Abstract
Background
Neutrophils are present in the early phases of spondyloarthritis-related uveitis, skin and intestinal disease, but their role in enthesitis, a cardinal musculoskeletal lesion in spondyloarthritis, remains unknown. We considered the role of neutrophils in the experimental SKG mouse model of SpA and in human axial entheses.
Methods
Early inflammatory infiltrates in the axial and peripheral entheseal sites in SKG mice were evaluated using immunohistochemistry and laser capture microdissection of entheseal tissue. Whole transcriptome analysis was carried out using Affymetrix gene array MTA 1.0, and data was analyzed via IPA. We further isolated neutrophils from human peri-entheseal bone and fibroblasts from entheseal soft tissue obtained from the axial skeleton of healthy patients and determined the response of these cells to fungal adjuvant.
Results
Following fungal adjuvant administration, early axial and peripheral inflammation in SKG mice was characterized by prominent neutrophilic entheseal inflammation. Expression of transcripts arising from neutrophils include abundant mRNA for the alarmins S100A8 and S100A9. In normal human axial entheses, neutrophils were present in the peri-entheseal bone. Upon fungal stimulation in vitro, human neutrophils produced IL-23 protein, while isolated human entheseal fibroblasts produced chemokines, including IL-8, important in the recruitment of neutrophils.
Conclusion
Neutrophils with inducible IL-23 production are present in uninflamed human entheseal sites, and neutrophils are prominent in early murine spondyloarthritis-related enthesitis. We propose a role for neutrophils in the early development of enthesitis.
Supplementary Information
The online version contains supplementary material available at 10.1186/s13075-021-02693-7.
Keywords: Spondyloarthritis, Neutrophils, Enthesis
Introduction
Spondyloarthritis (SpA) includes a family of diseases that share a common genetic predisposition and several clinical manifestations. These diseases include ankylosing spondylitis (AS), reactive arthritis (ReA), psoriatic arthritis (PsA) and inflammatory bowel disease (IBD)-related arthritis. The enthesis represents the insertion point where tendons or ligaments attach to the bone and inflammation of this anatomic site (enthesitis) is a cardinal feature of SpA.
Neutrophils are innate immune cells implicated in the pathogenesis of psoriasis, PsA, uveitis and IBD [1–5]. They are prominent in other diseases that also fall within the SpA spectrum, including synovitis, acne, pustulosis, hyperostosis and osteitis (SAPHO) and chronic recurrent multifocal osteomyelitis (CRMO) [6, 7]. Neutrophils are also present in the sacroiliac joints of patients with early sacroiliitis and suspected AS [8]. Moreover, diseases in the SpA family share many common genes within the IL-17/IL-23 axis, a cytokine axis central to neutrophil immunobiology [9–15]. Although neutrophils are the most abundant leukocytes in the circulation and are a first line of innate immune defense, they are difficult to study because they are short-lived and, following production in the bone marrow, enter the circulation, migrate into tissues and then are rapidly cleared by macrophages [16]. Considering the evidence of their presence in SpA-related inflammatory conditions, we investigated early entheseal inflammation and tested the response of neutrophils to fungal adjuvants that are known to initiate enthesitis in murine models.
The SKG mouse model has emerged as a useful tool for studying SpA. Arthritis in these mice can occur spontaneously but is accelerated and coordinated by exposure to fungal or bacterial cell wall components such as zymosan, curdlan or mannan [17]. While initially described as a model of rheumatoid arthritis, more recent evidence demonstrates that SKG mice have many features of the SpA spectrum of disease, including spondylitis, dactylitis, enteritis and psoriasiform skin lesions [18–20]. Disease in this model is attributed to increased T cell autoreactivity due to a mutation in Zeta chain Associated Protein kinase 70 (ZAP-70). ZAP-70 is a component of the T cell receptor complex, and this mutation alters the T cell repertoire, resulting in an increase in Th1 and Th17 cells. In addition, neutrophils and the CARD9 signaling axis are essential components of arthritis induction in this model [21].
