1
|
Xu Y, Gu L, Zhu L, Miao Y, Cui X. A novel anti-CD47 protein antibody and toll-like receptor agonist complex detects tumor surface CD-47 changes in early stage lung cancer by in vivo imaging. Int J Biol Macromol 2024; 274:133322. [PMID: 38908646 DOI: 10.1016/j.ijbiomac.2024.133322] [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: 05/07/2024] [Revised: 06/05/2024] [Accepted: 06/19/2024] [Indexed: 06/24/2024]
Abstract
CD47, a cell surface protein known for inhibiting phagocytosis, plays a critical role in the tumor microenvironment (TME) and is a potential biomarker for cancer. However, directly applying αCD47, a hydrophilic macromolecular antibody that targets CD47, in vivo for cancer detection can have adverse effects on normal cells, cause systemic toxicities, and lead to resistance against anti-cancer therapies. In this study, we developed a novel complex incorporating aluminum-based metal-organic frameworks (Al-MOF) loaded with indocyanine green (ICG), αCD47, and resiquimod (R848), a hydrophobic small molecule Toll-like receptor 7/8 (TLR7/8) agonist. Upon activation with an infrared 808 nm laser, the nanocomposites exhibited photothermal effects that triggered the release of the loaded reagents, induced ROS production, and induced changes in the TME. This led to the polarization of immune-suppressive M2 macrophages towards an immune-stimulatory M1 phenotype, promoted dendritic cell (DC) maturation, and enabled mature DCs to facilitate antigen presentation, T-cell activation, and critical roles in tumor immunity. Furthermore, in vivo imaging successfully detected the specific binding of αCD47 with CD47 on tumor cells. Overall, the complex composed of αCD47 antibody and toll-like receptor agonist showed promising efficacy in both tumor diagnosis and therapy, providing a potential strategy for detecting early lung cancer and modulating the tumor microenvironment for improved treatment outcomes.
Collapse
Affiliation(s)
- Yunhua Xu
- Department of Shanghai Lung Cancer Center, Shanghai Chest Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200030, China.
| | - Linping Gu
- Department of Shanghai Lung Cancer Center, Shanghai Chest Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Li Zhu
- Department of Radiology, Shanghai Chest Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Yayou Miao
- Department of Shanghai Institute of Thoracic Oncology, Shanghai Chest Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200030, China
| | - Xueying Cui
- Department of Nutrition, Shanghai Chest Hospital, School of Medicine, Shanghai Jiao Tong University, Shanghai 200030, China
| |
Collapse
|
2
|
Liu G, Haw TJ, Starkey MR, Philp AM, Pavlidis S, Nalkurthi C, Nair PM, Gomez HM, Hanish I, Hsu AC, Hortle E, Pickles S, Rojas-Quintero J, Estepar RSJ, Marshall JE, Kim RY, Collison AM, Mattes J, Idrees S, Faiz A, Hansbro NG, Fukui R, Murakami Y, Cheng HS, Tan NS, Chotirmall SH, Horvat JC, Foster PS, Oliver BG, Polverino F, Ieni A, Monaco F, Caramori G, Sohal SS, Bracke KR, Wark PA, Adcock IM, Miyake K, Sin DD, Hansbro PM. TLR7 promotes smoke-induced experimental lung damage through the activity of mast cell tryptase. Nat Commun 2023; 14:7349. [PMID: 37963864 PMCID: PMC10646046 DOI: 10.1038/s41467-023-42913-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Accepted: 10/25/2023] [Indexed: 11/16/2023] Open
Abstract
Toll-like receptor 7 (TLR7) is known for eliciting immunity against single-stranded RNA viruses, and is increased in both human and cigarette smoke (CS)-induced, experimental chronic obstructive pulmonary disease (COPD). Here we show that the severity of CS-induced emphysema and COPD is reduced in TLR7-deficient mice, while inhalation of imiquimod, a TLR7-agonist, induces emphysema without CS exposure. This imiquimod-induced emphysema is reduced in mice deficient in mast cell protease-6, or when wild-type mice are treated with the mast cell stabilizer, cromolyn. Furthermore, therapeutic treatment with anti-TLR7 monoclonal antibody suppresses CS-induced emphysema, experimental COPD and accumulation of pulmonary mast cells in mice. Lastly, TLR7 mRNA is increased in pre-existing datasets from patients with COPD, while TLR7+ mast cells are increased in COPD lungs and associated with severity of COPD. Our results thus support roles for TLR7 in mediating emphysema and COPD through mast cell activity, and may implicate TLR7 as a potential therapeutic target.
