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Du Y, Faz-Lopez B, Ah Kioon MD, Cenac C, Pierides M, Lakin KS, Spiera RF, Chaumeil J, Truchetet ME, Gordon JK, Guéry JC, Barrat FJ. Altered X-chromosome inactivation of the TLR7/8 locus and heterogeneity of pDCs in systemic sclerosis. J Exp Med 2025; 222:e20231809. [PMID: 39670995 PMCID: PMC11639950 DOI: 10.1084/jem.20231809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 09/26/2024] [Accepted: 11/21/2024] [Indexed: 12/14/2024] Open
Abstract
Systemic sclerosis (SSc) is an autoimmune disease that has a strong female predominance. Both the X-linked TLR7 and TLR8 can induce type I IFN (IFN-I) by plasmacytoid DCs (pDCs), which can promote fibrosis. We identified five subclusters of pDCs, including ISGhigh clusters that were over-represented in SSc patients. We observed that both TLR7 and TLR8 genes escape from X chromosome inactivation (XCI) at higher frequency in pDCs of SSc patients, which was associated with changes in TLR7 protein profile. Combined DNA/RNA FISH analysis revealed that the TLR7/8 locus is preferentially located outside of the inactive X (Xi) territory when TLR7 is expressed, suggesting that higher-order loop formation is linked to TLR7/8 expression from the Xi. Furthermore, the expression levels of XIST and the transcriptional repressor SPEN were reduced in SSc pDCs. Hence, our data revealed the heterogeneity of pDCs in SSc and suggested that altered XCI at the TLR7/8 locus may contribute to the chronic IFN-I activity of pDCs in female SSc patients.
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Affiliation(s)
- Yong Du
- HSS Research Institute and David Z. Rosensweig Genomics Research Center, Inflammation and Autoimmunity Program, Hospital for Special Surgery, New York, NY, USA
- Department of Microbiology and Immunology, Weill Cornell Medical College of Cornell University, New York, NY, USA
| | - Bérénice Faz-Lopez
- Institut Toulousain des Maladies Infectieuses et Inflammatoires, Université de Toulouse, INSERM, CNRS, UPS, Toulouse, France
| | - Marie Dominique Ah Kioon
- HSS Research Institute and David Z. Rosensweig Genomics Research Center, Inflammation and Autoimmunity Program, Hospital for Special Surgery, New York, NY, USA
| | - Claire Cenac
- Institut Toulousain des Maladies Infectieuses et Inflammatoires, Université de Toulouse, INSERM, CNRS, UPS, Toulouse, France
| | - Michael Pierides
- HSS Research Institute and David Z. Rosensweig Genomics Research Center, Inflammation and Autoimmunity Program, Hospital for Special Surgery, New York, NY, USA
| | - Kimberly S. Lakin
- Division of Rheumatology and Scleroderma and Vasculitis Center, Department of Medicine, Hospital for Special Surgery, New York, NY, USA
| | - Robert F. Spiera
- Division of Rheumatology and Scleroderma and Vasculitis Center, Department of Medicine, Hospital for Special Surgery, New York, NY, USA
| | - Julie Chaumeil
- Institut Cochin, Université Paris Cité, CNRS, INSERM, Paris, France
| | - Marie-Elise Truchetet
- ImmunoConcEpt, CNRS, UMR 5164, University of Bordeaux, Talence, France
- Rheumatology Department, CHU de Bordeaux, Bordeaux, France
| | - Jessica K. Gordon
- Division of Rheumatology and Scleroderma and Vasculitis Center, Department of Medicine, Hospital for Special Surgery, New York, NY, USA
| | - Jean-Charles Guéry
- Institut Toulousain des Maladies Infectieuses et Inflammatoires, Université de Toulouse, INSERM, CNRS, UPS, Toulouse, France
| | - Franck J. Barrat
- HSS Research Institute and David Z. Rosensweig Genomics Research Center, Inflammation and Autoimmunity Program, Hospital for Special Surgery, New York, NY, USA
- Department of Microbiology and Immunology, Weill Cornell Medical College of Cornell University, New York, NY, USA
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Kumar V. Ignoring Gender-Based Immunometabolic Reprograming, a Risky Business in Immune-Based Precision Medicine. FRONT BIOSCI-LANDMRK 2025; 30:27118. [PMID: 39862095 DOI: 10.31083/fbl27118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2024] [Revised: 11/22/2024] [Accepted: 11/29/2024] [Indexed: 01/27/2025]
Abstract
Immunology advances have increased our understanding of autoimmune, auto-inflammatory, immunodeficiency, infectious, and other immune-mediated inflammatory diseases (IMIDs). Furthermore, evidence is growing for the immune involvement in aging, metabolic and neurodegenerative diseases, and different cancers. However, further research has indicated sex/gender-based immune differences, which further increase higher incidences of various autoimmune diseases (AIDs), such as systemic lupus erythematosus (SLE), myasthenia gravis, and rheumatoid arthritis (RA) in females. On the other hand, reproductive-age females also show a more potent immune response against infections and vaccines than their age-matched males-furthermore, some immune-based therapies, including immune checkpoint inhibitors (ICIs), show gender-based efficacy and adverse events. Metabolic demands are different in males and females. Immune cell function and polarization are also governed by their metabolic reprogramming, called immunometabolism and immunometabolic reprogramming (IR). Therefore, sex/gender-associated immune differences and their involvement in immune-mediated diseases and immune-based therapeutics indicate the demand for gender-based IR studies to increase the efficacy of immune-based precision medicine.