Tissue infiltrating neutrophils have been reported to produce pro-inflammatory cytokines and have been proposed as the main source of IL-23 in the colonic tissue from IBD patients [22]. Within SpA and the wider field of inflammation, understanding the cellular sources of IL-23 is an active area of research. While professional antigen presenting cells such as macrophages and dendritic cells are major sources of IL-23, other potential sources including epithelial cells have been identified [23]. The production of IL-23 by neutrophils was recently shown in in vitro studies [24]. Given the close association between IBD and SpA, we investigated the potential role of neutrophils in human entheses and in the axial and peripheral entheseal tissues in the murine SKG model. We demonstrate a strong representation of neutrophils in the early inflammatory infiltrate at axial and peripheral entheseal sites in SKG mice. We also confirm the presence of neutrophils at the normal human spinal enthesis and show that human entheseal neutrophils have the ability to secrete IL-23. We therefore hypothesize that neutrophils may be important players in the innate immune response in the early phase of enthesitis in SpA.
Materials and methods
The SKG mouse model
All animal procedures were performed in accordance with protocols approved by the Institutional Animal Care and Use Committee at the University of Massachusetts Chan Medical School. ZAP-70W163C mutant BALB/c (SKG) mice were kindly gifted by Dr. Shimon Sakaguchi [25]. Female SKG mice and control female BALB/c mice (n = 6 SKG, n = 4 BALB/c) were administered curdlan, 3mg (Wako Chemicals), by a single intraperitoneal injection at 9 to 10 weeks of age. Peripheral joint inflammation was scored weekly using the clinical criteria described previously [19]. Body weight and caliper measurements for ankle widths were also recorded weekly. Mice were euthanized at serial time points up to 11 weeks post curdlan injection and spines and hind limbs were collected, fixed in 4% paraformaldehyde for 48 h, transferred to 70% ethanol and stored at 4°C.
Procurement of murine-inflamed entheseal tissue via laser capture microscopy
Formalin-fixed, paraffin-embedded (FFPE) tissue samples were obtained from entheseal sites around the ankle and spine vertebrae 3 weeks after curdlan injection and subjected to laser capture microscopy (n = 3 SKG, n = 3 BALB/c control). The 8-μm sections were cut and mounted on membrane slides (MMI) in RNase-free conditions, deparaffinized in 3 changes of xylene and allowed to air dry under vacuum prior to laser capture microdissection (LCM). In addition, one 4-μm section between every 3 membrane slide sections was cut onto a glass slide and stained with hematoxylin and eosin (H&E) using a Leica Autostainer XL. Three membrane slides were mounted on an Olympus IX81 microscope. The corresponding H&E section was placed on an Olympus BX41 microscope to visualize entheseal inflammation sites. LCM was performed on 8-μm sections using an MMI Cell Cut laser capture microdissection system (MMI Inc., Rockledge, FL). Using MMI Cell Tools software (Version celltools-4.4 #261), areas to be microdissected with the laser were circumscribed on a monitor using the MMI system stylus. Multiple serial sections were required to ensure a minimum yield of 50ng of RNA. Microdissected entheses were collected onto MMI caps, pooled and subsequently incubated in 150μl of digestion buffer containing 10μl of proteinase K (miRNeasey FFPE Kit, QIAGEN) at 55oC overnight and stored at −80oC until all tissue samples were collected. 50ng of total RNA was amplified using the SensationPlus FFPE amplification kit and subjected to whole transcriptome analysis using Affymetrix gene array MTA 1.0.
