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He X, Liu P, Luo Y, Fu X, Yang T. STATs, promising targets for the treatment of autoimmune and inflammatory diseases. Eur J Med Chem 2024; 277:116783. [PMID: 39180944 DOI: 10.1016/j.ejmech.2024.116783] [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: 02/05/2024] [Revised: 08/14/2024] [Accepted: 08/16/2024] [Indexed: 08/27/2024]
Abstract
Cytokines play a crucial role in the pathophysiology of autoimmune and inflammatory diseases, with over 50 cytokines undergoing signal transduction through the Signal Transducers and Activators of Transcription (STAT) signaling pathway. Recent studies have solidly confirmed the pivotal role of STATs in autoimmune and inflammatory diseases. Therefore, this review provides a detailed summary of the immunological functions of STATs, focusing on exploring their mechanisms in various autoimmune and inflammatory diseases. Additionally, with the rapid advancement of structural biology in the field of drug discovery, many STAT inhibitors have been identified using structure-based drug design strategies. In this review, we also examine the structures of STAT proteins and compile the latest research on STAT inhibitors currently being tested in animal models and clinical trials for the treatment of immunological diseases, which emphasizes the feasibility of STATs as promising therapeutic targets and provides insights into the design of the next generation of STAT inhibitors.
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Affiliation(s)
- Xinlian He
- Laboratory of Human Diseases and Immunotherapy, and State Key Laboratory of Biotherapy/Collaborative Innovation Center for Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, China; Institute of Immunology and Inflammation, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Pingxian Liu
- Laboratory of Human Diseases and Immunotherapy, and State Key Laboratory of Biotherapy/Collaborative Innovation Center for Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, China; Institute of Immunology and Inflammation, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Youfu Luo
- Laboratory of Human Diseases and Immunotherapy, and State Key Laboratory of Biotherapy/Collaborative Innovation Center for Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Xinyuan Fu
- Laboratory of Human Diseases and Immunotherapy, and State Key Laboratory of Biotherapy/Collaborative Innovation Center for Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, China; Institute of Immunology and Inflammation, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Tao Yang
- Laboratory of Human Diseases and Immunotherapy, and State Key Laboratory of Biotherapy/Collaborative Innovation Center for Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, China; Institute of Immunology and Inflammation, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, 610041, China.
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Xu B, Musai J, Tan YS, Hile GA, Swindell WR, Klein B, Qin JT, Sarkar MK, Gudjonsson JE, Kahlenberg JM. A Critical Role for IFN-β Signaling for IFN-κ Induction in Keratinocytes. FRONTIERS IN LUPUS 2024; 2:1359714. [PMID: 38707772 PMCID: PMC11065136 DOI: 10.3389/flupu.2024.1359714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/07/2024]
Abstract
Background/Purpose Cutaneous lupus erythematosus (CLE) affects up to 70% of patients with systemic lupus erythematosus (SLE), and type I interferons (IFNs) are important promoters of SLE and CLE. Our previous work identified IFN-kappa (IFN-κ), a keratinocyte-produced type I IFN, as upregulated in non-lesional and lesional lupus skin and as a critical regulator for enhanced UVB-mediated cell death in SLE keratinocytes. Importantly, the molecular mechanisms governing regulation of IFN-κ expression have been relatively unexplored. Thus, this study sought to identify critical regulators of IFN-κ and identified a novel role for IFN-beta (IFN-β). Methods Human N/TERT keratinocytes were treated with the RNA mimic poly (I:C) or 50 mJ/cm2 ultraviolet B (UVB), followed by mRNA expression quantification by RT-qPCR in the presence or absence neutralizing antibody to the type I IFN receptor (IFNAR). IFNB and STAT1 knockout (KO) keratinocytes were generated using CRISPR/Cas9. Results Time courses of poly(I:C) and UVB treatment revealed a differential expression of IFNB, which was upregulated between 3-6 hours and IFNK, which was upregulated 24 hours after stimulation. Intriguingly, only IFNK expression was substantially abrogated by neutralizing antibodies to IFNAR, suggesting that IFNK upregulation required type I IFN signaling for induction. Indeed, deletion of IFNB abrogated IFNK expression. Further exploration confirmed a role for type I IFN-triggered STAT1 activation. Conclusion Collectively, our work describes a novel mechanistic paradigm in keratinocytes in which initial IFN-κ induction in response to poly(I:C) and UVB is IFNβ1-dependent, thus describing IFNK as both an IFN gene and an interferon-stimulated gene.
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Affiliation(s)
- Bin Xu
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor
| | - Jon Musai
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor
| | - Yee Sun Tan
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor
| | - Grace A Hile
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan
| | - William R Swindell
- University of Texas Southwestern Medical Center, Department of Internal Medicine, Dallas, Texas, 75390-9175
| | - Benjamin Klein
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor
| | - J Tingting Qin
- Department of Computational Medicine and Bioinformatics, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Mrinal K Sarkar
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan
| | | | - J Michelle Kahlenberg
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor
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Uppala R, Sarkar MK, Young KZ, Ma F, Vemulapalli P, Wasikowski R, Plazyo O, Swindell WR, Maverakis E, Gharaee-Kermani M, Billi AC, Tsoi LC, Kahlenberg JM, Gudjonsson JE. HERC6 regulates STING activity in a sex-biased manner through modulation of LATS2/VGLL3 Hippo signaling. iScience 2024; 27:108986. [PMID: 38327798 PMCID: PMC10847730 DOI: 10.1016/j.isci.2024.108986] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 11/10/2023] [Accepted: 01/17/2024] [Indexed: 02/09/2024] Open
Abstract
Interferon (IFN) activity exhibits a gender bias in human skin, skewed toward females. We show that HERC6, an IFN-induced E3 ubiquitin ligase, is induced in human keratinocytes through the epidermal type I IFN; IFN-κ. HERC6 knockdown in human keratinocytes results in enhanced induction of interferon-stimulated genes (ISGs) upon treatment with a double-stranded (ds) DNA STING activator cGAMP but not in response to the RNA-sensing TLR3 agonist. Keratinocytes lacking HERC6 exhibit sustained STING-TBK1 signaling following cGAMP stimulation through modulation of LATS2 and TBK1 activity, unmasking more robust ISG responses in female keratinocytes. This enhanced female-biased immune response with loss of HERC6 depends on VGLL3, a regulator of type I IFN signature. These data identify HERC6 as a previously unrecognized negative regulator of ISG expression specific to dsDNA sensing and establish it as a regulator of female-biased immune responses through modulation of STING signaling.
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Affiliation(s)
- Ranjitha Uppala
- Graduate Program in Immunology, University of Michigan, Ann Arbor, MI 48109, USA
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Mrinal K. Sarkar
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Kelly Z. Young
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Feiyang Ma
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA
| | | | - Rachael Wasikowski
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Olesya Plazyo
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA
| | - William R. Swindell
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX 75390, USA
| | - Emanual Maverakis
- Department of Dermatology, University of California, Davis, Davis, CA 95616, USA
| | - Mehrnaz Gharaee-Kermani
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI 48109, USA
| | - Allison C. Billi
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Lam C. Tsoi
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA
| | - J. Michelle Kahlenberg
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI 48109, USA
- A. Alfred Taubman Medical Research Institute, Ann Arbor, MI 48109, USA
| | - Johann E. Gudjonsson
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI 48109, USA
- A. Alfred Taubman Medical Research Institute, Ann Arbor, MI 48109, USA
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Bojanowski K, Ibeji CU, Singh P, Swindell WR, Chaudhuri RK. A Sensitization-Free Dimethyl Fumarate Prodrug, Isosorbide Di-(Methyl Fumarate), Provides a Topical Treatment Candidate for Psoriasis. JID INNOVATIONS 2021; 1:100040. [PMID: 34909741 PMCID: PMC8659395 DOI: 10.1016/j.xjidi.2021.100040] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Revised: 05/28/2021] [Accepted: 06/07/2021] [Indexed: 12/27/2022] Open
Abstract
Dimethyl fumarate (DMF) is an effective oral treatment for psoriasis administered in Europe for nearly 60 years. However, its potential has been limited by contact dermatitis that prohibits topical application. This paper characterizes a DMF derivative, isosorbide DMF (IDMF), which was designed to have antipsoriatic effects without skin-sensitizing properties. We show that IDMF exhibits neither genotoxicity nor radiation sensitivity in skin fibroblasts and is nonirritating and nonsensitizing in animal models (rat, rabbit, guinea pig). Microarray analysis of cytokine-stimulated keratinocytes showed that IDMF represses the expression of genes specifically upregulated in psoriatic skin lesions but not those of other skin diseases. IDMF also downregulated genes induced by IL-17A and TNF in keratinocytes as well as predicted targets of NF-κB and the antidifferentiation noncoding RNA (i.e., ANCR). IDMF further stimulated the transcription of oxidative stress response genes (NQO1, GPX2, GSR) with stronger NRF2/ARE activation compared to DMF. Finally, IDMF reduced erythema and scaling while repressing the expression of immune response genes in psoriasiform lesions elicited by topical application of imiquimod in mice. These data show that IDMF exhibits antipsoriatic activity that is similar or improved compared with that exhibited by DMF, without the harsh skin-sensitizing effects that have prevented topical delivery of the parent molecule.
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Key Words
- ARE, antioxidant response element
- CES2, carboxylesterase 2
- CPD, cyclobutane pyrimidine dimer
- CTRL, control
- DEG, differentially expressed gene
- DMF, dimethyl fumarate
- FC, fold change
- FDR, false discovery rate
- GSH, glutathione
- IDMF, isosorbide di-(methyl fumarate)
- IMQ, imiquimod
- KC, keratinocyte
- MMF, monomethyl fumarate
- PN, uninvolved skin from psoriasis patient
- PP, lesional skin from psoriasis patient
- RNA-seq, RNA sequencing
- VEH, vehicle
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Affiliation(s)
- Krzysztof Bojanowski
- Sunny BioDiscovery, Inc, Santa Paula, California, USA.,Symbionyx Pharmaceuticals Inc, Boonton, New Jersey, USA
| | - Collins U Ibeji
- Department of Pure and Industrial Chemistry, Faculty of Physical Sciences, University of Nigeria, Nsukka, Nigeria
| | - Parvesh Singh
- School of Chemistry & Physics, University of KwaZulu-Natal, Durban, South Africa
| | - William R Swindell
- Department of Internal Medicine, The Jewish Hospital, Cincinnati, Ohio, USA
| | - Ratan K Chaudhuri
- Symbionyx Pharmaceuticals Inc, Boonton, New Jersey, USA.,Sytheon Ltd, Boonton, New Jersey, USA
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Shao S, Tsoi LC, Swindell WR, Chen J, Uppala R, Billi AC, Xing X, Zeng C, Sarkar MK, Wasikowski R, Jiang Y, Kirma J, Sun J, Plazyo O, Wang G, Harms PW, Voorhees JJ, Ward NL, Ma F, Pellegrini M, Merleev A, Perez White BE, Modlin RL, Andersen B, Maverakis E, Weidinger S, Kahlenberg JM, Gudjonsson JE. IRAK2 Has a Critical Role in Promoting Feed-Forward Amplification of Epidermal Inflammatory Responses. J Invest Dermatol 2021; 141:2436-2448. [PMID: 33864770 DOI: 10.1016/j.jid.2021.03.019] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Revised: 03/01/2021] [Accepted: 03/16/2021] [Indexed: 12/12/2022]
Abstract
Many inflammatory skin diseases are characterized by altered epidermal differentiation. Whether this altered differentiation promotes inflammatory responses has been unknown. Here, we show that IRAK2, a member of the signaling complex downstream of IL-1 and IL-36, correlates positively with disease severity in both atopic dermatitis and psoriasis. Inhibition of epidermal IRAK2 normalizes differentiation and inflammation in two mouse models of psoriasis- and atopic dermatitis-like inflammation. Specifically, we demonstrate that IRAK2 ties together proinflammatory and differentiation-dependent responses and show that this function of IRAK2 is specific to keratinocytes and acts through the differentiation-associated transcription factor ZNF750. Taken together, our findings suggest that IRAK2 has a critical role in promoting feed-forward amplification of inflammatory responses in skin through modulation of differentiation pathways and inflammatory responses.
