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Zhang Y, Cheng J, Jin P, Lv L, Yu H, Yang C, Zhang S. Comprehensive profiling of T-cell exhaustion signatures and establishment of a prognostic model in lung adenocarcinoma through integrated RNA-sequencing analysis. Technol Health Care 2025; 33:848-862. [PMID: 40105167 DOI: 10.1177/09287329241290937] [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] [Indexed: 03/20/2025]
Abstract
BackgroundT-cell exhaustion (TEX) in the tumor microenvironment causes immunotherapy resistance and poor prognosis.ObjectiveWe used bioinformatics to identify crucial TEX genes associated with the molecular classification and risk stratification of lung adenocarcinoma (LUAD).MethodsBulk RNA sequencing data of patients with LUAD were acquired from open sources. LUAD samples exhibited abnormal TEX gene expression, compared with normal samples. TEX gene-based prognostic signature was established and validated in both TCGA and GSE50081 datasets. Immune correlation and risk group-related functional analyses were also performed.ResultsEight optimized TEX genes were identified using the LASSO algorithm: ERG, BTK, IKZF3, DCC, EML4, MET, LATS2, and LOX. Several crucial Kyoto encyclopedia of genes and genomes (KEGG) pathways were identified, such as T-cell receptor signaling, toll-like receptor signaling, leukocytes trans-endothelial migration, Fcγ R-mediated phagocytosis, and GnRH signaling. Eight TEX gene-based risk score models were established and validated. Patients with high-risk scores had worse prognosis (P < 0.001). A nomogram model comprising three independent clinical factors showed good predictive efficacy for survival rate in patients with LUAD. Correlation analysis revealed that the TEX signature significantly correlated with immune cell infiltration, tumor purity, stromal cells, estimate, and immunophenotype score.ConclusionTEX-derived risk score is a promising and effective prognostic factor that is closely correlated with the immune microenvironment and estimated score. TEX signature may be a useful clinical diagnostic tool for evaluating pre-immune efficacy in patients with LUAD.
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Affiliation(s)
- Yingying Zhang
- Oncology Department, Hulunbuir Second People's Hospital, Zhalantun, Hulunbuir, China
| | - Jiaqi Cheng
- Oncology Department, Hulunbuir Second People's Hospital, Zhalantun, Hulunbuir, China
| | - Pingyan Jin
- Oncology Department, Hulunbuir Second People's Hospital, Zhalantun, Hulunbuir, China
| | - Lizheng Lv
- Department of Thoracic Surgery, Hulunbuir Second People's Hospital, Zhalantun, Hulunbuir, China
| | - Haijuan Yu
- Oncology Department, Hulunbuir Second People's Hospital, Zhalantun, Hulunbuir, China
| | - Chunxiao Yang
- Oncology Department, Hulunbuir Second People's Hospital, Zhalantun, Hulunbuir, China
| | - Shuai Zhang
- Department of Medical Oncology, Harbin Medical University Cancer Hospital, Harbin, China
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Barboza MGL, Dyna AL, Lima TF, Tavares ER, Yamada-Ogatta SF, Deduch F, Orsato A, Toledo KA, Cunha AP, Ricardo NMPS, Galhardi LCF. In vitro antiviral effect of sulfated pectin from Mangifera indica against the infection of the viral agent of childhood bronchiolitis (Respiratory Syncytial Virus - RSV). Int J Biol Macromol 2024; 280:135387. [PMID: 39260645 DOI: 10.1016/j.ijbiomac.2024.135387] [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: 11/17/2023] [Revised: 08/21/2024] [Accepted: 09/05/2024] [Indexed: 09/13/2024]
Abstract
The Human Respiratory Syncytial Virus (RSV) is the leading cause of acute respiratory infections in children. Currently, no safe, effective, or feasible option for pharmacological management of RSV exists. Hence, plant-derived natural compounds have been explored as promising antiviral agents. Mangifera indica is a globally distributed plant with reported anti-inflammatory, cardioprotective, and antiviral activities. Our study investigated the antiviral potential of a novel pectin from M. indica peels (PMi) and its chemically sulfated derivative (PSMi) against RSV in HEp-2 cells. The compounds were characterized using Fourier-transform infrared spectroscopy and nuclear magnetic resonance (NMR). NMR analysis revealed the presence of ester and carboxylic acid groups in PMi, and sulfation resulted in a sulfation degree of 0.5. PMi and PSMi showed no cytotoxic effects even at concentrations as high as 2000 μg/mL. PSMi completely inhibited RSV infectivity (100-1.56 μg/mL, 50 % inhibitory concentration of viral infectivity = 0.77 ± 0.11 μg/mL). The mechanism of action was investigated using the 50 % tissue culture infectious dose assay. PSMi displayed virucidal activity at concentrations from 100 to 6.25 μg/mL, and a significant reduction in viral infection was observed at all treatment times. Overall, PSMi is antiviral, cell-safe, and exhibits promising potential as an RSV treatment.