Immunohistochemistry
Immunohistochemical staining was performed on 5-μm FFPE vertebral or ankle sections that were dried for a minimum of 48 h at 37oC using a modification of a published protocol [26]. Slides were deparaffinized by transferring from xylene through graded ethanol concentrations. Epitope retrieval was performed in a microwave oven with citrate buffer. Endogenous peroxidase was inhibited by incubation in 3% H2O2, followed by avidin/biotin blocking (Invitrogen, Camarillo, CA). Primary rat anti-mouse S100A8 antibody (clone MRP-8, MyBioSource, San Diego, CA) was used at a 1:1000 dilution. Control immunostaining was performed on parallel sections from each group with an isotype rat IgG2b antibody (AbD Serotec, Puchheim, Germany). Sections were stained with a biotinylated secondary donkey anti-rat antibody (Jackson ImmunoResearch, West Grove, PA) diluted 1:750, followed by detection with SA-HRP (Dako, Glostrup, Denmark) and diaminobenzidine (DAB) (Dako, Glostrup, Denmark). MPO staining of murine slides was performed by ServiceBio Inc. (Boston, MA) using a polyclonal rabbit anti-mouse MPO antibody (primary, ServiceBio Inc. Cat# GB11224) at 1mg/ml storage concentration and a secondary HRP-labelled goat anti-rabbit antibody diluted to 1:200 in PBS. Nuclei were counterstained with hematoxylin. Control immunostaining was performed on parallel sections with rabbit (DA1E) mAb IgG XP isotype control (Cell Signaling Technology, Danvers, MA). Images of MPO-stained sections were obtained by ServiceBio Inc. via brightfield scanning and viewed with QuPath software [27].
Procurement of the human entheseal tissue
Spinous process entheseal tissue was obtained from 10 patients (5 men and 5 women, median age of 46 years) undergoing spinal decompression, or surgery for scoliosis correction of the thoracic or lumbar spine, using previously described methods [28]. Three patient samples were used for histology, 4 samples were used for IL-23 induction and 3 samples were used for neutrophil and fibroblast isolation. All samples were collected following informed written consent with relevant ethical approval. The study protocol was approved by the North West-Greater Manchester West Research Ethics Committee.
Samples were divided into peri-entheseal bone and entheseal soft tissue. Sections of bone or entheseal soft tissue were digested with collagenase as previously described [28]. Following digestion, cells were filtered, and red cells lysis was performed using ammonium chloride.
Histology of human entheses
Human enthesis samples (n=3) were fixed in 4% paraformaldehyde in a 0.1 M phosphate buffer before decalcifying in EDTA (0.5M) at 4°C. The enthesis tissue was then fixed for 24 h in formalin and mounted in paraffin blocks for histological applications. Tissue sections (5 μm) were deparaffinized in xylene and subsequently rehydrated with graded ethanol series to water. Sections were stained with rabbit anti-human Myeloperoxidase (MPO) (1:50) (Abcam) and EnVision Plus horseradish peroxidase stain (Dako) and counterstained with Mayer’s hematoxylin. Slides were then scanned on Leica Aperio AT2 up to an original magnification 20x and images were captured by using an Aperio Imagescope at a digital magnification of 10x.
Isolation of human entheseal neutrophils and cell culture
To confirm the presence of neutrophils in the human entheseal tissue, cells released following enthesis digestion (n=3), described above, were incubated with 10% mouse serum and 1% IgG in FACS buffer prior to incubation with antibodies. Cells were then stained with DAPI (live/dead), CD45+ (leukocytes), CD66b+ (granulocytes) and CD16+ (neutrophils). Cells were analyzed using the FACSMELODY (BD Biosciences) and FlowJo software (Tree Star Software, San Carlos, California, USA). All lists of antibodies, clones and manufacturers can be found in the supplementary material (Supplementary Table 1). For functional studies, neutrophils were isolated from digested entheseal tissue using a neutrophil isolation kit (STEMCELL Technologies, Cambridge, MA). This kit was validated for neutrophil purity prior to proceeding with fungal adjuvant stimulation. After 48 h of culture, isolated neutrophils evaluated through flow cytometry show 94% purity for CD66b. Isolated entheseal neutrophils were subsequently cultured in RPMI (Sigma-Aldrich) supplemented with 10% FCS and 1% penicillin/streptomycin (Invitrogen). 5x105 neutrophils were plated in 96-well plates and stimulated with Zymosan (0.5mg/ml) (Sigma-Aldrich), IFNγ (20 ng/ml) (Peprotech) or Zymosan plus IFNγ for 48 h (n=4). The supernatant was then probed for IL-23 secretion by ELISA (ThermoFisher) according to the manufacturer’s instructions.