Collapse
Affiliation(s)
- Gang Liu
- Centre for Inflammation, Centenary Institute, and Faculty of Science, University of Technology Sydney, Camperdown, New South Wales, Australia
| | - Tatt Jhong Haw
- Immune Healthy &/or Grow Up Well, Hunter Medical Research Institute & University of Newcastle, Callaghan, New South Wales, Australia
| | - Malcolm R Starkey
- Depatrment of Immunology and Pathology, Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Ashleigh M Philp
- Centre for Inflammation, Centenary Institute, and Faculty of Science, University of Technology Sydney, Camperdown, New South Wales, Australia
- School of Clinical Medicine, UNSW Medicine and Health, St Vincent's Healthcare clinical campus, UNSW, Sydney, Australia
| | - Stelios Pavlidis
- The Airways Disease Section, National Heart & Lung Institute, Imperial College London, London, UK
| | - Christina Nalkurthi
- Centre for Inflammation, Centenary Institute, and Faculty of Science, University of Technology Sydney, Camperdown, New South Wales, Australia
| | - Prema M Nair
- Immune Healthy &/or Grow Up Well, Hunter Medical Research Institute & University of Newcastle, Callaghan, New South Wales, Australia
| | - Henry M Gomez
- Immune Healthy &/or Grow Up Well, Hunter Medical Research Institute & University of Newcastle, Callaghan, New South Wales, Australia
| | - Irwan Hanish
- Immune Healthy &/or Grow Up Well, Hunter Medical Research Institute & University of Newcastle, Callaghan, New South Wales, Australia
- Department of Microbiology, Faculty of Biotechnology and Biomolecular Sciences, Universiti Putra Malaysia, Serdang, Selangor, Malaysia
| | - Alan Cy Hsu
- Immune Healthy &/or Grow Up Well, Hunter Medical Research Institute & University of Newcastle, Callaghan, New South Wales, Australia
| | - Elinor Hortle
- Centre for Inflammation, Centenary Institute, and Faculty of Science, University of Technology Sydney, Camperdown, New South Wales, Australia
| | - Sophie Pickles
- Centre for Inflammation, Centenary Institute, and Faculty of Science, University of Technology Sydney, Camperdown, New South Wales, Australia
| | | | - Raul San Jose Estepar
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, USA
| | - Jacqueline E Marshall
- Centre for Inflammation, Centenary Institute, and Faculty of Science, University of Technology Sydney, Camperdown, New South Wales, Australia
| | - Richard Y Kim
- Immune Healthy &/or Grow Up Well, Hunter Medical Research Institute & University of Newcastle, Callaghan, New South Wales, Australia
- School of Life Sciences, Faculty of Science, University of Technology Sydney, Sydney, Australia
| | - Adam M Collison
- Immune Healthy &/or Grow Up Well, Hunter Medical Research Institute & University of Newcastle, Callaghan, New South Wales, Australia
| | - Joerg Mattes
- Immune Healthy &/or Grow Up Well, Hunter Medical Research Institute & University of Newcastle, Callaghan, New South Wales, Australia
| | - Sobia Idrees
- Centre for Inflammation, Centenary Institute, and Faculty of Science, University of Technology Sydney, Camperdown, New South Wales, Australia
| | - Alen Faiz
- Centre for Inflammation, Centenary Institute, and Faculty of Science, University of Technology Sydney, Camperdown, New South Wales, Australia
| | - Nicole G Hansbro
- Centre for Inflammation, Centenary Institute, and Faculty of Science, University of Technology Sydney, Camperdown, New South Wales, Australia
| | - Ryutaro Fukui
- Division of Innate Immunity, Department of Microbiology and Immunology, The Institute of Medical Science, The University of Tokyo, Shirokanedai, Minatoku, Tokyo, Japan
| | - Yusuke Murakami
- Faculty of Pharmacy, Department of Pharmaceutical Sciences, Musashino University, Nishitokyo-shi, Tokyo, Japan
| | - Hong Sheng Cheng
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
| | - Nguan Soon Tan
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
- School of Biological Sciences, Nanyang Technological University, Singapore, Singapore
| | - Sanjay H Chotirmall
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore
- Department of Respiratory and Critical Care Medicine, Tan Tock Seng Hospital, Singapore, Singapore
| | - Jay C Horvat
- Immune Healthy &/or Grow Up Well, Hunter Medical Research Institute & University of Newcastle, Callaghan, New South Wales, Australia
| | - Paul S Foster
- Immune Healthy &/or Grow Up Well, Hunter Medical Research Institute & University of Newcastle, Callaghan, New South Wales, Australia
| | - Brian Gg Oliver
- Woolcock Institute of Medical Research, University of Sydney & School of Life Sciences, University of Technology, Sydney, Australia
| | | | - Antonio Ieni
- Department of Human Pathology in Adult and Developmental Age "Gaetano Barresi", Section of Anatomic Pathology, Università di Messina, Messina, Italy
| | - Francesco Monaco
- Thoracic Surgery, Dipartimento di Scienze Biomediche, Odontoiatriche e delle Immagini Morfologiche e Funzionali (BIOMORF), Università di Messina, Messina, Italy
| | - Gaetano Caramori
- Pneumologia, Dipartimento BIOMORF and Dipartimento di Medicina e Chirurgia, Universities of Messina and Parma, Messina, Italy
| | - Sukhwinder S Sohal
- Respiratory Translational Research Group, Department of Laboratory Medicine, School of Health Sciences, University of Tasmania, Launceston, Australia
| | - Ken R Bracke
- Laboratory for Translational Research in Obstructive Pulmonary Diseases, Department of Respiratory Medicine, Ghent University Hospital, Ghent, Belgium
| | - Peter A Wark
- Immune Healthy &/or Grow Up Well, Hunter Medical Research Institute & University of Newcastle, Callaghan, New South Wales, Australia
| | - Ian M Adcock
- School of Clinical Medicine, UNSW Medicine and Health, St Vincent's Healthcare clinical campus, UNSW, Sydney, Australia
| | - Kensuke Miyake
- Division of Innate Immunity, Department of Microbiology and Immunology, The Institute of Medical Science, The University of Tokyo, Shirokanedai, Minatoku, Tokyo, Japan
| | - Don D Sin
- The University of British Columbia Centre for Heart Lung Innovation, St Paul's Hospital & Respiratory Division, Dept of Medicine, University of British Columbia, Vancouver, BC, Canada
| | - Philip M Hansbro
- Centre for Inflammation, Centenary Institute, and Faculty of Science, University of Technology Sydney, Camperdown, New South Wales, Australia.
- Immune Healthy &/or Grow Up Well, Hunter Medical Research Institute & University of Newcastle, Callaghan, New South Wales, Australia.
| |
Collapse
|
3
|
Yu W, Wang T, Wu F, Zhang Y, Shang J, Zhao Z. Identification and validation of key biomarkers for the early diagnosis of diabetic kidney disease. Front Pharmacol 2022; 13:931282. [PMID: 36071835 PMCID: PMC9441656 DOI: 10.3389/fphar.2022.931282] [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: 04/28/2022] [Accepted: 07/22/2022] [Indexed: 12/02/2022] Open
Abstract
Background: Diabetic kidney disease (DKD) is the leading cause of end-stage renal disease. This study explored the core genes and pathways associated with DKD to identify potential diagnostic and therapeutic targets. Methods: We downloaded microarray datasets GSE96804 and GSE104948 from the Gene Expression Omnibus (GEO) database. The dataset includes a total of 53 DKD samples and 41 normal samples. Differentially expressed genes (DEGs) were identified using the R package “limma”. The Metascape database was subjected to Gene Ontology (GO) function and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses to identify the pathway and functional annotations of DEGs. A WGCAN network was constructed, the hub genes in the turquoise module were screened, and the core genes were selected using LASSO regression to construct a diagnostic model that was then validated in an independent dataset. The core genes were verified by in vitro and in vivo experiments. Results: A total of 430 DEGs were identified in the GSE96804 dataset, including 285 upregulated and 145 downregulated DEGs. WGCNA screened out 128 modeled candidate gene sets. A total of eight genes characteristic of DKD were identified by LASSO regression to build a prediction model. The results showed accuracies of 99.15% in the training set (GSE96804) and 94.44% and 100%, respectively, in the test (GSE104948-GPL22945 and GSE104948-GPL24120). Three core genes (OAS1, SECTM1, and SNW1) with high connectivity were selected among the modeled genes. In vitro and in vivo experiments confirmed the upregulation of these genes. Conclusion: Bioinformatics analysis combined with experimental validation identified three novel DKD-specific genes. These findings may advance our understanding of the molecular basis of DKD and provide potential therapeutic targets for its clinical management.
Collapse
Affiliation(s)
- Wei Yu
- Department of Nephrology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Institute of Nephrology, Zhengzhou University, Zhengzhou, China
| | - Ting Wang
- Department of Nephrology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Institute of Nephrology, Zhengzhou University, Zhengzhou, China
| | - Feng Wu
- Department of Nephrology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Institute of Nephrology, Zhengzhou University, Zhengzhou, China
| | - Yiding Zhang
- Department of Nephrology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Institute of Nephrology, Zhengzhou University, Zhengzhou, China
| | - Jin Shang
- Department of Nephrology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Institute of Nephrology, Zhengzhou University, Zhengzhou, China
- Laboratory Animal Platform of Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
- Laboratory of Nephrology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- *Correspondence: Zhanzheng Zhao, ; Jin Shang,
| | - Zhanzheng Zhao
- Department of Nephrology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- Institute of Nephrology, Zhengzhou University, Zhengzhou, China
- Laboratory Animal Platform of Academy of Medical Sciences, Zhengzhou University, Zhengzhou, China
- Laboratory of Nephrology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- *Correspondence: Zhanzheng Zhao, ; Jin Shang,
| |
Collapse
|
4
|
Qiao X, Lu L, Zhou K, Tan L, Liu X, Ni J, Hou Y, Liang J, Dou H. The correlation between proteoglycan 2 and neuropsychiatric systemic lupus erythematosus. Clin Immunol 2022; 239:109042. [PMID: 35568106 DOI: 10.1016/j.clim.2022.109042] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Revised: 05/09/2022] [Accepted: 05/09/2022] [Indexed: 02/06/2023]
Abstract
The proposed pathogenesis of neuropsychiatric systemic lupus erythematosus (NPSLE) mainly includes ischemia and neuroinflammation mechanisms. Protein encoded by Proteoglycan 2 (PRG2) mRNA is involved in the immune process related to eosinophils, also being found in the placenta and peripheral blood of pregnant women. We evaluated the correlation between PRG2 and NPSLE for the first time and found that PRG2 protein is overexpressed in the serum of patients with NPSLE and correlated with the SLE disease activity index (SLEDAI) subset scores of psychosis. Moreover, we investigated the correlation between hippocampal PRG2 level and hippocampally dependent learning and memory ability in MRL/lpr mice, and discovered that the number of PRG2+GFAP+ astrocytes in the cortex and hypothalamus and the number of PRG2+IBA-1+ microglia in the hippocampus and cortex significantly increased in the MRL/lpr mice. These data provided a reference for the follow-up exploration of the role of PRG2 in SLE or other diseases.
Collapse
Affiliation(s)
- Xiaoyue Qiao
- The State Key Laboratory of Pharmaceutical Biotechnology, Division of Immunology, Medical School, Nanjing University, Nanjing 210093, China
| | - Li Lu
- The State Key Laboratory of Pharmaceutical Biotechnology, Division of Immunology, Medical School, Nanjing University, Nanjing 210093, China
| | - Kangxing Zhou
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing 210008, China
| | - Liping Tan
- The State Key Laboratory of Pharmaceutical Biotechnology, Division of Immunology, Medical School, Nanjing University, Nanjing 210093, China
| | - Xuan Liu
- The State Key Laboratory of Pharmaceutical Biotechnology, Division of Immunology, Medical School, Nanjing University, Nanjing 210093, China
| | - Jiali Ni
- The State Key Laboratory of Pharmaceutical Biotechnology, Division of Immunology, Medical School, Nanjing University, Nanjing 210093, China
| | - Yayi Hou
- The State Key Laboratory of Pharmaceutical Biotechnology, Division of Immunology, Medical School, Nanjing University, Nanjing 210093, China; Jiangsu Key Laboratory of Molecular Medicine, Nanjing University, Nanjing 210093, China.
| | - Jun Liang
- Department of Rheumatology and Immunology, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing 210008, China.
| | - Huan Dou
- The State Key Laboratory of Pharmaceutical Biotechnology, Division of Immunology, Medical School, Nanjing University, Nanjing 210093, China; Jiangsu Key Laboratory of Molecular Medicine, Nanjing University, Nanjing 210093, China.
| |
Collapse
|
5
|
Cho KA, Cha JE, Kim J, Kim YH, Ryu KH, Woo SY. Mesenchymal Stem Cell-Derived Exosomes Attenuate TLR7-Mediated Mast Cell Activation. Tissue Eng Regen Med 2022; 19:117-129. [PMID: 34792754 PMCID: PMC8782981 DOI: 10.1007/s13770-021-00395-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Revised: 08/31/2021] [Accepted: 09/03/2021] [Indexed: 10/19/2022] Open
Abstract
BACKGROUND Mast cells are immune sentinels in the skin that respond to a wide range of pathological and environmental stimuli; they owe their function to the expression of Toll-like receptors (TLRs). We previously found that tonsil-derived mesenchymal stem cells (T-MSCs) were able to effectively attenuate TLR7-mediated skin inflammation in mice, which was accompanied by an increase in mast cell number. The present study investigated whether T-MSC extracellular vesicles, such as exosomes, are able to regulate mast cell activation in response to TLR7 stimulation. METHODS The HMC-1 human mast cell line was treated with a TLR7 agonist in the presence or absence of T-MSC exosomes, and the levels of expressed inflammatory cytokines were assessed. Additionally, mice were repeatedly injected with a TLR7 agonist with or without interval treatments with T-MSC exosomes and assessed dermal distribution of mast cells and related immune cells. RESULTS We showed that T-MSC exosomes containing microRNAs that target inflammatory cytokines significantly reduced the expression of inflammatory cytokines in TLR7 agonist-treated HMC-1 cells. In addition, T-MSC exosomes inhibited the increase in the number of both dermal mast cells and CD14-positive cells in TLR7 agonist-treated mice. CONCLUSION Our data suggest that T-MSC exosomes have regulatory effects on mast cell activation under inflammatory conditions, including TLR7 stimulation.
Collapse
Affiliation(s)
- Kyung-Ah Cho
- Department of Microbiology, College of Medicine, Ewha Womans University, 25, Magokdong-ro 2-gil, Gangseo-gu, Seoul, 07804, Republic of Korea
| | - Je-Eun Cha
- Department of Microbiology, College of Medicine, Ewha Womans University, 25, Magokdong-ro 2-gil, Gangseo-gu, Seoul, 07804, Republic of Korea
| | - Jungwoo Kim
- Department of Microbiology, College of Medicine, Ewha Womans University, 25, Magokdong-ro 2-gil, Gangseo-gu, Seoul, 07804, Republic of Korea
| | - Yu-Hee Kim
- Advanced Biomedical Research Institute, Ewha Womans University Seoul Hospital, Gangseo-Gu, Seoul, 07804, Republic of Korea
| | - Kyung-Ha Ryu
- Department of Pediatrics, College of Medicine, Ewha Womans University, Seoul, 07804, Republic of Korea
| | - So-Youn Woo
- Department of Microbiology, College of Medicine, Ewha Womans University, 25, Magokdong-ro 2-gil, Gangseo-gu, Seoul, 07804, Republic of Korea.
| |
Collapse
|
6
|
Ogawa Y, Kinoshita M, Kawamura T, Shimada S. Intracellular TLRs of Mast Cells in Innate and Acquired Immunity. Handb Exp Pharmacol 2022; 276:133-159. [PMID: 34505203 DOI: 10.1007/164_2021_540] [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: 06/13/2023]
Abstract
Mast cells (MCs) distribute to interface tissues with environment, such as skin, airway, and gut mucosa, thereby functioning as the sentinel against invading allergens and pathogens. To respond to and exclude these external substances promptly, MCs possess granules containing inflammatory mediators, including heparin, proteases, tumor necrosis factor, and histamine, and produce these mediators as a consequence of degranulation within minutes of activation. As a delayed response to external substances, MCs de novo synthesize inflammatory mediators, such as cytokines and chemokines, by sensing pathogen- and damage-associated molecular patterns through their pattern recognition receptors, including Toll-like receptors (TLRs). A substantial number of studies have reported immune responses by MCs through surface TLR signaling, particularly TLR2 and TLR4. However, less attention has been paid to immune responses through nucleic acid-recognizing intracellular TLRs. Among intracellular TLRs, human and rodent MCs express TLR3, TLR7, and TLR9, but not TLR8. Some virus infections modulate intracellular TLR expression in MCs. MC-derived mediators, such as histamine, cysteinyl leukotrienes, LL-37, and the granulocyte-macrophage colony-stimulating factor, have also been reported to modulate intracellular TLR expression in an autocrine and/or paracrine fashion. Synthetic ligands for intracellular TLRs and some viruses are sensed by intracellular TLRs of MCs, leading to the production of inflammatory cytokines and chemokines including type I interferons. These MC responses initiate and facilitate innate responses and the subsequent recruitment of additional innate effector cells. MCs also associate with the regulation of adaptive immunity. In this overview, the expression of intracellular TLRs in MCs and the recognition of pathogens, including viruses, by intracellular TLRs in MCs were critically evaluated.
Collapse
Affiliation(s)
- Youichi Ogawa
- Department of Dermatology, Faculty of Medicine, University of Yamanashi, Yamanashi, Japan.
| | - Manao Kinoshita
- Department of Dermatology, Faculty of Medicine, University of Yamanashi, Yamanashi, Japan
| | - Tatsuyoshi Kawamura
- Department of Dermatology, Faculty of Medicine, University of Yamanashi, Yamanashi, Japan
| | - Shinji Shimada
- Department of Dermatology, Faculty of Medicine, University of Yamanashi, Yamanashi, Japan
| |
Collapse
|
7
|
Lin J, Lu Y, Wang B, Jiao P, Ma J. Analysis of immune cell components and immune-related gene expression profiles in peripheral blood of patients with type 1 diabetes mellitus. J Transl Med 2021; 19:319. [PMID: 34311758 PMCID: PMC8314644 DOI: 10.1186/s12967-021-02991-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Accepted: 07/14/2021] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Type 1 diabetes mellitus (T1DM) is a chronic autoimmune disease caused by severe loss of pancreatic β cells. Immune cells are key mediators of β cell destruction. This study attempted to investigate the role of immune cells and immune-related genes in the occurrence and development of T1DM. METHODS The raw gene expression profile of the samples from 12 T1DM patients and 10 normal controls was obtained from Gene Expression Omnibus (GEO) database. Differentially expressed genes (DEGs) were identified by Limma package in R. The least absolute shrinkage and selection operator (LASSO)-support vector machines (SVM) were used to screen the hub genes. CIBERSORT algorithm was used to identify the different immune cells in distribution between T1DM and normal samples. Correlation of the hub genes and immune cells was analyzed by Spearman, and gene-GO-BP and gene-pathway interaction networks were constructed by Cytoscape plug-in ClueGO. Receiver operating characteristic (ROC) curves were used to assess diagnostic value of genes in T1DM. RESULTS The 50 immune-related DEGs were obtained between the T1DM and normal samples. Then, the 50 immune-related DEGs were further screened to obtain the 5 hub genes. CIBERSORT analysis revealed that the distribution of plasma cells, resting mast cells, resting NK cells and neutrophils had significant difference between T1DM and normal samples. Natural cytotoxicity triggering receptor 3 (NCR3) was significantly related to the activated NK cells, M0 macrophages, monocytes, resting NK cells, and resting memory CD4+ T cells. Moreover, tumor necrosis factor (TNF) was significantly associated with naive B cell and naive CD4+ T cell. NCR3 [Area under curve (AUC) = 0.918] possessed a higher accuracy than TNF (AUC = 0.763) in diagnosis of T1DM. CONCLUSIONS The immune-related genes (NCR3 and TNF) and immune cells (NK cells) may play a vital regulatory role in the occurrence and development of T1DM, which possibly provide new ideas and potential targets for the immunotherapy of diabetes mellitus (DM).
Collapse
Affiliation(s)
- Jian Lin
- Department of Regenerative Medicine, School of Pharmaceutical Sciences, Jilin University, 1266 Fujin Road, Changchun, Jilin, 130021, P.R. China
| | - Yuanhua Lu
- Department of Regenerative Medicine, School of Pharmaceutical Sciences, Jilin University, 1266 Fujin Road, Changchun, Jilin, 130021, P.R. China
| | - Bizhou Wang
- Department of Prosthodontics, Hospital of Stomatology, Jilin University, Changchun, Jilin, 130021, P.R. China
| | - Ping Jiao
- Department of Regenerative Medicine, School of Pharmaceutical Sciences, Jilin University, 1266 Fujin Road, Changchun, Jilin, 130021, P.R. China.
| | - Jie Ma
- Department of Regenerative Medicine, School of Pharmaceutical Sciences, Jilin University, 1266 Fujin Road, Changchun, Jilin, 130021, P.R. China.
| |
Collapse
|