Next Article in Journal
Manufacture of a Stable Lyophilized Formulation of the Live Attenuated Pertussis Vaccine BPZE1
Previous Article in Journal
Mathematical Approach to Estimating the Main Epidemiological Parameters of African Swine Fever in Wild Boar
Previous Article in Special Issue
Sex-Differential Impact of Human Cytomegalovirus Infection on In Vitro Reactivity to Toll-Like Receptor 2, 4 and 7/8 Stimulation in Gambian Infants
 
 
Search for Articles:
Title / Keyword
Author / Affiliation / Email
Journal
Article Type
 
 
Advanced Search
 
Section
Special Issue
Volume
Issue
Number
Page
 
Journals
Vaccines
Volume 8
Issue 3
10.3390/vaccines8030522
vaccines-logo
Submit to this Journal Review for this Journal Propose a Special Issue
► Article Menu

Article Menu

share Share announcement Help format_quote Cite question_answer Discuss in SciProfiles thumb_up
...
Endorse textsms
...
Comment
first_page
settings
Order Article Reprints
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Dendritic Cells and Myeloid Derived Suppressor Cells Fully Responsive to Stimulation via Toll-Like Receptor 4 Are Rapidly Induced from Bone-Marrow Cells by Granulocyte-Macrophage Colony-Stimulating Factor

by
Ying Ying Kong
1,
Kirsty Wilson
2,
Vasso Apostolopoulos
3,*,† and
Magdalena Plebanski
2,*,†
1
Institute for Molecular and Cellular Biology, Agency for Science, Technology and Research (A*STAR), Singapore 138673, Singapore
2
School of Health and Biomedical Sciences, RMIT, Bundoora, VIC 3083, Australia
3
Institute for Health and Sport, Victoria University, Melbourne, VIC 3011, Australia
*
Authors to whom correspondence should be addressed.
†
These authors contributed equally to this work.
Vaccines 2020, 8(3), 522; https://doi.org/10.3390/vaccines8030522
Submission received: 1 September 2020 / Accepted: 7 September 2020 / Published: 12 September 2020
(This article belongs to the Special Issue Research on Innate Immunity and Inflammation)
Browse Figures
Versions Notes

Abstract

:
Dendritic cells (DCs) are commonly generated from bone marrow (BM) progenitor cells with granulocyte-macrophage colony-stimulating factor (GM-CSF) alone or in combination with interleukin 4 (IL-4). These cells are often harvested post day 5, when they acquire maturation markers and can stimulate T cells. Apart from DCs, myeloid derived suppressor cells (MDSCs) are also found within these cultures. However, little is known about the functional characteristics of DCs and MDSCs before day 5. Herein, using a murine model, it is shown that early DCs and MDSCs, even in cultures with GM-CSF alone, upregulate fully maturation and activation surface molecules in response to the toll-like receptor 4 (TLR4) ligand lipopolysaccharide (LPS) stimulation. Despite initially displaying lower marker expression levels, these cells efficiently induced T cell stimulation and cytokine production. Interestingly, Gr-1int MDSCs increased their T cell co-stimulatory activity upon TLR4 stimulation. Additionally, early DCs and MDSCs exhibited differential endocytic capacity for viral sized nanoparticles and bacterial sized microparticles. DCs internalized both particle sizes, whilst MDSCs only internalized the larger microparticles, with reduced endocytic activity over time in the culture. These findings have unveiled an important role for the rapid initiation of productive immunity by GM-CSF, with promising implications for future vaccine and DC immunotherapy developments.

1. Introduction

The bone marrow (BM) is the primary source of key immunostimulatory antigen presenting cells (APC) such as dendritic cells (DCs), as well as innate regulatory cells such as myeloid derived suppressor cells (MDSCs). DCs link the innate and adaptive immune system by recognizing pathogens and presenting peptide epitopes to T cells. They are the most efficient APC, able to prime naïve T cells. Although scarce in number, DCs are strategically located in most tissue niches, which allows them to interact proficiently with T cells and B cells [1]. DCs all have in common the ability to recognize pathogens, capture and process antigens, and present them to T cells to activate the adaptive immune response [1,2,3]. This process requires three signals: recognition of the peptide epitope in the major histocompatibility complex (MHC) by the T cell; expression of co-stimulatory molecules; and secretion of cytokines. Immature DCs typically express low to moderate levels of the co-stimulatory molecules CD80 (B7-1), CD86 (B7-2), CD40 and MHC class I and II [2]. When fully activated they are capable of secreting T helper (Th)1 polarizing cytokines such as interleukin (IL)-12, tumor necrosis factor (TNF) and interferon (IFN)-γ [4,5], and Th2 polarizing cytokines such as IL-4, IL-5, IL-6 and IL-13 [6].
Conversely, MDSCs are a heterogeneous population of early myeloid progenitors which can exert immuno-regulatory functions, and consist of immature granulocytes, macrophages and DCs [1,2,3]. These cells consistently express the surface integrin CD11b as well as varying levels of the myeloid lineage differentiation antigen, Gr-1 (Ly6G/Ly6C) [3,4,5]. MDSCs can be divided into two subsets: monocytic and granulocytic MDSCs. Several murine studies have identified additional markers such as F4/80, intracellular adhesion molecule 1 (ICAM-1) and C-C chemokine receptor 2 (CCR2) that are also expressed on MDSCs [3,6,7]. MDSCs, most prominently monocytic MDSCs, inhibit T cell activation and prevent antigen presentation of APCs by producing nitric oxide, reactive oxygen species (ROS) and arginase-1 [8,9].
The hematopoietic growth factor granulocyte-macrophage colony-stimulating factor (GM-CSF) has been commonly used to generate both DCs and MDSCs from BM cells in vitro. Administered intravenously in humans it is also capable of attracting monocytes, DC and MDSC precursors into circulation, where they can be captured to further expand them for diverse applications, for example, re-infusible DC-based vaccine therapies [10]. GM-CSF is a pro-inflammatory cytokine thought to be secreted by lymphocytes involved in the development of myeloid cells. GM-CSF is implicated in inflammatory conditions, due to its upregulation and ability to attract macrophages and direct monocytes into inflammatory type DCs during infection [11,12]. There have also been clinical benefits for some autoimmune and inflammatory conditions by blocking GM-CSF and/or the GM-CSF receptor [13].
GM-CSF BM cultures are heterogenous and include both functional DCs and macrophages with distinct marker expression and capabilities [14,15]. Other myeloid and granulocytic cell types may also be present in these cultures. BM-derived DCs grown in GM-CSF are highly phagocytic and have a survival advantage compared to steady state cells grown using fms-like tyrosine kinase 3 (FLT-3) ligand [16]. Lipopolysaccharide (LPS) has also been shown to increase the survival of GM-CSF derived DCs, mediated by the phosphoinositide 3-kinase (PI3K) pathway [17].
The functionality of BM cell derived DCs or MDSCs in early GM-CSF stage cultures has not been fully defined. Previously it has been shown that early stage (Day 3 or 4) GM-CSF derived DCs are functional, though their cytokine secretion and T cell stimulatory capacity are reduced in the presence of cancer cells [18]. Recent studies also suggest that the induction of mature inflammatory DCs by GM-CSF may also inadvertently induce MDSCs, thus potentially impeding the efficacy of DC-based vaccines and immunotherapies. This led us to investigate the properties and functions of DCs and MDSCs generated in early GM-CSF derived BM cultures (Day 3–5). Herein we use a murine model to characterize these cells and show that early DCs and MDSCs are capable of rapidly responding to pro-inflammatory stimuli to activate and undergo maturation, expressing high levels of T cell co-stimulatory molecules, whilst retaining endocytic properties. Importantly, early DCs post LPS maturation efficiently induce T cell proliferation, whereas early culture monocytic MDSCs do not induce T cell proliferation unless in the presence of the T cell stimulation molecules anti-CD3 and anti-CD28. Together these data shed new insight into the biology of DCs and MDSCs and suggest that these cell types are differentially regulated via the toll-like receptor 4 (TLR4) receptor to promote an overall pro-inflammatory environment.

2. Materials and Methods

2.1. Animals

C57BL/6 mice 6–8 weeks old were obtained from the Precinct Animal Centre (PAC) at the Alfred Medical Research and Educational Precinct (AMREP) (Melbourne, VIC, Australia). BALB/c mice aged between 6–8 weeks were obtained from Monash Animal Services (Melbourne, VIC, Australia). All experiments had ethics approval by the Animal Ethics Committee of AMREP under ethics numbers E/1032/2010/M, E/1052/2011/M and E/1130/2011/M.

2.2. Isolation of BM Cells from Mice

Mice were culled by CO2 asphyxiation. The mice were sprayed with 70% v/v ethanol to prevent bacterial contamination, and skin removed to expose the legs. Femur and tibia of both legs were extracted, and muscles removed. The bones were then soaked in 70% v/v ethanol for 1 min to ensure aseptic conditions. Bones were removed from ethanol and thoroughly washed before being moved to a fresh tube of sterile RPMI (supplemented with 10% fetal bovine serum (FBS), 2 mM L-glutamine, 20 mM HEPES, 0.1 mM 2 mercaptoethanol and 100 units/mL penicillin and 100 μg of streptomycin; complete media; CM). Both ends of each bone were carefully cut off to expose the BM. A 3 mL syringe with 25-gauge needle filled with CM was used to flush each bone to dislodge the BM. The cells were then disaggregated with a 1 mL pipette and filtered through a cell strainer (100 μm, Millipore, Billerica, MA, USA) into a 10 mL centrifuge tube. The cells were centrifuged at 1400 rpm for 5 min at room temperature. The supernatant was carefully removed, and BM cells (with erythrocytes) were re-suspended in 1 mL of Ammonium-Chloride-Potassium (ACK) lysis buffer for 1 min to lyse erythrocytes. Lysis buffer was diluted with 9 mL of CM and centrifuged again at 1400 rpm for 5 min at room temperature. The supernatant was removed carefully and the BM cells (without erythrocytes) were re-suspended in 10 mL of CM.

