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Xu B, Liang J, Fu L, Wei J, Lin J. A Novel Oncogenic Role of Disulfidptosis-related Gene SLC7A11 in Anti-tumor Immunotherapy Response to Human Cancers. Curr Cancer Drug Targets 2024; 24:846-866. [PMID: 38303526 DOI: 10.2174/0115680096277818231229105732] [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: 08/17/2023] [Revised: 10/22/2023] [Accepted: 11/08/2023] [Indexed: 02/03/2024]
Abstract
BACKGROUND The protein Solute Carrier Family 7 Member 11 (SLC7A11) plays a pivotal role in cellular redox homeostasis by suppressing disulfidptosis, which restricts tumor growth. Yet, its relevance in prognosis, immunity, and cancer treatment efficacy is not well understood. METHODS We conducted a comprehensive analysis of the expression of SLC7A11 across 33 cancer types, employing datasets from public databases. Methods, such as Cox regression and survival analyses assessed its prognostic significance, while functional enrichment explored the biological processes tied to SLC7A11. The association between SLC7A11 expression, immune cell infiltration, and immune-related gene expression was also scrutinized. RESULTS Notably, SLC7A11 expression was more pronounced in cancerous compared to normal samples and correlated with higher tumor grades. Increased SLC7A11 expression was linked to poor outcomes, particularly in liver hepatocellular carcinoma (LIHC). This protein's expression also showcased significant relationships with diverse molecular and immune subtypes. Additionally, a prognostic nomogram was devised, integrating SLC7A11 expression and clinical variables. High SLC7A11 levels corresponded with cell growth and senescence pathways in various cancers and with lipid and cholesterol metabolism in LIHC. Furthermore, potential therapeutic compounds for LIHC with high SLC7A11 were identified. Real-time PCR (qPCR) and Western blot were conducted to explore the expression of SLC7A11 in tumor tissues and cancer cell lines. CONCLUSION In summation, this study emphasizes the prognostic and immunological importance of SLC7A11, spotlighting its potential as a therapeutic target in LIHC.
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Affiliation(s)
- Borui Xu
- Department of Pancreato-Biliary Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510080, People's Republic of China
| | - Jiahua Liang
- Department of Pancreato-Biliary Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510080, People's Republic of China
| | - Liangmin Fu
- Department of Urology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510080, People's Republic of China
- Institute of Precision Medicine, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510080, People's Republic of China
| | - Jinhuan Wei
- Department of Urology, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510080, People's Republic of China
| | - Juan Lin
- Department of Pediatrics, Third Affiliated Hospital, Sun Yat-Sen University, Guangzhou, 510630, People's Republic of China
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Sun Y, Xu C, Jiang Z, Jiang X. DEF6(differentially exprehomolog) exacerbates pathological cardiac hypertrophy via RAC1. Cell Death Dis 2023; 14:483. [PMID: 37524688 PMCID: PMC10390462 DOI: 10.1038/s41419-023-05948-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 06/15/2023] [Accepted: 07/04/2023] [Indexed: 08/02/2023]
Abstract
Pathological cardiac hypertrophy involves multiple regulators and several signal transduction pathways. Currently, the mechanisms of it are not well understood. Differentially expressed in FDCP 6 homolog (DEF6) was reported to participate in immunity, bone remodeling, and cancers. The effects of DEF6 on pathological cardiac hypertrophy, however, have not yet been fully characterized. We initially determined the expression profile of DEF6 and found that DEF6 was upregulated in hypertrophic hearts and cardiomyocytes. Our in vivo results revealed that DEF6 deficiency in mice alleviated transverse aortic constriction (TAC)-induced cardiac hypertrophy, fibrosis, dilation and dysfunction of left ventricle. Conversely, cardiomyocyte-specific DEF6-overexpression aggravated the hypertrophic phenotype in mice under chronic pressure overload. Similar to the animal experiments, the in vitro data showed that adenovirus-mediated knockdown of DEF6 remarkably inhibited phenylephrine (PE)-induced cardiomyocyte hypertrophy, whereas DEF6 overexpression exerted the opposite effects. Mechanistically, exploration of the signal pathways showed that the mitogen-activated extracellular signal-regulated kinase 1/2 (MEK1/2)-extracellular signal-regulated kinase 1/2 (ERK1/2) cascade might be involved in the prohypertrophic effect of DEF6. Coimmunoprecipitation and GST (glutathione S-transferase) pulldown analyses demonstrated that DEF6 can directly interact with small GTPase Ras-related C3 botulinum toxin substrate 1 (Rac1), and the Rac1 activity assay revealed that the activity of Rac1 is altered with DEF6 expression in TAC-cardiac hypertrophy and PE-triggered cardiomyocyte hypertrophy. In the end, western blot and rescue experiments using Rac1 inhibitor NSC23766 and the constitutively active mutant Rac1(G12V) verified the requirement of Rac1 and MEK1/2-ERK1/2 activation for DEF6-mediated pathological cardiac hypertrophy. Our study substantiates that DEF6 acts as a deleterious regulator of cardiac hypertrophy by activating the Rac1 and MEK1/2-ERK1/2 signaling pathways, and suggests that DEF6 may be a potential treatment target for heart failure.
