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Chung Y, Chang JY, Soedono S, Julietta V, Joo EJ, Kwon SH, Choi SI, Kim YJ, Cho KW. Distinct T Cell Subset Profiles and T-Cell Receptor Signatures in Metabolically Unhealthy Obesity. Int J Mol Sci 2025; 26:3372. [PMID: 40244276 PMCID: PMC11989847 DOI: 10.3390/ijms26073372] [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: 02/18/2025] [Revised: 04/01/2025] [Accepted: 04/02/2025] [Indexed: 04/18/2025] Open
Abstract
Metabolically unhealthy obesity (MUO) is associated with increased inflammation and a higher risk of metabolic disorders compared to metabolically healthy obesity (MHO). T cell dysregulation in blood and adipose tissue may contribute to obesity-induced metabolic dysfunction, yet the characteristics of T cell subset profiles and T-cell receptor (TCR) repertoires in MHO and MUO remain unclear. We analyzed T cell subsets and TCR repertoires in peripheral blood and omental adipose tissue (oAT) from age- and BMI-matched MHO and MUO individuals using flow cytometry and high-throughput TCR sequencing. MUO individuals exhibited a higher proportion of memory CD4+ T cells in both compartments, with an increased frequency of central memory T cells. Circulating CD8+ T cells were increased in MUO, whereas CD8+ T cell subset composition remained unchanged in both blood and oAT. The TCR repertoire in oAT was significantly more restricted than in blood and showed greater skewing in MUO, with selective amplification of specific TRB V genes (TRBV12-4, TRBV18, TRBV7-9) and altered CDR3 length distributions. These findings suggest that distinct CD4+ T cell populations and specific TCR signatures may serve as potential biomarkers for metabolic dysfunction in obesity, providing insights into immune mechanisms underlying the transition from MHO to MUO.
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Affiliation(s)
- Yoona Chung
- Metabolic and Bariatric Surgery Center, Department of Surgery, H+ Yangji Hospital, Seoul 08779, Republic of Korea
| | - Ji Yeon Chang
- Soonchunhyang Institute of Medi-Bio Science (SIMS), Soonchunhyang University, Cheonan 31151, Republic of Korea (S.S.)
- Department of Integrated Biomedical Science, Soonchunhyang University, Cheonan 31151, Republic of Korea
| | - Shindy Soedono
- Soonchunhyang Institute of Medi-Bio Science (SIMS), Soonchunhyang University, Cheonan 31151, Republic of Korea (S.S.)
- Department of Integrated Biomedical Science, Soonchunhyang University, Cheonan 31151, Republic of Korea
| | - Vivi Julietta
- Soonchunhyang Institute of Medi-Bio Science (SIMS), Soonchunhyang University, Cheonan 31151, Republic of Korea (S.S.)
- Department of Integrated Biomedical Science, Soonchunhyang University, Cheonan 31151, Republic of Korea
| | - Esther Jin Joo
- Soonchunhyang Institute of Medi-Bio Science (SIMS), Soonchunhyang University, Cheonan 31151, Republic of Korea (S.S.)
- Department of Integrated Biomedical Science, Soonchunhyang University, Cheonan 31151, Republic of Korea
| | - Soon Hyo Kwon
- Division of Nephrology, Department of Internal Medicine, Soonchunhyang University Seoul Hospital, Seoul 04401, Republic of Korea
| | - Sung Il Choi
- Department of Surgery, Kyung Hee University Hospital at Gangdong, Seoul 05278, Republic of Korea
| | - Yong Jin Kim
- Metabolic and Bariatric Surgery Center, Department of Surgery, H+ Yangji Hospital, Seoul 08779, Republic of Korea
| | - Kae Won Cho
- Soonchunhyang Institute of Medi-Bio Science (SIMS), Soonchunhyang University, Cheonan 31151, Republic of Korea (S.S.)
- Department of Integrated Biomedical Science, Soonchunhyang University, Cheonan 31151, Republic of Korea
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Seo K, Choi JK. Comprehensive Analysis of TCR and BCR Repertoires: Insights into Methodologies, Challenges, and Applications. Genomics Inform 2025; 23:6. [PMID: 39994831 PMCID: PMC11853700 DOI: 10.1186/s44342-024-00034-z] [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: 12/14/2024] [Accepted: 12/27/2024] [Indexed: 02/26/2025] Open
Abstract
The diversity of T-cell receptors (TCRs) and B-cell receptors (BCRs) underpins the adaptive immune system's ability to recognize and respond to a wide array of antigens. Recent advancements in RNA sequencing have expanded its application beyond transcriptomics to include the analysis of immune repertoires, enabling the exploration of TCR and BCR sequences across various physiological and pathological contexts. This review highlights key methodologies and considerations for TCR and BCR repertoire analysis, focusing on the technical aspects of receptor sequence extraction, data processing, and clonotype identification. We compare the use of bulk and single-cell sequencing, discuss computational tools and pipelines, and evaluate the implications of examining specific receptor regions such as CDR3. By integrating immunology, bioinformatics, and clinical research, immune repertoire analysis provides valuable insights into immune function, therapeutic responses, and precision medicine approaches, advancing our understanding of health and disease.
