Abstract
Our group recently described a population of antigen presenting cells that appear to be critical in psoriasis pathogenesis, termed inflammatory myeloid dendritic cells (CD11c+ BDCA1−). Triggering receptor expressed on myeloid cells type-1 (TREM-1) Signaling was a major canonical pathway in the published transcriptome of these cells. TREM-1 is a member of the immunoglobulin superfamily, active through the DAP12 signaling pathway, with an unknown ligand. Activation through TREM-1 induces inflammatory cytokines including IL-8, MCP/CCL2 and TNF. We now show that TREM-1 was expressed in the skin of healthy and psoriatic patients, and there was increased soluble TREM-1 in the circulation of psoriasis patients. In psoriasis lesions, TREM-1 was co-localized with dendritic cells as well as CD31+ endothelial cells. TREM-1 expression was reduced with successful NB-UVB, etanercept and anti-IL-17 treatments. An in vitro model of PGN-activated monocytes as inflammatory myeloid DCs was developed to study TREM-1 blockade, and treatment with a TREM-1 blocking chimera decreased allogeneic Th17 activation as well as IL-17 production. Furthermore, TREM-1 blockade of ex vivo psoriatic dendritic cells in an alloMLR also showed a decrease in IL-17. Together, these data suggest that the TREM-1 signaling pathway may be a previously unidentified therapeutic target to prevent the effects of inflammatory myeloid DCs in psoriasis.
INTRODUCTION
Psoriasis is a common inflammatory skin disease of unknown etiology, and dendritic cells (DCs) are thought to play an important role in the pathogenesis of skin lesions (Lowes et al., 2007). There are two main subgroups of myeloid DCs in psoriasis: blood dendritic cell antigen (BDCA)-1/CD1c+ resident DCs, and a subset termed “inflammatory DCs” which includes “TNF- and iNOS-producing DCs” or Tip-DCs (Zaba et al., 2009b). These Tip-DCs were first found in a murine model of Listeria monocytogenes infection, and their development is dependent on CCR2 and MyD88 (Serbina et al., 2003a; Serbina et al., 2003b). Further studies have shown that human inflammatory DCs similarly produce TNF and iNOS (Lowes et al., 2005), are negative for BDCA-1, and also produce IL-12p40, IL-23p19, and IL-20 (Wang et al., 2006; Zaba et al., 2009a; Zaba et al., 2010).
To further characterize these inflammatory DCs, in 2010 we defined their transcriptome using global genomic profiling (Zaba et al., 2010). FACS-sorted psoriasis inflammatory DCs (HLA-DR+ CD11c+BDCA-1− cells) and resident DCs (HLA-DR+ CD11c+BDCA-1+ cells) were hybridized, and their expression profiles were compared to generate a list of differentially expressed genes (DEGs), defining the psoriatic inflammatory myeloid DCs transcriptome. Using this approach, TRAIL and TLR2 were identified as markers of inflammatory DCs (Zaba et al., 2010). Now, while interrogating this transcriptome using bioinformatics approaches (Ingenuity Pathway Analysis), Triggering receptor expressed on myeloid cells 1 (TREM-1) Signaling was identified as the third highest canonical pathway enriched in this transcriptome, with NK cell and IL17A signaling being the top two pathways.
TREM-1 (CD354), first described over ten years ago by Bouchon et al, is a member of the immunoglobulin superfamily, constitutively expressed on monocytes and neutrophils in peripheral blood (Bouchon et al., 2000; Bouchon et al., 2001; Matesanz-Isabel et al., 2011). It has also been identified on airway epithelial cells, hepatic endothelial cells, NK cells, DCs, B and T cells (Chen et al., 2008; Matesanz-Isabel et al., 2011; Rigo et al., 2012). TREM-1 is activated synergistically with TLR agonists and interacts with epidermal antimicrobial peptide (cathelicidin/LL37) (Amatngalim et al., 2011). As TREM-1 lacks an intracellular domain, downstream signaling by an unknown ligand is mediated through a DAP12 adaptor protein (Tessarz and Cerwenka, 2008). Several transcription factors are activated including JAK2, STAT3/5, and NFκB. Ultimately, activation of TREM-1 signaling pathway results in the downstream production of a variety of pro-inflammatory cytokines, including TNF, MCP/CCL2, MIP-1α and IL-8, amplifying innate and adaptive immune responses. However, soluble TREM-1 may play a role as an inhibitor by binding the unknown ligand and preventing binding to the TREM-1 surface receptor (Bouchon et al., 2001).
TREM-1 may be involved in infectious and non-infectious inflammation, as well as autoimmunity. TREM-1 pathway activation has been reported in pneumonia, pancreatitis, peptic ulcer disease, sepsis, chronic obstructive pulmonary disease and gout (Ford and McVicar, 2009). In inflammatory bowel disease, soluble TREM-1 was elevated in serum and expressed on CD68+ macrophages in the intestinal lamina propria (Park et al., 2009; Schenk et al., 2007). Furthermore, TREM-1 blockade has been shown to improve the clinical course of a murine model of inflammatory bowel disease (Schenk et al., 2007), and prolong survival in murine sepsis (Gibot et al., 2004). Recently, mice deficient in TREM-1 were generated, resulting in attenuated diethylnitrosamine induced hepatocellular carcinoma carcinogenesis (Wu et al., 2012), suggesting a role for TREM-1 in chronic inflammation associated with cancer progression.
