1
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Yuan Y, Xu Q, Wani A, Dahrendorff J, Wang C, Shen A, Donglasan J, Burgan S, Graham Z, Uddin M, Wildman D, Qu A. Differentially expressed heterogeneous overdispersion genes testing for count data. PLoS One 2024; 19:e0300565. [PMID: 39018275 PMCID: PMC11253971 DOI: 10.1371/journal.pone.0300565] [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: 03/05/2023] [Accepted: 02/29/2024] [Indexed: 07/19/2024] Open
Abstract
The mRNA-seq data analysis is a powerful technology for inferring information from biological systems of interest. Specifically, the sequenced RNA fragments are aligned with genomic reference sequences, and we count the number of sequence fragments corresponding to each gene for each condition. A gene is identified as differentially expressed (DE) if the difference in its count numbers between conditions is statistically significant. Several statistical analysis methods have been developed to detect DE genes based on RNA-seq data. However, the existing methods could suffer decreasing power to identify DE genes arising from overdispersion and limited sample size, where overdispersion refers to the empirical phenomenon that the variance of read counts is larger than the mean of read counts. We propose a new differential expression analysis procedure: heterogeneous overdispersion genes testing (DEHOGT) based on heterogeneous overdispersion modeling and a post-hoc inference procedure. DEHOGT integrates sample information from all conditions and provides a more flexible and adaptive overdispersion modeling for the RNA-seq read count. DEHOGT adopts a gene-wise estimation scheme to enhance the detection power of differentially expressed genes when the number of replicates is limited as long as the number of conditions is large. DEHOGT is tested on the synthetic RNA-seq read count data and outperforms two popular existing methods, DESeq2 and EdgeR, in detecting DE genes. We apply the proposed method to a test dataset using RNAseq data from microglial cells. DEHOGT tends to detect more differently expressed genes potentially related to microglial cells under different stress hormones treatments.
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Affiliation(s)
- Yubai Yuan
- Department of Statistics, The Pennsylvania State University, State College, PA, United States of America
| | - Qi Xu
- Department of Statistics, University of California Irvine, Irvine, CA, United States of America
| | - Agaz Wani
- Genomics Program, College of Public Health, University of South Florida, Tampa, FL, United States of America
| | - Jan Dahrendorff
- Genomics Program, College of Public Health, University of South Florida, Tampa, FL, United States of America
| | - Chengqi Wang
- Genomics Program, College of Public Health, University of South Florida, Tampa, FL, United States of America
| | - Arlina Shen
- University of California Berkeley, Berkeley, CA, United States of America
| | - Janelle Donglasan
- Genomics Program, College of Public Health, University of South Florida, Tampa, FL, United States of America
| | - Sarah Burgan
- Genomics Program, College of Public Health, University of South Florida, Tampa, FL, United States of America
| | - Zachary Graham
- Genomics Program, College of Public Health, University of South Florida, Tampa, FL, United States of America
| | - Monica Uddin
- Genomics Program, College of Public Health, University of South Florida, Tampa, FL, United States of America
| | - Derek Wildman
- Genomics Program, College of Public Health, University of South Florida, Tampa, FL, United States of America
| | - Annie Qu
- Department of Statistics, University of California Irvine, Irvine, CA, United States of America
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2
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Yuan Y, Xu Q, Wani A, Dahrendor J, Wang C, Donglasan J, Burgan S, Graham Z, Uddin M, Wildman D, Qu A. Differentially Expressed Heterogeneous Overdispersion Genes Testing for Count Data. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.02.21.529455. [PMID: 36865247 PMCID: PMC9980115 DOI: 10.1101/2023.02.21.529455] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/24/2023]
Abstract
The mRNA-seq data analysis is a powerful technology for inferring information from biological systems of interest. Specifically, the sequenced RNA fragments are aligned with genomic reference sequences, and we count the number of sequence fragments corresponding to each gene for each condition. A gene is identified as differentially expressed (DE) if the difference in its count numbers between conditions is statistically significant. Several statistical analysis methods have been developed to detect DE genes based on RNA-seq data. However, the existing methods could suffer decreasing power to identify DE genes arising from overdispersion and limited sample size. We propose a new differential expression analysis procedure: heterogeneous overdispersion genes testing (DEHOGT) based on heterogeneous overdispersion modeling and a post-hoc inference procedure. DEHOGT integrates sample information from all conditions and provides a more flexible and adaptive overdispersion modeling for the RNA-seq read count. DEHOGT adopts a gene-wise estimation scheme to enhance the detection power of differentially expressed genes. DEHOGT is tested on the synthetic RNA-seq read count data and outperforms two popular existing methods, DESeq and EdgeR, in detecting DE genes. We apply the proposed method to a test dataset using RNAseq data from microglial cells. DEHOGT tends to detect more differently expressed genes potentially related to microglial cells under different stress hormones treatments.
