Original Research ARTICLE
Long-term Monocyte Dysfunction after Sepsis in Humanized Mice Is Related to Persisted Activation of Macrophage-Colony Stimulation Factor (M-CSF) and Demethylation of PU.1, and It Can Be Reversed by Blocking M-CSF In Vitro or by Transplanting Naïve Autologous Stem Cells In Vivo
- 12nd Department of Anesthesiology and Intensive Care, Medical University of Warsaw, Warsaw, Poland
- 2Faculty of Medicine, Ivano-Frankivsk Medical Institute, Ivano-Frankivsk, Ukraine
- 3Department of Human Epigenetics, Mossakowski Medical Research Centre, PAS, Warsaw, Poland
- 4Department of Pediatrics, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
- 5Department of Medicine, University of Pennsylvania, Philadelphia, PA, USA
- 6Department of Geriatrics and Gerontology, Medical Centre of Postgraduate Education, Warsaw, Poland
- 7Department of Anesthesiology and Critical Care, University of Pennsylvania, Philadelphia, PA, USA
The duration of post-sepsis long-term immune suppression is poorly understood. Here, we focused on the role of monocytes (MO) as the pivotal cells for long-term regulation of post-sepsis milieu. Lost ability of MO to adapt is seen in several acute conditions, but it is unclear for how long MO aberrancy post-sepsis can persist. Interestingly, the positive feedback loop sustaining secretion of macrophage-colony stimulation factor (M-CSF) can persist even after resolution of sepsis and significantly alters performance of MO. Here, we investigated the activation of M-CSF, and it as critical regulator of PU.1 in mice surviving 28 days after sepsis. Our primary readout was the ability of MO to differentiate into dendritic cells (DCs; MO→iDC) in vitro since this is one of the critical processes regulating a successful transition from innate to acquired immunity. We utilized a survival modification of the cecal ligation and puncture (CLP) model of sepsis in humanized mice. Animals were sacrificed 28 days after CLP (tCLP+28d). Untouched (CONTR) or sham-operated (SHAM) animals served as controls. Some animals received rescue from stem cells originally used for grafting 2 weeks after CLP. We found profound decrease of MO→iDC in the humanized mice 28 days after sepsis, demonstrated by depressed expression of CD1a, CD83, and CD209, diminished production of IL-12p70, and depressed ability to stimulate T cells in mice after CLP as compared to SHAM or CONTR. In vitro defect in MO→iDC was accompanied by in vivo decrease of BDCA-3+ endogenous circulating DC. Interestingly, post-CLP MO had persistent activation of M-CSF pathway, shown by exaggerated secretion of M-CSF, activation of PU.1, and demethylation of SPII. Neutralization of the M-CSF in vitro reversed the post-CLP MO→iDC aberration. Furthermore, transplantation of naïve, autologous stem cell-derived MO restored CLP-deteriorated ability of MO to become DC, measured as recovery of CD1a expression, enhanced production of IL-12p70, and ability of IL-4 and GM-CSF MO to stimulate allogeneic T cells. Our results suggest the role of epigenetic mediated M-CSF aberration in mediating post-sepsis immune system recovery.
During sepsis, an early, innate response transforms into acquired immunity-driven processes followed by a resolution (1, 2). It was believed that restoration of the immune system is complete. However, some sepsis survivors continue to succumb to secondary septic episodes, resurgent organ dysfunction (kidney failure, cognitive decline, and others), latent infections, or malignancies for several years after the initial septic episode (3–5). This may imply that the first insult hampers the patient’s immune system to subsequent challenges (2, 6). The mechanisms of such long-term decline remain largely under investigated (5).
Numerous mechanisms are involved in the homeostasis of the immune system (1, 2, 6). Antigen-presenting cells (APCs), especially dendritic cells (DCs) and monocytes (MO), are pivotal. They are able to recognize pathogen patterns or intercept antigens, a critical step in eliminating bacterial infections, halting the increase of viral load, and eradicating certain neoplastic growths (2, 7, 8). MO and APC are also pivotal in the de-escalation of inflammation and in wound healing (9). In sepsis, the circulating peripheral blood MO population serves as the primary fast track for DC emergence, but emerging DCs may have diminished stimulatory capacity (2, 8, 10). In sepsis, MO predominantly differentiates into macrophage (MAC), but even small numbers of emerging DC represent significant regulatory capacity. Thus, in the optimal immune response, there is a balance between MO differentiation into either DC or MAC, facilitating optimal immune system function and homeostasis (2, 7, 8, 11). Conversely, diminished MO to DC differentiation (MO→iDC), and MAC predominance, has been shown to correlate with adverse clinical outcomes in sepsis and other clinical conditions short term (10, 12–17). However, it is not clear how long these abnormalities persist. Plausible mechanisms of sustained decline in MO→iDC in the aftermath of sepsis remain elusive as well. Macrophage-colony stimulating factor (M-CSF) is abundantly produced by leukocytes, especially during inflammation, affecting MO’s ability to become DC in vitro. Its secretion can be sustained by a positive feedback loop even when initial stimulus has resolved. Prolonged stimulation with M-CSF has been linked to negative outcomes in trauma, burn, heart failure, and surgical recovery.
Here, we hypothesize that sepsis results in prolonged aberration in the plasticity and function of the MO well beyond the acute phase of sepsis. Prior work led us to formulate a more focused hypothesis suggesting that the sustained production of M-CSF is potentially responsible by virtue of preventing an optimal emergence of regulatory DC, long after sepsis resolution (18–21). Hence, by performing an autologous transplant of naïve stem cell precursors or reducing prolonged overproduction of M-CSF, the MO’s ability to become DC can be restored. We utilized a survival modification of the cecal ligation and puncture (CLP) model of sepsis and focused on long-term recovery instead of the acute phase (1, 20, 22–24).
Materials and Methods
A permit for study was approved by the Institutional Animal Care and Use Committee at the University of Pennsylvania. Animals were care in accordance in the USDA Animal welfare Act and all efforts were made in order to minimize number of enrolled animals and their suffering. Sublethally irradiated (3 Gy/mouse) NSG mice were transplanted with human umbilical cord blood CD34+ cells (1–1.5 × 105 cells/mouse, intravenous) as previously described (23). Human immune reconstitution was assessed using flow cytometry (peripheral blood %CD45+ = 63.8 ± 14.03, %CD3+ = 36.6 ± 10.5, %CD19+ = 22.9 ± 7.54, %CD33++ = 38.1 ± 10.58) and similar to other researchers (20, 23). No significant changes were noted post-CLP at 28 days (peripheral blood %CD45+ = 75.8 ± 31.82, %CD3+ = 31.8 ± 6.61, %CD19+ = 29.1 ± 8.01, %CD33++ = 36.1 ± 12.11) in small pilot run. Also, no difference in peripheral blood leukocytes was seen in post-CLP animals re-transplanted with naïve stem cells (peripheral blood %CD45+ = 76.2 ± 7.21, %CD3+ = 30.8 ± 7.53, %CD19+ = 17.4 ± 8.43, %CD33++ = 33.0 ± 14.17).
