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  • 1
    In: Leukemia, Springer Science and Business Media LLC, Vol. 36, No. 9 ( 2022-09), p. 2281-2292
    Abstract: The variable clinical course of follicular lymphoma (FL) is determined by the molecular heterogeneity of tumor cells and complex interactions within the tumor microenvironment (TME). IL-4 producing follicular helper T cells (T FH ) are critical components of the FL TME. Binding of IL-4 to IL-4R on FL cells activates JAK/STAT signaling. We identified STAT6 mutations ( STAT6 MUT ) in 13% of FL ( N  = 33/258), all clustered within the DNA binding domain. Gene expression data and immunohistochemistry showed upregulation of IL-4/STAT6 target genes in STAT6 MUT FL, including CCL17 , CCL22 , and FCER2 (CD23). Functionally, STAT6 MUT was gain-of-function by serial replating phenotype in pre-B CFU assays. Expression of STAT6 MUT enhanced IL-4 induced FCER2 /CD23, CCL17 and CCL22 expression and was associated with nuclear accumulation of pSTAT6. RNA sequencing identified PARP14 -a transcriptional switch and co-activator of STAT6- among the top differentially upregulated genes in IL-4 stimulated STAT6 MUT lymphoma cells and in STAT6 MUT primary FL cells. Quantitative chromatin immunoprecipitation (qChIP) demonstrated binding of STAT6 MUT but not STAT6 WT to the PARP14 promotor. Reporter assays showed increased IL-4 induced transactivation activity of STAT6 MUT at the PARP14 promotor, suggesting a self-reinforcing regulatory circuit. Knock-down of PARP14 or PARP-inhibition abrogated the STAT6 MUT gain-of-function phenotype. Thus, our results identify PARP14 as a novel therapeutic target in STAT6 MUT FL.
    Type of Medium: Online Resource
    ISSN: 0887-6924 , 1476-5551
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    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2022
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  • 2
    In: Journal of Neurology, Springer Science and Business Media LLC
    Abstract: This manuscript presents practical recommendations for managing acute attacks and implementing preventive immunotherapies for neuromyelitis optica spectrum disorders (NMOSD), a rare autoimmune disease that causes severe inflammation in the central nervous system (CNS), primarily affecting the optic nerves, spinal cord, and brainstem. The pillars of NMOSD therapy are attack treatment and attack prevention to minimize the accrual of neurological disability. Aquaporin-4 immunoglobulin G antibodies (AQP4-IgG) are a diagnostic marker of the disease and play a significant role in its pathogenicity. Recent advances in understanding NMOSD have led to the development of new therapies and the completion of randomized controlled trials. Four preventive immunotherapies have now been approved for AQP4-IgG-positive NMOSD in many regions of the world: eculizumab, ravulizumab - most recently-, inebilizumab, and satralizumab. These new drugs may potentially substitute rituximab and classical immunosuppressive therapies, which were as yet the mainstay of treatment for both, AQP4-IgG-positive and -negative NMOSD. Here, the Neuromyelitis Optica Study Group (NEMOS) provides an overview of the current state of knowledge on NMOSD treatments and offers statements and practical recommendations on the therapy management and use of all available immunotherapies for this disease. Unmet needs and AQP4-IgG-negative NMOSD are also discussed. The recommendations were developed using a Delphi-based consensus method among the core author group and at expert discussions at NEMOS meetings.
    Type of Medium: Online Resource
    ISSN: 0340-5354 , 1432-1459
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    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2023
    detail.hit.zdb_id: 1421299-7
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  • 3
    Online Resource
    Online Resource
    Springer Science and Business Media LLC ; 2020
    In:  BMC Bioinformatics Vol. 21, No. 1 ( 2020-12)
    In: BMC Bioinformatics, Springer Science and Business Media LLC, Vol. 21, No. 1 ( 2020-12)
    Abstract: Random forest based variable importance measures have become popular tools for assessing the contributions of the predictor variables in a fitted random forest. In this article we reconsider a frequently used variable importance measure, the Conditional Permutation Importance (CPI). We argue and illustrate that the CPI corresponds to a more partial quantification of variable importance and suggest several improvements in its methodology and implementation that enhance its practical value. In addition, we introduce the threshold value in the CPI algorithm as a parameter that can make the CPI more partial or more marginal. Results By means of extensive simulations, where the original version of the CPI is used as the reference, we examine the impact of the proposed methodological improvements. The simulation results show how the improved CPI methodology increases the interpretability and stability of the computations. In addition, the newly proposed implementation decreases the computation times drastically and is more widely applicable. The improved CPI algorithm is made freely available as an add-on package to the open-source software R. Conclusion The proposed methodology and implementation of the CPI is computationally faster and leads to more stable results. It has a beneficial impact on practical research by making random forest analyses more interpretable.