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Affiliation(s)
- Yubai Yuan
- Department of Statistics, The Pennsylvania State University
| | - Qi Xu
- Department of Statistics, University of California Irvine
| | - Agaz Wani
- College of Public Health, University of South Florida
| | - Jan Dahrendor
- College of Public Health, University of South Florida
| | - Chengqi Wang
- College of Public Health, University of South Florida
| | | | - Sarah Burgan
- College of Public Health, University of South Florida
| | | | - Monica Uddin
- College of Public Health, University of South Florida
| | - Derek Wildman
- College of Public Health, University of South Florida
| | - Annie Qu
- Department of Statistics, University of California Irvine
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3
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Cari L, Rosati L, Leoncini G, Lusenti E, Gentili M, Nocentini G, Riccardi C, Migliorati G, Ronchetti S. Association of GILZ with MUC2, TLR2, and TLR4 in Inflammatory Bowel Disease. Int J Mol Sci 2023; 24:ijms24032235. [PMID: 36768553 PMCID: PMC9917296 DOI: 10.3390/ijms24032235] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 01/13/2023] [Accepted: 01/19/2023] [Indexed: 01/26/2023] Open
Abstract
Ulcerative colitis (UC) and Crohn's Disease (CD) are chronic relapsing inflammatory diseases that are caused by genetic, environmental, and immune factors. Treatment strategies are currently based on symptomatic control by immunosuppression. The glucocorticoid-induced leucine zipper (GILZ), a mediator of several effects of glucocorticoids, was recently found to be secreted by goblet cells and play a role in inflammatory bowel disease (IBD). This study investigates which genes GILZ is associated with in its role in intestinal barrier functions. We examined datasets from the Gene Expression Omnibus (GEO) and ArrayExpress profiles of the gut of healthy subjects (HSs), as well as UC and CD patients. The human colonic epithelial HT29 cell line was used for in vitro validation experiments. GILZ was significantly correlated with MUC2, TLR2, and TLR4. In particular, an inverse correlation was found between the GILZ and MUC2 in HS and patients with IBD, mostly in those with an active disease. Further, direct pairwise correlations for GILZ/TLR2 and GILZ/TLR4 were found in HSs and UC patients, but not in CD patients. Overall, our results reveal the crosstalk at the transcription level between the GILZ, MUC2, and TLRs in the mucosal barrier through common pathways, and they open up new perspectives in terms of mucosal healing in IBD patients.