CLP Model of Sepsis
The CLP model was derived from pre-existing literature and modified for survival (23–26). Briefly, an animal was rendered unconscious with inhalation anesthesia, and the suture was placed at cecal appendage. Two punctures were performed using a 25-gauge needle. The fascia and skin were closed, and 0.5 ml of 0.25% bupivacaine was injected along the suture line. In sham animals, all the above steps would be performed except ligation and perforation of the cecum. One milliliter of 0.9% NaCl was injected in a scarf to hydrate animals every 24 h for 5 days. Antibiotics (12.5 mg/kg metronidazole and 25 mg/kg ceftriaxone) were administered every 12 h for a total of 5 days. Post-procedure animals were assessed daily for mortality assessment. Access to water and food was ad libidum. Day/night cycle was maintained throughout. At 28 days after CLP, the animals were sacrificed. Technical and clinical details of this model are published in another manuscript (under review).
Some animals after CLP were reinjected intravenously with stem cells (2 × 105 cell/animal) originally used to graft the animals 2 weeks after CLP or sham procedure.
Generation of Immature DCs from MO
Blood was collected during exsanguination. Some of the peripheral blood leukocytes were subjected to flow cytometry in order to evaluate the frequency of CD3, CD19, CD33, CD45, and BDCA-3 positive cells. Remaining blood, spleen, and bone marrow were used for an independent separation of intact monocytes using the negative section with the use of magnetic beads as described before (17, 27). The purity of the cells exceeded 95% for CD33(bright) and 80% for CD14(+). Isolated MO were incubated in X-VIVO 10/15™ media with gentamycin and phenol red (Lonza, Cohasset, MN, USA), supplemented with human IL-4 (Peprotech, Rocky Hill, NJ, USA) at 500 IU/ml and human GM-CSF (Peprotech, Rocky Hill, NJ, USA) at 1,000 IU/ml at 37°C and 5% CO2. On day 3, 50% of the supernatant was collected and replenished with fresh media and cytokines. After 5 days, the supernatants and cells were collected using an ice-cold 10 mM EDTA buffer (Gibco, Grand Island, NY, USA), followed by a washout with PBS without Ca2+ or Mg2+ (Gibco, Grand Island, NY, USA) (27). In some experiments, rabbit polyclonal neutralizing antibody for M-CSF (FN M-CSF, 5 µg/ml) was added at the beginning of the culture. The dose was shown to fully neutralized M-CSF in prior study (17). An addition of non-specific IgG had no effect on MO function (17).
A total of 105 cells were incubated with a flow cytometry media (PBS w/o Ca2+ or Mg2+ with 0.01% sodium azide and 1% fetal bovine serum) enriched with human TrueStainFcX™ (BioLegend, San Diego, CA, USA) for 15 min at 4°C in the dark. Cells were then incubated with the antibodies for 30 min at 4°C in the dark, with additional mixing at 15 min. Cells were washed twice in FACS media and re-suspended in 100 µl of 1% FlowFix (Polysciences, Warrington, PA, USA). The following antibodies were employed: CD1a (HI149; BioLegend, San Diego, CA, USA), CD14 (Tuk4; Invitrogen, Grand Island, NY, USA), CD83 (HB15e; BD, San Jose, CA, USA), CD115 (AFS98; BioLegend, San Diego, CA, USA), CD124 (G077F6; BioLegend, San Diego, CA, USA), and CD126 (UV4; BioLegend, San Diego, CA, USA).
Cells were analyzed with an LSR™ (BD, San Jose, CA, USA) or a FACSCalibur™ (BD, San Jose, CA, USA). Non-specific antibodies were used as a negative control. At least 10 × 104 were collected. Data were expressed as a frequency of cells while mean fluorescent intensity (MFI) was a measure of receptor density. MFI is presented as relative to non-specific binding after exposing cells to non-specific antibodies.
Mixed Lymphocyte Reaction (MLR)
A one-way MLR was employed (27). A total of 2 × 104 harvested cells (IL-4 and GM-CSF differentiated MO) were added to 2 × 105 allogeneic T cells and incubated for 24 h. Twenty microliters of Alamar Blue (Life Technologies, Grand Island, NY, USA) were subsequently added. After 18 h of incubation, the absorbance at 570 nm (with a reference filter at 630 nm) was measured to assess T cell proliferation using the Opsys MR (Thermo Laboratories, Philadelphia, PA, USA) with Revelation software (Thermo Laboratories, Philadelphia, PA, USA) (27).
Stimulation of IL-4&GM-CSF Differentiated MO
A total of 2 × 104 IL-4 and GM-CSF stimulated myeloid cells were added to 200 µl of X-VIVO 10/15™ media with gentamycin (10 µg/ml) and phenol red (Lonza, Cohasset, MN, USA) supplemented with lipopolysaccharide (LPS) (Sigma Alrdich, St. Louis, ME, USA) (10 ng/ml) (27). After 24 h of incubation, 150 µl of supernatant was collected for cytokine analysis.
Cytokine and Serum Marker Measurements
The level of cytokines (TNFα, IL-6, IL-12p70, and M-CSF) in supernatants were measured using a magnetic multiplex kit (Bio-Rad, Hercules, CA, USA) as per the manufacturer’s protocol and analyzed on the BioRad™ platform (Hercules, CA, USA).
Epigenetic Analysis of PU.1/SPI1 Methylation
In order to assess epigenetic regulation of PU.1, an analysis of methylation of SPI1 was conducted. Using the CpG Island Finder program (http://dbcat.cgm.ntu.edu.tw), we analyzed 3 kb fragment of the SPI1 gene encoding the PU.1 transcription factor. The analyzed fragment was located from 1.5 kb upstream to 1.5 kb downstream of the position corresponding to the first base of the major gene transcript (potential transcription start site). Within the 750-bp long fragment indicated as CpG island, a 375-bp fragment including potential transcription start sites of the major and two other gene transcripts, containing 17 CpG dinucleotides, was selected for further analysis. The methylation status of this fragment was analyzed using the OneStep qMethyl Kit (Zymo Research, Irvine, CA, USA) following the manufacturer’s protocol. The real-time PCR reaction was performed using LightCycler 480 II (Roche Diagnostics, Mannheim, Germany). The primers used were: forward 5′ATGTCACCCCAAGGGGACTA3′ and reverse 5′GGAAACCCTGACTTCCCACT3′. The PCR conditions were: initial denaturation for 10 min at 95°C, then 45 cycles of 30 s at 95°C, 30 s at 63°C, 30 s at 72°C, and then one melting curve cycle.