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Affiliation(s)
- Vijay Kumar
- Department of Surgery, Laboratory of Tumor Immunology and Immunotherapy, Morehouse School of Medicine, Atlanta, GA 30310, USA
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3
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Chaumeil J, Morey C. [X chromosome regulation and female functional specificities: Are two Xs better than one?]. Med Sci (Paris) 2024; 40:935-946. [PMID: 39705564 DOI: 10.1051/medsci/2024179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2024] Open
Abstract
What if the presence of two X chromosomes confers functional specificities on female cells and contributes to the different susceptibilites of men and women to certain diseases? One of the X chromosomes is randomly silenced in each female cell from the embryonic stage, theoretically making the sexes equal. This silencing of the X chromosome is a unique epigenetic process, affecting an entire chromosome and resulting in mosaic expression of X-linked genes throughout the body. However, some genes escape this process and X-inactivation appears to be somewhat labile in certain cell types. What are the physiological implications of these observations? This question is beginning to be explored, particularly in the immune and nervous systems, where several pathologies have sexual bias.
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Affiliation(s)
- Julie Chaumeil
- Université Paris Cité, CNRS, Inserm, Institut Cochin, Paris, France
| | - Céline Morey
- UMR7216 - Épigénétique et destin cellulaire, CNRS, Université Paris Cité, Paris, France
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4
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Tampé JF, Monni E, Palma-Tortosa S, Brogårdh E, Böiers C, Lindgren AG, Kokaia Z. Human monocyte subtype expression of neuroinflammation- and regeneration-related genes is linked to age and sex. PLoS One 2024; 19:e0300946. [PMID: 39475881 PMCID: PMC11524521 DOI: 10.1371/journal.pone.0300946] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Accepted: 09/22/2024] [Indexed: 11/02/2024] Open
Abstract
Aging profoundly affects the immune system leading to an increased propensity for inflammation. Age-related dysregulation of immune cells is implicated in the development and progression of numerous age-related diseases such as: cardiovascular diseases, neurodegenerative disorders, and metabolic syndromes. Monocytes and monocyte-derived macrophages, being important players in the inflammatory response, significantly influence the aging process and the associated increase in inflammatory disease risk. Ischemic stroke is among age-related diseases where inflammation, particularly monocyte-derived macrophages, plays an important deteriorating role but could also strongly promote post-stroke recovery. Also, biological sex influences the incidence, presentation, and outcomes of ischemic stroke, reflecting both biological differences between men and women. Here, we studied whether human peripheral blood monocyte subtype (classical, intermediate, and non-classical) expression of genes implicated in stroke-related inflammation and post-stroke tissue regeneration depends on age and sex. A flow cytometry analysis of blood samples from 44 healthy volunteers (male and female, aged 28 to 98) showed that in contrast to other immune cells, the proportion of NK-cells increased in females. The proportion of B-cells decreased in both sexes with age. Gene expression analysis by qPCR identified several genes differentially correlating with age and sex within different monocyte subtypes. Interestingly, ANXA1 and CD36 showed a consistent increase with aging in all monocytes, specifically in intermediate (CD36) and intermediate and non-classical (ANXA1) subtypes. Other genes (IL-1β, S100A8, TNFα, CD64, CD33, TGFβ1, TLR8, CD91) were differentially changed in monocyte subtypes with increasing age. Most age-dependent gene changes were differentially expressed in female monocytes. Our data shed light on the nuanced interplay of age and sex in shaping the expression of inflammation- and regeneration-related genes within distinct monocyte subtypes. Understanding these dynamics could pave the way for targeted interventions and personalized approaches in post-stroke care, particularly for the aging population and individuals of different sexes.
