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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. Front 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] [What about the content of this article? (0)] [Affiliation(s)] [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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2
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Jiang Y, Gruszka D, Zeng C, Swindell WR, Gaskill C, Sorensen C, Brown W, Gangwar RS, Tsoi LC, Webster J, Sigurðardóttir SL, Sarkar MK, Uppala R, Kidder A, Xing X, Plazyo O, Xing E, Billi AC, Maverakis E, Kahlenberg JM, Gudjonsson JE, Ward NL. Suppression of TCF4 promotes a ZC3H12A-mediated self-sustaining inflammatory feedback cycle involving IL-17RA/IL-17RE epidermal signaling. JCI Insight 2024; 9:e172764. [PMID: 38470486 DOI: 10.1172/jci.insight.172764] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Accepted: 03/05/2024] [Indexed: 03/13/2024] Open
Abstract
IL-17C is an epithelial cell-derived proinflammatory cytokine whose transcriptional regulation remains unclear. Analysis of the IL17C promoter region identified TCF4 as putative regulator, and siRNA knockdown of TCF4 in human keratinocytes (KCs) increased IL17C. IL-17C stimulation of KCs (along with IL-17A and TNF-α stimulation) decreased TCF4 and increased NFKBIZ and ZC3H12A expression in an IL-17RA/RE-dependent manner, thus creating a feedback loop. ZC3H12A (MCPIP1/Regnase-1), a transcriptional immune-response regulator, also increased following TCF4 siRNA knockdown, and siRNA knockdown of ZC3H12A decreased NFKBIZ, IL1B, IL36G, CCL20, and CXCL1, revealing a proinflammatory role for ZC3H12A. Examination of lesional skin from the KC-Tie2 inflammatory dermatitis mouse model identified decreases in TCF4 protein concomitant with increases in IL-17C and Zc3h12a that reversed following the genetic elimination of Il17c, Il17ra, and Il17re and improvement in the skin phenotype. Conversely, interference with Tcf4 in KC-Tie2 mouse skin increased Il17c and exacerbated the inflammatory skin phenotype. Together, these findings identify a role for TCF4 in the negative regulation of IL-17C, which, alone and with TNF-α and IL-17A, feed back to decrease TCF4 in an IL-17RA/RE-dependent manner. This loop is further amplified by IL-17C-TCF4 autocrine regulation of ZC3H12A and IL-17C regulation of NFKBIZ to promote self-sustaining skin inflammation.
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Affiliation(s)
- Yanyun Jiang
- Department of Dermatology, Ann Arbor, Michigan, USA
- Department of Dermatology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Dennis Gruszka
- Departments of Nutrition and Dermatology, Case Western Reserve University, Cleveland, Ohio, USA
| | - Chang Zeng
- Department of Dermatology, Ann Arbor, Michigan, USA
| | - William R Swindell
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Christa Gaskill
- Department of Dermatology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Christian Sorensen
- Department of Dermatology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Whitney Brown
- Department of Dermatology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Roopesh Singh Gangwar
- Departments of Nutrition and Dermatology, Case Western Reserve University, Cleveland, Ohio, USA
| | - Lam C Tsoi
- Department of Dermatology, Ann Arbor, Michigan, USA
| | - Joshua Webster
- Departments of Nutrition and Dermatology, Case Western Reserve University, Cleveland, Ohio, USA
| | | | | | | | | | | | | | - Enze Xing
- Department of Dermatology, Ann Arbor, Michigan, USA
| | | | - Emanual Maverakis
- Department of Dermatology, University of California Davis School of Medicine, Sacramento, California, USA
| | - J Michelle Kahlenberg
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | | | - Nicole L Ward
- Departments of Nutrition and Dermatology, Case Western Reserve University, Cleveland, Ohio, USA
- Department of Dermatology, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Vanderbilt Institute for Infection, Immunology, and Inflammation (VI4) and Vanderbilt Center for Immunobiology (VCI), Vanderbilt University Medical Center, Nashville, Tennessee, USA
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3
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Yu Z, Vieyra-Garcia P, Benezeder T, Crouch JD, Kim IR, O'Malley JT, Devlin PM, Gehad A, Zhan Q, Gudjonsson JE, Sarkar MK, Kahlenberg JM, Gerard N, Teague JE, Kupper TS, LeBoeuf NR, Larocca C, Tawa M, Pomahac B, Talbot SG, Orgill DP, Wolf P, Clark RA. Phototherapy Restores Deficient Type I IFN Production and Enhances Antitumor Responses in Mycosis Fungoides. J Invest Dermatol 2024; 144:621-632.e1. [PMID: 37716650 PMCID: PMC10922223 DOI: 10.1016/j.jid.2023.06.212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 06/21/2023] [Accepted: 06/23/2023] [Indexed: 09/18/2023]
Abstract
Transcriptional profiling demonstrated markedly reduced type I IFN gene expression in untreated mycosis fungoides (MF) skin lesions compared with that in healthy skin. Type I IFN expression in MF correlated with antigen-presenting cell-associated IRF5 before psoralen plus UVA therapy and epithelial ULBP2 after therapy, suggesting an enhancement of epithelial type I IFN. Immunostains confirmed reduced baseline type I IFN production in MF and increased levels after psoralen plus UVA treatment in responding patients. Effective tumor clearance was associated with increased type I IFN expression, enhanced recruitment of CD8+ T cells into skin lesions, and expression of genes associated with antigen-specific T-cell activation. IFNk, a keratinocyte-derived inducer of type I IFNs, was increased by psoralen plus UVA therapy and expression correlated with upregulation of other type I IFNs. In vitro, deletion of keratinocyte IFNk decreased baseline and UVA-induced expression of type I IFN and IFN response genes. In summary, we find a baseline deficit in type I IFN production in MF that is restored by psoralen plus UVA therapy and correlates with enhanced antitumor responses. This may explain why MF generally develops in sun-protected skin and suggests that drugs that increase epithelial type I IFNs, including topical MEK and EGFR inhibitors, may be effective therapies for MF.
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Affiliation(s)
- Zizi Yu
- Department of Dermatology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Pablo Vieyra-Garcia
- Research Unit for Photodermatology, Department of Dermatology and Venereology, Medical University of Graz, Graz, Austria
| | - Theresa Benezeder
- Research Unit for Photodermatology, Department of Dermatology and Venereology, Medical University of Graz, Graz, Austria
| | - Jack D Crouch
- Department of Dermatology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Ira R Kim
- Department of Dermatology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - John T O'Malley
- Department of Dermatology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Phillip M Devlin
- Department of Radiation Oncology, Dana-Farber Cancer Institute/Brigham and Women's Cancer Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Ahmed Gehad
- Department of Dermatology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Qian Zhan
- Department of Dermatology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | | | - Mrinal K Sarkar
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - J Michelle Kahlenberg
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Nega Gerard
- Department of Dermatology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Jessica E Teague
- Department of Dermatology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Thomas S Kupper
- Department of Dermatology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA; Center for Cutaneous Oncology, Dana-Farber Cancer Institute/Brigham and Women's Cancer Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Nicole R LeBoeuf
- Department of Dermatology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA; Center for Cutaneous Oncology, Dana-Farber Cancer Institute/Brigham and Women's Cancer Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Cecilia Larocca
- Department of Dermatology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA; Center for Cutaneous Oncology, Dana-Farber Cancer Institute/Brigham and Women's Cancer Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Marianne Tawa
- Center for Cutaneous Oncology, Dana-Farber Cancer Institute/Brigham and Women's Cancer Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Bohdan Pomahac
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Yale School of Medicine, New Haven, Connecticut, USA
| | - Simon G Talbot
- Division of Plastic and Reconstructive Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Dennis P Orgill
- Division of Plastic and Reconstructive Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Peter Wolf
- Research Unit for Photodermatology, Department of Dermatology and Venereology, Medical University of Graz, Graz, Austria.
| | - Rachael A Clark
- Department of Dermatology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA.
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4
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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] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [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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5
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van Straalen KR, Ma F, Tsou PS, Plazyo O, Gharaee-Kermani M, Calbet M, Xing X, Sarkar MK, Uppala R, Harms PW, Wasikowski R, Nahlawi L, Nakamura M, Eshaq M, Wang C, Dobry C, Kozlow JH, Cherry-Bukowiec J, Brodie WD, Wolk K, Uluçkan Ö, Mattichak MN, Pellegrini M, Modlin RL, Maverakis E, Sabat R, Kahlenberg JM, Billi AC, Tsoi LC, Gudjonsson JE. Single-cell sequencing reveals Hippo signaling as a driver of fibrosis in hidradenitis suppurativa. J Clin Invest 2024; 134:e169225. [PMID: 38051587 PMCID: PMC10836805 DOI: 10.1172/jci169225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 11/30/2023] [Indexed: 12/07/2023] Open
Abstract
Hidradenitis suppurativa (HS) is a chronic inflammatory disease characterized by abscesses, nodules, dissecting/draining tunnels, and extensive fibrosis. Here, we integrate single-cell RNA sequencing, spatial transcriptomics, and immunostaining to provide an unprecedented view of the pathogenesis of chronic HS, characterizing the main cellular players and defining their interactions. We found a striking layering of the chronic HS infiltrate and identified the contribution of 2 fibroblast subtypes (SFRP4+ and CXCL13+) in orchestrating this compartmentalized immune response. We further demonstrated the central role of the Hippo pathway in promoting extensive fibrosis in HS and provided preclinical evidence that the profibrotic fibroblast response in HS can be modulated through inhibition of this pathway. These data provide insights into key aspects of HS pathogenesis with broad therapeutic implications.
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Affiliation(s)
| | - Feiyang Ma
- Division of Rheumatology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Pei-Suen Tsou
- Division of Rheumatology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | | | - Mehrnaz Gharaee-Kermani
- Department of Dermatology and
- Division of Rheumatology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Marta Calbet
- Almirall SA, R&D Center, Sant Feliu de Llobregat, Barcelona, Spain
| | | | | | | | - Paul W. Harms
- Department of Dermatology and
- Department of Pathology, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | | | | | | | | | - Cong Wang
- Laboratory for Experimental Immunodermatology, Department of Dermatology, Erasmus University Medical Center, Rotterdam, Netherlands
| | | | | | - Jill Cherry-Bukowiec
- Section of General Surgery, Department of Surgery, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - William D. Brodie
- Division of Rheumatology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Kerstin Wolk
- Interdisciplinary group Molecular Immunopathology, Dermatology/Medical Immunology, Charité – Universitätsmedizin Berlin, Berlin, Germany
| | - Özge Uluçkan
- Almirall SA, R&D Center, Sant Feliu de Llobregat, Barcelona, Spain
| | - Megan N. Mattichak
- Division of Rheumatology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | | | | | - Emanual Maverakis
- Department of Dermatology, University of California, Sacramento, California, USA
| | - Robert Sabat
- Interdisciplinary group Molecular Immunopathology, Dermatology/Medical Immunology, Charité – Universitätsmedizin Berlin, Berlin, Germany
| | - J. Michelle Kahlenberg
- Department of Dermatology and
- Division of Rheumatology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Michigan, USA
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6
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Patrick MT, Sreeskandarajan S, Shefler A, Wasikowski R, Sarkar MK, Chen J, Qin T, Billi AC, Kahlenberg JM, Prens E, Hovnanian A, Weidinger S, Elder JT, Kuo CC, Gudjonsson JE, Tsoi LC. Large-scale functional inference for skin-expressing lncRNAs using expression and sequence information. JCI Insight 2023; 8:e172956. [PMID: 38131377 PMCID: PMC10807743 DOI: 10.1172/jci.insight.172956] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Accepted: 11/08/2023] [Indexed: 12/23/2023] Open
Abstract
Long noncoding RNAs (lncRNAs) regulate the expression of protein-coding genes and have been shown to play important roles in inflammatory skin diseases. However, we still have limited understanding of the functional impact of lncRNAs in skin, partly due to their tissue specificity and lower expression levels compared with protein-coding genes. We compiled a comprehensive list of 18,517 lncRNAs from different sources and studied their expression profiles in 834 RNA-Seq samples from multiple inflammatory skin conditions and cytokine-stimulated keratinocytes. Applying a balanced random forest to predict involvement in biological functions, we achieved a median AUROC of 0.79 in 10-fold cross-validation, identifying significant DNA binding domains (DBDs) for 39 lncRNAs. G18244, a skin-expressing lncRNA predicted for IL-4/IL-13 signaling in keratinocytes, was highly correlated in expression with F13A1, a protein-coding gene involved in macrophage regulation, and we further identified a significant DBD in F13A1 for G18244. Reflecting clinical implications, AC090198.1 (predicted for IL-17 pathway) and AC005332.6 (predicted for IFN-γ pathway) had significant negative correlation with the SCORAD metric for atopic dermatitis. We also utilized single-cell RNA and spatial sequencing data to validate cell type specificity. Our research demonstrates lncRNAs have important immunological roles and can help prioritize their impact on inflammatory skin diseases.
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Affiliation(s)
- Matthew T. Patrick
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Sutharzan Sreeskandarajan
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
- Center for Autoimmune Genomics and Etiology (CAGE), Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
| | - Alanna Shefler
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Rachael Wasikowski
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Mrinal K. Sarkar
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Jiahan Chen
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
- College of Sciences, North Carolina State University, Raleigh, North Carolina, USA
| | - Tingting Qin
- Department of Computational Medicine & Bioinformatics and
| | - Allison C. Billi
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - J. Michelle Kahlenberg
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Errol Prens
- Department of Dermatology, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Alain Hovnanian
- Laboratory of Genetic Skin Diseases, Imagine Institute, Paris, France
| | - Stephan Weidinger
- Department of Dermatology and Allergy, University Medical Center Schleswig-Holstein, Kiel, Germany
| | - James T. Elder
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
- Ann Arbor Veterans Affairs Hospital, Ann Arbor, Michigan, USA
| | - Chao-Chung Kuo
- Institute for Computational Genomics, Joint Research Center for Computational Biomedicine, RWTH Aachen University, Aachen, Germany
| | - Johann E. Gudjonsson
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Lam C. Tsoi
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
- Department of Computational Medicine & Bioinformatics and
- Department of Biostatistics, University of Michigan, Ann Arbor, Michigan, USA
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7
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Zhang H, Patrick MT, Tejasvi T, Sarkar MK, Wasikowski R, Stuart PE, Li Q, Xing X, Voorhees JJ, Ward NL, He K, Zhou X, Gudjonsson JE, Nair RP, Elder JT, Tsoi LC. Retrospective pharmacogenetic study of psoriasis highlights the role of KLK7 in tumour necrosis factor signalling. Br J Dermatol 2023; 190:70-79. [PMID: 37672660 PMCID: PMC10733628 DOI: 10.1093/bjd/ljad332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 08/29/2023] [Accepted: 09/01/2023] [Indexed: 09/08/2023]
Abstract
BACKGROUND Multiple treatment options are available for the management of psoriasis, but clinical response varies among individual patients and no biomarkers are available to facilitate treatment selection for improved patient outcomes. OBJECTIVES To utilize retrospective data to conduct a pharmacogenetic study to explore the potential genetic pathways associated with drug response in the treatment of psoriasis. METHODS We conducted a retrospective pharmacogenetic study using self-evaluated treatment response from 1942 genotyped patients with psoriasis. We examined 6 502 658 genetic markers to model their associations with response to six treatment options using linear regression, adjusting for cohort variables and demographic features. We further utilized an integrative approach incorporating epigenomics, transcriptomics and a longitudinal clinical cohort to provide biological implications for the topmost signals associated with drug response. RESULTS Two novel markers were revealed to be associated with treatment response: rs1991820 (P = 1.30 × 10-6) for anti-tumour necrosis factor (TNF) biologics; and rs62264137 (P = 2.94 × 10-6) for methotrexate, which was also associated with cutaneous mRNA expression levels of two known psoriasis-related genes KLK7 (P = 1.0 × 10-12) and CD200 (P = 5.4 × 10-6). We demonstrated that KLK7 expression was increased in the psoriatic epidermis, as shown by immunohistochemistry, as well as single-cell RNA sequencing, and its responsiveness to anti-TNF treatment was highlighted. By inhibiting the expression of KLK7, we further illustrated that keratinocytes have decreased proinflammatory responses to TNF. CONCLUSIONS Our study implicates the genetic regulation of cytokine responses in predicting clinical drug response and supports the association between pharmacogenetic loci and anti-TNF response, as shown here for KLK7.