Isolation and stimulation of human entheseal fibroblasts
Entheseal fibroblasts were isolated by digestion of enthesis soft tissue samples as previously described [29]. Cells released following enthesis digestion (n=3) were plated in T75 flasks in DMEM media (Gibco, Life Technologies) containing 10% FBS and 1% penicillin/streptomycin. Nonadherent cells were removed with media changes and entheseal fibroblasts were allowed to reach confluency. Following passaging, entheseal fibroblasts were plated in 6 well plates and allowed to reach confluency. Entheseal fibroblasts were tested for CD90 expression to confirm lineage and purity (data not shown). Entheseal fibroblasts were then stimulated with mannan (1 mg/ml). Culture supernatant was probed by ELISA for CCL2, IL-6, IL-8 (Thermofisher) and CCL20 (Biolegend). All ELISA assays were carried out according to the manufacturers’ instructions. Entheseal fibroblasts were also analyzed for the surface expression of an array of adhesion molecules. Entheseal cells were detached with trypsin and blocked with 10% mouse serum and 1% IgG in FACS buffer prior to incubation with antibodies. Cells were stained with mouse anti-human CD54/ICAM-1 and CD106/VCAM-1. Cells were analyzed using LSRII (BD Biosciences) and FlowJo software. Antibodies used are summarized in Supplementary Table 1.
Statistics
Statistical analysis was conducted using GraphPad Prism software (La Jolla, CA, USA). Paired t tests were used to calculate significance. Specific statistical tests are described in the corresponding figure legends. Error bars represent standard deviation. Significant differences between control and test groups were evaluated with p values less than *p < 0.05 and **p < 0.01, as indicated.
Signaling Pathway Impact Analysis (SPIA) was performed using the R implementation of the SPIA method [30]. Gene signatures were calculated using the GSVA method implemented as an R package [31] and a previously published signature of resting granulocytes from human peripheral blood [32].
Results
Prominent neutrophil infiltration is present at axial and peripheral entheseal sites at early timepoints in SKG mice
SKG mice develop consistent inflammation in the axial spine and at peripheral sites, which occurs as early as 1–2 weeks post curdlan administration and can be quantified clinically (Fig. 1A). Histology of spine sections from the thoracic region to the mid tail were evaluated at 1, 2, 3, 6 and 11 weeks post curdlan administration (n = 3 per time point). H&E staining confirmed that an inflammatory infiltrate developed as early as 1–2 weeks post curdlan at entheseal sites in the spine base. There was a continuum of a decreasing inflammatory entheseal infiltrate at more proximal vertebral sites (Fig. 1B). Similarly, H&E staining also confirmed peripheral entheseal infiltrate at ankle sites as early as 1–2 weeks post curdlan administration. These findings are in keeping with prior visualization of inflammation at these sites through infrared in vivo imaging [33].
Multi-lobed nuclei of neutrophils were easily visualized in tissues at spine and ankle entheseal sites, and these cells stained positive for myeloperoxidase (MPO), a marker for neutrophils (Fig. 1C, D). Consistent with prior studies, gene array analysis from tissues at both ankle and spine inflamed entheseal sites revealed that regulators of pro-inflammatory cytokine genes including TNF, IL-1β, IL-6, IL-17, IL-23 and IL-12 were activated (Supplementary Table 2). In order to further evaluate the type of early cellular infiltration and gene expression patterns at spine and ankle entheseal sites, inflamed entheseal tissue from the axial skeleton and ankles of SKG and control BALB/c mice (n = 3 per group) was microdissected via laser capture microscopy 3 weeks post curdlan administration (Fig. 2A and Supplementary Figure 1).