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Affiliation(s)
- Mario Gabriel Lopes Barboza
- Departamento de Microbiologia - Centro de Ciências Biológicas, Universidade Estadual de Londrina, Londrina, Paraná 86057-970, Brazil
| | - André Luiz Dyna
- Departamento de Microbiologia - Centro de Ciências Biológicas, Universidade Estadual de Londrina, Londrina, Paraná 86057-970, Brazil
| | - Thiago Ferreira Lima
- Departamento de Microbiologia - Centro de Ciências Biológicas, Universidade Estadual de Londrina, Londrina, Paraná 86057-970, Brazil
| | - Eliandro Reis Tavares
- Departamento de Microbiologia - Centro de Ciências Biológicas, Universidade Estadual de Londrina, Londrina, Paraná 86057-970, Brazil; Departamento de Medicina, Pontifícia Universidade Católica do Paraná, Londrina, Paraná 86067-000, Brazil
| | - Sueli Fumie Yamada-Ogatta
- Departamento de Microbiologia - Centro de Ciências Biológicas, Universidade Estadual de Londrina, Londrina, Paraná 86057-970, Brazil
| | - Flávia Deduch
- Departamento de Química - Centro de Ciências Exatas, Universidade Estadual de Londrina, Londrina, Paraná 86057-970, Brazil
| | - Alexandre Orsato
- Departamento de Química - Centro de Ciências Exatas, Universidade Estadual de Londrina, Londrina, Paraná 86057-970, Brazil
| | - Karina Alves Toledo
- Departamento de Ciências Biológicas, Universidade Estadual Paulista Júlio de Mesquita Filho, Assis, São Paulo 19806-900, Brazil
| | - Arcelina Pacheco Cunha
- Departamento de Química Orgânica e Inorgânica, Universidade Federal do Ceará, Fortaleza, Ceará 60455-760, Brazil
| | | | - Ligia Carla Faccin Galhardi
- Departamento de Microbiologia - Centro de Ciências Biológicas, Universidade Estadual de Londrina, Londrina, Paraná 86057-970, Brazil.
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Li Z, Li L, Cai S, Xu X, Zhang X, Du K, Wei B, Wang X, Zhao X, Han W. The STING-mediated antiviral effect of fucoidan from Durvillaea antarctica. Carbohydr Polym 2024; 331:121899. [PMID: 38388047 DOI: 10.1016/j.carbpol.2024.121899] [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: 10/16/2023] [Revised: 01/18/2024] [Accepted: 01/30/2024] [Indexed: 02/24/2024]
Abstract
Fucoidans have attracted increasing attention due to their minimal toxicity and various biological activities, such as antioxidant, anti-inflammatory, anti-tumor and immunomodulatory effects. In this study, the antiviral effect and mechanism of fucoidan (FU) derived from Durvillaea antarctica were explored in vitro. The results demonstrated that FU effectively inhibited the infection of both RNA virus (VSV) and DNA virus (HSV-1). The potential antiviral mechanism of FU is to trigger the production of type I IFN (IFN-I) and IFN-stimulated genes dependent on the cytoplasmic DNA adaptor STING (stimulator of interferon genes), and to enhance innate immune response via activating the STING-TBK1-IRF3 pathway. FU possesses the potential to be an antiviral and immunomodulatory agent in the future.