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Affiliation(s)
- Kayoung Seo
- Department of Bio and Brain Engineering, KAIST, Daejeon, Republic of Korea
| | - Jung Kyoon Choi
- Department of Bio and Brain Engineering, KAIST, Daejeon, Republic of Korea.
- SCL-KAIST Institute of Translational Research, Daejeon, Republic of Korea.
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Li J, Zhang Y, Hu L, Ye H, Yan X, Li X, Li Y, Ye S, Wu B, Li Z. T-cell Receptor Repertoire Analysis in the Context of Transarterial Chemoembolization Synergy with Systemic Therapy for Hepatocellular Carcinoma. J Clin Transl Hepatol 2025; 13:69-83. [PMID: 39801788 PMCID: PMC11712086 DOI: 10.14218/jcth.2024.00238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Revised: 10/03/2024] [Accepted: 10/25/2024] [Indexed: 01/16/2025] Open
Abstract
T-cell receptor (TCR) sequencing provides a novel platform for insight into and characterization of intricate T-cell profiles, advancing the understanding of tumor immune heterogeneity. Recently, transarterial chemoembolization (TACE) combined with systemic therapy has become the recommended regimen for advanced hepatocellular carcinoma. The regulation of the immune microenvironment after TACE and its impact on tumor progression and recurrence has been a focus of research. By examining and tracking fluctuations in the TCR repertoire following combination treatment, novel perspectives on the modulation of the tumor microenvironment post-TACE and the underlying mechanisms governing tumor progression and recurrence can be gained. Clarifying the distinctive metrics and dynamic alterations of the TCR repertoire within the context of combination therapy is imperative for understanding the mechanisms of anti-tumor immunity, assessing efficacy, exploiting novel treatments, and further advancing precision oncology in the treatment of hepatocellular carcinoma. In this review, we initially summarized the fundamental characteristics of TCR repertoire and depicted immune microenvironment remodeling after TACE. Ultimately, we illustrated the prospective applications of TCR repertoires in TACE combined with systemic therapy.
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Affiliation(s)
- Jie Li
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
- Engineering Technology Research Center for Minimally Invasive Interventional Tumors of Henan Province, Zhengzhou, Henan, China
| | - Yuyuan Zhang
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
- Engineering Technology Research Center for Minimally Invasive Interventional Tumors of Henan Province, Zhengzhou, Henan, China
| | - Luqi Hu
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
- Engineering Technology Research Center for Minimally Invasive Interventional Tumors of Henan Province, Zhengzhou, Henan, China
| | - Heqing Ye
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
- Engineering Technology Research Center for Minimally Invasive Interventional Tumors of Henan Province, Zhengzhou, Henan, China
| | - Xingli Yan
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
- Engineering Technology Research Center for Minimally Invasive Interventional Tumors of Henan Province, Zhengzhou, Henan, China
| | - Xin Li
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
- Engineering Technology Research Center for Minimally Invasive Interventional Tumors of Henan Province, Zhengzhou, Henan, China
| | - Yifan Li
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
- Engineering Technology Research Center for Minimally Invasive Interventional Tumors of Henan Province, Zhengzhou, Henan, China
| | - Shuwen Ye
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
- Engineering Technology Research Center for Minimally Invasive Interventional Tumors of Henan Province, Zhengzhou, Henan, China
| | - Bailu Wu
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
- Engineering Technology Research Center for Minimally Invasive Interventional Tumors of Henan Province, Zhengzhou, Henan, China
| | - Zhen Li
- Department of Interventional Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
- Engineering Technology Research Center for Minimally Invasive Interventional Tumors of Henan Province, Zhengzhou, Henan, China
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4
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Yang M, He D, Sun Y, Guo Y, Ma Y, Feng L, Liu M. The intratumoral landscape of T cell receptor repertoire in esophageal squamous cell carcinoma. J Transl Med 2024; 22:1069. [PMID: 39605085 PMCID: PMC11600597 DOI: 10.1186/s12967-024-05825-0] [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: 09/10/2024] [Accepted: 10/31/2024] [Indexed: 11/29/2024] Open
Abstract
