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SLC9A1 Binding mTOR Signaling Pathway-Derived Risk Score Predicting Survival and Immune in Clear Cell Renal Cell Carcinoma. JOURNAL OF ONCOLOGY 2023. [DOI: 10.1155/2023/3937352] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/16/2023]
Abstract
Objective. Clear cell renal cell carcinoma (ccRCC) is one of the common renal cell carcinomas (RCC) with a high risk of recurrence. Considering that SLC9A1 is involved in various cellular physiological processes and probably mediates the course of mTOR signaling in tumors, this study constructed a risk model for SLC9A1 combined with mTOR signaling in ccRCC, aiming at better predicting the prognosis of patients. Methods. ccRCC expression matrices were downloaded from TCGA and ICGC databases to compare the expression of SLC9A1 in TCGA, and qRT-PCR was adopted to validate the SLC9A1 expression in different RCC cells and normal kidney cells. The CIBERSORT and ESTIMATE algorithms were used to assess samples for immunity. mTOR signaling-associated genes were downloaded from the KEGG website, and then the genes were adopted to screen genes associated with SLC9A1 expression and mTOR signaling pathway colleagues, based on which univariate COX regression and lasso regression Cox analyses were conducted to construct a ccRCC prognostic risk model. ROC curves and nomograms were used to assess the validity of the models. Results. ccRCC tumor samples showed lower SLC9A1 expression than normal samples, as also evidenced by qRT-PCR. The SLC9A1 expression was highly correlated with tumor immunity. Totally, 564 key genes associated with both SLC9A1 expression and mTOR signaling were screened out, and the risk model consisting of 11 gene signatures was constructed in ccRCC based on the 564 genes. Since patients at a high risk had poorer survival outcomes, the high-risk group presented poorer immunotherapy outcomes. Moreover, a higher clinical grade of patients suggested a higher risk score. The risk score can serve as one independent prognostic factor for the prognosis prediction of ccRCC patients. Conclusion. An extremely promising prognostic indicator for ccRCC based on SLCA9A1 and mTOR signaling has been constructed to provide reference for clinical treatment.
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Bendtsen SK, Perez-Penco M, Hübbe ML, Martinenaite E, Orebo Holmström M, Weis-Banke SE, Grønne Dahlager Jørgensen N, Jørgensen MA, Munir Ahmad S, Jensen KM, Friese C, Lundsager MT, Johansen AZ, Carretta M, Ødum N, Met Ö, Svane IM, Madsen DH, Andersen MH. Peptide vaccination activating Galectin-3-specific T cells offers a novel means to target Galectin-3-expressing cells in the tumor microenvironment. Oncoimmunology 2022; 11:2026020. [PMID: 35111385 PMCID: PMC8802901 DOI: 10.1080/2162402x.2022.2026020] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
Galectin-3 (Gal3) can be expressed by many cells in the tumor microenvironment (TME), including cancer cells, cancer-associated fibroblasts, tumor-associated macrophages, and regulatory T cells (Tregs). In addition to immunosuppression, Gal3 expression has been connected to malignant cell transformation, tumor progression, and metastasis. In the present study, we found spontaneous T-cell responses against Gal3-derived peptides in PBMCs from both healthy donors and cancer patients. We isolated and expanded these Gal3-specific T cells in vitro and showed that they could directly recognize target cells that expressed Gal3. Finally, therapeutic vaccination with a long Gal3-derived peptide epitope, which induced the expansion of Gal3-specific CD8+ T cells in vivo, showed a significant tumor-growth delay in mice inoculated with EO771.LMB metastatic mammary tumor cells. This was associated with a significantly lower percentage of both Tregs and tumor-infiltrating Gal3+ cells in the non-myeloid CD45+CD11b− compartment and with an alteration of the T-cell memory populations in the spleens of Gal3-vaccinated mice. These results suggest that by activating Gal3-specific T cells by an immune-modulatory vaccination, we can target Gal3-producing cells in the TME, and thereby induce a more immune permissive TME. This indicates that Gal3 could be a novel target for therapeutic cancer vaccines.