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Affiliation(s)
- Zhaohe Li
- Key Laboratory of Marine Drugs of Ministry of Education, School of Medicine and Pharmacy, Ocean University of China, Qingdao 266003, China
| | - Li Li
- School of Pharmacy, Hainan university, Haikou 570228, China
| | - Siqi Cai
- Key Laboratory of Marine Drugs of Ministry of Education, School of Medicine and Pharmacy, Ocean University of China, Qingdao 266003, China
| | - Xiaohan Xu
- Key Laboratory of Marine Drugs of Ministry of Education, School of Medicine and Pharmacy, Ocean University of China, Qingdao 266003, China
| | - Xue Zhang
- Key Laboratory of Marine Drugs of Ministry of Education, School of Medicine and Pharmacy, Ocean University of China, Qingdao 266003, China
| | - Kaixin Du
- Key Laboratory of Marine Drugs of Ministry of Education, School of Medicine and Pharmacy, Ocean University of China, Qingdao 266003, China
| | - Bo Wei
- Key Laboratory of Marine Drugs of Ministry of Education, School of Medicine and Pharmacy, Ocean University of China, Qingdao 266003, China
| | - Xin Wang
- Key Laboratory of Marine Drugs of Ministry of Education, School of Medicine and Pharmacy, Ocean University of China, Qingdao 266003, China; Marine Biomedical Research Institute of Qingdao, Qingdao 266071, China
| | - Xia Zhao
- Key Laboratory of Marine Drugs of Ministry of Education, School of Medicine and Pharmacy, Ocean University of China, Qingdao 266003, China; Marine Biomedical Research Institute of Qingdao, Qingdao 266071, China.
| | - Wenwei Han
- Key Laboratory of Marine Drugs of Ministry of Education, School of Medicine and Pharmacy, Ocean University of China, Qingdao 266003, China; Qingdao Hospital, University of Health and Rehabilitation Sciences (Qingdao Municipal Hospital), Qingdao 266071, China.
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Jin Z, Liu F, Zhang G, Zhang J, Zhao X, Huo X, Huang X, Xu C. An effective disease diagnostic model related to pyroptosis in ischemic cardiomyopathy. J Cell Mol Med 2023; 27:3816-3826. [PMID: 37724419 PMCID: PMC10718138 DOI: 10.1111/jcmm.17957] [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: 06/06/2023] [Revised: 08/10/2023] [Accepted: 09/04/2023] [Indexed: 09/20/2023] Open
Abstract
Pyroptosis is involved in ischemic cardiomyopathy (ICM). The study aimed to investigate the pyroptosis-related genes and clarify their diagnostic value in ICM. The bioinformatics method identified the differential pyroptosis genes between the normal control and ICM samples from online datasets. Then, protein-protein interaction (PPI) and function analysis were carried out to explore the function of these genes. Following, subtype analysis was performed using ConsensusClusterPlus, functions, immune score, stromal score, immune cell proportion and human leukocyte antigen (HLA) genes between subtypes were investigated. Moreover, optimal pyroptosis genes were selected using the least absolute shrinkage and selection operator (LASSO) analysis to construct a diagnostic model and evaluate its effectiveness using receiver operator characteristic (ROC) analysis. Twenty-one differential expressed pyroptosis genes were identified, and these genes were related to immune and pyroptosis. Subtype analysis identified two obvious subtypes: sub-1 and sub-2. And LASSO identified 13 optimal genes used to construct the diagnostic model. The diagnostic model in ICM diagnosis with the area under ROC (AUC) was 0.965. Our results suggested that pyroptosis was tightly associated with ICM.