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Affiliation(s)
- Juliane F. Tampé
- Laboratory of Stem Cells and Restorative Neurology, Lund Stem Cell Center, Lund University, Lund, Sweden
| | - Emanuela Monni
- Laboratory of Stem Cells and Restorative Neurology, Lund Stem Cell Center, Lund University, Lund, Sweden
| | - Sara Palma-Tortosa
- Laboratory of Stem Cells and Restorative Neurology, Lund Stem Cell Center, Lund University, Lund, Sweden
| | - Emil Brogårdh
- Department of Neurology, Skåne University Hospital; Department of Clinical Sciences Lund, Neurology, Lund University, Lund, Sweden
| | - Charlotta Böiers
- Division of Molecular Hematology, Lund Stem Cell Center, Lund University, Lund, Sweden
| | - Arne G. Lindgren
- Department of Neurology, Skåne University Hospital; Department of Clinical Sciences Lund, Neurology, Lund University, Lund, Sweden
| | - Zaal Kokaia
- Laboratory of Stem Cells and Restorative Neurology, Lund Stem Cell Center, Lund University, Lund, Sweden
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Vieira AA, Almada-Correia I, Inácio J, Costa-Reis P, da Rocha ST. Female-bias in systemic lupus erythematosus: How much is the X chromosome to blame? Biol Sex Differ 2024; 15:76. [PMID: 39375734 PMCID: PMC11460073 DOI: 10.1186/s13293-024-00650-y] [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: 02/13/2024] [Accepted: 08/30/2024] [Indexed: 10/09/2024] Open
Abstract
Systemic lupus erythematosus (SLE or lupus) is an immune-mediated disease associated with substantial medical burden. Notably, lupus exhibits a striking female bias, with women having significantly higher susceptibility compared to men, up to 14-fold higher in some ethnicities. Supernumerary X chromosome syndromes, like Klinefelter (XXY) and Triple X syndrome (XXX), also present higher SLE prevalence, whereas Turner syndrome (XO) displays lower prevalence. Taken together, SLE prevalence in different X chromosome dosage sceneries denotes a relationship between the number of X chromosomes and the risk of developing lupus. The dosage of X-linked genes, many of which play roles in the immune system, is compensated between males and females through the inactivation of one of the two X chromosomes in female cells. X-chromosome inactivation (XCI) initiates early in development with a random selection of which X chromosome to inactivate, a choice that is then epigenetically maintained in the daughter cells. This process is regulated by the X-Inactive-Specific Transcript (XIST), encoding for a long non-coding RNA, exclusively expressed from the inactive X chromosome (Xi). XIST interacts with various RNA binding proteins and chromatin modifiers to form a ribonucleoprotein (RNP) complex responsible for the transcriptional silencing and heterochromatinization of the Xi. This ensures stable silencing of most genes on the X chromosome, with only a few genes able to escape this process. Recent findings suggest that the molecular components involved in XCI, or their dysregulation, contribute to the pathogenesis of lupus. Indeed, nonrandom XCI, elevated gene escape from XCI, and the autoimmune potential of the XIST RNP complex have been suggested to contribute to auto-immune diseases, such as lupus. This review examines these current hypotheses concerning how this dosage compensation mechanism might impact the development of lupus, shedding light on potential mechanisms underlying the pathogenesis of the disease.
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Affiliation(s)
- Adriana A Vieira
- Rheumatology Research Unit, Instituto de Medicina Molecular João Lobo Antunes, Lisbon, Portugal
| | - Inês Almada-Correia
- Rheumatology Research Unit, Instituto de Medicina Molecular João Lobo Antunes, Lisbon, Portugal
- Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal
| | - Joana Inácio
- Rheumatology Research Unit, Instituto de Medicina Molecular João Lobo Antunes, Lisbon, Portugal
- Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, Lisbon, Portugal
| | - Patrícia Costa-Reis
- Rheumatology Research Unit, Instituto de Medicina Molecular João Lobo Antunes, Lisbon, Portugal
- Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal
- Pediatric Rheumatology Unit, Pediatrics Department, Hospital de Santa Maria, Lisbon, Portugal
| | - S T da Rocha
- iBB - Institute for Bioengineering and Biosciences, Department of Bioengineering, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal.
- Associate Laboratory i4HB Institute for Health and Bioeconomy, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal.
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Chen C, Yuan F, Meng X, Peng F, Shao X, Wang C, Shen Y, Du H, Lv D, Zhang N, Wang X, Wang T, Wang P. Genetic biomarker prediction based on gender disparity in asthma throughout machine learning. Front Med (Lausanne) 2024; 11:1397746. [PMID: 39346946 PMCID: PMC11427272 DOI: 10.3389/fmed.2024.1397746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2024] [Accepted: 09/02/2024] [Indexed: 10/01/2024] Open
Abstract
Background Asthma is a chronic respiratory condition affecting populations worldwide, with prevalence ranging from 1-18% across different nations. Gender differences in asthma prevalence have attracted much attention. Purpose The aim of this study was to investigate biomarkers of gender differences in asthma prevalence based on machine learning. Method The data came from the gene expression omnibus database (GSE69683, GSE76262, and GSE41863), which involved in a number of 575 individuals, including 240 males and 335 females. Theses samples were divided into male group and female group, respectively. Grid search and cross-validation were employed to adjust model parameters for support vector machine, random forest, decision tree and logistic regression model. Accuracy, precision, recall, and F1 score were used to evaluate the performance of the models during the training process. After model optimization, four machine learning models were utilized to predict biomarkers of sex differences in asthma. In order to validate the accuracy of our results, we performed Wilcoxon tests on the genes expression. Result In datasets GSE76262 and GSE69683, support vector machine, random forest, logistic regression, and decision tree all achieve 100% accuracy, precision, recall, and F1 score. Our findings reveal that XIST serves as a common biomarker among the three samples, comprising a total of 575 individuals, with higher expression levels in females compared to males (p < 0.01). Conclusion XIST serves as a genetic biomarker for gender differences in the prevalence of asthma.
