal Cancer and MelanomaPeking University Cancer Hospital & InstituteBeijingChina
| | - Yi‐Xin Zhou
- Department of Biotherapy and Cancer CenterState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengduChina
| | - Xiao‐Li Mu
- Department of Biotherapy and Cancer CenterState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengduChina
| | - Yang Du
- Department of Biotherapy and Cancer CenterState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengduChina
| | - Jia‐Ling Wang
- Department of Biotherapy and Cancer CenterState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengduChina
| | - Jie Tang
- Clinical Trial CenterWest China HospitalSichuan UniversityChengduChina
| | - Ji‐Yan Liu
- Department of Biotherapy and Cancer CenterState Key Laboratory of BiotherapyWest China HospitalSichuan UniversityChengduChina
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Bai Y, Wang W, Cheng Y, Yang Y. Research progress on the GRP78 gene in the diagnosis, treatment and immunity of cervical cancer. Eur J Med Res 2023; 28:447. [PMID: 37858217 PMCID: PMC10588224 DOI: 10.1186/s40001-023-01241-0] [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: 11/16/2022] [Accepted: 07/22/2023] [Indexed: 10/21/2023] Open
Abstract
BACKGROUND GRP78 is a molecular chaperone protein in the endoplasmic reticulum that is involved in protein assembly and quality control, and it participates in ER stress regulation of endoplasmic reticulum stress pathways. Studies have confirmed that GRP78 gene is highly expressed in a variety of tumors and is involved in different biological functions. PURPOSE The present review highlights the involvement of the GRP78 gene in regulating the development of cervical cancer by promoting the proliferation and invasion of cervical cancer cells as well as by inhibiting apoptosis and promoting the Warburg effect. High expression of GRP78 is positively correlated with chemotherapy resistance in cervical cancer. GRP78 plays an anticancer role in cervical cancer by regulating autophagy and apoptosis. Mediated immune CD8 + T cells regulate tumor cell immunity and play a role in the application of the HPV vaccine. CONCLUSIONS GRP78 plays a multifunctional role in cervical cancer and has important therapeutic and diagnostic value.
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Affiliation(s)
- Yingying Bai
- Department of Gynecology and obstetrics, Tangdu Hospital, Air Force Medical University, 569Xinsi Road, Baqiao District, Xian, 710038 China
| | - Wenhua Wang
- The First Clinical Medical College of Lanzhou University, Lanzhou, Gansu, People’s Republic of China
| | - Yuemei Cheng
- The First Clinical Medical College of Lanzhou University, Lanzhou, Gansu, People’s Republic of China
| | - Yongxiu Yang
- Department of Gynecology and obstetrics, Tangdu Hospital, Air Force Medical University, 569Xinsi Road, Baqiao District, Xian, 710038 China
- Department of Obstetrics and Gynecology, First Hospital of Lanzhou University, Lanzhou, Gansu People’s Republic of China
- No.1, Dong gang West Road, Cheng guan District, Lanzhou, Gansu People’s Republic of China
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Ren H, Jia W, Xie Y, Yu M, Chen Y. Adjuvant physiochemistry and advanced nanotechnology for vaccine development. Chem Soc Rev 2023; 52:5172-5254. [PMID: 37462107 DOI: 10.1039/d2cs00848c] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/01/2023]
Abstract
Vaccines comprising innovative adjuvants are rapidly reaching advanced translational stages, such as the authorized nanotechnology adjuvants in mRNA vaccines against COVID-19 worldwide, offering new strategies to effectively combat diseases threatening human health. Adjuvants are vital ingredients in vaccines, which can augment the degree, extensiveness, and longevity of antigen specific immune response. The advances in the modulation of physicochemical properties of nanoplatforms elevate the capability of adjuvants in initiating the innate immune system and adaptive immunity, offering immense potential for developing vaccines against hard-to-target infectious diseases and cancer. In this review, we provide an essential introduction of the basic principles of prophylactic and therapeutic vaccination, key roles of adjuvants in augmenting and shaping immunity to achieve desired outcomes and effectiveness, and the physiochemical properties and action mechanisms of clinically approved adjuvants for humans. We particularly focus on the preclinical and clinical progress of highly immunogenic emerging nanotechnology adjuvants formulated in vaccines for cancer treatment or infectious disease prevention. We deliberate on how the immune system can sense and respond to the physicochemical cues (e.g., chirality, deformability, solubility, topology, and chemical structures) of nanotechnology adjuvants incorporated in the vaccines. Finally, we propose possible strategies to accelerate the clinical implementation of nanotechnology adjuvanted vaccines, such as in-depth elucidation of nano-immuno interactions, antigen identification and optimization by the deployment of high-dimensional multiomics analysis approaches, encouraging close collaborations among scientists from different scientific disciplines and aggressive exploration of novel nanotechnologies.
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Affiliation(s)
- Hongze Ren
- Materdicine Lab, School of Life Sciences, Shanghai University, Shanghai, 200444, P. R. China.
- School of Medicine, Shanghai University, Shanghai, 200444, P. R. China
| | - Wencong Jia
- Materdicine Lab, School of Life Sciences, Shanghai University, Shanghai, 200444, P. R. China.
- School of Medicine, Shanghai University, Shanghai, 200444, P. R. China
| | - Yujie Xie
- Materdicine Lab, School of Life Sciences, Shanghai University, Shanghai, 200444, P. R. China.
- School of Medicine, Shanghai University, Shanghai, 200444, P. R. China
| | - Meihua Yu
- Materdicine Lab, School of Life Sciences, Shanghai University, Shanghai, 200444, P. R. China.
| | - Yu Chen
- Materdicine Lab, School of Life Sciences, Shanghai University, Shanghai, 200444, P. R. China.
- School of Medicine, Shanghai University, Shanghai, 200444, P. R. China
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Hawlina S, Zorec R, Chowdhury HH. Potential of Personalized Dendritic Cell-Based Immunohybridoma Vaccines to Treat Prostate Cancer. Life (Basel) 2023; 13:1498. [PMID: 37511873 PMCID: PMC10382052 DOI: 10.3390/life13071498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 06/28/2023] [Accepted: 06/29/2023] [Indexed: 07/30/2023] Open
Abstract
Prostate cancer (PCa) is the most commonly diagnosed cancer and the second most common cause of death due to cancer. About 30% of patients with PCa who have been castrated develop a castration-resistant form of the disease (CRPC), which is incurable. In the last decade, new treatments that control the disease have emerged, slowing progression and spread and prolonging survival while maintaining the quality of life. These include immunotherapies; however, we do not yet know the optimal combination and sequence of these therapies with the standard ones. All therapies are not always suitable for every patient due to co-morbidities or adverse effects of therapies or both, so there is an urgent need for further work on new therapeutic options. Advances in cancer immunotherapy with an immune checkpoint inhibition mechanism (e.g., ipilimumab, an anti-CTLA-4 inhibitor) have not shown a survival benefit in patients with CRPC. Other immunological approaches have also not given clear results, which has indirectly prevented breakthrough for this type of therapeutic strategy into clinical use. Currently, the only approved form of immunotherapy for patients with CRPC is a cell-based medicine, but it is only available to patients in some parts of the world. Based on what was gained from recently completed clinical research on immunotherapy with dendritic cell-based immunohybridomas, the aHyC dendritic cell vaccine for patients with CRPC, we highlight the current status and possible alternatives that should be considered in the future.
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Affiliation(s)
- Simon Hawlina
- Clinical Department of Urology, University Medical Centre Ljubljana, 1000 Ljubljana, Slovenia
- Department of Surgery, Faculty of Medicine, University of Ljubljana, 1000 Ljubljana, Slovenia
| | - Robert Zorec
- Laboratory of Cell Engineering, Celica Biomedical, 1000 Ljubljana, Slovenia
- Laboratory of Neuroendocrinology-Molecular Cell Physiology, Institute of Pathophysiology, Faculty of Medicine, University of Ljubljana, 1000 Ljubljana, Slovenia
| | - Helena H Chowdhury
- Laboratory of Cell Engineering, Celica Biomedical, 1000 Ljubljana, Slovenia
- Laboratory of Neuroendocrinology-Molecular Cell Physiology, Institute of Pathophysiology, Faculty of Medicine, University of Ljubljana, 1000 Ljubljana, Slovenia
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Saotome K, Dudgeon D, Colotti K, Moore MJ, Jones J, Zhou Y, Rafique A, Yancopoulos GD, Murphy AJ, Lin JC, Olson WC, Franklin MC. Structural analysis of cancer-relevant TCR-CD3 and peptide-MHC complexes by cryoEM. Nat Commun 2023; 14:2401. [PMID: 37100770 PMCID: PMC10132440 DOI: 10.1038/s41467-023-37532-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Accepted: 03/21/2023] [Indexed: 04/28/2023] Open
Abstract
The recognition of antigenic peptide-MHC (pMHC) molecules by T-cell receptors (TCR) initiates the T-cell mediated immune response. Structural characterization is key for understanding the specificity of TCR-pMHC interactions and informing the development of therapeutics. Despite the rapid rise of single particle cryoelectron microscopy (cryoEM), x-ray crystallography has remained the preferred method for structure determination of TCR-pMHC complexes. Here, we report cryoEM structures of two distinct full-length α/β TCR-CD3 complexes bound to their pMHC ligand, the cancer-testis antigen HLA-A2/MAGEA4 (230-239). We also determined cryoEM structures of pMHCs containing MAGEA4 (230-239) peptide and the closely related MAGEA8 (232-241) peptide in the absence of TCR, which provided a structural explanation for the MAGEA4 preference displayed by the TCRs. These findings provide insights into the TCR recognition of a clinically relevant cancer antigen and demonstrate the utility of cryoEM for high-resolution structural analysis of TCR-pMHC interactions.
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Affiliation(s)
- Kei Saotome
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY, 10591, USA.
| | - Drew Dudgeon
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY, 10591, USA
| | | | | | - Jennifer Jones
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY, 10591, USA
| | - Yi Zhou
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY, 10591, USA
| | | | | | | | - John C Lin
- Regeneron Pharmaceuticals, Inc., Tarrytown, NY, 10591, USA
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Javid H, Attarian F, Saadatmand T, Rezagholinejad N, Mehri A, Amiri H, Karimi-Shahri M. The therapeutic potential of immunotherapy in the treatment of breast cancer: Rational strategies and recent progress. J Cell Biochem 2023; 124:477-494. [PMID: 36966454 DOI: 10.1002/jcb.30402] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2022] [Revised: 01/25/2023] [Accepted: 03/12/2023] [Indexed: 03/27/2023]
Abstract
The second leading cause of cancer death in women worldwide is breast cancer (BC), and despite significant advances in BC therapies, a significant proportion of patients develop metastasis and disease recurrence. Currently used treatments, like radiotherapy, chemotherapy, and hormone replacement therapy, result in poor responses and high recurrence rates. Alternative therapies are therefore needed for this type of cancer. Cancer patients may benefit from immunotherapy, a novel treatment strategy in cancer treatment. Even though immunotherapy has been successful in many cases, some patients do not respond to the treatment or those who do respond relapse or progress. The purpose of this review is to discuss several different immunotherapy approaches approved for the treatment of BC, as well as different strategies for immunotherapy for the treatment of BC.
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Affiliation(s)
- Hossein Javid
- Department of Medical Laboratory Sciences, Varastegan Institute for Medical Sciences, Mashhad, Iran
- Department of Clinical Biochemistry, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Fatemeh Attarian
- Department of Biology, Islamic Azad University, Mashhad Branch, Mashhad, Iran
| | - Toktam Saadatmand
- Department of Medical Laboratory Sciences, Varastegan Institute for Medical Sciences, Mashhad, Iran
| | | | - Ali Mehri
- Endoscopic and Minimally Invasive Surgery Research Center, Ghaem Hospital, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Hamed Amiri
- Department of Clinical Biochemistry, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mehdi Karimi-Shahri
- Department of Pathology, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
- Department of Pathology, School of Medicine, Gonabad University of Medical Sciences, Gonabad, Iran
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Irie H, Morita K, Matsuda M, Koizumi M, Mochizuki S. Tyrosinase-Related Protein2 Peptide with Replacement of N-Terminus Residue by Cysteine Binds to H-2K b and Induces Antigen-Specific Cytotoxic T Lymphocytes after Conjugation with CpG-DNA. Bioconjug Chem 2023; 34:433-442. [PMID: 36708315 DOI: 10.1021/acs.bioconjchem.2c00592] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Recent studies have shown the potent efficacy of peptide-based vaccines for cancer immunotherapy. Immunological performance is optimized through the co-delivery of adjuvant and antigenic peptide molecules to antigen-presenting cells simultaneously. In our previous study, we showed that a conjugate consisting of 40-mer CpG-DNA and an antigenic ovalbumin peptide through disulfide bonding could efficiently induce ovalbumin-specific cytotoxic T lymphocyte (CTL) responses in vivo. In this study, based on the conjugation design, we prepared a conjugate consisting of 30-mer CpG-DNA (CpG30) and a cancer antigenic peptide of Tyrosinase-related protein 2 (TRP2180-188) using a cysteine residue attached at the N-terminus of TRP2180-188. However, the immunization of mice with this conjugate did not induce efficient TRP2180-188-specific immune responses. It was thought that the resultant peptide (10-mer) cleaved from the conjugate might be too long to fit into the H-2Kb molecule because the optimal length for binding to it is 8-9 amino acids. We newly designed a conjugate consisting of CpG30 and the C-TRP2181-188 peptide (9-mer), in which the N-terminal serine residue of TRP2180-188 is replaced by a cysteine. By adjusting the peptide length, we succeeded in inducing strong TRP2180-188 peptide-specific CTL activity upon immunization with the CpG30-C-TRP2181-188 conjugate. Furthermore, various CpG30-C-TRP2181-188 conjugates having other CpG-DNA sequences or cysteine analogues also induced the same level of CTL activity. Therefore, CpG-C-peptide conjugates prepared by replacement of the amino acid residue at the N-terminus with a cysteine residue could be a new and effective platform for peptide vaccines for targeting specific antigens of cancers and infectious diseases.
