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Gertel S, Rokach M, Polachek A, Levartovsky D, Broyde A, Furer V, Dovrat TO, Wollman J, Pel S, Neufeld Y, Elkayam O. Ex vivo cell-based assay for assessment of response to TNF inhibitors in patients with rheumatic diseases. Rheumatology (Oxford) 2025; 64:2233-2241. [PMID: 38796682 DOI: 10.1093/rheumatology/keae309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 05/08/2024] [Accepted: 05/15/2024] [Indexed: 05/28/2024] Open
Abstract
OBJECTIVE There are five TNF inhibitors (TNFis), whose structure and signalling differ. An individual patient with a rheumatic disease may respond to one TNFi but not to another. In addition, 30-40% of patients with rheumatic diseases may respond inadequately to TNFis. The downstream signalling of the various TNFis may determine their clinical efficacy. Several reports have shown that the different TNFis exhibited differential effects on Th17 cells. We analysed the effects of the various TNFis on IL-17A expression in peripheral blood mononuclear cells (PBMCs) of patients with rheumatic diseases, in order to evaluate the possibility of predicting responses in an ex vivo setting. METHODS PBMCs were co-cultured with the various TNFis or medium (control), and IL-17A mRNA levels were analysed by quantitative PCR. IL-17A expression levels in response to four TNFis (not including certolizumab pegol) were compared with that of the control. The IL-17A expression level as determined by the assay was correlated with the clinical response. The assay sensitivity and specificity for distinguishing responders from non-responders was calculated by receiver-operating characteristic (ROC) analysis. RESULTS The results of the assay for a retrospective cohort of patients with rheumatic diseases (n = 82) correlated with their therapeutic responses to the various TNFis with 89.5% accuracy. Our results indicated that the assay predicted the responses of a prospective cohort (n = 54) to specific TNFis with 79% accuracy. CONCLUSION This functional assay could assist in predicting the odds for response to TNFi therapy, indicating whether a given patient is likely to respond to a specific TNFi.
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Affiliation(s)
- Smadar Gertel
- Department of Rheumatology, Tel Aviv Sourasky Medical Center, Affiliated with the Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - May Rokach
- Department of Rheumatology, Tel Aviv Sourasky Medical Center, Affiliated with the Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Ari Polachek
- Department of Rheumatology, Tel Aviv Sourasky Medical Center, Affiliated with the Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - David Levartovsky
- Department of Rheumatology, Tel Aviv Sourasky Medical Center, Affiliated with the Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Adi Broyde
- Department of Rheumatology, Tel Aviv Sourasky Medical Center, Affiliated with the Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Victoria Furer
- Department of Rheumatology, Tel Aviv Sourasky Medical Center, Affiliated with the Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Tali Ofir Dovrat
- Department of Rheumatology, Tel Aviv Sourasky Medical Center, Affiliated with the Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Jonathan Wollman
- Department of Rheumatology, Tel Aviv Sourasky Medical Center, Affiliated with the Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Sara Pel
- Department of Rheumatology, Tel Aviv Sourasky Medical Center, Affiliated with the Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Yoram Neufeld
- Department of Rheumatology, Tel Aviv Sourasky Medical Center, Affiliated with the Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Ori Elkayam
- Department of Rheumatology, Tel Aviv Sourasky Medical Center, Affiliated with the Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
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Morgner B, Werz O, Wiegand C, Tittelbach J. Bilayered skin equivalent mimicking psoriasis as predictive tool for preclinical treatment studies. Commun Biol 2024; 7:1529. [PMID: 39558145 PMCID: PMC11574237 DOI: 10.1038/s42003-024-07226-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Accepted: 11/07/2024] [Indexed: 11/20/2024] Open
Abstract
Psoriasis is a prevalent, inflammatory skin disease without cure. Further research is required to unravel dysregulated processes and develop new therapeutic interventions. The lack of suitable in vivo and in vitro preclinical models is an impediment in the psoriasis research. Recently, the development of 3D skin models has progressed including replicas with disease-like features. To investigate the use of in vitro models as preclinical test tools, the study focused on treatment responses of 3D skin replicas. Cytokine-priming of skin organoids induced psoriatic features like inflammation, antimicrobial peptides (AMP), hyperproliferation and impaired differentiation. Topical application of dexamethasone (DEX) or celastrol (CEL), a natural anti-inflammatory compound reduced the secretion of pro-inflammatory cytokines. DEX and CEL decreased the gene expression of inflammatory mediators. DEX barely affected the psoriatic AMP transcription but CEL downregulated psoriasis-driven AMP genes. Subcutaneous application of adalimumab (ADM) or bimekizumab (BMM) showed anti-psoriatic effects via protein induction of the differentiation marker keratin-10. Dual blockage of TNF-α and IL-17A repressed the inflammatory psoriasis phenotype. BMM inhibited the psoriatic expression of AMP genes and induced KRT10 and cell-cell contact genes. The present in vitro model provides a 3D environment with in vivo-like cutaneous responses and represents a promising tool for preclinical investigations.