BACKGROUND Esophageal squamous cell carcinoma (ESCC) is a malignant neoplasm with detrimental implications for human health. The landscape of ESCC therapy has been revolutionized by the introduction of immunotherapy, specifically involving immune checkpoint inhibitors (ICIs). A number of studies have documented the prognostic significance of T-cell receptor (TCR) repertoire and its association with many tumors. Nevertheless, the TCR repertoire landscape and its significance in ESCC still need to be explored. METHODS In this study, we conducted RNA-Seq analysis to investigate the characteristics of the TCR repertoire in 90 patients. Moreover, high-throughput TCR sequencing was performed on tumor tissues from 41 patients who received immunotherapy. Additionally, a comprehensive analysis of the T-cell receptor repertoire landscape within ESCC tumors was carried out through immunohistochemical staining on all patient samples. RESULTS We noticed a diminished diversity of TCR repertoire within the tumor compared to its adjacent normal tissue. In terms of immunotherapy responses, non-responsive patients exhibited higher TCR repertoire diversity indices and an increased frequency of common V and J genes. Additionally, elevated TCR repertoire diversity correlated with improved overall survival rates. Lastly, immunohistochemical staining results indicated a correlation between TCR repertoire diversity and the tumor immune microenvironment (TIME). CONCLUSIONS Our study primarily describes the landscape of TCR repertoires in ESCC through three aspects: differences in tumor tissues, immune response to immunotherapy, and survival prognosis of patients. These results emphasize the importance of TCR repertoire characteristics as unique and relevant biomarkers for ESCC immunotherapy.
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Affiliation(s)
- Meng Yang
- Affiliated Tumor Hospital of Xinjiang Medical University, Xinjiang Uygur Autonomous Region, Urumqi, 830011, PR China
| | - Dan He
- Affiliated Tumor Hospital of Xinjiang Medical University, Xinjiang Uygur Autonomous Region, Urumqi, 830011, PR China
| | - Yu Sun
- State Key Laboratory of Molecular Oncology, Department of Etiology and Carcinogenesis, National Clinical Research Center for Cancer/Cancer Hospital, National Cancer Center, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, 100021, PR China
| | - Yunquan Guo
- Affiliated Tumor Hospital of Xinjiang Medical University, Xinjiang Uygur Autonomous Region, Urumqi, 830011, PR China
| | - Yu Ma
- The Fourth People' Hospital of Urumqi, Xinjiang Uygur Autonomous Region, Urumqi, 830002, PR China
| | - Lin Feng
- State Key Laboratory of Molecular Oncology, Department of Etiology and Carcinogenesis, National Clinical Research Center for Cancer/Cancer Hospital, National Cancer Center, Chinese Academy of Medical Sciences, Peking Union Medical College, Beijing, 100021, PR China
| | - Meng Liu
- Affiliated Tumor Hospital of Xinjiang Medical University, Xinjiang Uygur Autonomous Region, Urumqi, 830011, PR China.
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Zhen Y, Wang H, Jiang R, Wang F, Chen C, Xu Z, Xiao R. Characterization of the T-cell receptor repertoire associated with lymph node metastasis in colorectal cancer. Front Oncol 2024; 14:1354533. [PMID: 39600636 PMCID: PMC11588627 DOI: 10.3389/fonc.2024.1354533] [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: 12/12/2023] [Accepted: 10/22/2024] [Indexed: 11/29/2024] Open
Abstract
Purpose Colorectal cancer (CRC) is a leading cause of cancer-related mortality worldwide, with lymph node (LN) metastasis playing a pivotal role in disease progression. This study aimed to explore the T-cell receptor (TCR) repertoire among CRC patients, distinguishing those with LN metastasis from those without, in order to uncover potential biomarkers for predicting metastasis. Methods We analyzed the TCR repertoire in CRC patients with and without LN metastasis. A classification model utilizing random forest analysis was developed to assess the predictive potential of the TCR repertoire. Results The findings demonstrated a significant increase in the number of V-J combinations and immune CDR3 sequences in patients with LN metastasis compared to the control group. The classification model achieved high accuracy in differentiating patients with LN metastasis, with AUC values ranging from 0.514 to 0.794. Specific V-J combinations and CDR3 sequences were identified as significant predictors of the model's predictive accuracy. Conclusion These results suggest that the TCR repertoire is altered in CRC patients exhibiting LN metastasis, potentially influencing disease progression. This study highlights the importance of TCR repertoire analysis as a non-invasive biomarker for predicting LN metastasis in CRC patients.