2.3. GM-CSF Derived DC Culture

The concentration of BM cells was adjusted to 5 × 105 cells/mL in CM. GM-CSF (PeproTech, Rocky Hill, NJ, USA) was added to the cell suspension at a final concentration of 10 ng/mL. Where stated, IL-4 (PeproTech, Rocky Hill, NJ, USA) was also added to the cultures at a final concentration of 5 ng/mL. BM cells were cultured in 24-well plates in 1 mL of CM with GM-CSF or GM-CSF + IL-4 and incubated at 37 °C in 5% CO2. Cells were harvested by gentle resuspension on either day 3, 4 or 5 unless otherwise stated. To harvest the cells, the plates were centrifuged at 1400 rpm for 5 min at 4 °C. The supernatant was collected, and cells were re-suspended in phosphate buffered saline (PBS) and prepared for cell surface staining.

2.4. DC Activation by Lipopolysaccharide

Where indicated, cells on culture days 3, 4 or 5 were co-cultured with or without LPS (1 μg/mL, derived from Escherichia coli; 0111:B4, Sigma-Aldrich, Louis, MO, USA) and incubated a further 24 h at 37 °C in 5% humid CO2 atmosphere. After 24 h, the plates were centrifuged, the supernatants were collected, and the cells harvested by gentle resuspension, for analysis by flow cytometry.

2.5. Preparation and Incubation of Fluorescent Particles in BM Culture

AF488-labelled carboxylate-modified polystyrene microspheres (0.04 μm (F8795, 5% solids in water, Lot # 41892A, and 0.5 μm carboxylate-modified polystyrene microspheres F8813, 2% solids in water + azide, Lot # 23115W, Invitrogen-Molecular Probes, Carlsbad CA, USA) were dialyzed in MilliQ water overnight and sonicated for 15 min to reduce aggregation before using. 40 nm fluorescent particles (8 × 104 particles/cell) and 500 nm fluorescent particles (51.2 particles/cell) were diluted in CM and added into the culture for 1 h before the cells were harvested by gently resuspending the culture. The particle uptake by cultured cells was analyzed by flow cytometry, measuring the intensity of the AF488 stain.

2.6. Fluorochrome-Conjugated Antibody Cocktail Preparation and Cell Surface Staining

All Fluorochrome-conjugated antibodies were titrated beforehand to determine optimal dilutions for detection by flow cytometry. The cells were harvested and stained with a combination of fluorochrome-conjugated antibodies (Table 1). Dead cells were discriminated using the LIVE/DEAD Fixable Aqua Dead Cell Stain Kit (Invitrogen, Life Technologies, Carlsbad, CA, USA). Antibodies were prepared in flow cytometry staining buffer (PBS + 2% v/v FBS) and cells were stained for 20 min on ice in the dark. After incubation, the cells were washed with staining buffer and centrifuged at 1400 rpm, at 4 °C for 5 min. The supernatant was carefully removed, and the cells were re-suspended in 100 μL of PBS/1% v/v paraformaldehyde. Samples were acquired with the LSRII (BD Biosciences, Franklin Lakes, NJ, USA) at the AMREP Flow Cytometry Core Facility (AMREP, Melbourne, Victoria, Australia). The data were analyzed using FlowJo Flow Cytometry Analysis Software (TreeStar Inc., Ashland, OR, USA). Cell clumps, dead cells and debris were removed during analysis on basis of the forward scatter/side scatter (FSC/SSC) and the Fixable Aqua Dead Cell Stain Kit to isolate live DCs; the percentage of live cells and the mean fluorescence intensity (MFI) and/or the percentage of marker expression were measured.

2.7. T Cell Purification

Splenocytes from naïve BALB/c mice were harvested and incubated with ACK lysis buffer for 3 min at RT to remove erythrocytes. T cells from splenocytes were isolated based on the manufacturer’s instructions using the MACS® Pan-T cells isolation kit (Miltenyi Biotec, Bergisch Gladbach, Germany). In brief, remaining cells were washed and incubated with a cocktail of biotin-conjugated antibodies against CD11b, CD11c, CD19, CD45R (B220), CD49b (DX5), CD105, MHCII, and Ter-119 for 10 min on ice and further incubated with anti-biotin magnetic beads for 15 min at 4 °C. The isolation of unlabeled T cells was achieved by depletion of magnetically labelled cells.

2.8. Mixed Leukocyte Reaction Assay

To evaluate the T cell stimulatory capacity of DCs derived from GM-CSF BM cultures at day 3 or 4, cultured cells were either left un-stimulated or stimulated with LPS and incubated for another 24 h at 37 °C in 5% humid CO2 atmosphere before they were harvested and stained with either anti-CD11c V450 (HL3), Gr-1 PerCP Cy5.5 or biotin Gr-1 (RB6-8C5)-Streptavidin-AlexaFluor 700 for 20 min on ice in the dark. The cells were then washed and re-suspended in PBS with 2% v/v FBS, 0.01 M of EDTA at a concentration of 107 cells/mL and sorted with a cell sorter (BD Influx, BD Biosciences, Franklin Lakes, NJ, USA) at the AMREP Flow Cytometry Core Facility. DCs, granulocytic MDSCs and monocytic MDSCs were sorted based on CD11c+ Gr-1-, CD11c- Gr-1hi and CD11c- Gr-1int expressions, respectively. Sorted BALB/c T cells (105 cells) were stained with CellTrace™ carboxyfluorescein succinimidyl ester (CFSE) cell proliferation kit, as per manufacturer’s instructions, (Molecular Probes, Eugene, OR, USA) and seeded into 96 well U-bottom plates with the sorted cells (3 × 103 cells/well) in triplicates and incubated for three days at 37 °C in 5% humid CO2 atmosphere. T cell proliferation was analyzed by measuring the MFI of CFSE via flow cytometry using the LSRII.

2.9. T Cell Co-Stimulation Assay

To assess the ability of cells isolated from day 3 or 4 GM-CSF derived BM cultures to induce T cell proliferation in the presence of an added stimulus, the cells were either left un-stimulated or stimulated with LPS for 24 h before they were harvested and sorted as described above. Sorted BALB/c T cells (105 cells) were stained with CellTrace™ CFSE cell proliferation kit and seeded with sorted cultured BM cells (3 × 103 cells). Soluble anti-CD3 (5 μg/mL) and anti-CD28 (5 μg/mL) (anti-CD3/28, eBioscience, Inc., San Diego, CA, USA) were added and the culture was incubated for three days at 37 °C in 5% humid CO2 atmosphere. T cell proliferation was analyzed by flow cytometry using the LSRII.

2.10. Cytokine Detection

To detect and quantify cytokines secreted by the cultured BM cells, supernatants from GM-CSF derived BM cultures, either un-stimulated or stimulated with LPS (1 µg/mL), incubated for 24 h at 37 °C in 5% humid CO2 atmosphere, were collected. Supernatants were analyzed using a cytometric bead array (CBA) inflammation kit (BD Biosciences, Franklin Lakes, NJ, USA), which included the cytokines IL-6, IL-10, monocyte chemoattractant protein 1 (MCP-1), and TNF. Preparation of the supernatants was performed following the manufacturer’s instructions. Briefly, for the CBA inflammation kit, 50 μL of either culture supernatant or standard cytokine solutions (0–5000 pg/mL) were incubated with 50 μL of cytokine capture beads and PE detection reagent for 2 h. Samples were acquired with the LSRII according to the CBA setup instructions in the kit. A minimum of 400 events/cytokine was acquired for each sample. Standard cytokine solutions included in the inflammation kit and flexsets were used to plot out the standard curves and quantitative analysis of cytokines was done using the FCAP Array software (Soft Flow Inc., St. Louis Park, MN, USA) based on the level of MFI.

2.11. Statistical Analyses

The data generated are shown as mean ± standard deviation (SD). All values were graphed and analyzed for statistical significance using Prism (GraphPad Software, Inc., San Diego, CA, USA). Student’s T-test was performed on two normally distributed experimental groups. For three or more experimental groups at a single time-point, one-way ANOVA with Tukey–Kramer multiple comparison tests was used if the data were normalized; if the data were not normalized, Kruskal–Wallis test with Dunnett’s multiple comparison test was used. Two-way ANOVA with Bonferroni post-tests was used for three or more experimental groups at two or more time-points. Statistical significance was indicated by the p-value (* denotes p < 0.05; ** denote p < 0.01, *** denote p < 0.001).

3. Results

3.1. GM-CSF Induces an Early Surge in DC Generation without Inducing Expression of Activation Markers in BM Cultures

In vitro DCs are generated from BM with various cytokine combinations such as GM-CSF, GM-CSF + IL-4 or FLT-3L among others over a period of 5–9 days [19,20,21]. Despite the wide range of possible cytokine combinations available for DC generation, GM-CSF remains the most used cytokine. Although these cultures have been widely studied for their immunogenicity, little is known about the DCs or other myeloid cells present at the earlier time-points (days 3–5) in these cultures.
The generation of in vitro DCs (characterized by surface expression of CD11c) from BM was systematically investigated by culturing murine BM cells for up to 7 days with GM-CSF alone or with GM-CSF + IL-4, monitoring the proportion of DCs daily using flow cytometry, measuring surface expression of CD11c. DC generation in GM-CSF cultures peaked and plateaued on day 5, while DC generation in GM-CSF + IL-4 cultures was slower and steadily continued to increase from days 3 to 7 (Figure 1A). By day 7 both cultures contained about 60% DCs (CD11c+ cells, Figure 1A). Expression of molecules associated with a mature DC phenotype (CD40, CD80, CD86 and MHCII) were significantly lower on DCs generated in GM-CSF cultures when compared to GM-CSF + IL-4 cultures, even though we observed a gradual increase in expression of these molecules from days 4 to 7 (Figure 1B). These results suggest that GM-CSF derived BM cultures can rapidly generate DC-like cells in culture with a more immature phenotype then DCs generated from GM-CSF + IL-4 cultures.

