Treatment of granuloma annulare and suppression of pro-inflammatory cytokine activity with tofacitinib [scRNA-Seq]
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE158924 | GEO | 2020/12/22
REPOSITORIES: GEO
Similar Datasets
Project description:Granuloma annulare (GA) is a common inflammatory cutaneous disorder characterized by macrophage accumulation and activation in the skin. Its pathogenesis is poorly understood and there are no reliably effective treatments. Its potential health implications, if any, are unknown. Using single cell RNA sequencing (scRNAseq) we show that in GA, CD4+ T cells over-produce interferon (IFN)-g resulting in inflammatory polarization of macrophages and in altered extracellular matrix (ECM) production induced by the activity of oncostatin M, an interleukin (IL)-6 family cytokine, on fibroblasts. This mechanism identifies Janus kinase (JAK) inhibition as a potential therapeutic strategy, as both IFN-g and OSM signal via the JAK-STAT pathway. Indeed, treatment of five patients with severe, longstanding GA with tofacitinib (a JAK1/3 inhibitor) resulted in clinical and histologic disease remission in three patients and marked improvement in the other two. Treatment was associated with suppression of pathogenic cytokine activity in the skin and dissolution of macrophages. We also found that severe GA was associated with hypercytokinemia in plasma of patients, and JAK inhibition normalized this hypercytokiemia. Together, our results highlight the constitutive activity of the JAK-STAT pathway in GA as a result of IFN-g and OSM and identify JAK inhibitors as a potential molecularly targeted treatment for this disorder.
2020-12-22 | GSE158923 | GEO
Project description:Developing targeted therapy for cutaneous T cell lymphoma (CTCL) patients still requires actionable mutated genes and deregulated pathways to be identified. There is increasing evidence that activating mutations in JAK genes and deregulated JAK/STAT signaling are important mechanisms involved in multiple B and T cell malignancies, including CTCL. Therefore, in this study we focused on studying the mutational status of JAK1, JAK2 and JAK3 genes in a series of human CTCL lesions and cell lines using next-generation sequencing (NGS). We found that 7 of 48 (14.7%) of the analyzed cases harbored mutations in the JAK1 and JAK3 genes that mainly affected the pseudokinase domain of the corresponding proteins. On the basis of these results, we used a specific JAK inhibitor (INCB018424) in a series of CTCL cell lines with deregulated JAK/STAT activity. Treatment of CTCL cells with INCB018424 resulted in dose-dependent reduction of activated STAT expression, diminished cell viability, and increased apoptosis. We also studied global changes in gene expression in cells with mutated JAK1 and JAK3 proteins treated with INCB018424 and identified multiple genes that were differentially regulated by JAK/STAT signaling, such as FGF20 (upregulated) and EGR1 (downregulated). Thus, our results show that the detection of deregulated JAK/STAT signaling in CTCL lesions via JAK mutations or other surrogate markers may serve to indicate the clinical use of JAK/STAT inhibitors. 3 replicates of cells treated with DMSO or JAKi during 30 min and 3h
2015-10-31 | E-GEOD-68562 | biostudies-arrayexpress
Project description:Maier2022 - Stochastic Dynamics of Type I Interferon Responses
Our study aims to determine whether and how biochemical noise affects the information transduced in the JAK-STAT signaling pathway and investigate the transition between basal and activated state. To this end, we studied the stochastic responses of MxA and IFIT1 expression in Huh7.5 cells stimulated with IFN-$\alpha$. Using fluorescent reporters under the control of the authentic promoter/enhancer region of IFIT1 and MxA we collected data displaying the differences between expressing and non-expressing cells for the marker genes in a time-course experiment. We hypothesize that the JAK-STAT signaling pathway efficiently transmits information under stochastic environments. To test our working hypothesis, we developed a detailed mathematical model using the obtained time-resolved flow cytometry data to describe the elements in the JAK-STAT signaling pathway at single-cell resolution. This model allowed us to systematically test the influence of intrinsic and extrinsic noise in the IFN response.