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Affiliation(s)
- Luigi Cari
- Pharmacology Division, Department of Medicine and Surgery, University of Perugia, P.le L. Severi 1, 06132 Perugia, Italy
| | - Lucrezia Rosati
- Pharmacology Division, Department of Medicine and Surgery, University of Perugia, P.le L. Severi 1, 06132 Perugia, Italy
| | - Giuseppe Leoncini
- First Pathology Division, Department of Pathology and Laboratory Medicine, Fondazione IRCCS Istituto Nazionale dei Tumori, Via G. Venezian 1, 20133 Milano, Italy
| | - Eleonora Lusenti
- Pharmacology Division, Department of Medicine and Surgery, University of Perugia, P.le L. Severi 1, 06132 Perugia, Italy
| | - Marco Gentili
- Pharmacology Division, Department of Medicine and Surgery, University of Perugia, P.le L. Severi 1, 06132 Perugia, Italy
| | - Giuseppe Nocentini
- Pharmacology Division, Department of Medicine and Surgery, University of Perugia, P.le L. Severi 1, 06132 Perugia, Italy
| | - Carlo Riccardi
- Pharmacology Division, Department of Medicine and Surgery, University of Perugia, P.le L. Severi 1, 06132 Perugia, Italy
| | - Graziella Migliorati
- Pharmacology Division, Department of Medicine and Surgery, University of Perugia, P.le L. Severi 1, 06132 Perugia, Italy
| | - Simona Ronchetti
- Pharmacology Division, Department of Medicine and Surgery, University of Perugia, P.le L. Severi 1, 06132 Perugia, Italy
- Correspondence:
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4
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Glucocorticoid-Induced Leucine Zipper (GILZ) in Cardiovascular Health and Disease. Cells 2021; 10:cells10082155. [PMID: 34440924 PMCID: PMC8394287 DOI: 10.3390/cells10082155] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 08/13/2021] [Accepted: 08/16/2021] [Indexed: 01/13/2023] Open
Abstract
Glucocorticoids (GCs) are essential in regulating functions and homeostasis in many biological systems and are extensively used to treat a variety of conditions associated with immune/inflammatory processes. GCs are among the most powerful drugs for the treatment of autoimmune and inflammatory diseases, but their long-term usage is limited by severe adverse effects. For this reason, to envision new therapies devoid of typical GC side effects, research has focused on expanding the knowledge of cellular and molecular effects of GCs. GC-induced leucine zipper (GILZ) is a GC-target protein shown to mediate several actions of GCs, including inhibition of the NF-κB and MAPK pathways. GILZ expression is not restricted to immune cells, and it has been shown to play a regulatory role in many organs and tissues, including the cardiovascular system. Research on the role of GILZ on endothelial cells has demonstrated its ability to modulate the inflammatory cascade, resulting in a downregulation of cytokines, chemokines, and cellular adhesion molecules. GILZ also has the capacity to protect myocardial cells, as its deletion makes the heart, after a deleterious stimulus, more susceptible to apoptosis, immune cell infiltration, hypertrophy, and impaired function. Despite these advances, we have only just begun to appreciate the relevance of GILZ in cardiovascular homeostasis and dysfunction. This review summarizes the current understanding of the role of GILZ in modulating biological processes relevant to cardiovascular biology.
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5
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He YJ, Xu JQ, Sun MM, Fang XZ, Peng ZK, Pan SW, Zhou T, Wang YX, Shang Y. Glucocorticoid-Induced Leucine Zipper: A Promising Marker for Monitoring and Treating Sepsis. Front Immunol 2020; 11:606649. [PMID: 33424852 PMCID: PMC7793647 DOI: 10.3389/fimmu.2020.606649] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Accepted: 11/13/2020] [Indexed: 12/16/2022] Open
Abstract
Sepsis is a clinical syndrome that resulting from a dysregulated inflammatory response to infection that leads to organ dysfunction. The dysregulated inflammatory response transitions from a hyper-inflammatory phase to a hypo-inflammatory or immunosuppressive phase. Currently, no phase-specific molecular-based therapies are available for monitoring the complex immune response and treating sepsis due to individual variations in the timing and overlap of the dysregulated immune response in most patients. Glucocorticoid-induced leucine zipper (GILZ), is broadly present in multiple tissues and circumvent glucocorticoid resistance (GCR) or unwanted side effects. Recently, the characteristics of GILZ downregulation during acute hyperinflammation and GILZ upregulation during the immunosuppressive phase in various inflammatory diseases have been well documented, and the protective effects of GILZ have gained attention in the field of sepsis. However, whether GILZ could be a promising candidate biomarker for monitoring and treating septic patients remains unknown. Here, we discuss the effect of GILZ in sepsis and sepsis-induced immunosuppression.