3.2. Phenotype of GM-CSF Cultured Cells Yield Conventional DCs, Granulocytic Gr-1hi and Monocytic Gr-1int MDSCs

The cells isolated from the BM cultures generated using either GM-CSF alone or GM-CSF + IL-4 were tested for differential expression of surface makers by determining the MFI within the CD11c+ population (Table 2). These GM-CSF derived DCs expressed lower levels of activation markers CD80 (751.3 ± 10.79), CD86 (991 ± 26.96), MHCII (2052 ± 248.6) than their GM-CSF + IL-4 counterparts (CD80, 1368 ± 13.5; CD86, 3229 ± 427; MHCII 12,634 ± 452.3) (Table 2). As expected, DCs derived from either culture, GM-CSF or GM-SCF + IL-4, exhibit a conventional DC phenotype, expressing CD11b but not B220, CD4 or CD8 (Figure 2). The DCs also expressed high levels of CD24 and CD44, which are associated with regulating T cell functions [22,23]. Based on the observations above, it can be postulated that GM-CSF derived DCs are conventional myeloid DCs that are less mature but may still be able to regulate T cell functions.
Within these cultures there were also a population of GM-CSF derived MDSCs identified. Upon analysis of GM-CSF derived Gr-1hi and Gr-1int MDSCs, they were found to have distinct morphologies (Supplementary Figure S1 and Figure S2) and growth patterns over time (Figure 3). Gr-1hi and Gr-1int MDSCs express high levels of CD11b (MFI 3827 ± 402.94), but not CD11c (MFI 31.27 ± 0.9), as well as low levels of other lineage markers such as CD62L (neutrophilic marker) (MFI 1157.33 ± 60.48), CD172α (MFI 523 ± 15.13) and F4/80 (myeloid markers) (MFI 533.33 ± 39.2) (Figure 4). Some MDSCs also expressed low levels of stem cell markers, c-kit (MFI 1126.67 ± 159.09) and Sca-1 (MFI 559.33 ± 27.79), suggesting that they are not just early-phase hematopoietic stem cells HSCs. The expression of these markers has been observed previously on MDSCs detected in tumor-bearing mice and cancer patients, suggesting that these cells are indeed the in vitro equivalents of the MDSCs found in the tumor microenvironment [6,24]. Furthermore, these MDSCs exhibit low levels of the activation markers CD80 (MFI 976.33 ± 93), CD86 (MFI 876.67 ± 37.63) and MHCII (MFI 478.67 ± 4.51). Apart from the different levels of Gr-1 expression (Gr-1hi, MFI 7071.33 ± 215.93; Gr-1int, MFI 820 ± 33.81), it was not possible to distinguish the two populations of MDSCs based on any other markers. There was also no detectable difference between the MDSCs generated from GM-CSF and GM-CSF + IL-4 cultures.

3.3. Functional Activation and Cytokine Secretion in Early GM-CSF Derived BM Cultures upon LPS Stimulation

Next, it was examined whether the DCs generated in early GM-CSF cultures would be fully functional upon TLR stimulation at this early stage of development. To assess this, cells derived from GM-CSF BM cultures were stimulated on day 3 with the TLR4 agonist LPS for 24 h and expression of surface activation markers on the different cell subsets was analyzed by flow cytometry. Day 3 DCs generally expressed lower levels of the co-stimulatory marker CD80 compared to cells stimulated on days 4 or 5 of culture. However, day 3 DCs were able to up-regulate expression of activation markers such as CD80 from 0.68% ± 0.42 to 19.67% ± 0.84, CD86 from 10.25% ± 0.73 to 70.53% ± 4.14, and MHCII from 5.27% ± 0.19 to 20.67% ± 2.07 (Figure 5A). This up-regulation was similar to the percentage on day 4 (CD80, from 7.11% ± 1.33 to 25.97% ± 7.47; CD86, from 10.3% ± 2.35 to 51.2% ± 10.19; MHCII, from 8.91% ± 0.94 to 17.33% ± 5.65) and 5 (CD80, from 9.52% ± 0.72 to 38.7% ± 9.88; CD86, from 14% ± 2.77 to 69.5% ± 8.61; MHCII, from 12.87% ± 0.68 to 24.57% ± 4.05) DCs upon LPS stimulation (Figure 5A). This suggests that these early DCs are readily activated upon stimulation despite their relatively immature phenotype. Sheng et al., have also demonstrated that by day 6, DCs stimulated with zymosan (TLR2) or LPS (TLR4) could not reach the same level of activation marker expression (MFI) induced on DCs stimulated after three days in GM-CSF cultures [25]. GM-CSF derived DCs were further compared with DCs from GM-CSF + IL-4 cultures. It was noted that GM-CSF + IL-4 DCs upregulated CD80, CD86 and MHCII upon LPS stimulation. Furthermore, GM-CSF + IL-4 DCs expressed 41.17% ± 5.01 CD80, 40.67% ± 12.21 CD86 and 34.3% ± 5.72 MHCII (Figure 5B), which was higher than the GM-CSF derived DCs. However, co-stimulatory marker expression decreased over time in GM-CSF + IL-4 cultures, regardless if they were stimulated or not (Figure 5B). Whilst LPS stimulation significantly up-regulated expression levels, it did not restore them to the same expression levels observed on day 3 (Figure 5). Furthermore, co-stimulatory and activation marker expression on MDSCs (both Gr-1hi and Gr-1int) was minimally altered following stimulation with LPS on days 3–5 (Supplementary Figure S3).
Additionally, the cytokine secretion (IL-6, IL-10, CCL2 (MCP-1), TNF) from supernatants of day 3 and 4 GM-CSF derived cultures that were stimulated with LPS for 24 h were analyzed using a CBA. Large increases in the secretion of pro-inflammatory IL-6 (day 3, 15,042.44 pg/mL ± 2171.45; day 4, 21,103.06 pg/mL ± 7872.14) and TNF (day 3, 8661.14 pg/mL ± 1319.9; day 4, 8533.87 pg/mL ± 1560.76) were measured, as well as the anti-inflammatory cytokine IL-10 (day 3, 341.39 pg/mL ± 128.97; day 4, 273.37 pg/mL ± 40.86) (Figure 6). Furthermore, a smaller but significant increase in the chemokine CCL2 (day 3, 1450.8 pg/mL ± 509.98; day 4, 659.21 pg/mL ± 554.28) was measured (Figure 6). These results confirm that the cells in these early cultures are indeed functional.

3.4. Early DCs Stimulate T Cells upon TLR4 Stimulation

To examine whether DCs and MDSCs harvested from the early cultures were able to induce T cells, a hallmark property of mature DCs, a mixed lymphocyte reaction (MLR) was used. Firstly, cells of day 3 or 4 GM-CSF or GM-CSF + IL-4 cultures were stimulated with LPS (1 μg/mL), or left unstimulated, for 24 h. They were then harvested and sorted for CD11c+ Gr-1- (DCs), CD11c- CD11b+ Gr-1hi and CD11c- CD11b+ Gr-1int (MDSCs) populations. Additionally, allogeneic T cells from the spleen of BALB/c mice were enriched using MACS® columns. The sorted cells were then co-incubated with the enriched T cells (1 DCs: 30 T cells ratio) for a further 72 h and proliferation was assessed using CFSE staining (each cell division is indicated by a dilution of the CFSE dye). Early stage DCs from non-stimulated (NS) GM-CSF cultures induced T cell proliferation (Figure 7A, first panel), yet the Gr-1hi and Gr-1int MDSC populations did not (Figure 7B,C, first panel). Further investigation revealed that early GM-CSF derived DCs stimulated by LPS slightly increased their capacity to induce T cell proliferation (Figure 7A, second panel). Early MDSCs stimulated with LPS did not change, even decreased, their capacity to induce T cell proliferation (Figure 7B,C, second panel). Similar observations were detected with the GM-CSF + IL-4 derived DCs and MDSCs, where the GM-CSF + IL-4 DCs induced the greatest T cell proliferation, following LPS stimulation (Figure 7A, fourth panel). These results indicate that early GM-CSF derived DCs are capable of stimulating T cell proliferation, consistent with their heightened stimulatory phenotype following LPS stimulation. Conversely, the diminished ability of MDSCs to induce T cell proliferation is consistent with their lack of a stimulatory phenotype (Supplementary Figure S3).

3.5. The Addition of LPS Enhances the Ability of Early MDSCs to Co-Stimualte T Cell Proliferation, in the Presence of Anti-CD3 and Anti-CD28

As expected, DCs had a superior ability to induce T cell proliferation to MDSCs, which are known to have a suppressive role. To assess the ability of MDSCs to induce T cell proliferation in the presence of an added stimulus, and the effect of LPS on this function, cells of day 3 GM-CSF or GM-CSF + IL-4 cultures were stimulated, or not, with LPS (1 μg/mL) for 24 h. The cells were then harvested and sorted for Gr-1hi and Gr-1int MDSCs, as well as CD11c+ DCs using FACS. Additionally, allogeneic T cells from the spleen of BALB/c mice were enriched using MACS® columns and co-incubated with the sorted DCs, as above, though in the presence of anti-CD3 and anti-CD28 (to stimulate T cells), for 72 h. The number of T cell divisions, in response to co-stimulation of anti-CD3/CD28 and either DCs or MDSCs was measured. Results showed that early MDSCs, particularly GM-CSF derived Gr-1int MDSCs, do not co-stimulate T cells as readily as GM-CSF derived GR-1hi MDSCs and DCs (Figure 8A–C, first panels, Figure 8D).
Pre-treatment with LPS enhanced the co-stimulatory capacity of GM-CSF derived GR-1int MDSCs, to the levels of GR-1hi MDSCs and DCs (Figure 8A–C, second panels, Figure 8D). Interestingly, all GM-CSF + IL-4 derived cell subsets stimulated lower levels of T cell proliferation. The lowest levels of T cell co-stimulation in GM-CSF + IL-4 derived cells were observed with the GR-1int MDSCs (Figure 8C, third panel, Figure 8D). Again, pre-treatment with LPS was able to enhance the co-stimulatory capacity of GR-1int MDSCs, comparable to GR-1hi MDSCs, but not to the level of DCs (Figure 8A–D). Whereas DCs and GR-1hi MDSCs were able to strongly co-stimulate T cells in the presence of anti-CD3 and anti-CD28, GR-1int cells displayed reduced co-stimulatory capacity and required an additional signal, i.e., LPS treatment, to acquire their co-stimulatory ability. These data suggest that the GM-CSF and GM-CSF + IL-4 derived MDSC subsets are fully functional in the early day 3-4 cultures.