The study was designed as a cohort study of the ability of MO to become professional iDC under the influence of IL-4 and GM-CSF in vitro using several indices of this process (%CD1a+, production of IL-12p70, MLR reactivity). At least six independent animals were used from each study group for statistical contrast based on power analysis for primary outcome. The parametric nature of the data was confirmed by Levene’s and Shapiro–Wilk tests. Parametric data were presented as average (X) ± SD while non-parametric variables were denoted as median (Me) with 25–75% interquartile range (IQ). t-Tests and Wilcoxon matched pair tests were conducted depending on the characteristics of the data. ANOVA was conducted for multiple group comparisons with a Bonferroni test for post hoc analysis. The data were flagged as significant if the two-tailed hypothesis test was <0.05, unless otherwise specified. Statistica v8.0 (Statistica; Tulsa, OK, USA) was used.
Ability of MO to Become DC Is Severely Depressed in Post-CLP Surviving Mice
In the first step, we assessed the ability of MO obtained from post-CLP survivors to become iDC under the influence of exogenous IL-4&GM-CSF (11, 17, 27). IL-4&GM-CSF-differentiated MO obtained from mice surviving sepsis had significantly lower expression of CD1a and CD83, two exclusive markers for monocyte-derived immature and mature cells, respectively (Figure 1A). Expression of monocyte marker, CD14, on the surface of IL-4&GM-CSF-differentiated MO appeared to be non-significantly different among the studied groups due to the non-parametric nature of the data (p = 0.42) (Figure 1B). Moreover, the expression of CD209, a molecule induced early in the process of MO differentiation into iDC, was depressed in the CLP group as compared to SHAM-operated (SHAM) (%CD209+SHAM = 77.7 ± 15.9 vs %209+CLP = 55.2 ± 21.8; p = 0.03) (29, 30). The ability of IL-4&GM-CSF-differentiated MO to stimulate allogeneic T cells in MLR was severely depressed in the post-CLP group (Figure 1C). Next, we focused on the expression of CD86, one of the critical co-receptor for the activation of T cells (10, 12, 27). Receptor density was not significantly elevated on the surface of IL-4&GM-CSF-differentiated MO at 28 days after surgery (Me[IQ25–75%]; MFI CD86CONTROL = 290[272–308] vs CD86SHAM = 381[347–424] vs CD86CLP = 289[253–689]; p = 0.713). Finally, IL-4&GM-CSF-differentiated MO stimulated with LPS secreted significantly less IL-12p70 (Figure 1D), while production of M-CSF was increased by MO differentiated with IL-4&GM-CSF but only in animals surviving 28 days after CLP (p = 0.018) (Table 1).
Figure 1. Cecal ligation and puncture (CLP) results in long-term diminished ability of myeloid cells to become iDC in vitro after initial sepsis. Isolated monocytes (MO) obtained from untouched (CONTR; n = 8), sham-operated (SHAM; n = 6), and surviving 28 days after CLP (CLP; n = 14) were stimulated with IL-4&GM-CSF in vitro for 5 days followed by harvest to assess the degree of MO to iDC differentiation. Flow cytometry was used to assess the emergence of dendritic cell (DC)-specific markers like CD1a and CD83 (A). CD14, a marker for undifferentiated monocyte, and not present typical on the surface of DC was assessed as well (B). This flow cytometric evidence of the effectiveness of MO to iDC differentiation process was accompanied measure of the IL-4&GM-CSF-stimulated MO cells to stimulate allogeneic T cells in mixed lymphocyte reaction. IL-4&GM-CSF differentiation MO from each studied group were incubated 1:100 ratio with the presence of Alamar Blue, reduction of which represents the level of stimulation and antigen-presenting cell proficiency (C). We also incubated with IL-4&GM-CSF differentiation MO lipopolysaccharide to assess the supernatants level of IL-12p70, a critical cytokine for T cells stimulation (D). Bars represent average of results (X) with SD. Data were analyzed by one-way ANOVA for multiple group comparisons with a Bonferroni test for post hoc analysis (*p < 0.05, **p < 0.01, ***p < 0.001).
Table 1. Secretion of M-CSF in IL-4&GM-CSF differentiated MO was elevated in animals surviving sepsis.
The Frequency of Only BDCA-3+ Positive Endogenous Circulating DC Is Depressed after CLP
We assessed the frequency of naturally occurring DC using specific markers (15, 28). The frequency of BDCA-3+ was significantly lower in CLP survivors as compared to sham-operated animals at 28 days after surgery (%BDCA- = 0.078 ± 0.012 vs %BDCA- = 0.055 ± 0.014; p = 0.03), while other types of endogenous DC remained the same or tended to slightly increase (%BDCA- = 0.1 ± 0.2 vs %BDCA- = 0.12 ± 0.15; p = ns) (%BDCA- = 0.2 ± 0.18 vs %BDCA- = 0.17 ± 0.23; p = ns). When recalculated for absolute number of BDCA-positive cells, we detected similar tendencies since there was no difference in absolute number of leukocytes per milliliter of blood (data not shown).
Decreased Ability of MO to Become iDC under the Influence of IL-4&GM-CSF Is Accompanied by Increased Expression M-CSFR
In the next step, we assessed the ability of MO to respond to differentiating cytokines in vitro (7, 10, 11, 17, 27). The expression of GM-CSFR (CD116) was elevated in the CLP group in terms of frequency of positive cells (%) (p = 0.0019) and receptor density (MFI) (p = 0.0013) (Figure 2A). IL-4R(CD124) expression was not different between the three studied groups (Figure 2B). When we analyzed the expression of receptors for cytokines inhibitory for the MO→iDC process, we found no increase in IL-6R (CD126; %CD12 = 81.38 ± 9.03 vs %CD12 = 82.8 ± 9.93; p = ns) (MFI CD12 = 1,116.2 ± 748.58 vs MFI CD12 = 1,171.6 ± 812.58; p = ns). However, the expression of M-CSFR (CD115) was significantly elevated in terms of average receptor density (p < 0.000051) (Figure 2C).
Figure 2. There is significant predominance of GM-CSFR and M-CSFR on the circulating monocytes cells post cecal ligation and puncture (CLP). Monocytes (MO) obtained from all three studied groups [CONTR n = 10, SHAM-operated (SHAM) n = 6, CLP n = 8] were incubated with specific surface antibodies against the receptors supporting differentiation of MO into dendritic cell (DC) (CD116 combined with CD124) (A,B) and receptors cytokines preventing MO to iDC differentiation like CD115 (C) or CD116 alone (A). The flow cytometry was conducted on at least 10,000 cells using FS/SS scatters to exclude clumps and dead cells. Surface expression is present as a percent of positive cells (%) and mean fluorescent intensitiy (MFI) on the gates cells. Bars represent average of results (X) with SD. Data were analyzed by one-way ANOVA for multiple group comparisons with a Bonferroni test for post hoc analysis (*p < 0.05, **p < 0.01, ***p < 0.001).