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Affiliation(s)
- Ya-Jun He
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.,Institute of Anesthesiology and Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ji-Qian Xu
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.,Institute of Anesthesiology and Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Miao-Miao Sun
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.,Institute of Anesthesiology and Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiang-Zhi Fang
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.,Institute of Anesthesiology and Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Zhe-Kang Peng
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.,Institute of Anesthesiology and Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Shang-Wen Pan
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.,Institute of Anesthesiology and Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ting Zhou
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.,Institute of Anesthesiology and Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Ya-Xin Wang
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.,Institute of Anesthesiology and Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - You Shang
- Department of Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.,Institute of Anesthesiology and Critical Care Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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6
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Mozaffari MS. Role of GILZ in the Kidney and the Cardiovascular System: Relevance to Cardiorenal Complications of COVID-19. J Pharmacol Exp Ther 2020; 375:398-405. [PMID: 33008869 DOI: 10.1124/jpet.120.000243] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Accepted: 09/16/2020] [Indexed: 01/04/2023] Open
Abstract
Glucocorticoids are extensively used for a variety of conditions, including those associated with dysregulation of immune and inflammatory responses as primary etiopathogenic factors. Indeed, the proinflammatory cytokine storm of coronavirus disease 2019 (COVID-19) is the latest condition for which the use of a glucocorticoid has been advocated. Recognition of serious adverse effects of glucocorticoids has led to research aimed at unraveling molecular basis by which they impact immune and inflammatory events with the ultimate objective of devising novel therapies to circumvent glucocorticoids-related adverse outcomes. Consequently, glucocorticoid-induced leucine zipper (GILZ) protein was discovered and is increasingly recognized as the pivotal regulator of the effects of glucocorticoids on immune and inflammatory responses. Importantly, the advent of GILZ-based options raises the prospect of their eventual therapeutic use for a variety of conditions accompanied with dysregulation of immune and inflammatory responses and associated target organ complications. Thus, the objective of this minireview is to describe our current understanding of the role of GILZ in the cardiovascular system and the kidney along with outcome of GILZ-based interventions on associated disorders. This information is also of relevance for emerging complications of COVID-19. SIGNIFICANCE STATEMENT: Glucocorticoid-induced leucine zipper (GILZ) was initially discovered as the pivotal mediator of immune regulatory/suppressive effects of glucocorticoids. Since the use of glucocorticoids is associated with serious adverse effects, GILZ-based formulations could offer therapeutic advantages. Thus, this minireview will describe our current understanding of the role of GILZ in the kidney and the cardiovascular system, which is of relevance and significance for pathologies affecting them, including the multiorgan complications of coronavirus disease 2019.
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Affiliation(s)
- Mahmood S Mozaffari
- Department of Oral Biology and Diagnostic Sciences, the Dental College of Georgia, Augusta University, Augusta, Georgia
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7
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Ronchetti S, Gentili M, Ricci E, Migliorati G, Riccardi C. Glucocorticoid-Induced Leucine Zipper as a Druggable Target in Inflammatory Bowel Diseases. Inflamm Bowel Dis 2020; 26:1017-1025. [PMID: 31961437 DOI: 10.1093/ibd/izz331] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Indexed: 12/11/2022]
Abstract
Inflammatory bowel diseases (IBDs) are chronic inflammatory disorders with a complex pathogenesis, affecting people of all ages. They are characterized by alternating phases of clinical relapse and remission, depending on the fine balance between immune cells and the gut microbiota. The cross talk between cells of the immune system and the gut microbiota can result in either tolerance or inflammation, according to multifactorial triggers, ranging from environmental factors to genetic susceptibility. Glucocorticoid (GC) administration remains the first-line treatment for IBDs, although long-term use is limited by development of serious adverse effects. Recently, new alternative pharmacological therapies have been developed, although these are not always effective in IBD patients. There is a constant demand for effective new drug targets to guarantee total remission and improve the quality of life for IBD patients. The glucocorticoid-induced leucine zipper (GILZ) has been implicated as a promising candidate for this purpose, in view of its powerful anti-inflammatory effects that mimic those of GCs while avoiding their unwanted adverse reactions. Here we present and discuss the latest findings about the involvement of GILZ in IBDs.