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Affiliation(s)
- Simone Kloch Bendtsen
- National Center for Cancer Immune Therapy (CCIT-DK), University of Copenhagen, Copenhagen University Hospital Herlev, Herlev, Denmark
| | - Maria Perez-Penco
- National Center for Cancer Immune Therapy (CCIT-DK), University of Copenhagen, Copenhagen University Hospital Herlev, Herlev, Denmark
| | - Mie Linder Hübbe
- National Center for Cancer Immune Therapy (CCIT-DK), University of Copenhagen, Copenhagen University Hospital Herlev, Herlev, Denmark
| | - Evelina Martinenaite
- National Center for Cancer Immune Therapy (CCIT-DK), University of Copenhagen, Copenhagen University Hospital Herlev, Herlev, Denmark
| | - Morten Orebo Holmström
- National Center for Cancer Immune Therapy (CCIT-DK), University of Copenhagen, Copenhagen University Hospital Herlev, Herlev, Denmark
| | - Stine Emilie Weis-Banke
- National Center for Cancer Immune Therapy (CCIT-DK), University of Copenhagen, Copenhagen University Hospital Herlev, Herlev, Denmark
| | - Nicolai Grønne Dahlager Jørgensen
- National Center for Cancer Immune Therapy (CCIT-DK), University of Copenhagen, Copenhagen University Hospital Herlev, Herlev, Denmark
| | - Mia Aaboe Jørgensen
- National Center for Cancer Immune Therapy (CCIT-DK), University of Copenhagen, Copenhagen University Hospital Herlev, Herlev, Denmark
| | - Shamaila Munir Ahmad
- National Center for Cancer Immune Therapy (CCIT-DK), University of Copenhagen, Copenhagen University Hospital Herlev, Herlev, Denmark
| | - Kasper Mølgaard Jensen
- National Center for Cancer Immune Therapy (CCIT-DK), University of Copenhagen, Copenhagen University Hospital Herlev, Herlev, Denmark
| | - Christina Friese
- National Center for Cancer Immune Therapy (CCIT-DK), University of Copenhagen, Copenhagen University Hospital Herlev, Herlev, Denmark
| | - Mia Thorup Lundsager
- National Center for Cancer Immune Therapy (CCIT-DK), University of Copenhagen, Copenhagen University Hospital Herlev, Herlev, Denmark
| | - Astrid Zedlitz Johansen
- National Center for Cancer Immune Therapy (CCIT-DK), University of Copenhagen, Copenhagen University Hospital Herlev, Herlev, Denmark
| | - Marco Carretta
- National Center for Cancer Immune Therapy (CCIT-DK), University of Copenhagen, Copenhagen University Hospital Herlev, Herlev, Denmark
| | - Niels Ødum
- Department of Immunology and Microbiology, University of Copenhagen, Copenhagen, Denmark
| | - Özcan Met
- National Center for Cancer Immune Therapy (CCIT-DK), University of Copenhagen, Copenhagen University Hospital Herlev, Herlev, Denmark
- Department of Immunology and Microbiology, University of Copenhagen, Copenhagen, Denmark
| | - Inge Marie Svane
- National Center for Cancer Immune Therapy (CCIT-DK), University of Copenhagen, Copenhagen University Hospital Herlev, Herlev, Denmark
| | - Daniel Hargbøl Madsen
- National Center for Cancer Immune Therapy (CCIT-DK), University of Copenhagen, Copenhagen University Hospital Herlev, Herlev, Denmark
- Department of Immunology and Microbiology, University of Copenhagen, Copenhagen, Denmark
| | - Mads Hald Andersen
- National Center for Cancer Immune Therapy (CCIT-DK), University of Copenhagen, Copenhagen University Hospital Herlev, Herlev, Denmark