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Affiliation(s)
| | | | - Trilokraj Tejasvi
- Department of Dermatology
- Ann Arbor Veterans Affairs Hospital, Ann Arbor, MI, USA
| | | | | | | | | | | | | | - Nicole L Ward
- Department of Dermatology, Vanderbilt University Medical Center, Nashville, TN, USA
| | | | | | - Johann E Gudjonsson
- Department of Dermatology
- Taubman Medical Research Institute, University of Michigan Medical School, Ann Arbor, MI, USA
| | | | - James T Elder
- Department of Dermatology
- Ann Arbor Veterans Affairs Hospital, Ann Arbor, MI, USA
| | - Lam C Tsoi
- Departments of Biostatistics
- Department of Dermatology
- Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA
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Dand N, Stuart PE, Bowes J, Ellinghaus D, Nititham J, Saklatvala JR, Teder-Laving M, Thomas LF, Traks T, Uebe S, Assmann G, Baudry D, Behrens F, Billi AC, Brown MA, Burkhardt H, Capon F, Chung R, Curtis CJ, Duckworth M, Ellinghaus E, FitzGerald O, Gerdes S, Griffiths CEM, Gulliver S, Helliwell P, Ho P, Hoffmann P, Holmen OL, Huang ZM, Hveem K, Jadon D, Köhm M, Kraus C, Lamacchia C, Lee SH, Ma F, Mahil SK, McHugh N, McManus R, Modalsli EH, Nissen MJ, Nöthen M, Oji V, Oksenberg JR, Patrick MT, Perez-White BE, Ramming A, Rech J, Rosen C, Sarkar MK, Schett G, Schmidt B, Tejasvi T, Traupe H, Voorhees JJ, Wacker EM, Warren RB, Wasikowski R, Weidinger S, Wen X, Zhang Z, Barton A, Chandran V, Esko T, Foerster J, Franke A, Gladman DD, Gudjonsson JE, Gulliver W, Hüffmeier U, Kingo K, Kõks S, Liao W, Løset M, Mägi R, Nair RP, Rahman P, Reis A, Smith CH, Di Meglio P, Barker JN, Tsoi LC, Simpson MA, Elder JT. GWAS meta-analysis of psoriasis identifies new susceptibility alleles impacting disease mechanisms and therapeutic targets. medRxiv 2023:2023.10.04.23296543. [PMID: 37873414 PMCID: PMC10593001 DOI: 10.1101/2023.10.04.23296543] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2023]
Abstract
Psoriasis is a common, debilitating immune-mediated skin disease. Genetic studies have identified biological mechanisms of psoriasis risk, including those targeted by effective therapies. However, the genetic liability to psoriasis is not fully explained by variation at robustly identified risk loci. To move towards a saturation map of psoriasis susceptibility we meta-analysed 18 GWAS comprising 36,466 cases and 458,078 controls and identified 109 distinct psoriasis susceptibility loci, including 45 that have not been previously reported. These include susceptibility variants at loci in which the therapeutic targets IL17RA and AHR are encoded, and deleterious coding variants supporting potential new drug targets (including in STAP2, CPVL and POU2F3). We conducted a transcriptome-wide association study to identify regulatory effects of psoriasis susceptibility variants and cross-referenced these against single cell expression profiles in psoriasis-affected skin, highlighting roles for the transcriptional regulation of haematopoietic cell development and epigenetic modulation of interferon signalling in psoriasis pathobiology.
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Affiliation(s)
- Nick Dand
- Department of Medical & Molecular Genetics, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
- Health Data Research UK, London, UK
| | - Philip E Stuart
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - John Bowes
- Centre for Genetics and Genomics Versus Arthritis, The University of Manchester, Manchester, UK
- National Institute for Health and Care Research (NIHR) Manchester Biomedical Research Centre, The University of Manchester, Manchester, UK
| | - David Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Joanne Nititham
- Deparment of Dermatology, University of California San Francisco, San Francisco, CA, USA
| | - Jake R Saklatvala
- Department of Medical & Molecular Genetics, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
| | | | - Laurent F Thomas
- Department of Clinical and Molecular Medicine, NTNU - Norwegian University of Science and Technology, Trondheim, Norway
- K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, NTNU - Norwegian University of Science and Technology, Trondheim, Norway
- BioCore - Bioinformatics Core Facility, NTNU - Norwegian University of Science and Technology, Trondheim, Norway
- Clinic of Laboratory Medicine, St.Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Tanel Traks
- Department of Dermatology and Venereology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
| | - Steffen Uebe
- Institute of Human Genetics, Universitätsklinikum Erlangen, FAU Erlangen-Nürnberg, Erlangen, Germany
| | - Gunter Assmann
- RUB University Hospital JWK Minden, Department of Rheumatology, Minden, Germany
- Jose-Carreras Centrum for Immuno- and Gene Therapy, University of Saarland Medical School, Homburg, Germany
| | - David Baudry
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
| | - Frank Behrens
- Division of Translational Rheumatology, Immunology - Inflammation Medicine, University Hospital, Goethe University, Frankfurt am Main, Germany
- Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Frankfurt am Main, Germany
- Fraunhofer Cluster of Excellence Immune-mediated Diseases CIMD, Frankfurt am Main, Germany
- Division of Rheumatology, University Hospital, Goethe University, Frankfurt am Main, Germany
| | - Allison C Billi
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Matthew A Brown
- Department of Medical & Molecular Genetics, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
- Genomics England, Canary Wharf, London, UK
| | - Harald Burkhardt
- Division of Rheumatology, University Hospital, Goethe University, Frankfurt am Main, Germany
- Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Frankfurt am Main, Germany
- Fraunhofer Cluster of Excellence Immune-mediated Diseases CIMD, Frankfurt am Main, Germany
| | - Francesca Capon
- Department of Medical & Molecular Genetics, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
| | - Raymond Chung
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, Denmark Hill, Camberwell, London, UK
- National Institute for Health and Care Research (NIHR) Biomedical Research Centre, South London and Maudsley Hospital, London, UK
| | - Charles J Curtis
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, Denmark Hill, Camberwell, London, UK
- National Institute for Health and Care Research (NIHR) Biomedical Research Centre, South London and Maudsley Hospital, London, UK
| | - Michael Duckworth
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
| | - Eva Ellinghaus
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Oliver FitzGerald
- UCD School of Medicine and Medical Sciences and Conway Institute of Biomolecular and Biomedical Research, University College Dublin, Ireland
| | - Sascha Gerdes
- Department of Dermatology, Venereology and Allergy, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Christopher E M Griffiths
- Centre for Dermatology Research, University of Manchester, NIHR Manchester Biomedical Research Centre, Manchester, UK
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
- Department of Dermatology, King's College Hospital NHS Foundation Trust, London, UK
| | | | - Philip Helliwell
- National Institute for Health and Care Research (NIHR) Leeds Biomedical Research Centre, Leeds Teaching Hospitals Trust, UK
- Leeds Institute of Rheumatic and Musculoskeletal Disease, University of Leeds, UK
| | - Pauline Ho
- Centre for Genetics and Genomics Versus Arthritis, The University of Manchester, Manchester, UK
- National Institute for Health and Care Research (NIHR) Manchester Biomedical Research Centre, The University of Manchester, Manchester, UK
- The Kellgren Centre for Rheumatology, Manchester University NHS Foundation Trust, Manchester, UK
| | - Per Hoffmann
- Institute of Human Genetics, University of Bonn, School of Medicine & University Hospital Bonn, Bonn, Germany
| | - Oddgeir L Holmen
- HUNT Research Centre, Department of Public Health and Nursing, NTNU - Norwegian University of Science and Technology, Levanger, Norway
- Levanger Hospital, Nord-Trøndelag Hospital Trust, Levanger, Norway
| | - Zhi-Ming Huang
- Deparment of Dermatology, University of California San Francisco, San Francisco, CA, USA
| | - Kristian Hveem
- K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, NTNU - Norwegian University of Science and Technology, Trondheim, Norway
- HUNT Research Centre, Department of Public Health and Nursing, NTNU - Norwegian University of Science and Technology, Levanger, Norway
- Levanger Hospital, Nord-Trøndelag Hospital Trust, Levanger, Norway
| | - Deepak Jadon
- Department of Medicine, University of Cambridge, Cambridge, UK
| | - Michaela Köhm
- Division of Translational Rheumatology, Immunology - Inflammation Medicine, University Hospital, Goethe University, Frankfurt am Main, Germany
- Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, Frankfurt am Main, Germany
- Fraunhofer Cluster of Excellence Immune-mediated Diseases CIMD, Frankfurt am Main, Germany
- Division of Rheumatology, University Hospital, Goethe University, Frankfurt am Main, Germany
| | - Cornelia Kraus
- Institute of Human Genetics, Universitätsklinikum Erlangen, FAU Erlangen-Nürnberg, Erlangen, Germany
| | - Céline Lamacchia
- Division of Rheumatology, Geneva University Hospital, Geneva, Switzerland
| | - Sang Hyuck Lee
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, Denmark Hill, Camberwell, London, UK
- National Institute for Health and Care Research (NIHR) Biomedical Research Centre, South London and Maudsley Hospital, London, UK
| | - Feiyang Ma
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA
| | - Satveer K Mahil
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
- St John's Institute of Dermatology, Guy's and St Thomas' National Health Service (NHS) Foundation Trust, London, UK
| | - Neil McHugh
- Royal National Hospital for Rheumatic Diseases and Dept Pharmacy and Pharmacology, University of Bath, UK
| | - Ross McManus
- Department of Clinical Medicine, Trinity Translational Medicine Institute, Trinity College Dublin, Ireland
| | - Ellen H Modalsli
- Department of Clinical and Molecular Medicine, NTNU - Norwegian University of Science and Technology, Trondheim, Norway
- Department of Dermatology, Clinic of Orthopedy, Rheumatology and Dermatology, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Michael J Nissen
- Division of Rheumatology, Geneva University Hospital, Geneva, Switzerland
| | - Markus Nöthen
- Institute of Human Genetics, University of Bonn, School of Medicine & University Hospital Bonn, Bonn, Germany
| | - Vinzenz Oji
- Department of Dermatology, University of Münster, Münster, Germany
| | - Jorge R Oksenberg
- Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, CA, USA
| | - Matthew T Patrick
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | | | - Andreas Ramming
- Department of Internal Medicine 3, Friedrich-Alexander-University Erlangen-Nürnberg (FAU) and Universitätsklinikum Erlangen, Ulmenweg 18, 91054, Erlangen, Germany
- Deutsches Zentrum Immuntherapie (DZI), Friedrich-Alexander-University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany
| | - Jürgen Rech
- Department of Internal Medicine 3, Friedrich-Alexander-University Erlangen-Nürnberg (FAU) and Universitätsklinikum Erlangen, Ulmenweg 18, 91054, Erlangen, Germany
- Deutsches Zentrum Immuntherapie (DZI), Friedrich-Alexander-University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany
| | - Cheryl Rosen
- Division of Dermatology, Toronto Western Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Mrinal K Sarkar
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Georg Schett
- Department of Internal Medicine 3, Friedrich-Alexander-University Erlangen-Nürnberg (FAU) and Universitätsklinikum Erlangen, Ulmenweg 18, 91054, Erlangen, Germany
- Deutsches Zentrum Immuntherapie (DZI), Friedrich-Alexander-University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany
| | - Börge Schmidt
- Institute of Medical Informatics, Biometry and Epidemiology, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Trilokraj Tejasvi
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
- Ann Arbor Veterans Affairs Hospital, Ann Arbor, MI, USA
| | - Heiko Traupe
- Department of Dermatology, University of Münster, Münster, Germany
| | - John J Voorhees
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Eike Matthias Wacker
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Richard B Warren
- Division of Musculoskeletal and Dermatological Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, UK
- Centre for Dermatology Research, Salford Royal Hospital, Northern Care Alliance NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, M6 8HD, UK
| | - Rachael Wasikowski
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Stephan Weidinger
- Department of Dermatology, Venereology and Allergy, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Xiaoquan Wen
- Department of Biostatistics, Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA
| | - Zhaolin Zhang
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Anne Barton
- Centre for Genetics and Genomics Versus Arthritis, The University of Manchester, Manchester, UK
- National Institute for Health and Care Research (NIHR) Manchester Biomedical Research Centre, The University of Manchester, Manchester, UK
- The Kellgren Centre for Rheumatology, Manchester University NHS Foundation Trust, Manchester, UK
| | - Vinod Chandran
- Schroeder Arthritis Institute, Krembil Research Institute, and Toronto Western Hospital, University Health Network and University of Toronto, Toronto, Ontario, Canada
| | - Tõnu Esko
- Institute of Genomics, University of Tartu, Tartu, Estonia
| | - John Foerster
- College of Medicine, Dentistry, and Nursing, University of Dundee, Dundee, UK
| | - Andre Franke
- Institute of Clinical Molecular Biology, Christian-Albrechts-University of Kiel, Kiel, Germany
| | - Dafna D Gladman
- Schroeder Arthritis Institute, Krembil Research Institute, and Toronto Western Hospital, University Health Network and University of Toronto, Toronto, Ontario, Canada
| | - Johann E Gudjonsson
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Wayne Gulliver
- Newlab Clinical Research Inc, St. John's, NL, Canada
- Department of Dermatology, Discipline of Medicine, Faculty of Medicine, Memorial University of Newfoundland, St. John's, NL, Canada
| | - Ulrike Hüffmeier
- Institute of Human Genetics, Universitätsklinikum Erlangen, FAU Erlangen-Nürnberg, Erlangen, Germany
| | - Külli Kingo
- Department of Dermatology and Venereology, Institute of Clinical Medicine, University of Tartu, Tartu, Estonia
- Dermatology Clinic, Tartu University Hospital, Tartu, Estonia
| | - Sulev Kõks
- Perron Institute for Neurological and Translational Science, Nedlands, WA 6009, Australia
- Centre for Molecular Medicine and Innovative Therapeutics, Health Futures Institute, Murdoch University, Perth, WA 6150, Australia
| | - Wilson Liao
- Deparment of Dermatology, University of California San Francisco, San Francisco, CA, USA
| | - Mari Løset
- K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, NTNU - Norwegian University of Science and Technology, Trondheim, Norway
- Department of Dermatology, Clinic of Orthopedy, Rheumatology and Dermatology, St. Olavs Hospital, Trondheim University Hospital, Trondheim, Norway
| | - Reedik Mägi
- Estonian Genome Centre, Institute of Genomics, University of Tartu, Tartu, Estonia
| | - Rajan P Nair
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Proton Rahman
- Memorial University of Newfoundland, St. John's, NL, Canada
| | - André Reis
- Institute of Human Genetics, Universitätsklinikum Erlangen, FAU Erlangen-Nürnberg, Erlangen, Germany
| | - Catherine H Smith
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
- St John's Institute of Dermatology, Guy's and St Thomas' National Health Service (NHS) Foundation Trust, London, UK
| | - Paola Di Meglio
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
| | - Jonathan N Barker
- St John's Institute of Dermatology, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
- St John's Institute of Dermatology, Guy's and St Thomas' National Health Service (NHS) Foundation Trust, London, UK
| | - Lam C Tsoi
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA
- Department of Biostatistics, Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA
| | - Michael A Simpson
- Department of Medical & Molecular Genetics, School of Basic & Medical Biosciences, Faculty of Life Sciences & Medicine, King's College London, London, UK
| | - James T Elder
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
- Ann Arbor Veterans Affairs Hospital, Ann Arbor, MI, USA
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9
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Zaver SA, Sarkar MK, Egolf S, Zou J, Tiwaa A, Capell BC, Gudjonsson JE, Simpson CL. Targeting SERCA2 in organotypic epidermis reveals MEK inhibition as a therapeutic strategy for Darier disease. JCI Insight 2023; 8:e170739. [PMID: 37561594 PMCID: PMC10561730 DOI: 10.1172/jci.insight.170739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 08/08/2023] [Indexed: 08/12/2023] Open
Abstract
Mutation of the ATP2A2 gene encoding sarco-endoplasmic reticulum calcium ATPase 2 (SERCA2) was linked to Darier disease more than 2 decades ago; however, there remain no targeted therapies for this disorder causing recurrent skin blistering and infections. Since Atp2a2-knockout mice do not phenocopy its pathology, we established a human tissue model of Darier disease to elucidate its pathogenesis and identify potential therapies. Leveraging CRISPR/Cas9, we generated human keratinocytes lacking SERCA2, which replicated features of Darier disease, including weakened intercellular adhesion and defective differentiation in organotypic epidermis. To identify pathogenic drivers downstream of SERCA2 depletion, we performed RNA sequencing and proteomics analysis. SERCA2-deficient keratinocytes lacked desmosomal and cytoskeletal proteins required for epidermal integrity and exhibited excess MAPK signaling, which modulates keratinocyte adhesion and differentiation. Immunostaining patient biopsies substantiated these findings, with lesions showing keratin deficiency, cadherin mislocalization, and ERK hyperphosphorylation. Dampening ERK activity with MEK inhibitors rescued adhesive protein expression and restored keratinocyte sheet integrity despite SERCA2 depletion or chemical inhibition. In sum, coupling multiomic analysis with human organotypic epidermis as a preclinical model, we found that SERCA2 haploinsufficiency disrupts critical adhesive components in keratinocytes via ERK signaling and identified MEK inhibition as a treatment strategy for Darier disease.