Having identified TREM-1 Signaling in our transcriptome of psoriatic inflammatory myeloid DCs, we were interested in characterizing this pathway in psoriasis. TREM-1 was expressed on myeloid cells in the circulation of psoriatic patients as well as in lesions. Furthermore, TREM-1+ cells were reduced in psoriatic lesions following successful treatment. TREM-1 blockade in an in vitro and ex vivo allogeneic MLR using two different types of activated antigen presenting cells (peptidoglycan (PGN)-activated monocytes and psoriatic lesional DCs) reduced IL-17 production, suggesting the functional significance of TREM-1 pathway in psoriasis.
RESULTS
TREM-1 Signaling pathway was identified in the transcriptome of psoriatic inflammatory DCs
Our group recently identified a population of CD11c+BDCA-1− antigen presenting cells termed inflammatory myeloid dendritic cells in psoriasis (Zaba et al., 2010). The published transcriptome of these FACS-sorted BDCA-1+ versus BDCA-1− DCs from psoriasis lesions was mined using Ingenuity Pathway Analysis (IPA) to identify biologically relevant pathways enriched in this transcriptome (Table S1 for the top 50 pathways with FDR<0.05). TREM-1 Signaling was the third highest canonical pathway in this analysis (p=1.31×10−7), behind Natural Killer Cell Signaling and Role of IL17A in Psoriasis. The canonical TREM-1 Signaling pathway is shown in Figure S1. The list of genes in this pathway that were identified in this transcriptome in inflammatory DCs and their fold change (FCH) are shown in Table S2.
In situ and circulating TREM-1 protein was increased in psoriasis
TREM-1 immunohistochemistry was performed in paired non-lesional (NL), lesional (LS) psoriasis and normal skin, and representative images are shown in Figure 1a and S2b (Sigma IgG2a clone) and Figure S2c (R&D Systems IgG1 clone). TREM-1 protein was present in the epidermis of all sections, and there were also scattered positive dermal cells. There was over a three-fold increase in TREM-1+ cells in psoriasis lesions compared to NL tissues (n=10, p=0.002) (Figure 1b). Normal skin contained 299 TREM+ cells/mm (n=3). Epidermal TREM-1 expression was confirmed by flow cytometry of keratinocytes from normal skin and psoriasis lesions using the R&D systems anti-TREM-1 clone (Ingersoll et al., 2011) (n=3 for each condition) (Figure 1c).
Figure 1. In situ and circulating TREM-1 protein was increased in psoriasis.
(a) Representative TREM-1 protein expression in non-lesional (NL), lesional (LS) psoriasis skin and normal skin, with epidermal staining and TREM-1+ dermal cells, especially in lesional skin (Sigma IgG2a clone). (b) Dermal TREM+ cell counts in NL and LS skin (n=10). (c) TREM-1 expression on psoriatic (blue) and normal (green) keratinocytes by FACS (R&D Systems IgG1 clone; representative of n=3 for each group). Red line is negative control (FMO). (d) normalized TREM-1 mRNA expression in NL and LS skin (n=10). (e) Soluble TREM-1 in serum of healthy volunteers versus patients with psoriasis. *p<0.05, **p<0.01. Size bar is 100µm.
The pattern of TREM-1 mRNA expression mirrored protein expression, with a six-fold increase in mRNA in LS skin compared to NL skin (n=10, p=0.005) (Figure 1d). Additionally, TREM-1 message was also detected through RNA-sequencing (RNAseq) of psoriasis NL vs LS skin in a pilot study (n=3) (Jabbari et al., 2012). In that study, TREM-1 expression (RefSeq NM_178174) was increased FCH= 3.25 (log2FCH 1.7) with p=0.04 and FDR 0.15. There was less TREM-1 message in all three of the NL samples by RNAseq, compared to LS skin, although it did not reach statistical significance when corrected for multiple hypothesis testing. Soluble TREM-1 was also increased in the serum of a group of moderate-to-severe psoriasis patients (n=7) compared to healthy volunteers (n=5) (mean soluble TREM-1 in healthy volunteers 153 pg/ml, in psoriasis patients 402 pg/ml, p=0.02) (Figure 1e).
Characterization of TREM-1+ cells in psoriasis lesions
Two-color immunofluorescence was performed with TREM-1 and cellular markers CD11c, CD31, CD3, BDCA-1, CD163, and neutrophil elastase (n=3–5) (antibodies in Table S3). CD11c, which represents both resident and inflammatory myeloid DCs, co-expressed TREM-1 (Figure 2a). CD31+ dermal endothelial cells also co-expressed abundant TREM-1 (Figure 2b). BDCA-1+ DCs and occasional CD163+ macrophages in psoriasis lesions co-expressed TREM-1 (Figure S3a, b). There were rare CD3+ T cells that showed TREM-1 expression in light field IF microscopy, and confocal microscopy did not show any co-localization between CD3 and TREM-1 (Figure 2c). Neutrophils co-expressed TREM-1 (Figure S3c), as has been seen in other tissues and also in the circulation (Bouchon et al., 2001). TREM-1 staining of BDCA1+ resident and BDCA-1− inflammatory myeloid DCs in psoriasis was confirmed by FACS staining of dermal single cell suspensions from psoriasis shave biopsies (Figure S4).
Figure 2. Characterization of TREM-1+ cells in psoriasis lesions.
Two color immunofluorescence of TREM-1 (red) with (a) CD11c+ dendritic cells, (b) CD31+ endothelial cells, and (c) CD3+ T cells (each green). Size bar is 20µm.