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Affiliation(s)
- Simona Ronchetti
- Department of Medicine, Pharmacology Division, University of Perugia, Italy
| | - Marco Gentili
- Department of Medicine, Pharmacology Division, University of Perugia, Italy
| | - Erika Ricci
- Department of Medicine, Pharmacology Division, University of Perugia, Italy
| | | | - Carlo Riccardi
- Department of Medicine, Pharmacology Division, University of Perugia, Italy
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8
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Cari L, Montanucci P, Basta G, Petrillo MG, Ricci E, Pescara T, Greco A, Cipriani S, Shimizu J, Migliorati G, Nocentini G, Calafiore R, Riccardi C. Microencapsulated G3C Hybridoma Cell Graft Delays the Onset of Spontaneous Diabetes in NOD Mice by an Expansion of Gitr + Treg Cells. Diabetes 2020; 69:965-980. [PMID: 32169893 DOI: 10.2337/db19-0087] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2019] [Accepted: 02/25/2020] [Indexed: 11/13/2022]
Abstract
As an alternative to lifelong insulin supplementation, potentiation of immune tolerance in patients with type 1 diabetes could prevent the autoimmune destruction of pancreatic islet β-cells. This study was aimed to assess whether the G3c monoclonal antibody (mAb), which triggers the glucocorticoid-induced TNFR-related (Gitr) costimulatory receptor, promotes the expansion of regulatory T cells (Tregs) in SV129 (wild-type) and diabetic-prone NOD mice. The delivery of the G3c mAb via G3C hybridoma cells enveloped in alginate-based microcapsules (G3C/cps) for 3 weeks induced Foxp3+ Treg-cell expansion in the spleen of wild-type mice but not in Gitr-/- mice. G3C/cps also induced the expansion of nonconventional Cd4+Cd25-/lowFoxp3lowGitrint/high (GITR single-positive [sp]) Tregs. Both Cd4+Cd25+GitrhighFoxp3+ and GITRsp Tregs (including also antigen-specific cells) were expanded in the spleen and pancreas of G3C/cps-treated NOD mice, and the number of intact islets was higher in G3C/cps-treated than in empty cps-treated and untreated animals. Consequently, all but two G3C/cps-treated mice did not develop diabetes and all but one survived until the end of the 24-week study. In conclusion, long-term Gitr triggering induces Treg expansion, thereby delaying/preventing diabetes development in NOD mice. This therapeutic approach may have promising clinical potential for the treatment of inflammatory and autoimmune diseases.
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Affiliation(s)
- Luigi Cari
- Section of Pharmacology, Department of Medicine, University of Perugia, Perugia, Italy
| | - Pia Montanucci
- Section of Internal Medicine and Endocrine and Metabolic Sciences, Department of Medicine, and Laboratory for Endocrine Cell Transplants and Biohybrid Organs, University of Perugia, Perugia, Italy
| | - Giuseppe Basta
- Section of Internal Medicine and Endocrine and Metabolic Sciences, Department of Medicine, and Laboratory for Endocrine Cell Transplants and Biohybrid Organs, University of Perugia, Perugia, Italy
| | - Maria G Petrillo
- Section of Pharmacology, Department of Medicine, University of Perugia, Perugia, Italy
| | - Erika Ricci
- Section of Pharmacology, Department of Medicine, University of Perugia, Perugia, Italy
| | - Teresa Pescara
- Section of Internal Medicine and Endocrine and Metabolic Sciences, Department of Medicine, and Laboratory for Endocrine Cell Transplants and Biohybrid Organs, University of Perugia, Perugia, Italy
| | - Alessia Greco
- Section of Internal Medicine and Endocrine and Metabolic Sciences, Department of Medicine, and Laboratory for Endocrine Cell Transplants and Biohybrid Organs, University of Perugia, Perugia, Italy
| | - Sabrina Cipriani
- Rheumatology Unit, Department of Medicine, School of Medicine, University of Perugia, Perugia, Italy
| | - Jun Shimizu
- Center for Innovation in Immunoregulative Technology and Therapeutics, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Graziella Migliorati
- Section of Pharmacology, Department of Medicine, University of Perugia, Perugia, Italy
| | - Giuseppe Nocentini
- Section of Pharmacology, Department of Medicine, University of Perugia, Perugia, Italy
| | - Riccardo Calafiore
- Section of Internal Medicine and Endocrine and Metabolic Sciences, Department of Medicine, and Laboratory for Endocrine Cell Transplants and Biohybrid Organs, University of Perugia, Perugia, Italy
| | - Carlo Riccardi