The developed model consists of 42 species and 62 reactions (reactions m1 to m62). To name the variables in the model we used the following conventions: 1) variables referring to mRNA are denoted by $m$ prefix. 2) Variables in phosphorylated use $p$ as prefix. 3) Gene promoters are represented by the gene's name in lowercase. 4) R1, R2, IR, AR and RC, represent the IFN receptor subunits, inactive, active and complex forms, respectively. 5) The compartment is superscripted to the species if the species exist in multiple compartments. A graphical representation of the interaction between variables in the model is given in Maier et. al 2022 (Fig. 1) and all reactions are listed in the Supplementary Information, Section S2.1.
Note that we publish the SBML model without the observables (e.g. exp_IRF9_n) as the change in the number of particles is defined in relation to the starting value in the COPASI model which is not supported in SBML format. In order to reproduce the parameter estimation without any extra worj, we recommend the direct download of the provided copasi model linked in the article.
This model is described in the article:
Stochastic Dynamics of Type I Interferon Responses
Benjamin D. Maier(*), Luis U. Aguilera(*), Sven Sahle, Pascal Mutz, Priyata Kalra, Christopher Dächert, Ralf Bartenschlager, Marco Binder, Ursula Kummer
PLOS Computational Biology, 2022
(*) Equally contributing authors
Abstract:
Interferon (IFN) activates the transcription of several hundred of IFN stimulated genes (ISGs) that constitute a highly effective antiviral defense program. Cell-to-cell variability in the induction of ISGs is well documented, but its source and effects are not completely understood. The molecular mechanisms behind this heterogeneity have been related to randomness in molecular events taking place during the JAK-STAT signaling pathway. Here, we study the sources of variability in the induction of the IFN-alpha response by using MxA and IFIT1 activation as read-out. To this end, we integrate time-resolved flow cytometry data and stochastic modeling of the JAK-STAT signaling pathway. The complexity of the IFN response was matched by fitting probability distributions to time-course flow cytometry snapshots. Both, experimental data and simulations confirmed that the MxA and IFIT1 induction circuits generate graded responses rather than all-or-none responses. Subsequently, we quantify the size of the intrinsic variability at different steps in the pathway. We found that stochastic effects are transiently strong during the ligand-receptor activation steps and the formation of the ISGF3 complex, but negligible for the final induction of the studied ISGs. We conclude that the JAK-STAT signaling pathway is a robust biological circuit that efficiently transmits information under stochastic environments.
2022-10-25 | MODEL2210070001 | BioModels
Project description:This dataset is part of the paper: Pegylated interferon-α regulates hepatic gene expression by transient activation of the Jak-STAT pathway; Dill MT et al; Journal of Clinical Investigation; in review Pegylated interferon-α (pegIFN-α) has replaced un-modified recombinant IFN-α for the treatment of chronic viral hepatitis because of its superior anti-viral efficacy that is generally attributed to improved pharmacokinetic properties. However, the pharmacodynamic effects of pegIFN-α in the liver have not been studied. We analyzed pegIFN-α induced signaling and gene regulation in paired liver biopsies obtained before treatment and during the first week after injection of pegIFN-α in 18 patients. Despite sustained high serum concentrations of pegIFN-α over the entire one-week dosing interval, IFN-α signaling through the Jak-STAT pathway occurs only during the first day. PegIFN-α induces hundreds of genes that can be classified into 4 clusters based on different temporal expression profiles. In all clusters, gene transcription is mainly driven by IFN stimulated gene factor 3 (ISGF3). IFN induced secondary transcription factors do not cause additional waves of gene expression. We could not confirm a role of un-phosphorylated STAT1 in prolonging IFN-α induced gene transcription. Collectively, our results reveal that the major effects of pegIFN-α in the liver are caused by an early and transient activation of ISGF3. Prolonging the serum half-life of IFN-α does not necessarily improve its pharmacodynamic properties. Paired liver biopsy samples were collected before and during the first week of pegylated interferon alpha treatment of 21 chronic hepatitis C patients. Total: 21 patients and 42 samples. This dataset is part of the TransQST collection.