TREM-1 expression was reduced with effective treatment
To further evaluate the potential role of TREM-1 in psoriasis, the change in protein expression, mRNA and the signaling pathway was studied in different clinical treatment trials (Johnson-Huang et al., 2010; Krueger et al., 2012; Zaba et al., 2007; Zaba et al., 2009c). We first studied a group of previously characterized patients with moderate-to-severe psoriasis who were treated with 6 weeks of narrow-band ultraviolet radiation (NB-UVB) (Johnson-Huang et al., 2010). Tissue sections and RNA were available from patients who responded to this therapy (n=5) and those that did not (n=5), further defined in Supplemental Materials and Methods. Representative TREM-1 staining is shown for both a responder and non-responder (Figure 3a). The change in TREM-1+ dermal cells in response to NB-UVB treatment was significantly different between responders and non-responders (p=0.05) (Figure 3b). In responders, a mean decrease of 75 TREM-1+ cells was observed (p=0.3), whereas in non-responders, there was an increase of 163 TREM-1+ cells (p=0.06). The TREM-1 mRNA response to NB-UVB treatment was also significantly different between responders and non-responders (p=0.05) (Figure 3c). In responders, a 16 fold reduction in TREM-1 mRNA was observed (p=0.04), whereas in non-responders, there was minimal change in TREM-1 mRNA (p=0.6).
Figure 3. TREM-1 expression was reduced with effective treatment.
(a) Representative TREM-1 protein expression at baseline in non-lesional (NL), lesional (LS) and at 6 weeks post-NB-UVB treatment in a responder (upper) and non-responder (lower). (b) TREM-1+ cell counts and (c) TREM-1 mRNA expression in the two groups, with a significant effect of treatment on TREM-1 in non-responders (red) and responders (blue) (p=0.05 for both cell counts and mRNA). (d) Soluble TREM-1 in serum of psoriasis patients before and after NB-UVB treatment, grouped as responders and non-responders by PASI75 (n=7) (Table S4). (e) TREM-1 pathway genes in a group of responders and non-responders to etanercept treatment (baseline is NL values). (f) Proportion of genes in the TREM-1 pathway that were differentially regulated in psoriasis (n=9) that responded to treatment with IL-17 blockade (Ixekizumab, blue) or TNF blockade (etanercept, green) and placebo (gray) at 2 weeks. Colored lines are changes in all psoriasis genes in the two studies. (g) Mean expression (log2FCH) of TREM-1 genes towards recovery with ixekizumab, etanercept, or placebo at 2 weeks.
In a second group of seven patients receiving the same NB-UVB treatment protocol for 12 weeks (patients described in Table S4), there was less soluble TREM-1 at 12 weeks (mean soluble TREM-1 at baseline 402 pg/ml and after treatment 303 pg/ml) (Figure 3d). When change in soluble TREM-1 was assessed with patients grouped as responders or non-responders by PASI75 response (Table S4), there was a 1.8 fold decrease in responders (p=0.096), and no difference in the non-responders (p=0.97). Although the change in TREM-1 was not significant with treatment for all patients grouped as responders/non-responders, a large Cohen’s effect size (mean/SD) of 1.2 (r=0.51) was observed, indicating that lack of significance was most likely due to the small sample size.
In a published study of patients with moderate-to-severe psoriasis who were treated with TNF-blockade (etanercept) for 12 weeks (Zaba et al., 2007; Zaba et al., 2009c), the response profile of genes in the TREM-1 Signaling pathway was evaluated in the transcriptome of patients during treatment, compared to NL levels (Figure 3e). The TREM-1 Signaling pathway gene set was completely resolved in those who responded to etanercept treatment, while it did not return to baseline in non-responders.
We have introduced the concept of “residual disease genomic profile (RDGP)” to represent the remaining genomic expression in lesions at the end of successful treatment, i.e. genes that improve by less than 75% (Suárez-Fariñas et al., 2010). In a recent study of psoriasis patients with ixekizumab, an anti-IL-17 treatment (Krueger et al., 2012), 62% of the nine genes in the TREM-1 Signaling pathway (Figure S1 and Table S2) that were differentially regulated in psoriasis, improved by over 75% by 2 weeks (Figure 3f), compared to 69% of all psoriasis genes. For comparison with etanercept at the same time-point in treatment, 34% of TREM-1 genes had recovered compared to only 31% of all psoriasis genes. There was a 2.69 FCH average expression of these TREM-1 genes towards recovery with ixekizumab at 2 weeks, compared to 1.56 FCH for etanercept, and no change (1.07 FCH) for placebo (Figure 3g). Overall, these results support the potential importance of the TREM-1 signaling pathway being involved in psoriasis, and improvement in these genes is required for lesion improvement.
Establishing a model of PGN-treated monocytes to test TREM-1 as a therapeutic target in vitro
As mentioned above, TREM-1 Signaling was detected in the transcriptomes of inflammatory DCs. It was also evident in a recent meta-analysis of full thickness biopsies from almost 180 psoriatic patients (paired LS vs. NL) (p=0.028) (Tian et al., 2012) (Figure 4a). The TREM-1 Signaling pathway was also elevated in keratinocytes transfected with mutations in CARD14 (p=2.7×10−10), a recently discovered cause of psoriasis (Jordan et al., 2012a; Jordan et al., 2012b), and in acute UVB treatment of full thickness skin of healthy volunteers (p=2.9×10−9) (Figure 4a) (Kennedy-Crispin et al., 2012). For comparison, IL-17 Signaling and NFκB Signaling pathways are shown for these transcriptomes (Figure 4a).
Figure 4. TREM-1 blockade reduced Th17 cells in an in vitro allo-MLR.
