Abstract
Galectins, a family of animal lectins, play central roles in immune system regulation, shaping both innate and adaptive responses in physiological and pathological processes. These include rheumatoid arthritis (RA), a chronic multifactorial autoimmune disease characterized by inflammatory responses that affects both articular and extra-articular tissues. Galectins have been reported to play central roles in RA and its experimental animal models. In this perspective article we present new data highlighting the regulated expression of galectin-1 (Gal-1) and galectin-3 (Gal-3) in sera from RA patients under disease-modifying anti-rheumatic drugs (DMARDs) and/or corticoid treatment in the context of a more comprehensive discussion that summarizes the roles of galectins in joint inflammation. We found that Gal-1 levels markedly increase in sera from RA patients and positively correlate with erythrocyte sedimentation rate (ERS) and disease activity score 28 (DAS-28) parameters. On the other hand, Gal-3 is downregulated in RA patients, but positively correlates with health assessment questionnaire parameter (HAQ). Finally, by generating receiver-operator characteristic (ROC) curves, we found that Gal-1 and Gal-3 serum levels constitute good parameters to discriminate patients with RA from healthy individuals. Our findings uncover a differential regulation of Gal-1 and Gal-3 which might contribute to the anti-inflammatory effects elicited by DMARDs and corticoid treatment in RA patients.
Keywords: rheumatoid arthritis, galectin-1, galectin-3, inflammation, autoimmune disease
Introduction
Rheumatoid arthritis (RA) is a highly prevalent chronic disease with multifactorial etiology. It is characterized by generalized inflammation in multiple joints, leading to cartilage and bone erosion and articular deformation. The disease comprises a complex interaction between genetic susceptibility and environmental stimuli, including epigenetic modifications (1). Galectins have emerged as master regulators of immune system homeostasis, playing key roles in the amplification and/or resolution of inflammatory processes, including RA (2, 3).
Galectins in Inflammation
Galectins are soluble lectins defined by their affinity toward galactose-β1-4-N-acetylglucosamine (N-acetyl-lactosamine, LacNAc)-enriched glycoconjugates present on the cell surface or extracellular matrix. Until now, 15 galectins have been described in vertebrates and classified into three groups according to their molecular architecture: (1) “proto-type” galectins (e.g., Gal-1), consisting of only one carbohydrate recognition domain (CRD) which can homodimerize; (2) “tandem-repeat” galectins (e.g., Gal-8 and−9), which present two different CRDs in tandem connected by a short peptide; and (3) the “chimera-type” galectin, Gal-3, consisting of one CRD connected to a non-lectin N-terminal region that supports oligomerization (4, 5). The glycan-binding specificities of individual members of the galectin family have been extensively discussed recently (4).
Although some galectins exhibit a broad tissue localization (e.g., Gal-1 and Gal-3), others show a selective distribution pattern (2). Whereas some members of the galectin family trigger anti-inflammatory responses and serve as pro-resolving mediators, others display pro-inflammatory activity enhancing innate and adaptive immunity (6). Thus, the functional outcome of galectin signaling may differ greatly, depending on the particular galectin involved, the number and branching of specific glycans serving as potential ligands and the biochemical nature of these multivalent interactions (4, 7). In this regard, inflammation induces changes in the glycosylation signature of both immune cells and inflamed tissue, leading to either masking or unmasking of galectin-specific glycoepitopes (4, 8). Particularly, LacNAc residues recognized by Gal-1, which are present on the branches of N- or O-linked glycans, are created by the concerted action of specific glycosyltransferases including the N-acetylglucosaminyl transferase 5 (MGAT5), an enzyme that generates β1-6-N-acetylglucosamine branches in complex N-glycans, and the core 2 β1-6-N-acetylglucosaminyl transferase 1 (C2GNT1), which acts on asialo-galactose-β1-3-N-acetylgalactosamine core 1 O-glycans to synthetize the core 2 branching structure (4). Since Gal-1 and Gal-3 are ubiquitously expressed and display context-dependent functional roles, their immunomodulatory effects have been described in several inflammatory microenvironments (2).
Given the prominent expression of Gal-1 in tumors and immune privileged sites and its up-regulation during the recovery phase of autoimmune inflammation (9–13), this lectin has been proposed to play key roles in suppression of antitumor responses, maintenance of immune tolerance and resolution of chronic inflammation, acting as a novel regulatory checkpoint that links innate and adaptive responses (14). Gal-1 shapes immune responses by selectively deleting Th1 and Th17 effector cells (15), promoting a tolerogenic and pro-migratory dendritic cell (DC) phenotype (13, 16), fostering expansion of regulatory T cells (Tregs) (10, 17–19) and fine-tuning the function of neutrophils, monocytes and macrophages (20, 21). These broad immunoregulatory effects have been validated in several experimental models of autoimmunity, allergy, infection, and cancer (2, 7, 22–24).
On the other hand, Gal-3 has controversial pro- or anti-inflammatory activities depending on various factors including its intracellular or extracellular localization and the target cell implicated in these processes (25). Although it may contribute to resolution of inflammation by clearing apoptotic neutrophils (26), this lectin displays mostly pro-inflammatory effects by reinforcing activation of macrophages, DCs, mast cells, and natural killer cells, as well as T and B lymphocytes (27).
Galectins in Rheumatoid Arthritis
Heritability of RA is calculated to be around 65%, with more than 100 RA-risk-associated genomic loci (28). A few polymorphisms in individual galectins that could be associated to progression or severity of RA have been described. LGALS3 +292C, a polymorphism in the gene encoding Gal-3, is more common in RA patients (29). Moreover, a polymorphism in the gene encoding Gal-8 (rs2737713), generated by a missense mutation that changes a phenylalanine for tyrosine (F19Y), exhibits a strong association with RA in a Caucasian population (30). This mutation seemed to have no major effect on carbohydrate binding at least in solid-phase assays. Furthermore, a C3279T polymorphism in LGALS2 gene (encoding Gal-2), has been associated with diastolic blood pressure in RA patients at increased risk for hypertension (31).