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Affiliation(s)
- Hitomi Irie
- Department of Chemistry and Biochemistry, The University of Kitakyushu, 1-1 Hibikino, Wakamatsu-ku, Kitakyushu, Fukuoka 808-0135, Japan
| | - Koji Morita
- Modality Research Laboratories, Daiichi Sankyo Co., Ltd., 1-2-58 Hiromachi, Shinagawa-ku, Tokyo 140-8710, Japan
| | - Miyu Matsuda
- Department of Chemistry and Biochemistry, The University of Kitakyushu, 1-1 Hibikino, Wakamatsu-ku, Kitakyushu, Fukuoka 808-0135, Japan
| | - Makoto Koizumi
- Modality Research Laboratories, Daiichi Sankyo Co., Ltd., 1-2-58 Hiromachi, Shinagawa-ku, Tokyo 140-8710, Japan
| | - Shinichi Mochizuki
- Department of Chemistry and Biochemistry, The University of Kitakyushu, 1-1 Hibikino, Wakamatsu-ku, Kitakyushu, Fukuoka 808-0135, Japan
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Rahman MM, Masum MHU, Talukder A, Akter R. An in silico reverse vaccinology approach to design a novel multiepitope peptide vaccine for non-small cell lung cancers. INFORMATICS IN MEDICINE UNLOCKED 2023. [DOI: 10.1016/j.imu.2023.101169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
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Valenzuela-Fernández A, Cabrera-Rodriguez R, Ciuffreda L, Perez-Yanes S, Estevez-Herrera J, González-Montelongo R, Alcoba-Florez J, Trujillo-González R, García-Martínez de Artola D, Gil-Campesino H, Díez-Gil O, Lorenzo-Salazar JM, Flores C, Garcia-Luis J. Nanomaterials to combat SARS-CoV-2: Strategies to prevent, diagnose and treat COVID-19. Front Bioeng Biotechnol 2022; 10:1052436. [PMID: 36507266 PMCID: PMC9732709 DOI: 10.3389/fbioe.2022.1052436] [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: 09/23/2022] [Accepted: 11/09/2022] [Indexed: 11/26/2022] Open
Abstract
The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection and the associated coronavirus disease 2019 (COVID-19), which severely affect the respiratory system and several organs and tissues, and may lead to death, have shown how science can respond when challenged by a global emergency, offering as a response a myriad of rapid technological developments. Development of vaccines at lightning speed is one of them. SARS-CoV-2 outbreaks have stressed healthcare systems, questioning patients care by using standard non-adapted therapies and diagnostic tools. In this scenario, nanotechnology has offered new tools, techniques and opportunities for prevention, for rapid, accurate and sensitive diagnosis and treatment of COVID-19. In this review, we focus on the nanotechnological applications and nano-based materials (i.e., personal protective equipment) to combat SARS-CoV-2 transmission, infection, organ damage and for the development of new tools for virosurveillance, diagnose and immune protection by mRNA and other nano-based vaccines. All the nano-based developed tools have allowed a historical, unprecedented, real time epidemiological surveillance and diagnosis of SARS-CoV-2 infection, at community and international levels. The nano-based technology has help to predict and detect how this Sarbecovirus is mutating and the severity of the associated COVID-19 disease, thereby assisting the administration and public health services to make decisions and measures for preparedness against the emerging variants of SARS-CoV-2 and severe or lethal COVID-19.
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Affiliation(s)
- Agustín Valenzuela-Fernández
- Laboratorio de Inmunología Celular y Viral, Unidad de Farmacología, Sección de Medicina, Facultad de Ciencias de la Salud, Universidad de La Laguna, San Cristóbal de La Laguna, Spain
| | - Romina Cabrera-Rodriguez
- Laboratorio de Inmunología Celular y Viral, Unidad de Farmacología, Sección de Medicina, Facultad de Ciencias de la Salud, Universidad de La Laguna, San Cristóbal de La Laguna, Spain
| | - Laura Ciuffreda
- Research Unit, Hospital Universitario N. S. de Candelaria, Santa Cruz de Tenerife, Spain
| | - Silvia Perez-Yanes
- Laboratorio de Inmunología Celular y Viral, Unidad de Farmacología, Sección de Medicina, Facultad de Ciencias de la Salud, Universidad de La Laguna, San Cristóbal de La Laguna, Spain
| | - Judith Estevez-Herrera
- Laboratorio de Inmunología Celular y Viral, Unidad de Farmacología, Sección de Medicina, Facultad de Ciencias de la Salud, Universidad de La Laguna, San Cristóbal de La Laguna, Spain
| | | | - Julia Alcoba-Florez
- Servicio de Microbiología, Hospital Universitario N. S. de Candelaria, Santa Cruz de Tenerife, Spain
| | - Rodrigo Trujillo-González
- Laboratorio de Inmunología Celular y Viral, Unidad de Farmacología, Sección de Medicina, Facultad de Ciencias de la Salud, Universidad de La Laguna, San Cristóbal de La Laguna, Spain
- Departamento de Análisis Matemático, Facultad de Ciencias, Universidad de La Laguna, Santa Cruz de Tenerife, Spain
| | | | - Helena Gil-Campesino
- Servicio de Microbiología, Hospital Universitario N. S. de Candelaria, Santa Cruz de Tenerife, Spain
| | - Oscar Díez-Gil
- Servicio de Microbiología, Hospital Universitario N. S. de Candelaria, Santa Cruz de Tenerife, Spain
| | - José M. Lorenzo-Salazar
- Genomics Division, Instituto Tecnológico y de Energías Renovables, Santa Cruz de Tenerife, Spain
| | - Carlos Flores
- Research Unit, Hospital Universitario N. S. de Candelaria, Santa Cruz de Tenerife, Spain
- Genomics Division, Instituto Tecnológico y de Energías Renovables, Santa Cruz de Tenerife, Spain
- CIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, Madrid, Spain
- Faculty of Health Sciences, University of Fernando Pessoa Canarias, Las Palmas de Gran Canaria, Spain
| | - Jonay Garcia-Luis
- Laboratorio de Inmunología Celular y Viral, Unidad de Farmacología, Sección de Medicina, Facultad de Ciencias de la Salud, Universidad de La Laguna, San Cristóbal de La Laguna, Spain
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Use of High-Plex Data Reveals Novel Insights into the Tumour Microenvironment of Clear Cell Renal Cell Carcinoma. Cancers (Basel) 2022; 14:cancers14215387. [PMID: 36358805 PMCID: PMC9658714 DOI: 10.3390/cancers14215387] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 10/20/2022] [Accepted: 10/28/2022] [Indexed: 11/06/2022] Open
Abstract
Simple Summary Cancer is a complex ensemble of morphological and molecular features whose role is still unclear. Moreover, their role may change in different areas of the same tumour. Artificial intelligence (AI) allows pathologists to go beyond human perception and bias and may help better understand how these features influence disease progression. Furthermore, by capturing variation intrinsic to the tumour, AI may improve the accuracy of current prognostic tools, such as Leibovich Score (LS), in predicting patient outcome and response to therapy. For these reasons, we studied clear cell renal cell carcinoma (ccRCC) tissue in which molecular features and their coexpression in the same cell were quantified and mapped using AI-based image analysis software. We demonstrated a novel approach for investigating ccRCC and revealed new potential biomarkers of prognosis which may also be able to direct patients towards the most appropriate personalised therapy. Abstract Although immune checkpoint inhibitors (ICIs) have significantly improved the oncological outcomes, about one-third of patients affected by clear cell renal cell carcinoma (ccRCC) still experience recurrence. Current prognostic algorithms, such as the Leibovich score (LS), rely on morphological features manually assessed by pathologists and are therefore subject to bias. Moreover, these tools do not consider the heterogeneous molecular milieu present in the Tumour Microenvironment (TME), which may have prognostic value. We systematically developed a semi-automated method to investigate 62 markers and their combinations in 150 primary ccRCCs using Multiplex Immunofluorescence (mIF), NanoString GeoMx® Digital Spatial Profiling (DSP) and Artificial Intelligence (AI)-assisted image analysis in order to find novel prognostic signatures and investigate their spatial relationship. We found that coexpression of cancer stem cell (CSC) and epithelial-to-mesenchymal transition (EMT) markers such as OCT4 and ZEB1 are indicative of poor outcome. OCT4 and the immune markers CD8, CD34, and CD163 significantly stratified patients at intermediate LS. Furthermore, augmenting the LS with OCT4 and CD34 improved patient stratification by outcome. Our results support the hypothesis that combining molecular markers has prognostic value and can be integrated with morphological features to improve risk stratification and personalised therapy. To conclude, GeoMx® DSP and AI image analysis are complementary tools providing high multiplexing capability required to investigate the TME of ccRCC, while reducing observer bias.
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14
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Lawrence PJ, Ning X. Improving MHC class I antigen-processing predictions using representation learning and cleavage site-specific kernels. CELL REPORTS METHODS 2022; 2:100293. [PMID: 36160050 PMCID: PMC9499997 DOI: 10.1016/j.crmeth.2022.100293] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Revised: 03/17/2022] [Accepted: 08/19/2022] [Indexed: 11/15/2022]
Abstract
In this work, we propose a new deep-learning model, MHCrank, to predict the probability that a peptide will be processed for presentation by MHC class I molecules. We find that the performance of our model is significantly higher than that of two previously published baseline methods: MHCflurry and netMHCpan. This improvement arises from utilizing both cleavage site-specific kernels and learned embeddings for amino acids. By visualizing site-specific amino acid enrichment patterns, we observe that MHCrank's top-ranked peptides exhibit enrichments at biologically relevant positions and are consistent with previous work. Furthermore, the cosine similarity matrix derived from MHCrank's learned embeddings for amino acids correlates highly with physiochemical properties that have been experimentally demonstrated to be instrumental in determining a peptide's favorability for processing. Altogether, the results reported in this work indicate that MHCrank demonstrates strong performance compared with existing methods and could have vast applicability in aiding drug and vaccine development.
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Affiliation(s)
- Patrick J. Lawrence
- Biomedical Informatics Department, The Ohio State University, 1800 Cannon Drive, Lincoln Tower 250, Columbus, OH 43210, USA
| | - Xia Ning
- Biomedical Informatics Department, The Ohio State University, 1800 Cannon Drive, Lincoln Tower 250, Columbus, OH 43210, USA
- Computer Science and Engineering Department, The Ohio State University, 2015 Neil Avenue, Columbus, OH 43210, USA
- Translational Data Analytics Institute, The Ohio State University, 1760 Neil Avenue, Columbus, OH 43210, USA
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15
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Agarwal A, Beck KL, Capponi S, Kunitomi M, Nayar G, Seabolt E, Mahadeshwar G, Bianco S, Mukherjee V, Kaufman JH. Predicting Epitope Candidates for SARS-CoV-2. Viruses 2022; 14:v14081837. [PMID: 36016459 PMCID: PMC9416013 DOI: 10.3390/v14081837] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 07/28/2022] [Accepted: 07/29/2022] [Indexed: 11/16/2022] Open
Abstract
Epitopes are short amino acid sequences that define the antigen signature to which an antibody or T cell receptor binds. In light of the current pandemic, epitope analysis and prediction are paramount to improving serological testing and developing vaccines. In this paper, known epitope sequences from SARS-CoV, SARS-CoV-2, and other Coronaviridae were leveraged to identify additional antigen regions in 62K SARS-CoV-2 genomes. Additionally, we present epitope distribution across SARS-CoV-2 genomes, locate the most commonly found epitopes, and discuss where epitopes are located on proteins and how epitopes can be grouped into classes. The mutation density of different protein regions is presented using a big data approach. It was observed that there are 112 B cell and 279 T cell conserved epitopes between SARS-CoV-2 and SARS-CoV, with more diverse sequences found in Nucleoprotein and Spike glycoprotein.
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Affiliation(s)
- Akshay Agarwal
- AI and Cognitive Software, IBM Almaden Research Center, San Jose, CA 95120, USA
- Correspondence: (A.A.); (K.L.B.)
| | - Kristen L. Beck
- AI and Cognitive Software, IBM Almaden Research Center, San Jose, CA 95120, USA
- Correspondence: (A.A.); (K.L.B.)
| | - Sara Capponi
- AI and Cognitive Software, IBM Almaden Research Center, San Jose, CA 95120, USA
- NSF Center for Cellular Construction, San Francisco, CA 94158, USA
| | - Mark Kunitomi
- AI and Cognitive Software, IBM Almaden Research Center, San Jose, CA 95120, USA
| | - Gowri Nayar
- AI and Cognitive Software, IBM Almaden Research Center, San Jose, CA 95120, USA
| | - Edward Seabolt
- AI and Cognitive Software, IBM Almaden Research Center, San Jose, CA 95120, USA
| | - Gandhar Mahadeshwar
- AI and Cognitive Software, IBM Almaden Research Center, San Jose, CA 95120, USA
| | - Simone Bianco
- AI and Cognitive Software, IBM Almaden Research Center, San Jose, CA 95120, USA
- NSF Center for Cellular Construction, San Francisco, CA 94158, USA
| | - Vandana Mukherjee
- AI and Cognitive Software, IBM Almaden Research Center, San Jose, CA 95120, USA
| | - James H. Kaufman
- AI and Cognitive Software, IBM Almaden Research Center, San Jose, CA 95120, USA
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16
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Donlon NE, Davern M, Hayes C, Power R, Sheppard AD, Donohoe CL, Lysaght J, Reynolds JV. The immune response to major gastrointestinal cancer surgery and potential implications for adjuvant immunotherapy. Crit Rev Oncol Hematol 2022; 175:103729. [PMID: 35662586 DOI: 10.1016/j.critrevonc.2022.103729] [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: 01/20/2022] [Revised: 05/11/2022] [Accepted: 05/26/2022] [Indexed: 12/23/2022] Open
Abstract
The perioperative period theoretically is a critical time of opportunity for the progression of pre-existing tumour micrometastasis. Therefore,the timing of introducing cancer therapies including chemotherapy, radiation therapy and immunotherapies in the postoperative period is important. A thorough exploration of the perioperative immune events at a cellular level in combination with an intricate review of available clinical rials was conducted to extrapolate the effects of oncological surgery on the perioperative immune milieu.This is timely in view of the recently published Checkmate-577 trial which demonstrated significant disease-free survival in carcinoma of the gastroesophageal junction with the use of adjuvant anti-programmed cell deathprotein 1(PD-1) immunotherapy.This review focusing in particular on perioperative immunosuppression, identifies potential modifiable factors, the effects of perioperative conditioning and optimisation, the most recent trials in the curative setting for Gastrointestinal malignancies and the new treatment avenues possible in the context of the combination of immunotherapy and major oncological gastrointestinal surgery.