TREM-1, IL-17 and NFκB Signaling canonical pathways for the transcriptomes of psoriatic inflammatory DCs (BDCA-1− versus BDCA-1+ DC) (Zaba et al., 2010); psoriasis meta-analysis-derived (MAD) transcriptome (Tian et al., 2012); mutant CARD14 transfected keratinocytes (Jordan et al., 2012a; Jordan et al., 2012b), and UVB-irradiated skin (Kennedy-Crispin et al., 2012); peptidoglycan- and Heat Killed Listeria Monocytogenes-treated monocytes compared to untreated monocytes. (b) T cell phenotype for allogeneic T cells after culture (1:10) with monocytes (nil), PGN-treated monocytes (PGN), PGN-treated monocytes with control antibody (Ig control), and TREM-1 chimera (TREM-1 Block), showing percent IFNγ and IL-17 producing cells by intracellular cytokine staining. Representative of n=2. (c) IFNγ or IL-17 in supernatant of the alloMLR at the time of harvesting day 7 (n=4). *p<0.05.
In order to test the effects of TREM-1 blockade, an in vitro model with activation of the TREM-1 Signaling pathway was developed. Monocytes were chosen as they have a high level of TREM-1 expression in healthy volunteers (n=3) (Bouchon et al., 2000; Matesanz-Isabel et al., 2011) and in psoriasis patients (n=3) (Figure S5). Monocytes were treated overnight with Peptidoglycan (PGN) and Heat Killed Listeria Monocytogenes (HKLM), agonists of TLR2, a receptor that is abundant on inflammatory myeloid DCs (Zaba et al., 2010). These TLR2-activated monocytes produced IL-23p40, IL-1β, IL-6, and TNF (n=3, Figure S6a); some IL-23 mRNA (n=3, Figure S6b); induced robust T cell proliferation (n=3, data not shown), and most importantly Th17/Th1 cells in an alloMLR (n=8, Figure S7). Additionally, monocytes were treated with PGN or HKLM and their genomic profiles compared to paired untreated monocytes. DEGs for each comparison were those with FCH>1.5, FDR<0.01 (Table S5 and S6). A Venn diagram with differentially up- and down-regulated probe-sets is shown in Figure S8. Interrogating the transcriptomes of PGN- and HKLM-treated monocytes identified significant activation of the TREM-1 Signaling pathway (Figure 4a) (p=2.7×10−4 and 4.5×10−8, respectively). As PGN is likely to be a more general agonist, we chose to use PGN-treated monocytes to continue these studies, considering that they presented a useful model to study TREM-1 blockade.
TREM-1 blockade reduced Th17 cells in an in vitro alloMLR
CD14+ selected monocytes were cultured overnight with PGN, then washed, and co-cultured with allogeneic T cells in the presence of an inhibiting TREM-1 chimera (Bouchon et al., 2000; Bouchon et al., 2001), a construct with TREM-1 protein fused to Fc region of IgG1, added on day 1 and 3. T cells were harvested on day 7 and analyzed by intracellular cytokine staining (PMA and ionomycin activated cells), and cytokines measured in the supernatant. There was an approximately 50% reduction in the frequency of Th17 cells in the presence of TREM-1-IgG chimera compared to the IgG1 control antibody (n=2) (Figure 4b). In a second set of samples (n=4) there was significantly less IL-17 in the supernatant at day 7 (p=0.03), while there was no apparent reduction in IFNγ protein (Figure 4c).
TREM-1 blockade decreases Th17 cells in an ex vivo alloMLR
To pursue this observation further in an ex vivo model, dermal single cell suspensions from psoriatic shave biopsies (which contain predominantly DCs) were co-cultured with allogeneic T cells in the presence of TREM-1 blockade with the chimera (n=3). There was approximately a 50% reduction in IL-17 producing cells in the presence of TREM-1 blockade (representative image in Figure 5a). The percentage of IFNγ+IL-17+, IFNγ−IL-17+, total IL-17+, and total IFNγ+ cells showed that there was a decrease in IL-17-producing cells, but minimal reduction in IFNγ producing cells (Figure 5b). There was also a reduction in IL-17 production in the presence of the blocking TREM-1 chimera in this assay (Figure 5c). This response was of similar magnitude to the reduction in a parallel assay using ustekinumab (anti-p40), an FDA-approved biologic therapy for psoriasis (n=3; Figure 5d). Specifically, the mean reduction in total IL-17-producing cells was 66% with ustekinumab, comparable to the 50% reduction in IL-17 producing cells in the presence of TREM-1 blockade. These results indicate that TREM-1 blockade could reduce the effect of psoriatic DC activation of Th17 cells.
Figure 5. TREM-1 blockade decreases Th17 cells ex vivo.
(a) Representative T cell phenotype after allogeneic T cells cultured with psoriatic dermal single cell suspensions with Ig control or TREM-1 blockade showing percent IFNγ and IL-17 producing cells by intracellular cytokine staining. (b) Percentage of T cells producing IL-17 and/or IFNγ (n=3). (c) IL-17 in the supernatant of these experiments. (d) Representative alloMLR with psoriatic dermal single cell suspensions with IgG control or anti-IL-12/23p40 (ustekinumab, Stelara, Janssen) (n=3).
DISCUSSION
Psoriasis is a complex inflammatory process, and although much more is known about the involvement of the adaptive immune system and the central role of the IL-23-Th17 axis in this disease, questions still remain. These data show the presence of TREM-1 expression in psoriasis and a reduction with treatment, providing preliminary pre-clinical support for TREM-1 as a potential therapeutic target.
Initial review of this TREM-1 Signaling pathway suggests that this is a pathway involved in the innate immune system. Activation of the TREM-1 receptor (by its unknown ligand) augmented by TLR agonists, leads to DAP12 recruitment, and ultimately production of cytokines such as IL-8, MCP/CCL2, and TNF. These mediators all contribute to acute inflammation, leading to recruitment of neutrophils and mononuclear cells. The high level of TREM-1 expression on circulating neutrophils in both normal and psoriatic subjects (Bouchon et al., 2001), and recent evidence that neutrophils may produce IL-17 (Lin et al., 2011) suggests a role in early inflammatory processes. The observation that acute high dosage NB-UVB also causes activation of the TREM-1 Signaling pathway likewise supports a role for TREM-1 in acute inflammation.