    Type of Medium: Online Resource
    ISSN: 1471-2105
    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2020
    detail.hit.zdb_id: 2041484-5
    SSG: 12
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  • 4
    Online Resource
    Online Resource
    Informa UK Limited ; 2018
    In:  Journal of Computational and Graphical Statistics Vol. 27, No. 4 ( 2018-10-02), p. 685-700
    In: Journal of Computational and Graphical Statistics, Informa UK Limited, Vol. 27, No. 4 ( 2018-10-02), p. 685-700
    Type of Medium: Online Resource
    ISSN: 1061-8600 , 1537-2715
    Language: English
    Publisher: Informa UK Limited
    Publication Date: 2018
    detail.hit.zdb_id: 2014382-5
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  • 5
    In: Multiple Sclerosis Journal, SAGE Publications, Vol. 19, No. 9 ( 2013-08), p. 1242-1243
    Type of Medium: Online Resource
    ISSN: 1352-4585 , 1477-0970
    Language: English
    Publisher: SAGE Publications
    Publication Date: 2013
    detail.hit.zdb_id: 2008225-3
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  • 6
    Online Resource
    Online Resource
    Springer Science and Business Media LLC ; 2007
    In:  BMC Bioinformatics Vol. 8, No. 1 ( 2007-12)
    In: BMC Bioinformatics, Springer Science and Business Media LLC, Vol. 8, No. 1 ( 2007-12)
    Type of Medium: Online Resource
    ISSN: 1471-2105
    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2007
    detail.hit.zdb_id: 2041484-5
    SSG: 12
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  • 7
    In: Blood, American Society of Hematology, Vol. 138, No. Supplement 1 ( 2021-11-05), p. 3492-3492
    Abstract: Follicular lymphoma (FL) is a clinically and genetically heterogeneous disease. Somatic gene mutations contribute to the heterogeneous clinical course of FL. ARID1A, which encodes for a subunit of the SWI/SNF chromatin remodeling complex, is among the most commonly mutated genes in FL (up to 15% of cases). These mutations are mostly disruptive and are predicted to result in protein haplodeficiency. While we have previously shown that ARID1A mutations are predictive of treatment outcome (Pastore, 2015), the underlying biology of ARID1A loss in FL is unclear. A functional genome-wide in vitro screen showed that ARID1A loss rescued a number of cancer cell lines from FAS-L induced apoptosis (Luo, 2008). FAS-L induced apoptosis plays a critical role in normal B-cell development and homeostasis. Thus, FAS/FAS-L deficiency could contribute to FL development and disease biology. Therefore, we studied the role of ARID1A loss in FAS expression and regulation. We first tested FAS-L induced apoptosis in established lymphoma cell lines that harbor the FL-hallmark translocation t(14;18)[BCL2/IGH] plus ARID1A mutations (Karpas422, WSU-FSCCL) or no ARID1A mutations (OCI-Ly1, OCI-Ly8, SU-DHL16). ARID1A mutant (mut) cells were indeed markedly less sensitive to FAS-L (300 ng/mL/24 hrs) compared to ARID1A wild type (WT) cells (98% vs 52% mean viability by Annexin-V). FAS receptor expression on mutant cells was reduced by almost half compared to WT cells by FACS analysis (N=3, P=0.0004). To test if reduced FAS expression was directly linked to ARID1A loss, we generated single-cell derived clones (from OCI-Ly1 and OCI-Ly8) with either heterozygous (het) loss or complete knock-out (KO) of ARID1A by CRISPR/Cas9. ARID1A loss was validated by Sanger sequencing and Western blot. We consistently observed significantly reduced FAS-L induced apoptosis in het and KO clones (exemplary shown for OCI-Ly8 in Fig A). Remarkably, re-expressed of ARID1A in het cells (het+ARID1A) rescued sensitivity to FAS-L induced apoptosis (Fig A). We confirmed reduced FAS expression on mutant clones by FACS, while re-expression of ARID1A rescued its expression (Fig B). Furthermore, FAS mRNA expression was significantly reduced by qPCR in mut vs WT clones (N=4, P & lt;0.05), while FAS mRNA levels were rescued to WT levels in het+ARID1A cells. To understand the molecular mechanism that links ARID1A loss and reduced FAS expression, we performed ATAC sequencing (Seq) and RNA Seq on 15 single-cell derived clones (9 mut and 6 WT from OCI-Ly1 and OCI-Ly8). RNA Seq confirmed significantly lower ARID1A and FAS mRNA levels (adj p & lt;0.001 each) in the mut clones. We first hypothesized that ARID1A loss could directly affect chromatin accessibility at the FAS promoter. However, we did not observe different chromatin accessibility at the FAS promoter. Next, we searched our data for all known FAS-regulating transcription factors (TFs) (https://dorothea.opentargets.io/#/), but could not