1
|
Pei H, Chen YQ, Wu FL, Zhang YY, Zhang X, Li JY, Pan LY, Chen Y, Huang YW. Bioinformatics and experimental validation were combined to explore lactylation-related biomarkers in HBV-associated acute liver failure. J Gastroenterol Hepatol 2024; 39:2903-2915. [PMID: 39285310 DOI: 10.1111/jgh.16739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Accepted: 08/29/2024] [Indexed: 12/21/2024]
Abstract
BACKGROUND AND AIM Currently, hepatitis B virus-related acute liver failure (HBV-ALF) has limited treatment options. Studies have shown that histone lactylation plays a role in the progression of liver-related diseases. Therefore, it is essential to explore lactylation-related gene (LRGs) biomarkers in HBV-ALF to provide new information for the treatment of HBV-ALF. METHODS Two HBV-ALF-related datasets (GSE38941 and GSE14668) and 65 LRGs were used. First, the differentially expressed genes (DEGs) were derived from differential expression analysis, the key module genes from weighted gene co-expression network analysis; and LRGs were used to intersect to obtain the candidate genes. Subsequently, the feature genes obtained from least absolute shrinkage and selection operator regression analysis and support vector machine analysis were intersected to obtain the candidate key genes. Among them, genes with consistent and significant expression trends in both GSE38941 and GSE14668 were used as biomarkers. Subsequently, biomarkers were analyzed for functional enrichment, immune infiltration, and sensitive drug prediction. RESULTS In this study, five candidate genes (PIGM, PIGA, EGR1, PIGK, and PIGL) were identified by intersecting 6461 DEGs and 2496 key module genes with 65 LRGs. We then screened four candidate key genes from the machine learning algorithm, among which PIGM and PIGA were considered biomarkers in HBV-ALF. Moreover, the results of enrichment analysis showed that the significant enrichment signaling pathways for biomarkers included allograft rejection and valine, leucine, and isoleucine degradation. Thereafter, 11 immune cells differed significantly between groups, with resting memory CD4+ T cells having the strongest positive correlation with biomarkers. Methylphenidate hydrochloride is a potential therapeutic drug for PIGM. CONCLUSION Two genes, PIGM and PIGA, were identified as biomarkers related to LRGs in HBV-ALF, providing a basis for understanding HBV-ALF pathogenesis.
Collapse
Affiliation(s)
- Hao Pei
- Graduate School, Guangxi University of Traditional Chinese Medicine, Nanning, China
| | - Yue-Qiao Chen
- First Clinical Medical College, Guangxi University of Traditional Chinese Medicine, Nanning, China
- Guangxi Key Laboratory of Molecular Biology of Preventive Medicine of Traditional Chinese Medicine, Nanning, China
| | - Feng-Lan Wu
- First Clinical Medical College, Guangxi University of Traditional Chinese Medicine, Nanning, China
- Guangxi Key Laboratory of Molecular Biology of Preventive Medicine of Traditional Chinese Medicine, Nanning, China
| | - Yan-Yan Zhang
- Graduate School, Guangxi University of Traditional Chinese Medicine, Nanning, China
| | - Xue Zhang
- Graduate School, Guangxi University of Traditional Chinese Medicine, Nanning, China
| | - Jian-Yu Li
- Graduate School, Guangxi University of Traditional Chinese Medicine, Nanning, China
| | - Li-Yi Pan
- Graduate School, Guangxi University of Traditional Chinese Medicine, Nanning, China
| | - Yu Chen
- Graduate School, Guangxi University of Traditional Chinese Medicine, Nanning, China
| | - Yu-Wen Huang
- Graduate School, Guangxi University of Traditional Chinese Medicine, Nanning, China
| |
Collapse
|
2
|
Liao T, Shi X, Han F, Wang Y, Zeng W, Liu R, Yan Z, Xia R, Huang Z, Xu J, Miao Y. Blockade of BLyS inhibits B-cell responses and antibody production for the prevention of chronic transplant rejection. J Heart Lung Transplant 2024; 43:652-662. [PMID: 38070662 DOI: 10.1016/j.healun.2023.12.001] [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: 05/28/2023] [Revised: 11/11/2023] [Accepted: 12/02/2023] [Indexed: 12/22/2023] Open
Abstract