However, while TREM-1 signaling may be an early event in psoriasis pathogenesis, it may also be involved in ongoing inflammation. Early studies showed that TREM-1-activated monocytes could participate in both the early innate and adaptive immune responses (Bleharski et al., 2003). In this setting, activation of TREM-1 on monocytes induced IL-8 and IL-1β, and also upregulated MHC Class II and co-stimulatory molecules such as CD86, leading to augmented T cell proliferation and IFNγ production. Furthermore, although innate early response cytokines such as IL-8 and IL-1β are elevated in psoriasis, they return to baseline in both those that respond to successful treatment with etanercept, and those that do not respond (Zaba et al., 2009c). Therefore, it is of interest that TREM-1 signaling genes that were differentially regulated in psoriasis only returned to baseline in those that responded to treatment, but not in those patients that did not improve. TREM-1+ cells and mRNA were also reduced only in responders to NB-UVB. IL-17 blockade also led to a reduction of TREM-1 genes as early as 2 weeks. These data suggest that there is persistent activation of the TREM-1 pathway during the maintenance of psoriasis lesions. In fact, the failure to turn off the TREM-1 signaling pathway may be part of the “psoriatic tendency” leading to maintenance of psoriasis lesions.
Recently, mutations in CARD14 were found in familial psoriasis vulgaris (Jordan et al., 2012a; Jordan et al., 2012b). Transfection of the CARD14 mutation into keratinocytes leads to increased NFκB activation, and production of many cytokines such as IL-8 and CCL20. For the psoriasis patients harboring mutations in CARD14, this suggests there may be a lower threshold for epidermal activation initiating psoriasis lesions. It was of interest then that TREM-1 protein expression was detected on keratinocytes by immunohistochemistry and FACS. Furthermore, the TREM-1 signaling pathway was also significant in the transcriptome of the keratinocytes with this CARD14 mutation. The relationship between TREM-1 and CARD14 remains to be evaluated, but they may share common mechanism of action as they can both activate NFκB.
Antimicrobial peptide human β-defensin 3 (BD3) upregulated co-stimulatory molecules CD80, CD86, and CD40 on monocytes via TLR1 and TLR2 in a MyD88-dependent manner (Funderburg et al., 2007). This was specific to the myeloid cells, as BD3 did not have this effect on plasmacytoid DCs. These observations brought our attention to the concept that an endogenous keratinocyte peptide could activate monocytes to become potential antigen-presenting cells. Monocytes as precursors of inflammatory DCs have also been shown recently in a murine model of LPS-stimulation (Cheong et al., 2010), as well as the initial description of Tip-DCs (Serbina et al., 2003a; Serbina et al., 2003b). Use of PGN-activated monocytes as a model of inflammatory DCs established a useful system to test TREM-1 blockade. Monocytes cultured overnight with PGN developed into antigen presenting cells capable of robust allogeneic T cell proliferation, cytokine production, and Th1/Th17 activation. In this in vitro system, treatment of the PGN-activated monocytes with TREM-1 inhibiting chimera reduced the percentage of Th17 cells by half, and decreased the secretion of IL-17 into the supernatant, suggesting that blocking TREM-1 suppresses Th17 cells.
We have previously shown that both CD11c+BDCA-1+ resident DCs and CD11c+BDCA-1− inflammatory myeloid DCs can activate allogeneic Th1/Th17 cells ex vivo (Zaba et al., 2009a). While we first identified the TREM-1 Signaling pathway in the transcriptome of the inflammatory myeloid DCs, TREM-1 was present on both DC subsets, and the TREM-1 chimera decreased bulk psoriatic DCs induction of allogeneic Th17 cell activation and IL-17 production. This suggests that blockade of TREM-1 on both resident and inflammatory myeloid DCs may be a potential therapeutic strategy, as shown in Figure S9. Further studies are warranted to determine which population may be more important. As the mechanism of action of the TREM-1 chimera is considered to be via binding to the TREM-1 ligand, it is possible that DCs and/or T cells in the alloMLR may produce the ligand for TREM-1.
The addition of TREM-1 blockade in this ex vivo system reduced the percent Th17 cells and IL-17 production in a magnitude similar to IL-23p40 blockade (ustekinumab, Stelara, Janssen, an FDA-approved treatment for psoriasis). While time consuming and technically difficult due to the small numbers of cells available for study, this assay offers a useful method for assessing the effect of potential therapeutics in a human system to develop pre-clinical data. Overall, these data support the potential importance of TREM-1 in psoriatic inflammation and warrant further study of TREM-1 as a therapeutic target.
MATERIALS AND METHODS
Further details are available in Supplemental Material and Methods.
Skin and Blood Samples
Skin biopsies and blood were obtained from normal volunteers and psoriasis patients under a Rockefeller University Institutional Review Board approved protocol. Written informed consent was obtained and the study was performed in adherence with the Declaration of Helsinki Principles. De-identified normal skin was obtained from plastic surgeons. Skin biopsies for TREM-1 cell counting and PCR were from a previously published clinical treatment study with NB-UVB (Johnson-Huang et al., 2010). Soluble TREM-1 was measured in a group of moderate-to-severe psoriasis patients receiving standard therapeutic NB-UVB 3 times a week for 12 weeks in a Rockefeller University Institutional Review Board approved protocol (clinicaltrials.gov NCT00844363). Characteristics of this group of patients are in Table S4 (three females, four males, mean age 47 years). The mean PASI at baseline was 22, mean PASI at 12 weeks treatment was 7, and mean reduction in PASI was 69%. 3/7 patients reached PASI75, and 6/7 reached PASI50.