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Affiliation(s)
- Noel E Donlon
- Cancer Immunology and Immunotherapy Group, Department of Surgery, Trinity Translational Medicine Institute, Trinity St James's Cancer Institute, St James's Hospital, Dublin 8, Ireland; Department of Surgery, Trinity Translational Medicine Institute, Trinity St James's Cancer Institute Trinity College Dublin, St James's Hospital, Dublin 8, Ireland
| | - Maria Davern
- Cancer Immunology and Immunotherapy Group, Department of Surgery, Trinity Translational Medicine Institute, Trinity St James's Cancer Institute, St James's Hospital, Dublin 8, Ireland; Department of Surgery, Trinity Translational Medicine Institute, Trinity St James's Cancer Institute Trinity College Dublin, St James's Hospital, Dublin 8, Ireland
| | - Conall Hayes
- Department of Surgery, Trinity Translational Medicine Institute, Trinity St James's Cancer Institute Trinity College Dublin, St James's Hospital, Dublin 8, Ireland
| | - Robert Power
- Department of Surgery, Trinity Translational Medicine Institute, Trinity St James's Cancer Institute Trinity College Dublin, St James's Hospital, Dublin 8, Ireland
| | - Andrew D Sheppard
- Cancer Immunology and Immunotherapy Group, Department of Surgery, Trinity Translational Medicine Institute, Trinity St James's Cancer Institute, St James's Hospital, Dublin 8, Ireland; Department of Surgery, Trinity Translational Medicine Institute, Trinity St James's Cancer Institute Trinity College Dublin, St James's Hospital, Dublin 8, Ireland
| | - Claire L Donohoe
- Department of Surgery, Trinity Translational Medicine Institute, Trinity St James's Cancer Institute Trinity College Dublin, St James's Hospital, Dublin 8, Ireland
| | - Joanne Lysaght
- Cancer Immunology and Immunotherapy Group, Department of Surgery, Trinity Translational Medicine Institute, Trinity St James's Cancer Institute, St James's Hospital, Dublin 8, Ireland; Department of Surgery, Trinity Translational Medicine Institute, Trinity St James's Cancer Institute Trinity College Dublin, St James's Hospital, Dublin 8, Ireland
| | - John V Reynolds
- Cancer Immunology and Immunotherapy Group, Department of Surgery, Trinity Translational Medicine Institute, Trinity St James's Cancer Institute, St James's Hospital, Dublin 8, Ireland; Department of Surgery, Trinity Translational Medicine Institute, Trinity St James's Cancer Institute Trinity College Dublin, St James's Hospital, Dublin 8, Ireland.
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17
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Development of Cancer Immunotherapies. Cancer Treat Res 2022; 183:1-48. [PMID: 35551655 DOI: 10.1007/978-3-030-96376-7_1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Cancer immunotherapy, or the utilization of components of the immune system to target and eliminate cancer, has become a highly active area of research in the past several decades and a common treatment strategy for several cancer types. The concept of harnessing the immune system for this purpose originated over 100 years ago when a physician by the name of William Coley successfully treated several of his cancer patients with a combination of live and attenuated bacteria, later known as "Coley's Toxins", after observing a subset of prior patients enter remission following their diagnosis with the common bacterial infection, erysipelas. However, it was not until late in the twentieth century that cancer immunotherapies were developed for widespread use, thereby transforming the treatment landscape of numerous cancer types. Pivotal studies elucidating molecular and cellular functions of immune cells, such as the discovery of IL-2 and production of monoclonal antibodies, fostered the development of novel techniques for studying the immune system and ultimately the development and approval of several cancer immunotherapies by the United States Food and Drug Association in the 1980s and 1990s, including the tuberculosis vaccine-Bacillus Calmette-Guérin, IL-2, and the CD20-targeting monoclonal antibody. Approval of the first therapeutic cancer vaccine, Sipuleucel-T, for the treatment of metastatic castration-resistant prostate cancer and the groundbreaking success and approval of immune checkpoint inhibitors and chimeric antigen receptor T cell therapy in the last decade, have driven an explosion of interest in and pursuit of novel cancer immunotherapy strategies. A broad range of modalities ranging from antibodies to adoptive T cell therapies is under investigation for the generalized treatment of a broad spectrum of cancers as well as personalized medicine. This chapter will focus on the recent advances, current strategies, and future outlook of immunotherapy development for the treatment of cancer.
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18
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Dirscherl C, Löchte S, Hein Z, Kopicki JD, Harders AR, Linden N, Karner A, Preiner J, Weghuber J, Garcia-Alai M, Uetrecht C, Zacharias M, Piehler J, Lanzerstorfer P, Springer S. Dissociation of β2m from MHC class I Triggers formation of Noncovalent, transient heavy chain dimers. J Cell Sci 2022; 135:274997. [PMID: 35393611 DOI: 10.1242/jcs.259498] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 03/30/2022] [Indexed: 11/20/2022] Open
Abstract
At the plasma membrane of mammalian cells, major histocompatibility complex class I molecules (MHC-I) present antigenic peptides to cytotoxic T cells. Following the loss of the peptide and the light chain beta-2 microglobulin (β2m), the resulting free heavy chains (FHCs) can associate into homotypic complexes in the plasma membrane. Here, we investigate the stoichiometry and dynamics of MHC-I FHCs assemblies by combining a micropattern assay with fluorescence recovery after photobleaching (FRAP) and with single molecule co-tracking. We identify non-covalent MHC-I FHC dimers mediated by the α3 domain as the prevalent species at the plasma membrane, leading a moderate decrease in the diffusion coefficient. MHC-I FHC dimers show increased tendency to cluster into higher order oligomers as concluded from an increased immobile fraction with higher single molecule co-localization. In vitro studies with isolated proteins in conjunction with molecular docking and dynamics simulations suggest that in the complexes, the α3 domain of one FHC binds to another FHC in a manner similar to the β2m light chain.
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Affiliation(s)
- Cindy Dirscherl
- Department of Life Sciences and Chemistry, Jacobs University Bremen, Germany
| | - Sara Löchte
- Department of Biology and Center for Cellular Nanoanalytics, Osnabrück University, 49076 Osnabrück, Germany
| | - Zeynep Hein
- Department of Life Sciences and Chemistry, Jacobs University Bremen, Germany
| | - Janine-Denise Kopicki
- Heinrich Pette Institute, Leibniz Institute for Experimental Virology, Hamburg, Germany
| | | | - Noemi Linden
- Department of Life Sciences and Chemistry, Jacobs University Bremen, Germany
| | - Andreas Karner
- University of Applied Sciences Upper Austria, 4020 Linz, Austria
| | - Johannes Preiner
- University of Applied Sciences Upper Austria, 4020 Linz, Austria
| | - Julian Weghuber
- University of Applied Sciences Upper Austria, 4600 Wels, Austria
| | - Maria Garcia-Alai
- European Molecular Biology Laboratory, Hamburg Outstation, Hamburg, Germany.,Centre for Structural Systems Biology, Hamburg, Germany
| | - Charlotte Uetrecht
- Heinrich Pette Institute, Leibniz Institute for Experimental Virology, Hamburg, Germany.,European XFEL, Schenefeld, Germany
| | - Martin Zacharias
- Physics Department, Technical University of Munich, Garching, Germany
| | - Jacob Piehler
- Department of Biology and Center for Cellular Nanoanalytics, Osnabrück University, 49076 Osnabrück, Germany
| | | | - Sebastian Springer
- Department of Life Sciences and Chemistry, Jacobs University Bremen, Germany
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19
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López-Campos F, Gajate P, Romero-Laorden N, Zafra-Martín J, Juan M, Hernando Polo S, Conde Moreno A, Couñago F. Immunotherapy in Advanced Prostate Cancer: Current Knowledge and Future Directions. Biomedicines 2022; 10:537. [PMID: 35327339 PMCID: PMC8945350 DOI: 10.3390/biomedicines10030537] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Accepted: 02/22/2022] [Indexed: 02/01/2023] Open
Abstract
The advent of immunotherapy has revolutionized cancer treatment. Unfortunately, this has not been the case for metastatic castration-resistant prostate cancer (mCRPC), likely due to the heterogeneous and immune-suppressive microenvironment present in prostate cancer. The identification of molecular biomarkers that could predict response to immunotherapy represents one of the current challenges in this clinical scenario. The management of advanced castration-resistant prostate cancer is rapidly evolving and immunotherapy treatments, mostly consisting of immune checkpoint inhibitors combinations, BiTE® (bispecific T-cell engager) immune therapies, and chimeric antigen receptors (CAR) are in development with promising results. This review analyses the current evidence of immunotherapy treatments for mCRPC, evaluating past failures and promising approaches and discussing the directions for future research.
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Affiliation(s)
- Fernando López-Campos
- Radiation Oncology Department, Hospital Universitario Ramón y Cajal, 28024 Madrid, Spain
| | - Pablo Gajate
- Medical Oncology Department, Hospital Universitario Ramón y Cajal, 28024 Madrid, Spain;
| | - Nuria Romero-Laorden
- Medical Oncology Department, Hospital Universitario La Princesa, 28006 Madrid, Spain;
| | - Juan Zafra-Martín
- Department of Radiation Oncology, Hospital Universitario Virgen de la Victoria, 29010 Malaga, Spain;
| | - Manel Juan
- Servei d’Immunologia, CDB-Hospital Clínic, Plataforma de Inmunoterapia HSJD-Clínic, 08036 Barcelona, Spain;
| | - Susana Hernando Polo
- Medical Oncology Department, Hospital Universitario Fundación Alcorcón, 28922 Alcorcón, Spain;
| | - Antonio Conde Moreno
- Radiation Oncology Department, Hospital Universitario y Politécnico La Fe, 46026 Valencia, Spain;
| | - Felipe Couñago
- Department of Radiation Oncology, Hospital Universitario Quirónsalud, 28223 Madrid, Spain;
- Department of Radiation Oncology, Hospital La Luz, 28003 Madrid, Spain
- Universidad Europea de Madrid, 28670 Madrid, Spain
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20
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Perez MAS, Cuendet MA, Röhrig UF, Michielin O, Zoete V. Structural Prediction of Peptide-MHC Binding Modes. Methods Mol Biol 2022; 2405:245-282. [PMID: 35298818 DOI: 10.1007/978-1-0716-1855-4_13] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
The immune system is constantly protecting its host from the invasion of pathogens and the development of cancer cells. The specific CD8+ T-cell immune response against virus-infected cells and tumor cells is based on the T-cell receptor recognition of antigenic peptides bound to class I major histocompatibility complexes (MHC) at the surface of antigen presenting cells. Consequently, the peptide binding specificities of the highly polymorphic MHC have important implications for the design of vaccines, for the treatment of autoimmune diseases, and for personalized cancer immunotherapy. Evidence-based machine-learning approaches have been successfully used for the prediction of peptide binders and are currently being developed for the prediction of peptide immunogenicity. However, understanding and modeling the structural details of peptide/MHC binding is crucial for a better understanding of the molecular mechanisms triggering the immunological processes, estimating peptide/MHC affinity using universal physics-based approaches, and driving the design of novel peptide ligands. Unfortunately, due to the large diversity of MHC allotypes and possible peptides, the growing number of 3D structures of peptide/MHC (pMHC) complexes in the Protein Data Bank only covers a small fraction of the possibilities. Consequently, there is a growing need for rapid and efficient approaches to predict 3D structures of pMHC complexes. Here, we review the key characteristics of the 3D structure of pMHC complexes before listing databases and other sources of information on pMHC structures and MHC specificities. Finally, we discuss some of the most prominent pMHC docking software.
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Affiliation(s)
- Marta A S Perez
- Computer-aided Molecular Engineering Group, Department of Oncology UNIL-CHUV, Lausanne University, Lausanne, Switzerland
- Ludwig Institute for Cancer Research, Lausanne, Switzerland
- Molecular Modelling Group, SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Michel A Cuendet
- Molecular Modelling Group, SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland
- Oncology Department, Centre Hospitalier Universitaire Vaudois (CHUV), Precision Oncology Center, Lausanne, Switzerland
| | - Ute F Röhrig
- Molecular Modelling Group, SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland
| | - Olivier Michielin
- Molecular Modelling Group, SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland.
- Oncology Department, Centre Hospitalier Universitaire Vaudois (CHUV), Precision Oncology Center, Lausanne, Switzerland.
| | - Vincent Zoete
- Computer-aided Molecular Engineering Group, Department of Oncology UNIL-CHUV, Lausanne University, Lausanne, Switzerland.
- Ludwig Institute for Cancer Research, Lausanne, Switzerland.
- Molecular Modelling Group, SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland.
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21
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Eptaminitaki GC, Wolff N, Stellas D, Sifakis K, Baritaki S. Long Non-Coding RNAs (lncRNAs) in Response and Resistance to Cancer Immunosurveillance and Immunotherapy. Cells 2021; 10:cells10123313. [PMID: 34943820 PMCID: PMC8699382 DOI: 10.3390/cells10123313] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 11/15/2021] [Accepted: 11/22/2021] [Indexed: 02/07/2023] Open
Abstract
Long non-coding RNAs (lncRNAs) are critical regulatory elements in cellular functions in states of both normalcy and disease, including cancer. LncRNAs can influence not only tumorigenesis but also cancer features such as metastasis, angiogenesis and resistance to chemo-and immune-mediated apoptotic signals. Several lncRNAs have been demonstrated to control directly or indirectly the number, type and activities of distinct immune cell populations of adaptive and innate immunities within and without the tumor microenvironment. The disruption of lncRNA expression in both cancer and immune cells may reflect alterations in tumor responses to cancer immunosurveillance and immunotherapy, thus providing new insights into lncRNA biomarker-based prognostic and therapeutic cancer assessment. Here we present an overview on lncRNAs’ functions and underlying molecular mechanisms related to cancer immunity and conventional immunotherapy, with the expectation that any elucidations may lead to a better understanding and management of cancer immune escape and response to current and future immunotherapeutics.
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Affiliation(s)
- Giasemi C. Eptaminitaki
- Laboratory of Experimental Oncology, Division of Surgery, School of Medicine, University of Crete, GR-71003 Heraklion, Greece; (G.C.E.); (N.W.); (K.S.)
| | - Nora Wolff
- Laboratory of Experimental Oncology, Division of Surgery, School of Medicine, University of Crete, GR-71003 Heraklion, Greece; (G.C.E.); (N.W.); (K.S.)
| | - Dimitris Stellas
- Institute of Chemical Biology, National Hellenic Research Foundation (NHRF), 48 Vassileos Constantinou Ave., GR-11635 Athens, Greece;
| | - Konstantinos Sifakis
- Laboratory of Experimental Oncology, Division of Surgery, School of Medicine, University of Crete, GR-71003 Heraklion, Greece; (G.C.E.); (N.W.); (K.S.)
| | - Stavroula Baritaki
- Laboratory of Experimental Oncology, Division of Surgery, School of Medicine, University of Crete, GR-71003 Heraklion, Greece; (G.C.E.); (N.W.); (K.S.)