A common feature of RA is the altered hyper-activated state of the stromal tissue and the immune system (1). Changes in both innate and adaptive immune pathways are common findings in RA patients (32). Gal-3 has been identified as a pro-inflammatory mediator both in RA patients and animal models of the disease. Gal-3 mRNA and protein were detected at the synovial membrane, while Gal-3-binding protein was found to be predominantly expressed at sites of bone destruction (33). Interestingly, expression of Gal-1 was not found at sites of synovial fibroblast invasion in RA (33). Synovial fibroblasts from RA patients expressed higher levels of CD51 and CD61 integrins, which individually, or by forming the αVβ3 complex (vitronectin receptor), binds to cartilage oligomeric matrix protein and induces secretion of Gal-3 (34). Externalization of this lectin influences the shape and persistence of joint inflammation by inducing local fibroblasts to secrete pro-inflammatory cytokines including IL-6, GM-CSF and MMP-3 and chemokines such as CCL2, CXCL8, CCL3, and CCL5 (35). Stimulation of IL-6 secretion by Gal-3 is mediated by Toll-like receptor-2,−3, and−4 in human synovial fibroblasts (36), contributing to amplification of pro-inflammatory responses (Figure 1).
Before the clinical onset of the disease, a “pre-RA” condition arises, which displays both immunologic and metabolic alterations (37). Follow-up studies in undifferentiated arthritis (UA) patients, naïve for both disease-modifying anti-rheumatic drugs (DMARDs) and corticosteroids, showed that serum Gal-3 levels are high in those patients that progress to RA after 1 year. Although serum Gal-3 was a poor prognostic marker itself, the combination with anti-cyclic citrullinated peptide (CCP) levels or bone marrow edema score could help categorize UA subsets at early phases (38). Moreover, in another study, serum Gal-3 levels showed no differences compared to controls in DMARDs- and corticosteroid-naïve patients with < 6 months of RA diagnosis, but were significantly elevated in anti-CCP positive vs. anti-CCP negative patients and healthy subjects (39). Furthermore, in a cohort of 20 RA patients serum Gal-3 levels positively correlated with those found in synovial fluid (33), suggesting possible association between systemic and local galectins.
Notably, autoantibodies that could reduce or block biological activities of galectins have been found in different settings. Xibillé-Friedmann and colleagues reported reduced Gal-1 levels in synovial fluid of RA patients due to the presence of anti-Gal-1 autoantibodies (40), a similar effect as that found in uveitis patients (41) (Figure 1). Moreover, autoantibodies against Gal-8 and Gal-9 have also been detected in RA patients (42, 43).
In a model of antigen-induced arthritis, Forsman and colleagues found that joint inflammation and bone erosion were attenuated, antigen-specific IgG and pro-inflammatory cytokines TNF-α and IL-6 were decreased, and the number of Th17 cells was significantly reduced in Lgals3−/− vs. WT mice, suggesting a pathogenic role for this lectin in the development and progression of RA (44). In contrast, Lgals1−/− mice developed a more severe inflammatory response in a model of collagen-induced arthritis (CIA) with higher penetrance and an accelerated clinical onset (45). In this regard, in early studies, we demonstrated the therapeutic potential of Gal-1 in the CIA model. Injection of syngeneic fibroblasts genetically engineered to secrete Gal-1, or daily administration of recombinant Gal-1 suppressed clinical and histopathological manifestations of arthritis and promoted a shift toward a Th2-mediated anti-inflammatory response (46). These findings were integrated by Wang et al. who successfully treated rats using lentiviral vectors aimed at overexpressing Gal-1 or silencing Gal-3, revealing broad anti-inflammatory responses characterized by improved radiographic and histological scores (47). Additionally, downregulation of Gal-1 and upregulation of Gal-3 expression were found in synovial tissue from patients with juvenile idiopathic arthritis (48, 49).
Interestingly, Eshkar-Sebban et al. found that a CD44 variant expressed in synovial fluid of RA patients -CD44vRA- sequesters Gal-8 by forming a soluble complex with fibrinogen, thus reducing the availability of this lectin in the inflamed joint (50). Furthermore, elevated levels of Gal-9 were detected in synovial fluid from patients, an effect that was accompanied by a higher percentage of Gal-9-positive cells in synovial tissue (51). By using a stable mutant protein resistant to proteolysis, Seki et al. showed that Gal-9, but not Gal-1,−3, or−8, induced apoptosis of fibroblast-like synoviocytes (51). Later, the authors found that Gal-9 suppressed clinical manifestations of CIA by reducing the synthesis of pro-inflammatory cytokines IL-17, IL-12, and IFN-γ in the joints and lowering the number of CD4+ T cells expressing T-cell immunoglobulin and mucin-domain containing-3 (TIM-3) in peripheral blood (52). Nonetheless, this effect was impaired in RA patients due to reduced TIM-3 expression (53). Furthermore, Gal-9 also reduced the severity of immune complexes-induced arthritis by downregulating FcγRIII and upregulating FcγRIIb in macrophages, an effect that ultimately led to IL-10 secretion and inhibition of TNF-α and IL-1β production (54). Mechanistically, Gal-9 acted by inducing the in vitro differentiation of Tregs, while suppressed polarization toward a Th17 phenotype (52). In contrast, a recent study suggested a rather pro-inflammatory role of Gal-9, as intra-articular injection of this lectin facilitated mononuclear cell migration and favored arthritogenic responses (55). Thus, the coordinated action and differential regulation of individual members of the galectin family will finally dictate clinical responses in RA patients (Figure 1).
Clinical Relevance of Gal-1 And Gal-3 in Patients With Rheumatoid Arthritis
Based on its broad anti-inflammatory activity, we evaluated Gal-1 serum levels in patients with established RA (defined by the American College of Rheumatology 2010 classification criteria). We recruited 32 patients and 19 sex- and age-matched healthy volunteers from Hospital de Clínicas “José de San Martín” (Buenos Aires, Argentina) (Table 1). Patients ranged from 1 to 28 years since RA was first diagnosed and were all under treatment with at least one DMARD, mainly methotrexate. Determination of Gal-1 was performed using an in-house ELISA as described (56). Detailed description of Materials and methods is shown as Supplementary Data.
Table 1.