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Affiliation(s)
- Cai Chen
- Shandong Institute of Advanced Technology, Chinese Academy of Sciences, Jinan, China
| | - Fenglong Yuan
- Department of Pulmonary and Critical Care Medicine, Yantai Yeda Hospital, Yantai, China
| | - Xiangwei Meng
- Biomedical Engineering Institute, School of Control Science and Engineering, Shandong University, Jinan, China
| | - Fulai Peng
- Shandong Institute of Advanced Technology, Chinese Academy of Sciences, Jinan, China
| | - Xuekun Shao
- School of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Cheng Wang
- Shandong Academy of Chinese Medicine, Jinan, China
| | - Yang Shen
- Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Haitao Du
- Shandong Academy of Chinese Medicine, Jinan, China
| | - Danyang Lv
- Shandong Institute of Advanced Technology, Chinese Academy of Sciences, Jinan, China
| | - Ningling Zhang
- Shandong Institute of Advanced Technology, Chinese Academy of Sciences, Jinan, China
| | - Xiuli Wang
- Department of Pulmonary and Critical Care Medicine, Yantai Yeda Hospital, Yantai, China
| | - Tao Wang
- Neck-Shoulder and Lumbocrural Pain Hospital of Shandong First Medical University, Jinan, China
| | - Ping Wang
- Shandong Academy of Chinese Medicine, Jinan, China
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Gomes FDC, Galhardo DDR, Navegante ACG, dos Santos GS, Dias HAAL, Dias Júnior JRL, Pierre ME, Luz MO, de Melo Neto JS. Bioinformatics analysis to identify the relationship between human papillomavirus-associated cervical cancer, toll-like receptors and exomes: A genetic epidemiology study. PLoS One 2024; 19:e0305760. [PMID: 39208235 PMCID: PMC11361573 DOI: 10.1371/journal.pone.0305760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Accepted: 06/04/2024] [Indexed: 09/04/2024] Open
Abstract
INTRODUCTION Genetic variants may influence Toll-like receptor (TLR) signaling in the immune response to human papillomavirus (HPV) infection and lead to cervical cancer. In this study, we investigated the pattern of TLR expression in the transcriptome of HPV-positive and HPV-negative cervical cancer samples and looked for variants potentially related to TLR gene alterations in exomes from different populations. MATERIALS AND METHODS A cervical tissue sample from 28 women, which was obtained from the Gene Expression Omnibus database, was used to examine TLR gene expression. Subsequently, the transcripts related to the TLRs that showed significant gene expression were queried in the Genome Aggregation Database to search for variants in more than 5,728 exomes from different ethnicities. RESULTS Cancer and HPV were found to be associated (p<0.0001). TLR1(p = 0.001), TLR3(p = 0.004), TLR4(221060_s_at)(p = 0.001), TLR7(p = 0.001;p = 0.047), TLR8(p = 0.002) and TLR10(p = 0.008) were negatively regulated, while TLR4(1552798_at)(p<0.0001) and TLR6(p = 0.019) were positively regulated in HPV-positive patients (p<0.05). The clinical significance of the variants was statistically significant for TLR1, TLR3, TLR6 and TLR8 in association with ethnicity. Genetic variants in different TLRs have been found in various ethnic populations. Variants of the TLR gene were of the following types: TLR1(5_prime_UTR), TLR4(start_lost), TLR8(synonymous;missense) and TLR10(3_prime_UTR). The "missense" variant was found to have a risk of its clinical significance being pathogenic in South Asian populations (OR = 56,820[95%CI:40,206,80,299]). CONCLUSION The results of this study suggest that the variants found in the transcriptomes of different populations may lead to impairment of the functional aspect of TLRs that show significant gene expression in cervical cancer samples caused by HPV.
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Affiliation(s)
- Fabiana de Campos Gomes
- Postgraduate Program in Collective Health in the Amazon (PPGSCA), Federal University of Pará (UFPA), Belém, Pará, Brazil
- Faculty of Medicine CERES (FACERES), São José do Rio Preto, São Paulo, Brazil
| | - Deizyane dos Reis Galhardo
- Postgraduate Program in Collective Health in the Amazon (PPGSCA), Federal University of Pará (UFPA), Belém, Pará, Brazil
| | | | - Gabriela Sepêda dos Santos
- Postgraduate Program in Collective Health in the Amazon (PPGSCA), Federal University of Pará (UFPA), Belém, Pará, Brazil
| | | | - José Ribamar Leal Dias Júnior
- Postgraduate Program in Collective Health in the Amazon (PPGSCA), Federal University of Pará (UFPA), Belém, Pará, Brazil
| | - Marie Esther Pierre
- Postgraduate Program in Collective Health in the Amazon (PPGSCA), Federal University of Pará (UFPA), Belém, Pará, Brazil
| | - Marlucia Oliveira Luz
- Postgraduate Program in Collective Health in the Amazon (PPGSCA), Federal University of Pará (UFPA), Belém, Pará, Brazil
| | - João Simão de Melo Neto
- Postgraduate Program in Collective Health in the Amazon (PPGSCA), Federal University of Pará (UFPA), Belém, Pará, Brazil
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Zhang Y, Zhan L, Jiang X, Tang X. Comprehensive review for non-coding RNAs: From mechanisms to therapeutic applications. Biochem Pharmacol 2024; 224:116218. [PMID: 38643906 DOI: 10.1016/j.bcp.2024.116218] [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: 02/01/2024] [Revised: 04/14/2024] [Accepted: 04/16/2024] [Indexed: 04/23/2024]
Abstract
Non-coding RNAs (ncRNAs) are an assorted collection of transcripts that are not translated into proteins. Since their discovery, ncRNAs have gained prominence as crucial regulators of various biological functions across diverse cell types and tissues, and their abnormal functioning has been implicated in disease. Notably, extensive research has focused on the relationship between microRNAs (miRNAs) and human cancers, although other types of ncRNAs, such as long non-coding RNAs (lncRNAs) and circular RNAs (circRNAs), are also emerging as significant contributors to human disease. In this review, we provide a comprehensive summary of our current knowledge regarding the roles of miRNAs, lncRNAs, and circRNAs in cancer and other major human diseases, particularly cancer, cardiovascular, neurological, and infectious diseases. Moreover, we discuss the potential utilization of ncRNAs as disease biomarkers and as targets for therapeutic interventions.
