ABSTRACT
Interleukin-1 receptor-associated kinase 4 (IRAK4) plays a critical role in innate inflammatory processes. Here, we describe the discovery of two clinical candidate IRAK4 inhibitors, BAY1834845 (zabedosertib) and BAY1830839, starting from a high-throughput screening hit derived from Bayer's compound library. By exploiting binding site features distinct to IRAK4 using an in-house docking model, liabilities of the original hit could surprisingly be overcome to confer both candidates with a unique combination of good potency and selectivity. Favorable DMPK profiles and activity in animal inflammation models led to the selection of these two compounds for clinical development in patients.
Subject(s)
High-Throughput Screening Assays , Indazoles , Interleukin-1 Receptor-Associated Kinases , Pyridines , Animals , Humans , Binding Sites , InflammationABSTRACT
Adhesive interactions of leukocytes and endothelial cells initiate leukocyte migration to inflamed tissue and are important for immune surveillance. Acute and chronic inflammatory diseases show a dysregulated immune response and result in a massive efflux of leukocytes that contributes to further tissue damage. Therefore, targeting leukocyte trafficking may provide a potent form of anti-inflammatory therapy. Leukocyte migration is initiated by interactions of the cell adhesion molecules E-, L-, and P-selectin and their corresponding carbohydrate ligands. Compounds that efficiently address these interactions are therefore of high therapeutic interest. Based on this rationale we investigated synthetic dendritic polyglycerol sulfates (dPGS) as macromolecular inhibitors that operate via a multivalent binding mechanism mimicking naturally occurring ligands. dPGS inhibited both leukocytic L-selectin and endothelial P-selectin with high efficacy. Size and degree of sulfation of the polymer core determined selectin binding affinity. Administration of dPGS in a contact dermatitis mouse model dampened leukocyte extravasation as effectively as glucocorticoids did and edema formation was significantly reduced. In addition, dPGS interacted with the complement factors C3 and C5 as was shown in vitro and reduced C5a levels in a mouse model of complement activation. Thus, dPGS represent an innovative class of a fully synthetic polymer therapeutics that may be used for the treatment of inflammatory diseases.
Subject(s)
Anti-Inflammatory Agents/therapeutic use , Dendrimers/therapeutic use , Glycerol/therapeutic use , Inflammation/drug therapy , Polymers/therapeutic use , Sulfates/therapeutic use , Anaphylatoxins/biosynthesis , Animals , Anti-Inflammatory Agents/chemistry , Anti-Inflammatory Agents/pharmacology , Cell Adhesion/drug effects , Cell Line , Cell Movement/drug effects , Dendrimers/chemistry , Dendrimers/pharmacology , Dermatitis, Contact/complications , Dermatitis, Contact/drug therapy , Dermatitis, Contact/immunology , Dermatitis, Contact/pathology , Female , Glycerol/chemistry , Glycerol/pharmacology , Humans , Inflammation/complications , Inflammation/pathology , L-Selectin/metabolism , Leukocytes/cytology , Leukocytes/drug effects , Mice , Models, Immunological , P-Selectin/metabolism , Polymers/chemistry , Polymers/pharmacology , Protein Binding/drug effects , Sulfates/chemistry , Sulfates/pharmacologyABSTRACT
Organisations rely upon group formation to solve complex tasks, and groups often adapt to the demands of the task they face by changing their composition periodically. Previous research has often employed experimental, survey-based, and fieldwork methods to study the effects of group adaptation on task performance. This paper, by contrast, employs an agent-based approach to study these effects. There are three reasons why we do so. First, agent-based modelling and simulation allows to take into account further factors that might moderate the relationship between group adaptation and task performance, such as individual learning and task complexity. Second, such an approach allows to study large variations in the variables of interest, which contributes to the generalisation of our results. Finally, by employing an agent-based approach, we are able to study the longitudinal effects of group adaptation on task performance. Longitudinal analyses are often missing in prior related research. Our results indicate that reorganising well-performing groups might be beneficial, but only if individual learning is restricted. However, there are also cases in which group adaptation might unfold adverse effects. We provide extensive analyses that shed additional light on and help explain the ambiguous results of previous research.
Subject(s)
Acclimatization , Drug-Related Side Effects and Adverse Reactions , Humans , Computer Simulation , Generalization, Psychological , LearningABSTRACT
T-cell-mediated processes play an essential role in the pathogenesis of several inflammatory skin diseases such as atopic dermatitis, allergic contact dermatitis and psoriasis. The aim of this study was to investigate the role of the IL-2-inducible tyrosine kinase (Itk), an enzyme acting downstream of the T-cell receptor (TCR), in T-cell-dependent skin inflammation using three approaches. Itk knockout mice display significantly reduced inflammatory symptoms in mouse models of acute and subacute contact hypersensitivity (CHS) reactions. Systemic administration of a novel small molecule Itk inhibitor, Compound 44, created by chemical optimization of an initial high-throughput screening hit, inhibited Itk's activity with an IC50 in the nanomolar range. Compound 44 substantially reduced proinflammatory immune responses in vitro and in vivo after systemic administration in two acute CHS models. In addition, our data reveal that human Itk, comparable to its murine homologue, is expressed mainly in T cells and is increased in lesional skin from patients with atopic dermatitis and allergic contact dermatitis. Finally, silencing of Itk by RNA interference in primary human T cells efficiently blocks TCR-induced lymphokine secretion. In conclusion, Itk represents an interesting new target for the therapy of T-cell-mediated inflammatory skin diseases.