- Correspondence: ; Tel.: +30-2810-39-4727
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22
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Cancer Stem Cells Are Possible Key Players in Regulating Anti-Tumor Immune Responses: The Role of Immunomodulating Molecules and MicroRNAs. Cancers (Basel) 2021; 13:cancers13071674. [PMID: 33918136 PMCID: PMC8037840 DOI: 10.3390/cancers13071674] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Revised: 03/05/2021] [Accepted: 03/09/2021] [Indexed: 12/14/2022] Open
Abstract
Simple Summary This review provides a critical overview of the state of the art of the characterization of the immunological profile of a rare component of the tumors, denominated cancer stem cells (CSCs) or cancer initiating cells (CICs). These cells are endowed with the ability to form and propagate tumors and resistance to therapies, including the most innovative approaches. These investigations contribute to understanding the mechanisms regulating the interaction of CSCs/CICs with the immune system and identifying novel therapeutic approaches to render these cells visible and susceptible to immune responses. Abstract Cancer cells endowed with stemness properties and representing a rare population of cells within malignant lesions have been isolated from tumors with different histological origins. These cells, denominated as cancer stem cells (CSCs) or cancer initiating cells (CICs), are responsible for tumor initiation, progression and resistance to therapies, including immunotherapy. The dynamic crosstalk of CSCs/CICs with the tumor microenvironment orchestrates their fate and plasticity as well as their immunogenicity. CSCs/CICs, as observed in multiple studies, display either the aberrant expression of immunomodulatory molecules or suboptimal levels of molecules involved in antigen processing and presentation, leading to immune evasion. MicroRNAs (miRNAs) that can regulate either stemness properties or their immunological profile, with in some cases dual functions, can provide insights into these mechanisms and possible interventions to develop novel therapeutic strategies targeting CSCs/CICs and reverting their immunogenicity. In this review, we provide an overview of the immunoregulatory features of CSCs/CICs including miRNA profiles involved in the regulation of the interplay between stemness and immunological properties.
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An Overview of Nanocarrier-Based Adjuvants for Vaccine Delivery. Pharmaceutics 2021; 13:pharmaceutics13040455. [PMID: 33801614 PMCID: PMC8066039 DOI: 10.3390/pharmaceutics13040455] [Citation(s) in RCA: 39] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 03/17/2021] [Accepted: 03/20/2021] [Indexed: 12/12/2022] Open
Abstract
The development of vaccines is one of the most significant medical accomplishments which has helped to eradicate a large number of diseases. It has undergone an evolutionary process from live attenuated pathogen vaccine to killed whole organisms or inactivated toxins (toxoids), each of them having its own advantages and disadvantages. The crucial parameters in vaccination are the generation of memory response and protection against infection, while an important aspect is the effective delivery of antigen in an intelligent manner to evoke a robust immune response. In this regard, nanotechnology is greatly contributing to developing efficient vaccine adjuvants and delivery systems. These can protect the encapsulated antigen from the host’s in-vivo environment and releasing it in a sustained manner to induce a long-lasting immunostimulatory effect. In view of this, the present review article summarizes nanoscale-based adjuvants and delivery vehicles such as viral vectors, virus-like particles and virosomes; non-viral vectors namely nanoemulsions, lipid nanocarriers, biodegradable and non-degradable nanoparticles, calcium phosphate nanoparticles, colloidally stable nanoparticles, proteosomes; and pattern recognition receptors covering c-type lectin receptors and toll-like receptors.
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Venkatesh G, Grover A, Srinivasaraghavan G, Rao S. MHCAttnNet: predicting MHC-peptide bindings for MHC alleles classes I and II using an attention-based deep neural model. Bioinformatics 2021; 36:i399-i406. [PMID: 32657386 PMCID: PMC7355292 DOI: 10.1093/bioinformatics/btaa479] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Motivation Accurate prediction of binding between a major histocompatibility complex (MHC) allele and a peptide plays a major role in the synthesis of personalized cancer vaccines. The immune system struggles to distinguish between a cancerous and a healthy cell. In a patient suffering from cancer who has a particular MHC allele, only those peptides that bind with the MHC allele with high affinity, help the immune system recognize the cancerous cells. Results MHCAttnNet is a deep neural model that uses an attention mechanism to capture the relevant subsequences of the amino acid sequences of peptides and MHC alleles. It then uses this to accurately predict the MHC-peptide binding. MHCAttnNet achieves an AUC-PRC score of 94.18% with 161 class I MHC alleles, which outperforms the state-of-the-art models for this task. MHCAttnNet also achieves a better F1-score in comparison to the state-of-the-art models while covering a larger number of class II MHC alleles. The attention mechanism used by MHCAttnNet provides a heatmap over the amino acids thus indicating the important subsequences present in the amino acid sequence. This approach also allows us to focus on a much smaller number of relevant trigrams corresponding to the amino acid sequence of an MHC allele, from 9251 possible trigrams to about 258. This significantly reduces the number of amino acid subsequences that need to be clinically tested. Availability and implementation The data and source code are available at https://github.com/gopuvenkat/MHCAttnNet.
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Affiliation(s)
| | - Aayush Grover
- International Institute of Information Technology Bangalore, Bangalore 560100, India
| | - G Srinivasaraghavan
- International Institute of Information Technology Bangalore, Bangalore 560100, India
| | - Shrisha Rao
- International Institute of Information Technology Bangalore, Bangalore 560100, India
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Gaur R, Verma DK, Alam SI, Kamboj DV. Identification of MHC Class I bound peptides of Francisella tularensis Live Vaccine Strain using mass spectrometry. Eur J Pharm Sci 2021; 158:105651. [DOI: 10.1016/j.ejps.2020.105651] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Revised: 10/30/2020] [Accepted: 11/18/2020] [Indexed: 11/29/2022]
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Why Do Muse Stem Cells Present an Enduring Stress Capacity? Hints from a Comparative Proteome Analysis. Int J Mol Sci 2021; 22:ijms22042064. [PMID: 33669748 PMCID: PMC7922977 DOI: 10.3390/ijms22042064] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Revised: 02/12/2021] [Accepted: 02/16/2021] [Indexed: 12/21/2022] Open
Abstract
Muse cells are adult stem cells that are present in the stroma of several organs and possess an enduring capacity to cope with endogenous and exogenous genotoxic stress. In cell therapy, the peculiar biological properties of Muse cells render them a possible natural alternative to mesenchymal stromal cells (MSCs) or to in vitro-generated pluripotent stem cells (iPSCs). Indeed, some studies have proved that Muse cells can survive in adverse microenvironments, such as those present in damaged/injured tissues. We performed an evaluation of Muse cells' proteome under basic conditions and followed oxidative stress treatment in order to identify ontologies, pathways, and networks that can be related to their enduring stress capacity. We executed the same analysis on iPSCs and MSCs, as a comparison. The Muse cells are enriched in several ontologies and pathways, such as endosomal vacuolar trafficking related to stress response, ubiquitin and proteasome degradation, and reactive oxygen scavenging. In Muse cells, the protein-protein interacting network has two key nodes with a high connectivity degree and betweenness: NFKB and CRKL. The protein NFKB is an almost-ubiquitous transcription factor related to many biological processes and can also have a role in protecting cells from apoptosis during exposure to a variety of stressors. CRKL is an adaptor protein and constitutes an integral part of the stress-activated protein kinase (SAPK) pathway. The identified pathways and networks are all involved in the quality control of cell components and may explain the stress resistance of Muse cells.
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Olsen HE, Lynn GM, Valdes PA, Cerecedo Lopez CD, Ishizuka AS, Arnaout O, Bi WL, Peruzzi PP, Chiocca EA, Friedman GK, Bernstock JD. Therapeutic cancer vaccines for pediatric malignancies: advances, challenges, and emerging technologies. Neurooncol Adv 2021; 3:vdab027. [PMID: 33860227 PMCID: PMC8034661 DOI: 10.1093/noajnl/vdab027] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Though outcomes for pediatric cancer patients have significantly improved over the past several decades, too many children still experience poor outcomes and survivors suffer lifelong, debilitating late effects after conventional chemotherapy, radiation, and surgical treatment. Consequently, there has been a renewed focus on developing novel targeted therapies to improve survival outcomes. Cancer vaccines are a promising type of immunotherapy that leverage the immune system to mediate targeted, tumor-specific killing through recognition of tumor antigens, thereby minimizing off-target toxicity. As such, cancer vaccines are orthogonal to conventional cancer treatments and can therefore be used alone or in combination with other therapeutic modalities to maximize efficacy. To date, cancer vaccination has remained largely understudied in the pediatric population. In this review, we discuss the different types of tumor antigens and vaccine technologies (dendritic cells, peptides, nucleic acids, and viral vectors) evaluated in clinical trials, with a focus on those used in children. We conclude with perspectives on how advances in combination therapies, tumor antigen (eg, neoantigen) selection, and vaccine platform optimization can be translated into clinical practice to improve outcomes for children with cancer.
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Affiliation(s)
- Hannah E Olsen
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | | | - Pablo A Valdes
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA.,Department of Neurosurgery, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Christian D Cerecedo Lopez
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | | | - Omar Arnaout
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - W Linda Bi
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Pier Paolo Peruzzi
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - E Antonio Chiocca
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Gregory K Friedman
- Division of Pediatric Hematology and Oncology, Department of Pediatrics, University of Alabama at Birmingham, Birmingham, Alabama, USA.,Department of Neurosurgery, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Joshua D Bernstock
- Department of Neurosurgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA.,Avidea Technologies, Inc., Baltimore, Maryland, USA.,Department of Neurosurgery, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts, USA
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Holland CJ, Crean RM, Pentier JM, de Wet B, Lloyd A, Srikannathasan V, Lissin N, Lloyd KA, Blicher TH, Conroy PJ, Hock M, Pengelly RJ, Spinner TE, Cameron B, Potter EA, Jeyanthan A, Molloy PE, Sami M, Aleksic M, Liddy N, Robinson RA, Harper S, Lepore M, Pudney CR, van der Kamp MW, Rizkallah PJ, Jakobsen BK, Vuidepot A, Cole DK. Specificity of bispecific T cell receptors and antibodies targeting peptide-HLA. J Clin Invest 2021; 130:2673-2688. [PMID: 32310221 DOI: 10.1172/jci130562] [Citation(s) in RCA: 47] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2019] [Accepted: 02/11/2020] [Indexed: 01/09/2023] Open
Abstract
Tumor-associated peptide-human leukocyte antigen complexes (pHLAs) represent the largest pool of cell surface-expressed cancer-specific epitopes, making them attractive targets for cancer therapies. Soluble bispecific molecules that incorporate an anti-CD3 effector function are being developed to redirect T cells against these targets using 2 different approaches. The first achieves pHLA recognition via affinity-enhanced versions of natural TCRs (e.g., immune-mobilizing monoclonal T cell receptors against cancer [ImmTAC] molecules), whereas the second harnesses an antibody-based format (TCR-mimic antibodies). For both classes of reagent, target specificity is vital, considering the vast universe of potential pHLA molecules that can be presented on healthy cells. Here, we made use of structural, biochemical, and computational approaches to investigate the molecular rules underpinning the reactivity patterns of pHLA-targeting bispecifics. We demonstrate that affinity-enhanced TCRs engage pHLA using a comparatively broad and balanced energetic footprint, with interactions distributed over several HLA and peptide side chains. As ImmTAC molecules, these TCRs also retained a greater degree of pHLA selectivity, with less off-target activity in cellular assays. Conversely, TCR-mimic antibodies tended to exhibit binding modes focused more toward hot spots on the HLA surface and exhibited a greater degree of crossreactivity. Our findings extend our understanding of the basic principles that underpin pHLA selectivity and exemplify a number of molecular approaches that can be used to probe the specificity of pHLA-targeting molecules, aiding the development of future reagents.
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Affiliation(s)
| | - Rory M Crean
- Department of Biology and Biochemistry and.,Doctoral Training Centre in Sustainable Chemical Technologies, University of Bath, Bath, United Kingdom
| | | | - Ben de Wet
- Immunocore Ltd., Milton Park, Abingdon, United Kingdom
| | | | | | | | - Katy A Lloyd
- Immunocore Ltd., Milton Park, Abingdon, United Kingdom
| | | | - Paul J Conroy
- Immunocore Ltd., Milton Park, Abingdon, United Kingdom
| | - Miriam Hock
- Immunocore Ltd., Milton Park, Abingdon, United Kingdom
| | | | | | - Brian Cameron
- Immunocore Ltd., Milton Park, Abingdon, United Kingdom
| | | | | | | | - Malkit Sami
- Immunocore Ltd., Milton Park, Abingdon, United Kingdom
| | - Milos Aleksic
- Immunocore Ltd., Milton Park, Abingdon, United Kingdom
| | | | | | | | - Marco Lepore
- Immunocore Ltd., Milton Park, Abingdon, United Kingdom
| | | | | | - Pierre J Rizkallah
- Cardiff University School of Medicine, Heath Park, Cardiff, United Kingdom
| | | | | | - David K Cole
- Immunocore Ltd., Milton Park, Abingdon, United Kingdom.,Cardiff University School of Medicine, Heath Park, Cardiff, United Kingdom
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Bansal D, Reimers MA, Knoche EM, Pachynski RK. Immunotherapy and Immunotherapy Combinations in Metastatic Castration-Resistant Prostate Cancer. Cancers (Basel) 2021; 13:cancers13020334. [PMID: 33477569 PMCID: PMC7831137 DOI: 10.3390/cancers13020334] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2020] [Revised: 01/01/2021] [Accepted: 01/14/2021] [Indexed: 12/21/2022] Open
Abstract
Although most prostate cancers are localized, and the majority are curable, recurrences occur in approximately 35% of men. Among patients with prostate-specific antigen (PSA) recurrence and PSA doubling time (PSADT) less than 15 months after radical prostatectomy, prostate cancer accounted for approximately 90% of the deaths by 15 years after recurrence. An immunosuppressive tumor microenvironment (TME) and impaired cellular immunity are likely largely responsible for the limited utility of checkpoint inhibitors (CPIs) in advanced prostate cancer compared with other tumor types. Thus, for immunologically "cold" malignancies such as prostate cancer, clinical trial development has pivoted towards novel approaches to enhance immune responses. Numerous clinical trials are currently evaluating combination immunomodulatory strategies incorporating vaccine-based therapies, checkpoint inhibitors, and chimeric antigen receptor (CAR) T cells. Other trials evaluate the efficacy and safety of these immunomodulatory agents' combinations with standard approaches such as androgen deprivation therapy (ADT), taxane-based chemotherapy, radiotherapy, and targeted therapies such as tyrosine kinase inhibitors (TKI) and poly ADP ribose polymerase (PARP) inhibitors. Here, we will review promising immunotherapies in development and ongoing trials for metastatic castration-resistant prostate cancer (mCRPC). These novel trials will build on past experiences and promise to usher a new era to treat patients with mCRPC.