BACKGROUND Chronic rejection, closely related to the activation of B cells and donor-specific antibody (DSA) production, has unsatisfactory therapeutic outcomes. B lymphocyte stimulator (BLyS) is a major regulatory factor that controls the activation and differentiation of B cells. However, it remains unclear whether BLyS blockade can regulate B and plasma cells in the transplantation setting and affect chronic rejection. Here, we investigated the efficacy of the BLyS inhibitors belimumab and telitacicept in controlling B-cell response and preventing chronic rejection. METHODS The effects of belimumab and telitacicept on B-cell activation, differentiation, and antibody production in vitro were determined. A chronic rejection model in mouse was established by allogeneic cardiac transplantation with CTLA4-Ig treatment. Allograft survival, histology, DSA levels, and B-cell responses were analyzed to evaluate the chronic rejection-preventive effects of belimumab and telitacicept. RESULTS In vitro experiments confirmed that belimumab and telitacicept inhibited B-cell activation and differentiation and reduced antibody production. In vivo experiments indicated that they significantly prolonged allograft survival, attenuated chronic rejection through significant suppression of myocardial ischemic necrosis and interstitial fibrosis, and reduced DSA-IgG levels, C4d deposition, and inflammatory cell infiltration. Furthermore, the frequencies of B cells, plasma cells, and IgG-producing cells in the recipients' spleen, lymph nodes, bone marrow, and blood were decreased after BLyS inhibitors treatment. CONCLUSIONS This study demonstrated that belimumab and telitacicept inhibit B-cell responses and antibody production and alleviate chronic transplant rejection. Therefore, BLyS inhibitors are expected to be used for the prevention of chronic rejection in clinical practice.
Collapse
Affiliation(s)
- Tao Liao
- Department of Transplantation, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Xiaoyi Shi
- Department of Transplantation, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Fei Han
- Research Institute of Organ Transplantation, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Yuchen Wang
- Department of Transplantation, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Wenli Zeng
- Department of Transplantation, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Rumin Liu
- Department of Transplantation, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Ziyan Yan
- Department of Transplantation, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Renfei Xia
- Department of Transplantation, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Zhengyu Huang
- Research Institute of Organ Transplantation, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Jian Xu
- Department of Transplantation, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Yun Miao
- Department of Transplantation, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China.
| |
Collapse
|
3
|
Zou D, Yin Z, Yi SG, Wang G, Guo Y, Xiao X, Li S, Zhang X, Gonzalez NM, Minze LJ, Wang L, Wong STC, Osama Gaber A, Ghobrial RM, Li XC, Chen W. CD4 + T cell immunity is dependent on an intrinsic stem-like program. Nat Immunol 2024; 25:66-76. [PMID: 38168955 PMCID: PMC11064861 DOI: 10.1038/s41590-023-01682-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Accepted: 10/11/2023] [Indexed: 01/05/2024]
Abstract
CD4+ T cells are central to various immune responses, but the molecular programs that drive and maintain CD4+ T cell immunity are not entirely clear. Here we identify a stem-like program that governs the CD4+ T cell response in transplantation models. Single-cell-transcriptomic analysis revealed that naive alloantigen-specific CD4+ T cells develop into TCF1hi effector precursor (TEP) cells and TCF1-CXCR6+ effectors in transplant recipients. The TCF1-CXCR6+CD4+ effectors lose proliferation capacity and do not reject allografts upon adoptive transfer into secondary hosts. By contrast, the TCF1hiCD4+ TEP cells have dual features of self-renewal and effector differentiation potential, and allograft rejection depends on continuous replenishment of TCF1-CXCR6+ effectors from TCF1hiCD4+ TEP cells. Mechanistically, TCF1 sustains the CD4+ TEP cell population, whereas the transcription factor IRF4 and the glycolytic enzyme LDHA govern the effector differentiation potential of CD4+ TEP cells. Deletion of IRF4 or LDHA in T cells induces transplant acceptance. These findings unravel a stem-like program that controls the self-renewal capacity and effector differentiation potential of CD4+ TEP cells and have implications for T cell-related immunotherapies.