Cohort 1 (n:32) | Cohort 2 (n:48) | ||
---|---|---|---|
Gender | |||
Female | 29 | 46 | |
Male | 3 | 2 | |
Age, median years (range) | 41 (24–64) | 48 (30–67) | |
RA duration, mean years (range) | 7.8 (1–28) | 9.1 (1–28) | |
Disease activity parameters | |||
Functional Class | |||
Class I | 4/32 (12.6%) | 20/48 (41.7%) | |
Class II | 14/32 (43.7%) | 21/48 (43.7%) | |
Class III | 11/32 (34.3%) | 5/48 (10.4%) | |
N/A | 3/32 (9.4%) | 2 (4.2%) | |
DAS-28, mean (range) | 4.4 (1.75–8) | 4.4 (1.96–6.28) | |
HAQ-A, mean (range) | 1.30 (0.25–2.25) | 1.27 (0–4.12) | |
VAS, mean (range) | 41.4 mm (0–100) | 37.1 mm (0–100) | |
ESR, mean (range) | 27.7 mm (10–91) | 32.6 mm (5–68) | |
Serology | |||
RF | |||
Positive | 28 | 38 | |
Negative | 0 | 7 | |
N/A | 4 | 3 | |
Anti-CCP | |||
Positive | 18 | 14 | |
Negative | 1 | 0 | |
N/A | 12 | 34 | |
Treatment | |||
Methotrexate | 26/32 (81.3%) | 40/48 (83.3%) | |
Corticosteroids | 19/32 (59.4%) | 43/48 (89.6%) | |
HCQ/CQ | 9/32 (28.1%) | 19/48 (39.6%) | |
Sulfasalazine | 1/32 (3.1%) | 4/48 (8.3%) | |
Leflunomide | 1/32 (3.1%) | 11/48 (23%) | |
Anti-TNFα | 6/32 (18.8%) | 2/48 (4.2%) | |
Other biologicals (rituximab, abatacept) | 2/32 (6.3%) | 0/48 (0%) | |
NSAIDs | 9/32 (28.1%) | 33/48 (68.8%) | |
Other | 9/32 (28.1%) | 4/48 (8.3%) | |
N/A | 3/32 (9.4%) | 3/48 (6.2%) |
N/A, Not Available; RF, Rheumatoid Factor; anti-CCP, anti-cyclic citrullinated peptide; NSAIDs, non-steroidal anti-inflammatory drugs. Others: folic acid, VitD3, risedronate, calcium.
Analysis of circulating Gal-1 showed significantly higher levels of this lectin in serum obtained from RA patients compared to control individuals (Figure 2A). To further validate these findings and given the lack of differences reported in another study (40), we recruited a second, independent and larger cohort of patients from Hospital “José Bernardo Iturraspe” (Santa Fe, Argentina). Twenty nine healthy volunteers and 48 RA patients under DMARD treatment were enrolled in the study. Cohort 2 validated our previous observation, as RA patients again showed significantly higher levels of serum Gal-1 compared to controls (Figure 2B).
Next, we explored the potential associations of Gal-1 with clinical parameters of disease activity. For this purpose, and to gain statistical robustness, we pooled data from both cohorts. Regardless of differences in the median Gal-1 serum levels between RA patients from cohort 1 (median = 68.77 ng/ml) and cohort 2 (median = 95.63 ng/ml), analysis of pooled data from both cohorts revealed, as expected, elevated Gal-1 levels in sera from RA patients compared to controls (Figure 2C). Based on this finding, we regrouped RA patients based on their functional status classification, and found that, compared to controls, serum Gal-1 levels were significantly increased in all functional classes; yet revealing no statistical differences (Figure 2D).
Next, we analyzed whether Gal-1 serum levels may correlate with quantitative parameters of disease activity derived from patients' questionnaires, such as VAS (Visual Analog Scale) and physical function such as HAQ (Health Assessment Questionnaire). As shown in Figures 2E,F, neither VAS nor HAQ parameters showed correlation with circulating Gal-1 levels (r = 0.17, p = 0.15; r = 0.04, p = 0.72, respectively). We then explored whether Gal-1 serum levels correlate with the Erythrocyte Sedimentation Rate (ESR). Notably, we found a very strong positive correlation between Gal-1 serum levels and ESR (Figure 2G, r = 0.039, p = 0.0006), a blood parameter that indicates the extent of systemic inflammation. Moreover, we also found a positive correlation between Gal-1 serum levels and DAS28 (Disease Activity Score 28) (Figure 2H, r = 0.25, p = 0.029).
Since RA is a chronic inflammatory disease that aggravates gradually, we also explored whether Gal-1 serum levels could change over time. We found no significant correlation between serum Gal-1 and disease duration (Figure 2I, r = 0.18, p = 0.15). Additionally, no correlation was found between Gal-1 serum concentrations and patients' age (r = 0.03, p = 0.80, graph not shown).
In order to broaden our study and given the different roles of Gal-3 in the arthritogenic process, we then examined serum levels of this chimera-type lectin in this patient cohort using a human Gal-3 ELISA kit (R&D Systems; DY1154). Interestingly, RA patients showed significantly lower levels of Gal-3 in circulation compared to control subjects (Figure 2J). Similar to our previous analysis, we categorized RA patients according to their functional status classification and found that serum Gal-3 levels were significantly diminished in functional class I and II compared to controls, but found no statistical differences between controls and class III RA patients (Figure 2K). Moreover, a positive linear trend was found, showing that Gal-3 serum concentrations tended to be higher in classes with higher disease activity (r = 0.18, p = 0.0037) (Figure 2K). Then, the same correlation analysis applied to Gal-1 and clinical parameters of disease was performed for Gal-3. Although we found no correlation between Gal-3 serum concentrations and VAS (r = −0.08, p = 0.60), ESR (r = −0.15, p = 0.31) or DAS28 (r = −0.06, p = 0.69), a significant positive correlation was detected between Gal-3 levels and HAQ score (Figure 2L, r = 0.38, p = 0.0098). Furthermore, though circulating Gal-3 levels did not correlate with RA duration (r = 0.23, p = 0.16), we found a positive correlation with patients' age (Figure 2M, r = 0.40, p = 0.0062).
Finally, we generated Receiver-Operator Characteristic (ROC) curves in order to assess the ability of Gal-1 and Gal-3 serum levels to discriminate between RA patients and healthy controls. Both Gal-1 and Gal-3 serum levels proved to be good parameters to distinguish patients with established RA from controls, as the area under the ROC curve (AUC) for both parameters was above 0.8 (Gal-1 AUC = 0.82, Gal-3 AUC = 0.88; both p < 0.0001) (Figure 2N). Serum Gal-1 concentrations above 60.94 ng/ml (sensitivity = 80.0% and specificity = 73.3%) and serum Gal-3 concentrations below 16.82 ng/ml (sensitivity = 85.42% and specificity = 71.43%) successfully differentiated RA patients from controls.