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Affiliation(s)
- Ya’nan Zhen
- Department of Gastrointestinal Surgery, Shandong Provincial Third Hospital, Shandong University, Jinan, Shandong, China
| | - Hong Wang
- Department of Gastrointestinal Surgery, Shandong Provincial Third Hospital, Shandong University, Jinan, Shandong, China
| | - Runze Jiang
- Jinan Biomedical Industry Academy of Shandong First Medical University, Jinan, Shandong, China
| | - Fang Wang
- Department of Gastrointestinal Surgery, The Third Affiliated Hospital of Shandong First Medical University, Jinan, Shandong, China
- Gastroenterology Research Institute and Clinical Center, Shandong First Medical University, Jinan, Shandong, China
| | - Cunbao Chen
- Department of Gastrointestinal Surgery, The Third Affiliated Hospital of Shandong First Medical University, Jinan, Shandong, China
- Gastroenterology Research Institute and Clinical Center, Shandong First Medical University, Jinan, Shandong, China
| | - Zhongfa Xu
- Jinan Biomedical Industry Academy of Shandong First Medical University, Jinan, Shandong, China
- Department of Gastrointestinal Surgery, The Third Affiliated Hospital of Shandong First Medical University, Jinan, Shandong, China
- Gastroenterology Research Institute and Clinical Center, Shandong First Medical University, Jinan, Shandong, China
| | - Ruixue Xiao
- Department of Pathology, Shandong Provincial Third Hospital, Shandong University, Jinan, Shandong, China
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Huang AL, He YZ, Yang Y, Pang M, Zheng GP, Wang HL. Exploring the potential of the TCR repertoire as a tumor biomarker (Review). Oncol Lett 2024; 28:413. [PMID: 38988449 PMCID: PMC11234811 DOI: 10.3892/ol.2024.14546] [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: 02/29/2024] [Accepted: 06/14/2024] [Indexed: 07/12/2024] Open
Abstract
T cells play an important role in adaptive immunity. Mature T cells specifically recognize antigens on major histocompatibility complex molecules through T-cell receptors (TCRs). As the TCR repertoire is highly diverse, its analysis is vital in the assessment of T cells. Advances in sequencing technology have provided convenient methods for further investigation of the TCR repertoire. In the present review, the TCR structure and the mechanisms by which TCRs function in tumor recognition are described. In addition, the potential value of the TCR repertoire in tumor diagnosis is reviewed. Furthermore, the role of the TCR repertoire in tumor immunotherapy is introduced, and the relationships between the TCR repertoire and the effects of different tumor immunotherapies are discussed. Based on the reviewed literature, it may be concluded that the TCR repertoire has the potential to serve as a biomarker for tumor prognosis. However, a wider range of cancer types and more diverse subjects require evaluation in future research to establish the TCR repertoire as a biomarker of tumor immunity.
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Affiliation(s)
- An-Li Huang
- Institute of Cancer Biology, Basic Medical Sciences Center, School of Basic Medicine, Shanxi Medical University, Jinzhong, Shanxi 030600, P.R. China
- The First Clinical Medical College, Shanxi Medical University, Jinzhong, Shanxi 030600, P.R. China
| | - Yan-Zhao He
- Institute of Cancer Biology, Basic Medical Sciences Center, School of Basic Medicine, Shanxi Medical University, Jinzhong, Shanxi 030600, P.R. China
| | - Yong Yang
- Institute of Cancer Biology, Basic Medical Sciences Center, School of Basic Medicine, Shanxi Medical University, Jinzhong, Shanxi 030600, P.R. China
| | - Min Pang
- NHC Key Laboratory of Pneumoconiosis, Shanxi Province Key Laboratory of Respiratory Disease, Department of Pulmonary and Critical Care Medicine, The First Hospital, Shanxi Medical University, Taiyuan, Shanxi 030001, P.R. China
| | - Guo-Ping Zheng
- Centre for Transplant and Renal Research, Westmead Institute for Medical Research, University of Sydney, Sydney, New South Wales 2145, Australia
| | - Hai-Long Wang
- Institute of Cancer Biology, Basic Medical Sciences Center, School of Basic Medicine, Shanxi Medical University, Jinzhong, Shanxi 030600, P.R. China
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7