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The Role of Glycosylation in Inflammatory Diseases. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2021; 1325:265-283. [PMID: 34495540 DOI: 10.1007/978-3-030-70115-4_13] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The diversity of glycan presentation in a cell, tissue and organism is enormous, which reflects the huge amount of important biological information encoded by the glycome which has not been fully understood. A compelling body of evidence has been highlighting the fundamental role of glycans in immunity, such as in development, and in major inflammatory processes such as inflammatory bowel disease, systemic lupus erythematosus and other autoimmune disorders. Glycans play an instrumental role in the immune response, integrating the canonical circuits that regulate innate and adaptive immune responses. The relevance of glycosylation in immunity is demonstrated by the role of glycans as important danger-associated molecular patterns and pathogen-associated molecular patterns associated with the discrimination between self and non-self; also as important regulators of the threshold of T cell activation, modulating receptors signalling and the activity of both T and other immune cells. In addition, glycans are important determinants that regulate the dynamic crosstalk between the microbiome and immune response. In this chapter, the essential role of glycans in the immunopathogenesis of inflammatory disorders will be presented and its potential clinical applications (diagnosis, prognosis and therapeutics) will be highlighted.
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Resident Memory T Cells and Their Effect on Cancer. Vaccines (Basel) 2020; 8:vaccines8040562. [PMID: 33019493 PMCID: PMC7711795 DOI: 10.3390/vaccines8040562] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Revised: 09/21/2020] [Accepted: 09/23/2020] [Indexed: 12/12/2022] Open
Abstract
Resident memory T (TRM) cells are a unique subset of CD8+ T cells that are present within certain tissues and do not recirculate through the blood. Long term memory establishment and maintenance are dependent on tissue population of memory T cells. They are characterized by dual CD69/CD103 positivity, and play a role in both response to viral infection and local cancer immunosurveillance. Human TRM cells demonstrate the increased expression of adhesion molecules to facilitate tissue retention, have reduced proliferation and produce both regulatory and immune responsive cytokines. TRM cell phenotype is often characterized by a distinct expression profile driven by Runx3, Blimp1, and Hobit transcription factors. The accumulation of TRM cells in tumors is associated with increased survival and response to immunotherapies, including anti-PD-1 and anti-CTLA-4. In this review, we explore potential mechanisms of TRM cell transformation and maintenance, as well as potential applications for the use of TRM cells in both the development of supportive therapies and establishing more accurate prognoses.
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Aranha MP, Jewel YSM, Beckman RA, Weiner LM, Mitchell JC, Parks JM, Smith JC. Combining Three-Dimensional Modeling with Artificial Intelligence to Increase Specificity and Precision in Peptide-MHC Binding Predictions. JOURNAL OF IMMUNOLOGY (BALTIMORE, MD. : 1950) 2020; 205:1962-1977. [PMID: 32878910 PMCID: PMC7511449 DOI: 10.4049/jimmunol.1900918] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Accepted: 08/01/2020] [Indexed: 02/06/2023]
Abstract
The reliable prediction of the affinity of candidate peptides for the MHC is important for predicting their potential antigenicity and thus influences medical applications, such as decisions on their inclusion in T cell-based vaccines. In this study, we present a rapid, predictive computational approach that combines a popular, sequence-based artificial neural network method, NetMHCpan 4.0, with three-dimensional structural modeling. We find that the ensembles of bound peptide conformations generated by the programs MODELLER and Rosetta FlexPepDock are less variable in geometry for strong binders than for low-affinity peptides. In tests on 1271 peptide sequences for which the experimental dissociation constants of binding to the well-characterized murine MHC allele H-2Db are known, by applying thresholds for geometric fluctuations the structure-based approach in a standalone manner drastically improves the statistical specificity, reducing the number of false positives. Furthermore, filtering candidates generated with NetMHCpan 4.0 with the structure-based predictor led to an increase in the positive predictive value (PPV) of the peptides correctly predicted to bind very strongly (i.e., K d < 100 nM) from 40 to 52% (p = 0.027). The combined method also significantly improved the PPV when tested on five human alleles, including some with limited data for training. Overall, an average increase of 10% in the PPV was found over the standalone sequence-based method. The combined method should be useful in the rapid design of effective T cell-based vaccines.
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Affiliation(s)
- Michelle P Aranha
- Department of Biochemistry and Cellular and Molecular Biology, University of Tennessee, Knoxville, TN 37916
- Center for Molecular Biophysics, Oak Ridge National Laboratory, Oak Ridge, TN 37830
| | - Yead S M Jewel
- Department of Biochemistry and Cellular and Molecular Biology, University of Tennessee, Knoxville, TN 37916
- Center for Molecular Biophysics, Oak Ridge National Laboratory, Oak Ridge, TN 37830
| | - Robert A Beckman
- Innovation Center for Biomedical Informatics, Georgetown University Medical Center, Washington, DC 20007
- Department of Biostatistics, Bioinformatics, and Biomathematics, Georgetown University Medical Center, Washington, DC 20007
- Department of Oncology and Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC 20057
| | - Louis M Weiner
- Department of Oncology and Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC 20057
| | - Julie C Mitchell
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37830
| | - Jerry M Parks
- Center for Molecular Biophysics, Oak Ridge National Laboratory, Oak Ridge, TN 37830
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37830
| | - Jeremy C Smith
- Department of Biochemistry and Cellular and Molecular Biology, University of Tennessee, Knoxville, TN 37916;
- Center for Molecular Biophysics, Oak Ridge National Laboratory, Oak Ridge, TN 37830
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Ferrarese R, Zuppardo RA, Puzzono M, Mannucci A, Amato V, Ditonno I, Patricelli MG, Raucci AR, Clementi M, Elmore U, Rosati R, Testoni PA, Mancini N, Cavestro GM. Oral and Fecal Microbiota in Lynch Syndrome. J Clin Med 2020; 9:jcm9092735. [PMID: 32847083 PMCID: PMC7563889 DOI: 10.3390/jcm9092735] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2020] [Revised: 08/17/2020] [Accepted: 08/19/2020] [Indexed: 12/11/2022] Open
Abstract
Background: The role of microbiota in Lynch syndrome (LS) is still under debate. We compared oral and fecal microbiota of LS saliva and stool samples with normal healthy controls (NHC). Methods: Total DNA was purified from feces and saliva to amplify the V3–V4 region of the 16s rRNA gene. Sequences with a high-quality score and length >250 bp were used for taxonomic analysis with QIIME software. Results: Compared to NHC, LS fecal samples demonstrated a statistically significant increase of Bacteroidetes and Proteobacteria and a significant decrease of Firmicutes at the phylum level and of Ruminococcaceae at the family level. Moreover, LS oral samples exhibited a statistically significant increase of Veillonellaceae and Leptotrichiaceae and a statistically significant decrease of Pasteurellaceae. A beta-diversity index allowed differentiation of the two groups. Conclusions: A peculiar microbial signature is associated with LS, similar to that of sporadic colorectal cancer and Crohn’s disease. These data suggest a possible role of proinflammatory bacteria in tumor development in a condition of genetic predisposition, such as LS.
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Affiliation(s)
- Roberto Ferrarese
- Microbiology and Virology Unit, IRCCS Ospedale San Raffaele Scientific Institute, 20132 Milan, Italy; (R.F.); (V.A.); (M.C.); (N.M.)
| | - Raffaella Alessia Zuppardo
- Division of Experimental Oncology, Gastroenterology and Gastrointestinal Endoscopy Unit, IRCCS Ospedale San Raffaele Scientific Institute, 20132 Milan, Italy; (R.A.Z.); (M.P.); (P.A.T.)
| | - Marta Puzzono
- Division of Experimental Oncology, Gastroenterology and Gastrointestinal Endoscopy Unit, IRCCS Ospedale San Raffaele Scientific Institute, 20132 Milan, Italy; (R.A.Z.); (M.P.); (P.A.T.)
| | - Alessandro Mannucci
- Vita-Salute San Raffaele University, 20132 Milan, Italy; (A.M.); (I.D.); (R.R.)
| | - Virginia Amato
- Microbiology and Virology Unit, IRCCS Ospedale San Raffaele Scientific Institute, 20132 Milan, Italy; (R.F.); (V.A.); (M.C.); (N.M.)
| | - Ilaria Ditonno
- Vita-Salute San Raffaele University, 20132 Milan, Italy; (A.M.); (I.D.); (R.R.)
| | - Maria Grazia Patricelli
- Division of Genetics and Cell Biology and Laboratory of Clinical Molecular Biology and Cytogenetics, Unit of Genomics for Human Disease Diagnosis, IRCCS Ospedale San Raffaele Scientific Institute, 20132 Milan, Italy; (M.G.P.); (A.R.R.)
| | - Annalisa Russo Raucci
- Division of Genetics and Cell Biology and Laboratory of Clinical Molecular Biology and Cytogenetics, Unit of Genomics for Human Disease Diagnosis, IRCCS Ospedale San Raffaele Scientific Institute, 20132 Milan, Italy; (M.G.P.); (A.R.R.)
| | - Massimo Clementi
- Microbiology and Virology Unit, IRCCS Ospedale San Raffaele Scientific Institute, 20132 Milan, Italy; (R.F.); (V.A.); (M.C.); (N.M.)
- Vita-Salute San Raffaele University, 20132 Milan, Italy; (A.M.); (I.D.); (R.R.)
| | - Ugo Elmore
- Department of Gastrointestinal Surgery, IRCCS Ospedale San Raffaele Scientific Institute, 20132 Milan, Italy;
| | - Riccardo Rosati
- Vita-Salute San Raffaele University, 20132 Milan, Italy; (A.M.); (I.D.); (R.R.)
- Department of Gastrointestinal Surgery, IRCCS Ospedale San Raffaele Scientific Institute, 20132 Milan, Italy;
| | - Pier Alberto Testoni
- Division of Experimental Oncology, Gastroenterology and Gastrointestinal Endoscopy Unit, IRCCS Ospedale San Raffaele Scientific Institute, 20132 Milan, Italy; (R.A.Z.); (M.P.); (P.A.T.)
- Vita-Salute San Raffaele University, 20132 Milan, Italy; (A.M.); (I.D.); (R.R.)
| | - Nicasio Mancini
- Microbiology and Virology Unit, IRCCS Ospedale San Raffaele Scientific Institute, 20132 Milan, Italy; (R.F.); (V.A.); (M.C.); (N.M.)
- Vita-Salute San Raffaele University, 20132 Milan, Italy; (A.M.); (I.D.); (R.R.)
| | - Giulia Martina Cavestro
- Division of Experimental Oncology, Gastroenterology and Gastrointestinal Endoscopy Unit, IRCCS Ospedale San Raffaele Scientific Institute, 20132 Milan, Italy; (R.A.Z.); (M.P.); (P.A.T.)
- Vita-Salute San Raffaele University, 20132 Milan, Italy; (A.M.); (I.D.); (R.R.)
- Correspondence: ; Tel.: +39-022-643-5508
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Sajeed R, Sarma K, Sarmah K, Biswas D, Borkakoty B. Computational screening of potential MHC class I restricted cytotoxic T lymphocytes-based common multi-epitopes of major arboviral diseases. Future Virol 2020. [DOI: 10.2217/fvl-2019-0160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Aim: Arboviral diseases are a health hazard and Flavivirus and Alphavirus infections are the most common in humans. This study focuses on immunoinformatic approaches to identify potential MHC class I restricted epitopes common for some selected arboviral diseases. Materials & methods: T-cell epitope prediction tool of Immune Epitope Database was employed to identify putative epitopes from the polyproteins of the selected viruses. Further, population coverage, conservancy, antigenic properties and docking analyses were performed to identify potential common epitopes for the selected viruses. Results: Eight common epitopes were screened for the selected viruses based on their population coverage, conservancy, antigenic properties and binding affinity. Conclusion: Considering the in silico potency, identified epitopes may further be subjected for candidate vaccine development against these arboviruses.
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Affiliation(s)
- Rakshanda Sajeed
- Center for Computational Natural Sciences and Bioinformatics, International Institute of Information Technology, Hyderabad, Telangana, India
| | - Kishore Sarma
- Department of Virology, Indian Council of Medical Research (ICMR), Regional Medical Research Centre for NE Region, Dibrugarh, Assam, India
| | - Kimmi Sarmah
- Department of Virology, Indian Council of Medical Research (ICMR), Regional Medical Research Centre for NE Region, Dibrugarh, Assam, India
| | - Dipankar Biswas
- Department of Virology, Indian Council of Medical Research (ICMR), Regional Medical Research Centre for NE Region, Dibrugarh, Assam, India
| | - Biswajyoti Borkakoty
- Department of Virology, Indian Council of Medical Research (ICMR), Regional Medical Research Centre for NE Region, Dibrugarh, Assam, India
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Abstract
The development of peptide-based drugs, which are usually synthetic analogues of endogenous peptides, is currently one of the most topical directions in drug development. Among them, antitumor peptide-based drugs are of great interest. Anticancer peptides can be classified into three main groups based on their mechanism of action: inhibitory, necrosis-inducing and pro-apoptotic peptides. As an antitumor therapy, peptides are considered to have at least the same efficacy as chemotherapy or surgical treatment, but offer advantages in terms of safety and tolerability, given that chemotherapy is usually characterized by severe adverse effects, and surgery carries additional risks for patients. Short peptides have a number of benefits over other molecules. First, compared with full-length proteins and antibodies, short peptides are less immunogenic, more stable ex-vivo (prolonged storage at room temperature), and have better tumor or organ permeability. Moreover, the production of such short peptide-based drugs is more cost effective. Second, in comparison with small organic molecules, peptides have higher efficacy and specificity. Finally, due to the fact that the main products of peptide metabolism are amino acids, these drugs are usually characterized by lower toxicity. Short peptides have a highly selective mechanism of action, thereby demonstrating low toxicity. Furthermore, with the addition of different stabilizing structural modifications, as well as novel drug delivery systems, the peptide-based drugs are proving to be promising therapeutics for cancer mono- or polytherapy. However, challenges remain including that endogenous and synthetic peptide molecules can be oncogenic. Therefore, it is important to investigate whether peptides contribute to tumor growth. In order to answer such questions, numerous preclinical and clinical studies of peptide-based therapeutics are currently being conducted.