Conclusions
Galectins have emerged as amplifiers or silencers of inflammatory responses, capable of orchestrating complex regulatory circuits in innate and adaptive immune cells, as well as in synovial fibroblasts. In this perspective article we summarize relevant data pinpointing the contribution of galectins to the pathogenesis of RA (Figure 1) and report new clinical observations, highlighting the differential regulation of Gal-1 and Gal-3 at the systemic level in RA patients and their association with disease activity (Figure 2).
In two independent cohorts we found increased concentrations of Gal-1 in sera from RA patients compared to control individuals. Elevated levels of this lectin were found in all functional classes of patients and were independent of age and disease duration. To our knowledge, only one study has evaluated circulating Gal-1 levels in RA patients. Xibillé-Friedmann et al described in a cohort of 60 patients that plasma Gal-1 levels were similar in patients and controls; however Gal-1 concentrations were reduced in synovial fluid of patients and correlated with the presence of anti-Gal-1 autoantibodies (40). Although both studies recruited patients under DMARD treatment, differences between them could be related to distinct DMARD used, genetic background and/or environmental factors influencing concentrations of this immunoregulatory lectin. Of note, control subjects from that study exhibited considerably higher levels of Gal-1 in serum (low μg/ml range) compared to our controls and data published by other groups (often ranging in the low ng/ml range) (57–62).
Interestingly, we found a strong correlation between Gal-1 concentrations and ESR, an indicator of systemic inflammation. Similarly, in a previous study, Gal-1 serum levels were significantly increased in classical Hodgkin lymphoma patients who also showed an elevated ERS (57). Accordingly, we observed a positive correlation between serum Gal-1 and DAS-28, a composite score of disease activity derived from examination of 28 joints (number of swollen joints and tender joints) combined with ESR and VAS measurements. Like PD-1, CTLA-4 and other immune checkpoints, Gal-1 expression is upregulated in response to severe inflammatory conditions, acting as an homeostatic mechanism to counterbalance exuberant inflammation (13, 63). Interestingly, nuclear factor (NF)-κB, a transcription factor associated with induction of pro-inflammatory genes, also controls expression of immune inhibitory programs including those involving PD-1 and Gal-1 on T cells (64, 65). Thus, during the peak of inflammation, similar transcriptional mechanisms may operate to activate homeostatic programs that contribute to resolution of inflammatory responses.
The pathogenic role of IL-6 in RA has been widely studied, showing correlation between systemic levels of this cytokine and disease activity (66). Recently, we found that systemic upregulation of IL-6 mobilizes myeloid-derived suppressor cells (MDSCs) which drive Gal-1 production by γδ-T cells (67). In this regard, expansion of MDSCs correlated with disease severity (DAS-28) in RA patients (68, 69). As serum Gal-1 levels positively correlate with inflammation and DAS-28, activation of an “IL-6-MDSCs-Gal-1” axis could also take place in RA. Additional studies should be conducted to verify this hypothesis. On the other hand, a Gal-1-mediated pro-inflammatory signature has been observed in chondrocytes from osteoarthritic patients, suggesting context-dependent regulatory effects of this lectin (70).
Remarkably, Gal-1 and Gal-3 act by cross-linking N- and O-glycans on the surface of immune cells (15, 71). Since glycosylation is considerably altered in rheumatologic disorders (72), further studies are warranted to examine the relevance of cell surface glycans on immune cells, particularly those implicated in galectin-glycan interactions (complex N-glycans, core-2 O-glycans and absence of α2,6-sialylated structures) during the evolution of the arthritogenic process in RA patients. In this regard, low levels of galactosylation and sialylation of autoantibodies are associated with disease severity in RA patients (73). Moreover, Pfeifle and colleagues showed that IL-23-activated Th17 cells suppress α2,6-sialylation of IgG through downregulation of the α2,6-sialyltransferase-1 in antibody-producing plasma cells, skewing the balance from anti-inflammatory toward pro-inflammatory responses (74). Further studies aimed at exploring glycosylation patterns of pathogenic cells in RA will contribute to fully elucidate the role of galectins in this pathology.
Finally, we and others observed a positive correlation between Gal-3 levels and HAQ (39). Interestingly, we found lower concentrations of Gal-3 in RA patients compared to controls. In contrast, Issa and colleagues reported augmented Gal-3 serum levels mainly in untreated patients (38, 39). Such discrepancies could be probably due to DMARD and/or corticosteroid treatment in our patient cohorts. Supporting this assumption, glucocorticoid treatment inhibited lipopolysacharides-induced upregulation of Gal-3 in monocytic THP-1 cells (75). Moreover, a significant increase in IgG galactosylation and sialylation was detected in RA patients after initiation of methotrexate therapy, showing reversion to physiologic conditions (76, 77). Thus, low serum Gal-3 levels in combination with augmented Gal-1 expression could influence activation of tolerogenic circuits during RA remission states. Future studies involving treated and untreated RA patients will shed light on how different treatments affect both the glycosylation patterns of inflammatory cells as well as the expression pattern of pro- and anti-inflammatory galectins, leading to activation or de-activation of immune signaling programs.
Ethics Statement
Patients and controls were informed in detail about the study, and written consent was obtained in accordance with the Declaration of Helsinki. The protocol was approved by Ethics and Research Committees of Hospital de Clínicas José de San Martín, Hospital José Bernardo Iturraspe and Instituto de Biología y Medicina Experimental (IBYME).
Author Contributions
SPM-H acquired data, analyzed, and interpreted data, supervised the study and wrote the manuscript. PFH interpreted data, and wrote and revised the manuscript. JCS acquired data and revised the manuscript. LGM analyzed and interpreted data, and revised the manuscript. NAP and SMM analyzed data and wrote the manuscript. AMB, JAC, JLM, and GGN managed patients and revised the manuscript. GAR conceived, designed, and supervised the study, interpreted data, and wrote the manuscript.
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.
Footnotes
Funding. This work was supported by grants from the Argentinean Agency for Promotion of Science and Technology (Secretary of Science and Technology, PICT V 2014-367), CONICET and Sales and Bunge & Born Foundations. We also thank the American Association of Immunologists for Careers in Immunology Fellowship.