- Section of Pharmacology, Department of Medicine, University of Perugia, Perugia, Italy
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9
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Koyanagi M, Arimura Y. Comparative Expression Analysis of Stress-Inducible Genes in Murine Immune Cells. Immunol Invest 2019; 49:907-925. [PMID: 31833438 DOI: 10.1080/08820139.2019.1702673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Background: Psychological stress affects the immune system. Upon stress occurrence, glucocorticoid is released that binds to the glucocorticoid receptor and regulates gene expression. Thus, we aimed to examine the stress-induced immunomodulatory mechanisms by investigating the expression patterns of stress-inducible genes in murine immune cells. Methods: BALB/c, C57BL/6, glucocorticoid-receptor congenic mice, and corticotropin-releasing hormone (CRH)-deficient mice were exposed to synthetic glucocorticoid, dexamethasone, or placed under a restraint condition. The expression level of stress-related genes, such as Rtp801, Gilz, Mkp-1, Bnip3, and Trp53inp1 was measured in the immune cells in these mice. Results: Short restraint stress induced Rtp801 and Gilz expressions that were higher in the spleen of BALB/c mice than those in C57BL/6 mice. Mkp-1 expression increased equally in these two strains, despite the difference in the glucocorticoid level. These three genes induced by short restraint stress were not induced in the CRH-deficient mice. In contrast, Bnip3 and Trp53inp1 were only upregulated upon longer restraint events. In the thymus, Trp53inp1 expression was induced upon short restraint stress, whereas Gilz expression constantly increased upon short and repetitive restraint stresses. Conclusion: These results suggest that singular and repetitive bouts of stress lead to differential gene expression in mice and stress-induced gene expression in thymocytes is distinct from that observed in splenocytes. Gilz, Rtp801, and Mkp-1 genes induced by short restraint stress are dependent on CRH in the spleen.
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Affiliation(s)
- Madoka Koyanagi
- Department of Host Defense for Animals, School of Animal Science, Nippon Veterinary and Life Science University , Tokyo, Japan
| | - Yutaka Arimura
- Department of Host Defense for Animals, School of Animal Science, Nippon Veterinary and Life Science University , Tokyo, Japan
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10
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Bereshchenko O, Migliorati G, Bruscoli S, Riccardi C. Glucocorticoid-Induced Leucine Zipper: A Novel Anti-inflammatory Molecule. Front Pharmacol 2019; 10:308. [PMID: 30971930 PMCID: PMC6445858 DOI: 10.3389/fphar.2019.00308] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2018] [Accepted: 03/12/2019] [Indexed: 12/20/2022] Open
Abstract
Glucocorticoids (GCs) are the most commonly used drugs for treatment of autoimmune and inflammatory diseases. Their efficacy is due to their ability to bind cytoplasmic receptors (glucocorticoid receptors, GR) and other cytoplasmic proteins, thus regulating gene expression. Although GCs are potent life-saving drugs, their therapeutic effects are transitory and chronic use of GCs is accompanied by serious side effects. Therefore, new drugs are needed to replace GCs. We have identified a gene, glucocorticoid-induced leucine zipper (GILZ or tsc22d3), that is rapidly and invariably induced by GCs. Human GILZ is a 135-amino acid protein that mediates many GC effects, including inhibition of the NF-κB and MAPK pathways. Similar to GCs, GILZ exerts anti-inflammatory activity in experimental disease models, including inflammatory bowel diseases and arthritis. While transgenic mice that overexpress GILZ are more resistant, GILZ knockout mice develop worse inflammatory diseases. Moreover, the anti-inflammatory effect of GCs is attenuated in GILZ-deficient mice. Importantly, in vivo delivery of recombinant GILZ protein cured colitis and facilitated resolution of lipopolysaccharide-induced inflammation without apparent toxic effects. A synthetic GILZ-derived peptide, corresponding to the GILZ region that interacts with NF-κB, was able to suppress experimental autoimmune encephalomyelitis. Collectively, these findings indicate that GILZ is an anti-inflammatory molecule that may serve as the basis for designing new therapeutic approaches to inflammatory diseases.