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Affiliation(s)
- Shivam A. Zaver
- Division of Dermatology, Department of Medicine, and
- Medical Scientist Training Program, University of Washington, Seattle, Washington, USA
| | - Mrinal K. Sarkar
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Shaun Egolf
- Department of Dermatology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Jonathan Zou
- Department of Dermatology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Afua Tiwaa
- Division of Dermatology, Department of Medicine, and
| | - Brian C. Capell
- Department of Dermatology, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | | | - Cory L. Simpson
- Division of Dermatology, Department of Medicine, and
- Institute for Stem Cell and Regenerative Medicine, University of Washington, Seattle, Washington, USA
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10
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Xing E, Ma F, Wasikowski R, Billi AC, Gharaee-Kermani M, Fox J, Dobry C, Victory A, Sarkar MK, Xing X, Plazyo O, Chen HW, Barber G, Jacobe H, Tsou PS, Modlin RL, Varga J, Kahlenberg JM, Tsoi LC, Gudjonsson JE, Khanna D. Pansclerotic morphea is characterized by IFN-γ responses priming dendritic cell fibroblast crosstalk to promote fibrosis. JCI Insight 2023; 8:e171307. [PMID: 37471168 PMCID: PMC10543736 DOI: 10.1172/jci.insight.171307] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 07/06/2023] [Indexed: 07/22/2023] Open
Abstract
Pansclerotic morphea (PSM) is a rare, devastating disease characterized by extensive soft tissue fibrosis, secondary contractions, and significant morbidity. PSM pathogenesis is unknown, and aggressive immunosuppressive treatments rarely slow disease progression. We aimed to characterize molecular mechanisms driving PSM and to identify therapeutically targetable pathways by performing single-cell and spatial RNA-Seq on 7 healthy controls and on lesional and nonlesional skin biopsies of a patient with PSM 12 months apart. We then validated our findings using immunostaining and in vitro approaches. Fibrotic skin was characterized by prominent type II IFN response, accompanied by infiltrating myeloid cells, B cells, and T cells, which were the main IFN-γ source. We identified unique CXCL9+ fibroblasts enriched in PSM, characterized by increased chemokine expression, including CXCL9, CXCL10, and CCL2. CXCL9+ fibroblasts were related to profibrotic COL8A1+ myofibroblasts, which had enriched TGF-β response. In vitro, TGF-β and IFN-γ synergistically increased CXCL9 and CXCL10 expression, contributing to the perpetuation of IFN-γ responses. Furthermore, cell-to-cell interaction analyses revealed cDC2B DCs as a key communication hub between CXCL9+ fibroblasts and COL8A1+ myofibroblasts. These results define PSM as an inflammation-driven condition centered on type II IFN responses. This work identified key pathogenic circuits between T cells, cDC2Bs, and myofibroblasts, and it suggests that JAK1/2 inhibition is a potential therapeutic option in PSM.
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Affiliation(s)
| | - Feiyang Ma
- Department of Dermatology
- Division of Rheumatology, Department of Internal Medicine; and
| | - Rachael Wasikowski
- Department of Dermatology
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, USA
| | | | | | | | | | - Amanda Victory
- Division of Rheumatology, Department of Internal Medicine; and
| | | | | | | | - Henry W. Chen
- Department of Dermatology, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Grant Barber
- Department of Dermatology, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Heidi Jacobe
- Department of Dermatology, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Pei-Suen Tsou
- Division of Rheumatology, Department of Internal Medicine; and
| | - Robert L. Modlin
- Division of Dermatology, Department of Medicine, UCLA, Los Angeles, California, USA
| | - John Varga
- Division of Rheumatology, Department of Internal Medicine; and
- University of Michigan SSc Program, Ann Arbor, Michigan, USA
| | - J. Michelle Kahlenberg
- Department of Dermatology
- Division of Rheumatology, Department of Internal Medicine; and
- Taubman Institute, Michigan Medicine, Ann Arbor, Michigan, USA
| | - Lam C. Tsoi
- Department of Dermatology
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, USA
| | - Johann E. Gudjonsson
- Department of Dermatology
- Division of Rheumatology, Department of Internal Medicine; and
- Taubman Institute, Michigan Medicine, Ann Arbor, Michigan, USA
| | - Dinesh Khanna
- Division of Rheumatology, Department of Internal Medicine; and
- University of Michigan SSc Program, Ann Arbor, Michigan, USA
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11
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Young KZ, Sarkar MK, Gudjonsson JE. Pathophysiology of generalized pustular psoriasis. Exp Dermatol 2023; 32:1194-1203. [PMID: 36779688 PMCID: PMC10423307 DOI: 10.1111/exd.14768] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 01/25/2023] [Accepted: 02/09/2023] [Indexed: 02/14/2023]
Abstract
Psoriasis is a chronic, immune-mediated skin disease that affects over 3% of adults in the United States. Psoriasis can present in several clinical forms. Of these, generalized pustular psoriasis is an acute, severe form, associated with increased morbidity and mortality. Unlike the more common plaque psoriasis, which is thought to feature dysregulation of the adaptive immune system, generalized pustular psoriasis reflects heightened autoinflammatory responses. Recent advances in genetic and immunological studies highlight a key role of the IL-36 immune axis in the pathogenesis of generalized pustular psoriasis. In this article, we review the psoriatic subtypes and discuss diagnostic criteria of generalized pustular psoriasis, discuss several newly identified genetic variants associated with pustular disease in the skin, and discuss how these mutations shed light on pustular disease mechanisms. Furthermore, we gather insights from recent transcriptomic studies that similarly implicate a pathogenic role of the IL-36 immune axis in generalized pustular psoriasis.
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Affiliation(s)
| | - Mrinal K. Sarkar
- Department of Dermatology, University of Michigan, Ann Arbor, MI
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12
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Ma F, Plazyo O, Billi AC, Tsoi LC, Xing X, Wasikowski R, Gharaee-Kermani M, Hile G, Jiang Y, Harms PW, Xing E, Kirma J, Xi J, Hsu JE, Sarkar MK, Chung Y, Di Domizio J, Gilliet M, Ward NL, Maverakis E, Klechevsky E, Voorhees JJ, Elder JT, Lee JH, Kahlenberg JM, Pellegrini M, Modlin RL, Gudjonsson JE. Single cell and spatial sequencing define processes by which keratinocytes and fibroblasts amplify inflammatory responses in psoriasis. Nat Commun 2023; 14:3455. [PMID: 37308489 PMCID: PMC10261041 DOI: 10.1038/s41467-023-39020-4] [Citation(s) in RCA: 22] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Accepted: 05/26/2023] [Indexed: 06/14/2023] Open
Abstract
The immunopathogenesis of psoriasis, a common chronic inflammatory disease of the skin, is incompletely understood. Here we demonstrate, using a combination of single cell and spatial RNA sequencing, IL-36 dependent amplification of IL-17A and TNF inflammatory responses in the absence of neutrophil proteases, which primarily occur within the supraspinous layer of the psoriatic epidermis. We further show that a subset of SFRP2+ fibroblasts in psoriasis contribute to amplification of the immune network through transition to a pro-inflammatory state. The SFRP2+ fibroblast communication network involves production of CCL13, CCL19 and CXCL12, connected by ligand-receptor interactions to other spatially proximate cell types: CCR2+ myeloid cells, CCR7+ LAMP3+ dendritic cells, and CXCR4 expressed on both CD8+ Tc17 cells and keratinocytes, respectively. The SFRP2+ fibroblasts also express cathepsin S, further amplifying inflammatory responses by activating IL-36G in keratinocytes. These data provide an in-depth view of psoriasis pathogenesis, which expands our understanding of the critical cellular participants to include inflammatory fibroblasts and their cellular interactions.
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Affiliation(s)
- Feiyang Ma
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, 48109, USA
- Department of Dermatology, University of Michigan, Ann Arbor, MI, 48109, USA
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Olesya Plazyo
- Department of Dermatology, 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
| | - Xianying Xing
- Department of Dermatology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Rachael Wasikowski
- Department of Dermatology, University of Michigan, Ann Arbor, MI, 48109, USA
| | | | - Grace Hile
- Department of Dermatology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Yanyun Jiang
- Department of Dermatology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Paul W Harms
- Department of Dermatology, University of Michigan, Ann Arbor, MI, 48109, USA
- Department of Pathology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Enze Xing
- Department of Dermatology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Joseph Kirma
- Department of Dermatology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Jingyue Xi
- Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, MI, 48109, USA
| | - Jer-En Hsu
- Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, MI, 48109, USA
| | - Mrinal K Sarkar
- Department of Dermatology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Yutein Chung
- Department of Dermatology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Jeremy Di Domizio
- Department of Dermatology, University Hospital of Lausanne, 1011, Lausanne, Switzerland
| | - Michel Gilliet
- Department of Dermatology, University Hospital of Lausanne, 1011, Lausanne, Switzerland
| | - Nicole L Ward
- Department of Dermatology, Case Western Reserve University, Cleveland, OH, 44106, USA
| | - Emanual Maverakis
- Department of Dermatology, University of California Davis, Sacramento, CA, USA
| | - Eynav Klechevsky
- Department of Pathology and Immunology, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - John J Voorhees
- Department of Dermatology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - James T Elder
- Department of Dermatology, University of Michigan, Ann Arbor, MI, 48109, USA
- Ann Arbor Veterans Affairs Medical Center, Ann Arbor, MI, 48105, USA
| | - Jun Hee Lee
- Department of Molecular and Integrative Physiology, University of Michigan Medical School, Ann Arbor, MI, 48109, USA
| | - J Michelle Kahlenberg
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, 48109, USA
- Department of Dermatology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Matteo Pellegrini
- Department of Molecular, Cell and Developmental Biology, University of California, Los Angeles, CA, 90095, USA
| | - Robert L Modlin
- Division of Dermatology, Department of Medicine, University of California, Los Angeles, CA, 90095, USA
- Department of Microbiology, Immunology and Molecular Genetics, University of California, Los Angeles, CA, 90095, USA
| | - Johann E Gudjonsson
- Department of Dermatology, University of Michigan, Ann Arbor, MI, 48109, USA.
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13
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Ponde NO, Shoger KE, Khatun MS, Sarkar MK, Dey I, Taylor TC, Cisney RN, Arunkumar SP, Gudjonsson JE, Kolls JK, Gottschalk RA, Gaffen SL. SARS-CoV-2 ORF8 Mediates Signals in Macrophages and Monocytes through MyD88 Independently of the IL-17 Receptor. J Immunol 2023:263849. [PMID: 37265402 DOI: 10.4049/jimmunol.2300110] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Accepted: 05/11/2023] [Indexed: 06/03/2023]
Abstract
SARS-CoV-2 has caused an estimated 7 million deaths worldwide to date. A secreted SARS-CoV-2 accessory protein, known as open reading frame 8 (ORF8), elicits inflammatory pulmonary cytokine responses and is associated with disease severity in COVID-19 patients. Recent reports proposed that ORF8 mediates downstream signals in macrophages and monocytes through the IL-17 receptor complex (IL-17RA, IL-17RC). However, generally IL-17 signals are found to be restricted to the nonhematopoietic compartment, thought to be due to rate-limiting expression of IL-17RC. Accordingly, we revisited the capacity of IL-17 and ORF8 to induce cytokine gene expression in mouse and human macrophages and monocytes. In SARS-CoV-2-infected human and mouse lungs, IL17RC mRNA was undetectable in monocyte/macrophage populations. In cultured mouse and human monocytes and macrophages, ORF8 but not IL-17 led to elevated expression of target cytokines. ORF8-induced signaling was fully preserved in the presence of anti-IL-17RA/RC neutralizing Abs and in Il17ra-/- cells. ORF8 signaling was also operative in Il1r1-/- bone marrow-derived macrophages. However, the TLR/IL-1R family adaptor MyD88, which is dispensable for IL-17R signaling, was required for ORF8 activity yet MyD88 is not required for IL-17 signaling. Thus, we conclude that ORF8 transduces inflammatory signaling in monocytes and macrophages via MyD88 independently of the IL-17R.
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Affiliation(s)
- Nicole O Ponde
- Division of Rheumatology and Clinical Immunology, Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Karsen E Shoger
- Department of Immunology, University of Pittsburgh, Pittsburgh, PA
| | | | - Mrinal K Sarkar
- Department of Dermatology, University of Michigan, Ann Arbor, MI
| | - Ipsita Dey
- Division of Rheumatology and Clinical Immunology, Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Tiffany C Taylor
- Division of Rheumatology and Clinical Immunology, Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Rylee N Cisney
- Division of Rheumatology and Clinical Immunology, Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Samyuktha P Arunkumar
- Division of Rheumatology and Clinical Immunology, Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | | | | | | | - Sarah L Gaffen
- Division of Rheumatology and Clinical Immunology, Department of Medicine, University of Pittsburgh, Pittsburgh, PA
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14
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Sarkar MK, Uppala R, Zeng C, Billi AC, Tsoi LC, Kidder A, Xing X, Perez White BE, Shao S, Plazyo O, Sirobhushanam S, Xing E, Jiang Y, Gallagher KA, Voorhees JJ, Kahlenberg JM, Gudjonsson JE. Keratinocytes sense and eliminate CRISPR DNA through STING/IFN-κ activation and APOBEC3G induction. J Clin Invest 2023; 133:e159393. [PMID: 36928117 PMCID: PMC10145927 DOI: 10.1172/jci159393] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 03/14/2023] [Indexed: 03/18/2023] Open
Abstract
CRISPR/Cas9 has been proposed as a treatment for genetically inherited skin disorders. Here we report that CRISPR transfection activates STING-dependent antiviral responses in keratinocytes, resulting in heightened endogenous interferon (IFN) responses through induction of IFN-κ, leading to decreased plasmid stability secondary to induction of the cytidine deaminase gene APOBEC3G. Notably, CRISPR-generated KO keratinocytes had permanent suppression of IFN-κ and IFN-stimulated gene (ISG) expression, secondary to hypermethylation of the IFNK promoter region by the DNA methyltransferase DNMT3B. JAK inhibition via baricitinib prior to CRISPR transfection increased transfection efficiency, prevented IFNK promoter hypermethylation, and restored normal IFN-κ activity and ISG responses. This work shows that CRISPR-mediated gene correction alters antiviral responses in keratinocytes, has implications for future gene therapies for inherited skin diseases using CRISPR technology, and suggests pharmacologic JAK inhibition as a tool for facilitating and attenuating inadvertent selection effects in CRISPR/Cas9 therapeutic approaches.
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Affiliation(s)
| | - Ranjitha Uppala
- Department of Dermatology, and
- Graduate Program in Immunology, University of Michigan, Ann Arbor, Michigan, USA
| | | | | | | | | | | | | | - Shuai Shao
- Department of Dermatology, and
- Department of Dermatology, Xijing Hospital, Fourth Military Medical University, Xi’an, Shannxi, China
| | | | - Sirisha Sirobhushanam
- Department of Internal Medicine, Division of Rheumatology, University of Michigan, Ann Arbor, Michigan, USA
| | | | - Yanyun Jiang
- Department of Dermatology, and
- Department of Dermatology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Katherine A. Gallagher
- Section of Vascular Surgery, Department of Surgery
- Department of Microbiology and Immunology, and
| | | | - J. Michelle Kahlenberg
- Department of Dermatology, and
- Department of Internal Medicine, Division of Rheumatology, University of Michigan, Ann Arbor, Michigan, USA
- Taubman Medical Research Institute, University of Michigan, Ann Arbor, Michigan, USA
| | - Johann E. Gudjonsson
- Department of Dermatology, and
- Taubman Medical Research Institute, University of Michigan, Ann Arbor, Michigan, USA
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15
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Zaver SA, Sarkar MK, Egolf S, Zou J, Tiwaa A, Capell BC, Gudjonsson JE, Simpson CL. Targeting SERCA2 in organotypic epidermis reveals MEK inhibition as a therapeutic strategy for Darier disease. bioRxiv 2023:2023.03.07.531620. [PMID: 36945477 PMCID: PMC10028894 DOI: 10.1101/2023.03.07.531620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/11/2023]
Abstract
Mutation of the ATP2A2 gene encoding sarco-endoplasmic reticulum calcium ATPase 2 (SERCA2) was linked to Darier disease more than two decades ago; however, there remain no targeted therapies for this disorder causing recurrent skin blistering and infections. Since Atp2a2 knockout mice do not phenocopy its pathology, we established a human tissue model of Darier disease to elucidate its pathogenesis and identify potential therapies. Leveraging CRISPR/Cas9, we generated human keratinocytes lacking SERCA2, which replicated features of Darier disease, including weakened intercellular adhesion and defective differentiation in organotypic epidermis. To identify pathogenic drivers downstream of SERCA2 depletion, we performed RNA sequencing and proteomic analysis. SERCA2-deficient keratinocytes lacked desmosomal and cytoskeletal proteins required for epidermal integrity and exhibited excess MAP kinase signaling, which modulates keratinocyte adhesion and differentiation. Immunostaining patient biopsies substantiated these findings with lesions showing keratin deficiency, cadherin mis-localization, and ERK hyper-phosphorylation. Dampening ERK activity with MEK inhibitors rescued adhesive protein expression and restored keratinocyte sheet integrity despite SERCA2 depletion or chemical inhibition. In sum, coupling multi-omic analysis with human organotypic epidermis as a pre-clinical model, we found that SERCA2 haploinsufficiency disrupts critical adhesive components in keratinocytes via ERK signaling and identified MEK inhibition as a treatment strategy for Darier disease.