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Affiliation(s)
- YanJun Zhang
- College of Pharmacy and Traditional Chinese Medicine, Jiangsu College of Nursing, Huaian, Jiangsu, 223005, China
| | - Lijuan Zhan
- College of Pharmacy and Traditional Chinese Medicine, Jiangsu College of Nursing, Huaian, Jiangsu, 223005, China
| | - Xue Jiang
- College of Pharmacy and Traditional Chinese Medicine, Jiangsu College of Nursing, Huaian, Jiangsu, 223005, China.
| | - Xiaozhu Tang
- School of Medicine & Holistic Integrative Medicine, Nanjing University of Chinese Medicine, Nanjing, 210023, China.
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von Hofsten S, Fenton KA, Pedersen HL. Human and Murine Toll-like Receptor-Driven Disease in Systemic Lupus Erythematosus. Int J Mol Sci 2024; 25:5351. [PMID: 38791389 PMCID: PMC11120885 DOI: 10.3390/ijms25105351] [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: 04/26/2024] [Revised: 05/10/2024] [Accepted: 05/12/2024] [Indexed: 05/26/2024] Open
Abstract
The pathogenesis of systemic lupus erythematosus (SLE) is linked to the differential roles of toll-like receptors (TLRs), particularly TLR7, TLR8, and TLR9. TLR7 overexpression or gene duplication, as seen with the Y-linked autoimmune accelerator (Yaa) locus or TLR7 agonist imiquimod, correlates with increased SLE severity, and specific TLR7 polymorphisms and gain-of-function variants are associated with enhanced SLE susceptibility and severity. In addition, the X-chromosome location of TLR7 and its escape from X-chromosome inactivation provide a genetic basis for female predominance in SLE. The absence of TLR8 and TLR9 have been shown to exacerbate the detrimental effects of TLR7, leading to upregulated TLR7 activity and increased disease severity in mouse models of SLE. The regulatory functions of TLR8 and TLR9 have been proposed to involve competition for the endosomal trafficking chaperone UNC93B1. However, recent evidence implies more direct, regulatory functions of TLR9 on TLR7 activity. The association between age-associated B cells (ABCs) and autoantibody production positions these cells as potential targets for treatment in SLE, but the lack of specific markers necessitates further research for precise therapeutic intervention. Therapeutically, targeting TLRs is a promising strategy for SLE treatment, with drugs like hydroxychloroquine already in clinical use.
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Affiliation(s)
- Susannah von Hofsten
- Department of Medical Biology, Faculty of Health Sciences, UiT The Arctic University of Norway, 9019 Tromsø, Norway;
| | - Kristin Andreassen Fenton
- Centre of Clinical Research and Education, University Hospital of North Norway, Department of Medical Biology, Faculty of Health Sciences, UiT The Arctic University of Norway, 9019 Tromsø, Norway;
| | - Hege Lynum Pedersen
- Centre of Clinical Research and Education, University Hospital of North Norway, Department of Medical Biology, Faculty of Health Sciences, UiT The Arctic University of Norway, 9019 Tromsø, Norway;
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10
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Huret C, Ferrayé L, David A, Mohamed M, Valentin N, Charlotte F, Savignac M, Goodhardt M, Guéry JC, Rougeulle C, Morey C. Altered X-chromosome inactivation predisposes to autoimmunity. SCIENCE ADVANCES 2024; 10:eadn6537. [PMID: 38701219 PMCID: PMC11068014 DOI: 10.1126/sciadv.adn6537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Accepted: 04/03/2024] [Indexed: 05/05/2024]
Abstract
In mammals, males and females show marked differences in immune responses. Males are globally more sensitive to infectious diseases, while females are more susceptible to systemic autoimmunity. X-chromosome inactivation (XCI), the epigenetic mechanism ensuring the silencing of one X in females, may participate in these sex biases. We perturbed the expression of the trigger of XCI, the noncoding RNA Xist, in female mice. This resulted in reactivation of genes on the inactive X, including members of the Toll-like receptor 7 (TLR7) signaling pathway, in monocyte/macrophages and dendritic and B cells. Consequently, female mice spontaneously developed inflammatory signs typical of lupus, including anti-nucleic acid autoantibodies, increased frequencies of age-associated and germinal center B cells, and expansion of monocyte/macrophages and dendritic cells. Mechanistically, TLR7 signaling is dysregulated in macrophages, leading to sustained expression of target genes upon stimulation. These findings provide a direct link between maintenance of XCI and female-biased autoimmune manifestations and highlight altered XCI as a cause of autoimmunity.