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Rana A, de Almeida FC, Paico Montero HA, Gonzales Carazas MM, Bortoluci KR, Sad S, Amarante-Mendes GP. RIPK3 and Caspase-1/11 Are Necessary for Optimal Antigen-Specific CD8 T Cell Response Elicited by Genetically Modified Listeria monocytogenes. Front Immunol 2020; 11:536. [PMID: 32328060 PMCID: PMC7160319 DOI: 10.3389/fimmu.2020.00536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Accepted: 03/09/2020] [Indexed: 11/26/2022] Open
Abstract
Efficient induction of effector and long-term protective antigen-specific CD8+ T memory response by vaccination is essential to eliminate malignant and pathogen-infected cells. Intracellular infectious bacteria, including Listeria monocytogenes, have been considered potent vectors to carry multiple therapeutic proteins and generate antigen-specific CD8+ T cell responses. Although the role of molecules involved in inflammatory cell death pathways, such as necroptosis (RIPK3-mediated) and pyroptosis (Caspase-1/11-mediated), as effectors of immune response against intracellular bacteria are relatively well understood, their contribution to the adjuvant effect of recombinant bacterial vectors in the context of antigen-specific CD8+ T cell response remained obscure. Therefore, we evaluated the impact of RIPK3 and Caspase-1/11 (Casp-1/11) individual and combined deficiencies on the modulation of antigen-specific CD8+ T cell response during vaccination of mice with ovalbumin-expressing L. monocytogenes (LM-OVA). We observed that Casp-1/11 but not RIPK3 deficiency negatively impacts the capacity of mice to clear LM-OVA. Importantly, both RIPK3 and Casp-1/11 are necessary for optimal LM-OVA-mediated antigen-specific CD8+ T cell response, as measured by in vivo antigen-specific CD8+ T cell proliferation, target cell elimination, and cytokine production. Furthermore, Casp-1/11 and Casp-1/11/RIPK3 combined deficiencies restrict the early initiation of antigen-specific CD8+ T cell memory response. Taken together, our findings demonstrate that RIPK3 and Casp-1/11 influence the quality of CD8+ T cell responses induced by recombinant L. monocytogenes vectors.
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Affiliation(s)
- Aamir Rana
- Instituto de Ciências Biomédicas, Universidade de São Paulo, São Paulo, Brazil.,Instituto de Investigação em Imunologia, Instituto Nacional de Ciência e Tecnologia (INCT), São Paulo, Brazil
| | - Felipe Campos de Almeida
- Instituto de Ciências Biomédicas, Universidade de São Paulo, São Paulo, Brazil.,Instituto de Investigação em Imunologia, Instituto Nacional de Ciência e Tecnologia (INCT), São Paulo, Brazil
| | | | | | - Karina R Bortoluci
- Departamento de Ciências Biológicas, Centro de Terapia Celular e Molecular (CTC-Mol), Universidade Federal de São Paulo, São Paulo, Brazil
| | - Subash Sad
- Department of Biochemistry, Microbiology and Immunology, Faculty of Medicine, University of Ottawa, Ottawa, ON, Canada
| | - Gustavo P Amarante-Mendes
- Instituto de Ciências Biomédicas, Universidade de São Paulo, São Paulo, Brazil.,Instituto de Investigação em Imunologia, Instituto Nacional de Ciência e Tecnologia (INCT), São Paulo, Brazil
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37
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Kardani K, Hashemi A, Bolhassani A. Comparative analysis of two HIV-1 multiepitope polypeptides for stimulation of immune responses in BALB/c mice. Mol Immunol 2020; 119:106-122. [DOI: 10.1016/j.molimm.2020.01.013] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2019] [Revised: 01/17/2020] [Accepted: 01/21/2020] [Indexed: 12/20/2022]
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38
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Abstract
There is an urgent need for improved cancer immunotherapies. The nanoparticles described here deliver genes to stimulate the immune system to specifically kill tumor cells. This synthetic, biodegradable system avoids the use of common gene delivery materials like viruses that can have safety concerns and manufacturing limitations. Local nanoparticle delivery evades adverse side effects stemming from systemic administration of immune-activating therapeutics. Importantly, this technology causes a tumor-targeting response but does not require prior knowledge of a particular patient’s gene expression profile; thus, it can serve as a platform to combat many different solid cancers. Moreover, local nanoparticle administration causes a systemic cellular immune response, which has the potential to lead to better outcomes in the context of recurrence or metastasis. Cancer immunotherapy has been the subject of extensive research, but highly effective and broadly applicable methods remain elusive. Moreover, a general approach to engender endogenous patient-specific cellular therapy, without the need for a priori knowledge of tumor antigen, ex vivo cellular manipulation, or cellular manufacture, could dramatically reduce costs and broaden accessibility. Here, we describe a biotechnology based on synthetic, biodegradable nanoparticles that can genetically reprogram cancer cells and their microenvironment in situ so that the cancer cells can act as tumor-associated antigen-presenting cells (tAPCs) by inducing coexpression of a costimulatory molecule (4-1BBL) and immunostimulatory cytokine (IL-12). In B16-F10 melanoma and MC38 colorectal carcinoma mouse models, reprogramming nanoparticles in combination with checkpoint blockade significantly reduced tumor growth over time and, in some cases, cleared the tumor, leading to long-term survivors that were then resistant to the formation of new tumors upon rechallenge at a distant site. In vitro and in vivo analyses confirmed that locally delivered tAPC-reprogramming nanoparticles led to a significant cell-mediated cytotoxic immune response with systemic effects. The systemic tumor-specific and cell-mediated immunotherapy response was achieved without requiring a priori knowledge of tumor-expressed antigens and reflects the translational potential of this nanomedicine.
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39
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Molecular Docking Analysis of 120 Potential HPV Therapeutic Epitopes Using a New Analytical Method. Int J Pept Res Ther 2019. [DOI: 10.1007/s10989-019-09985-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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40
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Yang Y, Nam GH, Kim GB, Kim YK, Kim IS. Intrinsic cancer vaccination. Adv Drug Deliv Rev 2019; 151-152:2-22. [PMID: 31132376 DOI: 10.1016/j.addr.2019.05.007] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2019] [Revised: 05/22/2019] [Accepted: 05/22/2019] [Indexed: 12/15/2022]
Abstract
Immunotherapy is revolutionizing the treatment of cancer, and the current immunotherapeutics have remarkably improved the outcomes for some cancer patients. However, we still need answers for patients with immunologically cold tumors that do not benefit from the current immunotherapy treatments. Here, we suggest a novel strategy that is based on using a very old and sophisticated system for cancer immunotherapy, namely "intrinsic cancer vaccination", which seeks to awaken our own immune system to activate tumor-specific T cells. To do this, we must take advantage of the genetic instability of cancer cells and the expression of cancer cell neoantigens to trigger immunity against cancer cells. It will be necessary to not only enhance the phagocytosis of cancer cells by antigen presenting cells but also induce immunogenic cancer cell death and the subsequent immunogenic clearance, cross-priming and generation of tumor-specific T cells. This strategy will allow us to avoid using known tumor-specific antigens, ex vivo manipulation or adoptive cell therapy; rather, we will efficiently present cancer cell neoantigens to our immune system and propagate the cancer-immunity cycle. This strategy simply follows the natural cycle of cancer-immunity from its very first step, and therefore could be combined with any other treatment modality to yield enhanced efficacy.
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Affiliation(s)
- Yoosoo Yang
- Biomedical Research Institute, Korea Institute of Science and Technology (KIST), Seoul 02792, Republic of Korea
| | - Gi-Hoon Nam
- Biomedical Research Institute, Korea Institute of Science and Technology (KIST), Seoul 02792, Republic of Korea; KU-KIST Graduate School of Converging Science and Technology, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul 02841, Republic of Korea
| | - Gi Beom Kim
- Biomedical Research Institute, Korea Institute of Science and Technology (KIST), Seoul 02792, Republic of Korea; KU-KIST Graduate School of Converging Science and Technology, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul 02841, Republic of Korea
| | - Yoon Kyoung Kim
- Biomedical Research Institute, Korea Institute of Science and Technology (KIST), Seoul 02792, Republic of Korea; KU-KIST Graduate School of Converging Science and Technology, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul 02841, Republic of Korea
| | - In-San Kim
- Biomedical Research Institute, Korea Institute of Science and Technology (KIST), Seoul 02792, Republic of Korea; KU-KIST Graduate School of Converging Science and Technology, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul 02841, Republic of Korea.
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41
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Shraibman B, Barnea E, Kadosh DM, Haimovich Y, Slobodin G, Rosner I, López-Larrea C, Hilf N, Kuttruff S, Song C, Britten C, Castle J, Kreiter S, Frenzel K, Tatagiba M, Tabatabai G, Dietrich PY, Dutoit V, Wick W, Platten M, Winkler F, von Deimling A, Kroep J, Sahuquillo J, Martinez-Ricarte F, Rodon J, Lassen U, Ottensmeier C, van der Burg SH, Thor Straten P, Poulsen HS, Ponsati B, Okada H, Rammensee HG, Sahin U, Singh H, Admon A. Identification of Tumor Antigens Among the HLA Peptidomes of Glioblastoma Tumors and Plasma. Mol Cell Proteomics 2019; 18:1255-1268. [PMID: 31154438 PMCID: PMC6553928 DOI: 10.1074/mcp.ra119.001524] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2019] [Indexed: 12/24/2022] Open
Abstract
Glioblastoma multiforme (GBM) is the most aggressive brain tumor with poor prognosis to most patients. Immunotherapy of GBM is a potentially beneficial treatment option, whose optimal implementation may depend on familiarity with tumor specific antigens, presented as HLA peptides by the GBM cells. Further, early detection of GBM, such as by a routine blood test, may improve survival, even with the current treatment modalities. This study includes large-scale analyses of the HLA peptidome (immunopeptidome) of the plasma-soluble HLA molecules (sHLA) of 142 plasma samples, and the membranal HLA of GBM tumors of 10 of these patients' tumor samples. Tumor samples were fresh-frozen immediately after surgery and the plasma samples were collected before, and at multiple visits after surgery. In total, this HLA peptidome analysis involved 52 different HLA allotypes and resulted in the identification of more than 35,000 different HLA peptides. Strong correlations were observed in the signal intensities and in the repertoires of identified peptides between the tumors and plasma-soluble HLA peptidomes of the individual patients, whereas low correlations were observed between these HLA peptidomes and the tumors' proteomes. HLA peptides derived from Cancer/Testis Antigens (CTAs) were selected based on their presence among the HLA peptidomes of the patients and absence of expression of their source genes from any healthy and essential human tissues, except from immune-privileged sites. Additionally, peptides were selected as potential biomarkers if their levels in the plasma-sHLA peptidome were significantly reduced after the removal of tumor mass. The CTAs identified among the analyzed HLA peptidomes provide new opportunities for personalized immunotherapy and for early diagnosis of GBM.
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Affiliation(s)
- Bracha Shraibman
- From the ‡Department of Biology, Technion, Israel Institute of Technology, Haifa 32000, Israel
| | - Eilon Barnea
- From the ‡Department of Biology, Technion, Israel Institute of Technology, Haifa 32000, Israel
| | - Dganit Melamed Kadosh
- From the ‡Department of Biology, Technion, Israel Institute of Technology, Haifa 32000, Israel
| | - Yael Haimovich
- From the ‡Department of Biology, Technion, Israel Institute of Technology, Haifa 32000, Israel
| | - Gleb Slobodin
- §Rheumatology Unit, Bnai Zion Medical Center, Haifa 31048, Israel
| | - Itzhak Rosner
- §Rheumatology Unit, Bnai Zion Medical Center, Haifa 31048, Israel
| | | | - Norbert Hilf
- ‖Immatics Biotechnologies GmbH, Paul-Ehrlich-Str. 15,72076 Tuebingen, Germany
| | - Sabrina Kuttruff
- ‖Immatics Biotechnologies GmbH, Paul-Ehrlich-Str. 15,72076 Tuebingen, Germany
| | - Colette Song
- ‖Immatics Biotechnologies GmbH, Paul-Ehrlich-Str. 15,72076 Tuebingen, Germany
| | - Cedrik Britten
- **BioNTech AG, Holderlinstr. 8,55131 Mainz, Germany
- ¶¶¶Association for Cancer Immunotherapy (CIMT), Langenbeckstr. 1,55131 Mainz, Germany
| | - John Castle
- **BioNTech AG, Holderlinstr. 8,55131 Mainz, Germany
| | | | | | - Marcos Tatagiba
- ‡‡Eberhard Karls Universität Tübingen, Department of Immunology, Auf der Morgenstelle 15,72076 Tubingen, Germany
| | - Ghazaleh Tabatabai
- ‡‡Eberhard Karls Universität Tübingen, Department of Immunology, Auf der Morgenstelle 15,72076 Tubingen, Germany
| | - Pierre-Yves Dietrich
- §§Université de Genève, Rue Gabrielle Perret Gentil 4; 1211 Geneve 14, Switzerland
| | - Valérie Dutoit
- §§Université de Genève, Rue Gabrielle Perret Gentil 4; 1211 Geneve 14, Switzerland
| | - Wolfgang Wick
- ¶¶Heidelberg University Medical Center, Im Neuenheimer Feld 672, D-69120 Heidelberg, Germany
| | - Michael Platten
- ¶¶Heidelberg University Medical Center, Im Neuenheimer Feld 672, D-69120 Heidelberg, Germany
| | - Frank Winkler
- ¶¶Heidelberg University Medical Center, Im Neuenheimer Feld 672, D-69120 Heidelberg, Germany
| | - Andreas von Deimling
- ¶¶Heidelberg University Medical Center, Im Neuenheimer Feld 672, D-69120 Heidelberg, Germany
| | - Judith Kroep
- ‖‖Leiden University Medical Center, Department of Medical Oncology, Albinusdreef 2, 2333 ZA Leiden, The Netherlands
| | - Juan Sahuquillo
- ‡‡‡Vall d'Hebron University Hospital, Institut Catala de la Salut, Pg. Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Francisco Martinez-Ricarte
- ‡‡‡Vall d'Hebron University Hospital, Institut Catala de la Salut, Pg. Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Jordi Rodon
- ‡‡‡Vall d'Hebron University Hospital, Institut Catala de la Salut, Pg. Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Ulrik Lassen
- ‖‖‖Region Hovedstaden (Center for Cancer Immune Therapy (CCIT), Herlev Hospital, Herlev Ringvej 75, DK-2730, Copenhagen, Denmark
| | - Christian Ottensmeier
- §§§Cancer Sciences Division, Faculty of Medicine, University of Southampton, Southampton, UK
| | - Sjoerd H van der Burg
- ‖‖Leiden University Medical Center, Department of Medical Oncology, Albinusdreef 2, 2333 ZA Leiden, The Netherlands
- ¶¶¶Association for Cancer Immunotherapy (CIMT), Langenbeckstr. 1,55131 Mainz, Germany
| | - Per Thor Straten
- ‖‖‖Region Hovedstaden (Center for Cancer Immune Therapy (CCIT), Herlev Hospital, Herlev Ringvej 75, DK-2730, Copenhagen, Denmark
| | - Hans Skovgaard Poulsen
- ‡‡‡‡Rigshospitalet, Departments of Radiation Biology and Oncology, Rigshospitalet 9, Blegdamsvej, DK-2100, Copenhagen, Denmark
| | - Berta Ponsati
- §§§§BCN Peptides, Pol. Ind. Els Vinyets-Els Fogars II. 08777 Sant Quinti de Mediona (Barcelona), Spain
| | - Hideho Okada
- ¶¶¶¶University of California and the Parker Institute for Cancer Immunotherapy, San Francisco, CA 94131
| | - Hans-Georg Rammensee
- ‡‡Eberhard Karls Universität Tübingen, Department of Immunology, Auf der Morgenstelle 15,72076 Tubingen, Germany
| | - Ugur Sahin
- **BioNTech AG, Holderlinstr. 8,55131 Mainz, Germany
| | - Harpreet Singh
- ‖Immatics Biotechnologies GmbH, Paul-Ehrlich-Str. 15,72076 Tuebingen, Germany
| | - Arie Admon
- From the ‡Department of Biology, Technion, Israel Institute of Technology, Haifa 32000, Israel;
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42
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Interactions between cancer stem cells, immune system and some environmental components: Friends or foes? Immunol Lett 2019; 208:19-29. [DOI: 10.1016/j.imlet.2019.03.004] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2018] [Revised: 03/02/2019] [Accepted: 03/08/2019] [Indexed: 12/17/2022]
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43
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Yamada T, Nabe S, Toriyama K, Suzuki J, Inoue K, Imai Y, Shiraishi A, Takenaka K, Yasukawa M, Yamashita M. Histone H3K27 Demethylase Negatively Controls the Memory Formation of Antigen-Stimulated CD8 + T Cells. THE JOURNAL OF IMMUNOLOGY 2019; 202:1088-1098. [PMID: 30626691 DOI: 10.4049/jimmunol.1801083] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2018] [Accepted: 12/08/2018] [Indexed: 12/11/2022]
Abstract
Although the methylation status of histone H3K27 plays a critical role in CD4+ T cell differentiation and its function, the role of Utx histone H3K27 demethylase in the CD8+ T cell-dependent immune response remains unclear. We therefore generated T cell-specific Utx flox/flox Cd4-Cre Tg (Utx KO) mice to determine the role of Utx in CD8+ T cells. Wild-type (WT) and Utx KO mice were infected with Listeria monocytogenes expressing OVA to analyze the immune response of Ag-specific CD8+ T cells. There was no significant difference in the number of Ag-specific CD8+ T cells upon primary infection between WT and Utx KO mice. However, Utx deficiency resulted in more Ag-specific CD8+ T cells upon secondary infection. Adoptive transfer of Utx KO CD8+ T cells resulted in a larger number of memory cells in the primary response than in WT. We observed a decreased gene expression of effector-associated transcription factors, including Prdm1 encoding Blimp1, in Utx KO CD8+ T cells. We confirmed that the trimethylation level of histone H3K27 in the Prdm1 gene loci in the Utx KO cells was higher than in the WT cells. The treatment of CD8+ T cells with Utx-cofactor α-ketoglutarate hampered the memory formation, whereas Utx inhibitor GSK-J4 enhanced the memory formation in WT CD8+ T cells. These data suggest that Utx negatively controls the memory formation of Ag-stimulated CD8+ T cells by epigenetically regulating the gene expression. Based on these findings, we identified a critical link between Utx and the differentiation of Ag-stimulated CD8+ T cells.