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Affiliation(s)
- Zhankui Jin
- Department of OrthopedicsShaanxi Provincial People's HospitalXi'anChina
| | - Fuqiang Liu
- Department of CardiologyShaanxi Provincial People's HospitalXi'anChina
| | - Guoan Zhang
- Department of Cardiovascular SurgeryShaanxi Provincial People's HospitalXi'anChina
| | - Jingtao Zhang
- Department of Cardiovascular SurgeryShaanxi Provincial People's HospitalXi'anChina
| | - Xiangrong Zhao
- Shaanxi Provincial Key Laboratory of Infection and Immune DiseasesShaanxi Provincial People's HospitalXi'anChina
- Shaanxi Engineering Research Center of Cell ImmunologyShaanxi Provincial People's HospitalXi'anChina
| | - Xueping Huo
- Shaanxi Provincial Key Laboratory of Infection and Immune DiseasesShaanxi Provincial People's HospitalXi'anChina
- Shaanxi Engineering Research Center of Cell ImmunologyShaanxi Provincial People's HospitalXi'anChina
| | - Xiaoyan Huang
- Shaanxi Provincial Key Laboratory of Infection and Immune DiseasesShaanxi Provincial People's HospitalXi'anChina
- Shaanxi Engineering Research Center of Cell ImmunologyShaanxi Provincial People's HospitalXi'anChina
| | - Cuixiang Xu
- Shaanxi Provincial Key Laboratory of Infection and Immune DiseasesShaanxi Provincial People's HospitalXi'anChina
- Shaanxi Engineering Research Center of Cell ImmunologyShaanxi Provincial People's HospitalXi'anChina
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He Q, Gong G, Wan T, Hu H, Yu P. An integrated transcriptomic and metabolic phenotype analysis to uncover the metabolic characteristics of a genetically engineered Candida utilis strain expressing δ-zein gene. Front Microbiol 2023; 14:1241462. [PMID: 37744922 PMCID: PMC10513430 DOI: 10.3389/fmicb.2023.1241462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Accepted: 08/21/2023] [Indexed: 09/26/2023] Open
Abstract
Introduction Candida utilis (C. utilis) has been extensively utilized as human food or animal feed additives. With its ability to support heterologous gene expression, C. utilis proves to be a valuable platform for the synthesis of proteins and metabolites that possess both high nutritional and economic value. However, there remains a dearth of research focused on the characteristics of C. utilis through genomic, transcriptomic and metabolic approaches. Methods With the aim of unraveling the molecular mechanism and genetic basis governing the biological process of C. utilis, we embarked on a de novo sequencing endeavor to acquire comprehensive sequence data. In addition, an integrated transcriptomic and metabolic phenotype analysis was performed to compare the wild-type C. utilis (WT) with a genetically engineered strain of C. utilis that harbors the heterologous δ-zein gene (RCT). Results δ-zein is a protein rich in methionine found in the endosperm of maize. The integrated analysis of transcriptomic and metabolic phenotypes uncovered significant metabolic diversity between the WT and RCT C. utilis. A total of 252 differentially expressed genes were identified, primarily associated with ribosome function, peroxisome activity, arginine and proline metabolism, carbon metabolism, and fatty acid degradation. In the experimental setup using PM1, PM2, and PM4 plates, a total of 284 growth conditions were tested. A comparison between the WT and RCT C. utilis demonstrated significant increases in the utilization of certain carbon source substrates by RCT. Gelatin and glycogen were found to be significantly utilized to a greater extent by RCT compared to WT. Additionally, in terms of sulfur source substrates, RCT exhibited significantly increased utilization of O-Phospho-L-Tyrosine and L-Methionine Sulfone when compared to WT. Discussion The introduction of δ-zein gene into C. utilis may lead to significant changes in the metabolic substrates and metabolic pathways, but does not weaken the activity of the strain. Our study provides new insights into the transcriptomic and metabolic characteristics of the genetically engineered C. utilis strain harboring δ-zein gene, which has the potential to advance the utilization of C. utilis as an efficient protein feed in agricultural applications.
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Affiliation(s)
- Qiburi He
- Key Laboratory of Industrial Fermentation Microbiology of Ministry of Education, Tianjin Key Laboratory of Industry Microbiology, College of Biotechnology, Tianjin University of Science and Technology, Tianjin, China
- Inner Mongolia Academy of Agricultural and Animal Husbandry Science, Hohhot, China
| | - Gaowa Gong
- Inner Mongolia Academy of Agricultural and Animal Husbandry Science, Hohhot, China
| | - Tingting Wan
- Key Laboratory of Industrial Fermentation Microbiology of Ministry of Education, Tianjin Key Laboratory of Industry Microbiology, College of Biotechnology, Tianjin University of Science and Technology, Tianjin, China
| | - He Hu
- Inner Mongolia Academy of Agricultural and Animal Husbandry Science, Hohhot, China
| | - Peng Yu
