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Li LN, Li WW, Xiao LS, Lai WN. Lactylation signature identifies liver fibrosis phenotypes and traces fibrotic progression to hepatocellular carcinoma. Front Immunol 2024; 15:1433393. [PMID: 39257588 PMCID: PMC11383765 DOI: 10.3389/fimmu.2024.1433393] [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: 05/15/2024] [Accepted: 07/31/2024] [Indexed: 09/12/2024] Open
Abstract
Introduction Precise staging and classification of liver fibrosis are crucial for the hierarchy management of patients. The roles of lactylation are newly found in the progression of liver fibrosis. This study is committed to investigating the signature genes with histone lactylation and their connection with immune infiltration among liver fibrosis with different phenotypes. Methods Firstly, a total of 629 upregulated and 261 downregulated genes were screened out of 3 datasets of patients with liver fibrosis from the GEO database and functional analysis confirmed that these differentially expressed genes (DEGs) participated profoundly in fibrosis-related processes. After intersecting with previously reported lactylation-related genes, 12 DEGs related to histone lactylation were found and narrowed down to 6 core genes using R algorithms, namely S100A6, HMGN4, IFI16, LDHB, S100A4, and VIM. The core DEGs were incorporated into the Least absolute shrinkage and selection operator (LASSO) model to test their power to distinguish the fibrotic stage. Results Advanced fibrosis presented a pattern of immune infiltration different from mild fibrosis, and the core DEGs were significantly correlated with immunocytes. Gene set and enrichment analysis (GSEA) results revealed that core DEGs were closely linked to immune response and chemokine signaling. Samples were classified into 3 clusters using the LASSO model, followed by gene set variation analysis (GSVA), which indicated that liver fibrosis can be divided into status featuring lipid metabolism reprogramming, immunity immersing, and intermediate of both. The regulatory networks of the core genes shared several transcription factors, and certain core DEGs also presented dysregulation in other liver fibrosis and idiopathic pulmonary fibrosis (IPF) cohorts, indicating that lactylation may exert comparable functions in various fibrotic pathology. Lastly, core DEGs also exhibited upregulation in HCC. Discussion Lactylation extensively participates in the pathological progression and immune infiltration of fibrosis. Lactylation and related immune infiltration could be a worthy focus for the investigation of HCC developed from liver fibrosis.
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Affiliation(s)
- Lin-Na Li
- Department of Endocrinology and Metabolism, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China
| | - Wen-Wen Li
- Guangzhou Wondfo Health Science and Technology Co., Ltd, Guangzhou, China
| | - Lu-Shan Xiao
- Department of Infectious Diseases, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Wei-Nan Lai
- Department of Rheumatology and Immunology, Nanfang Hospital, Southern Medical University, Guangzhou, China
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Sen P, Wilkie AR, Ji F, Yang Y, Taylor IJ, Velazquez-Palafox M, Vanni EAH, Pesola JM, Fernandez R, Chen H, Morsett LM, Abels ER, Piper M, Lane RJ, Hickman SE, Means TK, Rosenberg ES, Sadreyev RI, Li B, Coen DM, Fishman JA, El Khoury J. Linking indirect effects of cytomegalovirus in transplantation to modulation of monocyte innate immune function. SCIENCE ADVANCES 2020; 6:eaax9856. [PMID: 32494628 PMCID: PMC7176434 DOI: 10.1126/sciadv.aax9856] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Accepted: 01/30/2020] [Indexed: 05/08/2023]
Abstract
Cytomegalovirus (CMV) is an important cause of morbidity and mortality in the immunocompromised host. In transplant recipients, a variety of clinically important "indirect effects" are attributed to immune modulation by CMV, including increased mortality from fungal disease, allograft dysfunction and rejection in solid organ transplantation, and graft-versus-host-disease in stem cell transplantation. Monocytes, key cellular targets of CMV, are permissive to primary, latent and reactivated CMV infection. Here, pairing unbiased bulk and single cell transcriptomics with functional analyses we demonstrate that human monocytes infected with CMV do not effectively phagocytose fungal pathogens, a functional deficit which occurs with decreased expression of fungal recognition receptors. Simultaneously, CMV-infected monocytes upregulate antiviral, pro-inflammatory chemokine, and inflammasome responses associated with allograft rejection and graft-versus-host disease. Our study demonstrates that CMV modulates both immunosuppressive and immunostimulatory monocyte phenotypes, explaining in part, its paradoxical "indirect effects" in transplantation. These data could provide innate immune targets for the stratification and treatment of CMV disease.