Supplementary Material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fimmu.2018.03057/full#supplementary-material
References
- 1.Firestein GS, McInnes IB. Immunopathogenesis of rheumatoid arthritis. Immunity (2017) 46:183–96. 10.1016/j.immuni.2017.02.006 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Toscano MA, Martinez Allo VC, Cutine AM, Rabinovich GA, Marino K V. Untangling galectin-driven regulatory circuits in autoimmune inflammation. Trends Mol Med. (2018) 24:348–63. 10.1016/j.molmed.2018.02.008 [DOI] [PubMed] [Google Scholar]
- 3.Sundblad V, Morosi LG, Geffner JR, Rabinovich GA. Galectin-1: A jack-of-all-trades in the resolution of acute and chronic inflammation. J Immunol. (2017) 199:3721–30. 10.4049/jimmunol.1701172 [DOI] [PubMed] [Google Scholar]
- 4.Cerliani JP, Blidner AG, Toscano MA, Croci DO, Rabinovich GA. Translating the ≪Sugar Code≫ into immune and vascular signaling programs. Trends Biochem Sci. (2017) 42:255–73. 10.1016/j.tibs.2016.11.003 [DOI] [PubMed] [Google Scholar]
- 5.Cedeno-Laurent F, Dimitroff CJ. Galectin-1 research in T cell immunity: past, present and future. Clin Immunol. (2012) 142:107–16. 10.1016/j.clim.2011.09.011 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Ilarregui JM, Bianco GA, Toscano MA, Rabinovich GA. The coming of age of galectins as immunomodulatory agents: impact of these carbohydrate binding proteins in T cell physiology and chronic inflammatory disorders. Ann Rheum Dis. (2005) 64 (Suppl. 4):iv96–103. 10.1136/ard.2005.044347 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Blidner AG, Méndez-Huergo SP, Cagnoni AJ, Rabinovich GA. Re-wiring regulatory cell networks in immunity by galectin-glycan interactions. FEBS Lett. (2015) 589:3407–18. 10.1016/j.febslet.2015.08.037 [DOI] [PubMed] [Google Scholar]
- 8.Rabinovich GA, Croci DO. Regulatory circuits mediated by lectin-glycan interactions in autoimmunity and cancer. Immunity (2012) 36:322–35. 10.1016/j.immuni.2012.03.004 [DOI] [PubMed] [Google Scholar]
- 9.Rubinstein N, Alvarez M, Zwirner NW, Toscano MA, Ilarregui JM, Bravo A, et al. Targeted inhibition of galectin-1 gene expression in tumor cells results in heightened T cell-mediated rejection; A potential mechanism of tumor-immune privilege. Cancer Cell (2004) 5:241–51. 10.1016/S1535-6108(04)00024-8 [DOI] [PubMed] [Google Scholar]
- 10.Dalotto-Moreno T, Croci DO, Cerliani JP, Martinez-Allo VC, Dergan-Dylon S, Mendez-Huergo SP, et al. Targeting galectin-1 overcomes breast cancer-associated immunosuppression and prevents metastatic disease. Cancer Res. (2013) 73:1107–17. 10.1158/0008-5472.CAN-12-2418 [DOI] [PubMed] [Google Scholar]
- 11.Croci DO, Cerliani JP, Dalotto-Moreno T, Mendez-Huergo SP, Mascanfroni ID, Dergan-Dylon S, et al. Glycosylation-dependent lectin-receptor interactions preserve angiogenesis in anti-VEGF refractory tumors. Cell (2014) 156:744–58. 10.1016/j.cell.2014.01.043 [DOI] [PubMed] [Google Scholar]
- 12.Blois SM, Ilarregui JM, Tometten M, Garcia M, Orsal AS, Cordo-Russo R, et al. A pivotal role for galectin-1 in fetomaternal tolerance. Nat Med. (2007) 13:1450–7. 10.1038/nm1680 [DOI] [PubMed] [Google Scholar]
- 13.Ilarregui JM, Croci DO, Bianco GA, Toscano MA, Salatino M, Vermeulen ME, et al. Tolerogenic signals delivered by dendritic cells to T cells through a galectin-1-driven immunoregulatory circuit involving interleukin 27 and interleukin 10. Nat Immunol. (2009) 10:981–91. 10.1038/ni.1772 [DOI] [PubMed] [Google Scholar]
- 14.Méndez-Huergo SP, Blidner AG, Rabinovich GA. Galectins: emerging regulatory checkpoints linking tumor immunity and angiogenesis. Curr Opin Immunol. (2017) 45:8–15. 10.1016/j.coi.2016.12.003 [DOI] [PubMed] [Google Scholar]
- 15.Toscano MA, Bianco GA, Ilarregui JM, Croci DO, Correale J, Hernandez JD, et al. Differential glycosylation of TH1, TH2 and TH-17 effector cells selectively regulates susceptibility to cell death. Nat Immunol. (2007) 8:825–34. 10.1038/ni1482 [DOI] [PubMed] [Google Scholar]
- 16.Thiemann S, Man JH, Chang MH, Lee B, Baum LG. Galectin-1 regulates tissue exit of specific dendritic cell populations. J Biol Chem. (2015) 290:22662–77. 10.1074/jbc.M115.644799 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Cedeno-Laurent F, Opperman M, Barthel SR, Kuchroo VK, Dimitroff CJ. Galectin-1 triggers an immunoregulatory signature in Th cells functionally defined by IL-10 expression. J Immunol. (2012) 188:3127–37. 10.4049/jimmunol.1103433 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Poncini CV, Ilarregui JM, Batalla EI, Engels S, Cerliani JP, Cucher MA, et al. Trypanosoma cruzi infection imparts a regulatory program in dendritic cells and t cells via galectin-1–dependent mechanisms. J Immunol. (2015) 195:3311–24. 10.4049/jimmunol.1403019 [DOI] [PubMed] [Google Scholar]
- 19.Sundblad V, Quintar AA, Morosi LG, Niveloni SI, Cabanne A, Smecuol E, et al. Galectins in intestinal inflammation: Galectin-1 expression delineates response to treatment in celiac disease patients. Front Immunol. (2018) 9:379. 10.3389/fimmu.2018.00379 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Rabinovich GA, Sotomayor CE, Riera CM, Bianco I, Correa SG. Evidence of a role for galectin-1 in acute inflammation. Eur J Immunol. (2000) 30:1331–9. [DOI] [PubMed] [Google Scholar]