- Department of Immunology and Microbiology, University of Copenhagen, Copenhagen, Denmark
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Zhou YT, Chen H, Ai M, Li SS, Li BY, Zhao Y, Cai WW, Hou B, Ni LL, Xu F, Qiu LY. Type-1 Na +/H + exchanger is a prognostic factor and associate with immune infiltration in liver hepatocellular carcinoma. Life Sci 2021; 278:119613. [PMID: 34000263 DOI: 10.1016/j.lfs.2021.119613] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Revised: 03/31/2021] [Accepted: 04/01/2021] [Indexed: 01/26/2023]
Abstract
AIMS SLC9A1 plays an important role in the growth, differentiation and glycolysis of tumor cells. The present study aimed to elucidate the correlation between SLC9A1 and tumor immune infiltration. MAIN METHODS Expression level of SLC9A1 gene in tumors was identified in GEPIA. The correlation between SLC9A1 and survival in various types of cancers was analyzed by the PrognoScan. SLC9A1 immune infiltration levels and clinical correlation analysis was generated via TIMER and TIMER2.0. KEGG enrichment analysis of SLC9A1 expression was evaluated via STRING. KEY FINDINGS We found that, in cancers such as liver hepatocellular carcinoma (LIHC), the expression of SLC9A1 was significantly higher in tumor tissues compared with normal tissues, and was significantly associated with poor prognosis. Further analysis showed that SLC9A1 expression in LIHC was significantly positively correlated with immune cell infiltration, and the correlation was the highest for LIHC among 40 cancers. The expression of SLC9A1 is significantly correlated with the immune marker set of most immune cells in LIHC. Furthermore, we found that the expression level of TGF-β (TGFB1) in Tregs showed the highest correlation with the expression of SLC9A1 in LIHC. SIGNIFICANCE The increased expression of SLC9A1 is positively correlated with the prognosis of cancer and the level of immune infiltration. Therefore, SLC9A1 is an important prognostic factor for immunotherapy against hepatocellular carcinoma.
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Affiliation(s)
- Yue-Tao Zhou
- Wuxi Medical School, Jiangnan University, Wuxi 214122, Jiangsu Province, PR China.
| | - Hong Chen
- Wuxi Medical School, Jiangnan University, Wuxi 214122, Jiangsu Province, PR China
| | - Min Ai
- Wuxi Medical School, Jiangnan University, Wuxi 214122, Jiangsu Province, PR China
| | - Shuang-Shuang Li
- Wuxi Medical School, Jiangnan University, Wuxi 214122, Jiangsu Province, PR China
| | - Bo-Yan Li
- Wuxi Medical School, Jiangnan University, Wuxi 214122, Jiangsu Province, PR China
| | - Ye Zhao
- Wuxi Medical School, Jiangnan University, Wuxi 214122, Jiangsu Province, PR China
| | - Wei-Wei Cai
- Wuxi Medical School, Jiangnan University, Wuxi 214122, Jiangsu Province, PR China
| | - Bao Hou
- Wuxi Medical School, Jiangnan University, Wuxi 214122, Jiangsu Province, PR China
| | - Lu-Lu Ni
- Wuxi Medical School, Jiangnan University, Wuxi 214122, Jiangsu Province, PR China
| | - Fei Xu
- Wuxi Medical School, Jiangnan University, Wuxi 214122, Jiangsu Province, PR China
| | - Li-Ying Qiu
- Wuxi Medical School, Jiangnan University, Wuxi 214122, Jiangsu Province, PR China.