3.6. Differential Uptake Capacity by Early GM-CSF Derived DCs and MDSCs

To assess another important function of DCs, endocytic capacity, cells from day 3, 4 and 5 GM-CSF derived BM cultures were incubated with fluorescent nanoparticles of two different sizes, 40 nm or 500 nm (to mimic small and larger pathogens, respectively), for one hour and uptake was assessed by flow cytometry. Both 40 nm and 500 nm fluorescent particles were taken up by GM-CSF derived DCs (Figure 9A). However, there was a significant decrease in the uptake of 40 nm fluorescent particles on day 4 and 5 (44.57% ± 4.18, 24.2% ± 4.88, 8.83% ± 2.22 on days 3, 4 and 5, respectively) (Figure 9A), suggesting that their endocytic capacity decreases as these DCs mature. Interestingly, uptake of 500 nm fluorescent particles by DCs remained constant throughout day 3 (76.57% ± 2.82), 4 (76.23% ± 0.75) and 5 (77.1% ± 3.74) (Figure 9A).
In contrast, uptake of 40 nm particles was minimally detected in Gr-1hi MDSCs (0.13% ± 0.007, 0.14% ± 0.005, 0.06% ± 0.02 on days 3, 4 and 5, respectively), and Gr-1int MDSCs, where a very small percentage of cells tested positive for uptake of 40 nm particles (0.35% ± 0.01, 0.94% ± 0.15, 0.48% ± 0.04 on days 3, 4 and 5, respectively), though no significant changes were observed over time (Figure 9B). Both Gr-1hi and Gr-1int MDSCs were able to ingest 500 nm particles efficiently (Figure 9B). Unlike DCs, the capacity of MDSCs to take up 500 nm particles was significantly reduced in cells from day 4 (11.39 ± 1.52 and 15.83% ± 2.14 for Gr-1hi and Gr-1int MDSCs, respectively) and day 5 (6.09% ± 1.24 and 13.27% ± 2.9 for Gr-1hi and Gr-1int MDSCs, respectively) cultures when compared to cells from day 3 cultures (35.37% ± 0.91 and 37.67% ± 3.47 for Gr-1hi and Gr-1int MDSCs, respectively) (Figure 9B,C).
Similar results were seen when analyzing the uptake capacity of early DCs and MDSCs from GM-CSF + IL-4 derived BM cultures. In contrast to GM-CSF only cultures, where 44.57% ± 4.81 of early DCs had taken up 40 nm particles, only 4.84% ± 1.05 of early DCs derived from GM-CSF + IL-4 cultures tested positive for 40nm bead uptake on day 3 (Figure 9D). The uptake did not significantly change in DCs from day 4 and 5 cultures (Figure 9D). Furthermore, a small, but not significant, reduction in the uptake of 500 nm particles was observed for DCs on day 4 and 5 when compared to day 3 cultures (Figure 9D). Both Gr-1hi and Gr-1int MDSCs derived from GM-CSF + IL-4 cultures showed minimal uptake of 40 nm particles in a very small proportion of cells from day 3 (1.21% ± 0.83 and 1.06% ± 0.79, respectively), day 4 (0.04% ± 0.005 and 0.08% ± 0.03, respectively) and day 5 (0.22% ± 0.32 and 0.27% ± 0.37, respectively) cultures (Figure 9E). Similarly to their GM-CSF derived counterparts, Gr-1hi and Gr-1int MDSCs derived from GM-CSF + IL-4 cultures were able to take up 500 nm particles (50.67% ± 9.98 and 42.7% ± 9.44 on day 3, respectively, Figure 9E,F) and, furthermore, their capacity to take up these particles decreased over time (26.4% ± 5.68 and 26.4% ± 4.25 on day 4, 11.4% ± 7.15 and 14.66% ± 7.7 on day 5, respectively) (Figure 9E,F).

4. Discussion

DCs are renowned for their potent antigen-presentation properties and have been extensively studied over the last decade as targets in immunotherapies and vaccines [26,27,28]. Given many studies on DCs and most DC immunotherapies use GM-CSF derived culture systems, it is of interest to understand the characteristics of these types of cultures further. Most studies generate DCs in vitro from human peripheral blood or murine BM. They are often generated using GM-CSF alone or with a mixture of additional cytokines such as IL-4, and additional maturation agents such as IL-6, TNF, IFN-γ or TLR agonists for a period of time if using for immunotherapies [10,20,29]. Such extended cultures can increase the yield of DCs with a mature phenotype, which is ideal for inducing an immune response [20,29]. The current study has shown that the crucial period for DC generation occurs between day 3 and 4 in GMCSF derived cultures using cells that are derived from HSCs. These early GM-CSF DCs displayed a conventional DC phenotype (B220-CD4-CD8-CD11b+CD11c+) and expressed lower levels of co-stimulatory molecules when compared to later-stage DCs (> day 4) or GM-CSF + IL-4 derived DCs. In addition, they were capable of upregulating co-stimulatory molecules and activating T cells upon stimulation with LPS, as well as displaying functional endocytic capacity. These data show that early GM-CSF derived DCs display the important properties of their more mature counterparts and thus may present an interesting target for immunotherapies. Although GM-CSF is primarily used to generate in vitro DCs, these cultures do not only contain the desired DCs, but also other myeloid cell types [14,30].
In recent studies, GM-CSF has been shown to generate a suppressive myeloid cell subset, MDSCs [2,3,4]. MDSCs are a mixture of early myeloid progenitors, such as immature granulocytes, macrophages, and DCs [2,3]. Their phenotype and functions have been studied in detail only more recently [31,32]. Whilst some studies use CD11b+, GR-1+ phenotype to describe MDSCs in different disease models [33,34,35], others define granulocytic MDSCs as Ly6Ghi and monocytic MDSCs as Ly6Chi [36,37]. Here it is shown that GR-1hi MDSCs are morphologically granulocytic, confirmed by their expression of Ly6G, and GR-1int MDSCs are monocytic like cells morphologically and express high levels of Ly6C. This is consistent with other reports of GR-1 and Ly6C/G expression [37,38]. MDSCs are potent suppressor cells, and their presence in various pathological conditions has been proven to cause damaging effects and worsen prognosis in patients [39]. The present data show that MDSCs are generated in vitro alongside early DCs in the GM-CSF and GM-CSF + IL-4 cultures. Early MDSCs do not have the same ability to stimulate T cells, compared to DCs. Though it has also been shown that these early MDSCs are functional in terms of their ability to co-stimulate T cell proliferation in the presence of anti-CD3 and anti-CD28, but not without this extra signal. Interestingly, this effect of GR-1int MDSCs could be enhanced upon LPS stimulation. Whether this ability is correlated with their suppressive capacity is yet unknown.
Previous studies have shown that early MDSCs lose their anti-inflammatory state in septic mice [40]. Additionally, TLR stimulation has been shown to block the suppressive effects of MDSCs in tumor-bearing mice [41], indicating that MyD88 signaling may play a role in the abrogation of the suppressive effects of MDSCs. Similarly, Greifenberg et al., analyzed in vitro GM-CSF cultures stimulated with LPS and IFN-γ and showed a higher level of nitric oxide production [42]. Stimulation with LPS diminished the T cell suppressive capacity in the culture [42]. Interestingly, in their study they assessed in vivo MDSC populations and found two splenic populations (Gr-1+, CD11b+ cells) that have MDSC phenotypes and a capacity to suppress T cells in vitro [42]. Bunt et al., analyzed blood MDSCs from mice with mammary tumors, which induces an inflammatory environment, and found that in the presence of IFN-γ and LPS, the mice produced more IL-10 and increased expression of CD14 on MDSCs, which was TLR4 dependent [43]. Others have assessed the influence of chemotherapy (Paclitaxel) on GM-CSF cultures, and observed that low level paclitaxel did not interfere with their generation, instead it increased DC numbers in the culture, though in a TLR4 independent manner [44]. Hong et al. described the importance of MyD88 in MDSC-induced NADPH oxidase and arginase-1 production [45]. MyD88 knockout MDSCs failed to induce suppression in tumor-bearing mice, which resulted in an immunogenic response, followed by a significant reduction in tumor mass [45]. This suggests that with the use of appropriate conditions to grow the DCs used for a vaccine or immunotherapeutic treatment, it might be possible to reduce or eliminate the suppressive effects of MDSCs and ensure that the early DCs are sufficiently activated to stimulate a potent T cell response.
In future it would be important to not only assess MDSCs T cell suppressive ability, but also measure the production of cytokines (i.e., IL-10) and analyze the levels of arginase 1 and ROS and NO production in the cultures. Whilst the present study has not examined the cytokine profile of cells derived from GM-CSF + IL-4 cultures, similar studies have shown TNF-α and IL-12p70 secretion in rat BM cultures of both GM-CSF and GM-CSF + IL-4 cultures [46]. Additionally, upon stimulation with LPS, both cytokines were increased more in GM-CSF + IL-4, compared to GM-CSF alone, cultures [46]. Future studies comparing these cultures should expand the panel of cytokines analyzed, both with and without LPS stimulation. Other cells in the culture may also contribute to the cytokine profile, therefore future studies may also look for the presence of F4/80+ macrophages. As these cells are strongly adherent (not collected for the above study) [15], they were not expected to be present in high numbers in this study.
Furthermore, this study investigated the endocytic capacity of early DCs and MDSCs generated from GM-CSF derived BM cultures. The initial endocytic capacity of the GM-CSF derived early DCs and MDSCs was assessed by incubating with 40 nm and 500 nm particles for one hour and noted that the early DCs could take up 40 nm and 500 nm particles. However, the uptake ability of the 40 nm particles decreased over two days of maturation, whereas uptake of 500 nm particles was maintained. Previous studies have shown that BM derived DCs take up 40 nm particles utilizing the caveolar endocytic pathway, whereas 500 nm nanoparticles are taken up by phagocytosis [47]. Extending the incubation time to 24 h for the particles with the cells showed a small but significant difference in the 40 nm and 500 nm particle uptake in DCs over time (data not shown). This suggests that while these early DCs are capable of taking up particles of both sizes, it is their rate of uptake of 40 nm particles that is affected as they mature. This was further confirmed by the fact that early GM-CSF + IL-4 derived DCs (the mature equivalent of GM-CSF derived DCs) did not effectively take up 40 nm particles after one hour of incubation. Other studies have shown that immature DCs have higher endocytic capacity and that maturation has a specific downregulation effect on phagocytosis and macropinocytosis [48,49]. Interestingly, these studies also showed that DC maturation did not affect uptake of nanoparticles by certain mechanisms, such as receptor mediated endocytosis [48,49]. The heterogeneity in DC subsets and type of activating signal may also influence the phagocytic ability of DCs, with CD40 ligand-activated cells retaining phagocytic and presentation capabilities, though these processes were diminished in LPS-activated cells [50].
When the uptake of MDSCs was investigated, the data showed that both MDSC subsets preferred 500 nm particles, although some cells took up 40 nm particles. This was consistent with early MDSCs derived from both GM-CSF and GM-CSF + IL-4 cultures. Both cultures showed a similar trend of a decrease in uptake of the 500 nm particles over time, which suggests that MDSCs generated from both GM-CSF cultures and GM-CSF + IL-4 cultures are similar in terms of maturity and function. Given the distinct preferences in particle size uptake by early DCs and MDSCs, it suggests different kinetics of endocytosis in the different cell types. Future studies would benefit from analyzing the influence of LPS stimulation on endocytosis in both DC and MDSC populations.