Immunohistochemistry and Immunofluorescence
Immunohistochemistry was performed as previously described (Fuentes-Duculan et al., 2010), with antibodies listed in Table S3a. Immunofluorescence was performed in lesional psoriatic skin samples (n=3–5) as previously described (Fuentes-Duculan et al., 2010), using antibodies and fluorochromes as outlined in Table S3a.
FACS
Keratinocytes were obtained from both psoriasis and normal skin after incubation with dispase, then trypsinization (0.25% tryspin, Gibco, Grand Island, NY). Keratinocytes were c-kit−, HLA-DR−. Dermal single cell suspensions were obtained from psoriasis shave biopsies as previously described (Zaba et al., 2009a). PBMCs from healthy volunteers (n=5) and psoriasis patients (n=3) were obtained by Ficoll (GE Healthcare, Uppsala, Sweden) density centrifugation. FACS staining was performed as previously described (Zaba et al., 2009a) (Table S3b).
TREM-1 Immunoassay
Soluble serum TREM-1 was measured by (TREM-1 DuoSet, R&D Systems, Minneapolis, MN) according to the manufacturers directions, in a group of patients before and after NB-UVB treatment (n=7) (Table S4), and compared to a group of healthy volunteers (n=5) (two females and 3 males, mean age 39 years).
RT-PCR
Quantitative RT-PCR was performed on samples using RNA from NB-UVB study as previously described (Johnson-Huang et al., 2010) using TREM-1 primers (Hs_00218624_m1; Applied Biosystems, Carlsbad, CA), normalized to human acidic ribosomal protein gene (hARP) housekeeping gene (Johnson-Huang et al., 2010).
Establishing an in vitro model for inflammatory DCs
Monocytes were treated with HKLM (108 cells/ml InvivoGen, San Diego, CA), PGN (5µg/ml, InvivoGen), or media, and RNA hybridized to HGU133A2.0 Affymetrix gene chips, as previously described (Zaba et al., 2010). The list of DEGs for the treated monocytes analyzed in IPA was for FCH >1.5 and False Discovery Rate (FDR) <0.01. The data discussed in this publication have been deposited in the National Center for Biotechnology Information’s Gene Expression Omnibus (GSE42305).
Allogeneic MLR with TREM-1 blockade
TREM-1 chimera (10µg/ml, R&D, 1278TR) or IgG1 (R&D) was added to the PGN-treated monocytes (alloMLR), or psoriasis dermal single cell suspensions (ex vivo alloMLR, i.e. unmanipulated dermal emigres from psoriatic skin) and bulk T cell (Rosette sep, Stem Cell Technologies) (1:10) co-culture at baseline and day 3. T cells were harvested on day 7–9 for intracellular cytokine staining, as previously described (Zaba et al., 2009a). T cells with TREM-1 antibody at the same concentration, and low dose IL-2 to keep cells alive (20 IU/ml on days 1 and 3, Ebioscience) showed minimal Th17 activation (data not shown). IL-17 was measured in the supernatant harvested on the final day by ECL technique (IL-17) (Meso Scale Discovery, Gaithersburg, MD) or luminex (IFNγ) platforms, according to the manufacturers directions.
Statistics
LS versus NL cell counts and log transformed RT-PCR data were analyzed by paired t-tests. Soluble TREM-1 in serum of psoriasis patients was compared to healthy volunteers by Mann Whitney test. Analysis of cell counts, mRNA, soluble TREM-1 response to NB-UVB treatment was modeled using repeated measure ANOVA analysis, with between factor Response (Responders/Non-Responders) and within-subject factor Time (Pre/Post). Production of cytokines or mRNA, or percent Th17 cells by HKLM or PGN, was analyzed by repeated measures ANOVA. Effect of TREM-1 blockade on cytokine production in the supernatant was compared to isotype control by Mann Whitney test. To compare the proportion of genes in the TREM-1 pathway that improve after treatment, a McNeamar test of dependent proportions was used. Significance was accepted as p<0.05.
Supplementary Material
ACKNOWLEGEMENTS
Research supported by National Institutes of Health (NIH) grant UL1 RR024143 from the National Center for Research Resources (NCRR). MAL, LH and JLH are supported by NIH 1R01AR060222; LMJ-H is supported by the Linda and Leonard Berkowitz Postdoctoral Fellowship. NG is supported by NIH MSTP grant GM07739. TL is supported by a National Psoriasis Foundation Discovery grant. We would like to thank Dr James Krueger for helpful discussions; Hanna Ning and Dr Hiroshi Mitsui for technical advice, and Drs Shivaprasad Bhuvanendran and Alison North from the Bio-Imaging Resource Center for technical support.
Abbreviations
- TREM
triggering receptor expressed on myeloid cells
- NB-UVB
narrow band ultra violet B
- DC
dendritic cell
- PASI
Psoriasis Area Severity Index
- LS
lesional
- NL
non-lesional
- PGN
peptidoglycan
- HKLM
heat killed listeria monocytogenes
- DEG
differentially expressed genes
- FCH
fold change
- FDR
false discovery rate
- hARP
human acidic ribosomal protein
- IPA
Ingenuity Pathway Analysis
- MLR
Mixed Leukocyte Reaction
- BDCA
Blood dendritic cell antigen
- RDGP
residual disease genomic profile
Footnotes
CONFLICT OF INTEREST
The authors do not have any conflict of interest.