identify candidates that were both differentially accessible and differentially expressed. Finally, we searched our data for transcriptional networks, i.e. hubs of all recognized FAS-regulating TFs and their known and predicted interacting partners (https://string-db.org/). Through this, we identified RUNX3, a predicted Co-TF of ETS1, to be both less accessible ("closed chromatin") and less expressed upon ARID1A loss (Fig C), suggesting a novel ARID1A-dependent FAS-regulatory network. To functionally validate our model, we first confirmed reduced RUNX3 expression in ARID1A mutant clones by qPCR and Western blot, and showed that ETS1 levels were unaffected by ARID1A loss. Then, we stably overexpressed RUNX3 in ARID1A mutant clones by lentiviral transduction and could indeed show rescue of FAS surface levels by FACS (Fig D). Lastly, we wanted to validate our findings in primary patients samples. We quantified FAS expression in FL biopsies with known ARID1A mutation status by nCounter gene expression profiling (GEP; N=51, 12 mut vs 39 WT) and quantitative multispectral imaging (QMI; N=44, 10 mut vs 34 WT) (Fig E). Both approaches showed significantly reduced FAS expression in ARID1A mutant FL (P & lt;0.05 for GEP, P & lt;0.0001 for QMI; Fig E). In summary, we show that ARID1A loss is directly linked to reduced FAS expression via a novel RUNX3/ETS1 transcriptional network, potentially opening avenues for therapeutic targeting of this clinically relevant perturbation. Figure 1 Figure 1. Disclosures Subklewe: Pfizer: Consultancy, Speakers Bureau; Takeda: Speakers Bureau; Klinikum der Universität München: Current Employment; Janssen: Consultancy; Seattle Genetics: Consultancy, Research Funding; Roche: Research Funding; Novartis: Consultancy, Research Funding, Speakers Bureau; MorphoSys: Research Funding; Miltenyi: Research Funding; Gilead: Consultancy, Research Funding, Speakers Bureau; Amgen: Consultancy, Research Funding, Speakers Bureau; BMS/Celgene: Consultancy, Research Funding, Speakers Bureau. von Bergwelt: Kite/Gilead: Honoraria, Research Funding, Speakers Bureau; Roche: Honoraria, Research Funding, Speakers Bureau; Novartis: Honoraria, Research Funding, Speakers Bureau; Astellas: Honoraria, Research Funding, Speakers Bureau; Miltenyi: Honoraria, Research Funding, Speakers Bureau; BMS: Honoraria, Research Funding, Speakers Bureau; Mologen: Honoraria, Research Funding, Speakers Bureau; MSD Sharpe & Dohme: Honoraria, Research Funding, Speakers Bureau. Weigert: Janssen: Speakers Bureau; Epizyme: Membership on an entity's Board of Directors or advisory committees; Roche: Research Funding.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
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    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2021
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  • 8
    In: PLOS ONE, Public Library of Science (PLoS), Vol. 12, No. 4 ( 2017-4-7), p. e0175279-
    Type of Medium: Online Resource
    ISSN: 1932-6203
    Language: English
    Publisher: Public Library of Science (PLoS)
    Publication Date: 2017
    detail.hit.zdb_id: 2267670-3
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  • 9
    In: Cells, MDPI AG, Vol. 9, No. 5 ( 2020-05-15), p. 1223-
    Abstract: Dendritic cells (DCs) are crucial effectors of the immune system, which are formed from hematopoietic stem and progenitor cells (HSPCs) by a multistep process regulated by cytokines and distinct transcriptional mechanisms. C/EBPα is an important myeloid transcription factor, but its role in DC formation is not well defined. Using a CebpaCre-EYFP reporter mouse model, we show that the majority of splenic conventional DCs are derived from Cebpa-expressing HSPCs. Furthermore, HSPCs isolated from Cebpa knockout (KO) mice exhibited a marked reduced ability to form mature DCs after in vitro culture with FLT3L. Differentiation analysis revealed that C/EBPα was needed for the formation of monocytic dendritic progenitors and their transition to common dendritic progenitors. Gene expression analysis and cytokine profiling of culture supernatants showed significant downregulation of inflammatory cytokines, including TNFα and IL-1β as well as distinct chemokines in KO HSPCs. In addition, TNFα-induced genes were among the most dysregulated genes in KO HSPCs. Intriguingly, supplementation of in vitro cultures with TNFα at least partially rescued DC formation of KO HSPCs, resulting in fully functional, mature DCs. In conclusion, these results reveal an important role of C/EBPα in early DC development, which in part can be substituted by the inflammatory cytokine TNFα.