5. Conclusions

Taken together, the data presented here reveal information on the type of cells and their function in early GM-CSF derived BM cultures. This may have additional potential value for early GM-CSF-derived DCs for their use in vaccine models and immunotherapies. Further investigation is required to fully comprehend and effectively manipulate these cultured cells. The data discussed show that cells harvested from early GM-CSF (as well as GM-CSF + IL-4) derived BM cultures yield functional DCs and MDSCs, which are useful tools to study maturation, activation and T cell stimulation capabilities, as well as endocytic capacity, within these cultures. Given their higher endocytic capacity, early DCs may also be a promising candidate for future immunotherapies, though much more research would be needed to confirm this direction.

Supplementary Materials

The following are available online at https://www.mdpi.com/2076-393X/8/3/522/s1, Figure S1: Morphology of early stage DCs and MDSCs. Morphology of sorted cell populations; CD11c+ resembling DCs, Gr-1hicells resembling granulocytes (termed, granulocytic MDSCs); Gr-1int cells resembling monocytes (termed monocytic MDSCs), Figure S2: Expression of Ly6C and Ly6G on CD11b+, GR-1+ MDSCs. BM cells were cultured with GM-CSF for 3 days and phenotype of CD11c-, CD11b+, GR-1+ MDSCs assessed by flow cytometry. (A) Percentage of CD11c-, CD11b+ cells that are GR-1hi and GR-1int. (B) MFI of Ly6G and Ly6C on GR-1hi and GR-1int cells. GR-1hi cells express both Ly6G and Ly6C, whereas GR-1int cells only express Ly6C. (C). Representative histograms of Ly6C and Ly6G with GR-1hi and Gr-1int overlays. n = 2 mice, Figure S3: Expression of co-stimulatory markers on early (D3–5) GM-CSF derived MDSCs upon LPS stimulation. Day 3–5 GM-CSF derived BM MDSCs were stimulated with LPS for 24 h prior to harvesting. The expression of the maturation and activation markers CD40, CD80, CD86 and MHCII were analyzed using flow cytometry. The shaded grey area represents unstained control cells, solid black line represents unstimulated cells and dotted black line represents cells stimulated with LPS. Results shown are representative dot plots of three mice.

Author Contributions

Conceptualization, M.P., V.A.; methodology, M.P., V.A. and Y.Y.K.; formal analysis, Y.Y.K.; investigation, Y.Y.K.; data curation, Y.Y.K., K.W., M.P.; writing—original draft preparation, Y.Y.K., K.W., V.A. and M.P.; writing—review and editing, Y.Y.K., K.W., V.A. and M.P.; supervision, V.A. and M.P. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Acknowledgments