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Affiliation(s)
- Shuai Shao
- Department of Dermatology, Xijing Hospital, Fourth Military Medical University, Xi'an, China; Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Lam C Tsoi
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - William R Swindell
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Jiaoling Chen
- Department of Dermatology, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Ranjitha Uppala
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Allison C Billi
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Xianying Xing
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Chang Zeng
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Mrinal K Sarkar
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Rachael Wasikowski
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Yanyun Jiang
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Joseph Kirma
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Jingru Sun
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Olesya Plazyo
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Gang Wang
- Department of Dermatology, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Paul W Harms
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA; Department of Pathology, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - John J Voorhees
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Nicole L Ward
- Departments of Nutrition and Dermatology, School of Medicine, Case Western University, Cleveland, Ohio, USA
| | - Feiyang Ma
- Department of UCLA Dermatology, UCLA Medical School, Los Angeles, California, USA
| | - Matteo Pellegrini
- Department of UCLA Dermatology, UCLA Medical School, Los Angeles, California, USA
| | - Alexander Merleev
- Department of Dermatology, University of California Davis School of Medicine, Sacramento, California, USA
| | - Bethany E Perez White
- Department of Dermatology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Robert L Modlin
- Division of Dermatology, Department of Medicine, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California, USA
| | - Bogi Andersen
- Department of Biological Chemistry, School of Medicine, University of California, Irvine, Irvine, California, USA
| | - Emanual Maverakis
- Department of Dermatology, University of California Davis School of Medicine, Sacramento, California, USA
| | - Stephan Weidinger
- Department of Dermatology and Allergy, University Hospital Schleswig-Holstein, Kiel, Germany
| | - J Michelle Kahlenberg
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Johann E Gudjonsson
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA.
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Tian YD, Chung MH, Quan QL, Lee DH, Kim EJ, Chung JH. UV-Induced Reduction of ACVR1C Decreases SREBP1 and ACC Expression by the Suppression of SMAD2 Phosphorylation in Normal Human Epidermal Keratinocytes. Int J Mol Sci 2021; 22:ijms22031101. [PMID: 33499275 PMCID: PMC7865598 DOI: 10.3390/ijms22031101] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Revised: 01/15/2021] [Accepted: 01/20/2021] [Indexed: 01/14/2023] Open
Abstract
Activin A receptor type 1C (ACVR1C), a type I transforming growth factor-β (TGF-β) receptor, has been implicated in sensitive skin and psoriasis and is involved in the regulation of metabolic homeostasis as well as cell proliferation and differentiation. In this study, we identified a novel role of ACVR1C in the ultraviolet (UV)-irradiation-induced reduction of epidermal lipogenesis in human skin. UV irradiation decreased ACVR1C expression and epidermal triglyceride (TG) synthesis in human skin in vivo and in primary normal human epidermal keratinocytes (NHEK) in vitro. Lipogenic genes, including genes encoding acetyl-CoA carboxylase (ACC) and sterol regulatory element binding protein-1 (SREBP1), were significantly downregulated in UV-irradiated NHEK. ACVR1C knockdown by shRNA resulted in greater decreases in SREBP1 and ACC in response to UV irradiation. Conversely, the overexpression of ACVR1C attenuated the UV-induced decreases in SREBP1 and ACC. Further mechanistic study revealed that SMAD2 phosphorylation mediated the ACVR1C-induced lipogenic gene modulation. Taken together, a decrease in ACVR1C may cause UV-induced reductions in SREBP1 and ACC as well as epidermal TG synthesis via the suppression of SMAD2 phosphorylation. ACVR1C may be a target for preventing or treating UV-induced disruptions in lipid metabolism and associated skin disorders.
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Affiliation(s)
- Yu-Dan Tian
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul 03080, Korea;
- Department of Dermatology, Seoul National University College of Medicine, Seoul 03080, Korea; (Q.-L.Q.); (D.H.L.)
- Institute of Human-Environment Interface Biology, Medical Research Center, Seoul National University, Seoul 03080, Korea;
- Department of Dermatology, Seoul National University Hospital, Seoul 03080, Korea
| | - Min Hwa Chung
- Institute of Human-Environment Interface Biology, Medical Research Center, Seoul National University, Seoul 03080, Korea;
| | - Qing-Ling Quan
- Department of Dermatology, Seoul National University College of Medicine, Seoul 03080, Korea; (Q.-L.Q.); (D.H.L.)
- Institute of Human-Environment Interface Biology, Medical Research Center, Seoul National University, Seoul 03080, Korea;
- Department of Dermatology, Seoul National University Hospital, Seoul 03080, Korea
| | - Dong Hun Lee
- Department of Dermatology, Seoul National University College of Medicine, Seoul 03080, Korea; (Q.-L.Q.); (D.H.L.)
- Institute of Human-Environment Interface Biology, Medical Research Center, Seoul National University, Seoul 03080, Korea;
- Department of Dermatology, Seoul National University Hospital, Seoul 03080, Korea
| | - Eun Ju Kim
- Department of Dermatology, Seoul National University Hospital, Seoul 03080, Korea
- Correspondence: (E.J.K.); (J.H.C.)
| | - Jin Ho Chung
- Department of Biomedical Sciences, Seoul National University College of Medicine, Seoul 03080, Korea;
- Department of Dermatology, Seoul National University College of Medicine, Seoul 03080, Korea; (Q.-L.Q.); (D.H.L.)
- Institute of Human-Environment Interface Biology, Medical Research Center, Seoul National University, Seoul 03080, Korea;
- Department of Dermatology, Seoul National University Hospital, Seoul 03080, Korea
- Institute on Aging, Seoul National University, Seoul 03080, Korea
- Correspondence: (E.J.K.); (J.H.C.)
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Gudjonsson JE, Elder JT. Meeting Report: 68 th Montagna Symposium on the Biology of Skin "Decoding Complex Skin Diseases: Integrating Genetics, Genomics, and Disease Biology". J Invest Dermatol 2020; 140:2105-2110. [PMID: 32603751 PMCID: PMC7606754 DOI: 10.1016/j.jid.2020.06.010] [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: 03/25/2020] [Revised: 06/09/2020] [Accepted: 06/10/2020] [Indexed: 10/24/2022]
Abstract
The 68th Montagna Symposium on the Biology of the Skin was held from 10 to 14 October 2019 at Salishan Lodge in Gleneden Beach, Oregon. The theme of the meeting was "Decoding Complex Skin Diseases: Integrating Genetics, Genomics, and Disease Biology." The meeting emphasized the integration of multiple themes and disciplines to better understand some of the most common skin diseases, ranging from psoriasis to alopecia areata to vitiligo to lupus erythematosus to atopic dermatitis and food allergy. Promising therapeutic strategies are emerging for all of these diseases, providing clues for ways to connect the bench to the bedside. A common thread was the success of GWASs, which have highlighted the importance of regulatory signals versus coding variation. These diseases also share an environmental component linked to immune system function. Hence, beyond GWASs, this meeting focused on gene regulatory mechanisms, the single-cell revolution, in vivo systems for dissection of disease pathogenesis, and the relationship between genetics and environment in the context of host defense. We concluded with a translational roundtable designed to explore how these interrelated fields can best be directed toward long-term disease control and, ultimately, a cure.
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Affiliation(s)
| | - James T Elder
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA; Dermatology Service, Ann Arbor Veterans Affairs Hospital, Ann Arbor, Michigan, USA.
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Review-Current Concepts in Inflammatory Skin Diseases Evolved by Transcriptome Analysis: In-Depth Analysis of Atopic Dermatitis and Psoriasis. Int J Mol Sci 2020; 21:ijms21030699. [PMID: 31973112 PMCID: PMC7037913 DOI: 10.3390/ijms21030699] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Revised: 01/14/2020] [Accepted: 01/16/2020] [Indexed: 12/14/2022] Open
Abstract
During the last decades, high-throughput assessment of gene expression in patient tissues using microarray technology or RNA-Seq took center stage in clinical research. Insights into the diversity and frequency of transcripts in healthy and diseased conditions provide valuable information on the cellular status in the respective tissues. Growing with the technique, the bioinformatic analysis toolkit reveals biologically relevant pathways which assist in understanding basic pathophysiological mechanisms. Conventional classification systems of inflammatory skin diseases rely on descriptive assessments by pathologists. In contrast to this, molecular profiling may uncover previously unknown disease classifying features. Thereby, treatments and prognostics of patients may be improved. Furthermore, disease models in basic research in comparison to the human disease can be directly validated. The aim of this article is not only to provide the reader with information on the opportunities of these techniques, but to outline potential pitfalls and technical limitations as well. Major published findings are briefly discussed to provide a broad overview on the current findings in transcriptomics in inflammatory skin diseases.
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IL-17A inhibition by secukinumab induces early clinical, histopathologic, and molecular resolution of psoriasis. J Allergy Clin Immunol 2019; 144:750-763. [PMID: 31129129 DOI: 10.1016/j.jaci.2019.04.029] [Citation(s) in RCA: 121] [Impact Index Per Article: 20.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2018] [Revised: 03/26/2019] [Accepted: 04/18/2019] [Indexed: 01/13/2023]
Abstract
BACKGROUND Hyperactivity of the IL-23/IL-17 axis is central to plaque psoriasis pathogenesis. Secukinumab, a fully human mAb that selectively inhibits IL-17A, is approved for treatment of psoriasis, psoriatic arthritis, and ankylosing spondylitis. Secukinumab improves the complete spectrum of psoriasis manifestations, with durable clinical responses beyond 5 years of treatment. In the feed-forward model of plaque chronicity, IL-17A has been hypothesized as the key driver of pathogenic gene expression by lesional keratinocytes, but in vivo evidence in human subjects is lacking. METHODS We performed a randomized, double-blind, placebo-controlled study (NCT01537432) of patients receiving secukinumab at the clinically approved dose up to 12 weeks. We then correlated plaque and nonlesional skin transcriptomic profiles with histopathologic and clinical measures of efficacy. RESULTS After 12 weeks of treatment, secukinumab reversed plaque histopathology in the majority of patients and modulated thousands of transcripts. Suppression of the IL-23/IL-17 axis by secukinumab was evident at week 1 and continued through week 12, including reductions in levels of the upstream cytokine IL-23, the drug target IL-17A, and downstream targets, including β-defensin 2. Suppression of the IL-23/IL-17 axis by secukinumab at week 4 was associated with clinical and histologic responses at week 12. Secukinumab did not affect ex vivo T-cell activation, which is consistent with its favorable long-term safety profile. CONCLUSION Our data suggest that IL-17A is the critical node within the multidimensional pathogenic immune circuits that maintain psoriasis plaques and that early reduction of IL-17A-dependent feed-forward transcripts synthesized by hyperplastic keratinocytes favors plaque resolution.
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Swindell WR, Kruse CPS, List EO, Berryman DE, Kopchick JJ. ALS blood expression profiling identifies new biomarkers, patient subgroups, and evidence for neutrophilia and hypoxia. J Transl Med 2019; 17:170. [PMID: 31118040 PMCID: PMC6530130 DOI: 10.1186/s12967-019-1909-0] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Accepted: 05/07/2019] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Amyotrophic lateral sclerosis (ALS) is a debilitating disease with few treatment options. Progress towards new therapies requires validated disease biomarkers, but there is no consensus on which fluid-based measures are most informative. METHODS This study analyzed microarray data derived from blood samples of patients with ALS (n = 396), ALS mimic diseases (n = 75), and healthy controls (n = 645). Goals were to provide in-depth analysis of differentially expressed genes (DEGs), characterize patient-to-patient heterogeneity, and identify candidate biomarkers. RESULTS We identified 752 ALS-increased and 764 ALS-decreased DEGs (FDR < 0.10 with > 10% expression change). Gene expression shifts in ALS blood broadly resembled acute high altitude stress responses. ALS-increased DEGs had high exosome expression, were neutrophil-specific, associated with translation, and overlapped significantly with genes near ALS susceptibility loci (e.g., IFRD1, TBK1, CREB5). ALS-decreased DEGs, in contrast, had low exosome expression, were erythroid lineage-specific, and associated with anemia and blood disorders. Genes encoding neurofilament proteins (NEFH, NEFL) had poor diagnostic accuracy (50-53%). However, support vector machines distinguished ALS patients from ALS mimics and controls with 87% accuracy (sensitivity: 86%, specificity: 87%). Expression profiles were heterogeneous among patients and we identified two subgroups: (i) patients with higher expression of IL6R and myeloid lineage-specific genes and (ii) patients with higher expression of IL23A and lymphoid-specific genes. The gene encoding copper chaperone for superoxide dismutase (CCS) was most strongly associated with survival (HR = 0.77; P = 1.84e-05) and other survival-associated genes were linked to mitochondrial respiration. We identify a 61 gene signature that significantly improves survival prediction when added to Cox proportional hazard models with baseline clinical data (i.e., age at onset, site of onset and sex). Predicted median survival differed 2-fold between patients with favorable and risk-associated gene expression signatures. CONCLUSIONS Peripheral blood analysis informs our understanding of ALS disease mechanisms and genetic association signals. Our findings are consistent with low-grade neutrophilia and hypoxia as ALS phenotypes, with heterogeneity among patients partly driven by differences in myeloid and lymphoid cell abundance. Biomarkers identified in this study require further validation but may provide new tools for research and clinical practice.