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Affiliation(s)
- Bianka Morgner
- University Hospital Jena, Department of Dermatology, Friedrich Schiller University Jena, Jena, Germany.
| | - Oliver Werz
- Department of Pharmaceutical/Medicinal Chemistry, Institute of Pharmacy, Friedrich Schiller University Jena, Jena, Germany
| | - Cornelia Wiegand
- University Hospital Jena, Department of Dermatology, Friedrich Schiller University Jena, Jena, Germany
| | - Jörg Tittelbach
- University Hospital Jena, Department of Dermatology, Friedrich Schiller University Jena, Jena, Germany
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Wang S, He H, Mao Y, Zhang Y, Gu N. Advances in Atherosclerosis Theranostics Harnessing Iron Oxide-Based Nanoparticles. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2308298. [PMID: 38368274 PMCID: PMC11077671 DOI: 10.1002/advs.202308298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 02/06/2024] [Indexed: 02/19/2024]
Abstract
Atherosclerosis, a multifaceted chronic inflammatory disease, has a profound impact on cardiovascular health. However, the critical limitations of atherosclerosis management include the delayed detection of advanced stages, the intricate assessment of plaque stability, and the absence of efficacious therapeutic strategies. Nanotheranostic based on nanotechnology offers a novel paradigm for addressing these challenges by amalgamating advanced imaging capabilities with targeted therapeutic interventions. Meanwhile, iron oxide nanoparticles have emerged as compelling candidates for theranostic applications in atherosclerosis due to their magnetic resonance imaging capability and biosafety. This review delineates the current state and prospects of iron oxide nanoparticle-based nanotheranostics in the realm of atherosclerosis, including pivotal aspects of atherosclerosis development, the pertinent targeting strategies involved in disease pathogenesis, and the diagnostic and therapeutic roles of iron oxide nanoparticles. Furthermore, this review provides a comprehensive overview of theranostic nanomedicine approaches employing iron oxide nanoparticles, encompassing chemical therapy, physical stimulation therapy, and biological therapy. Finally, this review proposes and discusses the challenges and prospects associated with translating these innovative strategies into clinically viable anti-atherosclerosis interventions. In conclusion, this review offers new insights into the future of atherosclerosis theranostic, showcasing the remarkable potential of iron oxide-based nanoparticles as versatile tools in the battle against atherosclerosis.