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Affiliation(s)
- Takeshi Yamada
- Department of Medical Technology, Ehime Prefectural University of Health Sciences, Tobe, Ehime 791-2101, Japan; .,Department of Infection and Host Defenses, Graduate School of Medicine, Ehime University, Shitsukawa, Toon, Ehime 791-0295, Japan
| | - Shogo Nabe
- Department of Hematology, Clinical Immunology and Infectious Diseases, Graduate School of Medicine, Ehime University, Shitsukawa, Toon, Ehime 791-0295, Japan
| | - Koji Toriyama
- Department of Ophthalmology, Graduate School of Medicine, Ehime University, Shitsukawa, Toon, Ehime 791-0295, Japan
| | - Junpei Suzuki
- Department of Immunology, Graduate School of Medicine, Ehime University, Shitsukawa, Toon, Ehime 791-0295, Japan.,Department of Translational Immunology, Translational Research Center, Ehime University Hospital, Shitsukawa, Toon, Ehime 791-0295, Japan
| | - Kazuki Inoue
- Division of Integrative Pathophysiology, Department of Proteo-Inovation, Proteo-Science Center, Graduate School of Medicine, Ehime University, Shitsukawa, Toon, Ehime 791-0295, Japan; and
| | - Yuuki Imai
- Division of Integrative Pathophysiology, Department of Proteo-Inovation, Proteo-Science Center, Graduate School of Medicine, Ehime University, Shitsukawa, Toon, Ehime 791-0295, Japan; and
| | - Atsushi Shiraishi
- Department of Ophthalmology, Graduate School of Medicine, Ehime University, Shitsukawa, Toon, Ehime 791-0295, Japan
| | - Katsuto Takenaka
- Department of Hematology, Clinical Immunology and Infectious Diseases, Graduate School of Medicine, Ehime University, Shitsukawa, Toon, Ehime 791-0295, Japan
| | - Masaki Yasukawa
- Department of Hematology, Clinical Immunology and Infectious Diseases, Graduate School of Medicine, Ehime University, Shitsukawa, Toon, Ehime 791-0295, Japan.,Division of Immune Regulation, Department of Proteo-Innovation, Proteo-Science Center, Graduate School of Medicine, Ehime University, Toon, Ehime 791-0295, Japan
| | - Masakatsu Yamashita
- Department of Immunology, Graduate School of Medicine, Ehime University, Shitsukawa, Toon, Ehime 791-0295, Japan; .,Department of Translational Immunology, Translational Research Center, Ehime University Hospital, Shitsukawa, Toon, Ehime 791-0295, Japan.,Division of Immune Regulation, Department of Proteo-Innovation, Proteo-Science Center, Graduate School of Medicine, Ehime University, Toon, Ehime 791-0295, Japan
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Martínez-Puente DH, Pérez-Trujillo JJ, Gutiérrez-Puente Y, Rodríguez-Rocha H, García-García A, Saucedo-Cárdenas O, Montes-de-Oca-Luna R, Loera-Arias MJ. Targeting HPV-16 antigens to the endoplasmic reticulum induces an endoplasmic reticulum stress response. Cell Stress Chaperones 2019; 24:149-158. [PMID: 30604352 PMCID: PMC6363615 DOI: 10.1007/s12192-018-0952-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2018] [Revised: 11/15/2018] [Accepted: 11/16/2018] [Indexed: 01/01/2023] Open
Abstract
Very promising results have been observed with a deoxyribonucleic acid (DNA) vaccine based on human papillomavirus type-16 (HPV-16) antigen retention and delivery system in the endoplasmic reticulum (ER). However, the mechanism by which these antigens are processed once they reach this organelle is still unknown. Therefore, we evaluated whether this system awakens a stress response in the ER. Different DNA constructs based on E6 and E7 mutant antigens fused to an ER signal peptide (SP), a signal for retention in the ER (KDEL), or both signals (SPK), were transfected into HEK-293 cells. Overexpression of E6 and E7 antigens targeted to the ER (SP, and SPK constructs) induced ER stress, which was indicated by an increase of the ER-stress markers GRP78/BiP and CHOP. Additionally, the ER stress response was mediated by the ATF4 transcription factor, which was translocated into the nucleus. Besides, the overexpressed antigens were degraded by the proteasome. Through a cycloheximide-chase assay, we demonstrated that when both protein synthesis and proteasome were inhibited, the overexpressed antigens were degraded. Interestingly, when proteasome was blocked autophagy was increased and the ER stress response decreased. Taken together, these results indicate that the antigens are initially degraded by the ERAD pathway, and autophagy degradation pathway can be induced to compensate the proteasome inhibition. Therefore, we provided a new insight into the mechanism by which E6 and E7 mutant antigens are processed once they reach the ER, which will help to improve the development of more effective vaccines against cancer.
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Affiliation(s)
- David H Martínez-Puente
- Departamento de Histología, Facultad de Medicina, Universidad Autonoma de Nuevo Leon, Madero y Aguirre Pequeño s/n Mitras Centro, 66460, Monterrey, Nuevo León, México
| | - José J Pérez-Trujillo
- Departamento de Histología, Facultad de Medicina, Universidad Autonoma de Nuevo Leon, Madero y Aguirre Pequeño s/n Mitras Centro, 66460, Monterrey, Nuevo León, México
| | - Yolanda Gutiérrez-Puente
- Departamento de Química, Facultad de Ciencias Biológicas, Universidad Autonoma de Nuevo Leon, San Nicolás de los Garza, México
| | - Humberto Rodríguez-Rocha
- Departamento de Histología, Facultad de Medicina, Universidad Autonoma de Nuevo Leon, Madero y Aguirre Pequeño s/n Mitras Centro, 66460, Monterrey, Nuevo León, México
| | - Aracely García-García
- Departamento de Histología, Facultad de Medicina, Universidad Autonoma de Nuevo Leon, Madero y Aguirre Pequeño s/n Mitras Centro, 66460, Monterrey, Nuevo León, México
| | - Odila Saucedo-Cárdenas
- Departamento de Histología, Facultad de Medicina, Universidad Autonoma de Nuevo Leon, Madero y Aguirre Pequeño s/n Mitras Centro, 66460, Monterrey, Nuevo León, México
- Departamento de Genética Molecular, Centro de Investigación Biomédica del Noreste, Delegación Nuevo León, Instituto Mexicano del Seguro Social, Mexico City, Mexico
| | - Roberto Montes-de-Oca-Luna
- Departamento de Histología, Facultad de Medicina, Universidad Autonoma de Nuevo Leon, Madero y Aguirre Pequeño s/n Mitras Centro, 66460, Monterrey, Nuevo León, México
| | - María J Loera-Arias
- Departamento de Histología, Facultad de Medicina, Universidad Autonoma de Nuevo Leon, Madero y Aguirre Pequeño s/n Mitras Centro, 66460, Monterrey, Nuevo León, México.
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45
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Thema N, Tshilwane S, Son L, Smith R, Faber F, Steyn H, van Kleef M, Liebenberg J, Pretorius A. Ehrlichia ruminantium antigens and peptides induce cytotoxic T cell responses in vitro. Vet Immunol Immunopathol 2019; 207:1-9. [DOI: 10.1016/j.vetimm.2018.11.012] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2018] [Revised: 10/25/2018] [Accepted: 11/18/2018] [Indexed: 01/31/2023]
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46
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Ozik J, Collier N, Wozniak JM, Macal C, Cockrell C, Friedman SH, Ghaffarizadeh A, Heiland R, An G, Macklin P. High-throughput cancer hypothesis testing with an integrated PhysiCell-EMEWS workflow. BMC Bioinformatics 2018; 19:483. [PMID: 30577742 PMCID: PMC6302449 DOI: 10.1186/s12859-018-2510-x] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
BACKGROUND Cancer is a complex, multiscale dynamical system, with interactions between tumor cells and non-cancerous host systems. Therapies act on this combined cancer-host system, sometimes with unexpected results. Systematic investigation of mechanistic computational models can augment traditional laboratory and clinical studies, helping identify the factors driving a treatment's success or failure. However, given the uncertainties regarding the underlying biology, these multiscale computational models can take many potential forms, in addition to encompassing high-dimensional parameter spaces. Therefore, the exploration of these models is computationally challenging. We propose that integrating two existing technologies-one to aid the construction of multiscale agent-based models, the other developed to enhance model exploration and optimization-can provide a computational means for high-throughput hypothesis testing, and eventually, optimization. RESULTS In this paper, we introduce a high throughput computing (HTC) framework that integrates a mechanistic 3-D multicellular simulator (PhysiCell) with an extreme-scale model exploration platform (EMEWS) to investigate high-dimensional parameter spaces. We show early results in applying PhysiCell-EMEWS to 3-D cancer immunotherapy and show insights on therapeutic failure. We describe a generalized PhysiCell-EMEWS workflow for high-throughput cancer hypothesis testing, where hundreds or thousands of mechanistic simulations are compared against data-driven error metrics to perform hypothesis optimization. CONCLUSIONS While key notational and computational challenges remain, mechanistic agent-based models and high-throughput model exploration environments can be combined to systematically and rapidly explore key problems in cancer. These high-throughput computational experiments can improve our understanding of the underlying biology, drive future experiments, and ultimately inform clinical practice.
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Affiliation(s)
| | | | | | | | - Chase Cockrell
- Dept. of Surgery, University of Chicago, Chicago, IL, USA
| | | | - Ahmadreza Ghaffarizadeh
- Lawrence J. Ellison Center for Transformative Medicine, University of Southern California, Los Angeles, CA, USA
| | - Randy Heiland
- Intelligent Systems Engineering, Indiana University, Bloomington, IN, USA
| | - Gary An
- Dept. of Surgery, University of Chicago, Chicago, IL, USA
| | - Paul Macklin
- Intelligent Systems Engineering, Indiana University, Bloomington, IN, USA.
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Khatoon N, Pandey RK, Ojha R, Aathmanathan VS, Krishnan M, Prajapati VK. Exploratory algorithm to devise multi-epitope subunit vaccine by investigating Leishmania donovani membrane proteins. J Biomol Struct Dyn 2018; 37:2381-2393. [DOI: 10.1080/07391102.2018.1484815] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Affiliation(s)
- Nazia Khatoon
- Department of Biochemistry, School of Life Sciences, Central University of Rajasthan, Ajmer, India
| | - Rajan Kumar Pandey
- Department of Biochemistry, School of Life Sciences, Central University of Rajasthan, Ajmer, India
| | - Rupal Ojha
- Department of Biochemistry, School of Life Sciences, Central University of Rajasthan, Ajmer, India
| | | | - Muthukalingan Krishnan
- Department of Biochemistry, School of Life Sciences, Central University of Rajasthan, Ajmer, India
- Department of Environmental Biotechnology, Bharathidasan University, Tiruchirappalli, IndiaCommunicated by Ramaswamy H. Sarma
| | - Vijay Kumar Prajapati
- Department of Biochemistry, School of Life Sciences, Central University of Rajasthan, Ajmer, India
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48
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Lu J, Liu X, Liao YP, Wang X, Ahmed A, Jiang W, Ji Y, Meng H, Nel AE. Breast Cancer Chemo-immunotherapy through Liposomal Delivery of an Immunogenic Cell Death Stimulus Plus Interference in the IDO-1 Pathway. ACS NANO 2018; 12:11041-11061. [PMID: 30481959 PMCID: PMC6262474 DOI: 10.1021/acsnano.8b05189] [Citation(s) in RCA: 173] [Impact Index Per Article: 28.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/14/2023]
Abstract
Immunotherapy provides the best approach to reduce the high mortality of metastatic breast cancer (BC). We demonstrate a chemo-immunotherapy approach, which utilizes a liposomal carrier to simultaneously trigger immunogenic cell death (ICD) as well as interfere in the regionally overexpressed immunosuppressive effect of indoleamine 2,3-dioxygenase (IDO-1) at the BC tumor site. The liposome was constructed by self-assembly of a phospholipid-conjugated prodrug, indoximod (IND), which inhibits the IDO-1 pathway, followed by the remote loading of the ICD-inducing chemo drug, doxorubicin (DOX). Intravenous injection of the encapsulated two-drug combination dramatically improved the pharmacokinetics and tumor drug concentrations of DOX and IND in an orthotopic 4T1 tumor model in syngeneic mice. Delivery of a threshold ICD stimulus resulted in the uptake of dying BC cells by dendritic cells, tumor antigen presentation and the activation/recruitment of naı̈ve T-cells. The subsequent activation of perforin- and IFN-γ releasing cytotoxic T-cells induced robust tumor cell killing at the primary as well as metastatic tumor sites. Immune phenotyping of the tumor tissues confirmed the recruitment of CD8+ cytotoxic T lymphocytes (CTLs), disappearance of Tregs, and an increase in CD8+/FOXP3+ T-cell ratios. Not only does the DOX/IND-Liposome provide a synergistic antitumor response that is superior to a DOX-only liposome, but it also demonstrated that the carrier could be effectively combined with PD-1 blocking antibodies to eradicate lung metastases. All considered, an innovative nano-enabled approach has been established to allow deliberate use of ICD to switch an immune deplete to an immune replete BC microenvironment, allowing further boosting of the response by coadministered IDO inhibitors or immune checkpoint blocking antibodies.