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Affiliation(s)
- Oxana Bereshchenko
- Department of Surgery and Biomedical Sciences, University of Perugia, Perugia, Italy
| | - Graziella Migliorati
- Section of Pharmacology, Department of Medicine, University of Perugia, Perugia, Italy
| | - Stefano Bruscoli
- Section of Pharmacology, Department of Medicine, University of Perugia, Perugia, Italy
| | - Carlo Riccardi
- Section of Pharmacology, Department of Medicine, University of Perugia, Perugia, Italy
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11
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Vétillard M, Schlecht-Louf G. Glucocorticoid-Induced Leucine Zipper: Fine-Tuning of Dendritic Cells Function. Front Immunol 2018; 9:1232. [PMID: 29915587 PMCID: PMC5994841 DOI: 10.3389/fimmu.2018.01232] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2018] [Accepted: 05/16/2018] [Indexed: 12/11/2022] Open
Abstract
Dendritic cells (DCs) are key antigen-presenting cells that control the induction of both tolerance and immunity. Understanding the molecular mechanisms regulating DCs commitment toward a regulatory- or effector-inducing profile is critical for better designing prophylactic and therapeutic approaches. Initially identified in dexamethasone-treated thymocytes, the glucocorticoid-induced leucine zipper (GILZ) protein has emerged as a critical factor mediating most, but not all, glucocorticoids effects in both non-immune and immune cells. This intracellular protein exerts pleiotropic effects through interactions with transcription factors and signaling proteins, thus modulating signal transduction and gene expression. GILZ has been reported to control the proliferation, survival, and differentiation of lymphocytes, while its expression confers anti-inflammatory phenotype to monocytes and macrophages. In the past twelve years, a growing set of data has also established that GILZ expression in DCs is a molecular switch controlling their T-cell-priming capacity. Here, after a brief presentation of GILZ isoforms and functions, we summarize current knowledge regarding GILZ expression and regulation in DCs, in both health and disease. We further present the functional consequences of GILZ expression on DCs capacity to prime effector or regulatory T-cell responses and highlight recent findings pointing to a broader role of GILZ in the fine tuning of antigen capture, processing, and presentation by DCs. Finally, we discuss future prospects regarding the possible roles for GILZ in the control of DCs function in the steady state and in the context of infections and chronic pathologies.
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Affiliation(s)
- Mathias Vétillard
- UMR996-Inflammation, Chimiokines et Immunopathologie, INSERM, Faculté de médecine, Univ Paris-Sud, Université Paris-Saclay, Clamart, France
| | - Géraldine Schlecht-Louf
- UMR996-Inflammation, Chimiokines et Immunopathologie, INSERM, Faculté de médecine, Univ Paris-Sud, Université Paris-Saclay, Clamart, France
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Ricci E, Ronchetti S, Pericolini E, Gabrielli E, Cari L, Gentili M, Roselletti E, Migliorati G, Vecchiarelli A, Riccardi C. Role of the glucocorticoid-induced leucine zipper gene in dexamethasone-induced inhibition of mouse neutrophil migration via control of annexin A1 expression. FASEB J 2017; 31:3054-3065. [PMID: 28373208 DOI: 10.1096/fj.201601315r] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2016] [Accepted: 03/13/2017] [Indexed: 12/15/2022]
Abstract
The glucocorticoid-induced leucine zipper (GILZ) gene is a pivotal mediator of the anti-inflammatory effects of glucocorticoids (GCs) that are known to regulate the function of both adaptive and innate immunity cells. Our aim was to investigate the role of GILZ in GC-induced inhibition of neutrophil migration, as this role has not been investigated before. We found that GILZ expression was induced by dexamethasone (DEX), a synthetic GC, in neutrophils, and that it regulated migration of these cells into inflamed tissues under DEX treatment. Of note, inhibition of neutrophil migration was not observed in GILZ-knockout mice with peritonitis that were treated by DEX. This was because DEX was unable to up-regulate annexin A1 (Anxa1) expression in the absence of GILZ. Furthermore, we showed that GILZ mediates Anxa1 induction by GCs by transactivating Anxa1 expression at the promoter level via binding with the transcription factor, PU.1. The present findings shed light on the role of GILZ in the mechanism of induction of Anxa1 by GCs. As Anxa1 is an important protein for the resolution of inflammatory response, GILZ may represent a new pharmacologic target for treatment of inflammatory diseases.-Ricci, E., Ronchetti, S., Pericolini, E., Gabrielli, E., Cari, L., Gentili, M., Roselletti, E., Migliorati, G., Vecchiarelli, A., Riccardi, C. Role of the glucocorticoid-induced leucine zipper gene in dexamethasone-induced inhibition of mouse neutrophil migration via control of annexin A1 expression.