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Affiliation(s)
- Shi Wang
- State Key Laboratory of Digital Medical EngineeringJiangsu Key Laboratory for Biomaterials and DevicesSchool of Biological Sciences & Medical EngineeringSoutheast UniversityNanjing210009P. R. China
| | - Hongliang He
- State Key Laboratory of Digital Medical EngineeringJiangsu Key Laboratory for Biomaterials and DevicesSchool of Biological Sciences & Medical EngineeringSoutheast UniversityNanjing210009P. R. China
| | - Yu Mao
- School of MedicineNanjing UniversityNanjing210093P. R. China
| | - Yu Zhang
- State Key Laboratory of Digital Medical EngineeringJiangsu Key Laboratory for Biomaterials and DevicesSchool of Biological Sciences & Medical EngineeringSoutheast UniversityNanjing210009P. R. China
| | - Ning Gu
- School of MedicineNanjing UniversityNanjing210093P. R. China
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Xue X, Yu J, Li C, Wang F, Guo Y, Li Y, Shi H. Full-Length Transcriptome Sequencing Analysis of Differentially Expressed Genes and Pathways After Treatment of Psoriasis With Oxymatrine. Front Pharmacol 2022; 13:889493. [PMID: 35721124 PMCID: PMC9204044 DOI: 10.3389/fphar.2022.889493] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 05/13/2022] [Indexed: 11/13/2022] Open
Abstract
Psoriasis is a recurrent chronic inflammatory skin disease. Unlike many of the latest psoriasis treatments that only confer limited curative effects and have certain side effects, oxymatrine effectively improves severe plaque psoriasis with mild adverse reactions. Here, we explored the genes and pathways underlying the effects of oxymatrine on psoriasis. Briefly, patients with severe plaque psoriasis were treated with oxymatrine and their lesioned skin samples were sequenced by full-length transcriptomics. Next, the differentially expressed genes (DEGs) in psoriatic lesions were identified and compared in oxymatrine-treated patients and healthy controls, their genes were functionally annotated, and protein–protein interaction network analysis and immunohistochemistry were performed. Both Psoriasis Area and Severity Index (PASI) and Body Surface Area (BSA) scores were recovered significantly from all 16 patients (all p < 0.001). The number of DEGs in patients before and after oxymatrine treatment was 4232, and 4105 DEGs were found between the psoriasis group (before oxymatrine treatment) and the normal control group [p < 0.01, |log2 fold change, (FC)| >1.5]. While most of the DEGs recovered significantly after oxymatrine treatment, only 650 DEGs were observed between the psoriasis group (after oxymatrine treatment) and the normal control group (p < 0.01, |log2FC|> 1.5). Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis showed that 64 pathways were significantly activated after oxymatrine treatment (p < 0.05). Only 12 pathways were statistically significant between after oxymatrine treatment and the normal control group (p < 0 .05). Among all the restored pathways, the improvement of the IL-17 signaling pathway was the most significant (p = 1.18E-06). Gene loci of oxymatrine action was assessed by protein interaction analysis on 205 DEGs that were co-expressed in 5 patients before and after oxymatrine treatment (p < 0.05, FC > 1.5). After oxymatrine treatment, the expression of two mitosis-related genes namely, cyclin dependent kinase 1 (CDK1) and cyclin B1 (CCNB1), that affect cell proliferation recovered significantly. In light of these results, we conclude that oxymatrine likely alters the abnormal expression of some genes and pathways in psoriasis patients. Multipathway and multitarget therapy can greatly ameliorate abnormalities in genes and pathways and effectively treat psoriasis. Importantly, among the DEGs, the proliferation-related genes, such as CDK1 and CCNB1, are likely important targets for treating psoriasis by oxymatrine. We believe that these findings may lead to a new treatment strategy for psoriasis.