Neutralization of Elevated Production of M-CSF In Vitro Corrects MO→iDC Blockade in MO Obtained from Humanized Mice Surviving CLP
Analysis of the cytokine profile in the supernatant of MO differentiated with IL-4 and GM-CSF revealed a significant elevation in production of M-CSF and TNFα but only in the cells obtained from the animals surviving CLP (Table 1). Similarly, when we analyzed the cytokine production by circulating MO stimulated with LPS in vitro, we found elevated levels of M-CSF but only in animals surviving sepsis (Table 1). The secretion of TNFα was not significantly changed in post-CLP animals as compared to SHAM. The elevated production of M-CSF was not related to increased expression of the toll-like receptor 4 or CD14, two critical components in LPS response (Table 1).
Considering that both expression of M-CSFR(CD115) and secretion of M-CSF are elevated up to 28 days after CLP, we focused on the M-CSF pathway as a potential culprit for depressed MO→DC (19, 20, 31, 32). Increased secretion in production of M-CSF was accompanied by increased activity of PU.1, a critical component in M-CSF induction (Figure 3A) (p = 0.000183) (18, 19, 33, 34). Furthermore, we found that there was a significant decrease in the methylation of the SPI1 promoter fragment flanking the potential transcription start site of the main PU.1 transcript and two other transcripts in the CLP animals (Figure 3B) (p = 0.000021). Finally, we added a neutralizing antibody for M-CSF (FN M-CSF) to IL-4&GM-CSF-differentiated MO obtained from CLP animals and SHAM. We observe at least partial restoration of MO→iDC differentiation demonstrated by acquisition of DC markers (Figure 4A). We also observed recovery of the IL-12p70 production (p = 0.0008) if the MO obtained from CLP animals were differentiated in the presence of FN-M-CSF (Figure 4B). Concomitantly, the ability of MO to become effective allogeneic T cell stimulators was restored if post-CLP MO were incubated with FN M-CSF (Figure 4C) (p = 0.044). In contrast, FN-M-CSF was ineffective in further boosting CD1a level on IL-4&GM-CSF differentiation MO obtained from SHAM (data not shown).
Figure 3. Activation of macrophage-colony stimulation factor (M-CSF) was elevated in animals 28 days after cecal ligation and puncture (CLP) due to increased promotor activity and concomitant with demethylation of the promotor. Monocytes (MO) obtained from bone marrow were collected from all three studied groups (CONTR; n = 6, SHAM; n = 6, CLP; n = 8). Dye tagged anti PU.1 antibody was incubated with permeabilized cells for 1 h and subjected for flow cytometry as described before. Expression of the PU.1 was showed as a difference in mean fluorescent intensity as compared to cells incubated with non-specific controlled dye tagged antibody in addition to percentage of positive cells (%) (A). A 3-kb fragment of the SPI1 gene encoding the PU.1 transcription factor was analyzed to measure the degree of the methylation using the same donors as for PU.1 measurements (B). Bars represent average of results (X) with SD. Data were analyzed by one-way ANOVA for multiple group comparisons with a Bonferroni test for post hoc analysis (*p < 0.05, **p < 0.01, ***p < 0.001).
Figure 4. Neutralizing macrophage-colony stimulation factor (M-CSF) results in restoration of monocytes’ (MO) ability to become dendritic cell (DC) in animals surviving cecal ligation and puncture (CLP). MO obtained from animals control animals (CONTR; n = 8), sham-operated (SHAM n = 6), and surviving CLP (CLP; n = 14) were incubated with IL-4&GM-CSF alone or with the presence of the antibody neutralizing M-CSF (FN M-CSF; 5 mg/ml). We presented expression of CD1a on the IL-4&GM-CSF alone and IL-4&GM-CSF + FN-M-CSF-enriched cultures from each single experiment for parallel comparisons (A). We also measured recovery of the production of IL-12p70 (B) after lipopolysaccharide challenge in IL-4&GM-CSF alone and after adding FN M-CSF. Concomitantly, we measured ability of differentiated MO to stimulate T cells in mixed lymphocyte reaction showed as a reduction of Alamar Blue (C). Solid gray bar represent experiment done with IL-4&GM-CSF alone. Oblique zebra bars represent experiments where FN-MC-CSF was supplemented. Bars represent average of results (X) with SD. Data were analyzed by t-test for parallel group comparisons (*p < 0.05, **p < 0.01, ***p < 0.001).
Autogeneic Transplant of Naïve Stem Cells Restores MO Potential to Become DC In Vitro and Population of Endogenous DC
In the last set of experiments, we injected the mice 2 weeks after CLP with the naïve stem cells originally used to graft the animals. When the animals were sacrificed 28 days after initial insult, we observed a partial restoration of MO’s ability to become DC, as evidenced by the increased expression of CD1a (p = 0.0058) on the surface of IL-4&GM-CSF-stimulated myeloid cells, while the expression of a monocyte/macrophage marker, CD14, was diminished (Figure 5A). Also, the ability of post-CLP IL-4&GM-CSF-differentiated MO was restored to almost pre-CLP levels when production of IL-12p70 (p = 0.000023) and ability of T cells to stimulate was assessed (Figures 5B,C) (p = 0.036). We also assessed the frequency of endogenous DC and found that the frequency of BDCA-3+ cells was significantly higher than in animals after CLP (Figure 5D) (p = 0.0022).
Figure 5. Autogenous stem cells transplant restores the ability of monocytes (MO) to become dendritic cells (DCs) in vitro in cecal ligation and puncture (CLP) survivors. MO obtained from animals control (CONTR; n = 8), sham-operated (SHAM n = 6), surviving CLP (CLP; n = 14), and CLP survivors receiving 2 × 105 autogeneic stem cells (CLP&Tx; n = 7) 2 week after initial CLP. These animals were sacrificed 2 weeks later. Their MO isolated and subjected to IL-4&GM-CSF differentiated conditions using DC marked (CD1a) and MO marker (CD14) (A). We also measured recovery of the production of IL-12p70 (B) after stem cell transplant vs CLP alone animals. Concomitantly we measured ability of differentiated MO to stimulate T cells in mixed lymphocyte reaction showed as a reduction of Alamar Blue (C). Recovery of endogenous DBCA(+) DC was abserved as well (D). Solid gray bar represent experiment done with cells obtained with CLP alone. Dotted bars represent experiments where 2 × 105 autogeneic stem cells were conducted. Bars represent average of results (X) with SD. Data were analyzed by t-test for parallel group comparisons (*p < 0.05, **p < 0.01, ***p < 0.001).