- 21.Starossom SC, Mascanfroni ID, Imitola J, Cao L, Raddassi K, Hernandez SF, et al. Galectin-1 deactivates classically activated microglia and protects from inflammation-induced neurodegeneration. Immunity (2012) 37:249–63. 10.1016/j.immuni.2012.05.023 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Ge XN, Ha SG, Greenberg YG, Rao A, Bastan I, Blidner AG, et al. Regulation of eosinophilia and allergic airway inflammation by the glycan-binding protein galectin-1. Proc Natl Acad Sci USA. (2016) 113:E4837–46. 10.1073/pnas.1601958113 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Davicino RC, Mendez-Huergo SP, Elicabe RJ, Stupirski JC, Autenrieth I, Di Genaro MS, et al. Galectin-1-driven tolerogenic programs aggravate yersinia enterocolitica infection by repressing antibacterial immunity. J Immunol. (2017) 199:1382–92. 10.4049/jimmunol.1700579 [DOI] [PubMed] [Google Scholar]
- 24.Lujan AL, Croci DO, Gambarte Tudela JA, Losinno AD, Cagnoni AJ, Marino KV, et al. Glycosylation-dependent galectin-receptor interactions promote Chlamydia trachomatis infection. Proc Natl Acad Sci USA. (2018) 115:E6000–9. 10.1073/pnas.1802188115 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Yang RY, Rabinovich GA, Liu F-T. Galectins: structure, function and therapeutic potential. Expert Rev Mol Med. (2008) 10:e17. 10.1017/S1462399408000719 [DOI] [PubMed] [Google Scholar]
- 26.Karlsson A, Christenson K, Matlak M, Björstad A, Brown KL, Telemo E, et al. Galectin-3 functions as an opsonin and enhances the macrophage clearance of apoptotic neutrophils. Glycobiology (2009) 19:16–20. 10.1093/glycob/cwn104 [DOI] [PubMed] [Google Scholar]
- 27.Sciacchitano S, Lavra L, Morgante A, Ulivieri A, Magi F, De Francesco GP, et al. Galectin-3: one molecule for an alphabet of diseases, from A to Z. Int J Mol Sci. (2018) 19:379. 10.3390/ijms19020379 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Kim K, Bang SY, Lee HS, Bae SC. Update on the genetic architecture of rheumatoid arthritis. Nat Rev Rheumatol. (2017) 13:13–24. 10.1038/nrrheum.2016.176 [DOI] [PubMed] [Google Scholar]
- 29.Hu CY, Chang SK, Wu CS, Tsai WI, Hsu PN. Galectin-3 gene (LGALS3) +292C allele is a genetic predisposition factor for rheumatoid arthritis in Taiwan. Clin Rheumatol. (2011) 30:1227–33. 10.1007/s10067-011-1741-2 [DOI] [PubMed] [Google Scholar]
- 30.Pál Z, Antal P, Srivastava SK, Hullám G, Semsei AF, Gál J, et al. Non-synonymous single nucleotide polymorphisms in genes for immunoregulatory galectins: association of galectin-8 (F19Y) occurrence with autoimmune diseases in a Caucasian population. Biochim Biophys Acta (2012) 1820:1512–8. 10.1016/j.bbagen.2012.05.015 [DOI] [PubMed] [Google Scholar]
- 31.Panoulas VF, Douglas KMJ, Smith JP, Metsios GS, Elisaf MS, Nightingale P, et al. Galectin-2 (LGALS2) 3279C/T polymorphism may be independently associated with diastolic blood pressure in patients with rheumatoid arthritis. Clin Exp Hypertens (2009) 31:93–104. 10.1080/10641960802621267 [DOI] [PubMed] [Google Scholar]
- 32.McInnes IB, Schett G. The pathogenesis of rheumatoid arthritis. N Engl J Med. (2011) 365:2205–19. 10.1056/NEJMra1004965 [DOI] [PubMed] [Google Scholar]
- 33.Ohshima S, Kuchen S, Seemayer CA, Kyburz D, Hirt A, Klinzing S, et al. Galectin 3 and its binding protein in rheumatoid arthritis. Arthritis Rheum. (2003) 48:2788–95. 10.1002/art.11287 [DOI] [PubMed] [Google Scholar]
- 34.Neidhart M, Zaucke F, von Knoch R, Jüngel A, Michel BA, Gay RE, et al. Galectin-3 is induced in rheumatoid arthritis synovial fibroblasts after adhesion to cartilage oligomeric matrix protein. Ann Rheum Dis. (2005) 64:419–24. 10.1136/ard.2004.023135 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Filer A, Bik M, Parsonage GN, Fitton J, Trebilcock E, Howlett K, et al. Galectin 3 induces a distinctive pattern of cytokine and chemokine production in rheumatoid synovial fibroblasts via selective signaling pathways. Arthritis Rheum. (2009) 60:1604–14. 10.1002/art.24574 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Arad U, Madar-Balakirski N, Angel-Korman A, Amir S, Tzadok S, Segal O, et al. Galectin-3 is a sensor-regulator of toll-like receptor pathways in synovial fibroblasts. Cytokine (2015) 73:30–5. 10.1016/j.cyto.2015.01.016 [DOI] [PubMed] [Google Scholar]
- 37.Arend WP, Firestein GS. Pre-rheumatoid arthritis: predisposition and transition to clinical synovitis. Nat Rev Rheumatol. (2012) 8:573–86. 10.1038/nrrheum.2012.134 [DOI] [PubMed] [Google Scholar]
- 38.Issa SF, Duer A, Østergaard M, Hørslev-Petersen K, Hetland ML, Hansen MS, et al. Increased galectin-3 may serve as a serologic signature of pre-rheumatoid arthritis while markers of synovitis and cartilage do not differ between early undifferentiated arthritis subsets. Arthritis Res Ther. (2017) 19:80 10.1186/s13075-017-1282-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Issa SF, Christensen AF, Lindegaard HM, Hetland ML, Hørslev-Petersen K, Stengaard-Pedersen K, et al. Galectin-3 is persistently increased in early rheumatoid arthritis (RA) and associates with anti-CCP seropositivity and MRI bone lesions, while early fibrosis markers correlate with disease activity. Scand J Immunol. (2017) 86:471–8. 10.1111/sji.12619 [DOI] [PubMed] [Google Scholar]