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Affiliation(s)
- William R. Swindell
- Heritage College of Osteopathic Medicine, Ohio University, Athens, OH 45701 USA
- Department of Internal Medicine, The Jewish Hospital, Cincinnati, OH 45236 USA
| | - Colin P. S. Kruse
- Department of Environmental and Plant Biology, Ohio University, Athens, OH 45701 USA
- Edison Biotechnology Institute, Ohio University, Athens, OH 45701 USA
| | - Edward O. List
- Heritage College of Osteopathic Medicine, Ohio University, Athens, OH 45701 USA
- Edison Biotechnology Institute, Ohio University, Athens, OH 45701 USA
- The Diabetes Institute, Ohio University, Athens, OH 45701 USA
| | - Darlene E. Berryman
- Heritage College of Osteopathic Medicine, Ohio University, Athens, OH 45701 USA
- Edison Biotechnology Institute, Ohio University, Athens, OH 45701 USA
- The Diabetes Institute, Ohio University, Athens, OH 45701 USA
| | - John J. Kopchick
- Heritage College of Osteopathic Medicine, Ohio University, Athens, OH 45701 USA
- Edison Biotechnology Institute, Ohio University, Athens, OH 45701 USA
- The Diabetes Institute, Ohio University, Athens, OH 45701 USA
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11
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Bocheńska K, Moskot M, Malinowska M, Jakóbkiewicz-Banecka J, Szczerkowska-Dobosz A, Purzycka-Bohdan D, Pleńkowska J, Słomiński B, Gabig-Cimińska M. Lysosome Alterations in the Human Epithelial Cell Line HaCaT and Skin Specimens: Relevance to Psoriasis. Int J Mol Sci 2019; 20:E2255. [PMID: 31067781 PMCID: PMC6539968 DOI: 10.3390/ijms20092255] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2019] [Revised: 04/29/2019] [Accepted: 05/01/2019] [Indexed: 01/02/2023] Open
Abstract
Despite the constantly updated knowledge regarding the alterations occurring in the cells of patients with psoriasis, the status and the role of the lysosome, a control center of cell metabolism, remain to be elucidated. The architecture of the epidermis is largely regulated by the action of lysosomes, possibly activating signaling pathways in the cellular crosstalk of keratinocytes-epidermal cells-with infiltrating immune cells. Thus, in the present study, lysosome alterations were examined in vitro and in situ using a two-dimensional (2D) keratinocyte model of HaCaT cells with "psoriasis-like" inflammation and skin specimens, respectively. Specific fluorescence and immunohistochemical staining showed an augmented level of acidic organelles in response to keratinocyte activation (mimicking a psoriatic condition while maintaining the membrane integrity of these structures) as compared with the control, similar to that seen in skin samples taken from patients. Interestingly, patients with the most pronounced PASI (Psoriasis Area and Severity Index), BSA (Body Surface Area), and DLQI (Dermatology Life Quality Index) scores suffered a high incidence of positive lysosomal-associated membrane protein 1 (LAMP1) expression. Moreover, it was found that the gene deregulation pattern was comparable in lesioned (PP) and non-lesioned (PN) patient-derived skin tissue, which may indicate that these alterations occur prior to the onset of the characteristic phenotype of the disease. Changes in the activity of genes encoding the microphthalmia family (MiT family) of transcription factors and mammalian target of rapamycin complex 1 (MTORC1) were also observed in the in vitro psoriasis model, indicating that the biogenesis pathway of this arm is inhibited. Interestingly, in contrast to the keratinocytes of HaCaT with "psoriasis-like" inflammation, LAMP1 was up-regulated in both PP and PN skin, which can be a potential sign of an alternative mechanism of lysosome formation. Defining the molecular profile of psoriasis in the context of "the awesome lysosome" is not only interesting, but also desired; therefore, it is believed that this paper will serve to encourage other researchers to conduct further studies on this subject.
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Affiliation(s)
- Katarzyna Bocheńska
- Department of Medical Biology and Genetics, University of Gdańsk, Wita Stwosza 59, 80-308 Gdańsk, Poland.
| | - Marta Moskot
- Department of Medical Biology and Genetics, University of Gdańsk, Wita Stwosza 59, 80-308 Gdańsk, Poland.
- Institute of Biochemistry and Biophysics, Polish Academy of Sciences, Laboratory of Molecular Biology, Kładki 24, 80-822 Gdańsk, Poland.
| | - Marcelina Malinowska
- Department of Medical Biology and Genetics, University of Gdańsk, Wita Stwosza 59, 80-308 Gdańsk, Poland.
| | | | - Aneta Szczerkowska-Dobosz
- Department of Dermatology, Venereology and Allergology, Medical University of Gdańsk, Mariana Smoluchowskiego 17, 80-214 Gdańsk, Poland.
| | - Dorota Purzycka-Bohdan
- Department of Dermatology, Venereology and Allergology, Medical University of Gdańsk, Mariana Smoluchowskiego 17, 80-214 Gdańsk, Poland.
| | - Joanna Pleńkowska
- Department of Medical Biology and Genetics, University of Gdańsk, Wita Stwosza 59, 80-308 Gdańsk, Poland.
| | - Bartosz Słomiński
- Department of Immunology, Faculty of Medicine, Medical University of Gdańsk, Dębinki 1, 80-211 Gdańsk, Poland.
| | - Magdalena Gabig-Cimińska
- Department of Medical Biology and Genetics, University of Gdańsk, Wita Stwosza 59, 80-308 Gdańsk, Poland.
- Institute of Biochemistry and Biophysics, Polish Academy of Sciences, Laboratory of Molecular Biology, Kładki 24, 80-822 Gdańsk, Poland.
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12
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Abstract
Cytokines are secreted or otherwise released polypeptide factors that exert autocrine and/or paracrine actions, with most cytokines acting in the immune and/or hematopoietic system. They are typically pleiotropic, controlling development, cell growth, survival, and/or differentiation. Correspondingly, cytokines are clinically important, and augmenting or attenuating cytokine signals can have deleterious or therapeutic effects. Besides physiological fine-tuning of cytokine signals, altering the nature or potency of the signal can be important in pathophysiological responses and can also provide novel therapeutic approaches. Here, we give an overview of cytokines, their signaling and actions, and the physiological mechanisms and pharmacologic strategies to fine-tune their actions. In particular, the differential utilization of STAT proteins by a single cytokine or by different cytokines and STAT dimerization versus tetramerization are physiological mechanisms of fine-tuning, whereas anticytokine and anticytokine receptor antibodies and cytokines with altered activities, including cytokine superagonists, partial agonists, and antagonists, represent new ways of fine-tuning cytokine signals.
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Affiliation(s)
- Jian-Xin Lin
- Laboratory of Molecular Immunology and the Immunology Center, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland 20892-1674, USA; ,
| | - Warren J Leonard
- Laboratory of Molecular Immunology and the Immunology Center, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, Maryland 20892-1674, USA; ,
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13
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Abstract
Research on psoriasis pathogenesis has largely increased knowledge on skin biology in general. In the past 15 years, breakthroughs in the understanding of the pathogenesis of psoriasis have been translated into targeted and highly effective therapies providing fundamental insights into the pathogenesis of chronic inflammatory diseases with a dominant IL-23/Th17 axis. This review discusses the mechanisms involved in the initiation and development of the disease, as well as the therapeutic options that have arisen from the dissection of the inflammatory psoriatic pathways. Our discussion begins by addressing the inflammatory pathways and key cell types initiating and perpetuating psoriatic inflammation. Next, we describe the role of genetics, associated epigenetic mechanisms, and the interaction of the skin flora in the pathophysiology of psoriasis. Finally, we include a comprehensive review of well-established widely available therapies and novel targeted drugs.
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14
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Smolińska E, Moskot M, Jakóbkiewicz-Banecka J, Węgrzyn G, Banecki B, Szczerkowska-Dobosz A, Purzycka-Bohdan D, Gabig-Cimińska M. Molecular action of isoflavone genistein in the human epithelial cell line HaCaT. PLoS One 2018; 13:e0192297. [PMID: 29444128 PMCID: PMC5812592 DOI: 10.1371/journal.pone.0192297] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2017] [Accepted: 01/22/2018] [Indexed: 12/18/2022] Open
Abstract
Due to its strong proliferation-reducing effects on keratinocytes, and also anti-inflammatory properties, the isoflavone genistein has already been proposed as a possible antipsoriatic compound. As there is still no detailed information on this topic, we examined the effects of genistein by using an in vitro model of both, normal and "psoriasis-like" keratinocytes at this stage of our work exhaustively testing the selected flavonoid in a mono-treated experimental design. Gene expression studies revealed transcriptional changes that confirms known disease-associated pathways and highlights many psoriasis-related genes. Our results suggested that aberrant expression of genes contributing to the progress of psoriasis could be improved by the action of genistein. Genistein prevented "cytokine mix" as well as TNF-α-induced NF-κB nuclear translocation, with no effect on the PI3K signaling cascade, indicating the luck of turning this pathway into NF-κB activation. It could have attenuated TNF-α and LPS-induced inflammatory responses by suppressing ROS activation. Regardless of the type of keratinocyte stimulation used, reduction of cytokine IL-8, IL-20 and CCL2 production (both at RNA and protein level) following genistein treatment was visible. Because investigations of other groups supported our commentary on potential administration of genistein as a potential weapon in the armamentarium against psoriasis, it is believed that this paper should serve to encourage researchers to conduct further studies on this subject.
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Affiliation(s)
- Elwira Smolińska
- Department of Medical Biology and Genetics, University of Gdańsk, Gdańsk, Poland
- Department of Physiology, Medical University of Gdańsk, Gdańsk, Poland
| | - Marta Moskot
- Department of Medical Biology and Genetics, University of Gdańsk, Gdańsk, Poland
- Institute of Biochemistry and Biophysics, Polish Academy of Sciences, Laboratory of Molecular Biology, Gdańsk, Poland
| | | | - Grzegorz Węgrzyn
- Department of Molecular Biology, University of Gdańsk, Gdańsk, Poland
| | - Bogdan Banecki
- Department of Molecular and Cellular Biology, Intercollegiate Faculty of Biotechnology UG-MUG, Gdańsk, Poland
| | - Aneta Szczerkowska-Dobosz
- Department of Dermatology, Venereology and Allergology, Medical University of Gdańsk, Gdańsk, Poland
| | - Dorota Purzycka-Bohdan
- Department of Dermatology, Venereology and Allergology, Medical University of Gdańsk, Gdańsk, Poland
| | - Magdalena Gabig-Cimińska
- Department of Medical Biology and Genetics, University of Gdańsk, Gdańsk, Poland
- Institute of Biochemistry and Biophysics, Polish Academy of Sciences, Laboratory of Molecular Biology, Gdańsk, Poland
- * E-mail:
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15
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Calautti E, Avalle L, Poli V. Psoriasis: A STAT3-Centric View. Int J Mol Sci 2018; 19:ijms19010171. [PMID: 29316631 PMCID: PMC5796120 DOI: 10.3390/ijms19010171] [Citation(s) in RCA: 151] [Impact Index Per Article: 21.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2017] [Revised: 12/22/2017] [Accepted: 01/04/2018] [Indexed: 12/24/2022] Open
Abstract
Signal Transducer and Activator of Transcription (STAT)3 has recently emerged as a key player in the development and pathogenesis of psoriasis and psoriatic-like inflammatory conditions. Indeed, STAT3 hyperactivation has been reported in virtually every cell type involved in disease initiation and maintenance, and this factor mediates the signal of most cytokines that are involved in disease pathogenesis, including the central Interleukin (IL)-23/IL-17/IL-22 axis. Despite the recent availability of effective biological agents (monoclonal antibodies) against IL-17 and IL-23, which have radically changed the current standard of disease management, the possibility of targeting either STAT3 itself or, even better, the family of upstream activators Janus kinases (JAK1, 2, 3, and TYK2) offers additional therapeutic options. Due to the oral/topical administration modality of these small molecule drugs, their lower cost, and the reduced risk of eliciting adverse immune responses, these compounds are being actively scrutinized in clinical settings. Here, we summarize the main pathological features of psoriatic conditions that provide the rationale for targeting the JAK/STAT3 axis in disease treatment.