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Affiliation(s)
- Pritha Sen
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Transplant Infectious Disease and Compromised Host Program, Division of Infectious Diseases, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Adrian R. Wilkie
- Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
| | - Fei Ji
- Department of Molecular Biology and Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Yiming Yang
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Klarman Cell Observatory, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | | | | | - Emilia A. H. Vanni
- Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
| | - Jean M. Pesola
- Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
| | - Rosio Fernandez
- Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
| | - Han Chen
- Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
| | - Liza M. Morsett
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Erik R. Abels
- Department of Neurology and Center for Molecular Imaging Research, Department of Radiology, Massachusetts General Hospital and Program in Neuroscience, Harvard Medical School, Boston, MA, USA
| | - Mary Piper
- Harvard Bioinformatics Core, Harvard TH Chan School of Public Health, Boston, MA, USA
| | - Rebekah J. Lane
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Transplant Infectious Disease and Compromised Host Program, Division of Infectious Diseases, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Suzanne E. Hickman
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Terry K. Means
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Autoimmunity Cluster, Immunology and Inflammation Research Therapeutic Area, Sanofi, Cambridge, MA, USA
| | - Eric S. Rosenberg
- Transplant Infectious Disease and Compromised Host Program, Division of Infectious Diseases, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Ruslan I. Sadreyev
- Department of Molecular Biology and Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Bo Li
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Klarman Cell Observatory, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Donald M. Coen
- Department of Biological Chemistry and Molecular Pharmacology, Blavatnik Institute, Harvard Medical School, Boston, MA, USA
| | - Jay A. Fishman
- Transplant Infectious Disease and Compromised Host Program, Division of Infectious Diseases, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
| | - Joseph El Khoury
- Center for Immunology and Inflammatory Diseases, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Transplant Infectious Disease and Compromised Host Program, Division of Infectious Diseases, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
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Assadiasl S, Shahi A, Salehi S, Afzali S, Amirzargar A. Interferon regulatory factors: Where to stand in transplantation. Transpl Immunol 2018; 51:76-80. [PMID: 30336215 DOI: 10.1016/j.trim.2018.10.001] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2018] [Revised: 10/10/2018] [Accepted: 10/12/2018] [Indexed: 01/23/2023]
Abstract
Interferon regulatory factors (IRFs) are implicated in regulating inflammatory responses to pathogens and alloantigens. Since transplantation is usually accompanied by ischemia reperfusion injury (IRI), acute and chronic rejections, as well as immunodeficiency due to immunosuppressive drugs, IRFs seem to play a considerable role in allograft outcome. For instance, IRF-1 has been shown to be involved in pathogenesis of IRI; however, IRF-2 exhibits an opposite function. Some IRF-3 and 5 SNPs are associated with better or worse graft survival rates. Of note, IRF-4 inhibition has resulted in improved transplant outcomes. Herein we review available studies about IRFs influence on various stages of transplantation.
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Affiliation(s)
- Sara Assadiasl
- Molecular Immunology Research Center, Tehran University of Medical Sciences, Tehran, Iran.