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MESH Headings
- Animals
- Antineoplastic Agents/administration & dosage
- Antineoplastic Agents/chemistry
- Antineoplastic Agents/pharmacology
- Breast Neoplasms/immunology
- Breast Neoplasms/pathology
- Breast Neoplasms/therapy
- Cell Death/drug effects
- Cell Line, Tumor
- Cell Proliferation/drug effects
- Doxorubicin/administration & dosage
- Doxorubicin/chemistry
- Doxorubicin/pharmacology
- Drug Delivery Systems
- Drug Screening Assays, Antitumor
- Female
- Immunotherapy
- Indoleamine-Pyrrole 2,3,-Dioxygenase/antagonists & inhibitors
- Indoleamine-Pyrrole 2,3,-Dioxygenase/metabolism
- Liposomes/chemistry
- Mammary Neoplasms, Experimental/immunology
- Mammary Neoplasms, Experimental/pathology
- Mammary Neoplasms, Experimental/therapy
- Mice
- Mice, Inbred BALB C
- Tryptophan/administration & dosage
- Tryptophan/analogs & derivatives
- Tryptophan/chemistry
- Tryptophan/pharmacology
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Affiliation(s)
- Jianqin Lu
- Division
of NanoMedicine, Department of Medicine, David Geffen School
of Medicine, Center for Environmental Implications of Nanotechnology, California
NanoSystems Institute, and Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, California 90095, United States
| | - Xiangsheng Liu
- Division
of NanoMedicine, Department of Medicine, David Geffen School
of Medicine, Center for Environmental Implications of Nanotechnology, California
NanoSystems Institute, and Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, California 90095, United States
| | - Yu-Pei Liao
- Division
of NanoMedicine, Department of Medicine, David Geffen School
of Medicine, Center for Environmental Implications of Nanotechnology, California
NanoSystems Institute, and Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, California 90095, United States
| | - Xiang Wang
- Division
of NanoMedicine, Department of Medicine, David Geffen School
of Medicine, Center for Environmental Implications of Nanotechnology, California
NanoSystems Institute, and Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, California 90095, United States
| | - Ayman Ahmed
- Division
of NanoMedicine, Department of Medicine, David Geffen School
of Medicine, Center for Environmental Implications of Nanotechnology, California
NanoSystems Institute, and Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, California 90095, United States
| | - Wen Jiang
- Division
of NanoMedicine, Department of Medicine, David Geffen School
of Medicine, Center for Environmental Implications of Nanotechnology, California
NanoSystems Institute, and Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, California 90095, United States
| | - Ying Ji
- Division
of NanoMedicine, Department of Medicine, David Geffen School
of Medicine, Center for Environmental Implications of Nanotechnology, California
NanoSystems Institute, and Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, California 90095, United States
| | - Huan Meng
- Division
of NanoMedicine, Department of Medicine, David Geffen School
of Medicine, Center for Environmental Implications of Nanotechnology, California
NanoSystems Institute, and Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, California 90095, United States
- Phone: 310.825.0217. E-mail:
| | - Andre E. Nel
- Division
of NanoMedicine, Department of Medicine, David Geffen School
of Medicine, Center for Environmental Implications of Nanotechnology, California
NanoSystems Institute, and Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, California 90095, United States
- Phone: 310.825.6620. E-mail:
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49
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Sugimoto S, Iwasaki Y. Surface Modification of Macrophages with Nucleic Acid Aptamers for Enhancing the Immune Response against Tumor Cells. Bioconjug Chem 2018; 29:4160-4167. [PMID: 30395444 DOI: 10.1021/acs.bioconjchem.8b00793] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Antigen-presenting cells play a dominant role in cancer immunotherapy. Tumor cells, however, can still resort to several mechanisms of immune evasion that ultimately lead to the development of tumor tissues. In the current study, we performed surface modification of live macrophages with nucleic acid aptamers with the aim to enhance their affinity for tumor cells. Intercellular adhesion of tumor cells to surface-modified macrophages and the functions of the macrophages when in contact with tumor cells were investigated. To immobilize thiol-terminated nucleic acid aptamers that showed high affinity for the membrane protein of the tumor cells, methacryloyl groups were delivered into the sialic acids of the macrophages via metabolic glycoengineering (MGE). The proposed surface modification was cytocompatible and did not induce any undesirable activation of macrophages. According to the cell proliferation assay, the density of aptamers immobilized on a macrophage was found to decrease over time. However, the presence of aptamers on the cell surface was observed for more than 24 h after the immobilization. The number of adherent tumor cells on aptamer-immobilized macrophages was significantly larger than that of non-immobilized macrophages. Although the number of adherent tumor cells on aptamer-immobilized macrophages was not influenced by the pretreatment of doxorubicin to induce apoptosis in tumor cells, the apoptosis-induced tumor cells were highly phagocytosed by the aptamer-immobilized macrophages. The secretion amount of proinflammatory cytokines (TNF-α and IL-12) from the macrophages was coincident with the phagocytic index, which increased with the phagocytic uptake of tumor cells by the macrophages. In addition, the expression level of the major histocompatibility complex (MHC) class I and II molecules, required for antigen presentation, increased in nucleic acid aptamer-immobilized macrophages. Overall, the surface modification of macrophages with nucleic acid aptamers improved the tumor cell recognition of macrophages, indicating that the combination of cell surface engineering and anticancer drug treatment could constitute a promising strategy for tumor cell elimination.
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Affiliation(s)
- Shunsuke Sugimoto
- Department of Chemistry and Materials Engineering, Faculty of Chemistry, Materials and Bioengineering , Kansai University , 3-3-35 Yamate-cho , Suita-shi , Osaka 564-8680 , Japan
| | - Yasuhiko Iwasaki
- Department of Chemistry and Materials Engineering, Faculty of Chemistry, Materials and Bioengineering , Kansai University , 3-3-35 Yamate-cho , Suita-shi , Osaka 564-8680 , Japan
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50
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Shraibman B, Barnea E, Kadosh DM, Haimovich Y, Slobodin G, Rosner I, López-Larrea C, Hilf N, Kuttruff S, Song C, Britten C, Castle J, Kreiter S, Frenzel K, Tatagiba M, Tabatabai G, Dietrich PY, Dutoit V, Wick W, Platten M, Winkler F, von Deimling A, Kroep J, Sahuquillo J, Martinez-Ricarte F, Rodon J, Lassen U, Ottensmeier C, van der Burg SH, Thor Straten P, Poulsen HS, Ponsati B, Okada H, Rammensee HG, Sahin U, Singh H, Admon A. Identification of Tumor Antigens Among the HLA Peptidomes of Glioblastoma Tumors and Plasma. Mol Cell Proteomics 2018; 17:2132-2145. [PMID: 30072578 PMCID: PMC6210219 DOI: 10.1074/mcp.ra118.000792] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2018] [Revised: 07/22/2018] [Indexed: 12/22/2022] Open
Abstract
Glioblastoma multiforme (GBM) is the most aggressive brain tumor with poor prognosis to most patients. Immunotherapy of GBM is a potentially beneficial treatment option, whose optimal implementation may depend on familiarity with tumor specific antigens, presented as HLA peptides by the GBM cells. Furthermore, early detection of GBM, such as by a routine blood test, may improve survival, even with the current treatment modalities. This study includes large-scale analyses of the HLA peptidome (immunopeptidome) of the plasma-soluble HLA molecules (sHLA) of 142 plasma samples, and the membranal HLA of GBM tumors of 10 of these patients' tumor samples. Tumor samples were fresh-frozen immediately after surgery and the plasma samples were collected before, and at multiple visits after surgery. In total, this HLA peptidome analysis involved 52 different HLA allotypes and resulted in the identification of more than 35,000 different HLA peptides. Strong correlations were observed in the signal intensities and in the repertoires of identified peptides between the tumors and plasma-soluble HLA peptidomes of the individual patients, whereas low correlations were observed between these HLA peptidomes and the tumors' proteomes. HLA peptides derived from Cancer/Testis Antigens (CTAs) were selected based on their presence among the HLA peptidomes of the patients and absence of expression of their source genes from any healthy and essential human tissues, except from immune-privileged sites. Additionally, peptides were selected as potential biomarkers if their levels in the plasma-sHLA peptidome were significantly reduced after the removal of tumor mass. The CTAs identified among the analyzed HLA peptidomes provide new opportunities for personalized immunotherapy and for early diagnosis of GBM.
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Affiliation(s)
- Bracha Shraibman
- From the ‡Biology, Technion - Israel Institute of Technology, Haifa 32000, Israel
| | - Eilon Barnea
- From the ‡Biology, Technion - Israel Institute of Technology, Haifa 32000, Israel
| | | | - Yael Haimovich
- From the ‡Biology, Technion - Israel Institute of Technology, Haifa 32000, Israel
| | - Gleb Slobodin
- §Rheumatology Unit Bnai Zion Medical Center, Haifa 31048, Israel
| | - Itzhak Rosner
- §Rheumatology Unit Bnai Zion Medical Center, Haifa 31048, Israel
| | | | - Norbert Hilf
- ‖Immatics Biotechnologies GmbH, Paul-Ehrlich-Str. 15,72076 Tuebingen, Germany
| | - Sabrina Kuttruff
- ‖Immatics Biotechnologies GmbH, Paul-Ehrlich-Str. 15,72076 Tuebingen, Germany
| | - Colette Song
- ‖Immatics Biotechnologies GmbH, Paul-Ehrlich-Str. 15,72076 Tuebingen, Germany
| | - Cedrik Britten
- **BioNTech AG, Holderlinstr. 8,55131 Mainz, Germany
- ¶¶¶Association for Cancer Immunotherapy (CIMT), Langenbeckstr. 1,55131 Mainz, Germany
| | - John Castle
- **BioNTech AG, Holderlinstr. 8,55131 Mainz, Germany
| | | | | | - Marcos Tatagiba
- ‡‡Eberhard Karls Universität Tübingen, Department of Immunology, Auf der Morgenstelle 15,72076 Tubingen, Germany
| | - Ghazaleh Tabatabai
- ‡‡Eberhard Karls Universität Tübingen, Department of Immunology, Auf der Morgenstelle 15,72076 Tubingen, Germany
| | - Pierre-Yves Dietrich
- §§Université de Genève, Rue Gabrielle Perret Gentil 4; 1211 Geneve 14, Switzerland
| | - Valérie Dutoit
- §§Université de Genève, Rue Gabrielle Perret Gentil 4; 1211 Geneve 14, Switzerland
| | - Wolfgang Wick
- ¶¶Heidelberg University Medical Center, Im Neuenheimer Feld 672, D-69120 Heidelberg, Germany
| | - Michael Platten
- ¶¶Heidelberg University Medical Center, Im Neuenheimer Feld 672, D-69120 Heidelberg, Germany
| | - Frank Winkler
- ¶¶Heidelberg University Medical Center, Im Neuenheimer Feld 672, D-69120 Heidelberg, Germany
| | - Andreas von Deimling
- ¶¶Heidelberg University Medical Center, Im Neuenheimer Feld 672, D-69120 Heidelberg, Germany
| | - Judith Kroep
- ‖‖Leiden University Medical Center, Department of Medical Oncology, Albinusdreef 2, 2333 ZA Leiden, The Netherlands
| | - Juan Sahuquillo
- ***Vall d'Hebron University Hospital, Institut Catala de la Salut, Pg. Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Francisco Martinez-Ricarte
- ***Vall d'Hebron University Hospital, Institut Catala de la Salut, Pg. Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Jordi Rodon
- ***Vall d'Hebron University Hospital, Institut Catala de la Salut, Pg. Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Ulrik Lassen
- ‡‡‡Region Hovedstaden (Center for Cancer Immune Therapy (CCIT), Herlev Hospital, Herlev Ringvej 75, DK-2730, Copenhagen, Denmark
| | - Christian Ottensmeier
- §§§Cancer Sciences Division, Faculty of Medicine, University of Southampton, Southampton, UK
| | - Sjoerd H van der Burg
- ‖‖Leiden University Medical Center, Department of Medical Oncology, Albinusdreef 2, 2333 ZA Leiden, The Netherlands
- ¶¶¶Association for Cancer Immunotherapy (CIMT), Langenbeckstr. 1,55131 Mainz, Germany
| | - Per Thor Straten
- ‡‡‡Region Hovedstaden (Center for Cancer Immune Therapy (CCIT), Herlev Hospital, Herlev Ringvej 75, DK-2730, Copenhagen, Denmark
| | - Hans Skovgaard Poulsen
- ‖‖‖Rigshospitalet, Departments of Radiation Biology and Oncology, Rigshospitalet 9, Blegdamsvej, DK-2100, Copenhagen, Denmark
| | - Berta Ponsati
- ****BCN Peptides, Pol. Ind. Els Vinyets-Els Fogars II. 08777 Sant Quinti de Mediona (Barcelona), Spain
| | - Hideho Okada
- ‡‡‡‡University of California, San Francisco, CA 94131 USA
| | - Hans-Georg Rammensee
- ‡‡Eberhard Karls Universität Tübingen, Department of Immunology, Auf der Morgenstelle 15,72076 Tubingen, Germany
| | - Ugur Sahin
- **BioNTech AG, Holderlinstr. 8,55131 Mainz, Germany
| | - Harpreet Singh
- ‖Immatics Biotechnologies GmbH, Paul-Ehrlich-Str. 15,72076 Tuebingen, Germany
| | - Arie Admon
- From the ‡Biology, Technion - Israel Institute of Technology, Haifa 32000, Israel;
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