- 40.Xibillé-Friedmann D, Bustos Rivera-Bahena C, Rojas-Serrano J, Burgos-Vargas R, Montiel-Hernández JL. A decrease in galectin-1 (Gal-1) levels correlates with an increase in anti-Gal-1 antibodies at the synovial level in patients with rheumatoid arthritis. Scand J Rheumatol. (2013) 42:102–7. 10.3109/03009742.2012.725769 [DOI] [PubMed] [Google Scholar]
- 41.Romero MD, Muiño JC, Bianco GA, Ferrero M, Juarez CP, Luna JD, et al. Circulating anti-galectin-1 antibodies are associated with the severity of ocular disease in autoimmune and infectious uveitis. Invest Ophthalmol Vis Sci. (2006) 47:1550–6. 10.1167/iovs.05-1234 [DOI] [PubMed] [Google Scholar]
- 42.Sarter K, Janko C, André S, Muñoz LE, Schorn C, Winkler S, et al. Autoantibodies against galectins are associated with antiphospholipid syndrome in patients with systemic lupus erythematosus. Glycobiology (2013) 23:12–22. 10.1093/glycob/cws120 [DOI] [PubMed] [Google Scholar]
- 43.Massardo L, Metz C, Pardo E, Mezzano V, Babul M, Jarpa E, et al. Autoantibodies against galectin-8: their specificity, association with lymphopenia in systemic lupus erythematosus and detection in rheumatoid arthritis and acute inflammation. Lupus (2009) 18:539–46. 10.1177/0961203308099973 [DOI] [PubMed] [Google Scholar]
- 44.Forsman H, Islander U, Andréasson E, Andersson A, Onnheim K, Karlström A, et al. Galectin 3 aggravates joint inflammation and destruction in antigen-induced arthritis. Arthritis Rheum. (2011) 63:445–54. 10.1002/art.30118 [DOI] [PubMed] [Google Scholar]
- 45.Iqbal AJ, Cooper D, Vugler A, Gittens BR, Moore A, Perretti M. Endogenous galectin-1 exerts tonic inhibition on experimental arthritis. J Immunol. (2013) 191:171–7. 10.4049/jimmunol.1203291 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Rabinovich GA, Daly G, Dreja H, Tailor H, Riera CM, Hirabayashi J, et al. Recombinant galectin-1 and its genetic delivery suppress collagen-induced arthritis via T cell apoptosis. J Exp Med. (1999) 190:385–98. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Wang CR, Shiau AL, Chen SY, Cheng ZS, Li YT, Lee CH, et al. Intra-articular lentivirus-mediated delivery of galectin-3 shRNA and galectin-1 gene ameliorates collagen-induced arthritis. Gene Ther. (2010) 17:1225–33. 10.1038/gt.2010.78 [DOI] [PubMed] [Google Scholar]
- 48.Harjacek M, Diaz-Cano S, De Miguel M, Wolfe H, Maldonado CA, Rabinovich GA. Expression of galectins-1 and−3 correlates with defective mononuclear cell apoptosis in patients with juvenile idiopathic arthritis. J Rheumatol. (2001) 28:1914–22. [PubMed] [Google Scholar]
- 49.Ezzat MHM, El-Gammasy TMA, Shaheen KYA, Osman AOY. Elevated production of galectin-3 is correlated with juvenile idiopathic arthritis disease activity, severity, and progression. Int J Rheum Dis. (2011) 14:345–52. 10.1111/j.1756-185X.2011.01632.x [DOI] [PubMed] [Google Scholar]
- 50.Eshkar Sebban L, Ronen D, Levartovsky D, Elkayam O, Caspi D, Aamar S, et al. The involvement of CD44 and its novel ligand galectin-8 in apoptotic regulation of autoimmune inflammation. J Immunol. (2007) 179:1225–35. 10.4049/jimmunol.179.2.1225 [DOI] [PubMed] [Google Scholar]
- 51.Seki M, Sakata K, Oomizu S, Arikawa T, Sakata A, Ueno M, et al. Beneficial effect of galectin 9 on rheumatoid arthritis by induction of apoptosis of synovial fibroblasts. Arthritis Rheum. (2007) 56:3968–76. 10.1002/art.23076 [DOI] [PubMed] [Google Scholar]
- 52.Seki M, Oomizu S, Sakata KM, Sakata A, Arikawa T, Watanabe K, et al. Galectin-9 suppresses the generation of Th17, promotes the induction of regulatory T cells, and regulates experimental autoimmune arthritis. Clin Immunol. (2008) 127:78–88. 10.1016/j.clim.2008.01.006 [DOI] [PubMed] [Google Scholar]
- 53.Lee J, Park EJ, Noh JW, Hwang JW, Bae EK, Ahn JK, et al. Underexpression of TIM-3 and blunted galectin-9-induced apoptosis of CD4+ T cells in rheumatoid arthritis. Inflammation (2012) 35:633–7. 10.1007/s10753-011-9355-z [DOI] [PubMed] [Google Scholar]
- 54.Arikawa T, Watanabe K, Seki M, Matsukawa A, Oomizu S, Sakata K, et al. Galectin-9 ameliorates immune complex-induced arthritis by regulating Fc gamma R expression on macrophages. Clin Immunol. (2009) 133:382–92. 10.1016/j.clim.2009.09.004 [DOI] [PubMed] [Google Scholar]
- 55.O'Brien MJ, Shu Q, Stinson WA, Tsou PS, Ruth JH, Isozaki T, et al. A unique role for galectin-9 in angiogenesis and inflammatory arthritis. Arthritis Res Ther. (2018) 20:31. 10.1186/s13075-018-1519-x [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Croci DO, Salatino M, Rubinstein N, Cerliani JP, Cavallin LE, Leung HJ, et al. Disrupting galectin-1 interactions with N-glycans suppresses hypoxia-driven angiogenesis and tumorigenesis in Kaposi's sarcoma. J Exp Med. (2012) 209:1985–2000. 10.1084/jem.20111665 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Ouyang J, Plütschow A, Pogge von Strandmann E, Reiners KS, Ponader S, Rabinovich GA, et al. Galectin-1 serum levels reflect tumor burden and adverse clinical features in classical Hodgkin lymphoma. Blood (2013) 121:3431–3. 10.1182/blood-2012-12-474569 [DOI] [PubMed] [Google Scholar]
- 58.Tan R, Liu X, Wang J, Lu P, Han Z, Tao J, et al. Alternations of galectin levels after renal transplantation. Clin Biochem. (2014) 47:83–8. 10.1016/j.clinbiochem.2014.06.019 [DOI] [PubMed] [Google Scholar]