Interestingly, animals after stem cells transplant had secretion of M-CSF in response to LPS and comparable CONTR animals (CONTRM-CSF after LPS = 406.1 ± 134.7 vs CLPM-CSF after LPS = 4,319.3 ± 2,042.4; CLP + Stem Cell TxM-CSF after LPS = 1,118.1 ± 93.4; p = 0.0001). The same trend was seen during in vitro IL-4&GM-GM-CSF differentiation in respect to M-CSF secretion (CONTRM-CSF after IL-4&GM-CSF = 2,235.2 ± 222.91 vs CLPM-CSF after IL-4&GM-CSF = 4,062.3 ± 844.4; CLP + Stem Cell TxM-CSF after IL-4&GM-CSF = 1,930.1 ± 586.9; p = 0.0068). Methylation of PU.1 also partially normalized (CONTRmethylation of SPII = 27.9 ± 26.27 vs CLPmethylation of SPII = 4.4 ± 1.79; CLP + Stem Cell Txmethylation of SPII = 12.3 ± 4.06; p = 0.0002).
In our study, we showed that myeloid cells 28 days post-sepsis have a diminished capacity to become DC in vitro. This in vitro defect was paralleled by sustained diminished frequency of endogenous circulating BDCA-3(+) DC in vivo. An elevated level of M-CSF production in response to LPS as well as during differentiation of MO into DC was accompanied by upregulation in PU.1 and demethylation of SPI1. Finally, the diminished capacity of MO to become DC was reversed by neutralization of M-CSF in vitro or by transplanting autogenic, naïve stem cells in vivo. Our study provides an explanation as to how the immunological milieu may be altered by long-term sepsis leading to the emergence of comorbidities in some individuals (1, 2, 6, 26).
Here, we utilized a model of sepsis with a single discrete insult treated in similar way as in a typical clinical scenario and sacrificed 28 days after initial insult. Several studies showed depressed ability of MO to the emergence into DC after sepsis and other severe insult but these studies focused on acute phase or the individuals were exposed to multiple insults (10, 14, 17, 31, 35, 36). Differentiation of MO with IL-4&GM-CSF yields DC through a well-established protocol that mimics naturally occurring processes (11, 17, 27). Alternatively, MO can differentiate into CD1a− population of DC with immunosuppressive properties. These alternatively activated DC emerged from CD16(high) MO population but no increase in frequency of CD16+/CD33+ leukocytes were observed (data not shown). The preservation of CD14, a markers not present on the surface of any DC, suggest that MO obtained from humanized mice are MO arrested in a pre-DC process and are unable to acquire antigen-presenting features (37). This in vitro MO→DC differentiation defect was accompanied by diminished expression of BDCA-3(+) endogenous circulating DC. In contrast to tissue-residing DC (e.g., plasmacytoid, Langerhans), circulating DC are critical for several immune functions. Interestingly, we observed a diminished frequency of BDCA-3 that are pivotal for T cell stimulation and resemble the mouse equivalent of MO-derived DC (28, 38). Frequencies of BDCA-2 and BDCA-4, representing plasmocytoid and lymphoid were unchanged, suggesting that myeloid lineage may be predominantly affected post-sepsis (28, 39, 40).
Elevated expression of M-CSFR on the surface of circulating MO suggests enhanced sensitivity to signals that differentiate them into macrophages. Predominance of macrophages has been reported up to 4 weeks after sepsis or critical care events but not in humanized mice (12, 17, 21, 41–43). Furthermore, we noticed that M-CSF production is elevated under resting and post-LPS stimulating conditions. M-CSF is a pivotal cytokine for the emergence of monocytes from bone marrow as well as their function during circulation and in peripheral tissues (18, 20, 21, 32–34, 44). This may suggest that monocytes are of pre-determined macrophage characteristics, as has been suggested before (1, 3, 7, 9, 15). However, similar expression of other macrophage markers across CLP and CONTR suggests that circulating MO (paper in publication) are “hyper-secretors” (8, 18, 44) of M-CSF not just macrophages secreting increase amount of M-CSF because of being macrophages. Furthermore, the unaltered expression of TLR4 receptor on the surface of post-CLP MO seems to negate the emergence of LPS tolerance and related M-CSF production (45). The increase in M-CSF secretion is coupled with elevated expression of its own receptor (CD115/M-CSFR), suggesting a reinforcing positive loop preventing MO from becoming DC and pushing their differentiation into “arrested” or alternatively activated monocytes (18, 21, 33, 41, 44). This effect of M-CSF can be neutralized thus reversing the block of MO→DC in vitro differentiation but only in CLP animals. Interestingly, the availability of commercial available neutralizing antibody for M-CSF opens up the possibility of therapeutic options (21). However, it is likely that M-CSF effects are modulated via paracrine fashion and exaggerated presence of the cytokine in the microenvironment supports the blocking of MO differentiation block. In our preliminary study, we measured the levels of M-CSF in the serum and we found that it was not being dramatically different among the studied groups. We also incubated MO with serum obtained from mice surviving sepsis but no significant biological effect could be appreciated (pilot data). These strongly suggested the paracrine effect of M-CSF and observed alteration. One has to keep in mind that M-CSF is critical for MO emergence from bone marrow and their survival in the circulation. Therefore, the techniques almost totally abrogating its production result in increased MO apoptosis or suboptimal function (31, 42). In contrast, neutralizing antibody allowed for some “background” effect of M-CSF instead of totally suppressing it. The concentration of FN M-CSF Ab was similar to use by others and resulted in undetectable level of M-CSF in supernatants. However, neutralizing antibodies are much less effective in paracrine neutralization. Our prior results, in which we demonstrated the recovery effect of FN M-CSF only in the patients with depressed (as compared to baseline) MO to iDC level, suggest that there is certain level above which the effect of M-CSF is inhibitory (17, 46). This observation is well aligned with the most understanding role of M-CSF as a trophic factor for MO survival (18, 19). FN M-CSF neutralizes a substantial part of an exaggerated secretion of M-CSF but preserves its beneficial effect on MO survival thus restoring pre-CLP balance (6, 47).
Persistent secretion of M-CSF has been observed in trauma patients, but the mechanism of sustained activation of M-CSF has not been elucidated. M-CSF can be sustained via several positive feedback mechanisms that are potentially self-sustaining even after the initial insult is gone (19, 32, 34). Here, we showed that expression of PU.1, a principal promoter of M-CSF secretion, is elevated after insult and persists for 28 days, even in recovering animals (33, 34). Interestingly, demethylation of the PU.1-encoding SPI1 promoter was observed as well (48, 49). This epigenetic change can sustain the secretion of M-CSF, because SPI1 expression is no longer inhibited thus providing a sustained epigenetic mechanism for M-CSF secretion. In a definitive experiment, we would try to manipulate with methylation of SPI1 but none of the currently compounds is highly specific. One also has to keep in mind that M-CSF is critical for MO function and suppressing its levels with can result in MO loss. Therefore, using transfection experiments to affect activity of PU.1 in primary MO may be difficult due to the high incidence of cells necrosis.