Neutrophil-associated genes and pathways are highly upregulated at axial and peripheral enthesis sites during early inflammation in SKG mice
The early inflamed entheseal tissue obtained by laser capture from SKG and BALB/c control spine entheseal sites (n= 3 per group) was subjected to Affymetrix gene array analysis. A cutoff of greater than 2-fold change in gene expression compared to control was deemed significant. The most highly upregulated genes at both axial (Fig. 2B) and peripheral entheseal sites (Supplementary Table 3) in SKG mice were S100A8 and S100A9, the protein products of which form the heterodimer alarmin calprotectin. This alarmin is highly expressed intracellularly by neutrophils and is released extracellularly upon their activation. Protein expression of S100A8 was confirmed through IHC (Fig. 2C). Activation of upstream regulators of MYD88 and TLR4 (the endogenous receptor for S100A8/A9 agonists) was also found, in line with previously published data highlighting these genes in S100A8/A9 signaling (Supplementary Table 2) [34, 35].
The strong presence of neutrophils within entheseal infiltrates was supported by the top twenty perturbed pathways in the signaling pathway impact analysis (SPIA) [30], where multiple pathways related to neutrophil function, survival and differentiation were activated, highlighted in red in Table 1. Furthermore, the presence of neutrophils was confirmed through the neutrophil gene signature scores and heat map (Fig. 2D and E) using a previously validated neutrophil gene signature [32]. In addition, a significant fold-change expression of several neutrophil-associated genes was noted in the top 20 expressed genes at spine axial enthesis, highlighted in red in Fig. 2B. Notable among these genes are C-type lectin domain family 7 member A (Clec7a, Dectin-1), typically expressed by myeloid cells (neutrophils, macrophages and dendritic cells) [36], Cathepsin S (Ctss), known to activate IL-36 and drive neutrophil biology in psoriasis [37], C-type lectin domain family 4 member D (Clec4d), implicated in the recruitment of neutrophils at sites of inflammation [38], and Cytochrome B-245 Beta Chain (Cybb), encoding a subunit of Nox2, an important gene in reactive oxygen species production by neutrophils [39, 40].
Table 1.
Neutrophils are present at healthy human entheses and express IL-23 upon stimulation with fungal adjuvant
To confirm the presence of neutrophils in the human enthesis, tissue sections from human spinal enthesis samples (Supplementary Figure 2) were stained for MPO. MPO expressing cells were present in the peri-entheseal bone marrow (Fig. 3A) but were not detectable in the enthesis soft tissues. However, neutrophils showed margination in the blood vessels found within entheseal soft tissue (Fig. 3B), suggesting that these neutrophils are activated. Following enzymatic digestion of the non-inflamed human peri-entheseal bone and enthesis soft tissue, flow cytometry also confirmed the presence of neutrophils (CD45+ CD66b+ CD16+) (Fig. 3C) in peri-entheseal bone marrow but not in entheseal soft tissue (data not shown). It has previously been shown in mice that intraperitoneal fungal adjuvants rapidly spread to the joints and tibial bone marrow [41].
The SKG model is an IL-23-dependent model accelerated by fungal adjuvant that demonstrates arthritis and enthesitis, including early neutrophilic inflammation. Thus, we tested the ability of human entheseal neutrophils to secrete IL-23, as IL-23 secreting cells could initiate inflammation in SpA through activation at these sites by fungal and other adjuvants. When stimulated with the fungal adjuvant zymosan, enthesis-derived neutrophils significantly upregulated secretion of IL-23 (Fig. 3D), a finding enhanced by the co-administration of IFNγ, but not by administration of IFNγ alone. We also tested isolated blood neutrophils stimulated with two different fungal adjuvants (0.5mg/ml) for production of IL-23, as measured by ELISA (n=3). Mannan and zymosan (Supplementary Figure 3) show similar IL-23 induction capacity in neutrophils, while curdlan shows stronger induction capacity.