Subject(s)
Dermatitis/drug therapy , Protein Kinase Inhibitors/pharmacology , Protein-Tyrosine Kinases/antagonists & inhibitors , Animals , Base Sequence , Dermatitis/enzymology , Dermatitis/immunology , Dermatitis, Allergic Contact/drug therapy , Dermatitis, Allergic Contact/enzymology , Dermatitis, Allergic Contact/immunology , Dermatitis, Atopic/drug therapy , Dermatitis, Atopic/enzymology , Dermatitis, Atopic/immunology , Dinitrochlorobenzene/immunology , Dinitrochlorobenzene/toxicity , Disease Models, Animal , Drug Evaluation, Preclinical , Female , Gene Expression Profiling , Humans , In Vitro Techniques , Lymphoid Tissue/enzymology , Lymphoid Tissue/immunology , Mice , Mice, Knockout , Protein-Tyrosine Kinases/deficiency , Protein-Tyrosine Kinases/genetics , Psoriasis/drug therapy , Psoriasis/enzymology , Psoriasis/immunology , RNA Interference , RNA, Messenger/genetics , RNA, Messenger/metabolism , RNA, Small Interfering/genetics , Recombinant Fusion Proteins/antagonists & inhibitors , Recombinant Fusion Proteins/genetics , T-Lymphocytes/drug effects , T-Lymphocytes/enzymology , T-Lymphocytes/immunology , Up-RegulationABSTRACT
Elevated IL-10 has been implicated in reactivation tuberculosis (TB). Since macrophages rather than T cells were reported to be the major source of IL-10 in TB, we analyzed the consequences of a macrophage-specific overexpression of IL-10 in transgenic mice (macIL-10-transgenic) after aerosol infection with Mycobacterium tuberculosis (Mtb). MacIL-10 transgenic mice were more susceptible to chronic Mtb infection than nontransgenic littermates, exhibiting higher bacterial loads in the lung after 12 wk of infection and dying significantly earlier than controls. The differentiation, recruitment, and activation of Th1 cells as well as the induction of IFN-gamma-dependent effector genes against Mtb were not affected by macrophage-derived IL-10. However, microarray analysis of pulmonary gene expression revealed patterns characteristic of alternative macrophage activation that were overrepresented in Mtb-infected macIL-10 transgenic mice. Importantly, arginase-1 gene expression and activity were strikingly enhanced in transgenic mice accompanied by a reduced production of reactive nitrogen intermediates. Moreover, IL-10-dependent arginase-1 induction diminished antimycobacterial effector mechanisms in macrophages. Taken together, macrophage-derived IL-10 triggers aspects of alternative macrophage activation and promotes Mtb recrudescence independent of overt effects on anti-TB T cell immunity.
Subject(s)
Autocrine Communication/immunology , Interleukin-10/physiology , Macrophage Activation/immunology , T-Lymphocytes/immunology , Tuberculosis/immunology , Animals , Arginase/genetics , Gene Expression Profiling , Lung/metabolism , Lung/microbiology , Macrophages/metabolism , Mice , Mice, Transgenic , Mycobacterium tuberculosisSubject(s)
Anti-Inflammatory Agents, Non-Steroidal/pharmacology , Macrolides/pharmacology , Selectins/metabolism , Animals , Anti-Inflammatory Agents, Non-Steroidal/blood , Anti-Inflammatory Agents, Non-Steroidal/chemistry , Anti-Inflammatory Agents, Non-Steroidal/metabolism , Anti-Inflammatory Agents, Non-Steroidal/toxicity , Apoptosis/drug effects , B-Lymphocytes/drug effects , B-Lymphocytes/physiology , Binding Sites , Cell Survival/drug effects , Cells, Cultured , Dendritic Cells/drug effects , Dendritic Cells/physiology , Dose-Response Relationship, Drug , Endothelium, Vascular/drug effects , Endothelium, Vascular/physiology , Humans , Immunoglobulins/genetics , Immunoglobulins/metabolism , Inhibitory Concentration 50 , Leukocytes, Mononuclear/drug effects , Lymphocyte Activation/drug effects , Macrolides/blood , Macrolides/chemistry , Macrolides/metabolism , Macrolides/toxicity , Mice , Nuclear Magnetic Resonance, Biomolecular , Protein Binding , Protein Conformation , Recombinant Fusion Proteins/metabolism , Selectins/classification , Streptomyces/chemistry , T-Lymphocytes/drug effects , T-Lymphocytes/physiologyABSTRACT
In this paper, we investigate the impact of inaccurate forecasting on the coordination of distributed investment decisions. In particular, by setting up a computational multi-agent model of a stylized firm, we investigate the case of investment opportunities that are mutually carried out by organizational departments. The forecasts of concern pertain to the initial amount of money necessary to launch and operate an investment opportunity, to the expected intertemporal distribution of cash flows, and the departments' efficiency in operating the investment opportunity at hand. We propose a budget allocation mechanism for coordinating such distributed decisions The paper provides guidance on how to set framework conditions, in terms of the number of investment opportunities considered in one round of funding and the number of departments operating one investment opportunity, so that the coordination mechanism is highly robust to forecasting errors. Furthermore, we show that-in some setups-a certain extent of misforecasting is desirable from the firm's point of view as it supports the achievement of the corporate objective of value maximization. We then address the question of how to improve forecasting quality in the best possible way, and provide policy advice on how to sequence activities for improving forecasting quality so that the robustness of the coordination mechanism to errors increases in the best possible way. At the same time, we show that wrong decisions regarding the sequencing can lead to a decrease in robustness. Finally, we conduct a comprehensive sensitivity analysis and prove that-in particular for relatively good forecasters-most of our results are robust to changes in setting the parameters of our multi-agent simulation model.
Subject(s)
Investments/trends , Models, Theoretical , Budgets , Data Accuracy , Forecasting , HumansABSTRACT
The activating C-type lectin-like receptor NKG2D, which is expressed by mouse NK cells and activated CD8 T cells, was previously demonstrated to be involved in tumor rejection and as a defense mechanism against viral and bacterial infections. Because CD8 T cells are important for protective immune responses during chronic Mycobacterium tuberculosis (Mtb) infection and represent a promising target for new vaccine strategies to prevent human pulmonary tuberculosis (TB), we studied the immune response in mice deficient for the NKG2D adapter molecule DAP10 during experimental TB. After aerosol infection, DAP10-defcient mice displayed an unimpaired recruitment, activation and development of antigen-specific CD8 T cells. Whereas the frequency of interferon-gamma-producing CD8 T cells from Mtb-infected DAP10-defcient mice was not affected, CD8 T cell-mediated cytotoxicity was significantly reduced in the absence of DAP10. The loss of cytotoxic activity in DAP10-deficient CD8 T cells was associated with an impaired release of cytotoxic granules. Together, our results suggest that during Mtb infection DAP10 is required for maximal cytolytic activity of CD8 T cells.
Subject(s)
CD8-Positive T-Lymphocytes/metabolism , Cytotoxicity, Immunologic , Mycobacterium tuberculosis/immunology , Receptors, Immunologic/metabolism , Tuberculosis, Pulmonary/immunology , Animals , CD8-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/microbiology , CD8-Positive T-Lymphocytes/pathology , Cell Count , Cells, Cultured , Cytotoxicity, Immunologic/genetics , Disease Models, Animal , Humans , Interferon-gamma/metabolism , Lymphocyte Activation/genetics , Mice , Mice, Inbred C57BL , Mice, Knockout , Mycobacterium tuberculosis/pathogenicity , Receptors, Immunologic/genetics , Receptors, Immunologic/immunology , Tuberculosis, Pulmonary/drug therapyABSTRACT
CD8+ T cells are involved in protection against Mycobacterium tuberculosis infection and represent a promising target for new vaccine strategies. Because IL-15 is important for the homeostasis of CD8+ T cells, we studied the immune response in IL-15-deficient mice during tuberculosis. In the absence of IL-15, CD8+ T cells failed to efficiently accumulate in draining lymph nodes and at the site of infection. The expression of antigen-specific effector functions, such as the production of interferon-gamma and cytotoxicity, were impaired in CD8+ T cells, but not CD4+ T cells, from IL-15-deficient mice. This defect was associated with an increased mortality of IL-15-deficient mice during the chronic phase of infection. The lectin-like stimulatory receptor natural killer group 2D (NKG2D) was up-regulated on CD8+ T cells only from wild-type mice, but not from IL-15-deficient mice. Mechanistically, blocking NKG2D function with an mAb inhibited M. tuberculosis-directed CD8+ T cell responses in vitro. We conclude that in addition to regulating the expansion of CD8+ T cells, IL-15 is also necessary for inducing effector mechanisms in CD8+ T cells that depend on NKG2D expression. Hence, our results implicate IL-15 and NKG2D as promising targets for modulating CD8+ T cell-mediated protection against tuberculosis.