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Affiliation(s)
- Enzo Calautti
- Department of Molecular Biotechnology and Health Sciences, University of Torino, 10126 Torino, Italy.
| | - Lidia Avalle
- Department of Molecular Biotechnology and Health Sciences, University of Torino, 10126 Torino, Italy.
| | - Valeria Poli
- Department of Molecular Biotechnology and Health Sciences, University of Torino, 10126 Torino, Italy.
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16
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Genome-Wide DNA Methylation Profiling Identifies Differential Methylation in Uninvolved Psoriatic Epidermis. J Invest Dermatol 2017; 138:1088-1093. [PMID: 29247660 DOI: 10.1016/j.jid.2017.11.036] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2017] [Revised: 10/27/2017] [Accepted: 11/19/2017] [Indexed: 12/15/2022]
Abstract
Psoriasis is a chronic inflammatory skin disease with both local and systemic components. Genome-wide approaches have identified more than 60 psoriasis-susceptibility loci, but genes are estimated to explain only one-third of the heritability in psoriasis, suggesting additional, yet unidentified, sources of heritability. Epigenetic modifications have been linked to psoriasis and altered DNA methylation patterns in psoriatic versus healthy skin have been reported in whole-skin biopsies. In this study, focusing on epigenetic modifications in the psoriatic uninvolved skin, we compared the lesional and non-lesional epidermis from psoriasis patients with epidermis from healthy controls. We performed an exhaustive genome-wide DNA methylation profiling using reduced representation bisulfite sequencing, which interrogates the methylation status of approximately 3-4 million CpG sites. More than 2,000 strongly differentially methylated sites were identified and a striking overrepresentation of the Wnt and cadherin pathways among the differentially methylated sites was found. In particular, we observe a strong differential methylation in several psoriasis candidate genes. A substantial number of differentially methylated sites present in the uninvolved versus healthy epidermis suggests the presence of a pre-psoriatic state in the clinically healthy skin type. Our exploratory study represents a starting point for identifying biomarkers for psoriasis-prone skin before disease onset.
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17
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Woo YR, Cho DH, Park HJ. Molecular Mechanisms and Management of a Cutaneous Inflammatory Disorder: Psoriasis. Int J Mol Sci 2017; 18:ijms18122684. [PMID: 29232931 PMCID: PMC5751286 DOI: 10.3390/ijms18122684] [Citation(s) in RCA: 72] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2017] [Revised: 12/07/2017] [Accepted: 12/07/2017] [Indexed: 12/11/2022] Open
Abstract
Psoriasis is a complex chronic inflammatory cutaneous disorder. To date, robust molecular mechanisms of psoriasis have been reported. Among diverse aberrant immunopathogenetic mechanisms, the current model emphasizes the role of Th1 and the IL-23/Th17 axis, skin-resident immune cells and major signal transduction pathways involved in psoriasis. The multiple genetic risk loci for psoriasis have been rapidly revealed with the advent of a novel technology. Moreover, identifying epigenetic modifications could bridge the gap between genetic and environmental risk factors in psoriasis. This review will provide a better understanding of the pathogenesis of psoriasis by unraveling the complicated interplay among immunological abnormalities, genetic risk foci, epigenetic modification and environmental factors of psoriasis. With advances in molecular biology, diverse new targets are under investigation to manage psoriasis. The recent advances in treatment modalities for psoriasis based on targeted molecules are also discussed.
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Affiliation(s)
- Yu Ri Woo
- Department of Dermatology, Yeouido St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul 07345, Korea.
| | - Dae Ho Cho
- Department of Life Science, Sookmyung Women's University, Seoul 04310, Korea.
| | - Hyun Jeong Park
- Department of Dermatology, Yeouido St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul 07345, Korea.
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18
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Xu X, Zhang HY. The Immunogenetics of Psoriasis and Implications for Drug Repositioning. Int J Mol Sci 2017; 18:ijms18122650. [PMID: 29292715 PMCID: PMC5751252 DOI: 10.3390/ijms18122650] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2017] [Revised: 11/22/2017] [Accepted: 12/04/2017] [Indexed: 12/21/2022] Open
Abstract
Psoriasis is a genetically-regulated, T lymphocyte-mediated autoimmune skin disease that causes systemic damage, seriously affecting patient quality of life and survival. Psoriasis treatments, which aim to control the disease’s development, are greatly limited because its etiology and pathogenesis have not yet been fully elucidated. A large number of studies have demonstrated that immunogenetic elements are the most important factors responsible for psoriasis susceptibility. This paper delineates the immunogenetic mechanisms of psoriasis and provides useful information with regards to performing drug repositioning for the treatment of psoriasis.
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Affiliation(s)
- Xuan Xu
- Hubei Key Laboratory of Agricultural Bioinformatics, College of Informatics, Huazhong Agricultural University, Wuhan 430070, China.
| | - Hong-Yu Zhang
- Hubei Key Laboratory of Agricultural Bioinformatics, College of Informatics, Huazhong Agricultural University, Wuhan 430070, China.
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19
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Models in the Research Process of Psoriasis. Int J Mol Sci 2017; 18:ijms18122514. [PMID: 29186769 PMCID: PMC5751117 DOI: 10.3390/ijms18122514] [Citation(s) in RCA: 65] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2017] [Revised: 11/21/2017] [Accepted: 11/22/2017] [Indexed: 12/20/2022] Open
Abstract
Psoriasis is an ancient, universal chronic skin disease with a significant geographical variability, with the lowest incidence rate at the equator, increasing towards the poles. Insights into the mechanisms responsible for psoriasis have generated an increasing number of druggable targets and molecular drugs. The development of relevant in vitro and in vivo models of psoriasis is now a priority and an important step towards its cure. In this review, we summarize the current cellular and animal systems suited to the study of psoriasis. We discuss the strengths and limitations of the various models and the lessons learned. We conclude that, so far, there is no one model that can meet all of the research needs. Therefore, the choice model system will depend on the questions being addressed.
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20
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Dou J, Zhang L, Xie X, Ye L, Yang C, Wen L, Shen C, Zhu C, Zhao S, Zhu Z, Liang B, Wang Z, Li H, Fan X, Liu S, Yin X, Zheng X, Sun L, Yang S, Cui Y, Zhou F, Zhang X. Integrative analyses reveal biological pathways and key genes in psoriasis. Br J Dermatol 2017; 177:1349-1357. [PMID: 28542811 DOI: 10.1111/bjd.15682] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/12/2017] [Indexed: 12/25/2022]
Abstract
BACKGROUND Psoriasis is a complex disease influenced by both genetic and environmental factors with abnormal gene expression in lesional skin. However, no studies are available on genome-scale gene expression of psoriatic lesions in the Chinese population. In addition, systematic studies on the biological pathways, pathogenicity and interaction networks of psoriasis-related genes with abnormal expression profiles require further investigation. OBJECTIVES To further explore the associated pathways in psoriasis by functional analysis and to identify the key genes by gene pathogenicity analysis. METHODS We performed RNA sequencing on 60 skin biopsy samples from patients with psoriasis and healthy controls to identify the primary differentially expressed genes in psoriatic lesional skin. We retrieved all reported psoriasis-associated genes and performed integrative analyses covering gene expression profiling, pathway analysis, gene pathogenicities and protein-protein interaction networks. RESULTS We found that internal and external stimuli may activate immunoinflammatory responses to promote the development of psoriasis. Pathways associated with infectious diseases and cancers were identified by functional and pathway analyses. The gene pathogenicity analysis revealed five key genes in psoriasis: PPARD, GATA3, TIMP3, WNT5A and PTTG1. CONCLUSIONS Our analyses showed that genes contributed to the pathogenesis of psoriasis by activating risk pathways with components abnormality in expression. We identified five potentially pathogenic genes for psoriasis that may serve as important biomarkers for the diagnosis and treatment.
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Affiliation(s)
- J Dou
- Institute of Dermatology and Department of Dermatology at No. 1 Hospital, Anhui Medical University, Hefei, China.,Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China
| | - L Zhang
- Institute of Dermatology and Department of Dermatology at No. 1 Hospital, Anhui Medical University, Hefei, China.,Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China
| | - X Xie
- Institute of Dermatology and Department of Dermatology at No. 1 Hospital, Anhui Medical University, Hefei, China.,Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China
| | - L Ye
- Institute of Dermatology and Department of Dermatology at No. 1 Hospital, Anhui Medical University, Hefei, China.,Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China
| | - C Yang
- Institute of Dermatology and Department of Dermatology at No. 1 Hospital, Anhui Medical University, Hefei, China.,Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China
| | - L Wen
- Institute of Dermatology and Department of Dermatology at No. 1 Hospital, Anhui Medical University, Hefei, China.,Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China
| | - C Shen
- Institute of Dermatology and Department of Dermatology at No. 1 Hospital, Anhui Medical University, Hefei, China.,Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China
| | - C Zhu
- Institute of Dermatology and Department of Dermatology at No. 1 Hospital, Anhui Medical University, Hefei, China.,Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China
| | - S Zhao
- Institute of Dermatology and Department of Dermatology at No. 1 Hospital, Anhui Medical University, Hefei, China.,Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China
| | - Z Zhu
- Institute of Dermatology and Department of Dermatology at No. 1 Hospital, Anhui Medical University, Hefei, China.,Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China
| | - B Liang
- Institute of Dermatology and Department of Dermatology at No. 1 Hospital, Anhui Medical University, Hefei, China.,Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China
| | - Z Wang
- Institute of Dermatology and Department of Dermatology at No. 1 Hospital, Anhui Medical University, Hefei, China.,Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China
| | - H Li
- Institute of Dermatology and Department of Dermatology at No. 1 Hospital, Anhui Medical University, Hefei, China.,Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China
| | - X Fan
- Institute of Dermatology and Department of Dermatology at No. 1 Hospital, Anhui Medical University, Hefei, China.,Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China
| | - S Liu
- Institute of Dermatology and Department of Dermatology at No. 1 Hospital, Anhui Medical University, Hefei, China.,Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China
| | - X Yin
- Department of Genetics, and Renaissance Computing Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC, U.S.A
| | - X Zheng
- Institute of Dermatology and Department of Dermatology at No. 1 Hospital, Anhui Medical University, Hefei, China.,Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China
| | - L Sun
- Institute of Dermatology and Department of Dermatology at No. 1 Hospital, Anhui Medical University, Hefei, China.,Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China
| | - S Yang
- Institute of Dermatology and Department of Dermatology at No. 1 Hospital, Anhui Medical University, Hefei, China.,Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China
| | - Y Cui
- Department of Dermatology, China-Japan Friendship Hospital, Beijing, China
| | - F Zhou
- Institute of Dermatology and Department of Dermatology at No. 1 Hospital, Anhui Medical University, Hefei, China.,Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China
| | - X Zhang
- Institute of Dermatology and Department of Dermatology at No. 1 Hospital, Anhui Medical University, Hefei, China.,Key Laboratory of Dermatology, Anhui Medical University, Ministry of Education, China
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21
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Mehta NN, Teague HL, Swindell WR, Baumer Y, Ward NL, Xing X, Baugous B, Johnston A, Joshi AA, Silverman J, Barnes DH, Wolterink L, Nair RP, Stuart PE, Playford M, Voorhees JJ, Sarkar MK, Elder JT, Gallagher K, Ganesh SK, Gudjonsson JE. IFN-γ and TNF-α synergism may provide a link between psoriasis and inflammatory atherogenesis. Sci Rep 2017; 7:13831. [PMID: 29062018 PMCID: PMC5653789 DOI: 10.1038/s41598-017-14365-1] [Citation(s) in RCA: 84] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2017] [Accepted: 10/10/2017] [Indexed: 12/14/2022] Open
Abstract
Chronic inflammation is a critical component of atherogenesis, however, reliable human translational models aimed at characterizing these mechanisms are lacking. Psoriasis, a chronic inflammatory skin disease associated with increased susceptibility to atherosclerosis, provides a clinical human model that can be utilized to investigate the links between chronic inflammation and atherosclerosis development. We sought to investigate key biological processes in psoriasis skin and human vascular tissue to identify biological components that may promote atherosclerosis in chronic inflammatory conditions. Using a bioinformatics approach of human skin and vascular tissue, we determined IFN-γ and TNF-α are the dominant pro-inflammatory signals linking atherosclerosis and psoriasis. We then stimulated primary aortic endothelial cells and ex-vivo atherosclerotic tissue with IFN-γ and TNF-α and found they synergistically increased monocyte and T-cell chemoattractants, expression of adhesion molecules on the endothelial cell surface, and decreased endothelial barrier integrity in vitro, therefore increasing permeability. Our data provide strong evidence of synergism between IFN-γ and TNF- α in inflammatory atherogenesis and provide rationale for dual cytokine antagonism in future studies.