Stromal cells from healthy human entheses produce proinflammatory chemokines upon fungal adjuvant administration
Activation of stromal cells from entheseal sites is thought to play a role in the initiation of enthesitis [42]. When stimulated with the fungal adjuvant mannan, entheseal stromal cells significantly upregulated secretion of the neutrophil chemoattractant IL-8 (Fig. 4A). Mannan stimulation also resulted in the significant upregulation of other disease-relevant chemokines and cytokines including IL-6 (involved in promoting the IL-23/IL-17 axis), CCL20 (chemoattractant for IL-17-expressing cells) and CCL2 (chemoattractant for monocytes) (Fig. 4B–D). Adhesion molecules, whose upregulation is required for leukocyte recruitment, were also upregulated by mannan stimulation, including ICAM-1 (Fig. 4E) and VCAM-1 (Fig. 4F).
Discussion
We report that neutrophils are present in both non-inflamed human and diseased murine entheses. Since neutrophils are short-lived and thus difficult to manipulate and study in human samples, we have used the SKG mouse as a model of SpA. We confirm a key early role for neutrophils in the SKG enthesitis and for the first time confirm the presence of human enthesis neutrophils that have the capability to produce IL-23.
We demonstrate the presence of neutrophils by H&E staining and expression of MPO and by noting the presence of a neutrophil gene signature and upregulation of neutrophil-associated pathways amidst the 20 most activated pathways in IPA analysis. In the early entheseal inflammatory infiltrates in the spine, we find a highly upregulated gene and protein expression of the alarmins S100A8 and S100A9, components of calprotectin, a myeloid lineage factor. Calprotectin has been shown to be upregulated in the psoriatic skin and has been implicated in disease pathogenesis [43]. Calprotectin is also a biomarker for several inflammatory diseases, most notably inflammatory bowel disease, and is a marker of radiographic progression in SpA [44]. Furthermore, S100A8 and S100A9 are products of neutrophils and monocytes and are known to modulate the early stromal microenvironment during the development of tendinopathy and to influence the composition of the inflammatory cell infiltrate [45].
Our integrated evaluation of murine and human tissue supports an important role of neutrophils in the earliest stages of SpA. We report that neutrophils isolated from non-inflamed human entheses are capable of producing IL-23 in response to stimulation with the fungal adjuvant zymosan. Zymosan activates TRL2 and Dectin-1 pathways, and in line with our observations, it has been reported that IL-23 is also produced by peripheral blood neutrophils using TLR agonists [24]. In addition IL-23 producing CD14+ monocytes have been found in human entheses [46]. Until recently, IL-23 was thought to be largely produced by professional antigen presenting cells such as macrophages and dendritic cells. However, Kvedaraite et al. have reported that in IBD, the main source of IL-23 is tissue infiltrating neutrophils [22]. In our study, we also show that human entheseal stromal cells can produce chemokines associated with neutrophil chemotaxis following fungal adjuvant stimulation. It has been previously demonstrated that through an autocrine effect of S100A8/A9 on neutrophils, there is promotion of their slow-rolling and adhesion in the blood vessel walls [47]. Interestingly, in non-inflamed human entheseal tissue, we observe neutrophils lining blood vessels. We hypothesize that once present at entheseal sites, activated neutrophils could initially promote further neutrophil infiltration and contribute to the propagation of inflammation when normal tissue reparative processes are dysregulated. This hypothesis needs to be validated through additional work.