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Yang J, Xu S, Xiao D, Li J, Jin X, Yan D. Similar usage of T-cell receptor β-chain between tumor and adjacent normal tissue in hepatocellular carcinoma. Cancer Med 2024; 13:e70121. [PMID: 39192502 PMCID: PMC11349608 DOI: 10.1002/cam4.70121] [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: 09/11/2023] [Revised: 06/17/2024] [Accepted: 08/06/2024] [Indexed: 08/29/2024] Open
Abstract
BACKGROUND In this study, we comprehensively profiled the T-cell receptor (TCR) repertoire of the tumor and adjacent normal tissue in patients with HBV-associated hepatocellular carcinoma (HCC) and determined the baseline characteristics and clinical significance of TCR. METHODS High-throughput sequencing was used to determine the profile of complementarity-determining region 3 (CDR3) of the TCR-β chain variable (TRBV) in the tumor and normal tissue samples of 14 HCC patients. At the same time, TRBV diversity and differences in expression between tumor and normal tissues were investigated. The cumulative frequency of top 100 CDR3 (CF100), clonality, and Shannon entropy as indices to evaluate diversity, RESULTS: The diversity of TRBV CDR3 showed no significant difference between tumor and normal tissues. Of the 58 V gene segments in TRBV, TRBV16 and TRBV7-6 had a significantly higher frequency in the tumor group than in the normal group (p < 0.05). The frequency of 14 J gene segments showed no significant difference between tumor and normal tissues. In contrast, the frequency of 22 TRBVx/BJx combinations was significantly higher in the tumor than in the normal tissue. In addition, the length and type of TRBV CDR3 were similar in tumor and normal tissues, and a Gaussian distribution was observed in both groups. CONCLUSION This study provided a large amount of information about the TCR lineage in HBV-associated HCC, laying the foundation for further research. In addition, the fact that the immune repertoire (TRBV CDR3) hardly differs between tumor and adjacent normal tissue provides a new clue for exploring the mechanism of the liver as an organ with immune privileges.
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MESH Headings
- Humans
- Carcinoma, Hepatocellular/genetics
- Carcinoma, Hepatocellular/immunology
- Carcinoma, Hepatocellular/pathology
- Carcinoma, Hepatocellular/virology
- Carcinoma, Hepatocellular/metabolism
- Liver Neoplasms/genetics
- Liver Neoplasms/immunology
- Liver Neoplasms/pathology
- Liver Neoplasms/virology
- Liver Neoplasms/metabolism
- Male
- Middle Aged
- Receptors, Antigen, T-Cell, alpha-beta/genetics
- Receptors, Antigen, T-Cell, alpha-beta/metabolism
- Complementarity Determining Regions/genetics
- Female
- High-Throughput Nucleotide Sequencing
- Adult
- Aged
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Affiliation(s)
- Jie‐Zuan Yang
- The First Affiliated Hospital, Zhejiang University School of Medicine, State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious DiseasesHangzhouChina
| | - Shao‐Yan Xu
- Division of Hepatobiliary and Pancreatic Surgery, Department of SurgeryThe Second Affiliated Hospital of Zhejiang University School of MedicineHangzhouChina
| | - Dang‐Sheng Xiao
- Key Laboratory of Diagnosis and Treatment of Aging and Physic‐Chemical Injury Diseases of Zhejiang Province, The First Affiliated HospitalZhejiang University School of MedicineHangzhouChina
| | - Jin‐You Li
- Key Laboratory of Diagnosis and Treatment of Aging and Physic‐Chemical Injury Diseases of Zhejiang Province, The First Affiliated HospitalZhejiang University School of MedicineHangzhouChina
| | - Xiu‐Yuan Jin
- The First Affiliated Hospital, Zhejiang University School of Medicine, State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious DiseasesHangzhouChina
| | - Dong Yan
- The First Affiliated Hospital, Zhejiang University School of Medicine, State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious DiseasesHangzhouChina
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8
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Aoki A, Iwamura C, Kiuchi M, Tsuji K, Sasaki A, Hishiya T, Hirasawa R, Kokubo K, Kuriyama S, Onodera A, Shimada T, Nagaoka T, Ishikawa S, Kojima A, Mito H, Hase R, Kasahara Y, Kuriyama N, Nakamura S, Urushibara T, Kaneda S, Sakao S, Nishida O, Takahashi K, Kimura MY, Motohashi S, Igari H, Ikehara Y, Nakajima H, Suzuki T, Hanaoka H, Nakada TA, Kikuchi T, Nakayama T, Yokote K, Hirahara K. Suppression of Type I Interferon Signaling in Myeloid Cells by Autoantibodies in Severe COVID-19 Patients. J Clin Immunol 2024; 44:104. [PMID: 38647550 PMCID: PMC11035476 DOI: 10.1007/s10875-024-01708-7] [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: 06/07/2023] [Accepted: 04/10/2024] [Indexed: 04/25/2024]