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Affiliation(s)
- Nehal N Mehta
- National Heart Lung and Blood Institute, National Institutes of Health, Bethesda, MD, USA.
| | - Heather L Teague
- National Heart Lung and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | | | - Yvonne Baumer
- National Heart Lung and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Nicole L Ward
- Department of Dermatology, Case Western Reserve University, Cleveland, OH, USA
| | - Xianying Xing
- Department of Dermatology, Univ. of Michigan, Ann Arbor, MI, USA
| | - Brooke Baugous
- Department of Dermatology, Univ. of Michigan, Ann Arbor, MI, USA
| | - Andrew Johnston
- Department of Dermatology, Univ. of Michigan, Ann Arbor, MI, USA
| | - Aditya A Joshi
- National Heart Lung and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Joanna Silverman
- National Heart Lung and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Drew H Barnes
- Department of Dermatology, Univ. of Michigan, Ann Arbor, MI, USA
| | - Liza Wolterink
- Department of Dermatology, Univ. of Michigan, Ann Arbor, MI, USA
| | - Rajan P Nair
- Department of Dermatology, Univ. of Michigan, Ann Arbor, MI, USA
| | - Philip E Stuart
- Department of Dermatology, Univ. of Michigan, Ann Arbor, MI, USA
| | - Martin Playford
- National Heart Lung and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - John J Voorhees
- Department of Dermatology, Univ. of Michigan, Ann Arbor, MI, USA
| | - Mrinal K Sarkar
- Department of Dermatology, Univ. of Michigan, Ann Arbor, MI, USA
| | - James T Elder
- Department of Dermatology, Univ. of Michigan, Ann Arbor, MI, USA
| | - Katherine Gallagher
- Department of Surgery, Division of Vascular Surgery, Univ. of Michigan, Ann Arbor, MI, USA
| | - Santhi K Ganesh
- Department of Internal Medicine, Division of Cardiovascular Medicine, and Department of Human Genetics, Univ. of Michigan, Ann Arbor, MI, USA
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22
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Johnston A, Xing X, Wolterink L, Barnes DH, Yin Z, Reingold L, Kahlenberg JM, Harms PW, Gudjonsson JE. IL-1 and IL-36 are dominant cytokines in generalized pustular psoriasis. J Allergy Clin Immunol 2017; 140:109-120. [PMID: 28043870 PMCID: PMC5494022 DOI: 10.1016/j.jaci.2016.08.056] [Citation(s) in RCA: 262] [Impact Index Per Article: 32.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2016] [Revised: 08/10/2016] [Accepted: 08/31/2016] [Indexed: 02/07/2023]
Abstract
BACKGROUND Generalized pustular psoriasis (GPP) is a rare, debilitating, and often life-threatening inflammatory disease characterized by episodic infiltration of neutrophils into the skin, pustule development, and systemic inflammation, which can manifest in the presence or absence of chronic plaque psoriasis (PV). Current treatments are unsatisfactory and warrant a better understanding of GPP pathogenesis. OBJECTIVE We sought to understand better the disease mechanism of GPP to allow improved targeted therapies. METHODS We performed a gene expression study on formalin-fixed paraffin-embedded GPP (n = 28) and PV (n = 12) lesional biopsies and healthy control (n = 20) skin. Differential gene expression was analyzed using gene ontology and enrichment analysis. Gene expression was validated with quantitative RT-PCR and immunohistochemistry, and a potential disease mechanism was investigated using primary human cell culture. RESULTS Compared with healthy skin, GPP lesions yielded 479 and PV 854 differentially expressed genes, respectively, with 184 upregulated in both diseases. We detected significant contributions of IL-17A, TNF, IL-1, IL-36, and interferons in both diseases; although GPP lesions furnished higher IL-1 and IL-36 and lower IL-17A and IFN-γ mRNA expression than PV lesions did. We detected prominent IL-36 expression by keratinocytes proximal to neutrophilic pustules, and we show that both neutrophils and neutrophil proteases activate IL-36. Suggesting another mechanism regulating IL-36 activity, the protease inhibitors serpin A1 and A3, which inhibit elastase and cathepsin G, respectively, were upregulated in both diseases and inhibited activation of IL-36. CONCLUSIONS Our data indicate sustained activation of IL-1 and IL-36 in GPP, inducing neutrophil chemokine expression, infiltration, and pustule formation, suggesting that the IL-1/IL-36 inflammatory axis is a potent driver of disease pathology in GPP.
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Affiliation(s)
- Andrew Johnston
- Department of Dermatology, University of Michigan, Ann Arbor, Mich.
| | - Xianying Xing
- Department of Dermatology, University of Michigan, Ann Arbor, Mich
| | - Liza Wolterink
- Department of Dermatology, University of Michigan, Ann Arbor, Mich
| | - Drew H Barnes
- Department of Dermatology, University of Michigan, Ann Arbor, Mich
| | - ZhiQiang Yin
- Department of Dermatology, University of Michigan, Ann Arbor, Mich; Department of Dermatology, First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Laura Reingold
- Department of Dermatology, University of Michigan, Ann Arbor, Mich
| | | | - Paul W Harms
- Department of Dermatology, University of Michigan, Ann Arbor, Mich; Department of Pathology, University of Michigan, Ann Arbor, Mich
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23
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Pouliot-Bérubé C, Zaniolo K, Guérin SL, Pouliot R. Tissue-engineered human psoriatic skin supplemented with cytokines as an in vitro model to study plaque psoriasis. Regen Med 2016; 11:545-57. [PMID: 27513102 DOI: 10.2217/rme-2016-0037] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
AIM Psoriasis is a chronic inflammatory skin disease. To study its complex etiology, a psoriatic skin substitute model supplemented with a cytokine cocktail has been used. MATERIALS & METHODS Reconstructed psoriatic skin substitutes were supplemented with a cocktail of four cytokines: TNF-α, IL-1α, IL-6 and IL-17A, to monitor their impact on gene expression by DNA microarray. RESULTS Gene profiling analyses identified several deregulated genes reported as being also deregulated in psoriasis skin in vivo (S100A12, IL-8, DEFB4A and KYNU). The expression of those genes was dramatically increased compared with basal levels of controls (p < 0.005 to < 0.05). CONCLUSION Psoriatic substitutes supplemented with a cocktail of TNF-α, IL-1α, IL-6 and IL-17A showed similar transcriptome alterations to those found in psoriasis.
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Affiliation(s)
- Claudia Pouliot-Bérubé
- Centre LOEX de l'Université Laval, Génie Tissulaire et Régénération, Centre de Recherche FRQS du CHU de Québec, Axe Médecine Régénératrice, Québec, QC, Canada.,Faculté de Pharmacie, Université Laval, Québec, QC, Canada
| | - Karine Zaniolo
- Centre Universitaire d'Ophtalmologie-Recherche, Centre de Recherche FRQS du CHU de Québec, Axe Médecine Régénératrice, Québec, QC, Canada
| | - Sylvain L Guérin
- Centre Universitaire d'Ophtalmologie-Recherche, Centre de Recherche FRQS du CHU de Québec, Axe Médecine Régénératrice, Québec, QC, Canada.,Département d'Ophtalmologie, Université Laval, Québec, QC, Canada
| | - Roxane Pouliot
- Centre LOEX de l'Université Laval, Génie Tissulaire et Régénération, Centre de Recherche FRQS du CHU de Québec, Axe Médecine Régénératrice, Québec, QC, Canada.,Faculté de Pharmacie, Université Laval, Québec, QC, Canada
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24
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Rittié L, Tejasvi T, Harms PW, Xing X, Nair RP, Gudjonsson JE, Swindell WR, Elder JT. Sebaceous Gland Atrophy in Psoriasis: An Explanation for Psoriatic Alopecia? J Invest Dermatol 2016; 136:1792-1800. [PMID: 27312025 DOI: 10.1016/j.jid.2016.05.113] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2015] [Revised: 05/20/2016] [Accepted: 05/30/2016] [Indexed: 12/17/2022]
Abstract
In a transcriptome study of lesional psoriatic skin (PP) versus normal skin, we found a coexpressed gene module (N5) enriched 11.5-fold for lipid biosynthetic genes. We also observed fewer visible hairs in PP skin, compared with uninvolved nonlesional psoriatic skin or normal skin (P < 0.0001). To ask whether these findings might be due to abnormalities of the pilosebaceous unit, we carried out three-dimensional morphometric analysis of paired PP and nonlesional psoriatic skin biopsies. Sebaceous glands were markedly atrophic in PP versus nonlesional psoriatic skin (91% average reduction in volume, P = 0.031). Module N5 genes were strongly downregulated in PP versus normal skin (fold change < 0.25, 44.4-fold) and strongly upregulated in sebaceous hyperplasia (fold change > 4, 54.1-fold). The intersection of PP-downregulated and sebaceous hyperplasia-upregulated gene lists generated a gene expression signature consisting solely of module N5 genes, whose expression in PP versus normal skin was inversely correlated with the signature of IL17-stimulated keratinocytes. Despite loss of visible hairs, morphometry identified elongated follicles in PP versus nonlesional psoriatic skin (average 1.7 vs. 1.2 μm, P = 0.020). These results document sebaceous gland atrophy in nonscalp psoriasis, identify a cytokine-regulated set of sebaceous gland signature genes, and suggest that loss of visible hair in PP skin may result from abnormal sebaceous gland function.
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Affiliation(s)
- Laure Rittié
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Trilokraj Tejasvi
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA; Ann Arbor Veterans Affairs Hospital, Ann Arbor, Michigan, USA
| | - Paul W Harms
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA; Department of Pathology, University of Michigan, Ann Arbor, Michigan, USA
| | - Xianying Xing
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Rajan P Nair
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | | | - William R Swindell
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - James T Elder
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA; Ann Arbor Veterans Affairs Hospital, Ann Arbor, Michigan, USA.
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25
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Swindell WR, Sarkar MK, Liang Y, Xing X, Gudjonsson JE. Cross-Disease Transcriptomics: Unique IL-17A Signaling in Psoriasis Lesions and an Autoimmune PBMC Signature. J Invest Dermatol 2016; 136:1820-1830. [PMID: 27206706 DOI: 10.1016/j.jid.2016.04.035] [Citation(s) in RCA: 48] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2015] [Revised: 02/29/2016] [Accepted: 04/12/2016] [Indexed: 11/30/2022]
Abstract
Transcriptome studies of psoriasis have identified robust changes in mRNA expression through large-scale analysis of patient cohorts. These studies, however, have analyzed all mRNA changes in aggregate, without distinguishing between disease-specific and nonspecific differentially expressed genes (DEGs). In this study, RNA-seq meta-analysis was used to identify (1) psoriasis-specific DEGs altered in few diseases besides psoriasis and (2) nonspecific DEGs similarly altered in many other skin conditions. We show that few cutaneous DEGs are psoriasis specific and that the two DEG classes differ in their cell type and cytokine associations. Psoriasis-specific DEGs are expressed by keratinocytes and induced by IL-17A, whereas nonspecific DEGs are expressed by inflammatory cells and induced by IFN-γ and tumor necrosis factor. Peripheral blood mononuclear cell-derived DEGs were more psoriasis specific than cutaneous DEGs. Nonetheless, peripheral blood mononuclear cell DEGs associated with major histocompatibility complex class I and natural killer cells were commonly downregulated in psoriasis and other autoimmune diseases (e.g., multiple sclerosis, sarcoidosis, and juvenile rheumatoid arthritis). These findings demonstrate "cross-disease" transcriptomics as an approach to gain insights into the cutaneous and noncutaneous psoriasis transcriptomes. This highlighted unique contributions of IL-17A to the cytokine network and uncovered a blood-based gene signature that links psoriasis to other diseases of autoimmunity.
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Affiliation(s)
- William R Swindell
- Heritage College of Osteopathic Medicine, Ohio University, Athens, Ohio, USA; Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA.
| | - Mrinal K Sarkar
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Yun Liang
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Xianying Xing
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
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26
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A computational method for prediction of rSNPs in human genome. Comput Biol Chem 2016; 62:96-103. [PMID: 27107687 DOI: 10.1016/j.compbiolchem.2016.04.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2015] [Revised: 02/27/2016] [Accepted: 04/01/2016] [Indexed: 11/22/2022]
Abstract
Regulatory single nucleotide polymorphisms (rSNPs) in human genomes are thought to be responsible for phenotypic differences, including susceptibility to diseases and treatment outcomes, even they do not change any gene product. However, a genome-wide search for rSNPs has not been properly addressed so far. In this work, a computational method for rSNP identification is proposed. As background SNPs far outnumber rSNPs, an ensemble method is applied to handle imbalanced data, which firstly converts an unbalanced dataset into several balanced ones and then models for every balanced dataset. Two major types of features are extracted, that are sequence based features and allele-specific based features. Then random forest is applied to build the recognition model for each balanced dataset. Finally, ensemble strategies are adopted to combine the result of each model together. We have tested our method on a set of experimentally verified rSNPs, and leave-one-out cross-validation results showed that our method can achieve accuracy with sensitivity of 73.8%, specificity of 71.8% and the area under ROC curve (AUC) is 0.756. In addition, our method is threshold free and doesn't rely on data of regulatory elements, thus it will have better adaptability when facing different data scenarios. The original data and the source matlab codes involved are available at https://sourceforge.net/projects/rsnpdect/.