2014-01-30 | E-GEOD-48445 | biostudies-arrayexpress
Project description:Natural Killer/T-cell lymphoma (NKTL) is a rare type of aggressive and heterogeneous non-Hodgkin's lymphoma (NHL) with poor prognosis and limited therapeutic options. Here, we demonstrate that chidamide, a novel histone deacetylase (HDAC) inhibitor, is effective in treating relapsed/refractory NKTL patients, achieving an overall response rate of 39.3%, with 17.9% complete response rate. However, the clinical response to chidamide remains variable as more than half of the patients exhibit primary resistance, limiting its utility in NKTL treatment. To unravel the resistance mechanisms of chidamide, we performed integrative transcriptomic and chromatin profiling of sensitive and resistant NKTL cells. Our results revealed that aberrant JAK-STAT signaling remodels the chromatin and confers resistance to chidamide. Subsequently, inhibition of JAK-STAT activity could overcome resistance to chidamide by reprogramming the chromatin from a resistant to sensitive state, leading to synergistic anti-tumor effect. More importantly, our clinical data demonstrated that combinatorial therapy with chidamide and JAK inhibitor ruxolitinib is effective against chidamide-resistant NKTL. In addition, we identified TNFRSF8 (CD30), a downstream target of JAK-STAT pathway, as a potential biomarker that could predict NKTL sensitivity to chidamide. Collectively, our study suggests that chidamide, in combination with JAK-STAT inhibitors, can be a novel targeted therapy in the standard of care for NKTL.
2023-03-02 | GSE152185 | GEO
Project description:We previously reported that JAK/STAT pathway-mediated regulation of IRF-related genes may have an important role in the disease activity of SLE through analyzing the difference of gene expression in peripheral blood CD3+ T cells obtained from SLE patients. Recently pan-JAK inhibitor (JAKi) tofacitinib (TOFA) were developed and successfully applied to patients with rheumatoid arthritis. Therefore, the application possibility of TOFA was investigated for the new therapeutic strategy of SLE. Anti-dsDNA antibody and proteinuria were decreased and glomerulo/interstitial nephritis were ameliorated in any TOFA administered SLE mice. In splenic CD4+ T cell analysis, naïve cells significantly increased and effector/memory cells decreased. TOFA with dexamethasone (DEXA) therapy showed tendency to indicate stronger inhibitory effect comparing with TOFA or DEXA monotherapy. The gene expression of Ifit3/IFIT3 that related with anti-viral IFN signaling pathway was significantly suppressed in both CD4+ from SLE mice and CD3+ T cells from SLE patients after treatment. Both TOFA monotherapy and dual therapy with DEXA could suppress nephritis and modify immunological function in SLE mice with different genetic background. IFN signaling pathway was supposed to be important for the functional mechanism of TOFA to improve the disease condition. TOFA may contribute to the development of a new therapeutic strategy for SLE. The gene expression analysis was compared among tofacitinib, tofacitinib+dexamethsone, dexamethsone and non-treated control groups and extracted TOFA specific decreased genes in NZBWF1 mice.
2016-03-03 | E-GEOD-78825 | biostudies-arrayexpress
Project description:Developing targeted therapy for cutaneous T cell lymphoma (CTCL) patients still requires actionable mutated genes and deregulated pathways to be identified. There is increasing evidence that activating mutations in JAK genes and deregulated JAK/STAT signaling are important mechanisms involved in multiple B and T cell malignancies, including CTCL. Therefore, in this study we focused on studying the mutational status of JAK1, JAK2 and JAK3 genes in a series of human CTCL lesions and cell lines using next-generation sequencing (NGS). We found that 7 of 48 (14.7%) of the analyzed cases harbored mutations in the JAK1 and JAK3 genes that mainly affected the pseudokinase domain of the corresponding proteins. On the basis of these results, we used a specific JAK inhibitor (INCB018424) in a series of CTCL cell lines with deregulated JAK/STAT activity. Treatment of CTCL cells with INCB018424 resulted in dose-dependent reduction of activated STAT expression, diminished cell viability, and increased apoptosis. We also studied global changes in gene expression in cells with mutated JAK1 and JAK3 proteins treated with INCB018424 and identified multiple genes that were differentially regulated by JAK/STAT signaling, such as FGF20 (upregulated) and EGR1 (downregulated). Thus, our results show that the detection of deregulated JAK/STAT signaling in CTCL lesions via JAK mutations or other surrogate markers may serve to indicate the clinical use of JAK/STAT inhibitors.