Abstract
PURPOSE Auto-antibodies (auto-abs) to type I interferons (IFNs) have been identified in patients with life-threatening coronavirus disease 2019 (COVID-19), suggesting that the presence of auto-abs may be a risk factor for disease severity. We therefore investigated the mechanism underlying COVID-19 exacerbation induced by auto-abs to type I IFNs. METHODS We evaluated plasma from 123 patients with COVID-19 to measure auto-abs to type I IFNs. We performed single-cell RNA sequencing (scRNA-seq) of peripheral blood mononuclear cells from the patients with auto-abs and conducted epitope mapping of the auto-abs. RESULTS Three of 19 severe and 4 of 42 critical COVID-19 patients had neutralizing auto-abs to type I IFNs. Patients with auto-abs to type I IFNs showed no characteristic clinical features. scRNA-seq from 38 patients with COVID-19 revealed that IFN signaling in conventional dendritic cells and canonical monocytes was attenuated, and SARS-CoV-2-specific BCR repertoires were decreased in patients with auto-abs. Furthermore, auto-abs to IFN-α2 from COVID-19 patients with auto-abs recognized characteristic epitopes of IFN-α2, which binds to the receptor. CONCLUSION Auto-abs to type I IFN found in COVID-19 patients inhibited IFN signaling in dendritic cells and monocytes by blocking the binding of type I IFN to its receptor. The failure to properly induce production of an antibody to SARS-CoV-2 may be a causative factor of COVID-19 severity.
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Grants
- (S) 26221305 Ministry of Education, Culture, Sports, Science and Technology (MEXT Japan) Grants-in-Aid for Scientific Research
- (B) 20H03685 Ministry of Education, Culture, Sports, Science and Technology (MEXT Japan) Grants-in-Aid for Scientific Research
- (C) 17K08876 Ministry of Education, Culture, Sports, Science and Technology (MEXT Japan) Grants-in-Aid for Scientific Research
- (C) 18K07164 Ministry of Education, Culture, Sports, Science and Technology (MEXT Japan) Grants-in-Aid for Scientific Research
- 19K16683 Ministry of Education, Culture, Sports, Science and Technology (MEXT Japan) Grants-in-Aid for Scientific Research
- (B) JP21H05120 Transformative Research Areas
- (B) JP21H05121 Transformative Research Areas
- JP21ek0410060 Practical Research Project for Allergic Diseases and Immunology (Research on Allergic Diseases and Immunology) from the Japan Agency for Medical Research and Development, AMED
- JP21ek0410082 Practical Research Project for Allergic Diseases and Immunology (Research on Allergic Diseases and Immunology) from the Japan Agency for Medical Research and Development, AMED
- JP19ek0410045 Practical Research Project for Allergic Diseases and Immunology (Research on Allergic Diseases and Immunology) from the Japan Agency for Medical Research and Development, AMED
- JP20gm6110005 AMED-PRIME
- JP21gm1210003 AMED-CREST
- JPMJFR200R JST FOREST Project
- Ministry of Education, Culture, Sports, Science and Technology (MEXT Japan) Grants-in-Aid for Scientific Research
- Transformative Research Areas
- Practical Research Project for Allergic Diseases and Immunology (Research on Allergic Diseases and Immunology) from the Japan Agency for Medical Research and Development, AMED
- JST FOREST Project
- Mochida Memorial Foundation for Medical and Pharmaceutical Research
- MSD Life Science Foundation, Public Interest Incorporated Foundation
- Japanese Respiratory Foundation
- Takeda Science Foundation
- The Japanese Association for Infectious Diseases, Grant for Clinical Research Promotion
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Affiliation(s)
- Ami Aoki
- Department of Immunology, Graduate School of Medicine, Chiba University, Chiba, 260-8670, Japan
- Department of Respiratory Medicine and Infectious Diseases, Niigata University Graduate School of Medical and Dental Sciences, Niigata, 951-8510, Japan
| | - Chiaki Iwamura
- Department of Immunology, Graduate School of Medicine, Chiba University, Chiba, 260-8670, Japan