Collapse
Affiliation(s)
- Dawei Zou
- Immunobiology & Transplant Science Center, Department of Surgery, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, TX, USA
- Organ Transplant Center, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Zheng Yin
- Systems Medicine and Bioengineering Department, Houston Methodist Neal Cancer Center, Houston, TX, USA
- Department of Radiology, Houston Methodist Hospital, Weill Cornell Medicine, Houston, TX, USA
| | - Stephanie G Yi
- Department of Surgery, J. C. Walter Jr. Transplant Center, Houston Methodist Hospital, Houston, TX, USA
- Department of Surgery, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - Guohua Wang
- Immunobiology & Transplant Science Center, Department of Surgery, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, TX, USA
| | - Yang Guo
- Immunobiology & Transplant Science Center, Department of Surgery, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, TX, USA
| | - Xiang Xiao
- Immunobiology & Transplant Science Center, Department of Surgery, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, TX, USA
| | - Shuang Li
- Center for Neuroregeneration, Houston Methodist Research Institute, Houston, TX, USA
| | - Xiaolong Zhang
- Immunobiology & Transplant Science Center, Department of Surgery, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, TX, USA
| | - Nancy M Gonzalez
- Immunobiology & Transplant Science Center, Department of Surgery, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, TX, USA
| | - Laurie J Minze
- Immunobiology & Transplant Science Center, Department of Surgery, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, TX, USA
| | - Lin Wang
- Systems Medicine and Bioengineering Department, Houston Methodist Neal Cancer Center, Houston, TX, USA
| | - Stephen T C Wong
- Systems Medicine and Bioengineering Department, Houston Methodist Neal Cancer Center, Houston, TX, USA
- Department of Radiology, Houston Methodist Hospital, Weill Cornell Medicine, Houston, TX, USA
| | - A Osama Gaber
- Department of Surgery, J. C. Walter Jr. Transplant Center, Houston Methodist Hospital, Houston, TX, USA
- Department of Surgery, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - Rafik M Ghobrial
- Department of Surgery, J. C. Walter Jr. Transplant Center, Houston Methodist Hospital, Houston, TX, USA
- Department of Surgery, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - Xian C Li
- Immunobiology & Transplant Science Center, Department of Surgery, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, TX, USA
- Department of Surgery, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - Wenhao Chen
- Immunobiology & Transplant Science Center, Department of Surgery, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, TX, USA.
- Department of Surgery, Weill Cornell Medicine, Cornell University, New York, NY, USA.
| |
Collapse
|
4
|
Yu A, Fu J, Yin Z, Yan H, Xiao X, Zou D, Zhang X, Zu X, Li XC, Chen W. Continuous Expression of Interferon Regulatory Factor 4 Sustains CD8 + T Cell Immunity against Tumor. RESEARCH (WASHINGTON, D.C.) 2023; 6:0271. [PMID: 38178902 PMCID: PMC10765897 DOI: 10.34133/research.0271] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 11/01/2023] [Indexed: 01/06/2024]
Abstract
T-cell-based immunotherapy is gaining momentum in cancer treatment; however, our comprehension of the transcriptional regulation governing T cell antitumor activity remains constrained. The objective of this study was to explore the function of interferon regulatory factor 4 (IRF4) in antitumor CD8+ T cells using the TRAMP-C1 prostate cancer and B16F10 melanoma model. To achieve this, we generated an Irf4GFP-DTR mouse strain and discovered that CD8+ tumor-infiltrating lymphocytes (TILs) expressing high levels of IRF4.GFP exhibited a more differentiated PD-1high cell phenotype. By administering diphtheria toxin to tumor-bearing Irf4GFP-DTR mice, we partially depleted IRF4.GFP+ TILs and observed an accelerated tumor growth. To specifically explore the function of IRF4 in antitumor CD8+ T cells, we conducted 3 adoptive cell therapy (ACT) models. Firstly, depleting IRF4.GFP+ CD8+ TILs derived from ACT significantly accelerated tumor growth, emphasizing their crucial role in controlling tumor progression. Secondly, deleting the Irf4 gene in antitumor CD8+ T cells used for ACT led to a reduction in the frequency and effector differentiation of CD8+ TILs, completely abolishing the antitumor effects of ACT. Lastly, we performed a temporal deletion of the Irf4 gene in antitumor CD8+ T cells during ACT, starting from 20 days after tumor implantation, which significantly compromised tumor control. Therefore, sustained expression of IRF4 is essential for maintaining CD8+ T cell immunity in the melanoma model, and these findings carry noteworthy implications for the advancement of more potent immunotherapies for solid tumors.
Collapse
Affiliation(s)
- Anze Yu
- Immunobiology and Transplant Science Center, Department of Surgery,
Houston Methodist Research Institute and Institute for Academic Medicine, Houston Methodist Hospital, Houston, TX, USA
- Department of Urology, First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Jinfei Fu
- Immunobiology and Transplant Science Center, Department of Surgery,
Houston Methodist Research Institute and Institute for Academic Medicine, Houston Methodist Hospital, Houston, TX, USA
| | - Zheng Yin
- Systems Medicine and Bioengineering Department, Houston Methodist Neal Cancer Center, Houston, TX, USA
- Department of Radiology, Houston Methodist Hospital, Weill Cornell Medicine, Houston, TX, USA
| | - Hui Yan
- Immunobiology and Transplant Science Center, Department of Surgery,
Houston Methodist Research Institute and Institute for Academic Medicine, Houston Methodist Hospital, Houston, TX, USA
| | - Xiang Xiao
- Immunobiology and Transplant Science Center, Department of Surgery,
Houston Methodist Research Institute and Institute for Academic Medicine, Houston Methodist Hospital, Houston, TX, USA
| | - Dawei Zou
- Immunobiology and Transplant Science Center, Department of Surgery,
Houston Methodist Research Institute and Institute for Academic Medicine, Houston Methodist Hospital, Houston, TX, USA
| | - Xiaolong Zhang
- Immunobiology and Transplant Science Center, Department of Surgery,
Houston Methodist Research Institute and Institute for Academic Medicine, Houston Methodist Hospital, Houston, TX, USA
| | - Xiongbing Zu
- Department of Urology, Xiangya Hospital,
Central South University, Changsha, Hunan, China
| | - Xian C. Li
- Immunobiology and Transplant Science Center, Department of Surgery,
Houston Methodist Research Institute and Institute for Academic Medicine, Houston Methodist Hospital, Houston, TX, USA
- Department of Surgery, Weill Cornell Medicine,
Cornell University, New York, NY, USA
| | - Wenhao Chen
- Immunobiology and Transplant Science Center, Department of Surgery,
Houston Methodist Research Institute and Institute for Academic Medicine, Houston Methodist Hospital, Houston, TX, USA
- Department of Surgery, Weill Cornell Medicine,
Cornell University, New York, NY, USA
| |
Collapse
|
5
|
Serafini E, Corti A, Gallo D, Chiastra C, Li XC, Casarin S. An agent-based model of cardiac allograft vasculopathy: toward a better understanding of chronic rejection dynamics. Front Bioeng Biotechnol 2023; 11:1190409. [PMID: 37771577 PMCID: PMC10523786 DOI: 10.3389/fbioe.2023.1190409] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Accepted: 08/17/2023] [Indexed: 09/30/2023] Open
Abstract
Cardiac allograft vasculopathy (CAV) is a coronary artery disease affecting 50% of heart transplant (HTx) recipients, and it is the major cause of graft loss. CAV is driven by the interplay of immunological and non-immunological factors, setting off a cascade of events promoting endothelial damage and vascular dysfunction. The etiology and evolution of tissue pathology are largely unknown, making disease management challenging. So far, in vivo models, mostly mouse-based, have been widely used to study CAV, but they are resource-consuming, pose many ethical issues, and allow limited investigation of time points and important biomechanical measurements. Recently, agent-based models (ABMs) proved to be valid computational tools for deciphering mechanobiological mechanisms driving vascular adaptation processes at the cell/tissue level, augmenting cost-effective in vivo lab-based experiments, at the same time guaranteeing richness in observation time points and low consumption of resources. We hypothesize that integrating ABMs with lab-based experiments can aid in vivo research by overcoming those limitations. Accordingly, this work proposes a bidimensional ABM of CAV in a mouse coronary artery cross-section, simulating the arterial wall response to two distinct stimuli: inflammation and hemodynamic disturbances, the latter considered in terms of low wall shear stress (WSS). These stimuli trigger i) inflammatory cell activation and ii) exacerbated vascular cell activities. Moreover, an extensive analysis was performed to investigate the ABM sensitivity to the driving parameters and inputs and gain insights into the ABM working mechanisms. The ABM was able to effectively replicate a 4-week CAV initiation and progression, characterized by lumen area decrease due to progressive intimal thickening in regions exposed to high inflammation and low WSS. Moreover, the parameter and input sensitivity analysis highlighted that the inflammatory-related events rather than the WSS predominantly drive CAV, corroborating the inflammatory nature of the vasculopathy. The proof-of-concept model proposed herein demonstrated its potential in deepening the pathology knowledge and supporting the in vivo analysis of CAV.