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27
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Stoll SW, Stuart PE, Swindell WR, Tsoi LC, Li B, Gandarillas A, Lambert S, Johnston A, Nair RP, Elder JT. The EGF receptor ligand amphiregulin controls cell division via FoxM1. Oncogene 2016; 35:2075-86. [PMID: 26234682 PMCID: PMC4788585 DOI: 10.1038/onc.2015.269] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2014] [Revised: 06/04/2015] [Accepted: 06/13/2015] [Indexed: 12/26/2022]
Abstract
Epidermal growth factor receptor (EGFR) is central to epithelial cell physiology, and deregulated EGFR signaling has an important role in a variety of human carcinomas. Here we show that silencing of the EGF-related factor amphiregulin (AREG) markedly inhibits the expansion of human keratinocytes through mitotic failure and accumulation of cells with ⩾ 4n DNA content. RNA-sequencing-based transcriptome analysis revealed that tetracycline-mediated AREG silencing significantly altered the expression of 2331 genes, 623 of which were not normalized by treatment with EGF. Interestingly, genes irreversibly upregulated by suppression of AREG overlapped with genes involved in keratinocyte differentiation. Moreover, a significant proportion of the irreversibly downregulated genes featured upstream binding sites recognized by forkhead box protein M1 (FoxM1), a key transcription factor in the control of mitosis that is widely dysregulated in cancer. The downregulation of FoxM1 and its target genes preceded mitotic arrest. Constitutive expression of FoxM1 in AREG knockdown cells normalized cell proliferation, reduced the number of cells with ⩾ 4n DNA content and rescued expression of FoxM1 target genes. These results demonstrate that AREG controls G2/M progression and cytokinesis in keratinocytes via activation of a FoxM1-dependent transcriptional program, suggesting new avenues for treatment of epithelial cancer.
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Affiliation(s)
- Stefan W. Stoll
- Department of Dermatology, University of Michigan, Ann Arbor, MI
| | - Philip E. Stuart
- Department of Dermatology, University of Michigan, Ann Arbor, MI
| | | | - Lam C. Tsoi
- Department of Biostatistics, University of Michigan, Ann Arbor, MI
| | - Bingshan Li
- Molecular Physiology and Biophysics, Vanderbilt University, Nashville, TN
| | - Alberto Gandarillas
- Cell Cycle, Stem Cells and Cancer Lab, Instituto de Investigación Marques de Valdecilla-IDIVAL), Santander, Spain
| | - Sylviane Lambert
- Department of Dermatology, University of Michigan, Ann Arbor, MI
| | - Andrew Johnston
- Department of Dermatology, University of Michigan, Ann Arbor, MI
| | - Rajan P. Nair
- Department of Dermatology, University of Michigan, Ann Arbor, MI
| | - James T. Elder
- Department of Dermatology, University of Michigan, Ann Arbor, MI
- Ann Arbor Veterans Affairs Health System, Ann Arbor, MI
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28
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Assassi S, Swindell WR, Wu M, Tan FD, Khanna D, Furst DE, Tashkin DP, Jahan-Tigh RR, Mayes MD, Gudjonsson JE, Chang JT. Dissecting the heterogeneity of skin gene expression patterns in systemic sclerosis. Arthritis Rheumatol 2016; 67:3016-26. [PMID: 26238292 DOI: 10.1002/art.39289] [Citation(s) in RCA: 111] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2014] [Accepted: 07/14/2015] [Indexed: 01/01/2023]
Abstract
OBJECTIVE To examine the heterogeneity of global transcriptome patterns in systemic sclerosis (SSc) skin in a large sample of patients with SSc and control subjects. METHODS Skin biopsy specimens obtained from 61 patients enrolled in the Genetics versus Environment in Scleroderma Outcome Study (GENISOS) cohort and 36 unaffected control subjects with a similar demographic background were examined by Illumina HumanHT-12 bead arrays. Followup experiments using quantitative polymerase chain reaction and immunohistochemical analysis were also performed. RESULTS We identified 2,754 differentially expressed transcripts in SSc patients compared with controls. Clustering analysis revealed 2 prominent transcriptomes in SSc patients: the keratin and fibroinflammatory signatures. Higher keratin transcript scores were associated with shorter disease duration and interstitial lung disease, while higher fibroinflammatory scores were associated with diffuse cutaneous involvement, a higher skin score at the biopsy site, and a higher modified Rodnan skin thickness score. A subgroup of patients with significantly longer disease duration had a normal-like transcript pattern. Analysis of cell type-specific signature scores revealed remarkable heterogeneity across patients. Significantly higher scores were calculated for fibroblasts (72% of patients), microvascular cells (61%), macrophages (54%), and dendritic cells (DCs) (49%). The majority of samples with significantly higher fibroblast scores (35 of 44 [80%]) had significantly increased macrophage and/or DC scores. Further analysis and immunohistochemical staining indicated that the keratin signature was not a general marker of keratinocyte activation but was in fact associated with an activation pattern in hair and adnexal structures. CONCLUSION Prominent fibroinflammatory and keratin signatures are present in SSc skin. Expression profiles of SSc skin show significant heterogeneity, and this finding might be useful for stratifying patients for targeted therapies or predicting the response to immunosuppression.
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Affiliation(s)
| | | | - Minghua Wu
- University of Texas Health Science Center at Houston
| | - Filemon D Tan
- University of Texas Health Science Center at Houston
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29
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Ray-Jones H, Eyre S, Barton A, Warren RB. One SNP at a Time: Moving beyond GWAS in Psoriasis. J Invest Dermatol 2016; 136:567-573. [PMID: 26811024 DOI: 10.1016/j.jid.2015.11.025] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2015] [Revised: 11/27/2015] [Accepted: 11/30/2015] [Indexed: 01/24/2023]
Abstract
Although genome-wide association studies have revealed important insights into the global genetic basis of psoriasis, the findings require further investigation. At present, the known genetic risk loci are largely uncharacterized in terms of the variant or gene responsible for the association, the biological pathway involved, and the main cell type driving the pathology. This review primarily focuses on current approaches toward gaining a complete understanding of how these known genetic loci contribute to an increased disease risk in psoriasis.
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Affiliation(s)
- Helen Ray-Jones
- Arthritis Research UK Centre for Genetics and Genomics, Centre for Musculoskeletal Research, Institute of Inflammation and Repair, Manchester Academic Health Science Centre, The University of Manchester, Manchester, United Kingdom; The Dermatology Centre, Salford Royal NHS Foundation Trust, University of Manchester, Manchester Academic Health Science Centre, Manchester, United Kingdom.
| | - Stephen Eyre
- Arthritis Research UK Centre for Genetics and Genomics, Centre for Musculoskeletal Research, Institute of Inflammation and Repair, Manchester Academic Health Science Centre, The University of Manchester, Manchester, United Kingdom
| | - Anne Barton
- Arthritis Research UK Centre for Genetics and Genomics, Centre for Musculoskeletal Research, Institute of Inflammation and Repair, Manchester Academic Health Science Centre, The University of Manchester, Manchester, United Kingdom; NIHR Manchester Musculoskeletal Biomedical Research Unit, Central Manchester University Hospitals NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, United Kingdom
| | - Richard B Warren
- The Dermatology Centre, Salford Royal NHS Foundation Trust, University of Manchester, Manchester Academic Health Science Centre, Manchester, United Kingdom
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30
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Lin Y, Zhao P, Shen C, Shen S, Zheng X, Zuo X, Yang S, Zhang X, Yin X. Identification of cell types, tissues and pathways affected by risk loci in psoriasis. Mol Genet Genomics 2015; 291:1005-12. [PMID: 26563434 DOI: 10.1007/s00438-015-1141-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2015] [Accepted: 10/28/2015] [Indexed: 01/11/2023]
Abstract
Many common variants have been found associated with the risk of psoriasis, but the underlying mechanism is still largely unknown, mostly owing to the difficulty in dissecting the mechanism of each variant using representative cell type and tissue in biological experiments. We applied an integrative method SNPsea which has been developed by investigators in Broad, to identify the most relevant cell types, tissues, and pathways to psoriasis by assessing the condition specificity affected by psoriasis genome-wide association studies-implicated genes. We employed this software on 89 single-nucleotide polymorphisms with genome-wide significance in Han Chinese and Caucasian populations. We found significant evidence for peripheral blood CD56 + NK cells (P = 1.30 × 10(-7)), Langerhans cells (P = 4.96 × 10(-6)) and CD14+ monocytes (P < 4.80 × 10(-5)) in psoriasis. We suggested that the DNase I hypersensitivity sites in CD14+ cells were active in psoriasis (P = 2.20 × 10(-16)). In addition, we discovered that biotic stimulus response, cytokine production and NF-κB pathways were significantly activated in psoriasis (P < 1.00 × 10(-5)). In conclusion, we found several innate immune cells and immune pathways in psoriasis that will help guide biological experiments for psoriasis risk variants in future.
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Affiliation(s)
- Yan Lin
- Department of Dermatology, The Fourth Affiliated Hospital, Anhui Medical University, Hefei, 230032, Anhui, China.,Institute of Dermatology, Department of Dermatology, The First Affiliated Hospital, Anhui Medical University, Hefei, 230032, Anhui, China.,Key Lab of Dermatology, Ministry of Education (Anhui Medical University) and State Key Lab of Dermatology Incubation, Hefei, 230032, Anhui, China.,Key Lab of Gene Resource Utilization for Complex Diseases, Hefei, 230032, Anhui, China.,Collaborative Innovation Center for Complex and Severe Dermatosis, Anhui Medical University, Hefei, 230032, Anhui, China
| | - Pan Zhao
- Key Lab of Dermatology, Ministry of Education (Anhui Medical University) and State Key Lab of Dermatology Incubation, Hefei, 230032, Anhui, China.,Key Lab of Gene Resource Utilization for Complex Diseases, Hefei, 230032, Anhui, China.,Collaborative Innovation Center for Complex and Severe Dermatosis, Anhui Medical University, Hefei, 230032, Anhui, China.,School of Basic Medical Science, Anhui Medical University, Hefei, 230032, Anhui, China
| | - Changbing Shen
- Institute of Dermatology, Department of Dermatology, The First Affiliated Hospital, Anhui Medical University, Hefei, 230032, Anhui, China.,Key Lab of Dermatology, Ministry of Education (Anhui Medical University) and State Key Lab of Dermatology Incubation, Hefei, 230032, Anhui, China.,Key Lab of Gene Resource Utilization for Complex Diseases, Hefei, 230032, Anhui, China.,Collaborative Innovation Center for Complex and Severe Dermatosis, Anhui Medical University, Hefei, 230032, Anhui, China
| | - Songke Shen
- Institute of Dermatology, Department of Dermatology, The First Affiliated Hospital, Anhui Medical University, Hefei, 230032, Anhui, China.,Key Lab of Dermatology, Ministry of Education (Anhui Medical University) and State Key Lab of Dermatology Incubation, Hefei, 230032, Anhui, China.,Key Lab of Gene Resource Utilization for Complex Diseases, Hefei, 230032, Anhui, China.,Collaborative Innovation Center for Complex and Severe Dermatosis, Anhui Medical University, Hefei, 230032, Anhui, China
| | - Xiaodong Zheng
- Institute of Dermatology, Department of Dermatology, The First Affiliated Hospital, Anhui Medical University, Hefei, 230032, Anhui, China.,Key Lab of Dermatology, Ministry of Education (Anhui Medical University) and State Key Lab of Dermatology Incubation, Hefei, 230032, Anhui, China.,Key Lab of Gene Resource Utilization for Complex Diseases, Hefei, 230032, Anhui, China.,Collaborative Innovation Center for Complex and Severe Dermatosis, Anhui Medical University, Hefei, 230032, Anhui, China
| | - Xianbo Zuo
- Institute of Dermatology, Department of Dermatology, The First Affiliated Hospital, Anhui Medical University, Hefei, 230032, Anhui, China.,Key Lab of Dermatology, Ministry of Education (Anhui Medical University) and State Key Lab of Dermatology Incubation, Hefei, 230032, Anhui, China.,Key Lab of Gene Resource Utilization for Complex Diseases, Hefei, 230032, Anhui, China.,Collaborative Innovation Center for Complex and Severe Dermatosis, Anhui Medical University, Hefei, 230032, Anhui, China
| | - Sen Yang
- Institute of Dermatology, Department of Dermatology, The First Affiliated Hospital, Anhui Medical University, Hefei, 230032, Anhui, China.,Key Lab of Dermatology, Ministry of Education (Anhui Medical University) and State Key Lab of Dermatology Incubation, Hefei, 230032, Anhui, China.,Key Lab of Gene Resource Utilization for Complex Diseases, Hefei, 230032, Anhui, China.,Collaborative Innovation Center for Complex and Severe Dermatosis, Anhui Medical University, Hefei, 230032, Anhui, China
| | - Xuejun Zhang
- Institute of Dermatology, Department of Dermatology, The First Affiliated Hospital, Anhui Medical University, Hefei, 230032, Anhui, China.,Key Lab of Dermatology, Ministry of Education (Anhui Medical University) and State Key Lab of Dermatology Incubation, Hefei, 230032, Anhui, China.,Key Lab of Gene Resource Utilization for Complex Diseases, Hefei, 230032, Anhui, China.,Collaborative Innovation Center for Complex and Severe Dermatosis, Anhui Medical University, Hefei, 230032, Anhui, China
| | - Xianyong Yin
- Institute of Dermatology, Department of Dermatology, The First Affiliated Hospital, Anhui Medical University, Hefei, 230032, Anhui, China. .,Key Lab of Dermatology, Ministry of Education (Anhui Medical University) and State Key Lab of Dermatology Incubation, Hefei, 230032, Anhui, China. .,Key Lab of Gene Resource Utilization for Complex Diseases, Hefei, 230032, Anhui, China. .,Collaborative Innovation Center for Complex and Severe Dermatosis, Anhui Medical University, Hefei, 230032, Anhui, China. .,Department of Genetics, and Renaissance Computing Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC, 27517, USA.