- Synergy Institute for Futuristic Mucosal Vaccine Research and Development, Chiba University, Chiba, Japan
| | - Masahiro Kiuchi
- Department of Immunology, Graduate School of Medicine, Chiba University, Chiba, 260-8670, Japan
| | - Kaori Tsuji
- Department of Immunology, Graduate School of Medicine, Chiba University, Chiba, 260-8670, Japan
| | - Atsushi Sasaki
- Department of Immunology, Graduate School of Medicine, Chiba University, Chiba, 260-8670, Japan
| | - Takahisa Hishiya
- Department of Immunology, Graduate School of Medicine, Chiba University, Chiba, 260-8670, Japan
| | - Rui Hirasawa
- Department of Immunology, Graduate School of Medicine, Chiba University, Chiba, 260-8670, Japan
| | - Kota Kokubo
- Department of Immunology, Graduate School of Medicine, Chiba University, Chiba, 260-8670, Japan
| | - Sachiko Kuriyama
- Department of Immunology, Graduate School of Medicine, Chiba University, Chiba, 260-8670, Japan
| | - Atsushi Onodera
- Department of Immunology, Graduate School of Medicine, Chiba University, Chiba, 260-8670, Japan
| | - Tadanaga Shimada
- Department of Emergency and Critical Care Medicine, Graduate School of Medicine, Chiba University, Chiba, 260-8670, Japan
| | - Tetsutaro Nagaoka
- Department of Respiratory Medicine, Juntendo University Faculty of Medicine and Graduate School of Medicine, Tokyo, 113-8431, Japan
| | | | - Akira Kojima
- Funabashi Central Hospital, Chiba, 273-8556, Japan
| | - Haruki Mito
- Department of Infectious Diseases, Japanese Red Cross Narita Hospital, Chiba, 286-0041, Japan
| | - Ryota Hase
- Department of Infectious Diseases, Japanese Red Cross Narita Hospital, Chiba, 286-0041, Japan
| | - Yasunori Kasahara
- Department of Respiratory Medicine, Eastern Chiba Medical Center, Chiba, 283-8686, Japan
| | - Naohide Kuriyama
- Department of Anesthesiology and Critical Care Medicine, School of Medicine, Fujita Health University, Toyoake, Aichi, 470-1192, Japan
| | | | | | - Satoru Kaneda
- Department of Gastroenterology, NHO Chiba Medical Center, Chiba, 260-8606, Japan
| | - Seiichiro Sakao
- Department of Pulmonary Medicine, International University of Health and Welfare Narita Hospital, Chiba, 286-8520, Japan
| | - Osamu Nishida
- Department of Anesthesiology and Critical Care Medicine, School of Medicine, Fujita Health University, Toyoake, Aichi, 470-1192, Japan
| | - Kazuhisa Takahashi
- Department of Respiratory Medicine, Juntendo University Faculty of Medicine and Graduate School of Medicine, Tokyo, 113-8431, Japan
| | - Motoko Y Kimura
- Synergy Institute for Futuristic Mucosal Vaccine Research and Development, Chiba University, Chiba, Japan
- Department of Experimental Immunology, Graduate School of Medicine, Chiba University, Chiba, 260-8670, Japan
| | - Shinichiro Motohashi
- Department of Medical Immunology, Graduate School of Medicine, Chiba University, Chiba, 260-8670, Japan
| | - Hidetoshi Igari
- Department of Infectious Diseases, Chiba University Hospital, Chiba, 260-8677, Japan
- COVID-19 Vaccine Center, Chiba University Hospital, Chiba, 260-8677, Japan
| | - Yuzuru Ikehara
- Department of Pathology, Graduate School of Medicine, Chiba University, Chiba, 260-8670, Japan
| | - Hiroshi Nakajima
- Synergy Institute for Futuristic Mucosal Vaccine Research and Development, Chiba University, Chiba, Japan
- COVID-19 Vaccine Center, Chiba University Hospital, Chiba, 260-8677, Japan
- Department of Allergy and Clinical Immunology, Graduate School of Medicine, Chiba University, Chiba, 260-8670, Japan
| | - Takuji Suzuki
- Synergy Institute for Futuristic Mucosal Vaccine Research and Development, Chiba University, Chiba, Japan
- Department of Respirology, Graduate School of Medicine, Chiba University, Chiba, 260-8670, Japan
| | - Hideki Hanaoka
- Synergy Institute for Futuristic Mucosal Vaccine Research and Development, Chiba University, Chiba, Japan
- Clinical Research Center, Chiba University Hospital, Chiba, 260-8677, Japan
| | - Taka-Aki Nakada
- Department of Emergency and Critical Care Medicine, Graduate School of Medicine, Chiba University, Chiba, 260-8670, Japan
| | - Toshiaki Kikuchi
- Department of Respiratory Medicine and Infectious Diseases, Niigata University Graduate School of Medical and Dental Sciences, Niigata, 951-8510, Japan
| | - Toshinori Nakayama
- Department of Immunology, Graduate School of Medicine, Chiba University, Chiba, 260-8670, Japan.