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16
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Zhou JY, Sarkar MK, Okamura K, Harris JE, Gudjonsson JE, Fitzgerald KA. Activation of the NLRP1 inflammasome in human keratinocytes by the dsDNA mimetic poly(dA:dT). Proc Natl Acad Sci U S A 2023; 120:e2213777120. [PMID: 36693106 PMCID: PMC9945980 DOI: 10.1073/pnas.2213777120] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
The accrual of cytosolic DNA leads to transcription of type I IFNs, proteolytic maturation of the IL-1 family of cytokines, and pyroptotic cell death. Caspase-1 cleaves pro-IL1β to generate mature bioactive cytokine and gasdermin D which facilitates IL-1 release and pyroptotic cell death. Absent in melanoma-2 (AIM2) is a sensor of dsDNA leading to caspase-1 activation, although in human monocytes, cGAS-STING acting upstream of NLRP3 mediates the dsDNA-activated inflammasome response. In healthy human keratinocytes, AIM2 is not expressed yet caspase-1 is activated by the synthetic dsDNA mimetic poly(dA:dT). Here, we show that this response is not mediated by either AIM2 or the cGAS-STING-NLRP3 pathway and is instead dependent on NLRP1. Poly(dA:dT) is unique in its ability to activate NLRP1, as conventional linear dsDNAs fail to elicit NLRP1 activation. DsRNA was recently shown to activate NLRP1 and prior work has shown that poly(dA:dT) is transcribed into an RNA intermediate that stimulates the RNA sensor RIG-I. However, poly(dA:dT)-dependent RNA intermediates are insufficient to activate NLRP1. Instead, poly(dA:dT) results in oxidative nucleic acid damage and cellular stress, events which activate MAP3 kinases including ZAKα that converge on p38 to activate NLRP1. Collectively, this work defines a new activator of NLRP1, broadening our understanding of sensors that recognize poly(dA:dT) and advances the understanding of the immunostimulatory potential of this potent adjuvant.
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Affiliation(s)
- Jeffrey Y. Zhou
- aDivision of Innate Immunity, Department of Medicine, University of Massachusetts Chan Medical School, Worcester, MA01605
| | - Mrinal K. Sarkar
- bDepartment of Dermatology, University of Michigan, Ann Arbor, MI48109
| | - Ken Okamura
- cDepartment of Dermatology, University of Massachusetts Chan Medical School, Worcester, MA01605
| | - John E. Harris
- cDepartment of Dermatology, University of Massachusetts Chan Medical School, Worcester, MA01605
| | | | - Katherine A. Fitzgerald
- aDivision of Innate Immunity, Department of Medicine, University of Massachusetts Chan Medical School, Worcester, MA01605
- 1To whom correspondence may be addressed.
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17
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Goepfert A, Barske C, Lehmann S, Wirth E, Willemsen J, Gudjonsson JE, Ward NL, Sarkar MK, Hemmig R, Kolbinger F, Rondeau JM. IL-17-induced dimerization of IL-17RA drives the formation of the IL-17 signalosome to potentiate signaling. Cell Rep 2022; 41:111489. [PMID: 36260993 PMCID: PMC9637376 DOI: 10.1016/j.celrep.2022.111489] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Revised: 08/20/2022] [Accepted: 09/21/2022] [Indexed: 11/30/2022] Open
Abstract
Signaling through innate immune receptors such as the Toll-like receptor (TLR)/interleukin-1 receptor (IL-1R) superfamily proceeds via the assembly of large membrane-proximal complexes or “signalosomes.” Although structurally distinct, the IL-17 receptor family triggers cellular responses that are typical of innate immune receptors. The IL-17RA receptor subunit is shared by several members of the IL-17 family. Using a combination of crystallographic, biophysical, and mutational studies, we show that IL-17A, IL-17F, and IL-17A/F induce IL-17RA dimerization. X-ray analysis of the heteromeric IL-17A complex with the extracellular domains of the IL-17RA and IL-17RC receptors reveals that cytokine-induced IL-17RA dimerization leads to the formation of a 2:2:2 hexameric signaling assembly. Furthermore, we demonstrate that the formation of the IL-17 signalosome potentiates IL-17-induced IL-36γ and CXCL1 mRNA expression in human keratinocytes, compared with a dimerization-defective IL-17RA variant. IL-17RA is the shared co-receptor for several IL-17 family members. Goepfert et al. show that IL-17 induces IL-17RA dimerization, which then drives the formation of a 2:2:2 hexameric signaling assembly with IL-17RC. Furthermore, IL-17RA dimerization potentiates IL-17 signaling in immortalized primary human keratinocytes, compared with cells expressing a dimerization-defective IL-17RA variant.
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Affiliation(s)
- Arnaud Goepfert
- Novartis Institutes for BioMedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Carmen Barske
- Novartis Institutes for BioMedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Sylvie Lehmann
- Novartis Institutes for BioMedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Emmanuelle Wirth
- Novartis Institutes for BioMedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Joschka Willemsen
- Novartis Institutes for BioMedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | | | - Nicole L Ward
- Department of Dermatology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Mrinal K Sarkar
- Department of Dermatology, University of Michigan, Ann Arbor, MI, USA
| | - René Hemmig
- Novartis Institutes for BioMedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Frank Kolbinger
- Novartis Institutes for BioMedical Research, Novartis Pharma AG, 4002 Basel, Switzerland
| | - Jean-Michel Rondeau
- Novartis Institutes for BioMedical Research, Novartis Pharma AG, 4002 Basel, Switzerland.
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18
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Tsoi LC, Xing X, Xing E, Wasikowski R, Shao S, Zeng C, Plazyo O, Kirma J, Jiang Y, Billi AC, Sarkar MK, Turnier JL, Uppala R, Smith KM, Helfrich Y, Voorhees JJ, Maverakis E, Modlin RL, Kahlenberg JM, Scott VE, Gudjonsson JE. Noninvasive Tape-Stripping with High-Resolution RNA Profiling Effectively Captures a Preinflammatory State in Nonlesional Psoriatic Skin. J Invest Dermatol 2022; 142:1587-1596.e2. [PMID: 34808239 PMCID: PMC9117571 DOI: 10.1016/j.jid.2021.09.038] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2021] [Revised: 09/06/2021] [Accepted: 09/15/2021] [Indexed: 12/25/2022]
Abstract
Tape stripping is a minimally invasive, nonscarring method that can be utilized to assess gene expression in the skin but is infrequently used given technical constraints. By comparing different tape stripping technologies and full-thickness skin biopsy results of lesional and nonlesional psoriatic skin from the same patients, we demonstrate that tape stripping with optimized high-resolution transcriptomic profiling can be used to effectively assess and characterize inflammatory responses in the skin. Upon comparison with single-cell RNA-sequencing data from psoriatic full-thickness skin biopsies, we illustrate that tape-stripping efficiently captures the transcriptome of the upper layers of the epidermis with sufficient resolution to assess the molecular components of the feed-forward immune amplification pathway in psoriasis. Notably, nonlesional psoriatic skin sampled by tape stripping demonstrates activated, proinflammatory changes when compared to healthy control skin, suggesting a prepsoriatic state, which is not captured on full-thickness skin biopsy transcriptome profiling. This work illustrates an approach to assess inflammatory response in the epidermis by combining noninvasive sampling with high throughput RNA-sequencing, providing a foundation for biomarker discoveries and mechanism of action studies for inflammatory skin conditions.
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Affiliation(s)
- Lam C Tsoi
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA; Department of Computational Medicine & Bioinformatics, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA; Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, Michigan, USA; Center for Statistical Genetics, School of Public Health, University of Michigan, Ann Arbor, Michigan, USA
| | - Xianying Xing
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Enze Xing
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Rachael Wasikowski
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Shuai Shao
- Department of Dermatology, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Chang Zeng
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Olesya Plazyo
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Joseph Kirma
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Yanyung Jiang
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Allison C Billi
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Mrinal K Sarkar
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Jessica L Turnier
- Division of Pediatric Rheumatology, Department of Pediatrics, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Ranjitha Uppala
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | | | - Yolanda Helfrich
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - John J Voorhees
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Emanual Maverakis
- Department of Dermatology, School of Medicine, UC-Davis Medical Center, Sacramento, California, USA
| | - Robert L Modlin
- Divison of Dermatology, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - J Michelle Kahlenberg
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA; Division of Rheumatology, Department of Internal Medicine, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | | | - Johann E Gudjonsson
- Department of Dermatology, Michigan Medicine, University of Michigan, Ann Arbor, Michigan, USA.
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19
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Tsoi LC, Patrick MT, Shuai S, Sarkar MK, Chi S, Ruffino B, Billi AC, Xing X, Uppala R, Zang C, Fullmer J, He Z, Maverakis E, Mehta NN, White BEP, Getsios S, Helfrich Y, Voorhees JJ, Kahlenberg JM, Weidinger S, Gudjonsson JE. Cytokine responses in nonlesional psoriatic skin as clinical predictor to anti-TNF agents. J Allergy Clin Immunol 2022; 149:640-649.e5. [PMID: 34343561 PMCID: PMC9451046 DOI: 10.1016/j.jaci.2021.07.024] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Revised: 06/14/2021] [Accepted: 07/20/2021] [Indexed: 02/03/2023]
Abstract
BACKGROUND A major issue with the current management of psoriasis is our inability to predict treatment response. OBJECTIVE Our aim was to evaluate the ability to use baseline molecular expression profiling to assess treatment outcome for patients with psoriasis. METHODS We conducted a longitudinal study of 46 patients with chronic plaque psoriasis treated with anti-TNF agent etanercept, and molecular profiles were assessed in more than 200 RNA-seq samples. RESULTS We demonstrated correlation between clinical response and molecular changes during the course of the treatment, particularly for genes responding to IL-17A/TNF in keratinocytes. Intriguingly, baseline gene expressions in nonlesional, but not lesional, skin were the best marker of treatment response at week 12. We identified USP18, a known regulator of IFN responses, as positively correlated with Psoriasis Area and Severity Index (PASI) improvement (P = 9.8 × 10-4) and demonstrate its role in regulating IFN/TNF responses in keratinocytes. Consistently, cytokine gene signatures enriched in baseline nonlesional skin expression profiles had strong correlations with PASI improvement. Using this information, we developed a statistical model for predicting PASI75 (ie, 75% of PASI improvement) at week 12, achieving area under the receiver-operating characteristic curve value of 0.75 and up to 80% accurate PASI75 prediction among the top predicted responders. CONCLUSIONS Our results illustrate feasibility of assessing drug response in psoriasis using nonlesional skin and implicate involvement of IFN regulators in anti-TNF responses.
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Affiliation(s)
- Lam C. Tsoi
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA,Department of Computational Medicine & Bioinformatics, University of Michigan, Ann Arbor MI, USA,Department of Biostatistics, Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA,Correspondence should be addressed to: Lam C Tsoi () and Johann E Gudjonsson (), Med Sci I, 1301 E Catherine St, Ann Ann, MI, 48109, USA, Phone number: 734-764-7069
| | - Matthew T. Patrick
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Shao Shuai
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA,Department of Dermatology, Xijing hospital, Fourth Military Medical University, Xi’an, Shannxi, China
| | - Mrinal K. Sarkar
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Sunyi Chi
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA,Department of Biostatistics, Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA
| | - Bethany Ruffino
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Allison C. Billi
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Xianying Xing
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Ranjitha Uppala
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Cheng Zang
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Joseph Fullmer
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Zhi He
- Department of Biostatistics, Center for Statistical Genetics, University of Michigan, Ann Arbor, MI, USA
| | - Emanual Maverakis
- Department of Dermatology, School of Medicine, UC-Davis Medical Center, 2315 Stockton Blvd, Sacramento, CA, 95817, USA
| | - Nehal N. Mehta
- Section of Inflammation and Cardiometabolic Diseases, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD
| | | | - Spiro Getsios
- Department of Dermatology, Northwestern University, Chicago, IL 60611, USA
| | - Yolanda Helfrich
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - John J. Voorhees
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - J. Michelle Kahlenberg
- Divison of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Stephan Weidinger
- Department of Dermatology and Allergy, University Hospital Schleswig-Holstein, Campus Kiel, Kiel, Germany
| | - Johann E Gudjonsson
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, USA,Correspondence should be addressed to: Lam C Tsoi () and Johann E Gudjonsson (), Med Sci I, 1301 E Catherine St, Ann Ann, MI, 48109, USA, Phone number: 734-764-7069
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20
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Shefler A, Patrick MT, Wasikowski R, Chen J, Sarkar MK, Gudjonsson JE, Tsoi LC. Skin-Expressing lncRNAs in Inflammatory Responses. Front Genet 2022; 13:835740. [PMID: 35559048 PMCID: PMC9086234 DOI: 10.3389/fgene.2022.835740] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 03/08/2022] [Indexed: 12/25/2022] Open
Abstract
Long non-coding RNAs (lncRNAs) have attracted attention for their potential roles in modulating keratinocyte differentiation and inflammatory response; however, for many identified skin-expressing lncRNAs, there is no comprehensive characterization regarding their biological roles. In addition, the reported expression profiles for lncRNAs can be ambiguous due to their low-expressing nature. The objective of this review is to utilize large scale genomic data to characterize the prominent skin-expressing lncRNAs, aiming to provide additional insights for their potential roles in the pathology of inflammatory skin of psoriasis and atopic dermatitis by integrating in vitro and in vivo data. We highlighted the different skin-expressing lncRNAs, including H19, which is significantly down-regulated in lesional skin of AD/psoriasis and upon cytokine stimulation in keratinocytes; it is also negatively correlated with CYP1A1 (r = -0.75, p = 8 × 10-73), a gene involved in drug metabolism and skin barrier homeostasis, in keratinocytes. In addition, SPRR2C, a potential regulator that modulates IL-22 stimulation, was upregulated in both atopic dermatitis and psoriasis lesional skin and was also downstream of the IL-17A and IL-17 + TNF signaling in keratinocytes. Using scRNAseq, we further revealed the cell type specificity of lncRNAs, including basal-expressing nature of H19 in the epidermis. Interestingly, instead of having cell type specific expression profile, we found few lncRNAs that are express across different cell types in skin, including MALAT1, NEAT1, and GAS5. While lncRNAs in general have lower expression, our results combining in vitro and in vivo experimental data demonstrate how some of these lncRNAs can play mediator roles in the cytokine-stimulated pathway.
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Affiliation(s)
- Alanna Shefler
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Matthew T. Patrick
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Rachael Wasikowski
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Jiahan Chen
- Department of Biostatistics, University of Michigan, Ann Arbor, MI, United States
| | - Mrinal K. Sarkar
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Johann E. Gudjonsson
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, United States
| | - Lam C. Tsoi
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI, United States
- Department of Biostatistics, University of Michigan, Ann Arbor, MI, United States
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, United States
- *Correspondence: Lam C. Tsoi,
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21
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Shao S, Chen J, Swindell WR, Tsoi LC, Xing X, Ma F, Uppala R, Sarkar MK, Plazyo O, Billi AC, Wasikowski R, Smith KM, Honore P, Scott VE, Maverakis E, Kahlenberg JM, Wang G, Ward NL, Harms PW, Gudjonsson JE. Phospholipase A2 enzymes represent a shared pathogenic pathway in psoriasis and pityriasis rubra pilaris. JCI Insight 2021; 6:e151911. [PMID: 34491907 PMCID: PMC8564909 DOI: 10.1172/jci.insight.151911] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 09/03/2021] [Indexed: 02/02/2023] Open
Abstract
Altered epidermal differentiation along with increased keratinocyte proliferation is a characteristic feature of psoriasis and pityriasis rubra pilaris (PRP). However, despite this large degree of overlapping clinical and histologic features, the molecular signatures these skin disorders share are unknown. Using global transcriptomic profiling, we demonstrate that plaque psoriasis and PRP skin lesions have high overlap, with all differentially expressed genes in PRP relative to normal skin having complete overlap with those in psoriasis. The major common pathway shared between psoriasis and PRP involves the phospholipases PLA2G2F, PLA2G4D, and PLA2G4E, which were found to be primarily expressed in the epidermis. Gene silencing each of the 3 PLA2s led to reduction in immune responses and epidermal thickness both in vitro and in vivo in a mouse model of psoriasis, establishing their proinflammatory roles. Lipidomic analyses demonstrated that PLA2s affect mobilization of a phospholipid-eicosanoid pool, which is altered in psoriatic lesions and functions to promote immune responses in keratinocytes. Taken together, our results highlight the important role of PLA2s as regulators of epidermal barrier homeostasis and inflammation, identify PLA2s as a shared pathogenic mechanism between PRP and psoriasis, and as potential therapeutic targets for both diseases.