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Affiliation(s)
- Xiaoxiao Xue
- Department of Dermatovenereology, The General Hospital of Ningxia Medical University, Yinchuan, China
| | - Jiayu Yu
- Dermatological Department, Wuzhong People's Hospital, Ningxia, China
| | - Cheng Li
- Department of Dermatovenereology, The General Hospital of Ningxia Medical University, Yinchuan, China
| | - Fang Wang
- Department of Dermatovenereology, The General Hospital of Ningxia Medical University, Yinchuan, China
| | - Yatao Guo
- Dermatological Department, Baoji Central Hospital, Shaanxi, China
| | - Yongwen Li
- Department of Dermatovenereology, The General Hospital of Ningxia Medical University, Yinchuan, China
| | - Huijuan Shi
- Department of Dermatovenereology, The General Hospital of Ningxia Medical University, Yinchuan, China
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de Bruyn M, Ringold R, Martens E, Ferrante M, Van Assche G, Opdenakker G, Dukler A, Vermeire S. The Ulcerative Colitis Response Index for Detection of Mucosal Healing in Patients Treated With Anti-tumour Necrosis Factor. J Crohns Colitis 2020; 14:176-184. [PMID: 31628842 DOI: 10.1093/ecco-jcc/jjz125] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
BACKGROUND Surrogate markers that accurately detect mucosal healing [MH] in patients with ulcerative colitis [UC] are urgently needed. Several stool neutrophil-related proteins are currently used as biomarkers for MH. However, the sensitivity and specificity are not sufficient to avoid unnecessary endoscopic evaluations. METHODS Novel serum neutrophil-related markers (neutrophil gelatinase B-associated lipocalin and matrix metalloproteinase-9 [NGAL-MMP-9 complex], cathelicidin LL-37 and chitinase 3-like 1 [CHI3L1]), together with C-reactive protein [CRP] and neutrophil counts were studied. Serum samples were obtained from 176 anti-tumour necrosis factor [anti-TNF]-treated UC patients (145 infliximab [IFX] and 31 adalimumab [ADM]) at baseline and after a median of 9.5 weeks. All patients had active disease prior to treatment (Mayo endoscopic subscore [MES] ≥ 2), and MH was defined as MES ≤ 1. Serum was also obtained from 75 healthy controls. Binary logistic regression analysis was used to generate the Ulcerative Colitis Response Index [UCRI]. The performance of individual markers and UCRI was tested with receiver operating characteristic analysis. RESULTS All neutrophil-related markers were significantly higher in active UC patients compared to healthy controls. In the IFX cohort, CRP, NGAL-MMP-9, CHI3L1 and neutrophil count decreased significantly after treatment and all marker levels were significantly lower in healers compared to non-healers following IFX. In the ADM cohort, CRP, NGAL-MMP-9, CHI3L1 and neutrophil count decreased significantly only in healers. UCRI [including CRP, CHI3L1, neutrophil count and LL-37] accurately detected MH in both IFX-treated (area under the curve [AUC] = 0.83) and ADM-treated [AUC = 0.79] patients. CONCLUSIONS The new UCRI index accurately detects MH after treatment with IFX and ADM. This panel is useful for monitoring MH in UC patients under anti-TNF treatment. PODCAST This article has an associated podcast which can be accessed at https://academic.oup.com/ecco-jcc/pages/podcast.
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Affiliation(s)
- Magali de Bruyn
- Translational Research Centre for GastroIntestinal Disorders (TARGID), Department of Chronic Diseases, Metabolism and Ageing (CHROMETA), KU Leuven, Leuven, Belgium.,Rega Institute for Medical Research, Department of Microbiology and Immunology, KU Leuven, Leuven, Belgium
| | - Randy Ringold
- Kepler Diagnostics, Inc., Simi Valley, California, USA
| | - Erik Martens
- Rega Institute for Medical Research, Department of Microbiology and Immunology, KU Leuven, Leuven, Belgium
| | - Marc Ferrante
- Translational Research Centre for GastroIntestinal Disorders (TARGID), Department of Chronic Diseases, Metabolism and Ageing (CHROMETA), KU Leuven, Leuven, Belgium.,University Hospitals Leuven, Department of Gastroenterology and Hepatology, Leuven, Belgium
| | - Gert Van Assche