Collapse
Affiliation(s)
- Elisa Serafini
- PolitoMed Lab, Department of Mechanical and Aerospace Engineering, Politecnico di Torino, Turin, Italy
- LaSIE, UMR 7356 CNRS, La Rochelle Université, La Rochelle, France
- Center for Precision Surgery, Houston Methodist Research Institute, Houston, TX, United States
| | - Anna Corti
- Laboratory of Biological Structure Mechanics (LaBS), Department of Chemistry, Materials and Chemical Engineering “Giulio Natta”, Politecnico di Milano, Milan, Italy
| | - Diego Gallo
- PolitoMed Lab, Department of Mechanical and Aerospace Engineering, Politecnico di Torino, Turin, Italy
| | - Claudio Chiastra
- PolitoMed Lab, Department of Mechanical and Aerospace Engineering, Politecnico di Torino, Turin, Italy
| | - Xian C. Li
- Immunobiology and Transplant Science Center, Houston Methodist Hospital, Houston, TX, United States
- Department of Surgery, Weill Cornell Medical College of Cornell University, New York, NY, United States
- Department of Surgery, Houston Methodist Hospital, Houston, TX, United States
| | - Stefano Casarin
- LaSIE, UMR 7356 CNRS, La Rochelle Université, La Rochelle, France
- Center for Precision Surgery, Houston Methodist Research Institute, Houston, TX, United States
- Department of Surgery, Houston Methodist Hospital, Houston, TX, United States
| |
Collapse
|
6
|
Yi SG, Gaber AO, Chen W. B-cell response in solid organ transplantation. Front Immunol 2022; 13:895157. [PMID: 36016958 PMCID: PMC9395675 DOI: 10.3389/fimmu.2022.895157] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2022] [Accepted: 07/11/2022] [Indexed: 11/21/2022] Open
Abstract
The transcriptional regulation of B-cell response to antigen stimulation is complex and involves an intricate network of dynamic signals from cytokines and transcription factors propagated from T-cell interaction. Long-term alloimmunity, in the setting of organ transplantation, is dependent on this B-cell response, which does not appear to be halted by current immunosuppressive regimens which are targeted at T cells. There is emerging evidence that shows that B cells have a diverse response to solid organ transplantation that extends beyond plasma cell antibody production. In this review, we discuss the mechanistic pathways of B-cell activation and differentiation as they relate to the transcriptional regulation of germinal center B cells, plasma cells, and memory B cells in the setting of solid organ transplantation.
Collapse
Affiliation(s)
- Stephanie G. Yi
- Division of Transplantation, Department of Surgery, Houston Methodist Hospital, Houston, TX, United States
- *Correspondence: Stephanie G. Yi,
| | - Ahmed Osama Gaber
- Division of Transplant Immunology, Houston Methodist Research Institute, Houston Methodist Hospital, Houston, TX, United States
| | - Wenhao Chen
- Division of Transplantation, Department of Surgery, Houston Methodist Hospital, Houston, TX, United States
| |
Collapse
|