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Affiliation(s)
- Christophe Huret
- Université Paris Cité, CNRS, Epigenetics and Cell Fate, F-75013 Paris, France
| | - Léa Ferrayé
- Toulouse Institute for Infectious and Inflammatory Diseases (Infinity), INSERM UMR1291, CNRS UMR5051, University Paul Sabatier, Toulouse, France
| | - Antoine David
- Université Paris Cité, INSERM UMRS 976, Institut de Recherche Saint Louis, F-75010, Paris, France
| | - Myriame Mohamed
- Université Paris Cité, CNRS, Epigenetics and Cell Fate, F-75013 Paris, France
| | - Nicolas Valentin
- Université Paris Cité, CNRS, Institut Jacques Monod, F-75013, Paris, France
| | - Frédéric Charlotte
- Sorbonne University, Department of Pathological Anatomy and Cytology, Hôpital Pitié-Salpêtrière Charles Foix, F-75013, Paris, France
| | - Magali Savignac
- Toulouse Institute for Infectious and Inflammatory Diseases (Infinity), INSERM UMR1291, CNRS UMR5051, University Paul Sabatier, Toulouse, France
| | - Michele Goodhardt
- Université Paris Cité, INSERM UMRS 976, Institut de Recherche Saint Louis, F-75010, Paris, France
| | - Jean-Charles Guéry
- Toulouse Institute for Infectious and Inflammatory Diseases (Infinity), INSERM UMR1291, CNRS UMR5051, University Paul Sabatier, Toulouse, France
| | - Claire Rougeulle
- Université Paris Cité, CNRS, Epigenetics and Cell Fate, F-75013 Paris, France
| | - Céline Morey
- Université Paris Cité, CNRS, Epigenetics and Cell Fate, F-75013 Paris, France
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11
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Ah Kioon MD, Laurent P, Chaudhary V, Du Y, Crow MK, Barrat FJ. Modulation of plasmacytoid dendritic cells response in inflammation and autoimmunity. Immunol Rev 2024; 323:241-256. [PMID: 38553621 DOI: 10.1111/imr.13331] [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: 05/18/2024]
Abstract
The discovery of toll-like receptors (TLRs) and the subsequent recognition that endogenous nucleic acids (NAs) could serve as TLR ligands have led to essential insights into mechanisms of healthy immune responses as well as pathogenic mechanisms relevant to systemic autoimmune and inflammatory diseases. In systemic lupus erythematosus, systemic sclerosis, and rheumatoid arthritis, NA-containing immune complexes serve as TLR ligands, with distinct implications depending on the additional immune stimuli available. Plasmacytoid dendritic cells (pDCs), the robust producers of type I interferon (IFN-I), are providing critical insights relevant to TLR-mediated healthy immune responses and tissue repair, as well as generation of inflammation, autoimmunity and fibrosis, processes central to the pathogenesis of many autoimmune diseases. In this review, we describe recent data characterizing the role of platelets and NA-binding chemokines in modulation of TLR signaling in pDCs, as well as implications for how the IFN-I products of pDCs contribute to the generation of inflammation and wound healing responses by monocyte/macrophages. Chemokine modulators of TLR-mediated B cell tolerance mechanisms and interactions between TLR signaling and metabolic pathways are also considered. The modulators of TLR signaling and their contribution to the pathogenesis of systemic autoimmune diseases suggest new opportunities for identification of novel therapeutic targets.
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Affiliation(s)
| | - Paôline Laurent
- HSS Research Institute, Hospital for Special Surgery, New York, New York, USA
- Department of Microbiology and Immunology, Weill Cornell Medical College of Cornell University, New York, New York, USA
| | - Vidyanath Chaudhary
- HSS Research Institute, Hospital for Special Surgery, New York, New York, USA
- Department of Microbiology and Immunology, Weill Cornell Medical College of Cornell University, New York, New York, USA
| | - Yong Du
- HSS Research Institute, Hospital for Special Surgery, New York, New York, USA
- Department of Microbiology and Immunology, Weill Cornell Medical College of Cornell University, New York, New York, USA
| | - Mary K Crow
- HSS Research Institute, Hospital for Special Surgery, New York, New York, USA
- Mary Kirkland Center for Lupus Research, Hospital for Special Surgery, New York, New York, USA
- Department of Medicine, Weill Cornell Medicine, New York, New York, USA
| | - Franck J Barrat
- HSS Research Institute, Hospital for Special Surgery, New York, New York, USA
- Department of Microbiology and Immunology, Weill Cornell Medical College of Cornell University, New York, New York, USA
- David Z. Rosensweig Genomics Research Center, Hospital for Special Surgery, New York, New York, USA
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12
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Holbrook BC, Clemens EA, Alexander-Miller MA. Sex-Dependent Effects on Influenza-Specific Antibody Quantity and Neutralizing Activity following Vaccination of Newborn Non-Human Primates Is Determined by Adjuvants. Vaccines (Basel) 2024; 12:415. [PMID: 38675797 PMCID: PMC11054256 DOI: 10.3390/vaccines12040415] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Revised: 04/08/2024] [Accepted: 04/11/2024] [Indexed: 04/28/2024] Open
Abstract
A number of studies have demonstrated the role of sex in regulating immune responses to vaccination. However, these findings have been limited to adults for both human and animal models. As a result, our understanding of the impact of sex on vaccine responses in the newborn is highly limited. Here, we probe this important question using a newborn non-human primate model. We leveraged our prior analysis of two cohorts of newborns, with one being mother-reared and one nursery-reared. This provided adequate numbers of males and females to interrogate the impact of sex on the response to inactivated influenza vaccines alone or adjuvanted with R848, flagellin, or both. We found that, in contrast to what has been reported in adults, the non-adjuvanted inactivated influenza virus vaccine induced similar levels of virus-specific IgG in male and female newborns. However, the inclusion of R848, either alone or in combination with flagellin, resulted in higher antibody titers in females compared to males. Sex-specific increases in the neutralizing antibody were only observed when both R848 and flagellin were present. These data, generated in the highly translational NHP newborn model, provide novel insights into the role of sex in the immune response of newborns.