    Type of Medium: Online Resource
    ISSN: 2073-4409
    Language: English
    Publisher: MDPI AG
    Publication Date: 2020
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  • 10
    Online Resource
    Online Resource
    American Association for Cancer Research (AACR) ; 2017
    In:  Cancer Research Vol. 77, No. 13_Supplement ( 2017-07-01), p. 3971-3971
    In: Cancer Research, American Association for Cancer Research (AACR), Vol. 77, No. 13_Supplement ( 2017-07-01), p. 3971-3971
    Abstract: Metabolic changes of malignant cells lead to the secretion of tumor metabolites which contribute to the shaping of a favorable milieu for tumor immune escape facilitating cancer development and resistance to anti-tumor immunotherapy. Recently, disrupted methylthioadenosine metabolism drew interest as further putative immunoinhibitory metabolic dysregulation. A broad spectrum of tumor entities was reported to lack methylthioadenosine phosphorylase (MTAP) expression leading to elevated levels of its substrate 5’-deoxy-5’-methylthioadenosine (MTA). MTAP deficiency is reported to correlate with worse response to adjuvant interferon-alpha therapy and a higher risk for metastatic disease in malignant melanoma providing evidence for immunobiological relevance. We therefore examined the effect of the tumor metabolite MTA on human T cell responses. We could show that MTA has a strong inhibitory impact on human T cell function regarding proliferation, viability, activation, differentiation, tumor antigen-specific expansion and cytotoxicity. We therefore aimed to overexpress MTAP in human T cells by retroviral transduction as a putative strategy to overcome MTA-mediated inhibition of T cells. In addition, we investigated the effect of MTA on T cell metabolism and maturation of human monocyte derived mDC. We successfully generated stable MTAP-overexpressing primary human T cells. First studies were performed to examine the resistance to MTA after equipping the T cells with higher levels of its metabolizing enzyme MTAP. MTAPhigh T cells revealed less sensitivity against inhibitory effects of MTA on proliferation, viability or cytotoxicity compared to mock transduced controls suggesting a promising approach to strengthen the performance of T cells facing the MTA-rich milieu of MTAP-deficient tumors. Mechanistically, we found MTA to interfere with several signaling pathways. Of most importance, MTA impaired Akt phosphorylation as well as intracellular protein methylation, both crucial processes for proper T cell function. In addition, we studied the combined effect of MTA and PRMT5 inhibition on T cells. Several metabolic studies focusing on glycolysis and fatty acid metabolism could confirm our findings that MTA keeps T cells in a rather inactive, naïve state. Finally, we found MTA to interfere with DC maturation and their potential to induce cytokine secretion of T cells. Our data emphasizes the crucial role of tumor metabolites such as MTA in the tumor milieu for tumor immune escape. Additionally, the identification of potential molecular mechanisms of MTA-induced immunosuppression offer the opportunity to pharmacologically tackle MTA-mediated immunoinhibition and will help to develop more effective immune-based therapies against MTAP-deficient tumors. Citation Format: Carolin D. Strobl, Frederik Henrich, Katrin Singer, Katrin Peter, Marina Kreutz, Anita Kremer, Andreas Mackensen, Michael Aigner. MTA-mediated inhibition of human T cells: Mechanism and MTAP overexpression as putative overcoming strategy [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 3971. doi:10.1158/1538-7445.AM2017-3971
    Type of Medium: Online Resource
    ISSN: 0008-5472 , 1538-7445
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    Language: English
    Publisher: American Association for Cancer Research (AACR)
    Publication Date: 2017
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