The authors would like to thank Martina Fuchsberger for her support and advice throughout this study.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Geissmann, F.; Jung, S.; Littman, D.R. Blood monocytes consist of two principal subsets with distinct migratory properties. Immunity 2003, 19, 71–82. [Google Scholar] [CrossRef] [Green Version]
  2. Rossner, S.; Voigtlander, C.; Wiethe, C.; Hanig, J.; Seifarth, C.; Lutz, M.B. Myeloid dendritic cell precursors generated from bone marrow suppress T cell responses via cell contact and nitric oxide production in vitro. Eur. J. Immunol. 2005, 35, 3533–3544. [Google Scholar] [CrossRef] [PubMed]
  3. Dolcetti, L.; Peranzoni, E.; Ugel, S.; Marigo, I.; Fernandez Gomez, A.; Mesa, C.; Geilich, M.; Winkels, G.; Traggiai, E.; Casati, A.; et al. Hierarchy of immunosuppressive strength among myeloid-derived suppressor cell subsets is determined by GM-CSF. Eur. J. Immunol. 2010, 40, 22–35. [Google Scholar] [CrossRef] [PubMed]
  4. Morales, J.K.; Kmieciak, M.; Knutson, K.L.; Bear, H.D.; Manjili, M.H. GM-CSF is one of the main breast tumor-derived soluble factors involved in the differentiation of CD11b-Gr1- bone marrow progenitor cells into myeloid-derived suppressor cells. Breast Cancer Res. Treat. 2010, 123, 39–49. [Google Scholar] [CrossRef] [Green Version]
  5. Zhang, X.; Munegowda, M.A.; Yuan, J.; Wei, Y.; Xiang, J. Optimal TLR9 signal converts tolerogenic CD4-8- DCs into immunogenic ones capable of stimulating antitumor immunity via activating CD4+ Th1/Th17 and NK cell responses. J. Leukoc. Biol. 2010, 88, 393–403. [Google Scholar] [CrossRef] [PubMed]
  6. Movahedi, K.; Guilliams, M.; Van den Bossche, J.; Van den Bergh, R.; Gysemans, C.; Beschin, A.; De Baetselier, P.; Van Ginderachter, J.A. Identification of discrete tumor-induced myeloid-derived suppressor cell subpopulations with distinct T cell-suppressive activity. Blood 2008, 111, 4233–4244. [Google Scholar] [CrossRef] [PubMed]
  7. Huang, B.; Lei, Z.; Zhao, J.; Gong, W.; Liu, J.; Chen, Z.; Liu, Y.; Li, D.; Yuan, Y.; Zhang, G.M.; et al. CCL2/CCR2 pathway mediates recruitment of myeloid suppressor cells to cancers. Cancer Lett. 2007, 252, 86–92. [Google Scholar] [CrossRef]
  8. Bingisser, R.M.; Tilbrook, P.A.; Holt, P.G.; Kees, U.R. Macrophage-derived nitric oxide regulates T cell activation via reversible disruption of the Jak3/STAT5 signaling pathway. J. Immunol. 1998, 160, 5729–5734. [Google Scholar]
  9. Bronte, V.; Serafini, P.; Mazzoni, A.; Segal, D.M.; Zanovello, P. L-arginine metabolism in myeloid cells controls T-lymphocyte functions. Trends Immunol. 2003, 24, 302–306. [Google Scholar] [CrossRef]
  10. Huber, A.; Dammeijer, F.; Aerts, J.; Vroman, H. Current State of Dendritic Cell-Based Immunotherapy: Opportunities for in vitro Antigen Loading of Different DC Subsets? Front. Immunol. 2018, 9, 2804. [Google Scholar] [CrossRef]
  11. Hamilton, J.A.; Achuthan, A. Colony stimulating factors and myeloid cell biology in health and disease. Trends Immunol. 2013, 34, 81–89. [Google Scholar] [CrossRef] [PubMed]
  12. Ushach, I.; Zlotnik, A. Biological role of granulocyte macrophage colony-stimulating factor (GM-CSF) and macrophage colony-stimulating factor (M-CSF) on cells of the myeloid lineage. J. Leukoc. Biol. 2016, 100, 481–489. [Google Scholar] [CrossRef]
  13. Hamilton, J.A. GM-CSF as a target in inflammatory/autoimmune disease: Current evidence and future therapeutic potential. Expert Rev. Clin. Immunol. 2015, 11, 457–465. [Google Scholar] [CrossRef] [PubMed]
  14. Helft, J.; Bottcher, J.; Chakravarty, P.; Zelenay, S.; Huotari, J.; Schraml, B.U.; Goubau, D.; e Sousa, C.R. GM-CSF Mouse Bone Marrow Cultures Comprise a Heterogeneous Population of CD11c(+)MHCII(+) Macrophages and Dendritic Cells. Immunity 2015, 42, 1197–1211. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  15. Wang, J.; Dai, X.; Hsu, C.; Ming, C.; He, Y.; Zhang, J.; Wei, L.; Zhou, P.; Wang, C.Y.; Yang, J.; et al. Discrimination of the heterogeneity of bone marrowderived dendritic cells. Mol. Med. Rep. 2017, 16, 6787–6793. [Google Scholar] [CrossRef] [Green Version]
  16. Zhang, W.; Ding, Y.; Sun, L.; Hong, Q.; Sun, Y.; Han, L.; Zi, M.; Xu, Y. Bone marrow-derived inflammatory and steady state DCs are different in both functions and survival. Cell. Immunol. 2018, 331, 100–109. [Google Scholar] [CrossRef]
  17. Chen, S.; Li, X.; Zhang, W.; Zi, M.; Xu, Y. Inflammatory compound lipopolysaccharide promotes the survival of GM-CSF cultured dendritic cell via PI3 kinase-dependent upregulation of Bcl-x. Immunol. Cell Biol. 2018, 96, 912–921. [Google Scholar] [CrossRef]
  18. Kong, Y.Y.; Fuchsberger, M.; Plebanski, M.; Apostolopoulos, V. Alteration of early dendritic cell activation by cancer cell lines predisposes immunosuppression, which cannot be reversed by TLR4 stimulation. Acta Biochim. Biophys. Sin. 2016, 48, 1101–1111. [Google Scholar] [CrossRef] [Green Version]
  19. Labeur, M.S.; Roters, B.; Pers, B.; Mehling, A.; Luger, T.A.; Schwarz, T.; Grabbe, S. Generation of tumor immunity by bone marrow-derived dendritic cells correlates with dendritic cell maturation stage. J. Immunol. 1999, 162, 168–175. [Google Scholar]
  20. Xu, Y.; Zhan, Y.; Lew, A.M.; Naik, S.H.; Kershaw, M.H. Differential development of murine dendritic cells by GM-CSF versus Flt3 ligand has implications for inflammation and trafficking. J. Immunol. 2007, 179, 7577–7584. [Google Scholar] [CrossRef] [Green Version]
  21. Mayordomo, J.I.; Zorina, T.; Storkus, W.J.; Zitvogel, L.; Garcia-Prats, M.D.; DeLeo, A.B.; Lotze, M.T. Bone marrow-derived dendritic cells serve as potent adjuvants for peptide-based antitumor vaccines. Stem Cells 1997, 15, 94–103. [Google Scholar] [CrossRef] [PubMed]
  22. Li, O.; Chang, X.; Zhang, H.; Kocak, E.; Ding, C.; Zheng, P.; Liu, Y. Massive and destructive T cell response to homeostatic cue in CD24-deficient lymphopenic hosts. J. Exp. Med. 2006, 203, 1713–1720. [Google Scholar] [CrossRef] [PubMed]
  23. Hegde, V.L.; Singh, N.P.; Nagarkatti, P.S.; Nagarkatti, M. CD44 mobilization in allogeneic dendritic cell-T cell immunological synapse plays a key role in T cell activation. J. Leukoc. Biol. 2008, 84, 134–142. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  24. Zhang, B.; Wang, Z.; Wu, L.; Zhang, M.; Li, W.; Ding, J.; Zhu, J.; Wei, H.; Zhao, K. Circulating and tumor-infiltrating myeloid-derived suppressor cells in patients with colorectal carcinoma. PLoS ONE 2013, 8, e57114. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  25. Sheng, K.C.; Pietersz, G.A.; Wright, M.D.; Apostolopoulos, V. Dendritic cells: Activation and maturation—Applications for cancer immunotherapy. Curr. Med. Chem. 2005, 12, 1783–1800. [Google Scholar] [CrossRef]
  26. Constantino, J.; Gomes, C.; Falcao, A.; Neves, B.M.; Cruz, M.T. Dendritic cell-based immunotherapy: A basic review and recent advances. Immunol. Res. 2017, 65, 798–810. [Google Scholar] [CrossRef]
  27. Schuler-Thurner, B.; Schultz, E.S.; Berger, T.G.; Weinlich, G.; Ebner, S.; Woerl, P.; Bender, A.; Feuerstein, B.; Fritsch, P.O.; Romani, N.; et al. Rapid induction of tumor-specific type 1 T helper cells in metastatic melanoma patients by vaccination with mature, cryopreserved, peptide-loaded monocyte-derived dendritic cells. J. Exp. Med. 2002, 195, 1279–1288. [Google Scholar] [CrossRef]
  28. Mastelic-Gavillet, B.; Balint, K.; Boudousquie, C.; Gannon, P.O.; Kandalaft, L.E. Personalized Dendritic Cell Vaccines-Recent Breakthroughs and Encouraging Clinical Results. Front. Immunol. 2019, 10, 766. [Google Scholar] [CrossRef] [Green Version]
  29. Bhargava, A.; Mishra, D.; Banerjee, S.; Mishra, P.K. Dendritic cell engineering for tumor immunotherapy: From biology to clinical translation. Immunotherapy 2012, 4, 703–718. [Google Scholar] [CrossRef]
  30. Inaba, K.; Inaba, M.; Deguchi, M.; Hagi, K.; Yasumizu, R.; Ikehara, S.; Muramatsu, S.; Steinman, R.M. Granulocytes, macrophages, and dendritic cells arise from a common major histocompatibility complex class II-negative progenitor in mouse bone marrow. Proc. Natl. Acad Sci. USA 1993, 90, 3038–3042. [Google Scholar] [CrossRef] [Green Version]
  31. Zhao, Y.; Wu, T.; Shao, S.; Shi, B.; Zhao, Y. Phenotype, development, and biological function of myeloid-derived suppressor cells. Oncoimmunology 2016, 5, e1004983. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  32. Rodriguez, P.C.; Ernstoff, M.S.; Hernandez, C.; Atkins, M.; Zabaleta, J.; Sierra, R.; Ochoa, A.C. Arginase I-producing myeloid-derived suppressor cells in renal cell carcinoma are a subpopulation of activated granulocytes. Cancer Res. 2009, 69, 1553–1560. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  33. Chen, C.; Tan, L.; Zhu, W.; Lei, L.; Kuang, Y.; Liu, P.; Li, J.; Chen, X.; Peng, C. Targeting Myeloid-Derived Suppressor Cells Is a Novel Strategy for Anti-Psoriasis Therapy. Med. Inflamm. 2020, 2020, 8567320. [Google Scholar] [CrossRef] [PubMed]
  34. Wu, J.; Zheng, L.; Mo, J.; Yao, X.; Fan, C.; Bao, Y. Protective Effects of MitoTEMPO on Nonalcoholic Fatty Liver Disease via Regulating Myeloid-Derived Suppressor Cells and Inflammation in Mice. Biomed. Res. Int. 2020, 2020, 9329427. [Google Scholar] [CrossRef]
  35. Weber, R.; Riester, Z.; Huser, L.; Sticht, C.; Siebenmorgen, A.; Groth, C.; Hu, X.; Altevogt, P.; Utikal, J.S.; Umansky, V. IL-6 regulates CCR5 expression and immunosuppressive capacity of MDSC in murine melanoma. J. Immunother. Cancer 2020, 8, e000949. [Google Scholar] [CrossRef]
  36. Dawod, B.; Liu, J.; Gebremeskel, S.; Yan, C.; Sappong, A.; Johnston, B.; Hoskin, D.W.; Marshall, J.S.; Wang, J. Myeloid-derived suppressor cell depletion therapy targets IL-17A-expressing mammary carcinomas. Sci. Rep. 2020, 10, 13343. [Google Scholar] [CrossRef]
  37. Loeuillard, E.; Yang, J.; Buckarma, E.; Wang, J.; Liu, Y.; Conboy, C.B.; Pavelko, K.D.; Li, Y.; O’Brien, D.; Wang, C.; et al. Targeting tumor-associated macrophages and granulocytic-myeloid-derived suppressor cells augments pd-1 blockade in cholangiocarcinoma. J. Clin. Investig. 2020, 137110. [Google Scholar] [CrossRef]
  38. Tavazoie, M.F.; Pollack, I.; Tanqueco, R.; Ostendorf, B.N.; Reis, B.S.; Gonsalves, F.C.; Kurth, I.; Andreu-Agullo, C.; Derbyshire, M.L.; Posada, J.; et al. LXR/ApoE Activation Restricts Innate Immune Suppression in Cancer. Cell 2018, 172, 825–840.e818. [Google Scholar] [CrossRef]
  39. Kong, Y.Y.; Fuchsberger, M.; Xiang, S.D.; Apostolopoulos, V.; Plebanski, M. Myeloid derived suppressor cells and their role in diseases. Curr. Med. Chem. 2013, 20, 1437–1444. [Google Scholar] [CrossRef] [Green Version]
  40. Brudecki, L.; Ferguson, D.A.; McCall, C.E.; El Gazzar, M. Myeloid-derived suppressor cells evolve during sepsis and can enhance or attenuate the systemic inflammatory response. Infect. Immun. 2012, 80, 2026–2034. [Google Scholar] [CrossRef] [Green Version]
  41. Zoglmeier, C.; Bauer, H.; Noerenberg, D.; Wedekind, G.; Bittner, P.; Sandholzer, N.; Rapp, M.; Anz, D.; Endres, S.; Bourquin, C. CpG blocks immunosuppression by myeloid-derived suppressor cells in tumor-bearing mice. Clin. Cancer Res. 2011, 17, 1765–1775. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  42. Greifenberg, V.; Ribechini, E.; Rossner, S.; Lutz, M.B. Myeloid-derived suppressor cell activation by combined LPS and IFN-gamma treatment impairs DC development. Eur. J. Immunol. 2009, 39, 2865–2876. [Google Scholar] [CrossRef]
  43. Bunt, S.K.; Clements, V.K.; Hanson, E.M.; Sinha, P.; Ostrand-Rosenberg, S. Inflammation enhances myeloid-derived suppressor cell cross-talk by signaling through Toll-like receptor 4. J. Leukoc. Biol. 2009, 85, 996–1004. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  44. Michels, T.; Shurin, G.V.; Naiditch, H.; Sevko, A.; Umansky, V.; Shurin, M.R. Paclitaxel promotes differentiation of myeloid-derived suppressor cells into dendritic cells in vitro in a TLR4-independent manner. J. Immunotoxicol. 2012, 9, 292–300. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  45. Hong, E.H.; Chang, S.Y.; Lee, B.R.; Kim, Y.S.; Lee, J.M.; Kang, C.Y.; Kweon, M.N.; Ko, H.J. Blockade of Myd88 signaling induces antitumor effects by skewing the immunosuppressive function of myeloid-derived suppressor cells. Int. J. Cancer 2013, 132, 2839–2848. [Google Scholar] [CrossRef]
  46. Wang, S.; Sun, X.; Zhou, H.; Zhu, Z.; Zhao, W.; Zhu, C. Interleukin-4 affects the mature phenotype and function of rat bone marrow-derived dendritic cells. Mol. Med. Rep. 2015, 12, 233–237. [Google Scholar] [CrossRef]
  47. Karlson Tde, L.; Kong, Y.Y.; Hardy, C.L.; Xiang, S.D.; Plebanski, M. The signalling imprints of nanoparticle uptake by bone marrow derived dendritic cells. Methods 2013, 60, 275–283. [Google Scholar] [CrossRef]
  48. Platt, C.D.; Ma, J.K.; Chalouni, C.; Ebersold, M.; Bou-Reslan, H.; Carano, R.A.; Mellman, I.; Delamarre, L. Mature dendritic cells use endocytic receptors to capture and present antigens. Proc. Natl. Acad. Sci. USA 2010, 107, 4287–4292. [Google Scholar] [CrossRef] [Green Version]
  49. Karalkin, P.A.; Lupatov, A.Y.; Yarygin, K.N. Endocytosis of Micro- and Nanosized Particles in vitro by Human Dendritic Cells. Biol. Membr. 2009, 26, 394–400. [Google Scholar] [CrossRef]
  50. Nayak, J.V.; Hokey, D.A.; Larregina, A.; He, Y.; Salter, R.D.; Watkins, S.C.; Falo, L.D., Jr. Phagocytosis induces lysosome remodeling and regulated presentation of particulate antigens by activated dendritic cells. J. Immunol. 2006, 177, 8493–8503. [Google Scholar] [CrossRef]
Vaccines 08 00522 g001 550