- AMED-CREST, AMED, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan.
| | - Koutaro Yokote
- Department of Endocrinology, Hematology and Gerontology, Graduate School of Medicine, Chiba University, Chiba, 260-8670, Japan
| | - Kiyoshi Hirahara
- Department of Immunology, Graduate School of Medicine, Chiba University, Chiba, 260-8670, Japan.
- Synergy Institute for Futuristic Mucosal Vaccine Research and Development, Chiba University, Chiba, Japan.
- AMED-CREST, AMED, 1-8-1 Inohana, Chuo-ku, Chiba, 260-8670, Japan.
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9
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Li R, Wang J, Li X, Liang Y, Jiang Y, Zhang Y, Xu P, Deng L, Wang Z, Sun T, Wu J, Xie H, Wang Y. T-cell receptor sequencing reveals hepatocellular carcinoma immune characteristics according to Barcelona Clinic liver cancer stages within liver tissue and peripheral blood. Cancer Sci 2024; 115:94-108. [PMID: 37962061 PMCID: PMC10823291 DOI: 10.1111/cas.16013] [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: 07/02/2023] [Revised: 10/19/2023] [Accepted: 10/25/2023] [Indexed: 11/15/2023] Open
Abstract
Analysis of T-cell receptor (TCR) repertoires in different stages of hepatocellular carcinoma (HCC) might help to elucidate its pathogenesis and progression. This study aimed to investigate TCR profiles in liver biopsies and peripheral blood mononuclear cells (PBMCs) in different Barcelona Clinic liver cancer (BCLC) stages of HCC. Ten patients in early stage (BCLC_A), 10 patients in middle stage (BCLC_B), and 10 patients in late stage (BCLC_C) cancer were prospectively enrolled. The liver tumor tissues, adjacent tissues, and PBMCs of each patient were collected and examined by TCR β sequencing. Based on the ImMunoGeneTics (IMGT) database, we aligned the V, D, J, and C gene segments and identified the frequency of CDR3 sequences and amino acids sequence. Diversity of TCR in PBMCs was higher than in both tumor tissues and adjacent tissues, regardless of BCLC stage and postoperative recurrence. TCR clonality was increased in T cells from peripheral blood in advanced HCC, compared with the early and middle stages. No statistical differences were observed between different BCLC stages, either in tumors or adjacent tissues. TCR clonality revealed no significant difference between recurrent tumor and non-recurrent tumor, therefore PBMCs was better to be representative of TCR characteristics in different stages of HCC compared to tumor tissues. Clonal expansion of T cells was associated with low risk of recurrence in HCC patients.
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Affiliation(s)
- Rui Li
- School of MedicineSouthern University of Science and TechnologyShenzhenChina
| | - Junxiao Wang
- Interventional Radiology, The Fifth Medical CenterChinese PLA General HospitalBeijingChina
- Aerospace Medical Center, Aerospace Center HospitalPeking University Aerospace Clinical CollegeBeijingChina
| | - Xiubin Li
- Department of Urology, The Third Medical CenterChinese PLA General HospitalBeijingChina
| | - Yining Liang
- School of MedicineSouthern University of Science and TechnologyShenzhenChina
| | - Yiyun Jiang
- Department of Pathology and Hepatology, The Fifth Medical CenterChinese PLA General HospitalBeijingChina
| | - Yuwei Zhang
- School of MedicineSouthern University of Science and TechnologyShenzhenChina
| | - Pengfei Xu
- Hangzhou ImmuQuad BiotechnologiesHangzhouChina
| | - Ling Deng
- Hangzhou ImmuQuad BiotechnologiesHangzhouChina
| | - Zhe Wang
- School of MedicineSouthern University of Science and TechnologyShenzhenChina
| | - Tao Sun
- Hangzhou ImmuQuad BiotechnologiesHangzhouChina
- Institute of Wenzhou, Zhejiang UniversityWenzhouChina
| | - Jian Wu
- Department of Laboratory MedicineThe Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu School, Nanjing Medical UniversitySuzhouChina
| | - Hui Xie
- Interventional Radiology, The Fifth Medical CenterChinese PLA General HospitalBeijingChina
| | - Yijin Wang
- School of MedicineSouthern University of Science and TechnologyShenzhenChina
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