An Agent-Based Model of monocyte differentiation into Tumour-Associated Macrophages in Chronic Lymphocytic Leukemia

Monocyte-derived macrophages are immune cells which help maintain tissue homeostasis and defend the organism against pathogens. In solid tumours, recent studies have uncovered complex macrophage populations, among which tumour-associated macrophages, supporting tumorigenesis through multiple cancer hallmarks such as immunosuppression, angiogenesis or matrix remodelling. In the case of chronic lymphocytic leukemia, these macrophages are known as nurse-like cells and have been shown to protect leukemic cells from spontaneous apoptosis and contribute to their chemoresistance. We propose an agent-based model of monocytes differentiation into nurse-like cells upon contact with leukemic B cells in-vitro. We studied monocyte differentiation and cancer cells survival dynamics depending on diverse hypotheses on monocytes and cancer cells relative proportions, sensitivity to their surrounding environment and cell-cell interactions. Peripheral blood mononuclear cells from patients were cultured and monitored during 13 days to calibrate the model parameters, such as phagocytosis efficiency, death rates or protective effect from the nurse-like cells. Our model is able to reproduce experimental results and predict cancer cells survival dynamics in a patient-specific manner. Our results shed light on important factors at play in cancer cells survival, highlighting a potentially important role of phagocytosis.

Shaping of Monocyte-Derived Dendritic Cell Development and Function by Environmental Factors in Rheumatoid Arthritis

Dendritic cells (DC) are heterogeneous cell populations essential for both inducing immunity and maintaining immune tolerance. Chronic inflammatory contexts, such as found in rheumatoid arthritis (RA), severely affect the distribution and the function of DC, contributing to defective tolerance and fueling inflammation. In RA, the synovial fluid of patients is enriched by a subset of DC that derive from monocytes (Mo-DC), which promote deleterious Th17 responses. The characterization of environmental factors in the joint that impact on the development and the fate of human Mo-DC is therefore of great importance in RA. When monocytes leave the blood and infiltrate inflamed synovial tissues, the process of differentiation into Mo-DC can be influenced by interactions with soluble factors such as cytokines, local acidosis and dysregulated synoviocytes. Other molecular factors, such as the citrullination process, can also enhance osteoclast differentiation from Mo-DC, favoring bone damages in RA. Conversely, biotherapies used to control inflammation in RA, modulate also the process of monocyte differentiation into DC. The identification of the environmental mediators that control the differentiation of Mo-DC, as well as the underlying molecular signaling pathways, could constitute a major breakthrough for the development of new therapies in RA.