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Structural features and anti-inflammatory properties of pectic polysaccharides: A review. Trends Food Sci Technol 2021. [DOI: 10.1016/j.tifs.2020.10.042] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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Dissecting the Structure-Activity Relationship of Galectin-Ligand Interactions. Int J Mol Sci 2018; 19:ijms19020392. [PMID: 29382172 PMCID: PMC5855614 DOI: 10.3390/ijms19020392] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2017] [Revised: 01/18/2018] [Accepted: 01/24/2018] [Indexed: 02/08/2023] Open
Abstract
Galectins are β-galactoside-binding proteins. As carbohydrate-binding proteins, they participate in intracellular trafficking, cell adhesion, and cell-cell signaling. Accumulating evidence indicates that they play a pivotal role in numerous physiological and pathological activities, such as the regulation on cancer progression, inflammation, immune response, and bacterial and viral infections. Galectins have drawn much attention as targets for therapeutic interventions. Several molecules have been developed as galectin inhibitors. In particular, TD139, a thiodigalactoside derivative, is currently examined in clinical trials for the treatment of idiopathic pulmonary fibrosis. Herein, we provide an in-depth review on the development of galectin inhibitors, aiming at the dissection of the structure-activity relationship to demonstrate how inhibitors interact with galectin(s). We especially integrate the structural information established by X-ray crystallography with several biophysical methods to offer, not only in-depth understanding at the molecular level, but also insights to tackle the existing challenges.
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Tumor-derived factors affecting immune cells. Cytokine Growth Factor Rev 2017; 36:79-87. [PMID: 28606733 DOI: 10.1016/j.cytogfr.2017.06.005] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2017] [Accepted: 06/06/2017] [Indexed: 12/30/2022]
Abstract
Tumor progression is accompanied by the production of a wide array of immunosuppressive factors by tumor and non-tumor cells forming the tumor microenvironment. These factors belonging to cytokines, growth factors, metabolites, glycan-binding proteins and glycoproteins are responsible for the establishment of immunosuppressive networks leading towards tumor promotion, invasion and metastasis. In pre-clinical tumor models, the inactivation of some of these suppressive networks reprograms the phenotypic and functional features of tumor-infiltrating immune cells, ultimately favoring effective anti-tumor immune responses. We will discuss factors and mechanisms identified in both mouse and human tumors, and the possibility to associate drugs inhibiting these mechanisms with new immunotherapy strategies already entered in the clinical practice.
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Suppression of established hepatocarcinoma in adjuvant only immunotherapy: alum triggers anti-tumor CD8+ T cell response. Sci Rep 2015; 5:17695. [PMID: 26647964 PMCID: PMC4673419 DOI: 10.1038/srep17695] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2015] [Accepted: 11/04/2015] [Indexed: 12/13/2022] Open
Abstract
Dendritic cell-based immunotherapy is a new weapon in our battle against malignancies in human. Recent trials in human and research work in model animals have shown various degrees of success, suggesting its great potential for clinical use. While protocols vary, a common scheme in this category of treatment involves activation of dendritic cells, with the purpose of increasing antigen presentation and cellular immunity. Therefore, proper use of immune adjuvant is a central subject of study. We report here an unexpected finding that injection of alum, the most widely used human adjuvant, into mice carrying H22 hepatocarcinoma resulted in a significant reduction of tumor growth with extended animal survival. This effect was associated with an increased specific CD8(+) T cell activation and an inflammatory environment, yet with minimal overt side effects. Our finding suggests that use of adjuvant alone in certain established tumors can invoke protective host immune activation against the same target, which may be of value in our development of new cancer immunotherapies.
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Khawar IA, Kim JH, Kuh HJ. Improving drug delivery to solid tumors: priming the tumor microenvironment. J Control Release 2014; 201:78-89. [PMID: 25526702 DOI: 10.1016/j.jconrel.2014.12.018] [Citation(s) in RCA: 349] [Impact Index Per Article: 34.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2014] [Revised: 12/15/2014] [Accepted: 12/16/2014] [Indexed: 01/04/2023]
Abstract
Malignant transformation and growth of the tumor mass tend to induce changes in the surrounding microenvironment. Abnormality of the tumor microenvironment provides a driving force leading not only to tumor progression, including invasion and metastasis, but also to acquisition of drug resistance, including pharmacokinetic (drug delivery-related) and pharmacodynamic (sensitivity-related) resistance. Drug delivery systems exploiting the enhanced permeability and retention (EPR) effect and active targeting moieties were expected to be able to cope with delivery-related drug resistance. However, recent evidence supports a considerable barrier role of tumors via various mechanisms, which results in imperfect or inefficient EPR and/or targeting effect. The components of the tumor microenvironment such as abnormal tumor vascular system, deregulated composition of the extracellular matrix, and interstitial hypertension (elevated interstitial fluid pressure) collectively or cooperatively hinder the drug distribution, which is prerequisite to the efficacy of nanoparticles and small-molecule drugs used in cancer medicine. Hence, the abnormal tumor microenvironment has recently been suggested to be a promising target for the improvement of drug delivery to improve therapeutic efficacy. Strategies to modulate the abnormal tumor microenvironment, referred to here as "solid tumor priming" (vascular normalization and/or solid stress alleviation leading to improvement in blood perfusion and convective molecular movement), have shown promising results in the enhancement of drug delivery and anticancer efficacy. These strategies may provide a novel avenue for the development of new chemotherapeutics and combination chemotherapeutic regimens as well as reassessment of previously ineffective agents.