REFERENCES
- Amatngalim GD, Nijnik A, Hiemstra PS, Hancock RE. Cathelicidin peptide LL-37 modulates TREM-1 expression and inflammatory responses to microbial compounds. Inflammation. 2011;34:412–425. doi: 10.1007/s10753-010-9248-6. [DOI] [PubMed] [Google Scholar]
- Bleharski JR, Kiessler V, Buonsanti C, Sieling PA, Stenger S, Colonna M, et al. A role for triggering receptor expressed on myeloid cells-1 in host defense during the early-induced and adaptive phases of the immune response. Journal of Immunology. 2003;170:3812–3818. doi: 10.4049/jimmunol.170.7.3812. [DOI] [PubMed] [Google Scholar]
- Bouchon A, Dietrich J, Colonna M. Cutting edge: inflammatory responses can be triggered by TREM-1, a novel receptor expressed on neutrophils and monocytes. Journal of Immunology. 2000;164:4991–4995. doi: 10.4049/jimmunol.164.10.4991. [DOI] [PubMed] [Google Scholar]
- Bouchon A, Facchetti F, Weigand MA, Colonna M. TREM-1 amplifies inflammation and is a crucial mediator of septic shock. Nature. 2001;410:1103–1107. doi: 10.1038/35074114. [DOI] [PubMed] [Google Scholar]
- Chen LC, Laskin JD, Gordon MK, Laskin DL. Regulation of TREM expression in hepatic macrophages and endothelial cells during acute endotoxemia. Experimental and Molecular Pathology. 2008;84:145–155. doi: 10.1016/j.yexmp.2007.11.004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 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;143:416–429. doi: 10.1016/j.cell.2010.09.039. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ford JW, McVicar DW. TREM and TREM-like receptors in inflammation and disease. Current Opinion in Immunology. 2009;21:38–46. doi: 10.1016/j.coi.2009.01.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fuentes-Duculan J, Suárez-Fariñas M, Zaba LC, Nograles KE, Pierson KC, Mitsui H, et al. A subpopulation of CD163-positive macrophages is classically activated in psoriasis. Journal of Investigative Dermatology. 2010;130:2412–2422. doi: 10.1038/jid.2010.165. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Funderburg N, Lederman MM, Feng Z, Drage MG, Jadlowsky J, Harding CV, et al. Human-defensin-3 activates professional antigen-presenting cells via Toll-like receptors 1 and 2. Proceedings of the National Academy of Sciences of the United States of America. 2007;104:18631–18635. doi: 10.1073/PNAS.0702130104. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gibot S, Kolopp-Sarda MN, Bene MC, Bollaert PE, Lozniewski A, Mory F, et al. A soluble form of the triggering receptor expressed on myeloid cells-1 modulates the inflammatory response in murine sepsis. Journal of Experimental Medicine. 2004;200:1419–1426. doi: 10.1084/jem.20040708. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ingersoll MA, Platt AM, Potteaux S, Randolph GJ. Monocyte trafficking in acute and chronic inflammation. Trends Immunol. 2011;32:470–477. doi: 10.1016/j.it.2011.05.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jabbari A, Suarez-Farinas M, Dewell S, Krueger JG. Transcriptional profiling of psoriasis using RNA-seq reveals previously unidentified differentially expressed genes. Journal of Investigative Dermatology. 2012;132:246–249. doi: 10.1038/jid.2011.267. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Johnson-Huang LM, Suarez-Farinas M, Sullivan-Whalen M, Gilleaudeau P, Krueger JG, Lowes MA. Effective Narrow-Band UVB Radiation Therapy Suppresses the IL-23/IL-17 Axis in Normalized Psoriasis Plaques. Journal of Investigative Dermatology. 2010;130:2654–2663. doi: 10.1038/jid.2010.166. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jordan CT, Cao L, Roberson ED, Duan S, Helms CA, Nair RP, et al. Rare and Common Variants in CARD14, Encoding an Epidermal Regulator of NF-kappaB, in Psoriasis. Am J Hum Genet. 2012a;90:796–808. doi: 10.1016/j.ajhg.2012.03.013. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jordan CT, Cao L, Roberson ED, Pierson KC, Yang CF, Joyce CE, et al. PSORS2 is Due to Mutations in CARD14. Am J Hum Genet. 2012b;90:784–795. doi: 10.1016/j.ajhg.2012.03.012. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kennedy-Crispin M, Fuentes-Duculan J, Gulati N, Johnson-Huang LM, Lentini T, Sullivan-Whalen M, et al. Gene profiling of narrow-band UVB-induced skin injury defines cellular and molecular innate immune responses. Journal of Investigative Dermatology. 2012 doi: 10.1038/jid.2012.359. In press. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Krueger JG, Fretzin S, Suárez-Fariñas M, Haslett PA, Phipps KM, Cameron GS, et al. IL-17A is essential for cell activation and inflammatory gene circuits in psoriasis. Journal of Allergy and Clinical Immunology. 2012;130:145–154. doi: 10.1016/j.jaci.2012.04.024. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lin AM, Rubin CJ, Khandpur R, Wang JY, Riblett M, Yalavarthi S, et al. Mast cells and neutrophils release IL-17 through extracellular trap formation in psoriasis. Journal of Immunology. 2011;187:490–500. doi: 10.4049/jimmunol.1100123. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lowes MA, Bowcock AM, Krueger JG. Pathogenesis and therapy of psoriasis. Nature. 2007;445:866–873. doi: 10.1038/nature05663. [DOI] [PubMed] [Google Scholar]