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Affiliation(s)
| | | | - Martha A. Alexander-Miller
- Department of Microbiology and Immunology, Wake Forest University School of Medicine, Rm 2E-018 Biotech Place, 575 North Patterson Ave., Winston-Salem, NC 27101, USA; (B.C.H.); elene.a.- (E.A.C.)
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13
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Bulut O, Temba GS, Koeken VACM, Moorlag SJCFM, de Bree LCJ, Mourits VP, Kullaya VI, Jaeger M, Qi C, Riksen NP, Domínguez-Andrés J, Xu CJ, Joosten LAB, Li Y, de Mast Q, Netea MG. Common and distinct metabolomic markers related to immune aging in Western European and East African populations. Mech Ageing Dev 2024; 218:111916. [PMID: 38364983 DOI: 10.1016/j.mad.2024.111916] [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: 11/21/2023] [Revised: 01/30/2024] [Accepted: 02/09/2024] [Indexed: 02/18/2024]
Abstract
In old age, impaired immunity causes high susceptibility to infections and cancer, higher morbidity and mortality, and poorer vaccination efficiency. Many factors, such as genetics, diet, and lifestyle, impact aging. This study aimed to investigate how immune responses change with age in healthy Dutch and Tanzanian individuals and identify common metabolites associated with an aged immune profile. We performed untargeted metabolomics from plasma to identify age-associated metabolites, and we correlated their concentrations with ex-vivo cytokine production by immune cells, DNA methylation-based epigenetic aging, and telomere length. Innate immune responses were impacted differently by age in Dutch and Tanzanian cohorts. Age-related decline in steroid hormone precursors common in both populations was associated with higher systemic inflammation and lower cytokine responses. Hippurate and 2-phenylacetamide, commonly more abundant in older individuals, were negatively correlated with cytokine responses and telomere length and positively correlated with epigenetic aging. Lastly, we identified several metabolites that might contribute to the stronger decline in innate immunity with age in Tanzanians. The shared metabolomic signatures of the two cohorts suggest common mechanisms of immune aging, revealing metabolites with potential contributions. These findings also reflect genetic or environmental effects on circulating metabolites that modulate immune responses.
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Affiliation(s)
- Ozlem Bulut
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen 6525GA the Netherlands.
| | - Godfrey S Temba
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen 6525GA the Netherlands; Department of Medical Biochemistry and Molecular Biology, Kilimanjaro Christian Medical University College (KCMUCo), Moshi, Tanzania
| | - Valerie A C M Koeken
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen 6525GA the Netherlands; Department of Computational Biology for Individualised Infection Medicine, Centre for Individualised Infection Medicine (CiiM) & TWINCORE, joint ventures between the Helmholtz-Centre for Infection Research (HZI) and the Hannover Medical School (MHH), Hannover 30625, Germany
| | - Simone J C F M Moorlag
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen 6525GA the Netherlands
| | - L Charlotte J de Bree
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen 6525GA the Netherlands
| | - Vera P Mourits
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen 6525GA the Netherlands
| | - Vesla I Kullaya
- Department of Medical Biochemistry and Molecular Biology, Kilimanjaro Christian Medical University College (KCMUCo), Moshi, Tanzania; Kilimanjaro Clinical Research Institute, Kilimanjaro Christian Medical Center, Moshi, Tanzania
| | - Martin Jaeger
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen 6525GA the Netherlands
| | - Cancan Qi
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen 6525GA the Netherlands; Department of Computational Biology for Individualised Infection Medicine, Centre for Individualised Infection Medicine (CiiM) & TWINCORE, joint ventures between the Helmholtz-Centre for Infection Research (HZI) and the Hannover Medical School (MHH), Hannover 30625, Germany
| | - Niels P Riksen
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen 6525GA the Netherlands
| | - Jorge Domínguez-Andrés
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen 6525GA the Netherlands
| | - Cheng-Jian Xu
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen 6525GA the Netherlands; Department of Computational Biology for Individualised Infection Medicine, Centre for Individualised Infection Medicine (CiiM) & TWINCORE, joint ventures between the Helmholtz-Centre for Infection Research (HZI) and the Hannover Medical School (MHH), Hannover 30625, Germany
| | - Leo A B Joosten
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen 6525GA the Netherlands; Department of Medical Genetics, Iuliu Hatieganu University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - Yang Li
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen 6525GA the Netherlands; Department of Computational Biology for Individualised Infection Medicine, Centre for Individualised Infection Medicine (CiiM) & TWINCORE, joint ventures between the Helmholtz-Centre for Infection Research (HZI) and the Hannover Medical School (MHH), Hannover 30625, Germany
| | - Quirijn de Mast
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen 6525GA the Netherlands
| | - Mihai G Netea
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen 6525GA the Netherlands; Department of Immunology and Metabolism, Life & Medical Sciences Institute, University of Bonn, Bonn53115 Germany
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14