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31
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Andiappan AK, Melchiotti R, Poh TY, Nah M, Puan KJ, Vigano E, Haase D, Yusof N, San Luis B, Lum J, Kumar D, Foo S, Zhuang L, Vasudev A, Irwanto A, Lee B, Nardin A, Liu H, Zhang F, Connolly J, Liu J, Mortellaro A, Wang DY, Poidinger M, Larbi A, Zolezzi F, Rotzschke O. Genome-wide analysis of the genetic regulation of gene expression in human neutrophils. Nat Commun 2015; 6:7971. [PMID: 26259071 PMCID: PMC4918343 DOI: 10.1038/ncomms8971] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2014] [Accepted: 07/01/2015] [Indexed: 02/01/2023] Open
Abstract
Neutrophils are an abundant immune cell type involved in both antimicrobial defence and autoimmunity. The regulation of their gene expression, however, is still largely unknown. Here we report an eQTL study on isolated neutrophils from 114 healthy individuals of Chinese ethnicity, identifying 21,210 eQTLs on 832 unique genes. Unsupervised clustering analysis of these eQTLs confirms their role in inflammatory responses and immunological diseases but also indicates strong involvement in dermatological pathologies. One of the strongest eQTL identified (rs2058660) is also the tagSNP of a linkage block reported to affect leprosy and Crohn's disease in opposite directions. In a functional study, we can link the C allele with low expression of the β-chain of IL18-receptor (IL18RAP). In neutrophils, this results in a reduced responsiveness to IL-18, detected both on the RNA and protein level. Thus, the polymorphic regulation of human neutrophils can impact beneficial as well as pathological inflammatory responses. Neutrophils are abundant immune cells important for antimicrobial defence and in autoimmunity. Here, by mapping expression quantitative trait loci (eQTL) in neutrophils of Chinese ethnicity from Singapore, Andiappan et al. provide a resource for understanding immune-related trait associated genetic variants.
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Affiliation(s)
- Anand Kumar Andiappan
- Singapore Immunology Network (SIgN), Agency for Science Technology and Research (A*STAR), #04-06, 8A Biomedical Grove, Singapore, Singapore
| | - Rossella Melchiotti
- Singapore Immunology Network (SIgN), Agency for Science Technology and Research (A*STAR), #04-06, 8A Biomedical Grove, Singapore, Singapore
| | - Tuang Yeow Poh
- Singapore Immunology Network (SIgN), Agency for Science Technology and Research (A*STAR), #04-06, 8A Biomedical Grove, Singapore, Singapore
| | - Michelle Nah
- Singapore Immunology Network (SIgN), Agency for Science Technology and Research (A*STAR), #04-06, 8A Biomedical Grove, Singapore, Singapore
| | - Kia Joo Puan
- Singapore Immunology Network (SIgN), Agency for Science Technology and Research (A*STAR), #04-06, 8A Biomedical Grove, Singapore, Singapore
| | - Elena Vigano
- Singapore Immunology Network (SIgN), Agency for Science Technology and Research (A*STAR), #04-06, 8A Biomedical Grove, Singapore, Singapore
| | - Doreen Haase
- Singapore Immunology Network (SIgN), Agency for Science Technology and Research (A*STAR), #04-06, 8A Biomedical Grove, Singapore, Singapore
| | - Nurhashikin Yusof
- Singapore Immunology Network (SIgN), Agency for Science Technology and Research (A*STAR), #04-06, 8A Biomedical Grove, Singapore, Singapore
| | - Boris San Luis
- Singapore Immunology Network (SIgN), Agency for Science Technology and Research (A*STAR), #04-06, 8A Biomedical Grove, Singapore, Singapore
| | - Josephine Lum
- Singapore Immunology Network (SIgN), Agency for Science Technology and Research (A*STAR), #04-06, 8A Biomedical Grove, Singapore, Singapore
| | - Dilip Kumar
- Singapore Immunology Network (SIgN), Agency for Science Technology and Research (A*STAR), #04-06, 8A Biomedical Grove, Singapore, Singapore
| | - Shihui Foo
- Singapore Immunology Network (SIgN), Agency for Science Technology and Research (A*STAR), #04-06, 8A Biomedical Grove, Singapore, Singapore
| | - Li Zhuang
- Singapore Immunology Network (SIgN), Agency for Science Technology and Research (A*STAR), #04-06, 8A Biomedical Grove, Singapore, Singapore
| | - Anusha Vasudev
- Singapore Immunology Network (SIgN), Agency for Science Technology and Research (A*STAR), #04-06, 8A Biomedical Grove, Singapore, Singapore
| | - Astrid Irwanto
- Department of Human Genetics, Genome institute of Singapore (GIS), Singapore, Singapore
| | - Bernett Lee
- Singapore Immunology Network (SIgN), Agency for Science Technology and Research (A*STAR), #04-06, 8A Biomedical Grove, Singapore, Singapore
| | - Alessandra Nardin
- Singapore Immunology Network (SIgN), Agency for Science Technology and Research (A*STAR), #04-06, 8A Biomedical Grove, Singapore, Singapore
| | - Hong Liu
- Shandong Provincial Hospital for Skin Diseases, Shandong University, Jinan, Shandong, China.,Shandong Provincial Institute of Dermatology and Venereology, Shandong Academy of Medical Sciences, Jinan, Shandong, China.,School of Medicine, Shandong University, Shandong Provincial Medical Center for Dermatovenereology, Jinan, Shandong, China.,Shandong Provincial Institute of Dermatology and Venereology, Provincial Academy of Medical Science, Jinan, Shandong, China
| | - Furen Zhang
- Shandong Provincial Hospital for Skin Diseases, Shandong University, Jinan, Shandong, China.,Shandong Provincial Institute of Dermatology and Venereology, Shandong Academy of Medical Sciences, Jinan, Shandong, China.,School of Medicine, Shandong University, Shandong Provincial Medical Center for Dermatovenereology, Jinan, Shandong, China.,Shandong Provincial Institute of Dermatology and Venereology, Provincial Academy of Medical Science, Jinan, Shandong, China
| | - John Connolly
- Singapore Immunology Network (SIgN), Agency for Science Technology and Research (A*STAR), #04-06, 8A Biomedical Grove, Singapore, Singapore
| | - Jianjun Liu
- Department of Human Genetics, Genome institute of Singapore (GIS), Singapore, Singapore.,School of Life Sciences, Anhui Medical University, Hefei, Anhui, China
| | - Alessandra Mortellaro
- Singapore Immunology Network (SIgN), Agency for Science Technology and Research (A*STAR), #04-06, 8A Biomedical Grove, Singapore, Singapore
| | - De Yun Wang
- Department of Otolaryngology, National University of Singapore, Singapore
| | - Michael Poidinger
- Singapore Immunology Network (SIgN), Agency for Science Technology and Research (A*STAR), #04-06, 8A Biomedical Grove, Singapore, Singapore
| | - Anis Larbi
- Singapore Immunology Network (SIgN), Agency for Science Technology and Research (A*STAR), #04-06, 8A Biomedical Grove, Singapore, Singapore
| | - Francesca Zolezzi
- Singapore Immunology Network (SIgN), Agency for Science Technology and Research (A*STAR), #04-06, 8A Biomedical Grove, Singapore, Singapore
| | - Olaf Rotzschke
- Singapore Immunology Network (SIgN), Agency for Science Technology and Research (A*STAR), #04-06, 8A Biomedical Grove, Singapore, Singapore
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Swindell WR, Remmer HA, Sarkar MK, Xing X, Barnes DH, Wolterink L, Voorhees JJ, Nair RP, Johnston A, Elder JT, Gudjonsson JE. Proteogenomic analysis of psoriasis reveals discordant and concordant changes in mRNA and protein abundance. Genome Med 2015; 7:86. [PMID: 26251673 PMCID: PMC4527112 DOI: 10.1186/s13073-015-0208-5] [Citation(s) in RCA: 73] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2015] [Accepted: 07/17/2015] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Psoriasis is a chronic disease characterized by the development of scaly red skin lesions and possible co-morbid conditions. The psoriasis lesional skin transcriptome has been extensively investigated, but mRNA levels do not necessarily reflect protein abundance. The purpose of this study was therefore to compare differential expression patterns of mRNA and protein in psoriasis lesions. METHODS Lesional (PP) and uninvolved (PN) skin samples from 14 patients were analyzed using high-throughput complementary DNA sequencing (RNA-seq) and liquid chromatography-tandem mass spectrometry (LC-MS/MS). RESULTS We identified 4122 differentially expressed genes (DEGs) along with 748 differentially expressed proteins (DEPs). Global shifts in mRNA were modestly correlated with changes in protein abundance (r = 0.40). We identified similar numbers of increased and decreased DEGs, but 4-fold more increased than decreased DEPs. Ribosomal subunit and translation proteins were elevated within lesions, without a corresponding shift in mRNA expression (RPL3, RPS8, RPL11). We identified 209 differentially expressed genes/proteins (DEGPs) with corresponding trends at the transcriptome and proteome levels. Most DEGPs were similarly altered in at least one other skin disease. Psoriasis-specific and non-specific DEGPs had distinct cytokine-response patterns, with only the former showing disproportionate induction by IL-17A in cultured keratinocytes. CONCLUSIONS Our findings reveal global imbalance between the number of increased and decreased proteins in psoriasis lesions, consistent with heightened translation. This effect could not have been discerned from mRNA profiling data alone. High-confidence DEGPs were identified through transcriptome-proteome integration. By distinguishing between psoriasis-specific and non-specific DEGPs, our analysis uncovered new functional insights that would otherwise have been overlooked.