- Translational Research Centre for GastroIntestinal Disorders (TARGID), Department of Chronic Diseases, Metabolism and Ageing (CHROMETA), KU Leuven, Leuven, Belgium.,University Hospitals Leuven, Department of Gastroenterology and Hepatology, Leuven, Belgium
| | - Ghislain Opdenakker
- Rega Institute for Medical Research, Department of Microbiology and Immunology, KU Leuven, Leuven, Belgium
| | | | - Séverine Vermeire
- Translational Research Centre for GastroIntestinal Disorders (TARGID), Department of Chronic Diseases, Metabolism and Ageing (CHROMETA), KU Leuven, Leuven, Belgium.,University Hospitals Leuven, Department of Gastroenterology and Hepatology, Leuven, Belgium
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6
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Review-Current Concepts in Inflammatory Skin Diseases Evolved by Transcriptome Analysis: In-Depth Analysis of Atopic Dermatitis and Psoriasis. Int J Mol Sci 2020; 21:ijms21030699. [PMID: 31973112 PMCID: PMC7037913 DOI: 10.3390/ijms21030699] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Revised: 01/14/2020] [Accepted: 01/16/2020] [Indexed: 12/14/2022] Open
Abstract
During the last decades, high-throughput assessment of gene expression in patient tissues using microarray technology or RNA-Seq took center stage in clinical research. Insights into the diversity and frequency of transcripts in healthy and diseased conditions provide valuable information on the cellular status in the respective tissues. Growing with the technique, the bioinformatic analysis toolkit reveals biologically relevant pathways which assist in understanding basic pathophysiological mechanisms. Conventional classification systems of inflammatory skin diseases rely on descriptive assessments by pathologists. In contrast to this, molecular profiling may uncover previously unknown disease classifying features. Thereby, treatments and prognostics of patients may be improved. Furthermore, disease models in basic research in comparison to the human disease can be directly validated. The aim of this article is not only to provide the reader with information on the opportunities of these techniques, but to outline potential pitfalls and technical limitations as well. Major published findings are briefly discussed to provide a broad overview on the current findings in transcriptomics in inflammatory skin diseases.
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7
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Benezeder T, Wolf P. Resolution of plaque-type psoriasis: what is left behind (and reinitiates the disease). Semin Immunopathol 2019; 41:633-644. [PMID: 31673756 PMCID: PMC6881414 DOI: 10.1007/s00281-019-00766-z] [Citation(s) in RCA: 48] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Accepted: 09/27/2019] [Indexed: 12/18/2022]
Abstract
Psoriasis is a chronic inflammatory skin disease that involves numerous types of immune cells and cytokines resulting in an inflammatory feedback loop and hyperproliferation of the epidermis. A more detailed understanding of the underlying pathophysiology has revolutionized anti-psoriatic treatment and led to the development of various new drugs targeting key inflammatory cytokines such as IL-17A and IL-23. Successfully treated psoriatic lesions often resolve completely, leaving nothing visible to the naked eye. However, such lesions tend to recur within months at the exact same body sites. What is left behind at the cellular and molecular levels that potentially reinitiates psoriasis? Here, we elucidate the cellular and molecular “scar” and its imprints left after clinical resolution of psoriasis treated with anti-TNFα, anti-IL-17, or anti-IL-23 antibodies or phototherapy. Hidden cytokine stores and remaining tissue-resident memory T cells (TRMs) might hold the clue for disease recurrence.
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Affiliation(s)
- Theresa Benezeder
- Department of Dermatology, Medical University of Graz, Auenbruggerplatz 8, 8036, Graz, Austria.,Center for Medical Research, Medical University of Graz, Graz, Austria
| | - Peter Wolf
- Department of Dermatology, Medical University of Graz, Auenbruggerplatz 8, 8036, Graz, Austria.
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Tönük ŞB, Yorgancıoğlu ZR. Biomechanical Factors in Psoriatic Disease: Defective Repair Exertion as a Potential Cause. Hypothesis Presentation and Literature Review. ACR Open Rheumatol 2019; 1:452-461. [PMID: 31777825 PMCID: PMC6858026 DOI: 10.1002/acr2.11056] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2018] [Accepted: 06/11/2019] [Indexed: 12/17/2022] Open
Abstract
Joining main clinical manifestations of psoriatic skin disorder are inflammatory arthritis and nail lesions. Repetitive microdamage has been postulated as a main triggering factor in lesions of psoriatic arthritis. This concept of psoriatic disease might also be admissible for triggering nail lesions because the nail is a frequently traumatized structure. Here, we aimed to describe the conjectural injury mechanisms of nail complex with regard to acting biomechanical factors. Tissue repair response to physical microdamage may be altered in psoriatic disease. It is plausible to consider that a defective repair process in the dysregulated prepsoriatic tissue may lead to innate immune activation and further development of autoinflammatory lesions, although excessive inflammation is known to impair wound healing. Recently published data have revealed the importance of mechanosensitive Wingless-type (Wnt) signaling in the pathophysiology of psoriasis and ankylosing spondylitis. The Wnt signaling system is involved in morphogenesis, repair, and regeneration as a biologic process main regulator. Wnt5a seems to be a dominating mediator in both psoriatic plaques and during the spondylitis process that might also be a linking molecule of psoriatic response to mechanical stress. Future studies should focus on complex responsive interactions of tissue repair regulators regarded in psoriatic disease.
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Zeng JH, Lu W, Liang L, Chen G, Lan HH, Liang XY, Zhu X. Prognosis of clear cell renal cell carcinoma (ccRCC) based on a six-lncRNA-based risk score: an investigation based on RNA-sequencing data. J Transl Med 2019; 17:281. [PMID: 31443717 PMCID: PMC6708203 DOI: 10.1186/s12967-019-2032-y] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2019] [Accepted: 08/18/2019] [Indexed: 02/07/2023] Open
Abstract
Background The scientific understanding of long non-coding RNAs (lncRNAs) has improved in recent decades. Nevertheless, there has been little research into the role that lncRNAs play in clear cell renal cell carcinoma (ccRCC). More lncRNAs are assumed to influence the progression of ccRCC via their own molecular mechanisms. Methods This study investigated the prognostic significance of differentially expressed lncRNAs by mining high-throughput lncRNA-sequencing data from The Cancer Genome Atlas (TCGA) containing 13,198 lncRNAs from 539 patients. Differentially expressed lncRNAs were assessed using the R packages edgeR and DESeq. The prognostic significance of lncRNAs was measured using univariate Cox proportional hazards regression. ccRCC patients were then categorized into high- and low-score cohorts based on the cumulative distribution curve inflection point the of risk score, which was generated by the multivariate Cox regression model. Samples from the TCGA dataset were divided into training and validation subsets to verify the prognostic risk model. Bioinformatics methods, gene set enrichment analysis, and protein–protein interaction networks, Gene Ontology, and Kyoto Encyclopedia of Genes and Genomes analyses were subsequently used. Results It was found that the risk score based on 6 novel lncRNAs (CTA-384D8.35, CTD-2263F21.1, LINC01510, RP11-352G9.1, RP11-395B7.2, RP11-426C22.4) exhibited superior prognostic value for ccRCC. Moreover, we categorized the cases into two groups (high-risk and low-risk), and also examined related pathways and genetic differences between them. Kaplan–Meier curves indicated that the median survival time of patients in the high-risk group was 73.5 months, much shorter than that of the low-risk group (112.6 months; P < 0.05). Furthermore, the risk score predicted the 5-year survival of all 539 ccRCC patients (AUC at 5 years, 0.683; concordance index [C-index], 0.853; 95% CI 0.817–0.889). The training set and validation set also showed similar performance (AUC at 5 years, 0.649 and 0.681, respectively; C-index, 0.822 and 0.891; 95% CI 0.774–0.870 and 0.844–0.938). Conclusions The results of this study can be applied to analyzing various prognostic factors, leading to new possibilities for clinical diagnosis and prognosis of ccRCC.