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Affiliation(s)
- Shuai Shao
- Department of Dermatology, Xijing Hospital, Fourth Military Medical University, Xi'an, Shannxi, China.,Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Jiaoling Chen
- Department of Dermatology, Xijing Hospital, Fourth Military Medical University, Xi'an, Shannxi, China
| | - William R Swindell
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA.,Department of Internal Medicine, the Jewish Hospital, Cincinnati, Ohio, USA
| | - Lam C Tsoi
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Xianying Xing
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Feiyang Ma
- Department of Dermatology, Department of Medicine, UCLA, Los Angeles, California, USA
| | - Ranjitha Uppala
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Mrinal K Sarkar
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Olesya Plazyo
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Allison C Billi
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Rachael Wasikowski
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | | | - Prisca Honore
- AbbVie Dermatology Discovery, North Chicago, Illinois, USA
| | | | - Emanual Maverakis
- Department of Dermatology, UC Davis School of Medicine, Sacramento, California, USA
| | - J Michelle Kahlenberg
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Gang Wang
- Department of Dermatology, Xijing Hospital, Fourth Military Medical University, Xi'an, Shannxi, China
| | - Nicole L Ward
- Departments of Nutrition and Dermatology, Case Western Reserve University, Cleveland, Ohio, USA
| | - 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
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22
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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: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [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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23
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Billi AC, Ludwig JE, Fritz Y, Rozic R, Swindell WR, Tsoi LC, Gruzska D, Abdollahi-Roodsaz S, Xing X, Diaconu D, Uppala R, Camhi MI, Klenotic PA, Sarkar MK, Husni ME, Scher JU, McDonald C, Kahlenberg JM, Midura RJ, Gudjonsson JE, Ward NL. KLK6 expression in skin induces PAR1-mediated psoriasiform dermatitis and inflammatory joint disease. J Clin Invest 2021; 130:3151-3157. [PMID: 32155135 DOI: 10.1172/jci133159] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2019] [Accepted: 02/27/2020] [Indexed: 12/12/2022] Open
Abstract
Kallikrein-related peptidase 6 (KLK6) is a secreted serine protease hypothesized to promote inflammation via cleavage of protease-activated receptor 1 (PAR1) and PAR2. KLK6 levels are elevated in multiple inflammatory and autoimmune conditions, but no definitive role in pathogenesis has been established. Here, we show that skin-targeted overexpression of KLK6 causes generalized, severe psoriasiform dermatitis with spontaneous development of debilitating psoriatic arthritis-like joint disease. The psoriatic skin and joint phenotypes are reversed by normalization of skin KLK6 levels and attenuated following genetic elimination of PAR1 but not PAR2. Conservation of this regulatory pathway was confirmed in human psoriasis using vorapaxar, an FDA-approved PAR1 antagonist, on explanted lesional skin from patients with psoriasis. Beyond defining a critical role for KLK6/PAR1 signaling in promoting psoriasis, our results demonstrate that KLK6/PAR1-mediated inflammation in the skin alone is sufficient to drive inflammatory joint disease. Further, we identify PAR1 as a promising cytokine-independent target in therapy of psoriasis and psoriatic arthritis.
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Affiliation(s)
- Allison C Billi
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Jessica E Ludwig
- Department of Dermatology and.,Department of Nutrition, Case Western Reserve University, Cleveland, Ohio, USA
| | | | - Richard Rozic
- Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | - William R Swindell
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA.,Heritage College of Osteopathic Medicine, Ohio University, Athens, Ohio, USA.,Department of Internal Medicine, Jewish Hospital, Cincinnati, Ohio, USA
| | - Lam C Tsoi
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA.,Center for Statistical Genetics, Department of Biostatistics, and.,Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, USA
| | - Dennis Gruzska
- Department of Dermatology and.,Department of Nutrition, Case Western Reserve University, Cleveland, Ohio, USA
| | - Shahla Abdollahi-Roodsaz
- Inflammation and Immunology Thematic Center of Excellence, Celgene Corp., Cambridge, Massachusetts, USA
| | - Xianying Xing
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | | | - Ranjitha Uppala
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | | | | | - Mrinal K Sarkar
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - M Elaine Husni
- Department of Rheumatologic and Immunologic Disease, Cleveland Clinic, Cleveland, Ohio, USA
| | - Jose U Scher
- Department of Medicine, New York University, New York, New York, USA
| | - Christine McDonald
- Department of Inflammation and Immunity, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | | | - Ronald J Midura
- Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA
| | | | - Nicole L Ward
- Department of Dermatology and.,Department of Nutrition, Case Western Reserve University, Cleveland, Ohio, USA.,Murdough Family Center for Psoriasis, Cleveland, Ohio, USA
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24
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Simpson CL, Tokito MK, Uppala R, Sarkar MK, Gudjonsson JE, Holzbaur ELF. NIX initiates mitochondrial fragmentation via DRP1 to drive epidermal differentiation. Cell Rep 2021; 34:108689. [PMID: 33535046 PMCID: PMC7888979 DOI: 10.1016/j.celrep.2021.108689] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2020] [Revised: 11/23/2020] [Accepted: 12/30/2020] [Indexed: 12/20/2022] Open
Abstract
The epidermis regenerates continually to maintain a protective barrier at the body’s surface composed of differentiating keratinocytes. Maturation of this stratified tissue requires that keratinocytes undergo wholesale organelle degradation upon reaching the outermost tissue layers to form compacted, anucleate cells. Through live imaging of organotypic cultures of human epidermis, we find that regulated breakdown of mitochondria is critical for epidermal development. Keratinocytes in the upper layers initiate mitochondrial fragmentation, depolarization, and acidification upon upregulating the mitochondrion-tethered autophagy receptor NIX. Depleting NIX compromises epidermal maturation and impairs mitochondrial elimination, whereas ectopic NIX expression accelerates keratinocyte differentiation and induces premature mitochondrial fragmentation via the guanosine triphosphatase (GTPase) DRP1. We further demonstrate that inhibiting DRP1 blocks NIX-mediated mitochondrial breakdown and disrupts epidermal development. Our findings establish mitochondrial degradation as a key step in terminal keratinocyte differentiation and define a pathway operating via the mitophagy receptor NIX in concert with DRP1 to drive epidermal morphogenesis. Using live microscopy of human organotypic epidermis, Simpson et al. demonstrate how keratinocytes degrade their mitochondria in the upper tissue layers during their final stage of differentiation. By upregulating expression of the mitophagy receptor NIX, keratinocytes initiate DRP1- dependent mitochondrial fragmentation, a process critical for epidermal tissue maturation.
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Affiliation(s)
- Cory L Simpson
- Department of Dermatology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Mariko K Tokito
- Department of Physiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Ranjitha Uppala
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA; Graduate Program in Immunology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Mrinal K Sarkar
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA
| | | | - Erika L F Holzbaur
- Department of Physiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
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25
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Abstract
Therapy with antineoplastic agents that inhibit EGFR and MEK is frequently limited by cutaneous adverse reactions, most commonly acne-like eruptions. In this issue of the JCI, Satoh et al. define a mechanism for acneiform skin toxicity wherein EGFR/MEK inhibitors cooperate with the skin commensal Cutibacterium acnes to induce IL-36γ in keratinocytes via the combined actions of Krüppel-like factor 4 and NF-κB transcription factors at the IL-36γ promoter, resulting in neutrophil recruitment. In addition to elucidating why EGFR/MEK inhibitor-induced rashes are often pustular and folliculocentric, this mechanism provides justification for the long-standing practice of management with antibiotic therapy.
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26
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Shao S, Tsoi LC, Sarkar MK, Xing X, Xue K, Uppala R, Berthier CC, Zeng C, Patrick M, Billi AC, Fullmer J, Beamer MA, Perez-White B, Getsios S, Schuler A, Voorhees JJ, Choi S, Harms P, Kahlenberg JM, Gudjonsson JE. IFN-γ enhances cell-mediated cytotoxicity against keratinocytes via JAK2/STAT1 in lichen planus. Sci Transl Med 2020; 11:11/511/eaav7561. [PMID: 31554739 DOI: 10.1126/scitranslmed.aav7561] [Citation(s) in RCA: 70] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2018] [Revised: 01/31/2019] [Accepted: 08/02/2019] [Indexed: 12/20/2022]
Abstract
Lichen planus (LP) is a chronic debilitating inflammatory disease of unknown etiology affecting the skin, nails, and mucosa with no current FDA-approved treatments. It is histologically characterized by dense infiltration of T cells and epidermal keratinocyte apoptosis. Using global transcriptomic profiling of patient skin samples, we demonstrate that LP is characterized by a type II interferon (IFN) inflammatory response. The type II IFN, IFN-γ, is demonstrated to prime keratinocytes and increase their susceptibility to CD8+ T cell-mediated cytotoxic responses through MHC class I induction in a coculture model. We show that this process is dependent on Janus kinase 2 (JAK2) and signal transducer and activator of transcription 1 (STAT1), but not JAK1 or STAT2 signaling. Last, using drug prediction algorithms, we identify JAK inhibitors as promising therapeutic agents in LP and demonstrate that the JAK1/2 inhibitor baricitinib fully protects keratinocytes against cell-mediated cytotoxic responses in vitro. In summary, this work elucidates the role and mechanisms of IFN-γ in LP pathogenesis and provides evidence for the therapeutic use of JAK inhibitors to limit cell-mediated cytotoxicity in patients with LP.
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Affiliation(s)
- Shuai Shao
- Department of Dermatology, Xijing Hospital, Fourth Military Medical University, Xi'an, Shannxi 710032, China.,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
| | - Mrinal K Sarkar
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Xianying Xing
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Ke Xue
- Department of Dermatology, Xijing Hospital, Fourth Military Medical University, Xi'an, Shannxi 710032, China
| | - Ranjitha Uppala
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Celine C Berthier
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI 48109, USA
| | - Chang Zeng
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Matthew Patrick
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Allison C Billi
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Joseph Fullmer
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Maria A Beamer
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA
| | | | - Spiro Getsios
- Department of Dermatology, Northwestern University, Chicago, IL 60611, USA
| | - Andrew Schuler
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA
| | - John J Voorhees
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA
| | - Sung Choi
- Pediatric Hematology/Oncology, Mott Children's Hospital, University of Michigan, Ann Arbor, MI 48109, USA
| | - Paul Harms
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA.,Department of Pathology, University of Michigan Medical School, Ann Arbor, MI 48109, USA
| | - J Michelle Kahlenberg
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI 48109, USA
| | - Johann E Gudjonsson
- Department of Dermatology, University of Michigan, Ann Arbor, MI 48109, USA.
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27
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Kwock JT, Handfield C, Suwanpradid J, Hoang P, McFadden MJ, Labagnara KF, Floyd L, Shannon J, Uppala R, Sarkar MK, Gudjonsson JE, Corcoran DL, Lazear HM, Sempowski G, Horner SM, MacLeod AS. IL-27 signaling activates skin cells to induce innate antiviral proteins and protects against Zika virus infection. Sci Adv 2020; 6:eaay3245. [PMID: 32270034 PMCID: PMC7112749 DOI: 10.1126/sciadv.aay3245] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2019] [Accepted: 01/08/2020] [Indexed: 05/13/2023]
Abstract
In the skin, antiviral proteins and other immune molecules serve as the first line of innate antiviral defense. Here, we identify and characterize the induction of cutaneous innate antiviral proteins in response to IL-27 and its functional role during cutaneous defense against Zika virus infection. Transcriptional and phenotypic profiling of epidermal keratinocytes treated with IL-27 demonstrated activation of antiviral proteins OAS1, OAS2, OASL, and MX1 in the skin of both mice and humans. IL-27-mediated antiviral protein induction was found to occur in a STAT1- and IRF3-dependent but STAT2-independent manner. Moreover, using IL27ra mice, we demonstrate a significant role for IL-27 in inhibiting Zika virus morbidity and mortality following cutaneous, but not intravenous, inoculation. Together, our results demonstrate a critical and previously unrecognized role for IL-27 in cutaneous innate antiviral immunity against Zika virus.
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Affiliation(s)
- Jeffery T. Kwock
- Department of Dermatology, Duke University Medical Center, Durham, NC 27710, USA
| | - Chelsea Handfield
- Department of Dermatology, Duke University Medical Center, Durham, NC 27710, USA
| | - Jutamas Suwanpradid
- Department of Dermatology, Duke University Medical Center, Durham, NC 27710, USA
| | - Peter Hoang
- Department of Dermatology, Duke University Medical Center, Durham, NC 27710, USA
| | - Michael J. McFadden
- Department of Molecular Genetics & Microbiology, Duke University Medical Center, Durham, NC 27710, USA
| | - Kevin F. Labagnara
- Department of Molecular Genetics & Microbiology, Duke University Medical Center, Durham, NC 27710, USA
| | - Lauren Floyd
- Department of Dermatology, Duke University Medical Center, Durham, NC 27710, USA
| | - Jessica Shannon
- Department of Dermatology, Duke University Medical Center, Durham, NC 27710, USA
- Department of Immunology, Duke University Medical Center, Durham, NC 27710, USA
| | - Ranjitha Uppala
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI 48109, USA
| | - Mrinal K. Sarkar
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI 48109, USA
| | - Johann E. Gudjonsson
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI 48109, USA
| | - David L. Corcoran
- Duke Center for Genomic and Computational Biology, Duke University Medical Center, Durham, NC 27710, USA
| | - Helen M. Lazear
- Department of Microbiology and Immunology, University of North Carolina School of Medicine, Chapel Hill, NC 27516, USA
| | - Gregory Sempowski
- Duke Human Vaccine Institute, Duke University School of Medicine, Durham, NC 27710, USA
- Duke Global Health Institute, Duke University School of Medicine, Durham, NC 27705, USA
| | - Stacy M. Horner
- Department of Molecular Genetics & Microbiology, Duke University Medical Center, Durham, NC 27710, USA
| | - Amanda S. MacLeod
- Department of Dermatology, Duke University Medical Center, Durham, NC 27710, USA
- Department of Molecular Genetics & Microbiology, Duke University Medical Center, Durham, NC 27710, USA
- Department of Immunology, Duke University Medical Center, Durham, NC 27710, USA
- Corresponding author.
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28
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Munim IMS, Shewade HD, Jeyashree K, Islam S, Rifat IA, Patwary FK, Begum I, Sarkar MK, Mahmud R, Islam MS, Islam MA. Financial support to the poor for the detection of smear-negative pulmonary and extra-pulmonary TB in Bangladesh. Int J Tuberc Lung Dis 2020; 24:180-188. [PMID: 32127102 DOI: 10.5588/ijtld.19.0021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND: The study was conducted in BRAC-administered areas of the Bangladesh National Tuberculosis (TB) Programme (42 of 64 districts). According to the 2013-2017 financial support scheme, direct costs due to TB diagnosis were reimbursed among economically disadvantaged people with presumptive smear-negative pulmonary (PTB) and extrapulmonary TB (EPTB).OBJECTIVE: To describe the implementation of the scheme and associated changes in case notification.DESIGN: This was a descriptive study involving programme data.RESULTS: Between 2013 and 2017, persons reimbursed reduced from 125 680 to 88 763, and the case detection ratio increased from 18% to 24%. The number of patients with presumptive EPTB who were reimbursed decreased from 5024 to 3484. More than 95% were reimbursed for chest radiograph, fine-needle aspiration cytology and biopsy. However, large numbers of ancillary investigations were also reimbursed. During 2013-2017, the observed national quarterly new smear-negative PTB case notification rates (CNRs) were significantly higher than the forecasted CNRs (based on CNR trends during 2008-2012). New EPTB and all form TB CNRs increased but not significantly.CONCLUSION: Implementation of the financial support scheme was accompanied by a significant improvement in new, smear-negative PTB notification. The absence of a comparison arm was a key limitation, but comparison was not possible as the scheme was implemented in all districts.