Prolonged secretion of M-CSF can be triggered by sepsis but it is very likely sustained at the level of progenitors since the half-life of monocyte is 4–7 days. Also, the diminished frequency of DBCA-3(+) cells suggests bone marrow defect. Elevated level of PU.1, a critical factor in regulation of not only M-CSF but also other inflammatory and regulatory pathways, suggests that M-CSF can be one of the plausible effects of CLP (34, 49–51). Also, it has been shown that aberration in stem cells or, the mesenchymal supportive network of bone marrow, can prolong post-septic phenomenon on immune-aberrancy (47, 52, 53). Obtaining the cells before the septic insult and re-introducing them later would prevent exposure to the noxious cocktail of inflammatory mediators that affect the remaining circulating leukocytes and prime them for negative response (1, 47, 54). We showed that autogenetic transplant has a sustained and positive effect on reversing post-septic MO aberration. Concomitantly, the production of M-CSF and methylation of SPI1 started to return to pre-CLP levels. Furthermore, we also observed the restoration of the endogenous DC population suggesting that other cells than MO are also affected in post-sepsis environment (17, 35, 36). The mechanism by which allogeneic transplant of stem cells restores leukocyte populations to pre-CLP levels is elusive. It takes 3 months for irradiated animals to rebuild their immune system (23). Naïve stem cells re-introduced into mice with an already matured human immune system might have potentially more favorable conditions but further study is necessary to establish the fate of these naïve stem cells. Since banking of cord blood is becoming more and more popular the restoration of immunity to pre-sepsis status using cord blood stem cells is plausible.
Our study has several limitations. We used the humanized mice and CLP in order to approximate the trajectory observed in patient with sepsis. However, humanized mice are de facto a xenotransplant model (22). It is unclear to what extent the response of the human leukocyte is adequate in mice environment considering the different functioning of critical immunological organs like bone marrow or the spleen. Furthermore, it is unclear how much HLA mismatch, lack of neuroendocrine influences, and unfavorable bone marrow environment affect the response of the immune system to CLP. A mismatch between the bone marrow supporting structures in the mice and human stem cells may affect the immune system response to CLP in creating post-septic equilibrium (23, 24, 32). Furthermore, bone marrow response to sepsis relies on the mesenchymal cells providing an optimal environment for differentiating leukocytes. In humanized animals, the influence of mesenchymal cells is somewhat limited considering species mismatch. Several other mechanisms are involved in the regulation of M-CSF, including miRNA, non-coding parts of DNA, and p38/Erk activation (50, 51, 55–57). Considering the limited amount of biological material, we decided not to focus on them considering that none of these mechanisms can create positive, self-sustained feedback loops. Also, the role of PU.1 on MO fate and their response is well studied on the level of bone marrow progenitors but its role in peripheral MO is much less well known. In our model, we studied only survivors of the CLP. We have no insight into M-CSF/PU.1/SPI1 activation in animals which died during the experiment before sacrifice. One can only speculate if the loss of MO’s ability to become DC was more profound in these animals since this has not been studied. Our experiment do not proof definitively that M-CSF is the underlying culprit of diminished MO→DC. Elevated expression of M-CSF can be one of the long-term perturbations of CLP (1, 47). However, scarcity of the biological material prevented us from pursuing more sophisticated experiments. Also, we did not conduct genome-wide studies in order to provide insight into discovery of other pathways involved in long-term post-CLP ability of MO to become DC (7, 10, 31, 47). Although our model resembles a clinical trajectory than nature of the xenotransplant, animals made this model an approximation of sepsis.
Our system shows an interruption of the M-CSF pathway restores MO→DC in vitro while the introduction of naïve autogenic stem cells results in not only restoration of MO→DC but also SPII and M-CSF activity. Though we were not able to directly manipulate epigenetic regulation of M-CSF and PU.1 both experiment shows strong corroborating evidence for the role of sustained M-CSF secretion in post-sepsis immunosuppression as one of the potential consequences of sepsis.
According to the common understanding, a singular insult to the immune system should result in temporal upset followed by recovery of the pre-insult balance. However, a new immuno-stasis can emerge after any acute or chronic condition (5, 6, 58). Our research supports the general idea that sepsis induces long-term changes after the initial episode. Our study showed an epigenetic demethylation in of PU.1 accompanied sustained influence of M-CSF is present in survivors of sepsis for 28 days after the initial insult and after resolution of acute phase of sepsis. Therefore, circulating MO, and bone marrow progenitors, are predominantly sensitive to cytokine signal prohibiting their differentiation into DC and induce tolergoenic M-CSF phenotype in the aftermath of sepsis. This is the first report of epigenetic mediated chronic changes in sepsis survivors. The post-sepsis diminished MO→DC is reversed in vitro by neutralizing M-CSF, or in vivo by re-transplanting post-CLP mice with autogeneic, naïve stem cells opening two very exciting therapeutic options. Though, we could not definitively show that M-CSF is primary and pivotal culprit of post-CLP changes, our research strongly suggest that restoring M-CSF/PU.1 axis recovers some features of immune system to pre-CLP level.
The Animal Welfare Board at the University of Pennsylvania (Philadelphia, PA, USA) approved this study.
KL—study design, experiment, data collection, data analysis, and manuscript preparation. MZ—experiment, data collection, data analysis, and manuscript preparation. NL—data collection, analysis, and manuscript preparation. GW—study design, data analysis, and manuscript preparation. GD-D—study design, experiment, data collection, and manuscript preparation. JP—experiment, data analysis, and manuscript preparation. MP-K—experiment design, data analysis, and manuscript preparation.
Conflict of Interest Statement
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
The authors would like to thank Nichelle Raj and Hanna Oszkiel for their technical assistance with this study and Roderick Eckenhoff, Kathleen Sullivan, and William Armstead for their critical reading of this manuscript. The authors would like to acknowledge the Society of Critical Care Medicine for awarding the Vision Grant to KL to fund this study.
The study was funded via generous Vision Grant (2014) from the Society of Critical Care Medicine.