Limitations of this study include the fact that other myeloid cells may play a role in entheseal pathology in the SKG model and are likely contributors in early inflammation. We hypothesize that there is an upregulation of IL-8 in local fibroblasts, with subsequent recruitment of neutrophils, but we do not exclude a role for monocytes/macrophages or other cell types in early disease pathogenesis. Instead, we highlight the presence of neutrophils, an underappreciated cell in entheseal pathogenesis. We have not isolated neutrophils from SKG mice to directly show production of IL-23 upon fungal stimulation (as was done with human peri-entheseal bone neutrophils). However, we infer this association from the combination of gene array analysis and histologic data, where a prominent neutrophilic infiltrate is present at early timepoints in inflammation. Finally, we note that although IL-23 inhibition has been shown to be ineffective in treating axial SpA patients with established disease [48, 49], it is still likely that it plays a role as an important contributing cytokine in the development of enthesitis and possibly also as a key contributor in early SpA pathogenesis.
Conclusion
The SpA group of diseases are strongly linked to the IL-23/17 cytokine axis, and are linked to neutrophil biology including maturation, marrow egression, tissue infiltration and activation. Furthermore, the target organs in SpA, including the skin, eye and gut, as well as more rare skeletal diseases including SAPHO, show significant macroscopic or microscopic neutrophil infiltration [39]. Our data suggest that neutrophils play an important role in the earliest enthesitis lesions in the SKG mouse model of SpA (an IL-23/17 dependent model), and we demonstrate that the normal human enthesis contains neutrophils that, when stimulated, can produce IL-23. These findings suggest that this innate immune cell type might play a key role in disease pathogenesis.
Supplementary Information
Acknowledgements
We would like to thank Wendy Waegell of AbbVie, Inc., for helpful discussions.
Abbreviations
- SpA
Spondyloarthritis
- MTA
Mouse transcriptome assay
- IPA
Ingenuity pathway analysis
- AS
Ankylosing spondylitis
- ReA
Reactive arthritis
- PsA
Psoriatic arthritis
- IBD
Inflammatory bowel disease
- SAPHO
Synovitis, acne, pustulosis, hyperostosis and osteitis
- CRMO
Chronic recurrent multifocal osteomyelitis
- ZAP-70
Zeta chain-associated protein kinase 70
- CARD9
Caspase recruitment domain family member 9
- LCM
Laser capture microdissection
- H&E
Hematoxylin and eosin
- FFPE
Formalin-fixed paraffin-embedded
- SA-HRP
Streptavidin horseradish peroxidase
- MPO
Myeloperoxidase
- DAB
Diaminobenzidine
- PBS
Phosphate-buffered saline
- EDTA
Ethylene diamine tetra-acetic acid
- FACS
Fluorescence-activated cell sorting
- DAPI
4′,6-diamidino-2-phenylindole
- IFNγ
Interferon-gamma
- SPIA
Signaling pathway impact analysis
- GSVA
Gene set variation analysis
- IHC
Immunohistochemistry
Authors’ contributions
EG and DM designed the study, analyzed and interpreted the data and edited the manuscript. ZS and CB carried out the experiments in animal and human samples, respectively, and wrote the first draft and edited manuscript. QZ, YM, TH, JK, AK, SG, and KS aided in the data acquisition. The authors read and approved the final manuscript.
Funding
This work was supported by a grant provided by AbbVie, Inc. DM and CD are supported by Novartis UK Investigator-initiated non-clinical research funding support.
Availability of data and materials
The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request.
Declarations
Ethics approval and consent to participate
All animal procedures were performed in accordance with protocols approved by the Institutional Animal Care and Use Committee at the University of Massachusetts Medical School. All human samples were collected following informed written consent with relevant ethical approval, and the study protocol was approved by the North West-Greater Manchester West Research Ethics Committee.
Consent for publication
Not applicable.
Competing interests
The authors declare that they have no competing interests.
Footnotes
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Zheni Stavre and Charles Bridgewood are the first authors who contributed equally to this work.
Dennis McGonagle and Ellen M. Gravallese are senior authors who contributed equally to this work.
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request.