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Affiliation(s)
- I M S Munim
- Communicable Disease Programme (TB), BRAC, Dhaka, Bangladesh
| | - H D Shewade
- International Union Against Tuberculosis and Lung Disease (The Union), Paris, France, The Union South-East Asia, New Delhi, Karuna Trust, Bengaluru
| | - K Jeyashree
- Velammal Medical College Hospital and Research Institute, Madurai, India
| | - S Islam
- Communicable Disease Programme (TB), BRAC, Dhaka, Bangladesh
| | - I A Rifat
- Communicable Disease Programme (TB), BRAC, Dhaka, Bangladesh
| | - F K Patwary
- Communicable Disease Programme (TB), BRAC, Dhaka, Bangladesh
| | - I Begum
- Communicable Disease Programme (TB), BRAC, Dhaka, Bangladesh
| | - M K Sarkar
- Communicable Disease Programme (TB), BRAC, Dhaka, Bangladesh
| | - R Mahmud
- Communicable Disease Programme (TB), BRAC, Dhaka, Bangladesh
| | - M S Islam
- National Tuberculosis Control Programme, Ministry of Health and Family Welfare, Dhaka, Bangladesh
| | - M A Islam
- Communicable Disease Programme (TB), BRAC, Dhaka, Bangladesh
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29
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Sirobhushanam S, Parsa N, Reed TJ, Berthier CC, Sarkar MK, Hile GA, Tsoi LC, Banfield J, Dobry C, Horswill AR, Gudjonsson JE, Kahlenberg JM. Staphylococcus aureus Colonization Is Increased on Lupus Skin Lesions and Is Promoted by IFN-Mediated Barrier Disruption. J Invest Dermatol 2019; 140:1066-1074.e4. [PMID: 31877319 DOI: 10.1016/j.jid.2019.11.016] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2019] [Revised: 10/15/2019] [Accepted: 11/04/2019] [Indexed: 12/18/2022]
Abstract
Cutaneous inflammation is recurrent in systemic lupus erythematosus (SLE), yet mechanisms that drive cutaneous inflammation in SLE are not well defined. Type I IFNs are elevated in nonlesional SLE skin and promote inflammatory responses. Staphylococcus aureus, known to induce IFN production, could play a role in cutaneous inflammation in SLE. We show here that active cutaneous lupus erythematosus lesions are highly colonized (∼50%) by S. aureus. To define the impact of IFNs on S. aureus colonization, we examined the effects of type I and type II IFNs on S. aureus adherence and invasion. An increase in adherent S. aureus was observed after exposure to both IFN-α and -γ, whereas IFN-γ appeared to inhibit invasion of S. aureus. Cutaneous lupus erythematosus lesional skin microarray data and RNA sequencing data from SLE keratinocytes identified repression of barrier gene expression, such as filaggrin and loricrin, and SLE keratinocytes exhibited increased S. aureus-binding integrins. These SLE-associated changes could be replicated by IFN treatment of keratinocytes. Further, SLE keratinocytes exhibited increased binding to S. aureus. Together, these data suggest that chronic exposure to IFNs induces barrier disruption that allows for higher S. aureus colonization in SLE skin.
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Affiliation(s)
- Sirisha Sirobhushanam
- Department of Internal Medicine, Division of Rheumatology, University of Michigan, Ann Arbor, Michigan, USA
| | | | - Tamra J Reed
- Department of Internal Medicine, Division of Rheumatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Celine C Berthier
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Mrinal K Sarkar
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Grace A Hile
- Department of Internal Medicine, Division of Rheumatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Lam C Tsoi
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Josh Banfield
- Department of Internal Medicine, Division of Rheumatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Craig Dobry
- Department of Internal Medicine, Division of Rheumatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Alexander R Horswill
- Department of Immunology and Microbiology, Anschutz Medical Campus, University of Colorado, Aurora, Colorado, USA
| | | | - J Michelle Kahlenberg
- Department of Internal Medicine, Division of Rheumatology, University of Michigan, Ann Arbor, Michigan, USA.
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30
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Billi AC, Gharaee-Kermani M, Fullmer J, Tsoi LC, Hill BD, Gruszka D, Ludwig J, Xing X, Estadt S, Wolf SJ, Rizvi SM, Berthier CC, Hodgin JB, Beamer MA, Sarkar MK, Liang Y, Uppala R, Shao S, Zeng C, Harms PW, Verhaegen ME, Voorhees JJ, Wen F, Ward NL, Dlugosz AA, Kahlenberg JM, Gudjonsson JE. The female-biased factor VGLL3 drives cutaneous and systemic autoimmunity. JCI Insight 2019; 4:127291. [PMID: 30996136 PMCID: PMC6538382 DOI: 10.1172/jci.insight.127291] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Accepted: 03/12/2019] [Indexed: 01/18/2023] Open
Abstract
Autoimmune disease is 4 times more common in women than men. This bias is largely unexplained. Female skin is "autoimmunity prone," showing upregulation of many proinflammatory genes, even in healthy women. We previously identified VGLL3 as a putative transcription cofactor enriched in female skin. Here, we demonstrate that skin-directed overexpression of murine VGLL3 causes a severe lupus-like rash and systemic autoimmune disease that involves B cell expansion, autoantibody production, immune complex deposition, and end-organ damage. Excess epidermal VGLL3 drives a proinflammatory gene expression program that overlaps with both female skin and cutaneous lupus. This includes increased B cell-activating factor (BAFF), the only current biologic target in systemic lupus erythematosus (SLE); IFN-κ, a key inflammatory mediator in cutaneous lupus; and CXCL13, a biomarker of early-onset SLE and renal involvement. Our results demonstrate that skin-targeted overexpression of the female-biased factor VGLL3 is sufficient to drive cutaneous and systemic autoimmune disease that is strikingly similar to SLE. This work strongly implicates VGLL3 as a pivotal orchestrator of sex-biased autoimmunity.
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Affiliation(s)
| | | | | | - Lam C. Tsoi
- Department of Dermatology
- A. Alfred Taubman Medical Research Institute
- Department of Biostatistics, Center for Statistical Genetics
- Department of Computational Medicine and Bioinformatics, and
| | - Brett D. Hill
- Department of Chemical Engineering, University of Michigan, Ann Arbor, Michigan, USA
| | - Dennis Gruszka
- Department of Dermatology, Case Western Reserve University, Cleveland, Ohio, USA
| | - Jessica Ludwig
- Department of Dermatology, Case Western Reserve University, Cleveland, Ohio, USA
| | | | - Shannon Estadt
- Division of Rheumatology, Department of Internal Medicine
- Immunology Program
| | - Sonya J. Wolf
- Division of Rheumatology, Department of Internal Medicine
- Immunology Program
| | - Syed Monem Rizvi
- Department of Chemical Engineering, University of Michigan, Ann Arbor, Michigan, USA
| | | | - Jeffrey B. Hodgin
- Department of Pathology, University of Michigan, Ann Arbor, Michigan, USA
| | | | | | | | | | - Shuai Shao
- Department of Dermatology
- Department of Dermatology, Xijing Hospital, Fourth Military Medical University, Xi’an, Shaanxi, China
| | | | - Paul W. Harms
- Department of Dermatology
- Department of Pathology, University of Michigan, Ann Arbor, Michigan, USA
| | | | | | - Fei Wen
- Department of Chemical Engineering, University of Michigan, Ann Arbor, Michigan, USA
| | - Nicole L. Ward
- Department of Dermatology, Case Western Reserve University, Cleveland, Ohio, USA
| | - Andrzej A. Dlugosz
- Department of Dermatology
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, Michigan, USA
| | - J. Michelle Kahlenberg
- Division of Rheumatology, Department of Internal Medicine
- A. Alfred Taubman Medical Research Institute
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31
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Tsoi LC, Hile GA, Berthier CC, Sarkar MK, Reed TJ, Liu J, Uppala R, Patrick M, Raja K, Xing X, Xing E, He K, Gudjonsson JE, Kahlenberg JM. Hypersensitive IFN Responses in Lupus Keratinocytes Reveal Key Mechanistic Determinants in Cutaneous Lupus. J Immunol 2019; 202:2121-2130. [PMID: 30745462 DOI: 10.4049/jimmunol.1800650] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/07/2018] [Accepted: 12/26/2018] [Indexed: 12/15/2022]
Abstract
Systemic lupus erythematosus (SLE) is a complex autoimmune disease in which 70% of patients experience disfiguring skin inflammation (grouped under the rubric of cutaneous lupus erythematosus [CLE]). There are limited treatment options for SLE and no Food and Drug Administration-approved therapies for CLE. Studies have revealed that IFNs are important mediators for SLE and CLE, but the mechanisms by which IFNs lead to disease are still poorly understood. We aimed to investigate how IFN responses in SLE keratinocytes contribute to development of CLE. A cohort of 72 RNA sequencing samples from 14 individuals (seven SLE and seven healthy controls) were analyzed to study the transcriptomic effects of type I and type II IFNs on SLE versus control keratinocytes. In-depth analysis of the IFN responses was conducted. Bioinformatics and functional assays were conducted to provide implications for the change of IFN response. A significant hypersensitive response to IFNs was identified in lupus keratinocytes, including genes (IFIH1, STAT1, and IRF7) encompassed in SLE susceptibility loci. Binding sites for the transcription factor PITX1 were enriched in genes that exhibit IFN-sensitive responses. PITX1 expression was increased in CLE lesions based on immunohistochemistry, and by using small interfering RNA knockdown, we illustrated that PITX1 was required for upregulation of IFN-regulated genes in vitro. SLE patients exhibit increased IFN signatures in their skin secondary to increased production and a robust, skewed IFN response that is regulated by PITX1. Targeting these exaggerated pathways may prove to be beneficial to prevent and treat hyperinflammatory responses in SLE skin.
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Affiliation(s)
- Lam C Tsoi
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI 48109.,Department of Computational Medicine and Bioinformatics, University of Michigan Medical School, Ann Arbor, MI 48109.,Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI 48109
| | - Grace A Hile
- Division of Rheumatology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI 48109
| | - Celine C Berthier
- Division of Nephrology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI 48109; and
| | - Mrinal K Sarkar
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI 48109
| | - Tamra J Reed
- Division of Rheumatology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI 48109
| | - Jianhua Liu
- Division of Rheumatology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI 48109
| | - Ranjitha Uppala
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI 48109
| | - Matthew Patrick
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI 48109
| | - Kalpana Raja
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI 48109
| | - Xianying Xing
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI 48109
| | - Enze Xing
- University of Michigan Medical School, University of Michigan, Ann Arbor, MI 48109
| | - Kevin He
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI 48109
| | - Johann E Gudjonsson
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, MI 48109
| | - J Michelle Kahlenberg
- Division of Rheumatology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI 48109;
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32
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Tsoi LC, Rodriguez E, Degenhardt F, Baurecht H, Wehkamp U, Volks N, Szymczak S, Swindell WR, Sarkar MK, Raja K, Shao S, Patrick M, Gao Y, Uppala R, Perez White BE, Getsios S, Harms PW, Maverakis E, Elder JT, Franke A, Gudjonsson JE, Weidinger S. Atopic Dermatitis Is an IL-13-Dominant Disease with Greater Molecular Heterogeneity Compared to Psoriasis. J Invest Dermatol 2019; 139:1480-1489. [PMID: 30641038 DOI: 10.1016/j.jid.2018.12.018] [Citation(s) in RCA: 249] [Impact Index Per Article: 49.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2018] [Revised: 11/29/2018] [Accepted: 12/05/2018] [Indexed: 02/03/2023]
Abstract
Atopic dermatitis (AD) affects up to 20% of children and adults worldwide. To gain a deeper understanding of the pathophysiology of AD, we conducted a large-scale transcriptomic study of AD with deeply sequenced RNA-sequencing samples using long (126-bp) paired-end reads. In addition to the comparisons against previous transcriptomic studies, we conducted in-depth analysis to obtain a high-resolution view of the global architecture of the AD transcriptome and contrasted it with that of psoriasis from the same cohort. By using 147 RNA samples in total, we found striking correlation between dysregulated genes in lesional psoriasis and lesional AD skin with 81% of AD dysregulated genes being shared with psoriasis. However, we described disease-specific molecular and cellular features, with AD skin showing dominance of IL-13 pathways, but with near undetectable IL-4 expression. We also demonstrated greater disease heterogeneity and larger proportion of dysregulated long noncoding RNAs in AD, and illustrated the translational impact, including skin-type classification and drug-target prediction. This study is by far the largest study comparing the AD and psoriasis transcriptomes using RNA sequencing and demonstrating the shared inflammatory components, as well as specific discordant cytokine signatures of these two skin diseases.
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Affiliation(s)
- Lam C Tsoi
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, Michigan, USA; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, USA; Department of Biostatistics, Center for Statistical Genetics, University of Michigan, Ann Arbor, Michigan, USA
| | - Elke Rodriguez
- Department of Dermatology and Allergy, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Frauke Degenhardt
- Institute of Clinical Molecular Biology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Hansjörg Baurecht
- Department of Dermatology and Allergy, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Ulrike Wehkamp
- Department of Dermatology and Allergy, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Natalie Volks
- Department of Dermatology and Allergy, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Silke Szymczak
- Institute of Medical Informatics and Statistics, Kiel University, Kiel, Germany
| | - William R Swindell
- Heritage College of Osteopathic Medicine, Ohio University, Athens, Ohio, USA
| | - Mrinal K Sarkar
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Kalpana Raja
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Shuai Shao
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Matthew Patrick
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Yilin Gao
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, USA
| | - Ranjitha Uppala
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | | | - Spiro Getsios
- Department of Dermatology, Northwestern University, Chicago, Illinois, USA
| | - Paul W Harms
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, Michigan, USA
| | - Emanual Maverakis
- Department of Dermatology, School of Medicine, UC Davis Medical Center, Sacramento, California, USA
| | - James T Elder
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, Michigan, USA; Ann Arbor Veterans Affairs Hospital, Ann Arbor, Michigan, USA
| | - Andre Franke
- Institute of Clinical Molecular Biology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Johann E Gudjonsson
- Department of Dermatology, University of Michigan Medical School, Ann Arbor, Michigan, USA.
| | - Stephan Weidinger
- Department of Dermatology and Allergy, University Hospital Schleswig-Holstein, Kiel, Germany
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33
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Sarkar MK, Hile GA, Tsoi LC, Xing X, Liu J, Liang Y, Berthier CC, Swindell WR, Patrick MT, Shao S, Tsou PS, Uppala R, Beamer MA, Srivastava A, Bielas SL, Harms PW, Getsios S, Elder JT, Voorhees JJ, Gudjonsson JE, Kahlenberg JM. Photosensitivity and type I IFN responses in cutaneous lupus are driven by epidermal-derived interferon kappa. Ann Rheum Dis 2018; 77:1653-1664. [PMID: 30021804 DOI: 10.1136/annrheumdis-2018-213197] [Citation(s) in RCA: 135] [Impact Index Per Article: 22.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2018] [Revised: 06/01/2018] [Accepted: 07/03/2018] [Indexed: 01/11/2023]
Abstract
OBJECTIVE Skin inflammation and photosensitivity are common in patients with cutaneous lupus erythematosus (CLE) and systemic lupus erythematosus (SLE), yet little is known about the mechanisms that regulate these traits. Here we investigate the role of interferon kappa (IFN-κ) in regulation of type I interferon (IFN) and photosensitive responses and examine its dysregulation in lupus skin. METHODS mRNA expression of type I IFN genes was analysed from microarray data of CLE lesions and healthy control skin. Similar expression in cultured primary keratinocytes, fibroblasts and endothelial cells was analysed via RNA-seq. IFNK knock-out (KO) keratinocytes were generated using CRISPR/Cas9. Keratinocytes stably overexpressing IFN-κ were created via G418 selection of transfected cells. IFN responses were assessed via phosphorylation of STAT1 and STAT2 and qRT-PCR for IFN-regulated genes. Ultraviolet B-mediated apoptosis was analysed via TUNEL staining. In vivo protein expression was assessed via immunofluorescent staining of normal and CLE lesional skin. RESULTS IFNK is one of two type I IFNs significantly increased (1.5-fold change, false discovery rate (FDR) q<0.001) in lesional CLE skin. Gene ontology (GO) analysis showed that type I IFN responses were enriched (FDR=6.8×10-04) in keratinocytes not in fibroblast and endothelial cells, and this epithelial-derived IFN-κ is responsible for maintaining baseline type I IFN responses in healthy skin. Increased levels of IFN-κ, such as seen in SLE, amplify and accelerate responsiveness of epithelia to IFN-α and increase keratinocyte sensitivity to UV irradiation. Notably, KO of IFN-κ or inhibition of IFN signalling with baricitinib abrogates UVB-induced apoptosis. CONCLUSION Collectively, our data identify IFN-κ as a critical IFN in CLE pathology via promotion of enhanced IFN responses and photosensitivity. IFN-κ is a potential novel target for UVB prophylaxis and CLE-directed therapy.