Figure 1. GM-CSF induces generation of DCs with lower activation marker expression in BM cultures compared to GM-CSF + IL-4. DCs (CD11c+ cells) generated from murine BM with GM-CSF (10 ng/mL) (black circles) or GM-CSF (10 ng/mL) + IL-4 (5 ng/mL) (white squares) from days 1–7 were evaluated for (A) the percentage of DCs generated and (B) the expression of CD40, CD80, CD86 and MHCII on the DCs. Results shown are from three mice, two-way ANOVA was used to compare both cultures at each time-point. Results displayed as mean +/− SD. * p < 0.05, ** p < 0.01, *** p < 0.001.
Figure 1. GM-CSF induces generation of DCs with lower activation marker expression in BM cultures compared to GM-CSF + IL-4. DCs (CD11c+ cells) generated from murine BM with GM-CSF (10 ng/mL) (black circles) or GM-CSF (10 ng/mL) + IL-4 (5 ng/mL) (white squares) from days 1–7 were evaluated for (A) the percentage of DCs generated and (B) the expression of CD40, CD80, CD86 and MHCII on the DCs. Results shown are from three mice, two-way ANOVA was used to compare both cultures at each time-point. Results displayed as mean +/− SD. * p < 0.05, ** p < 0.01, *** p < 0.001.
Vaccines 08 00522 g001
Vaccines 08 00522 g002 550
Figure 2. The phenotype of cells from GM-CSF treated BM cultures is consistent with the presence of DCs. Live cells from GM-CSF derived BM culture were characterized on day 3. Cells generated from BM with GM-CSF (10 ng/mL) (solid line) or GM-CSF (10 ng/mL) + IL-4 (5 ng/mL) (dotted line) were characterized with a panel of phenotypic markers, chemokine receptors and activation markers. The shaded grey area represents unstained control cells. Results shown are representative of three mice.
Figure 2. The phenotype of cells from GM-CSF treated BM cultures is consistent with the presence of DCs. Live cells from GM-CSF derived BM culture were characterized on day 3. Cells generated from BM with GM-CSF (10 ng/mL) (solid line) or GM-CSF (10 ng/mL) + IL-4 (5 ng/mL) (dotted line) were characterized with a panel of phenotypic markers, chemokine receptors and activation markers. The shaded grey area represents unstained control cells. Results shown are representative of three mice.
Vaccines 08 00522 g002
Vaccines 08 00522 g003 550
Figure 3. GM-CSF and GM-CSF + IL-4 cultures induce the generation of two subsets of MDSC. MDSCs (CD11c-, CD11b+, Gr-1+ cells) generated from murine BM with GM-CSF (10 ng/mL) (closed triangles) or GM-CSF (10 ng/mL) + IL-4 (5 ng/mL) (open triangles) from days 1-7. Cells were assessed for the percentage of (A) Gr-1hi MDSCs and (B) Gr-1int MDSCs generated within CD11c-, CD11b+ cells. Results shown are from three mice, two-way ANOVA was used to compare both cultures at each time-point. Results displayed as mean +/− SD, * p < 0.05, ** p < 0.01.
Figure 3. GM-CSF and GM-CSF + IL-4 cultures induce the generation of two subsets of MDSC. MDSCs (CD11c-, CD11b+, Gr-1+ cells) generated from murine BM with GM-CSF (10 ng/mL) (closed triangles) or GM-CSF (10 ng/mL) + IL-4 (5 ng/mL) (open triangles) from days 1-7. Cells were assessed for the percentage of (A) Gr-1hi MDSCs and (B) Gr-1int MDSCs generated within CD11c-, CD11b+ cells. Results shown are from three mice, two-way ANOVA was used to compare both cultures at each time-point. Results displayed as mean +/− SD, * p < 0.05, ** p < 0.01.
Vaccines 08 00522 g003
Vaccines 08 00522 g004 550
Figure 4. The phenotype of Gr-1hi and GR-1int cells from GM-CSF and GM-CSF + IL-4 derived BM cultures is consistent with the presence of MDSCs. Live cells from GM-CSF derived BM culture were characterized on day 3. Cells generated from BM with GM-CSF (10 ng/mL) (solid line) or GM-CSF (10 ng/mL) + IL-4 (5 ng/mL) (dotted line) were characterized with a panel of phenotypic markers, chemokine receptors and activation markers. The shaded grey area represents unstained control cells. Results shown are representative of three mice.
Figure 4. The phenotype of Gr-1hi and GR-1int cells from GM-CSF and GM-CSF + IL-4 derived BM cultures is consistent with the presence of MDSCs. Live cells from GM-CSF derived BM culture were characterized on day 3. Cells generated from BM with GM-CSF (10 ng/mL) (solid line) or GM-CSF (10 ng/mL) + IL-4 (5 ng/mL) (dotted line) were characterized with a panel of phenotypic markers, chemokine receptors and activation markers. The shaded grey area represents unstained control cells. Results shown are representative of three mice.
Vaccines 08 00522 g004
Vaccines 08 00522 g005 550
Figure 5. Expression of activation markers after stimulation with the TLR4 ligand LPS on DCs from early GM-CSF +/- IL-4 cultures. Day 3 to 5 DCs were stimulated with LPS for 24 h. The expression of CD80, CD86 and MHCII on (A) GM-CSF and (B) GM-CSF + IL-4 derived DCs were measured using flow cytometry. Results shown are from 3 mice. Two-way ANOVA was used to compare both experimental conditions at each time-point. Results displayed as mean +/− SD. * p < 0.05, ** p < 0.01, *** p < 0.001.
Figure 5. Expression of activation markers after stimulation with the TLR4 ligand LPS on DCs from early GM-CSF +/- IL-4 cultures. Day 3 to 5 DCs were stimulated with LPS for 24 h. The expression of CD80, CD86 and MHCII on (A) GM-CSF and (B) GM-CSF + IL-4 derived DCs were measured using flow cytometry. Results shown are from 3 mice. Two-way ANOVA was used to compare both experimental conditions at each time-point. Results displayed as mean +/− SD. * p < 0.05, ** p < 0.01, *** p < 0.001.
Vaccines 08 00522 g005
Vaccines 08 00522 g006 550
Figure 6. Cytokine section in early GM-CSF derived cultures upon LPS stimulation. Day 3 to 5 DCs generated from GM-CSF derived BM cultures were stimulated with LPS for 24 h. Culture supernatants were harvested after 24 h and CBA was used to measure the cytokine secretions within the culture, (A) IL-6, (B) IL-10, (C) CCL2, (D) TNF. Results shown are from three mice. Student’s t-Test was used to compare non-stimulated to LPS stimulated cultures. Results displayed as mean +/− SD. ** p < 0.01, *** p < 0.001.
Figure 6. Cytokine section in early GM-CSF derived cultures upon LPS stimulation. Day 3 to 5 DCs generated from GM-CSF derived BM cultures were stimulated with LPS for 24 h. Culture supernatants were harvested after 24 h and CBA was used to measure the cytokine secretions within the culture, (A) IL-6, (B) IL-10, (C) CCL2, (D) TNF. Results shown are from three mice. Student’s t-Test was used to compare non-stimulated to LPS stimulated cultures. Results displayed as mean +/− SD. ** p < 0.01, *** p < 0.001.
Vaccines 08 00522 g006
Vaccines 08 00522 g007 550
Figure 7. Early DCs, but not MDSCs, from both GM-CSF and GM-CSF + IL-4 cultures, induce T cell proliferation following LPS stimulation. Cells from day 4 GM-CSF derived BM cultures were sorted with a FACS Aria cell sorter into (A) DCs, (B) Gr-1hi MDSCs and (C) Gr-1int MDSCs. These cells were either un-stimulated or pre-stimulated with LPS for 24 h before incubation with T cells for 3 days at a ratio of 1:30 (DC: T cells). T cell proliferation was measured by CFSE. The shaded grey area represents the CFSE positive control. Numbers within the histograms depict percentage of cells proliferated. Histograms are representative of three mice.
Figure 7. Early DCs, but not MDSCs, from both GM-CSF and GM-CSF + IL-4 cultures, induce T cell proliferation following LPS stimulation. Cells from day 4 GM-CSF derived BM cultures were sorted with a FACS Aria cell sorter into (A) DCs, (B) Gr-1hi MDSCs and (C) Gr-1int MDSCs. These cells were either un-stimulated or pre-stimulated with LPS for 24 h before incubation with T cells for 3 days at a ratio of 1:30 (DC: T cells). T cell proliferation was measured by CFSE. The shaded grey area represents the CFSE positive control. Numbers within the histograms depict percentage of cells proliferated. Histograms are representative of three mice.
Vaccines 08 00522 g007
Vaccines 08 00522 g008 550
Figure 8. DCs and GR-1hi MDSCs, but not GR-1int MDSCs unless LPS stimulated, from both GM-CSF and GM-CSF + IL-4 cultures, co-stimulate T cell proliferation. Cells from day 4 GM-CSF derived C57BL/6 BM cultures were sorted with a FACS Aria cell sorter into (A) DCs, (B) Gr-1hi MDSCs and (C) Gr-1int MDSCs. These cells were either un-stimulated or pre-stimulated with LPS for 24 h before incubation with BALB/c T cells for 3 days at a ratio of 1:30 (DC: T cells) with the addition of anti-CD3 and anti-CD28 monoclonal antibodies (5 μg/mL each). T cell proliferation was measured by CFSE proliferation. The shaded grey area represents the CFSE positive control. Numbers within the histograms depict percentage of cells proliferated. Histograms are representative of two to three mice. (D) represents mean percentage of CFSE proliferation +/− SD of 2–3 mice. * p < 0.05, ** p < 0.01, *** p < 0.001.
Figure 8. DCs and GR-1hi MDSCs, but not GR-1int MDSCs unless LPS stimulated, from both GM-CSF and GM-CSF + IL-4 cultures, co-stimulate T cell proliferation. Cells from day 4 GM-CSF derived C57BL/6 BM cultures were sorted with a FACS Aria cell sorter into (A) DCs, (B) Gr-1hi MDSCs and (C) Gr-1int MDSCs. These cells were either un-stimulated or pre-stimulated with LPS for 24 h before incubation with BALB/c T cells for 3 days at a ratio of 1:30 (DC: T cells) with the addition of anti-CD3 and anti-CD28 monoclonal antibodies (5 μg/mL each). T cell proliferation was measured by CFSE proliferation. The shaded grey area represents the CFSE positive control. Numbers within the histograms depict percentage of cells proliferated. Histograms are representative of two to three mice. (D) represents mean percentage of CFSE proliferation +/− SD of 2–3 mice. * p < 0.05, ** p < 0.01, *** p < 0.001.
Vaccines 08 00522 g008
Vaccines 08 00522 g009 550
Figure 9. Differential uptake capacity of DCs and MDSCs in early GM-CSF and GM-CSF + IL-4 derived cultures. Day 3, 4 and 5 GM-CSF and GM-CSF + IL-4 derived BM cultures were incubated with 40 nm or 500 nm particles for one hour at 37 degrees °C in 5% humid CO2 atmosphere. Cells were harvested on respective days and endocytic capacity was analyzed by flow cytometry for both 40 nm and 500 nm particle uptake by (A,D) DCs, (B,E) Gr-1hi MDSCs and (C,F) Gr-1int MDSCs. Results are shown from three mice. One-way ANOVA was used to calculate statistical significance. Results displayed as mean +/− SD. * p < 0.05, ** p < 0.01, *** p < 0.001.
Figure 9. Differential uptake capacity of DCs and MDSCs in early GM-CSF and GM-CSF + IL-4 derived cultures. Day 3, 4 and 5 GM-CSF and GM-CSF + IL-4 derived BM cultures were incubated with 40 nm or 500 nm particles for one hour at 37 degrees °C in 5% humid CO2 atmosphere. Cells were harvested on respective days and endocytic capacity was analyzed by flow cytometry for both 40 nm and 500 nm particle uptake by (A,D) DCs, (B,E) Gr-1hi MDSCs and (C,F) Gr-1int MDSCs. Results are shown from three mice. One-way ANOVA was used to calculate statistical significance. Results displayed as mean +/− SD. * p < 0.05, ** p < 0.01, *** p < 0.001.
Vaccines 08 00522 g009
Table
Table 1. List of flow cytometry antibodies.
Table 1. List of flow cytometry antibodies.
AntibodyCloneFluorophoreCompanyCatalogue Number
B220RA3-6B2FITCBD Biosciences553088
B7H1MIH5PEBD Biosciences557495
c-kit2B8FITCBD Biosciences553354
CCR42G12PECy7BioLegend131214
CCR5HM-CCR5APCBioLegend107011
CCR74B12PerCP Cy5.5eBioscience45-1971-82
CD103M290PEBD Biosciences557495
CD11bM1/70PEBD Biosciences553311
CD11bM1/70PECy7BD Biosciences552850
CD11cHL3V450BD Biosciences560521
CD14rmC5-3FITCBD Biosciences553739
CD172aP84APCBD Biosciences560106
CD205205yektaPECy7BD Biosciences25-2051-41
CD205NLDC-145BiotinCederlaneCL89145B
CD24M1/69PECy7BD Biosciences560536
CD317A2FITCBD Biosciences555274
CD3500A2AlexaFluor 700BD Biosciences557984
CD31MEC13.3APCBD Biosciences551262
CD4GK1.5PEBD Biosciences557308
CD4RM4-5PerCPBD Biosciences553052
CD403/23FITCBD Biosciences553791
CD44IM7BiotinBD Biosciences553132
CD62LMEL-14FITCBD Biosciences553150
CD8016-10A1BiotinBD Biosciences553767
CD86GL1PEBD Biosciences553692
CD8a53-6.7PEBD Biosciences553033
CD8a53-6.7PerCPBD Biosciences553036
CD8a53-6.7APCBD Biosciences553035
F4/80BM8PEeBioscience12-4801-80
Gr-1RB6-8C5PerCP Cy5.5BD Biosciences552093
Gr-1RB6-8C5BiotinBD Biosciences553125
IL-4RamIL4R-M1PEBD Biosciences561695
MHCI class IIM5/114.15.2APCCy7BD Biosciences47-5321-80
NK1.1PK136FITCeBioscience12-5941-83
Sca-1D7PE-Cy7BD Biosciences558162
Streptavidin AlexaFluor 700InvitrogenS21383
Streptavidin APCBD Biosciences554067
Streptavidin APCCy7eBioscience47-4317-82
Streptavidin FITCBD Biosciences554060
Streptavidin PEBD Biosciences554061
Table
Table 2. Comparison between the expression levels of phenotypic markers, chemokine receptors and activation markers on CD11c+ cells.
Table 2. Comparison between the expression levels of phenotypic markers, chemokine receptors and activation markers on CD11c+ cells.
Surface MarkersGM-CSF DCsGM-CSF + IL-4 DCsp-ValueSignificance
Mean MFI ± SDMean MFI ± SD
CD11b14,969 ± 26684072 ± 473.10.0233*
CD4475,858 ± 588252,938 ± 34830.0038**
CD80751.3 ± 10.791368 ± 13.5<0.0001***
CD86991 ± 26.963229 ± 4270.0114*
CD1034933 ± 253.22444 ± 153.30.0029**
CD172α1943 ± 65.591599 ± 113.40.0098**
F4/801499 ± 124.2733.3 ± 48.680.0049**
MHCII2052 ± 248.612,634 ± 452.30.0004***
Sca-13499 ± 339.22892 ± 278.90.007**
Results shown are from three mice. Unpaired students T test was used to compare groups. Results displayed as mean +/− SD. * p < 0.05, ** p < 0.01, *** p < 0.001. DCs, dendritic cells; MFI, Mean fluorescence intensity; SD, standard deviation.