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Affiliation(s)
- Yan Sun
- Department of Gastroenterology, Shengjing Hospital of China Medical University, 110022, Shenyang, Liaoning Province, China
| | - Changlu Xu
- Department of Cardiology, Shengjing Hospital of China Medical University, 110022, Shenyang, Liaoning Province, China
| | - Zhongxiu Jiang
- Department of Oncology, Shengjing Hospital of China Medical University, 110022, Shenyang, Liaoning Province, China
| | - Xi Jiang
- Department of Cardiology, Shengjing Hospital of China Medical University, 110022, Shenyang, Liaoning Province, China.
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Yuan Z, Zhong Y, Hu H, Zhang W, Wang G. DEF6 has potential to be a biomarker for cancer prognosis: A pan-cancer analysis. Front Oncol 2023; 12:1064376. [PMID: 36686789 PMCID: PMC9848736 DOI: 10.3389/fonc.2022.1064376] [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: 10/08/2022] [Accepted: 12/02/2022] [Indexed: 01/06/2023] Open
Abstract
Introduction DEF6 is a gene associated with the immune system and is thought to play a crucial role in autoimmunity. There are few DEF6-related studies in cancer, and it is assumed that DEF6 is a proto-oncogene. There is currently no pan-cancer analysis of DEF6, and we performed a systematic and comprehensive pan-cancer analysis of DEF6 in an attempt to reveal its role and function in cancer. Methods The data were analyzed by mining databases available to the public and by using R software. Moreover, immunohistochemistry was used to validate the results. Results Our results revealed that DEF6 is commonly aberrantly expressed in cancer and its expression is strongly correlated with survival prognosis in a variety of cancer types. Through correlation analysis we found that DEF6 was associated with multiple immune genes and was closely related to immune infiltration. In the enrichment analysis, DEF6 may have cross-talk with multiple cancer pathways and exert oncogenic or pro-cancer functions. In addition, we collected pathological samples from colorectal cancer patients for immunohistochemical analysis and found that patients with higher immunohistochemical scores had more lymph node metastases, higher CA199, and bigger tumor size. Discussion Overall, DEF6 expression is closely related to cancers and has the potential to act as a cancer biomarker.
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Ding H, Feng Y, Xu J, Lin Z, Huang J, Wang F, Luo H, Gao Y, Zhai X, Wang X, Zhang L, Niu T, Zheng Y. A novel immune prognostic model of non-M3 acute myeloid leukemia. Am J Transl Res 2022; 14:5308-5325. [PMID: 36105048 PMCID: PMC9452334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 07/03/2022] [Indexed: 06/15/2023]
Abstract
Acute myeloid leukemia (AML) is a common hematological malignancy in adults. AML patients exhibit clinical heterogeneity with complications of molecular basis. The leukemogenesis of AML involves immune escape, and the immunosuppression status of the patient might have great impact on AML treatment outcome. In this study, we established an immune prognostic model of AML using bioinformatics tools. With the data in the TCGA and GTEx datasets, we analyzed differentially expressed genes (DEGs) in non-M3 AML and identified 420 immune-related DEGs. Among which, 49 genes' expression was found to be related to AML prognosis based on univariate Cox regression analysis. Next, we established a prognostic model with these 49 genes in AML by LASSO regression and multivariate Cox regression analyses. In our model, the expressions of 5 immune genes, MIF, DEF6, OSM, MPO, AVPR1B, were used to stratify non-M3 AML patients' treatment outcome. A patient's risk score could be calculated as Risk Score=0.40081 × MIF (MIF expression) - 0.15201 × MPO + 0.78073 × DEF6 - 0.45192 × AVPR1B + 0.25912 × OSM. The area under the curve of the risk score signature was 0.8, 0.8, and 0.96 at 1 year, 3 years, and 5 years, respectively. The prognostic model was then validated internally by TCGA data and externally by GEO data. At last, the result of single-sample gene-set enrichment analysis demonstrated that compared with healthy samples, the abundance of non-turmeric immune cells was significantly repressed in AML. To summarize, we presented an immune-related 5-gene signature prognostic model in AML.
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Affiliation(s)
- Hong Ding
- Department of Hematology, West China Hospital, Sichuan UniversityChengdu 610041, Sichuan, China
| | - Yu Feng
- Department of Hematology, West China Hospital, Sichuan UniversityChengdu 610041, Sichuan, China
| | - Juan Xu
- Department of Hematology, West China Hospital, Sichuan UniversityChengdu 610041, Sichuan, China
| | - Zhimei Lin
- Department of Hematology, West China Hospital, Sichuan UniversityChengdu 610041, Sichuan, China
- Department of Hematology, The Affiliated Hospital of Chengdu UniversityChengdu 610081, Sichuan, China
| | - Jingcao Huang
- Department of Hematology, West China Hospital, Sichuan UniversityChengdu 610041, Sichuan, China
| | - Fangfang Wang
- Department of Hematology, West China Hospital, Sichuan UniversityChengdu 610041, Sichuan, China
| | - Hongmei Luo
- Department of Hematology, West China Hospital, Sichuan UniversityChengdu 610041, Sichuan, China
| | - Yuhan Gao
- Department of Hematology, West China Hospital, Sichuan UniversityChengdu 610041, Sichuan, China
| | - Xinyu Zhai
- Department of Hematology, West China Hospital, Sichuan UniversityChengdu 610041, Sichuan, China
| | - Xin Wang
- Department of Hematology, West China Hospital, Sichuan UniversityChengdu 610041, Sichuan, China
| | - Li Zhang
- Department of Hematology, West China Hospital, Sichuan UniversityChengdu 610041, Sichuan, China
| | - Ting Niu
- Department of Hematology, West China Hospital, Sichuan UniversityChengdu 610041, Sichuan, China
| | - Yuhuan Zheng
- Department of Hematology, West China Hospital, Sichuan UniversityChengdu 610041, Sichuan, China
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Identification of IL20RB as a Novel Prognostic and Therapeutic Biomarker in Clear Cell Renal Cell Carcinoma. DISEASE MARKERS 2022; 2022:9443407. [PMID: 35299868 PMCID: PMC8923803 DOI: 10.1155/2022/9443407] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 01/23/2022] [Accepted: 02/08/2022] [Indexed: 12/13/2022]
Abstract
Background Clear cell renal cell carcinoma (ccRCC) is a type of life-threatening malignant tumor of the urinary system. IL20RB, interleukin 20 receptor subunit beta, is a cytokine receptor subunit coding gene and was initially found to play a vital role in human cancers, while its role in ccRCC still remains unclear. Methods In this work, we explored the prognostic value and therapeutic potential of IL20RB in ccRCC mainly by online tools. Firstly, we used UALCAN and GEPIA to explore the expression profile and prognostic value of IL20RB in various cancers; the expression profile in tumor cell lines was also analysed with CCLE and Expression Atlas. Then, we decided to focus on ccRCC for further analysis; we further demonstrated the significant correlation between expression and clinical features by GEPIA and UALCAN. In order to reveal the potential intrinsic mechanism responsible for the upregulation of IL20RB in ccRCC, we made genetic alternation analysis and methylation analysis. cBioPortal was used for genetic alternation analysis. UALCAN, MethSurv, and Xena were used for methylation analysis. To learn details of how IL20RB might function in ccRCC, we further conducted functional analysis and immune infiltration analysis. STRING and GSEA were used to do functional analysis. TIMER was used for immune infiltration analysis; KM plotter was used for survival analysis. Results Results show that IL20RB is upregulated in ccRCC, and low methylation may be responsible for its upregulation. Both high expression and low methylation of IL20RB predict worse survival, and both have a strong positive correlation with clinical characteristics. In addition, results indicate that there exists a crosstalk between IL20RB and neutrophils. Furthermore, the immune microenvironment could influence the prognosis predicting ability of IL20RB. Conclusions In conclusion, IL20RB plays an important role in ccRCC and is identified as a novel prognostic and potential therapeutic biomarker in ccRCC.
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Gámez-Díaz L, Seidel MG. Different Apples, Same Tree: Visualizing Current Biological and Clinical Insights into CTLA-4 Insufficiency and LRBA and DEF6 Deficiencies. Front Pediatr 2021; 9:662645. [PMID: 33996698 PMCID: PMC8113415 DOI: 10.3389/fped.2021.662645] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2021] [Accepted: 03/24/2021] [Indexed: 12/12/2022] Open
Abstract
Cytotoxic T lymphocyte antigen-4 (CTLA-4) is a crucial immune checkpoint that is constitutively expressed in regulatory T (Treg) cells. Following T-cell activation, CTLA-4 is rapidly mobilized from its intracellular vesicle pool to the cell surface to control the availability of co-stimulatory B7 molecules, thereby maintaining immune homeostasis. Heterozygous mutations in CTLA-4 lead to defects in (i) CTLA-4 ligand binding, (ii) homo-dimerization, (iii) B7-transendocytosis, and (iv) CTLA-4 vesicle trafficking, resulting in an inborn error of immunity with predominant autoimmunity. CTLA-4 vesicle trafficking impairment is also observed in patients with lipopolysaccharide-responsive beige-like anchor protein (LRBA) deficiency or the differentially expressed in FDCP6 homolog (DEF6) deficiency, caused by biallelic mutations in LRBA and DEF6, respectively. Therefore, patients with CTLA-4 insufficiency, LRBA deficiency, and-most recently reported-DEF6 deficiency present an overlapping clinical phenotype mainly attributed to a defective suppressive activity of Tregs, as all three diseases reduce overall surface expression of CTLA-4. In this paper, we describe the clinical phenotypes of these immune checkpoint defects, their patho-mechanisms, and visually compare them to other immune regulatory disorders (IPEX syndrome, CD27, and CD70 deficiencies) by using the immune deficiency and dysregulation (IDDA version 2.1) "kaleidoscope" score. This illustrates the variability of the degrees and manifestations of immune deficiency and dysregulation. Patients characteristically present with an increased risk of infections, autoimmune cytopenias, multi-organ autoimmunity, and inflammation, which are often severe and life-threatening. Furthermore, these patients suffer an increased risk of developing malignancies, especially Non-Hodgkin's lymphoma. Successful treatment options include regular administration of soluble CTLA-4-Ig fusion protein, Treg cell-sparing immune suppressants like sirolimus or mycophenolate mofetil, and hematopoietic stem cell transplantation. This mini-review highlights the most relevant biological and clinical features as well as treatment options for CTLA-4 insufficiency and LRBA and DEF6 deficiencies.
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Affiliation(s)
- Laura Gámez-Díaz
- Faculty of Medicine, Center for Chronic Immunodeficiency, Institute for Immunodeficiency, Medical Center, Albert-Ludwigs-University of Freiburg, Freiburg, Germany
| | - Markus G. Seidel
- Division of Pediatric Hematology-Oncology, Department of Pediatrics and Adolescent Medicine, Medical University of Graz, Graz, Austria
- Research Unit for Pediatric Hematology and Immunology, Medical University of Graz, Graz, Austria
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