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Affiliation(s)
- Jiang-Hui Zeng
- Department of Clinical Laboratory, The Third Affiliated Hospital of Guangxi Medical University/Nanning Second People's Hospital, 13 Dancun Road, Nanning, 530031, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Wei Lu
- Department of Pathology, The Third Affiliated Hospital of Guangxi Medical University/Nanning Second People's Hospital, 13 Dancun Road, Nanning, 530031, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Liang Liang
- Department of General Surgery, The Second Affiliated Hospital of Guangxi Medical University, 166 Daxuedong Road, Nanning, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Gang Chen
- Department of Pathology, First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, 530021, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Hui-Hua Lan
- Department of Clinical Laboratory, The People's Hospital of Guangxi Zhuang Autonomous Region, 6 Taoyuan Road, Nanning, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Xiu-Yun Liang
- Department of Clinical Laboratory, The Third Affiliated Hospital of Guangxi Medical University/Nanning Second People's Hospital, 13 Dancun Road, Nanning, 530031, Guangxi Zhuang Autonomous Region, People's Republic of China
| | - Xu Zhu
- Department of Clinical Laboratory, The Third Affiliated Hospital of Guangxi Medical University/Nanning Second People's Hospital, 13 Dancun Road, Nanning, 530031, Guangxi Zhuang Autonomous Region, People's Republic of China.
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Ahn R, Yan D, Chang HW, Lee K, Bhattarai S, Huang ZM, Nakamura M, Singh R, Afifi L, Taravati K, Munoz-Sandoval P, Pauli M, Rosenblum MD, Liao W. RNA-seq and flow-cytometry of conventional, scalp, and palmoplantar psoriasis reveal shared and distinct molecular pathways. Sci Rep 2018; 8:11368. [PMID: 30054515 PMCID: PMC6063960 DOI: 10.1038/s41598-018-29472-w] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2018] [Accepted: 07/04/2018] [Indexed: 02/08/2023] Open
Abstract
It has long been recognized that anatomic location is an important feature for defining distinct subtypes of plaque psoriasis. However, little is known about the molecular differences between scalp, palmoplantar, and conventional plaque psoriasis. To investigate the molecular heterogeneity of these psoriasis subtypes, we performed RNA-seq and flow cytometry on skin samples from individuals with scalp, palmoplantar, and conventional plaque psoriasis, along with samples from healthy control patients. We performed differential expression analysis and network analysis using weighted gene coexpression network analysis (WGCNA). Our analysis revealed a core set of 763 differentially expressed genes common to all sub-types of psoriasis. In contrast, we identified 605, 632, and 262 genes uniquely differentially expressed in conventional, scalp, and palmoplantar psoriasis, respectively. WGCNA and pathway analysis revealed biological processes for the core genes as well as subtype-specific genes. Flow cytometry analysis revealed a shared increase in the percentage of CD4+ T regulatory cells in all psoriasis subtypes relative to controls, whereas distinct psoriasis subtypes displayed differences in IL-17A, IFN-gamma, and IL-22 production. This work reveals the molecular heterogeneity of plaque psoriasis and identifies subtype-specific signaling pathways that will aid in the development of therapy that is appropriate for each subtype of plaque psoriasis.
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Affiliation(s)
- Richard Ahn
- Department of Dermatology, University of California, San Francisco, San Francisco, CA, United States.