| | - Abbas Shahi
- Department of Immunology, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Saeedeh Salehi
- Department of Immunology, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Shima Afzali
- Department of Immunology, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Aliakbar Amirzargar
- Molecular Immunology Research Center, Tehran University of Medical Sciences, Tehran, Iran; Department of Immunology, School of Medicine, Tehran University of Medical Sciences, Tehran, Iran
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Ock SA, Lee J, Oh KB, Hwang S, Yun IJ, Ahn C, Chee HK, Kim H, Park JB, Kim SJ, Kim Y, Im GS, Park E. Molecular immunology profiles of monkeys following xenografting with the islets and heart of α-1,3-galactosyltransferase knockout pigs. Xenotransplantation 2016; 23:357-69. [PMID: 27511303 DOI: 10.1111/xen.12249] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2015] [Accepted: 06/18/2016] [Indexed: 11/29/2022]
Abstract
Effective immunosuppression strategies and genetically modified animals have been used to prevent hyperacute and acute xenograft rejection; however, the underlying mechanisms remain unknown. In this study, we evaluated the expression of a comprehensive set of immune system-related genes (89 genes, including five housekeeping genes) in the blood of cynomolgus monkeys (~5 yr old) used as graft recipients, before and after the xenografting of the islets and heart from single and double α-1,3-galactosyltransferase (GalT) knockout (KO) pigs (<6 weeks old). The immunosuppressive regimen included administration of cobra venom factor, anti-thymocyte globulin, rituximab, and anti-CD154 monoclonal antibodies to recipients before and after grafting. Islets were xenografted into the portal vein in type 1 diabetic monkeys, and the heart was xenografted by heterotopic abdominal heart transplantation. Genes from recipient blood were analyzed using RT(2) profiler PCR arrays and the web-based RT(2) profiler PCR array software v.3.5. Recipients treated with immunosuppressive agents without grafting showed significant downregulation of CCL5, CCR4, CCR6, CD4, CD40LG, CXCR3, FASLG, CXCR3, FOXP3, GATA3, IGNG, L10, IL23A, TRAF6, MAPK8, MIF, STAT4, TBX21, TLR3, TLR7, and TYK2 and upregulation of IFNGR1; thus, genes involved in protection against viral and bacterial infection were downregulated, confirming the risk of infection. Notably, C3-level control resulted in xenograft failure within 2 days because of a 7- to 11-fold increase in all xenotransplanted models. Islet grafting using single GalT-KO pigs resulted in upregulation of CXCL10 and MX1, early inflammation, and acute rejection-associated signals at 2 days after xenografting. We observed at least 5-fold upregulation in recipients transplanted with islets grafts from single (MX1) or double (C3, CCR8, IL6, IL13, IRF6, CXCL10, and MX1) GalT-KO pigs after 77 days; single GalT-KO incurred early losses owing to immune attacks. Our results suggest that this novel, simple, non-invasive, and time-efficient procedure (requiring only 1.5 ml blood) for evaluating graft success, minimizing immune rejection, and blocking infection.
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Affiliation(s)
- Sun A Ock
- Animal Biotechnology Division, National Institute of Animal Science, Rural Development Administration, Wanju-gun, Jeollabuk-do, Korea. ,
| | - Jungkyu Lee
- Animal Biotechnology Division, National Institute of Animal Science, Rural Development Administration, Wanju-gun, Jeollabuk-do, Korea
| | - Keon Bong Oh
- Animal Biotechnology Division, National Institute of Animal Science, Rural Development Administration, Wanju-gun, Jeollabuk-do, Korea
| | - Seongsoo Hwang
- Animal Biotechnology Division, National Institute of Animal Science, Rural Development Administration, Wanju-gun, Jeollabuk-do, Korea
| | - Ik Jin Yun
- Department of Surgery, Konkuk University School of Medicine, Seoul, Korea
| | - Curie Ahn
- Transplantation Center, Seoul National University Hospital, Seoul, Korea.,Designed Animal & Transplantation Research Institute, Institute of Green BioScience & Technology, Seoul National University, Pyeongchang, Gangwon-do, Korea
| | - Hyun Keun Chee
- Department of Cardiothoracic Surgery, Konkuk University School of Medicine, Seoul, Korea
| | - Hwajung Kim
- Transplantation Center, Seoul National University Hospital, Seoul, Korea
| | - Jae Berm Park
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Sung Joo Kim
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Youngim Kim
- Animal Biotechnology Division, National Institute of Animal Science, Rural Development Administration, Wanju-gun, Jeollabuk-do, Korea
| | - Gi-Sun Im
- Animal Biotechnology Division, National Institute of Animal Science, Rural Development Administration, Wanju-gun, Jeollabuk-do, Korea
| | - EungWoo Park
- Animal Biotechnology Division, National Institute of Animal Science, Rural Development Administration, Wanju-gun, Jeollabuk-do, Korea