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Affiliation(s)
- William R Swindell
- Department of Dermatology, University of Michigan School of Medicine, Ann Arbor, MI 48109-2200 USA
| | - Henriette A Remmer
- Department of Biological Chemistry, University of Michigan School of Medicine, Ann Arbor, MI 48109-2200 USA
| | - Mrinal K Sarkar
- Department of Dermatology, University of Michigan School of Medicine, Ann Arbor, MI 48109-2200 USA
| | - Xianying Xing
- Department of Dermatology, University of Michigan School of Medicine, Ann Arbor, MI 48109-2200 USA
| | - Drew H Barnes
- Department of Dermatology, University of Michigan School of Medicine, Ann Arbor, MI 48109-2200 USA
| | - Liza Wolterink
- Department of Dermatology, University of Michigan School of Medicine, Ann Arbor, MI 48109-2200 USA
| | - John J Voorhees
- Department of Dermatology, University of Michigan School of Medicine, Ann Arbor, MI 48109-2200 USA
| | - Rajan P Nair
- Department of Dermatology, University of Michigan School of Medicine, Ann Arbor, MI 48109-2200 USA
| | - Andrew Johnston
- Department of Dermatology, University of Michigan School of Medicine, Ann Arbor, MI 48109-2200 USA
| | - James T Elder
- Department of Dermatology, University of Michigan School of Medicine, Ann Arbor, MI 48109-2200 USA
| | - Johann E Gudjonsson
- Department of Dermatology, University of Michigan School of Medicine, Ann Arbor, MI 48109-2200 USA
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Keermann M, Kõks S, Reimann E, Prans E, Abram K, Kingo K. Transcriptional landscape of psoriasis identifies the involvement of IL36 and IL36RN. BMC Genomics 2015; 16:322. [PMID: 25897967 PMCID: PMC4405864 DOI: 10.1186/s12864-015-1508-2] [Citation(s) in RCA: 66] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2014] [Accepted: 03/30/2015] [Indexed: 02/06/2023] Open
Abstract
Background In present study we performed whole transcriptome analysis in plaque psoriasis patients and compared lesional skin with non-lesional skin and with the skin from healthy controls. We sequenced total RNA from 12 lesional (LP), 12 non-lesional (NLP) and from 12 normal (C) skin biopsies. Results Compared with previous gene expression profiling studies we had three groups under analysis - LP, NLP and C. Using NLP samples allows to see the transcriptome of visually normal skin from psoriasis patient. In LP skin S100A12, S100A7A, LCE3E, DEFB4A, IL19 were found up regulated. In addition to already these well-described genes, we also found several other genes related to psoriasis. Namely, KLK9, OAS2, OAS3, PLA2G, IL36G, IL36RN were found to be significantly and consistently related to the psoriatic lesions and this finding is supported also by previous studies. The genes up-regulated in the LP samples were related to the innate immunity, IL17 and IL10 networks. In NLP samples innate immunity and IL17 network were activated, but activation of IL10 network was not evident. The transcriptional changes characteristic in the NLP samples can be considered as a molecular signature of “dormant psoriasis”. Conclusions Taken together, our study described the transcriptome profile characteristic for LP and NLP psoriatic skin. RNA profile of the NLP skin is in between the lesional and healthy skin, with its own specific pattern. We found that both LP and NLP have up-regulated IL17 network, whereas LP skin has up regulated IL10 related cytokines (IL19, IL20, IL24). Moreover, IL36G and IL36RN were identified as strong regulators of skin pathology in both LP and NLP skin samples, with stronger influence in LP samples. Electronic supplementary material The online version of this article (doi:10.1186/s12864-015-1508-2) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Maris Keermann
- Department of Dermatology, University of Tartu, Tartu, Estonia. .,Department of Dermatology, Tartu University Hospital, Tartu, Estonia.
| | - Sulev Kõks
- Department of Pathophysiology, Centre of Translational Medicine, University of Tartu, 19 Ravila Street, 50411, Tartu, Estonia. .,Department of Reproductive Biology, Estonian University of Life Sciences, Tartu, Estonia.
| | - Ene Reimann
- Department of Pathophysiology, Centre of Translational Medicine, University of Tartu, 19 Ravila Street, 50411, Tartu, Estonia. .,Department of Reproductive Biology, Estonian University of Life Sciences, Tartu, Estonia.
| | - Ele Prans
- Department of Pathophysiology, Centre of Translational Medicine, University of Tartu, 19 Ravila Street, 50411, Tartu, Estonia. .,Department of Reproductive Biology, Estonian University of Life Sciences, Tartu, Estonia.
| | - Kristi Abram
- Department of Dermatology, University of Tartu, Tartu, Estonia. .,Department of Dermatology, Tartu University Hospital, Tartu, Estonia.
| | - Külli Kingo
- Department of Dermatology, University of Tartu, Tartu, Estonia. .,Department of Dermatology, Tartu University Hospital, Tartu, Estonia.
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Swindell WR, Sarkar MK, Stuart PE, Voorhees JJ, Elder JT, Johnston A, Gudjonsson JE. Psoriasis drug development and GWAS interpretation through in silico analysis of transcription factor binding sites. Clin Transl Med 2015; 4:13. [PMID: 25883770 PMCID: PMC4392043 DOI: 10.1186/s40169-015-0054-5] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2014] [Accepted: 02/26/2015] [Indexed: 12/22/2022] Open
Abstract
Background Psoriasis is a cytokine-mediated skin disease that can be treated effectively with immunosuppressive biologic agents. These medications, however, are not equally effective in all patients and are poorly suited for treating mild psoriasis. To develop more targeted therapies, interfering with transcription factor (TF) activity is a promising strategy. Methods Meta-analysis was used to identify differentially expressed genes (DEGs) in the lesional skin from psoriasis patients (n = 237). We compiled a dictionary of 2935 binding sites representing empirically-determined binding affinities of TFs and unconventional DNA-binding proteins (uDBPs). This dictionary was screened to identify “psoriasis response elements” (PREs) overrepresented in sequences upstream of psoriasis DEGs. Results PREs are recognized by IRF1, ISGF3, NF-kappaB and multiple TFs with helix-turn-helix (homeo) or other all-alpha-helical (high-mobility group) DNA-binding domains. We identified a limited set of DEGs that encode proteins interacting with PRE motifs, including TFs (GATA3, EHF, FOXM1, SOX5) and uDBPs (AVEN, RBM8A, GPAM, WISP2). PREs were prominent within enhancer regions near cytokine-encoding DEGs (IL17A, IL19 and IL1B), suggesting that PREs might be incorporated into complex decoy oligonucleotides (cdODNs). To illustrate this idea, we designed a cdODN to concomitantly target psoriasis-activated TFs (i.e., FOXM1, ISGF3, IRF1 and NF-kappaB). Finally, we screened psoriasis-associated SNPs to identify risk alleles that disrupt or engender PRE motifs. This identified possible sites of allele-specific TF/uDBP binding and showed that PREs are disproportionately disrupted by psoriasis risk alleles. Conclusions We identified new TF/uDBP candidates and developed an approach that (i) connects transcriptome informatics to cdODN drug development and (ii) enhances our ability to interpret GWAS findings. Disruption of PRE motifs by psoriasis risk alleles may contribute to disease susceptibility. Electronic supplementary material The online version of this article (doi:10.1186/s40169-015-0054-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- William R Swindell
- Department of Dermatology, University of Michigan School of Medicine, Ann Arbor, MI 48109-2200 USA
| | - Mrinal K Sarkar
- Department of Dermatology, University of Michigan School of Medicine, Ann Arbor, MI 48109-2200 USA
| | - Philip E Stuart
- Department of Dermatology, University of Michigan School of Medicine, Ann Arbor, MI 48109-2200 USA
| | - John J Voorhees
- Department of Dermatology, University of Michigan School of Medicine, Ann Arbor, MI 48109-2200 USA
| | - James T Elder
- Department of Dermatology, University of Michigan School of Medicine, Ann Arbor, MI 48109-2200 USA
| | - Andrew Johnston
- Department of Dermatology, University of Michigan School of Medicine, Ann Arbor, MI 48109-2200 USA
| | - Johann E Gudjonsson
- Department of Dermatology, University of Michigan School of Medicine, Ann Arbor, MI 48109-2200 USA
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35
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Soboleva AG, Mezentsev A, Zolotorenko A, Bruskin S, Pirusian E. Three-Dimensional Skin Models of Psoriasis. Cells Tissues Organs 2015; 199:301-10. [DOI: 10.1159/000369925] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/16/2014] [Indexed: 11/19/2022] Open
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36
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Procoagulatory state in inflammatory bowel diseases is promoted by impaired intestinal barrier function. Gastroenterol Res Pract 2015; 2015:189341. [PMID: 25767508 PMCID: PMC4342066 DOI: 10.1155/2015/189341] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2014] [Revised: 01/27/2015] [Accepted: 02/01/2015] [Indexed: 12/14/2022] Open
Abstract
Inflammatory and immune mediated disorders are risk factors for arterial and venous thromboembolism. Inflammatory bowel diseases (IBD) confer an even greater risk of thromboembolic events than other inflammatory conditions. It has been shown that IBD patients display defective intestinal barrier functions. Thus, pathogen-associated molecular patterns (PAMPs) coming from the intestinal bacterial burden might reach systemic circulation and activate innate immunity receptors on endothelial cells and platelets, promoting a procoagulative state. Aim of the study was to test this hypothesis, correlating the presence of circulating PAMPs with the activation of innate immune system and the activation of the coagulatory cascade in IBD patients. Specifically, we studied lipopolysaccharide (LPS), Toll-like receptor (TLR) 2, TLR4, and markers of activated coagulation (i.e., D-Dimer and prothrombin fragment F1+2) in the serum and plasma of IBD patients. We found that LPS levels are increased in IBD and correlate with TLR4 concentrations; although a mild correlation between LPS and CRP levels was detected, clinical disease activity does not appear to influence circulating LPS. Instead, serum LPS correlates with both D-Dimer and F1+2 measurements. Taken together, our data support the role of an impairment of intestinal barrier in triggering the activation of the coagulatory cascade in IBD.
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Baliwag J, Barnes DH, Johnston A. Cytokines in psoriasis. Cytokine 2015; 73:342-50. [PMID: 25585875 DOI: 10.1016/j.cyto.2014.12.014] [Citation(s) in RCA: 234] [Impact Index Per Article: 23.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2014] [Revised: 11/24/2014] [Accepted: 12/01/2014] [Indexed: 01/05/2023]
Abstract
Psoriasis is a common inflammatory skin disease with an incompletely understood etiology. The disease is characterized by red, scaly and well-demarcated skin lesions formed by the hyperproliferation of epidermal keratinocytes. This hyperproliferation is driven by cytokines secreted by activated resident immune cells, an infiltrate of T cells, dendritic cells and cells of the innate immune system, as well as the keratinocytes themselves. Psoriasis has a strong hereditary character and has a complex genetic background. Genome-wide association studies have identified polymorphisms within or near a number of genes encoding cytokines, cytokine receptors or elements of their signal transduction pathways, further implicating these cytokines in the psoriasis pathomechanism. A considerable number of inflammatory cytokines have been shown to be elevated in lesional psoriasis skin, and the serum concentrations of a subset of these also correlate with psoriasis disease severity. The combined effects of the cytokines found in psoriasis lesions likely explain most of the clinical features of psoriasis, such as the hyperproliferation of keratinocytes, increased neovascularization and skin inflammation. Thus, understanding which cytokines play a pivotal role in the disease process can suggest potential therapeutic targets. A number of cytokines have been therapeutically targeted with success, revolutionizing treatment of this disease. Here we review a number of key cytokines implicated in the pathogenesis of psoriasis.
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Affiliation(s)
- Jaymie Baliwag
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Drew H Barnes
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Andrew Johnston
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA.
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Gordon WM, Zeller MD, Klein RH, Swindell WR, Ho H, Espetia F, Gudjonsson JE, Baldi PF, Andersen B. A GRHL3-regulated repair pathway suppresses immune-mediated epidermal hyperplasia. J Clin Invest 2014; 124:5205-18. [PMID: 25347468 DOI: 10.1172/jci77138] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2014] [Accepted: 09/18/2014] [Indexed: 12/27/2022] Open
Abstract
Dermal infiltration of T cells is an important step in the onset and progression of immune-mediated skin diseases such as psoriasis; however, it is not known whether epidermal factors play a primary role in the development of these diseases. Here, we determined that the prodifferentiation transcription factor grainyhead-like 3 (GRHL3), which is essential during epidermal development, is dispensable for adult skin homeostasis, but required for barrier repair after adult epidermal injury. Consistent with activation of a GRHL3-regulated repair pathway in psoriasis, we found that GRHL3 is upregulated in lesional skin and binds known epidermal differentiation gene targets. Using an imiquimod-induced model of immune-mediated epidermal hyperplasia, we found that mice lacking GRHL3 have an exacerbated epidermal damage response, greater sensitivity to disease induction, delayed resolution of epidermal lesions, and resistance to anti-IL-22 therapy compared with WT animals. ChIP-Seq and gene expression profiling of murine skin revealed that while GRHL3 regulates differentiation pathways both during development and during repair from immune-mediated damage, it targets distinct sets of genes in the 2 processes. In particular, GRHL3 suppressed a number of alarmin and other proinflammatory genes after immune injury. This study identifies a GRHL3-regulated epidermal barrier repair pathway that suppresses disease initiation and helps resolve existing lesions in immune-mediated epidermal hyperplasia.
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