2. Hotchkiss RS, Monneret G, Payen D. Immunosuppression in sepsis: a novel understanding of the disorder and a new therapeutic approach. Lancet Infect Dis (2013) 13:260–8. doi:10.1016/S1473-3099(13)70001-X
3. Wang T, Derhovanessian A, De Cruz S, Belperio JA, Deng JC, Hoo GS. Subsequent infections in survivors of sepsis: epidemiology and outcomes. J Intensive Care Med (2014) 29(2):87–95. doi:10.1177/0885066612467162
4. Guirgis FW, Khadpe JD, Kuntz GM, Wears RL, Kalynych CJ, Jones AE. Persistent organ dysfunction after severe sepsis: a systematic review. J Crit Care (2014) 29(3):320–6. doi:10.1016/j.jcrc.2013.10.020
8. Yang J, Zhang L, Yu C, Yang XF, Wang H. Monocyte and macrophage differentiation: circulation inflammatory monocyte as biomarker for inflammatory diseases. Biomark Res (2014) 2(1):1. doi:10.1186/2050-7771-2-1
9. Menzies FM, Henriquez FL, Alexander J, Roberts CW. Sequential expression of macrophage anti-microbial/inflammatory and wound healing markers following innate, alternative and classical activation. Clin Exp Immunol (2010) 160(3):369–79. doi:10.1111/j.1365-2249.2009.04086.x
10. Faivre V, Lukaszewicz AC, Alves A, Charron D, Payen D, Haziot A. Accelerated in vitro differentiation of blood monocytes into dendritic cells in human sepsis. Clin Exp Immunol (2007) 147(3):426–39. doi:10.1111/j.1365-2249.2006.03287.x
11. Qu C, Brinck-Jensen NS, Zang M, Chen K. Monocyte-derived dendritic cells: targets as potent antigen-presenting cells for the design of vaccines against infectious diseases. Int J Infect Dis (2014) 19:1–5. doi:10.1016/j.ijid.2013.09.023
12. Rivollier A, He J, Kole A, Valatas V, Kelsall BL. Inflammation switches the differentiation program of Ly6Chi monocytes from antiinflammatory macrophages to inflammatory dendritic cells in the colon. J Exp Med (2012) 209(1):139–55. doi:10.1084/jem.20101387
13. Maier M, Wutzler S, Bauer M, Trendafilov P, Henrich D, Marzi I. Altered gene expression patterns in dendritic cells after severe trauma: implications for systemic inflammation and organ injury. Shock (2008) 30(4):344–51. doi:10.1097/SHK.0b013e3181673eb4
14. Rodrigue-Gervais IG, Jouan L, Beaule G, Sauve D, Bruneau J, Willems B, et al. Poly(I:C) and lipopolysaccharide innate sensing functions of circulating human myeloid dendritic cells are affected in vivo in hepatitis C virus-infected patients. J Virol (2007) 81(11):5537–46. doi:10.1128/JVI.01741-06
15. Guisset O, Dilhuydy MS, Thiebaut R, Lefevre J, Camou F, Sarrat A, et al. Decrease in circulating dendritic cells predicts fatal outcome in septic shock. Intensive Care Med (2007) 33(1):148–52. doi:10.1007/s00134-006-0436-7
17. De AK, Laudanski K, Miller-Graziano CL. Failure of monocytes of trauma patients to convert to immature dendritic cells is related to preferential macrophage-colony-stimulating factor-driven macrophage differentiation. J Immunol (2003) 170(12):6355–62. doi:10.4049/jimmunol.170.12.6355
18. Louis C, Cook AD, Lacey D, Fleetwood AJ, Vlahos R, Anderson GP, et al. Specific contributions of CSF-1 and GM-CSF to the dynamics of the mononuclear phagocyte system. J Immunol (2015) 195(1):134–44. doi:10.4049/jimmunol.1500369
19. Yang Y, Qin J, Lan L, Li N, Wang C, He P, et al. M-CSF cooperating with NFkappaB induces macrophage transformation from M1 to M2 by upregulating c-Jun. Cancer Biol Ther (2014) 15(1):99–107. doi:10.4161/cbt.26718
20. Li Y, Chen Q, Zheng D, Yin L, Chionh YH, Wong LH, et al. Induction of functional human macrophages from bone marrow promonocytes by M-CSF in humanized mice. J Immunol (2013) 191(6):3192–9. doi:10.4049/jimmunol.1300742
21. Haegel H, Thioudellet C, Hallet R, Geist M, Menguy T, Le Pogam F, et al. A unique anti-CD115 monoclonal antibody which inhibits osteolysis and skews human monocyte differentiation from M2-polarized macrophages toward dendritic cells. MAbs (2013) 5(5):736–47. doi:10.4161/mabs.25743
22. Ernst W, Zimara N, Hanses F, Mannel DN, Seelbach-Gobel B, Wege AK. Humanized mice, a new model to study the influence of drug treatment on neonatal sepsis. Infect Immun (2013) 81(5):1520–31. doi:10.1128/IAI.01235-12
23. Unsinger J, McDonough JS, Shultz LD, Ferguson TA, Hotchkiss RS. Sepsis-induced human lymphocyte apoptosis and cytokine production in “humanized” mice. J Leukoc Biol (2009) 86(2):219–27. doi:10.1189/jlb.1008615
25. Dejager L, Pinheiro I, Dejonckheere E, Libert C. Cecal ligation and puncture: the gold standard model for polymicrobial sepsis? Trends Microbiol (2011) 19(4):198–208. doi:10.1016/j.tim.2011.01.001
27. Laudanski K, Zawadka M, Lapko N. The ability of precursory monocytes (MO) to differentiate varies among individuals but is stable over time. Med Sci Monit (2016) 22:2463–70. doi:10.12659/MSM.898256
28. Dzionek A, Fuchs A, Schmidt P, Cremer S, Zysk M, Miltenyi S, et al. BDCA-2, BDCA-3, and BDCA-4: three markers for distinct subsets of dendritic cells in human peripheral blood. J Immunol (2000) 165(11):6037–46. doi:10.4049/jimmunol.165.11.6037
29. Relloso M, Puig-Kroger A, Pello OM, Rodriguez-Fernandez JL, de la Rosa G, Longo N, et al. DC-SIGN (CD209) expression is IL-4 dependent and is negatively regulated by IFN, TGF-beta, and anti-inflammatory agents. J Immunol (2002) 168(6):2634–43. doi:10.4049/jimmunol.168.6.2634
30. Cheong C, Matos I, Choi JH, Dandamudi DB, Shrestha E, Longhi MP, et al. Microbial stimulation fully differentiates monocytes to DC-SIGN/CD209(+) dendritic cells for immune T cell areas. Cell (2010) 143(3):416–29. doi:10.1016/j.cell.2010.09.039
31. Williams KN, Szilagyi A, He LK, Conrad P, Halerz M, Gamelli RL, et al. Dendritic cell depletion in burn patients is regulated by MafB expression. J Burn Care Res (2012) 33(6):747–58. doi:10.1097/BCR.0b013e318250457f