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Rodríguez-Perálvarez M, Rico-Juri JM, Tsochatzis E, Burra P, De la Mata M, Lerut J. Biopsy-proven acute cellular rejection as an efficacy endpoint of randomized trials in liver transplantation: a systematic review and critical appraisal. Transpl Int 2016; 29:961-73. [DOI: 10.1111/tri.12737] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2015] [Revised: 09/18/2015] [Accepted: 12/18/2015] [Indexed: 02/06/2023]
Affiliation(s)
- Manuel Rodríguez-Perálvarez
- Department of Hepatology and Liver Transplantation; Reina Sofía University Hospital; IMIBIC; CIBERehd; Córdoba Spain
| | - Jose M. Rico-Juri
- Starzl Unit of Abdominal Transplantation; Cliniques Universitaires Saint Luc; Université Catholique de Louvain (UCL); Brussels Belgium
| | - Emmanuel Tsochatzis
- UCL Institute for Liver and Digestive Health and Sheila Sherlock Liver Unit; Royal Free Hospital and UCL; London UK
| | - Patrizia Burra
- Multivisceral Transplant Unit Gastroenterology; Padova University Hospital; Padova Italy
| | - Manuel De la Mata
- Department of Hepatology and Liver Transplantation; Reina Sofía University Hospital; IMIBIC; CIBERehd; Córdoba Spain
| | - Jan Lerut
- Starzl Unit of Abdominal Transplantation; Cliniques Universitaires Saint Luc; Université Catholique de Louvain (UCL); Brussels Belgium
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Whitehouse G, Sanchez-Fueyo A. Postoperative Monitoring: Biomarkers and Alloimmune Responses and Their Relevance to Vascularized Composite Allotransplantation. CURRENT TRANSPLANTATION REPORTS 2014. [DOI: 10.1007/s40472-014-0022-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Molecular transplantation pathology: the interface between molecules and histopathology. Curr Opin Organ Transplant 2013; 18:354-62. [PMID: 23619514 DOI: 10.1097/mot.0b013e3283614c90] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
PURPOSE OF REVIEW In the last decade, high-throughput molecular screening methods have revolutionized the transplantation research. This article reviews the new knowledge that has emerged from transplant patient sample-derived 'omics data by examining the interface between molecular signals and allograft pathology. RECENT FINDINGS State-of-the-art molecular studies have shed light on the biology of organ transplant diseases and provided several potential molecular tests with diagnostic, prognostic, and theranostic applications for the implementation of personalized medicine in transplantation. By comprehensive molecular profiling of patient samples, we have learned numerous new insights into the effector mechanisms and parenchymal response during allograft diseases. It has become evident that molecular profiles are coordinated and move in patterns similar to histopathology lesions, and therefore lack qualitative specificity. However, molecular tests can empower precision diagnosis and prognostication through their objective and quantitative manner when they are integrated in a holistic approach with histopathology and clinical factors of patients. SUMMARY Despite clever science and large amounts of public money invested in transplant 'omics studies, multiparametric molecular testing has not yet been translated to patient care. There are serious challenges in the implementation of transplant molecular diagnostics that have increased frustration in transplant community. We appeal for a full collaboration between pathologists and researchers to accelerate transition from research to clinical practice in transplantation.
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Current world literature. Curr Opin Organ Transplant 2013; 18:111-30. [PMID: 23299306 DOI: 10.1097/mot.0b013e32835daf68] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Burlone ME, Minisini R, Pirisi M. Interferon-stimulated gene pathways in the treatment of viral hepatitis. Future Virol 2012. [DOI: 10.2217/fvl.12.21] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Viral hepatitis has been treated empirically for more than 30 years with interferon (IFN)-based therapies, although in the early days of the IFN era, very little was known regarding the mechanisms of action through which IFN acts and the strategies that viruses deploy to escape the antiviral state induced by the activation of the IFN system. Over the years, we have learned how key effector molecules in this system are expressed and interact. On the verge of novel, IFN-free regimens for viral hepatitis, we can take advantage of this huge bulk of research data in order to gain better understanding of how resistance to IFN develops in our patients, to use IFN more effectively in conjunction with other drugs and to devise new treatments.
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Affiliation(s)
- Michela E Burlone
- Dipartimento di Medicina Traslazionale, Università del Piemonte Orientale ‘Amedeo Avogadro’, Novara, Italy
| | - Rosalba Minisini
- Dipartimento di Medicina Traslazionale, Università del Piemonte Orientale ‘Amedeo Avogadro’, Novara, Italy
| | - Mario Pirisi
- Dipartimento di Medicina Traslazionale, Università del Piemonte Orientale ‘Amedeo Avogadro’, Novara, Italy
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