| | - Di Yan
- Department of Dermatology, University of California, San Francisco, San Francisco, CA, United States
- School of Medicine, Case Western Reserve University, Cleveland, OH, United States
| | - Hsin-Wen Chang
- Department of Dermatology, University of California, San Francisco, San Francisco, CA, United States
| | - Kristina Lee
- Department of Dermatology, University of California, San Francisco, San Francisco, CA, United States
| | - Shrishti Bhattarai
- Department of Dermatology, University of California, San Francisco, San Francisco, CA, United States
| | - Zhi-Ming Huang
- Department of Dermatology, University of California, San Francisco, San Francisco, CA, United States
| | - Mio Nakamura
- Department of Dermatology, University of California, San Francisco, San Francisco, CA, United States
| | - Rasnik Singh
- Department of Dermatology, University of California, San Francisco, San Francisco, CA, United States
| | - Ladan Afifi
- Department of Dermatology, University of California, San Francisco, San Francisco, CA, United States
| | - Keyon Taravati
- Department of Dermatology, University of California, San Francisco, San Francisco, CA, United States
| | - Priscila Munoz-Sandoval
- Department of Dermatology, University of California, San Francisco, San Francisco, CA, United States
| | - Mariela Pauli
- Department of Dermatology, University of California, San Francisco, San Francisco, CA, United States
| | - Michael D Rosenblum
- Department of Dermatology, University of California, San Francisco, San Francisco, CA, United States
| | - Wilson Liao
- Department of Dermatology, University of California, San Francisco, San Francisco, CA, United States
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Shallev L, Kopel E, Feiglin A, Leichner GS, Avni D, Sidi Y, Eisenberg E, Barzilai A, Levanon EY, Greenberger S. Decreased A-to-I RNA editing as a source of keratinocytes' dsRNA in psoriasis. RNA (NEW YORK, N.Y.) 2018; 24:828-840. [PMID: 29592874 PMCID: PMC5959251 DOI: 10.1261/rna.064659.117] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2017] [Accepted: 03/26/2018] [Indexed: 05/30/2023]
Abstract
Recognition of dsRNA molecules activates the MDA5-MAVS pathway and plays a critical role in stimulating type-I interferon responses in psoriasis. However, the source of the dsRNA accumulation in psoriatic keratinocytes remains largely unknown. A-to-I RNA editing is a common co- or post-transcriptional modification that diversifies adenosine in dsRNA, and leads to unwinding of dsRNA structures. Thus, impaired RNA editing activity can result in an increased load of endogenous dsRNAs. Here we provide a transcriptome-wide analysis of RNA editing across dozens of psoriasis patients, and we demonstrate a global editing reduction in psoriatic lesions. In addition to the global alteration, we also detect editing changes in functional recoding sites located in the IGFBP7, COPA, and FLNA genes. Accretion of dsRNA activates autoimmune responses, and therefore the results presented here, linking for the first time an autoimmune disease to reduction in global editing level, are relevant to a wide range of autoimmune diseases.
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Affiliation(s)
- Lea Shallev
- Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Ramat Gan 52900, Israel
| | - Eli Kopel
- Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Ramat Gan 52900, Israel
| | - Ariel Feiglin
- Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Ramat Gan 52900, Israel
| | - Gil S Leichner
- The Department of Dermatology, Sheba Medical Center, Tel Hashomer 52621, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel
| | - Dror Avni
- Department of Medicine C, Sheba Medical Center, Tel Hashomer 52621, Israel
| | - Yechezkel Sidi
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel
- Department of Medicine C, Sheba Medical Center, Tel Hashomer 52621, Israel
| | - Eli Eisenberg
- Raymond and Beverly Sackler School of Physics and Astronomy, Tel Aviv University, Tel Aviv 69978, Israel
| | - Aviv Barzilai
- The Department of Dermatology, Sheba Medical Center, Tel Hashomer 52621, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel
| | - Erez Y Levanon
- Mina and Everard Goodman Faculty of Life Sciences, Bar-Ilan University, Ramat Gan 52900, Israel
| | - Shoshana Greenberger
- The Department of Dermatology, Sheba Medical Center, Tel Hashomer 52621, Israel
- Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 69978, Israel
- Talpiot Medical Leadership Program, Sheba Medical Center, Tel Hashomer 52621, Israel
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12
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Biological therapy downregulates the heterodimer S100A8/A9 (calprotectin) expression in psoriatic patients. Inflamm Res 2018; 67:609-616. [DOI: 10.1007/s00011-018-1147-6] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2018] [Revised: 03/26/2018] [Accepted: 03/28/2018] [Indexed: 12/31/2022] Open
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