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Affiliation(s)
- Mrinal K Sarkar
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Grace A Hile
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Lam C Tsoi
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA.,Department of Computational Medicine & Bioinformatics, University of Michigan, Ann Arbor, Michigan, USA.,Department of Biostatistics, University of Michigan, Ann Arbor, Michigan, USA
| | - Xianying Xing
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Jianhua Liu
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Yun Liang
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Celine C Berthier
- Division of Nephrology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - William R Swindell
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Matthew T Patrick
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Shuai Shao
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Pei-Suen Tsou
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Ranjitha Uppala
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Maria A Beamer
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Anshika Srivastava
- Department of Human Genetics, University of Michigan, Ann Arbor, Michigan, USA
| | - Stephanie L Bielas
- Department of Human Genetics, University of Michigan, 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
| | - Spiro Getsios
- Department of Dermatology, Northwestern University, Chicago, Illinois, USA
| | - James T Elder
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - John J Voorhees
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | | | - J Michelle Kahlenberg
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
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34
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Sirobhushanam S, Parsa N, Sarkar MK, Gudjonsson JE, Kahlenberg JM. Staphylococcus aureus colonization is influenced by cutaneous interferon production. The Journal of Immunology 2018. [DOI: 10.4049/jimmunol.200.supp.117.9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Abstract
Cutaneous inflammation is a recurrent manifestation of systemic lupus erythematosus (SLE), a severe autoimmune disease, and is triggered upon exposure to ultraviolet B (UVB) light. The exaggerated inflammatory response of SLE epidermis to UVB exposure is thought to be, in part, secondary to chronic exposure to type I interferons (IFN). S. aureus colonization has been found to stimulate cutaneous IFN. Indeed, our analysis of 54 SLE patients swabbed on their chest, nares and any active lesions demonstrated colonization of SLE patients at twice the rate (61%) of normal adult population (~30%). The rate increased further (67%) when active cutaneous lesions were sampled. We have also identified differences in expression of cutaneous IFN production in SLE patients, in particular IFNκ, and thus sought to investigate the role of IFNs in S. aureus adhesion to better define their impact on colonization. Immortalized keratinocytes (NTERTs), were grown to confluence, exposed to 20 mJ/cm2 UVB (310 nm) and 24hrs later exposed to ~107 cells of S. aureus. Following washing, the number of adherent cells were then determined by serial dilution and plating. Our results show that treatment with UVB increased S. aureus adhesion to WT-NTERTs. An increase in adhesion was observed in treatment of WT-NTERTs with 5ng/ml IFNα for 24 hours as well. NTERTs lacking IFNκ (IFNκ KO) unlike WT NTERTs exhibited lower S. aureus adhesion after UVB exposure which was reversed when functional IFNκ was added to growth media. These results suggest that increased IFN production in SLE skin may contribute to enhanced S. aureus colonization in these patients. The impact of S. aureus colonization on SLE skin remains to be determined.
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35
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Tsoi LC, Yang J, Liang Y, Sarkar MK, Xing X, Beamer MA, Aphale A, Raja K, Kozlow JH, Getsios S, Voorhees JJ, Kahlenberg JM, Elder JT, Gudjonsson JE. Transcriptional determinants of individualized inflammatory responses at anatomically separate sites. J Allergy Clin Immunol 2018; 141:805-808. [PMID: 29031600 PMCID: PMC5861732 DOI: 10.1016/j.jaci.2017.07.054] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2017] [Revised: 07/25/2017] [Accepted: 07/31/2017] [Indexed: 12/21/2022]
Affiliation(s)
- Lam C Tsoi
- Department of Dermatology, University of Michigan, Ann Arbor, Mich; Department of Computational Medicine & Bioinformatics, University of Michigan, Ann Arbor, Mich; Department of Biostatistics, University of Michigan, Ann Arbor, Mich
| | - Jingjing Yang
- Department of Biostatistics, University of Michigan, Ann Arbor, Mich
| | - Yun Liang
- Department of Dermatology, University of Michigan, Ann Arbor, Mich
| | - Mrinal K Sarkar
- Department of Dermatology, University of Michigan, Ann Arbor, Mich
| | - Xianying Xing
- Department of Dermatology, University of Michigan, Ann Arbor, Mich
| | - Maria A Beamer
- Department of Dermatology, University of Michigan, Ann Arbor, Mich
| | - Abhishek Aphale
- Department of Dermatology, University of Michigan, Ann Arbor, Mich
| | - Kalpana Raja
- Department of Dermatology, University of Michigan, Ann Arbor, Mich
| | - Jeffrey H Kozlow
- Department of Plastic Surgery, University of Michigan, Ann Arbor, Mich
| | - Spiro Getsios
- Dermatology Therapy Area Unit, Discovery & Preclinical Development, GlaxoSmithKine, Collegeville, Pa
| | - John J Voorhees
- Department of Dermatology, University of Michigan, Ann Arbor, Mich
| | - J Michelle Kahlenberg
- Division of Rheumatology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, Mich
| | - James T Elder
- Department of Dermatology, University of Michigan, Ann Arbor, Mich
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36
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Swindell WR, Beamer MA, Sarkar MK, Loftus S, Fullmer J, Xing X, Ward NL, Tsoi LC, Kahlenberg MJ, Liang Y, Gudjonsson JE. RNA-Seq Analysis of IL-1B and IL-36 Responses in Epidermal Keratinocytes Identifies a Shared MyD88-Dependent Gene Signature. Front Immunol 2018; 9:80. [PMID: 29434599 PMCID: PMC5796909 DOI: 10.3389/fimmu.2018.00080] [Citation(s) in RCA: 70] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2017] [Accepted: 01/11/2018] [Indexed: 12/14/2022] Open
Abstract
IL-36 cytokines have recently emerged as mediators of inflammation in autoimmune conditions including psoriasis vulgaris (PsV) and generalized pustular psoriasis (GPP). This study used RNA-seq to profile the transcriptome of primary epidermal keratinocytes (KCs) treated with IL-1B, IL-36A, IL-36B, or IL-36G. We identified some early IL-1B-specific responses (8 h posttreatment), but nearly all late IL-1B responses were replicated by IL-36 cytokines (24 h posttreatment). Type I and II interferon genes exhibited time-dependent response patterns, with early induction (8 h) followed by no response or repression (24 h). Altogether, we identified 225 differentially expressed genes (DEGs) with shared responses to all 4 cytokines at both time points (8 and 24 h). These involved upregulation of ligands (IL1A, IL1B, and IL36G) and activating proteases (CTSS) but also upregulation of inhibitors such as IL1RN and IL36RN. Shared IL-1B/IL-36 DEGs overlapped significantly with genes altered in PsV and GPP skin lesions, as well as genes near GWAS loci linked to autoimmune and autoinflammatory diseases (e.g., PsV, psoriatic arthritis, inflammatory bowel disease, and primary biliary cholangitis). Inactivation of MyD88 adapter protein using CRISPR/Cas9 completely abolished expression responses of such DEGs to IL-1B and IL-36G stimulation. These results provide a global view of IL-1B and IL-36 expression responses in epidermal KCs with fine-scale characterization of time-dependent and cytokine-specific response patterns. Our findings support an important role for IL-1B and IL-36 in autoimmune or autoinflammatory conditions and show that MyD88 adaptor protein mediates shared IL-1B/IL-36 responses.
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Affiliation(s)
- William R Swindell
- Heritage College of Osteopathic Medicine, Ohio University, Athens, OH, United States
| | - Maria A Beamer
- Department of Dermatology, University of Michigan, Ann Arbor, MI, United States
| | - Mrinal K Sarkar
- Department of Dermatology, University of Michigan, Ann Arbor, MI, United States
| | - Shannon Loftus
- Department of Dermatology, University of Michigan, Ann Arbor, MI, United States
| | - Joseph Fullmer
- Department of Dermatology, University of Michigan, Ann Arbor, MI, United States
| | - Xianying Xing
- Department of Dermatology, University of Michigan, Ann Arbor, MI, United States
| | - Nicole L Ward
- Department of Dermatology, Case Western Reserve University, Cleveland, OH, United States
| | - Lam C Tsoi
- Department of Dermatology, University of Michigan, Ann Arbor, MI, United States
| | - Michelle J Kahlenberg
- Department of Internal Medicine, Division of Rheumatology, University of Michigan, Ann Arbor, MI, United States
| | - Yun Liang
- Department of Dermatology, University of Michigan, Ann Arbor, MI, United States
| | - Johann E Gudjonsson
- Department of Dermatology, University of Michigan, Ann Arbor, MI, United States
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Swindell WR, Sarkar MK, Liang Y, Xing X, Baliwag J, Elder JT, Johnston A, Ward NL, Gudjonsson JE. RNA-seq identifies a diminished differentiation gene signature in primary monolayer keratinocytes grown from lesional and uninvolved psoriatic skin. Sci Rep 2017; 7:18045. [PMID: 29273799 PMCID: PMC5741737 DOI: 10.1038/s41598-017-18404-9] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2017] [Accepted: 12/11/2017] [Indexed: 02/08/2023] Open
Abstract
Keratinocyte (KC) hyper-proliferation and epidermal thickening are characteristic features of psoriasis lesions, but the specific contributions of KCs to plaque formation are not fully understood. This study used RNA-seq to investigate the transcriptome of primary monolayer KC cultures grown from lesional (PP) and non-lesional (PN) biopsies of psoriasis patients and control subjects (NN). Whole skin biopsies from the same subjects were evaluated concurrently. RNA-seq analysis of whole skin identified a larger number of psoriasis-increased differentially expressed genes (DEGs), but analysis of KC cultures identified more PP- and PN-decreased DEGs. These latter DEG sets overlapped more strongly with genes near loci identified by psoriasis genome-wide association studies and were enriched for genes associated with epidermal differentiation. Consistent with this, the frequency of AP-1 motifs was elevated in regions upstream of PN-KC-decreased DEGs. A subset of these genes belonged to the same co-expression module, mapped to the epidermal differentiation complex, and exhibited differentiation-dependent expression. These findings demonstrate a decreased differentiation gene signature in PP/PN-KCs that had not been identified by pre-genomic studies of patient-derived monolayers. This may reflect intrinsic defects limiting psoriatic KC differentiation capacity, which may contribute to compromised barrier function in normal-appearing uninvolved psoriatic skin.
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Affiliation(s)
- William R Swindell
- Ohio University, Heritage College of Osteopathic Medicine, Athens, OH, 45701, USA. .,University of Michigan, Department of Dermatology, Ann Arbor, MI, 48109-2200, USA.
| | - Mrinal K Sarkar
- University of Michigan, Department of Dermatology, Ann Arbor, MI, 48109-2200, USA
| | - Yun Liang
- University of Michigan, Department of Dermatology, Ann Arbor, MI, 48109-2200, USA
| | - Xianying Xing
- University of Michigan, Department of Dermatology, Ann Arbor, MI, 48109-2200, USA
| | - Jaymie Baliwag
- University of Michigan, Department of Dermatology, Ann Arbor, MI, 48109-2200, USA
| | - James T Elder
- University of Michigan, Department of Dermatology, Ann Arbor, MI, 48109-2200, USA
| | - Andrew Johnston
- University of Michigan, Department of Dermatology, Ann Arbor, MI, 48109-2200, USA
| | - Nicole L Ward
- Department of Dermatology, Case Western Reserve University, 10900 Euclid Ave, Cleveland, OH, 44106, USA.,The Murdough Family Center for Psoriasis, Case Western Reserve University, Cleveland, OH, USA
| | - Johann E Gudjonsson
- University of Michigan, Department of Dermatology, Ann Arbor, MI, 48109-2200, USA
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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: 70] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [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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Rahman K, Gupta R, Singh MK, Sarkar MK, Gupta A, Nityanand S. The triple-negative (CD34-/HLA-DR-/CD11b-) profile rapidly and specifically identifies an acute promyelocytic leukemia. Int J Lab Hematol 2017; 40:144-151. [PMID: 28984423 DOI: 10.1111/ijlh.12754] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2016] [Accepted: 09/04/2017] [Indexed: 11/30/2022]
Abstract
INTRODUCTION The genetic testing to confirm or rule out an acute promyelocytic leukemia (APL) typically takes a minimum of 24-72 hours. Flow cytometric immunophenotyping (FCI) on the other hand provides rapid and objective information to differentiate APL from non-APL. METHODS FCI features, with single-tube 8-color combination using CD45, CD34, HAL-DR, CD11b, CD13, CD33, and CD117 and CD64, were compared for the 30 consecutive APL and 30 non-APL acute myeloid leukemia (AML) cases which morphologically mimicked an APL. The diagnosis was confirmed by cytogenetic or molecular genetic testing in the form of t (15:17) (q22; q21)/variant translocations or PML-RARA fusion transcript analysis. RESULTS The APL cells lacked CD34, HLA-DR, and CD11b in 90%, 90%, and 93.3% cases, respectively. Myeloid antigens such as CD33, CD13, CD117, and CD64 were expressed in 96.7%, 96.7%, 76.7%, and 70% cases, respectively. The dual negative profiles, CD34-/HLA-DR- or HLA-DR-/CD11b-, were noted in 90% and 93.3% cases. The triple-negative (CD34-/HLA-DR-/CD11b-) profile was noted in 90% of the cases. The sensitivity, specificity, and positive predictive value (PPV) of CD34-/HLA-DR- and HLA-DR-/CD11b- profiles for the diagnosis of APL were found to be 90%, 80% & 81.1% and 93.3%, 86.7%& 87.5%, respectively. Combining the above two profiles resulted in a triple-negative profile (CD34-, HLA-DR- and CD11b-), which had a better specificity (93.3%) and positive predictive value (93.1%), with similar sensitivity. CONCLUSION FCI is a rapid and reliable modality for the diagnosis of an APL. The triple-negative profile (CD34-/HLA-DR-/CD11b-) rapidly and specifically identifies an APL case.
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Affiliation(s)
- K Rahman
- Department of Hematology, SGPGI, Lucknow, India
| | - R Gupta
- Department of Hematology, SGPGI, Lucknow, India
| | - M K Singh
- Department of Hematology, SGPGI, Lucknow, India
| | - M K Sarkar
- Department of Hematology, SGPGI, Lucknow, India
| | - A Gupta
- Department of Hematology, SGPGI, Lucknow, India
| | - S Nityanand
- Department of Hematology, SGPGI, Lucknow, India
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40
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Liang Y, Sarkar MK, Tsoi LC, Gudjonsson JE. Psoriasis: a mixed autoimmune and autoinflammatory disease. Curr Opin Immunol 2017; 49:1-8. [PMID: 28738209 DOI: 10.1016/j.coi.2017.07.007] [Citation(s) in RCA: 130] [Impact Index Per Article: 18.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2017] [Accepted: 07/07/2017] [Indexed: 11/16/2022]
Abstract
In recent years marked progress has been made in our understanding of the critical biologic and immunologic pathways involved in psoriasis. Genetic studies have demonstrated that susceptibility to psoriasis involves components of both the adaptive and innate immune system and not surprisingly activation of both of these arms of the immune system is found in psoriatic skin. While adaptive immune responses predominate in chronic plaque psoriasis, innate and autoinflammatory responses dominate in pustular forms of psoriasis, with other clinical subtypes extending on a spectrum between plaque and pustular psoriasis. This makes psoriasis a unique disease where both autoimmune and autoinflammatory responses co-exist, with the balance between the two being critical in shaping its clinical presentation.
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Affiliation(s)
- Yun Liang
- Department of Dermatology, University of Michigan, 1910 Taubman Center, 1500 E. Medical Center Drive, Ann Arbor, MI 48109, USA
| | - Mrinal K Sarkar
- Department of Dermatology, University of Michigan, 1910 Taubman Center, 1500 E. Medical Center Drive, Ann Arbor, MI 48109, USA
| | - Lam C Tsoi
- Department of Dermatology, University of Michigan, 1910 Taubman Center, 1500 E. Medical Center Drive, Ann Arbor, MI 48109, USA; Department of Computational Medicine & Bioinformatics, University of Michigan, Ann Arbor, MI 48109, USA; Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI 48109, USA
| | - Johann E Gudjonsson
- Department of Dermatology, University of Michigan, 1910 Taubman Center, 1500 E. Medical Center Drive, Ann Arbor, MI 48109, USA.