- Lowes MA, Chamian F, Abello MV, Fuentes-Duculan J, Lin SL, Nussbaum R, et al. Increase in TNF-alpha and inducible nitric oxide synthase-expressing dendritic cells in psoriasis and reduction with efalizumab (anti-CD11a) Proceedings of the National Academy of Sciences of the United States of America. 2005;102:19057–19062. doi: 10.1073/pnas.0509736102. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Matesanz-Isabel J, Sintes J, Llinas L, de Salort J, Lazaro A, Engel P. New B-cell CD molecules. Immunology Letters. 2011;134:104–112. doi: 10.1016/j.imlet.2010.09.019. [DOI] [PubMed] [Google Scholar]
- Park JJ, Cheon JH, Kim BY, Kim DH, Kim ES, Kim TI, et al. Correlation of serum-soluble triggering receptor expressed on myeloid cells-1 with clinical disease activity in inflammatory bowel disease. Digestive Diseases and Sciences. 2009;54:1525–1531. doi: 10.1007/s10620-008-0514-5. [DOI] [PubMed] [Google Scholar]
- Rigo I, McMahon L, Dhawan P, Christakos S, Yim S, Ryan LK, et al. Induction of triggering receptor expressed on myeloid cells (TREM-1) in airway epithelial cells by 1,25(OH)(2) vitamin D(3) Innate Immun. 2012;18:250–257. doi: 10.1177/1753425911399796. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Schenk M, Bouchon A, Seibold F, Mueller C. TREM-1--expressing intestinal macrophages crucially amplify chronic inflammation in experimental colitis and inflammatory bowel diseases. Journal of Clinical Investigation. 2007;117:3097–3106. doi: 10.1172/JCI30602. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Serbina NV, Kuziel W, Flavell R, Akira S, Rollins B, Pamer EG. Sequential MyD88-independent and -dependent activation of innate immune responses to intracellular bacterial infection. Immunity. 2003a;19:891–901. doi: 10.1016/s1074-7613(03)00330-3. [DOI] [PubMed] [Google Scholar]
- Serbina NV, Salazar-Mather TP, Biron CA, Kuziel WA, Pamer EG. TNF/iNOS-producing dendritic cells mediate innate immune defense against bacterial infection. Immunity. 2003b;19:59–70. doi: 10.1016/s1074-7613(03)00171-7. [DOI] [PubMed] [Google Scholar]
- Suárez-Fariñas M, Fuentes-Duculan J, Lowes MA, Krueger JG. Resolved psoriasis lesions retain expression of a subset of disease-related genes. Journal of Investigative Dermatology. 2010;131:391–400. doi: 10.1038/jid.2010.280. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tessarz AS, Cerwenka A. The TREM-1/DAP12 pathway. Immunology Letters. 2008;116:111–116. doi: 10.1016/j.imlet.2007.11.021. [DOI] [PubMed] [Google Scholar]
- Tian S, Krueger JG, Li K, Jabbari A, Brodmerkel C, Lowes MA, et al. Meta-Analysis Derived (MAD) Transcriptome of Psoriasis Defines the "Core" Pathogenesis of Disease. PLoS One. 2012;7:e44274. doi: 10.1371/journal.pone.0044274. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang F, Lee E, Lowes MA, Haider AS, Fuentes-Duculan J, Abello MV, et al. Prominent production of IL-20 by CD68+/CD11c+ myeloid-derived cells in psoriasis: Gene regulation and cellular effects. Journal of Investigative Dermatology. 2006;126:1590–1599. doi: 10.1038/sj.jid.5700310. [DOI] [PubMed] [Google Scholar]
- Wu J, Li J, Salcedo R, Mivechi NF, Trinchieri G, Horuzsko A. The Pro-inflammatory Myeloid Cell Receptor TREM-1 Controls Kupffer Cell Activation and Development of Hepatocellular Carcinoma. Cancer Research. 2012 doi: 10.1158/0008-5472.CAN-12-0938. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zaba LC, Cardinale I, Gilleaudeau P, Sullivan-Whalen M, Farinas MS, Fuentes-Duculan J, et al. Amelioration of epidermal hyperplasia by TNF inhibition is associated with reduced Th17 responses. Journal of Experimental Medicine. 2007;204:3183–3194. doi: 10.1084/jem.20071094. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zaba LC, Fuentes-Duculan J, Eungdamrong NJ, Abello MV, Novitskaya I, Pierson KC, et al. Psoriasis Is Characterized by Accumulation of Immunostimulatory and Th1/Th17 Cell-Polarizing Myeloid Dendritic Cells. Journal of Investigative Dermatology. 2009a;129:79–88. doi: 10.1038/jid.2008.194. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zaba LC, Fuentes-Duculan J, Eungdamrong NJ, Johnson-Huang LM, Nograles KE, White TR, et al. Identification of TNF-related apoptosis-inducing ligand and other molecules that distinguish inflammatory from resident dendritic cells in patients with psoriasis. Journal of Allergy and Clinical Immunology. 2010;125:1261–1268. doi: 10.1016/j.jaci.2010.03.018. e9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zaba LC, Krueger JG, Lowes MA. Resident and "inflammatory" dendritic cells in human skin. Journal of Investigative Dermatology. 2009b;129:302–308. doi: 10.1038/jid.2008.225. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zaba LC, Suarez-Farinas M, Fuentes-Duculan J, Nograles KE, Guttman-Yassky E, Cardinale I, et al. Effective treatment of psoriasis with etanercept is linked to suppression of IL-17 signaling, not immediate response TNF genes. Journal of Allergy and Clinical Immunology. 2009c;124:1022–1110. doi: 10.1016/j.jaci.2009.08.046. e1-395. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.