Share and Cite

MDPI and ACS Style

Kong, Y.Y.; Wilson, K.; Apostolopoulos, V.; Plebanski, M. Dendritic Cells and Myeloid Derived Suppressor Cells Fully Responsive to Stimulation via Toll-Like Receptor 4 Are Rapidly Induced from Bone-Marrow Cells by Granulocyte-Macrophage Colony-Stimulating Factor. Vaccines 2020, 8, 522. https://doi.org/10.3390/vaccines8030522

AMA Style

Kong YY, Wilson K, Apostolopoulos V, Plebanski M. Dendritic Cells and Myeloid Derived Suppressor Cells Fully Responsive to Stimulation via Toll-Like Receptor 4 Are Rapidly Induced from Bone-Marrow Cells by Granulocyte-Macrophage Colony-Stimulating Factor. Vaccines. 2020; 8(3):522. https://doi.org/10.3390/vaccines8030522

Chicago/Turabian Style

Kong, Ying Ying, Kirsty Wilson, Vasso Apostolopoulos, and Magdalena Plebanski. 2020. "Dendritic Cells and Myeloid Derived Suppressor Cells Fully Responsive to Stimulation via Toll-Like Receptor 4 Are Rapidly Induced from Bone-Marrow Cells by Granulocyte-Macrophage Colony-Stimulating Factor" Vaccines 8, no. 3: 522. https://doi.org/10.3390/vaccines8030522

APA Style

Kong, Y. Y., Wilson, K., Apostolopoulos, V., & Plebanski, M. (2020). Dendritic Cells and Myeloid Derived Suppressor Cells Fully Responsive to Stimulation via Toll-Like Receptor 4 Are Rapidly Induced from Bone-Marrow Cells by Granulocyte-Macrophage Colony-Stimulating Factor. Vaccines, 8(3), 522. https://doi.org/10.3390/vaccines8030522

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop