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In vitro response pattern of monocytes after tmTNF reverse signaling predicts response to anti-TNF therapy in rheumatoid arthritis
Journal of Translational Medicine volume 13, Article number: 256 (2015)
Treatment with TNF inhibitors is very efficient in the majority of the patients with rheumatoid arthritis (RA), but it does not achieve a sufficient treatment response in 40–50% of the cases. Goal of the study was to assess functional ex vivo-tests of RA monocytes as prognostic parameters of the subsequent treatment response.
20 anti-TNF naïve RA patients were enrolled in a prospective, open-label trial, and Etanercept therapy was initiated. Prior to treatment, reverse signaling was induced in peripheral blood monocytes by tmTNF crosslinking via TNFR2:Ig construct Etanercept in a standardized ex vivo-assay. Released cytokine and cytokine receptor concentrations were determined as parameters of the monocyte response.
Crosslinking of tmTNF and consecutive reverse signaling led to production of pro- and anti-inflammatory cytokines and of soluble cytokine decoy receptors such as sTNFR1 and sIL-1R2. Several of the measured concentrations were found to correlate with the treatment response according to the EULAR criteria. The correlation was most pronounced in sTNFR1 concentrations (r = −0.657, p = 0.0031), which also predicted a good clinical response with the highest sensitivity and specificity according to EULAR criteria.
Herein we propose that the tmTNF crosslinking-triggered shedding of soluble decoy receptors and production of anti-inflammatory cytokines could contribute to the clinical efficacy of TNF inhibitors, and that in vitro quantification of this secretion by RA monocytes prior to treatment can be used to predict the clinical response. Further development of such standardized tests could be a step towards personalized medicine by providing rheumatologists with a rational choice for first line biological therapy in patients with RA.
The clinical efficacy of specific cytokine inhibitors in rheumatoid arthritis (RA) reveals the pivotal role of predominantly monocytic cytokines like IL-1β, TNF or IL-6 in the pathogenesis of the disease. The relevance of the circulating monocyte pool is highlighted by several pathological subpopulations including CD14bright CD16+ as well as CD14bright CD56+ cells [1, 2]. In addition to those pathological subpopulations, the global monocyte pool in RA is characterized by increased cell surface expression of transmembrane TNF (tmTNF), which is not detectable in healthy controls .
We and others have extensively investigated the cellular signaling pathways initiated by tmTNF ligation with soluble tmTNF ligands like anti-TNF antibodies or TNFR2:Ig construct Etanercept [3–7]. This so-called reverse signaling inhibits the intrinsic NFkappaB activation and IL-1β secretion characteristic for RA monocytes, and induces apoptosis . Contrary to expectations, the rate of apoptosis induced by reverse signaling is not related to the therapeutic efficacy of TNF inhibitors .
In Crohn’s disease, anti-TNF antibodies are also binding to tmTNF positive myelomonocytic cells . Patients with high numbers of tmTNF+ immune cells have higher response rates to anti-TNF treatment due to higher rate of apoptosis , which is in contrast to our findings in patients with RA.
In RA, tmTNF ligation by soluble anti-TNF antibodies induces not only apoptosis, but also shedding of the soluble cytokine decoy receptors IL-1sRI and IL-1sRII. Secretion levels of IL-1sRII in vitro are linked to a good response to anti-TNF blockade . This production is significantly enhanced when tmTNF molecules are not merely ligated by a soluble ligand, but are cross-linked by surface immobilized antibodies . Importantly, in such scenario, induction of apoptosis does not occur.
To investigate the response of RA monocytes to such tmTNF crosslinking by a ligating molecule immobilized on plastic or cell surfaces, a standardized in vitro assay was established. Goal of the study was to investigate tmTNF crosslinking-induced cytokine production as a potential prognostic parameter for the therapeutic response to Etanercept. The results show that the crosslinking-induced concentrations of anti-inflammatory cytokines and soluble decoy receptors can distinguish responders from non-responders prior to initiation of therapy.
Patients and study design
Details of study design, inclusion criteria, and clinical documentation performed have been reported previously . The design of the clinical study has been approved by the ethics committee of the University of Leipzig, and informed consent was obtained from each patient before enrolment into the study. A total of 33 consecutive, anti-TNF naïve patients with RA according to the revised criteria of the American College of Rheumatology (ACR) , who were assessed by their rheumatologists to require treatment with Etanercept based on their clinical status, were screened for the study. 13 of them could not be initiated on anti-TNF treatment due to subsequently discovered various contraindications, newly diagnosed co-morbidities, requirement of surgery or withdrawal of patient’s consent. In 20 patients, Etanercept treatment was started.
At baseline, 80% (16 patients) were treated with conventional DMARDs, given either as monotherapy or in combination, and 20% received glucocorticoids only. All patients were treated with non-steroidal anti-inflammatory drugs (NSAIDs) for symptomatic relief. During the study, two patients withdrew their consents before efficacy could be assessed.
In the final cohort of 18 patients, mean age was 53 years, and the mean disease duration was 4 years: 65% of the patients were RF IgM-seropositive, and 80% had anti-CCP antibodies. None of the patients showed any clinical sign of an infection at baseline visit.
Blood samples for monocyte isolation were taken at baseline, week 4, week 12 and week 24. Each visit included a physical examination, routine laboratory tests and assessment of the patient’s global health in order to determine the current disease activity (Disease Activity Score 28 joints, DAS28). The mean DAS28 of all patients before initiating treatment was 4.69, at week 4 3.51, at week 12 3.17 and after 24 weeks of therapy 2.84.
After 4 weeks of therapy, 80% of the patients reached a response as defined by EULAR  with 31.25% achieving a good clinical response and 68.75% achieving a moderate response. Response rates increased during the study and reached a good response in 56.25% of all responders after 6 months of treatment.
A good response according to EULAR is defined as an improvement in DAS28 >1.2 (present DAS28 ≤3.2), a moderate response as an improvement between 0.6 and 1.2 (present DAS28 ≤5.1) or >1.2 (present DAS28 >3.2). Improvements ≤0.6 or between 0.6 and 1.2 (present DAS28 >5.1) are considered as no response.
Monocyte isolation, cell culture and stimulation
Monocytes from peripheral blood were separated as previously described . 2 × 105 monocytes per 200 µl were incubated in RPMI 1640 supplemented with 5% human AB serum (heat-inactivated). Stimulation of cells was carried out either with 100 µg/ml rituximab (Roche, Basel, Switzerland) as an IgG control or with TNFR2:Ig construct Etanercept (100 µg/ml, Pfizer, New York, NY, USA) for 16 h, either as a soluble or a plate-bound molecule, as indicated for individual experiments.
After separating monocytes, cells were stained with fluorescence-bound antibodies for CD14, TNFR1, TNFR2 and CD54 (R&D Systems, Minneapolis, MN, USA) and analyzed on a FACSCalibur system.
Cytokine levels in cell culture supernatants were measured with cytometric bead arrays (CBA) or enzyme-linked immunosorbent assay (ELISA) technique (BD biosciences, Franklin Lakes, NJ, USA) according to the manufacturer’s protocol.
All analyses were conducted using GraphPad PRISM Version 6 (GraphPad Software Inc., San Diego, CA, USA). Normality test was performed prior to all comparisons. To assess statistical significance, Student’s t test was used on normal distributions. Otherwise, Mann–Whitney rank sum test was performed. A statistical difference was considered when the p value was less than 0.05.
Correlation between two parameters was analyzed with either Pearson’s product–moment correlation (for normally distributed data) or Spearman (for data not normally distributed).
Increased frequencies of TNFR1+ monocytes and decreased monocytic CD54 expression are associated with a good therapeutic response to TNF inhibition
We found a significant correlation between the mean expression of Intercellular Adhesion Molecule 1 (ICAM-1, CD54) and the DAS28 response (ΔDAS28) at week 12, and significantly lower values in EULAR responders (Fig. 1a, b, representative histograms in Fig. 1c). The frequency of monocytes positive for CD54, however, did not differ between responders and non-responders (data not shown). In addition, the mean level of TNFR1 expression on monocytes correlated significantly with the DAS28 response after 12 weeks (r = −0.4907, p = 0.028, Fig. 1d) and after 6 months (r = −0.46, p = 0.041, Fig. 1e, representative histograms in Fig. 1f). No such correlation was observed for TNFR2 expression (data not shown).
Cytokine decoy receptor levels induced by tmTNF crosslinking predict subsequent responses to anti-TNF therapy
In vivo, the effects of the pro-inflammatory monocytic cytokines TNF and IL-1β are counterbalanced by soluble cytokine decoy receptors released from the cell surface by shedding. tmTNF crosslinking with the TNFR2:Ig construct Etanercept was found to induce the release of several cytokine decoy receptors in RA monocytes. The tmTNF crosslinking-induced concentrations of sTNFR1, sIL-1R1 and sIL-1R2 at baseline were all found to correlate with the DAS28 response after 4 weeks of observation (Fig. 2a–c). The strongest correlation with ΔDAS28 was found in sTNFR1 (r = −0.657, p = 0.0031). tmTNF crosslinking-induced shedding of the decoy receptors was significantly higher in patients with a good EULAR response than in those with moderate or no response (Fig. 2d–f). In contrast to the effects of tmTNF crosslinking with the TNFR2:Ig construct Etanercept, crosslinking with therapeutic anti-TNF antibodies did not induce cytokine responses (data not shown).
Secretion of cytokines induced by tmTNF reverse signaling and crosslinking is predictive of the subsequent therapeutic response
Transmembrane TNF crosslinking in vitro for 16 h triggered the production of several cytokines, while incubation with a plate-bound irrelevant control antibody induced only significantly lower concentration (Fig. 3a). The tmTNF crosslinking-induced secretion of TNF was significantly higher in patients who achieved a good EULAR response after 4 weeks of treatment (Fig. 3b).
Secretion levels of IL-8, when triggered only by incubation with soluble tmTNF ligand, were also found to correlate with the ΔDAS28 response observed after 4 weeks of therapy (r = −0.6155, p = 0.0039, Fig. 3c). Moreover, monocytes from patients achieving good or moderate responses according to the EULAR criteria responded with significantly higher IL-8 secretion upon crosslinking-independent reverse signaling at baseline than monocytes from non-responders (Fig. 3d).
Longitudinal analysis of tmTNF crosslinking induced cytokine secretion revealed a significant reduction in the concentrations of TNF (p < 0.0001) and IL-8 (p = 0.0311) in the supernatant, but no difference in any of the other cytokines or soluble receptors analyzed (data not shown).
Secretion of IL-10 induced by tmTNF crosslinking in RA monocytes predicts the subsequent therapeutic response
Concentrations of the anti-inflammatory cytokine IL-10 induced by tmTNF crosslinking were also found to correlate with the DAS28 response after 4 weeks (r = −0.4803, p = 0.0436, Fig. 4a) and to be higher in patients with a good EULAR response after 4 weeks of treatment (Fig. 4b).
In order to investigate a possible link between IL-10 and disease activity in vivo, we determined serum concentrations of the cytokine at baseline and found them to be significantly related to disease activity at baseline (Fig. 4c) and week 12 (Fig. 4d). This correlation was lost later on in the longitudinal analysis during the 6 months of follow-up under anti-TNF therapy. Interestingly, we also found that patients under anti-TNF treatment show a continuous increase of serum concentration of IL-10 (Fig. 4e), which might contribute to clinical efficacy of the treatment.
Receiver operating characteristic (ROC) analysis of tmTNF crosslinking-induced parameters
Receiver operating characteristic curve analysis was performed in order to assess the accuracy of tmTNF crosslinking-induced cytokines and cytokine decoy receptors as biomarkers for predicting the subsequent TNF inhibitor response. The tmTNF crosslinking-induced concentrations of IL-10, sIL1R1 and TNFR1 were all found to predict with significance the response to anti-TNF therapy. The area under the curve (AUC) was 0.9107 (95% confidence interval 0.738–1.084, p = 0.015) for IL-10, 0.9286 (95% confidence interval 0.8404–1.053, p = 0.0108) for sIL1R1 and 1.000 (95% CI 1.000–1.000; p = 0.0029) for sTNFR1. Accordingly, sTNFR1 was the biomarker with the best predictive value. The analysis identified a cut-off point of 484 pg/ml as an optimum for sTNFR1 to differentiate between patients with high and low tmTNF crosslinking-induced sTNFR1 secretion, with a sensitivity as well as specificity of 100% for the prediction of response to anti-TNF therapy. All determined cut-off values and the resulting sensitivity and specificity for the three crosslinking-induced parameters are given in detail in Fig. 5.