2015-10-31 | GSE68562 | GEO
Project description:Combined gene expression and DNA occupancy profiling identifies JAK/STAT signaling as a valid therapeutic target of t(8;21) AML t(8;21) is commonly associated with acute myeloid leukemia (AML). The resulting AML1-ETO fusion proteins are involved in the pathogenesis of AML. To identify novel molecular and therapeutic targets, we performed combined gene expression and promoter occupancy profiling using a primary leukemia initiating cell-enriched population induced by AML1-ETO9a (AE9a). CD45, a negative regulator of cytokine/growth factor receptor and JAK/STAT signaling, is greatly downregulated; furthermore JAK1 and JAK2 are upregulated in these leukemia cells. Consequently, JAK/STAT signaling is enhanced in the AE9a leukemia cells. Importantly, AE9a leukemia cells are highly susceptible to perturbation of JAK/STAT signaling, and a JAK2-selective inhibitor, TG101209, effectively targets these leukemia cells in vivo, suggesting the potential efficacy of JAK2 inhibitors in treating t(8;21) AML. Wild-type or AE9a leukemic samples in triplicate.
2012-09-04 | E-GEOD-15195 | biostudies-arrayexpress
Project description:To define the group of genes which is synergistically induced by cooperative activity of the type I interferon - activated Jak/STAT pathway and other pathways, we treated bone marrow-derived macrophages (BMDM) with heat-killed Listeria (hkL; non-STAT pathways activated), type I interferon alone (only STAT pathway activated), or both stimuli together.
2015-06-15 | E-MTAB-3015 | biostudies-arrayexpress
Project description:Activation of the immune system is a way for host tissue to defend itself against tumor growth. Hence, treatment strategies that are based on immunomodulation are on the rise. Conventional cytostatic drugs such as the anthracycline doxorubicin can also activate immune cell functions of macrophages and natural killer cells. In addition, cytotoxicity of doxorubicin can be enhanced by combining this drug with the cytokine IFN-alpha. Although doxorubicin is one of the most applied cytostatics, the molecular mechanisms of its immunomodulation ability are not investigated thoroughly. In microarray analyses of HeLa cells, a set of 19 genes related to interferon signaling was significantly overrepresented among genes regulated by doxorubicin exposure including STAT-1, -2, IRF9, NMI, and caspase 1. Regulation of these genes by doxorubicin was verified with Real-Time PCR and immunoblotting. An enhanced secretion of IFN-alpha was observed when HeLa cells were exposed to doxorubicin as compared to untreated cells. IFN-alpha neutralizing antibodies and inhibitors of JAK-STAT signaling (ATA and AG490) significantly abolished doxorubicin-stimulated expression of interferon signaling-related genes. Furthermore, inhibition of JAK-STAT signaling significantly reduced doxorubicin induced caspase 3 activation and desensitized HeLa cells to doxorubicin cytotoxicity. In conclusion, we demonstrate that doxorubicin induces interferon-responsive genes via IFN-alpha-JAK-STAT1 signaling and that this pathway is relevant for doxorubicinM-bM-^@M-^Ys cytotoxicity in HeLa cells. As immunomodulation is a promising strategy in anticancer treatment, this novel mode of action of doxorubicin may help to further improve the use of this drug among different types of anticancer treatment strategies. One batch of HeLa Cell culture treated with doxorubicin and DMSO (control) were used for screening of global changes at the transcriptome level.
2012-05-22 | E-GEOD-30988 | biostudies-arrayexpress