- Key Laboratory of Industrial Fermentation Microbiology of Ministry of Education, Tianjin Key Laboratory of Industry Microbiology, College of Biotechnology, Tianjin University of Science and Technology, Tianjin, China
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Xue RY, Liu C, Wang JQ, Deng Y, Feng R, Li GC, Liu JY, Cheng H, Shan Zhang S, Duan H, Jin Z, Zou QM, Li HB. Synthetic Self-Adjuvanted Lipopeptide Vaccines Conferred Protection against Helicobacter pylori Infection. Adv Healthc Mater 2023; 12:e2300085. [PMID: 37171889 DOI: 10.1002/adhm.202300085] [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] [Received: 02/09/2023] [Revised: 05/10/2023] [Indexed: 05/14/2023]
Abstract
Helicobacter pylori (H. pylori) colonizes the stomach epithelium of half the world's population and is responsible for various digestive diseases and even stomach cancer. Vaccine-mediated protection against H. pylori infection depends primarily on the specific mucosal and T-cell responses. In this study, the synthetic lipopeptide vaccines, Hp4 (Pam2 Cys modified UreB T-cell epitope) and Hp10 (Pam2 Cys modified CagA T/B cell combined epitope), not only induce the bone marrow derived dendritic cells (BMDCs) maturation by activating a variety of pattern-recognition receptors (PRRs) such as Toll-like receptor (TLR), Nod-like receptor (NLR), and retinoic acid-inducing gene (RIG) I-like receptor (RLR), and but also stimulate BMDCs to secret cytokines that have the potential to modulate T-cell activation and differentiation. Although intranasal immunization with Hp4 or Hp10 elicits robust epitope-specific T-cell responses in mice, only Hp10 confers protection against H. pylori infection, possibly due to the fact that Hp10 also induces substantial specific sIgA response at mucosal sites. Interestingly, Hp4 elevates the protective response against H. pylori infection of Hp10 when administrated in combination, characterized by better protective effect and enhanced specific T-cell and mucosal antibody responses. The results suggest that synthetic lipopeptide vaccines based on the epitopes derived from the protective antigens are promising candidates for protection against H. pylori infection.
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Affiliation(s)
- Ruo-Yi Xue
- National Engineering Research Center of Immunological Products, Department of Microbiology and Biochemical Pharmacy, College of Pharmacy, Third Military Medical University, Chongqing, 400038, P. R. China
| | - Chang Liu
- National Engineering Research Center of Immunological Products, Department of Microbiology and Biochemical Pharmacy, College of Pharmacy, Third Military Medical University, Chongqing, 400038, P. R. China
| | - Jia-Qi Wang
- Laboratory of Stem Cell and Developmental Biology, Department of Histology and Embryology, Third Military Medical University, Chongqing, 400038, P. R. China
| | - Yan Deng
- National Engineering Research Center of Immunological Products, Department of Microbiology and Biochemical Pharmacy, College of Pharmacy, Third Military Medical University, Chongqing, 400038, P. R. China
| | - Rang Feng
- National Engineering Research Center of Immunological Products, Department of Microbiology and Biochemical Pharmacy, College of Pharmacy, Third Military Medical University, Chongqing, 400038, P. R. China
| | - Guo-Cheng Li
- National Engineering Research Center of Immunological Products, Department of Microbiology and Biochemical Pharmacy, College of Pharmacy, Third Military Medical University, Chongqing, 400038, P. R. China
| | - Jing-Yi Liu
- National Engineering Research Center of Immunological Products, Department of Microbiology and Biochemical Pharmacy, College of Pharmacy, Third Military Medical University, Chongqing, 400038, P. R. China
| | - Hao Cheng
- National Engineering Research Center of Immunological Products, Department of Microbiology and Biochemical Pharmacy, College of Pharmacy, Third Military Medical University, Chongqing, 400038, P. R. China
| | - Shan- Shan Zhang
- National Engineering Research Center of Immunological Products, Department of Microbiology and Biochemical Pharmacy, College of Pharmacy, Third Military Medical University, Chongqing, 400038, P. R. China
| | - Hao Duan
- National Engineering Research Center of Immunological Products, Department of Microbiology and Biochemical Pharmacy, College of Pharmacy, Third Military Medical University, Chongqing, 400038, P. R. China
| | - Zhe Jin
- National Engineering Research Center of Immunological Products, Department of Microbiology and Biochemical Pharmacy, College of Pharmacy, Third Military Medical University, Chongqing, 400038, P. R. China
| | - Quan-Ming Zou
- National Engineering Research Center of Immunological Products, Department of Microbiology and Biochemical Pharmacy, College of Pharmacy, Third Military Medical University, Chongqing, 400038, P. R. China
| | - Hai-Bo Li
- National Engineering Research Center of Immunological Products, Department of Microbiology and Biochemical Pharmacy, College of Pharmacy, Third Military Medical University, Chongqing, 400038, P. R. China
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