32. Bakri Y, Sarrazin S, Mayer UP, Tillmanns S, Nerlov C, Boned A, et al. Balance of MafB and PU.1 specifies alternative macrophage or dendritic cell fate. Blood (2005) 105(7):2707–16. doi:10.1182/blood-2004-04-1448
33. Qian F, Deng J, Lee YG, Zhu J, Karpurapu M, Chung S, et al. The transcription factor PU.1 promotes alternative macrophage polarization and asthmatic airway inflammation. J Mol Cell Biol (2015) 7(6):557–67. doi:10.1093/jmcb/mjv042
34. Turkistany SA, DeKoter RP. The transcription factor PU.1 is a critical regulator of cellular communication in the immune system. Arch Immunol Ther Exp (Warsz) (2011) 59(6):431–40. doi:10.1007/s00005-011-0147-9
35. Grimaldi D, Louis S, Pene F, Sirgo G, Rousseau C, Claessens YE, et al. Profound and persistent decrease of circulating dendritic cells is associated with ICU-acquired infection in patients with septic shock. Intensive Care Med (2011) 37(9):1438–46. doi:10.1007/s00134-011-2306-1
36. Benlahrech A, Gotch F, Kelleher P, Patterson S. Loss of NK stimulatory capacity by plasmacytoid and monocyte-derived DC but not myeloid DC in HIV-1 infected patients. PLoS One (2011) 6(3):e17525. doi:10.1371/journal.pone.0017525
37. Faivre V, Lukaszewicz AC, Alves A, Charron D, Payen D, Haziot A. Human monocytes differentiate into dendritic cells subsets that induce anergic and regulatory T cells in sepsis. PLoS One (2012) 7(10):e47209. doi:10.1371/journal.pone.0047209
38. Poulin LF, Salio M, Griessinger E, Anjos-Afonso F, Craciun L, Chen JL, et al. Characterization of human DNGR-1+ BDCA3+ leukocytes as putative equivalents of mouse CD8alpha+ dendritic cells. J Exp Med (2010) 207(6):1261–71. doi:10.1084/jem.20092618
39. Riboldi E, Daniele R, Cassatella MA, Sozzani S, Bosisio D. Engagement of BDCA-2 blocks TRAIL-mediated cytotoxic activity of plasmacytoid dendritic cells. Immunobiology (2009) 214(9–10):868–76. doi:10.1016/j.imbio.2009.06.016
40. Grage-Griebenow E, Loseke S, Kauth M, Gehlhar K, Zawatzky R, Bufe A. Anti-BDCA-4 (neuropilin-1) antibody can suppress virus-induced IFN-alpha production of plasmacytoid dendritic cells. Immunol Cell Biol (2007) 85(5):383–90. doi:10.1038/sj.icb.7100048
41. Rajaiah R, Perkins DJ, Polumuri SK, Zhao A, Keegan AD, Vogel SN. Dissociation of endotoxin tolerance and differentiation of alternatively activated macrophages. J Immunol (2013) 190(9):4763–72. doi:10.4049/jimmunol.1202407
42. Greilich PE, Brouse CF, Rinder HM, Jessen ME, Rinder CS, Eberhart RC, et al. Monocyte activation in on-pump versus off-pump coronary artery bypass surgery. J Cardiothorac Vasc Anesth (2008) 22(3):361–8. doi:10.1053/j.jvca.2007.08.009
43. Stefanou DC, Asimakopoulos G, Yagnik DR, Haskard DO, Anderson JR, Philippidis P, et al. Monocyte Fc gamma receptor expression in patients undergoing coronary artery bypass grafting. Ann Thorac Surg (2004) 77(3):951–5. doi:10.1016/j.athoracsur.2003.09.026
45. Pena OM, Pistolic J, Raj D, Fjell CD, Hancock RE. Endotoxin tolerance represents a distinctive state of alternative polarization (M2) in human mononuclear cells. J Immunol (2011) 186(12):7243–54. doi:10.4049/jimmunol.1001952
49. DeKoter RP, Walsh JC, Singh H. PU.1 regulates both cytokine-dependent proliferation and differentiation of granulocyte/macrophage progenitors. EMBO J (1998) 17(15):4456–68. doi:10.1093/emboj/17.15.4456
50. Okuno Y, Huang G, Rosenbauer F, Evans EK, Radomska HS, Iwasaki H, et al. Potential autoregulation of transcription factor PU.1 by an upstream regulatory element. Mol Cell Biol (2005) 25(7):2832–45. doi:10.1128/MCB.25.7.2832-2845.2005
51. Bai Y, Srinivasan L, Perkins L, Atchison ML. Protein acetylation regulates both PU.1 transactivation and Ig kappa 3’ enhancer activity. J Immunol (2005) 175(8):5160–9. doi:10.4049/jimmunol.175.8.5160
52. Muthu K, He LK, Melstrom K, Szilagyi A, Gamelli RL, Shankar R. Perturbed bone marrow monocyte development following burn injury and sepsis promote hyporesponsive monocytes. J Burn Care Res (2008) 29(1):12–21. doi:10.1097/BCR.0b013e31815fa499
55. Rieske P, Pongubala JM. AKT induces transcriptional activity of PU.1 through phosphorylation-mediated modifications within its transactivation domain. J Biol Chem (2001) 276(11):8460–8. doi:10.1074/jbc.M007482200
56. Pospisil V, Vargova K, Kokavec J, Rybarova J, Savvulidi F, Jonasova A, et al. Epigenetic silencing of the oncogenic miR-17-92 cluster during PU.1-directed macrophage differentiation. EMBO J (2011) 30(21):4450–64. doi:10.1038/emboj.2011.317
57. Rosa A, Ballarino M, Sorrentino A, Sthandier O, De Angelis FG, Marchioni M, et al. The interplay between the master transcription factor PU.1 and miR-424 regulates human monocyte/macrophage differentiation. Proc Natl Acad Sci U S A (2007) 104(50):19849–54. doi:10.1073/pnas.0706963104
Keywords: monocyte, dendritic cells, stem cells, macrophage-colony stimulation factor, PU.1, epigenetic regulation, immunosuppression, sepsis
Citation: Lapko N, Zawadka M, Polosak J, Worthen GS, Danet-Desnoyers G, Puzianowska-Kuźnicka M and Laudanski K (2017) Long-term Monocyte Dysfunction after Sepsis in Humanized Mice Is Related to Persisted Activation of Macrophage-Colony Stimulation Factor (M-CSF) and Demethylation of PU.1, and It Can Be Reversed by Blocking M-CSF In Vitro or by Transplanting Naïve Autologous Stem Cells In Vivo. Front. Immunol. 8:401. doi: 10.3389/fimmu.2017.00401
Received: 17 November 2016; Accepted: 21 March 2017;
Published: 01 May 2017
Edited by:Anna Rubartelli, IRCCS AOU San Martino IST, Italy
Reviewed by:Jo A. Van Ginderachter, Vrije Universiteit Brussel, Belgium
Luciana Balboa, CONICET – Argentinean National Council Scientific Technical Research, Argentina
Copyright: © 2017 Lapko, Zawadka, Polosak, Worthen, Danet-Desnoyers, Puzianowska-Kuźnicka and Laudanski. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Krzysztof Laudanski, firstname.lastname@example.org