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Affiliation(s)
- Erika Ricci
- Pharmacology Section, Department of Medicine, University of Perugia, Perugia, Italy
| | - Simona Ronchetti
- Pharmacology Section, Department of Medicine, University of Perugia, Perugia, Italy
| | - Eva Pericolini
- Microbiology Section, Department of Experimental Medicine, University of Perugia, Perugia, Italy.,Department of Diagnostic, Clinic, and Public Health Medicine, University of Modena and Reggio Emilia, Modena, Italy
| | - Elena Gabrielli
- Microbiology Section, Department of Experimental Medicine, University of Perugia, Perugia, Italy
| | - Luigi Cari
- Pharmacology Section, Department of Medicine, University of Perugia, Perugia, Italy
| | - Marco Gentili
- Pharmacology Section, Department of Medicine, University of Perugia, Perugia, Italy
| | - Elena Roselletti
- Microbiology Section, Department of Experimental Medicine, University of Perugia, Perugia, Italy
| | - Graziella Migliorati
- Pharmacology Section, Department of Medicine, University of Perugia, Perugia, Italy
| | - Anna Vecchiarelli
- Microbiology Section, Department of Experimental Medicine, University of Perugia, Perugia, Italy
| | - Carlo Riccardi
- Pharmacology Section, Department of Medicine, University of Perugia, Perugia, Italy;
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Kadmiel M, Janoshazi A, Xu X, Cidlowski JA. Glucocorticoid action in human corneal epithelial cells establishes roles for corticosteroids in wound healing and barrier function of the eye. Exp Eye Res 2016; 152:10-33. [PMID: 27600171 DOI: 10.1016/j.exer.2016.08.020] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2016] [Revised: 08/24/2016] [Accepted: 08/31/2016] [Indexed: 12/23/2022]
Abstract
Glucocorticoids play diverse roles in almost all physiological systems of the body, including both anti-inflammatory and immunosuppressive roles. Synthetic glucocorticoids are one of the most widely prescribed drugs and are used in the treatment of conditions such as autoimmune diseases, allergies, ocular disorders and certain types of cancers. In the interest of investigating glucocorticoid actions in the cornea of the eye, we established that multiple cell types in mouse corneas express functional glucocorticoid receptor (GR) with corneal epithelial cells having robust expression. To define glucocorticoid actions in a cell type-specific manner, we employed immortalized human corneal epithelial (HCE) cell line to define the glucocorticoid transcriptome and elucidated its functions in corneal epithelial cells. Over 4000 genes were significantly regulated within 6 h of dexamethasone treatment, and genes associated with cell movement, cytoskeletal remodeling and permeability were highly regulated. Real-time in vitro wound healing assays revealed that glucocorticoids delay wound healing by attenuating cell migration. These functional alterations were associated with cytoskeletal remodeling at the wounded edge of a scratch-wounded monolayer. However, glucocorticoid treatment improved the organization of tight-junction proteins and enhanced the epithelial barrier function. Our results demonstrate that glucocorticoids profoundly alter corneal epithelial gene expression and many of these changes likely impact both wound healing and epithelial cell barrier function.
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Affiliation(s)
- Mahita Kadmiel
- Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, NC, USA
| | - Agnes Janoshazi
- Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, NC, USA
| | - Xiaojiang Xu
- Integrative Bioinformatics, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, NC, USA
| | - John A Cidlowski
- Signal Transduction Laboratory, National Institute of Environmental Health Sciences, National Institutes of Health, Department of Health and Human Services, Research Triangle Park, NC, USA.
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