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Tampé JF, Monni E, Palma-Tortosa S, Brogårdh E, Böiers C, Lindgren AG, Kokaia Z. Human monocyte subtype expression of neuroinflammation and regeneration-related genes is linked to age and sex. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.10.584323. [PMID: 38559207 PMCID: PMC10979900 DOI: 10.1101/2024.03.10.584323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/04/2024]
Abstract
Stroke is a leading cause of disability and the third cause of death. The immune system plays an essential role in post-stroke recovery. After an ischemic stroke, monocytes infiltrate the injured brain tissue and can exacerbate or mitigate the damage. Ischemic stroke is more prevalent in the aged population, and the aging brain exhibits an altered immune response. There are also sex disparities in ischemic stroke incidence, outcomes, and recovery, and these differences may be hormone-driven and determined by genetic and epigenetic factors. Here, we studied whether human peripheral blood monocyte subtype (classical, intermediate, and non-classical) expression of neuronal inflammation- and regeneration-related genes depends on age and sex. A FACS analysis of blood samples from 44 volunteers (male and female, aged 28 to 98) showed that in contrast to other immune cells, the proportion of natural killer cells increased in females. The proportion of B-cells decreased in both sexes with age, and subtypes of monocytes were not linked to age or sex. Gene expression analysis by qPCR identified several genes differentially correlating with age and sex within different monocyte subtypes. Interestingly, ANXA1 and CD36 showed a consistent increase with aging in all monocytes, specifically in intermediate (CD36) and intermediate and non-classical (ANXA1) subtypes. Other genes (IL-1β, S100A8, TNFα, CD64, CD33, TGFβ1, TLR8, CD91) were differentially changed in monocyte subtypes with increased aging. Most age-dependent gene changes were differentially expressed in female monocytes. Our data shed light on the nuanced interplay of age and sex in shaping the expression of inflammation- and regeneration-related genes within distinct monocyte subtypes. Understanding these dynamics could pave the way for targeted interventions and personalized approaches in post-stroke care, particularly for the aging population and individuals of different sexes.
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Affiliation(s)
- Juliane F. Tampé
- Laboratory of Stem Cells and Restorative Neurology, Lund Stem Cell Center, Lund University, Lund, Sweden
| | - Emanuela Monni
- Laboratory of Stem Cells and Restorative Neurology, Lund Stem Cell Center, Lund University, Lund, Sweden
| | - Sara Palma-Tortosa
- Laboratory of Stem Cells and Restorative Neurology, Lund Stem Cell Center, Lund University, Lund, Sweden
| | - Emil Brogårdh
- Laboratory of Stem Cells and Restorative Neurology, Lund Stem Cell Center, Lund University, Lund, Sweden
| | - Charlotta Böiers
- Division of Molecular Hematology, Lund Stem Cell Center, Lund University, Lund, Sweden
| | - Arne G. Lindgren
- Department of Clinical Sciences Lund, Neurology, Skåne University Hospital, Lund University, Lund, Sweden
| | - Zaal Kokaia
- Laboratory of Stem Cells and Restorative Neurology, Lund Stem Cell Center, Lund University, Lund, Sweden
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15
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Shi X, Facemire L, Singh S, Kumar S, Cornelison R, Liang C, Qin F, Liu A, Lin S, Tang Y, Elfman J, Manley T, Bullock T, Haverstick DM, Wu P, Li H. UBA1-CDK16 : A Sex-Specific Chimeric RNA and Its Role in Immune Sexual Dimorphism. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.02.13.580120. [PMID: 38405903 PMCID: PMC10888732 DOI: 10.1101/2024.02.13.580120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
Abstract
RNA processing mechanisms, such as alternative splicing and RNA editing, have been recognized as critical means to expand the transcriptome. Chimeric RNAs formed by intergenic splicing provide another potential layer of RNA diversification. By analyzing a large set of RNA-Seq data and validating results in over 1,200 blood samples, we identified UBA1-CDK16 , a female-specific chimeric transcript. Intriguingly, both parental genes, are expressed in males and females. Mechanistically, UBA1-CDK16 is produced by cis-splicing between the two adjacent X-linked genes, originating from the inactive X chromosome. A female-specific chromatin loop, formed between the junction sites, facilitates the alternative splicing of its readthrough precursor. This unique chimeric transcript exhibits evolutionary conservation, evolving to be female-specific from non-human primates to humans. Furthermore, our investigation reveals that UBA1-CDK16 is enriched in the myeloid lineage and plays a regulatory role in myeloid differentiation. Notably, female COVID-19 patients who tested negative for this chimeric transcript displayed higher counts of neutrophils, highlighting its potential role in disease pathogenesis. These findings support the notion that chimeric RNAs represent a new repertoire of transcripts that can be regulated independently from the parental genes, and a new class of RNA variance with potential implications in sexual dimorphism and immune responses.
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16
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Mahla RS. Comment on: Genome-wide DNA methylation sequencing reveals epigenetic features and potential biomarkers of Sjögren syndrome. Int J Rheum Dis 2024; 27:e15033. [PMID: 38287546 DOI: 10.1111/1756-185x.15033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Accepted: 12/26/2023] [Indexed: 01/31/2024]
Affiliation(s)
- Ranjeet Singh Mahla
- Medical Science Division, Kennedy Institute of Rheumatology, University of Oxford, Oxford, UK
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