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Affiliation(s)
- Iftikhar Ali Khawar
- Department of Biomedicine & Health Sciences, Graduate School, The Catholic University of Korea, 222, Banpo-daero, Seocho-gu, Seoul 137-701, Republic of Korea
| | - Jung Ho Kim
- Department of Biomedicine & Health Sciences, Graduate School, The Catholic University of Korea, 222, Banpo-daero, Seocho-gu, Seoul 137-701, Republic of Korea
| | - Hyo-Jeong Kuh
- Department of Biomedicine & Health Sciences, Graduate School, The Catholic University of Korea, 222, Banpo-daero, Seocho-gu, Seoul 137-701, Republic of Korea; Department of Medical LifeScience, School of Medicine, The Catholic University of Korea, 222, Banpo-daero, Seocho-gu, Seoul 137-701, Republic of Korea.
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Demotte N, Bigirimana R, Wieërs G, Stroobant V, Squifflet JL, Carrasco J, Thielemans K, Baurain JF, Van Der Smissen P, Courtoy PJ, van der Bruggen P. A Short Treatment with Galactomannan GM-CT-01 Corrects the Functions of Freshly Isolated Human Tumor–Infiltrating Lymphocytes. Clin Cancer Res 2014; 20:1823-33. [DOI: 10.1158/1078-0432.ccr-13-2459] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Antonopoulos A, Demotte N, Stroobant V, Haslam SM, van der Bruggen P, Dell A. Loss of effector function of human cytolytic T lymphocytes is accompanied by major alterations in N- and O-glycosylation. J Biol Chem 2012; 287:11240-51. [PMID: 22334653 DOI: 10.1074/jbc.m111.320820] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
Most human tumors are not eliminated by the immune system, and therapeutic vaccination shows poor results, a fact that can be explained at least partially by an immunosuppressive tumor microenvironment that is abundant in galectin-3. On cytolytic T lymphocyte (CTL) clones, maintained in culture by regular stimulation, recently activated CTLs present low effector functions. However, these functions are restored after a short treatment with LacNAc. The latter, which is in agreement with the glycoprotein-galectin lattice concept involving reduced motility, poses the question why galectin-3 ligands improve effector functions. We employed ultrasensitive MALDI-TOF-MS on resting and recently activated CTL clones combined with various glycosidase digestions and GC-MS linkage analyses. Our results showed that compared with the resting CTLs, the N-glycans of the recently activated CTLs consisted of (i) larger LacNAc oligomers of which a significant portion was longer than four-units and (ii) more multi-antennary structures. Interestingly, our results showed that the poly-LacNAc appeared to be equally distributed on all available N-glycan branches and not selectively enriched on a specific branch. The above structural alterations in the recently activated CTLs are expected to increase the galectin-3-LacNAc lattices and multivalent interactions and, therefore, reduce the motility of surface glycoproteins, such as the T-cell receptor. These findings suggest that the loss of effector functions on CTLs may be linked to reduced motility of surface glycoproteins. In addition, our results showed that recently activated CTLs had a reduced abundance of NeuAcα2,6-linked N-glycans and an increased abundance of disialylated core 1 and monosialylated core 2 O-glycan structures.
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