Mechanical Checkpoint Regulates Monocyte Differentiation in Fibrotic Matrix

Myelofibrosis (MF) is a progressive, myeloid malignancy characterized by deposition of collagen and reticulin fibers in the bone marrow (BM). Previous studies have shown that monocytosis is associated with poor prognosis in MF, highlighting a potential pathogenic role for monocytes in MF. Although many studies have addressed the role of cell-intrinsic and soluble extracellular factors in MF development, it is currently unknown if mechanical properties of fibrotic BM contribute to aberrant differentiation of myeloid cells and of monocytes in particular. We first defined the stiffness and viscoelastic properties of healthy and fibrotic BM. Stiffness is defined as the resistance of a matrix to deformation, while viscoelasticity is the rate of dissipation of an applied stress over time. Independent of stiffness, an applied stress relaxes rapidly in a more viscous, liquid-like matrix, whereas in a more elastic, solid-like material, stress relaxes slowly. We next generated a cohort of fibrotic and non-fibrotic mice by transplanting retrovirally transduced JAK2V617F or empty vector (EV) control hematopoietic stem and progenitor cells (HSPCs) into lethally irradiated recipients. Femurs from these mice were harvested seven months post-transplant, as well as from age- and sex-matched healthy primary mice. Nanoindentation was performed to measure BM stiffness and viscoelasticity. Fibrotic BM showed higher stiffness, as well as trending higher elastic, solid-like properties, compared to BM of control mice. We then aimed to study the effect of matrix stiffness and viscoelasticity on monocytes. Human BM-derived monocytes were encapsulated in stiff, viscous or stiff, elastic hydrogels and cultured in the presence of GM-CSF, IL-4, and PGE2 for 3 days, followed by nanoString and flow cytometry analyses. Cells in elastic gels upregulated gene sets associated with co-stimulatory molecules and cytokine receptor signaling, MHC class II antigen presentation, and regulation of extracellular matrix (ECM), compared to cells in viscous gels of the same stiffness. The fraction of dendritic cells (DCs) was significantly upregulated, as indicated by double-positive CD11c+CD1c+ (40.9% viscous vs 69.5% elastic of CD11b+HLA-DR+ cells) and CD80+ cells (20.9% viscous vs 62.7% elastic of CD11b+HLA-DR+ cells), and surface expression of HLA-DR (gMFI 2587 viscous vs 6334 elastic). Consistent with these findings, the fraction of pro-fibrotic SLAMF7+ cells (4.2% viscous vs 17.3% elastic) were also significantly higher in elastic gels. Together, these data suggest that stiff, elastic ECM drives pro-inflammatory polarization and differentiation of monocytes into antigen-presenting cells. Next, we examined the role of the cytoskeleton on human monocyte differentiation. Cortical F-actin was significantly upregulated in cells in stiff, elastic gels compared to viscous gels. Cells were exposed to a highly selective small molecular inhibitor of the γ-isoform of PI3K. Treatment with the PI3Ky inhibitor significantly reduced F-actin staining of cells in elastic gels, upregulated immature monocyte markers, reduced surface expression of HLA-DR, and downregulated the cytokines IL6, IL8, CCL4, which have previously been associated with disease progression in myelofibrosis. In line with the above human ex vivo data, BM isolated from fibrotic mice (described above) showed skewing towards Ly6G-Ly6C+ monocytes (a population enriched for inflammatory monocytes) within the CD11b myeloid compartment compared to control transplanted mice or to non-fibrotic mice that were transplanted with endogenously expressing Jak2V617F cells. Additionally, the percentage of conventional DCs (cDCs) was increased in fibrotic Jak2V617F mice compared to control mice. Importantly, 16 day in vivo treatment with the PI3Ky inhibitor significantly reduced the fraction of Ly6G-Ly6C+ monocytes within the CD11b compartment as well as the fraction of cDCs, compared to vehicle-treated Jak2V617F mice. In summary, fibrotic BM is stiffer and more elastic than normal BM. Our studies show that a stiff, elastic BM environment drives monocytes towards a more pro-inflammatory state which can in part be suppressed by PI3K-γ inhibition. Our results have relevance for human MF by demonstrating that a fibrotic BM niche is not just a consequence of chronic inflammation but is also inflammation-promoting. KHV and AEM contributed equally to this work. Disclosures Pozdnyakova: Scopio Labs: Consultancy. Mullally: Janssen, PharmaEssentia, Constellation and Relay Therapeutics: Consultancy. Wucherpfennig: Novartis: Research Funding; Nextechinvest: Membership on an entity's Board of Directors or advisory committees; Immunitas Therapeutics: Current holder of individual stocks in a privately-held company; TScan Therapeutics: Membership on an entity's Board of Directors or advisory committees; TCR2 Therapeutics: Membership on an entity's Board of Directors or advisory committees; SQZ Biotech: Membership on an entity's Board of Directors or advisory committees. Mooney: Novartis: Patents & Royalties: Licensed IP, Research Funding; Sirenex: Patents & Royalties: Licensed IP; Samyang Corp: Membership on an entity's Board of Directors or advisory committees; IVIVA: Membership on an entity's Board of Directors or advisory committees; Attivare: Current holder of individual stocks in a privately-held company, Membership on an entity's Board of Directors or advisory committees; Revela: Membership on an entity's Board of Directors or advisory committees; Amend Surgical: Patents & Royalties: Licensed IP; Lyell: Current equity holder in publicly-traded company, Patents & Royalties.