- 59.Kajitani K, Yanagimoto K, Nakabeppu Y. Serum galectin-3, but not galectin-1, levels are elevated in schizophrenia: implications for the role of inflammation. Psychopharmacology (2017) 234:2919–27. 10.1007/s00213-017-4683-9 [DOI] [PubMed] [Google Scholar]
- 60.He XW, Li WL, Li C, Liu P, Shen YG, Zhu M, et al. Serum levels of galectin-1, galectin-3, and galectin-9 are associated with large artery atherosclerotic stroke. Sci Rep. (2017) 7:40994. 10.1038/srep40994 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Andersen MN, Ludvigsen M, Abildgaard N, Petruskevicius I, Hjortebjerg R, Bjerre M, et al. Serum galectin-1 in patients with multiple myeloma: associations with survival, angiogenesis, and biomarkers of macrophage activation. Onco Targets Ther. (2017) 10:1977–82. 10.2147/OTT.S124321 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Saussez S, Glinoer D, Chantrain G, Pattou F, Carnaille B, André S, et al. Serum galectin-1 and galectin-3 levels in benign and malignant nodular thyroid disease. Thyroid (2008) 18:705–12. 10.1089/thy.2007.0361 [DOI] [PubMed] [Google Scholar]
- 63.Fuertes MB, Molinero LL, Toscano MA, Ilarregui JM, Rubinstein N, Fainboim L, et al. Regulated expression of galectin-1 during T-cell activation involves Lck and Fyn kinases and signaling through MEK1/ERK, p38 MAP kinase and p70S6 kinase. Mol Cell Biochem. (2004) 267:177–85. 10.1023/B:MCBI.0000049376.50242.7f [DOI] [PubMed] [Google Scholar]
- 64.Bally APR, Austin JW, Boss JM. Genetic and Epigenetic Regulation of PD-1 Expression. J Immunol. (2016) 196:2431–7. 10.4049/jimmunol.1502643 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Toscano MA, Campagna L, Molinero LL, Cerliani JP, Croci DO, Ilarregui JM, et al. Nuclear factor (NF)-κB controls expression of the immunoregulatory glycan-binding protein galectin-1. Mol Immunol. (2011) 48:1940–9. 10.1016/j.molimm.2011.05.021 [DOI] [PubMed] [Google Scholar]
- 66.Garbers C, Heink S, Korn T, Rose-John S. Interleukin-6: designing specific therapeutics for a complex cytokine. Nat Rev Drug Discov. (2018) 17:395–412. 10.1038/nrd.2018.45 [DOI] [PubMed] [Google Scholar]
- 67.Rutkowski MR, Stephen TL, Svoronos N, Allegrezza MJ, Tesone AJ, Perales-Puchalt A, et al. Microbially driven TLR5-dependent signaling governs distal malignant progression through tumor-promoting inflammation. Cancer Cell (2015) 27:27–40. 10.1016/j.ccell.2014.11.009 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68.Zhang H, Wang S, Huang Y, Wang H, Zhao J, Gaskin F, et al. Myeloid-derived suppressor cells are proinflammatory and regulate collagen-induced arthritis through manipulating Th17 cell differentiation. Clin Immunol. (2015) 157:175–86. 10.1016/j.clim.2015.02.001 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 69.Guo C, Hu F, Yi H, Feng Z, Li C, Shi L, et al. Myeloid-derived suppressor cells have a proinflammatory role in the pathogenesis of autoimmune arthritis. Ann Rheum Dis. (2016) 75:278–85. 10.1136/annrheumdis-2014-205508 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 70.Toegel S, Weinmann D, Andre S, Walzer SM, Bilban M, Schmidt S, et al. Galectin-1 couples glycobiology to inflammation in osteoarthritis through the activation of an NF-kappaB-regulated gene network. J Immunol. (2016) 196:1910–21. 10.4049/jimmunol.1501165 [DOI] [PubMed] [Google Scholar]
- 71.Stillman BN, Hsu DK, Pang M, Brewer CF, Johnson P, Liu F-T, et al. Galectin-3 and galectin-1 bind distinct cell surface glycoprotein receptors to induce T cell death. J Immunol. (2006) 176:778–89. 10.4049/jimmunol.176.2.778 [DOI] [PubMed] [Google Scholar]
- 72.Albrecht S, Unwin L, Muniyappa M, Rudd PM. Glycosylation as a marker for inflammatory arthritis. Cancer Biomark (2014) 14:17–28. 10.3233/CBM-130373 [DOI] [PubMed] [Google Scholar]
- 73.Ohmi Y, Ise W, Harazono A, Takakura D, Fukuyama H, Baba Y, et al. Sialylation converts arthritogenic IgG into inhibitors of collagen-induced arthritis. Nat Commun. (2016) 7:11205. 10.1038/ncomms11205 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 74.Pfeifle R, Rothe T, Ipseiz N, Scherer HU, Culemann S, Harre U, et al. Regulation of autoantibody activity by the IL-23-TH17 axis determines the onset of autoimmune disease. Nat Immunol. (2017) 18:104–13. 10.1038/ni.3579 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 75.Dabelic S, Novak R, Goreta SS, Dumic J. Galectin-3 expression in response to LPS, immunomodulatory drugs and exogenously added galectin-3 in monocyte-like THP-1 cells. In Vitro Cell Dev Biol Anim. (2012) 48:518–27. 10.1007/s11626-012-9540-x [DOI] [PubMed] [Google Scholar]
- 76.Huang C, Liu Y, Wu H, Sun D, Li Y. Characterization of IgG glycosylation in rheumatoid arthritis patients by MALDI-TOF-MSn and capillary electrophoresis. Anal Bioanal Chem. (2017) 409:3731–9. 10.1007/s00216-017-0302-1 [DOI] [PubMed] [Google Scholar]
- 77.Lundström SL, Hensvold AH, Rutishauser D, Klareskog L, Ytterberg AJ, Zubarev RA, et al. IgG Fc galactosylation predicts response to methotrexate in early rheumatoid arthritis. Arthritis Res Ther. (2017) 19:182. 10.1186/s13075-017-1389-7 [DOI] [PMC free article] [PubMed] [Google Scholar]
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