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41
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Johnston A, Sarkar MK, Vrana A, Tsoi LC, Gudjonsson JE. The Molecular Revolution in Cutaneous Biology: The Era of Global Transcriptional Analysis. J Invest Dermatol 2017; 137:e87-e91. [DOI: 10.1016/j.jid.2016.02.817] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2015] [Revised: 12/12/2015] [Accepted: 02/01/2016] [Indexed: 10/19/2022]
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Swindell WR, Michaels KA, Sutter AJ, Diaconu D, Fritz Y, Xing X, Sarkar MK, Liang Y, Tsoi A, Gudjonsson JE, Ward NL. Imiquimod has strain-dependent effects in mice and does not uniquely model human psoriasis. Genome Med 2017; 9:24. [PMID: 28279190 PMCID: PMC5345243 DOI: 10.1186/s13073-017-0415-3] [Citation(s) in RCA: 87] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2016] [Accepted: 02/22/2017] [Indexed: 12/26/2022] Open
Abstract
Background Imiquimod (IMQ) produces a cutaneous phenotype in mice frequently studied as an acute model of human psoriasis. Whether this phenotype depends on strain or sex has never been systematically investigated on a large scale. Such effects, however, could lead to conflicts among studies, while further impacting study outcomes and efforts to translate research findings. Methods RNA-seq was used to evaluate the psoriasiform phenotype elicited by 6 days of Aldara (5% IMQ) treatment in both sexes of seven mouse strains (C57BL/6 J (B6), BALB/cJ, CD1, DBA/1 J, FVB/NJ, 129X1/SvJ, and MOLF/EiJ). Results In most strains, IMQ altered gene expression in a manner consistent with human psoriasis, partly due to innate immune activation and decreased homeostatic gene expression. The response of MOLF males was aberrant, however, with decreased expression of differentiation-associated genes (elevated in other strains). Key aspects of the IMQ response differed between the two most commonly studied strains (BALB/c and B6). Compared with BALB/c, the B6 phenotype showed increased expression of genes associated with DNA replication, IL-17A stimulation, and activated CD8+ T cells, but decreased expression of genes associated with interferon signaling and CD4+ T cells. Although IMQ-induced expression shifts mirrored psoriasis, responses in BALB/c, 129/SvJ, DBA, and MOLF mice were more consistent with other human skin conditions (e.g., wounds or infections). IMQ responses in B6 mice were most consistent with human psoriasis and best replicated expression patterns specific to psoriasis lesions. Conclusions These findings demonstrate strain-dependent aspects of IMQ dermatitis in mice. We have shown that IMQ does not uniquely model psoriasis but in fact triggers a core set of pathways active in diverse skin diseases. Nonetheless, our findings suggest that B6 mice provide a better background than other strains for modeling psoriasis disease mechanisms. Electronic supplementary material The online version of this article (doi:10.1186/s13073-017-0415-3) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- William R Swindell
- Ohio University, Heritage College of Osteopathic Medicine, Athens, OH, 45701-2979, USA. .,Department of Dermatology, University of Michigan, Ann Arbor, MI, 48109-2200, USA.
| | - Kellie A Michaels
- Department of Dermatology, Case Western Reserve University, 10900 Euclid Ave, Cleveland, OH, 44106, USA
| | - Andrew J Sutter
- Department of Dermatology, Case Western Reserve University, 10900 Euclid Ave, Cleveland, OH, 44106, USA
| | - Doina Diaconu
- Department of Dermatology, Case Western Reserve University, 10900 Euclid Ave, Cleveland, OH, 44106, USA
| | - Yi Fritz
- Department of Dermatology, Case Western Reserve University, 10900 Euclid Ave, Cleveland, OH, 44106, USA
| | - Xianying Xing
- Department of Dermatology, University of Michigan, Ann Arbor, MI, 48109-2200, USA
| | - Mrinal K Sarkar
- Department of Dermatology, University of Michigan, Ann Arbor, MI, 48109-2200, USA
| | - Yun Liang
- Department of Dermatology, University of Michigan, Ann Arbor, MI, 48109-2200, USA
| | - Alex Tsoi
- Department of Dermatology, University of Michigan, Ann Arbor, MI, 48109-2200, USA
| | - Johann E Gudjonsson
- Department of Dermatology, University of Michigan, Ann Arbor, MI, 48109-2200, USA
| | - Nicole L Ward
- Department of Dermatology, Case Western Reserve University, 10900 Euclid Ave, Cleveland, OH, 44106, USA.,The Murdough Family Center for Psoriasis, Case Western Reserve University, Cleveland, OH, USA
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Sarkar MK, Kaplan N, Tsoi LC, Xing X, Liang Y, Swindell WR, Hoover P, Aravind M, Baida G, Clark M, Voorhees JJ, Nair RP, Elder JT, Budunova I, Getsios S, Gudjonsson JE. Endogenous Glucocorticoid Deficiency in Psoriasis Promotes Inflammation and Abnormal Differentiation. J Invest Dermatol 2017; 137:1474-1483. [PMID: 28259685 DOI: 10.1016/j.jid.2017.02.972] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2016] [Revised: 01/19/2017] [Accepted: 02/07/2017] [Indexed: 01/11/2023]
Abstract
The factors involved in maintaining a localized inflammatory state in psoriatic skin remain poorly understood. Here, we demonstrate through metabolomic and transcriptomic profiling marked suppression of glucocorticoid biosynthesis in the epidermis of psoriatic skin leading to localized deficiency of cortisol. Utilizing a 3D human epidermis model, we demonstrate that glucocorticoid biosynthesis is suppressed by proinflammatory cytokines and that glucocorticoid deficiency promotes inflammatory responses in keratinocytes. Finally, we show in vitro and in vivo that treatment with topical glucocorticoids leads to rapid restoration of glucocorticoid biosynthesis gene expression coincident with normalization of epidermal differentiation and suppression of inflammatory responses. Taken together, our data suggest that localized glucocorticoid deficiency in psoriatic skin interferes with epidermal differentiation and promotes a sustained and localized inflammatory response. This may shed new light on the mechanism of action of topical steroids, and demonstrates the critical role of endogenous steroid in maintaining both inflammatory and differentiation homeostasis in the epidermis.
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Affiliation(s)
- Mrinal K Sarkar
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Nihal Kaplan
- Department of Dermatology, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA
| | - Lam C Tsoi
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, USA; Department of Biostatistics, University of Michigan, Ann Arbor, Michigan, USA
| | - Xianying Xing
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Yun Liang
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - William R Swindell
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Paul Hoover
- Department of Dermatology, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA
| | - Maya Aravind
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Gleb Baida
- Department of Dermatology, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA
| | - Matthew Clark
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - John J Voorhees
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Rajan P Nair
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - James T Elder
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Irina Budunova
- Department of Dermatology, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA
| | - Spiro Getsios
- Department of Dermatology, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA
| | - Johann E Gudjonsson
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA.
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Stannard JN, Reed TJ, Myers E, Lowe L, Sarkar MK, Xing X, Gudjonsson JE, Kahlenberg JM. Lupus Skin Is Primed for IL-6 Inflammatory Responses through a Keratinocyte-Mediated Autocrine Type I Interferon Loop. J Invest Dermatol 2017; 137:115-122. [PMID: 27646883 PMCID: PMC5183476 DOI: 10.1016/j.jid.2016.09.008] [Citation(s) in RCA: 68] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2016] [Revised: 08/18/2016] [Accepted: 09/06/2016] [Indexed: 01/18/2023]
Abstract
Cutaneous lupus erythematosus is a disfiguring and common manifestation in systemic lupus erythematosus, and the etiology of this predisposition for cutaneous inflammation is unknown. Here, we sought to examine the keratinocyte as an important source of IL-6 and define the mechanism for its increased production in cutaneous lupus erythematosus. Evaluation of discoid and subacute cutaneous lupus erythematosus lesions showed significant epidermal up-regulation of IL-6 compared with control via real-time PCR and immunohistochemistry. Keratinocytes from unaffected skin of lupus patients produced significantly more IL-6 compared with healthy control subjects after exposure to toll-like receptor 2, 3, or 4 agonists or exposure to UVB radiation. Pretreatment with type I interferons (IFN-α and IFN-κ) increased IL-6 production by control keratinocytes, and type I IFN blockade decreased IL-6 secretion by lupus keratinocytes. Secretion of keratinocyte-specific IFN-κ was significantly increased after toll-like receptor 2 and UVB treatment in lupus keratinocytes, and neutralization of IFN-κ decreased IL-6 production by lupus keratinocytes. Thus, lupus keratinocytes are primed for IL-6 hyperproduction in a type I IFN-dependent manner. Increased production of IFN-κ by lupus keratinocytes drives this response, indicating that IFN-κ may play a pathogenic role in cutaneous lupus erythematosus and serve as a target for treatment.
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Affiliation(s)
- Jasmine N Stannard
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA; Division of Rheumatology, Department of Pediatrics, University of Michigan, Ann Arbor, Michigan, USA
| | - Tamra J Reed
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Emily Myers
- Division of Rheumatology, Department of Medicine, MedStar Georgetown University Hospital, Washington, District of Columbia, USA
| | - Lori Lowe
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA; Department of Pathology, University of Michigan, Ann Arbor, Michigan USA
| | - Mrinal K Sarkar
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Xianying Xing
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | | | - J Michelle Kahlenberg
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA.
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45
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Liang Y, Tsoi LC, Xing X, Beamer MA, Swindell WR, Sarkar MK, Berthier CC, Stuart PE, Harms PW, Nair RP, Elder JT, Voorhees JJ, Kahlenberg JM, Gudjonsson JE. A gene network regulated by the transcription factor VGLL3 as a promoter of sex-biased autoimmune diseases. Nat Immunol 2016; 18:152-160. [PMID: 27992404 PMCID: PMC5289297 DOI: 10.1038/ni.3643] [Citation(s) in RCA: 77] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2016] [Accepted: 11/22/2016] [Indexed: 12/12/2022]
Abstract
Autoimmune diseases affect 7.5% of the US population, and they are among the leading causes of death and disability. A notable feature of many autoimmune diseases is their greater prevalence in females than in males, but the underlying mechanisms of this have remained unclear. Through the use of high-resolution global transcriptome analyses, we demonstrated a female-biased molecular signature associated with susceptibility to autoimmune disease and linked this to extensive sex-dependent co-expression networks. This signature was independent of biological age and sex-hormone regulation and was regulated by the transcription factor VGLL3, which also had a strong female-biased expression. On a genome-wide level, VGLL3-regulated genes had a strong association with multiple autoimmune diseases, including lupus, scleroderma and Sjögren's syndrome, and had a prominent transcriptomic overlap with inflammatory processes in cutaneous lupus. These results identified a VGLL3-regulated network as a previously unknown inflammatory pathway that promotes female-biased autoimmunity. They demonstrate the importance of studying immunological processes in females and males separately and suggest new avenues for therapeutic development.
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Affiliation(s)
- Yun Liang
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Lam C Tsoi
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA.,Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, USA.,Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, Michigan, USA
| | - Xianying Xing
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Maria A Beamer
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - William R Swindell
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Mrinal K Sarkar
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Celine C Berthier
- Department of Internal Medicine, Division of Nephrology, University of Michigan, Ann Arbor, Michigan, USA
| | - Philip E Stuart
- Department of Dermatology, University of Michigan, 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
| | - Rajan P Nair
- 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
| | - John J Voorhees
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - J Michelle Kahlenberg
- Department of Internal Medicine, Division of Rheumatology, University of Michigan, Ann Arbor, Michigan, USA
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46
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Liang Y, Xing X, Beamer MA, Swindell WR, Sarkar MK, Roberts LW, Voorhees JJ, Kahlenberg JM, Harms PW, Johnston A, Gudjonsson JE. Six-transmembrane epithelial antigens of the prostate comprise a novel inflammatory nexus in patients with pustular skin disorders. J Allergy Clin Immunol 2016; 139:1217-1227. [PMID: 27884600 DOI: 10.1016/j.jaci.2016.10.021] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2016] [Revised: 08/23/2016] [Accepted: 10/12/2016] [Indexed: 10/20/2022]
Abstract
BACKGROUND Pustular skin disorders are a category of difficult-to-treat and potentially life-threatening conditions that involve the appearance of neutrophil-rich pustules. The molecular basis of most pustular skin conditions has remained unknown. OBJECTIVE We sought to investigate the molecular basis of 3 pustular skin disorders: generalized pustular psoriasis (GPP), palmoplantar pustulosis (PPP), and acute generalized exanthematous pustulosis (AGEP). METHODS Microarray analyses were performed to profile genome-wide gene expression of skin biopsy specimens obtained from patients with GPP, PPP, or AGEP and healthy control subjects. Functional enrichment, gene network, and k-means clustering analyses were used to identify molecular pathways dysregulated in patients with these disorders. Immunohistochemistry and immunofluorescence were used to determine protein localization. Quantitative RT-PCR and ELISA were used to determine transcript and secreted cytokine levels. Small interfering RNA was used to decrease transcript levels. RESULTS Molecules and pathways related to neutrophil chemotaxis emerged as common alterations in patients with GPP, PPP, and AGEP, which is consistent with the pustular phenotypes. Expression of two 6-transmembrane epithelial antigens of the prostate (STEAP) proteins, STEAP1 and STEAP4, was increased in patients' skin and colocalized with IL-36γ around neutrophilic pustules. STEAP1/4 expression clustered with and positively correlated with that of IL-1, the IL-36 family proteins, and CXCL1/8. STEAP4 expression was activated by cytokines and suppressed by inhibition of mitogen-activated protein kinase kinase 1/2, whereas STEAP1 expression appeared less prone to such dynamic regulation. Importantly, STEAP1/4 knockdown resulted in impaired induction of a broad spectrum of proinflammatory cytokines, including IL-1, IL-36, and the neutrophil chemotaxins CXCL1 and CXCL8. STEAP1/4 knockdown also reduced the ability of keratinocytes to induce neutrophil chemotaxis. CONCLUSION Transcriptomic changes in 3 pustular skin disorders, GPP, PPP, and AGEP, converged on neutrophil chemotaxis and diapedesis and cytokines known to drive neutrophil-rich inflammatory processes, including IL-1 and members of the IL-36 family. STEAP1 and STEAP4 positively regulate the induction of proinflammatory neutrophil-activating cytokines.
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Affiliation(s)
- Yun Liang
- Department of Dermatology, University of Michigan, Ann Arbor, Mich
| | - Xianying Xing
- Department of Dermatology, University of Michigan, Ann Arbor, Mich
| | - Maria A Beamer
- Department of Dermatology, University of Michigan, Ann Arbor, Mich
| | | | - Mrinal K Sarkar
- Department of Dermatology, University of Michigan, Ann Arbor, Mich
| | | | - John J Voorhees
- Department of Dermatology, University of Michigan, Ann Arbor, Mich
| | - J Michelle Kahlenberg
- Department of Internal Medicine, Division of Rheumatology, 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
| | - Andrew Johnston
- Department of Dermatology, University of Michigan, Ann Arbor, Mich
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47
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Xing X, Liang Y, Sarkar MK, Wolterink L, Swindell WR, Voorhees JJ, Harms PW, Kahlenberg JM, Johnston A, Gudjonsson JE. IL-17 Responses Are the Dominant Inflammatory Signal Linking Inverse, Erythrodermic, and Chronic Plaque Psoriasis. J Invest Dermatol 2016; 136:2498-2501. [PMID: 27448749 DOI: 10.1016/j.jid.2016.07.008] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2016] [Revised: 06/23/2016] [Accepted: 07/10/2016] [Indexed: 12/30/2022]
Affiliation(s)
- Xianying Xing
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Yun Liang
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Mrinal K Sarkar
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Liza Wolterink
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - William R Swindell
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - John J Voorhees
- Department of Dermatology, University of Michigan, 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
| | - Joanne M Kahlenberg
- Department of Internal Medicine, Division of Rheumatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Andrew Johnston
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA
| | - Johann E Gudjonsson
- Department of Dermatology, University of Michigan, Ann Arbor, Michigan, USA.
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48
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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: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [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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49
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Sarkar MK, Gayen S, Kumar S, Maclary E, Buttigieg E, Hinten M, Kumari A, Harris C, Sado T, Kalantry S. An Xist-activating antisense RNA required for X-chromosome inactivation. Nat Commun 2015; 6:8564. [PMID: 26477563 PMCID: PMC4616153 DOI: 10.1038/ncomms9564] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2015] [Accepted: 09/07/2015] [Indexed: 01/06/2023] Open
Abstract
The transcriptional imbalance due to the difference in the number of X chromosomes between male and female mammals is remedied through X-chromosome inactivation, the epigenetic transcriptional silencing of one of the two X chromosomes in females. The X-linked Xist long non-coding RNA functions as an X inactivation master regulator; Xist is selectively upregulated from the prospective inactive X chromosome and is required in cis for X inactivation. Here we discover an Xist antisense long non-coding RNA, XistAR (XistActivating RNA), which is encoded within exon 1 of the mouse Xist gene and is transcribed only from the inactive X chromosome. Selective truncation of XistAR, while sparing the overlapping Xist RNA, leads to a deficiency in Xist RNA expression in cis during the initiation of X inactivation. Thus, the Xist gene carries within its coding sequence an antisense RNA that drives Xist expression. The X-chromosome linked long non-coding RNA, Xist, is a master regulator of the X inactivation. Here, the authors report that XistAR, an Xist anti-sense long non-coding RNA encoded within the mouse Xist gene and transcribed only from the inactive X chromosome, regulates Xist expression.
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Affiliation(s)
- Mrinal K Sarkar
- Department of Human Genetics, University of Michigan Medical School, Ann Arbor, Michigan 48109, USA
| | - Srimonta Gayen
- Department of Human Genetics, University of Michigan Medical School, Ann Arbor, Michigan 48109, USA
| | - Surinder Kumar
- Department of Human Genetics, University of Michigan Medical School, Ann Arbor, Michigan 48109, USA
| | - Emily Maclary
- Department of Human Genetics, University of Michigan Medical School, Ann Arbor, Michigan 48109, USA
| | - Emily Buttigieg
- Department of Human Genetics, University of Michigan Medical School, Ann Arbor, Michigan 48109, USA
| | - Michael Hinten
- Department of Human Genetics, University of Michigan Medical School, Ann Arbor, Michigan 48109, USA
| | - Archana Kumari
- Department of Human Genetics, University of Michigan Medical School, Ann Arbor, Michigan 48109, USA
| | - Clair Harris
- Department of Human Genetics, University of Michigan Medical School, Ann Arbor, Michigan 48109, USA
| | - Takashi Sado
- Department of Advanced Bioscience, Graduate School of Agriculture, Kinki University, 3327-204 Nakamachi, Nara 631-8505, Japan
| | - Sundeep Kalantry
- Department of Human Genetics, University of Michigan Medical School, Ann Arbor, Michigan 48109, USA
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50
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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: 71] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [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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