Tyrosol, at the Concentration Found in Maltese Extra Virgin Olive Oil, Induces HL-60 Differentiation towards the Monocyte lineage

Tyrosol is a phenolic found in extra virgin olive oil (EVOO). In a Maltese monocultivar EVOO, it was present at a concentration of 9.23 ppm. The HL-60 acute myeloid leukaemia cell line, which can be differentiated to both monocytes and neutrophils, was exposed to tyrosol at this concentration and analysed for evidence of differentiation and effects of cytotoxicity. The polyphenol induced a 1.93-fold increase in cellular oxidative activity (p-value 0.044) and enhanced surface expression of CD11b and CD14. This indicates that tyrosol induces monocytic-like differentiation. An RNA-seq analysis confirmed the upregulation of monocyte genes and the loss of neutrophil genes concomitant with the bi-potential promyelocyte precursor moving down the monocytic pathway. A cell cycle analysis showed an accumulation of cells in the Sub G0/G1 phase following tyrosol exposure for 5 days, which coincided with an increase in apoptotic and necrotic markers. This indicates differentiation followed by cell death, unlike the positive monocyte differentiation control PMA. This selective cytotoxic effect following differentiation indicates therapeutic potential against leukaemia.

Systemic Proteomic Analysis Reveals Distinct Exosomal Protein Profiles in Rheumatoid Arthritis

Objective. Rheumatoid arthritis (RA) is a complex disease with unknown pathogenesis. In recent years, fewer have paid attention to the broad spectrum of systemic markers of RA. The aim of this study was to identify exosomal candidate proteins in the pathogenesis of RA. Methods. Totally, 12 specimens of plasma from 6 RA patients and 6 age- and gender-matched controls from the Chinese population were obtained for nanoscale liquid chromatography coupled to tandem mass spectrometry (nano-LC-MS/MS) analysis to identify exosomal profiles. Results. A total of 278 exosomal proteins were detected. Among them, 32 proteins were significantly upregulated ( FC ≥ 2.0 and P < 0.05 ) and 5 proteins were downregulated ( FC ≤ 0.5 and P < 0.05 ). Bioinformatics analysis revealed that transthyretin (TTR), angiotensinogen (AGT), lipopolysaccharide-binding protein (LBP), monocyte differentiation antigen CD14 (CD14), cartilage oligomeric matrix protein (COMP), serum amyloid P (SAP/APCS), and tenascin (TNC) can interact with each other. Subsequently, these cross-linked proteins may be mainly involved in the inflammatory-related pathways to mediate the onset of RA. Noteworthy, the LBP/CD14 complex can promote the expression of IL-8 and TNF-α, eventually leading to the development of RA. Conclusions. Our findings suggest distinct plasmatic exosomal protein profiles in RA patients. These proteins not only take important parts in the vicious circle in the pathogenic process of RA but also serve as novel biomarkers in RA diagnosis and prognosis.

Enteric glial cells favour accumulation of anti-inflammatory macrophages during the resolution of muscularis inflammation

Objective: Monocyte-derived macrophages (Mϕs) are crucial regulators during muscularis inflammation. However, it is unclear which microenvironmental factors are responsible for monocyte recruitment and neurotrophic Mϕ differentiation in this paradigm. Here, we investigate Mϕ heterogeneity at different stages of muscularis inflammation and determine how environmental cues can attract and activate tissue protective Mϕs. Design: Single cell RNA sequencing was performed on immune cells from the muscularis of wild-type and CCR2-/- mice at different timepoints after muscularis inflammation. CX3CR1GFP/+ and CX3CR1CreERT2 R26YFP mice were analyzed by flow cytometry and immunofluorescence. The transcriptome of enteric glial cells (EGCs) was investigated using PLPCreERT2 Rpl22HA mice. In addition, we assessed the effect of supernatant from neurosphere-derived EGCs on monocyte differentiation based on the expression of pro- and anti-inflammatory factors. Results: Muscularis inflammation induced marked alterations in mononuclear phagocyte populations associated with a rapid infiltration of Ly6c+ monocytes that locally acquired unique transcriptional states. Trajectory inference analysis revealed two main pro-resolving Mϕs subpopulations during the resolution of muscularis inflammation, i.e. Cd206+ MhcIIhi and Timp2+ MhcIIlo Mϕs, which were both derived from CCR2+ monocytes. Interestingly, we found that EGCs were able to sense damage to the muscularis to stimulate monocyte recruitment and differentiation towards pro-resolving Mϕs via CCL2 and CSF1, respectively. Conclusion: Our study provides a comprehensive insight into pro-resolving Mϕ differentiation and their regulators during muscularis inflammation. We deepened our understanding in the interaction between EGCs and Mϕs, thereby highlighting pro-resolving Mϕ differentiation as a potential novel therapeutic strategy for the treatment of intestinal inflammation.