Circulating RA monocytes are known to be a heterogeneous cell population containing pathological subpopulations prone to exaggerated inflammatory responses. We report here an association of increased expression of ICAM-1 on monocytes with a less favorable response to TNF inhibition, which would imply them in the perpetuation of the autoimmune disease. The potential pathogenetic role of those cells might be the result of an increased migratory potential, therefore, which facilitates entry into the rheumatoid synovium.
In contrast, increased frequencies of TNFR1 expressing monocytes were found to be associated with a more pronounced decrease in disease activity and a better therapeutic response. One possible explanation could be, that increased surface expression of TNFR1 on monocytes is accompanied by higher concentrations of sTNFR1, which are available as decoy receptor in vivo, and which are released due to shedding of the receptor. Alternatively, increased surface expression of TNFR1 could lead to higher rates of apoptosis among pro-inflammatory monocytes due to TNFR1-TRADD signaling , but further studies—including the investigation of the influence of expression and activity of TACE in this scenario—are necessary to substantiate this.
TNFR1 plays a pivotal role in pro-inflammatory cytokine and chemokine secretion in RA . The soluble decoy receptor sTNFR1 has been suggested to act as a TNF activity attenuator due to competition with the remaining cell-bound receptors resulting in a neutralization of TNF . Indeed, knock-in mice with a non-sheddable TNFR1 mutant show an accelerated and more severe TNF-dependent chronic inflammatory arthritis . Accordingly, our observation of a better therapeutic outcome in patients with monocytes releasing high levels of sTNFR1 in response to tmTNF crosslinking can also be interpreted as evidence of a possible anti-inflammatory effect of the decoy receptor, provided that sTNFR1 is released in comparable concentrations in the rheumatoid synovium in vivo.
Similarly, the induction of high levels of the anti-inflammatory cytokine IL-10 can also contribute to the therapeutic response if present in vivo. IL-10 production elicited by tmTNF reverse signaling has been reported previously  and interpreted as a potent anti-inflammatory response. In line with this hypothesis, we found increasing concentrations of IL-10 in sera of the patients under anti-TNF treatment, although this trend did not reach statistical significance. The significant association of IL-10 serum concentrations determined at baseline with the disease activity indicates, that up-regulation of this IL-10 secretion might indeed serve as an anti-inflammatory attenuator in the chronic autoimmune disease.
Concentrations of IL-8 have been reported to be elevated in sera and synovial fluid from RA patients , and TNF blockade is able to decrease those levels . Moreover, experimental injection of IL-8 in joints of rodents leads to synovial tissue damage due to neutrophil infiltration, mimicking RA . Therefore, the increased production of IL-8 in monocytes from anti-TNF treatment responders cannot readily be explained, and needs to be further investigated.
IL-1 is another monocytic cytokine involved in the inflammatory response in RA, and both soluble IL-1 receptors, sIL-1R1  and sIL-1R2 , have been shown to act as decoy receptors. In a previous study , we found a negative correlation with the DAS response for concentrations of sIL-1R2 induced by reverse signaling without crosslinking, indicating that this pathway most likely does not contribute to therapeutic efficacy. In the data presented, the concentration of sIL-1R1 and sIL1-R2 elicited by tmTNF crosslinking-induced stimulation of monocytes was found to correlate significantly with the decrease of disease activity after 4 weeks of therapy. Again, this could indicate an inhibitory effect of the soluble decoy receptor, which could also occur in vivo following administration of TNF inhibiting agents.
The most important result of the study is that production of the soluble decoy receptors for both TNF and IL-1 appears to be up-regulated simultaneously in patients with a good response to TNF inhibitors. Accordingly, those inhibitors of the inflammatory response could be part of a counter-regulatory mechanism that is activated in RA patients and that can be amplified by tmTNF crosslinking.
We propose, therefore, that tmTNF crosslinking due to anti-TNF therapy activates the same anti-inflammatory program, and that the responsiveness of this mechanism in vitro is a prognostic indicator of the efficacy of anti-TNF treatment in vivo.
In conclusion, we have demonstrated, that functional in vitro responses elicited in peripheral blood monocytes from RA patients by tmTNF crosslinking can be used to predict the therapeutic efficacy of anti-TNF treatment in RA. Monocytic production of cytokines and cytokine decoy receptors in particular was able to predict the response according to the EULAR criteria with a clinically meaningful sensitivity and specificity. The standardized ex vivo-analysis in patients prior to initiation of therapy could therefore be used as a diagnostic tool and provide clinically important prognostic information that can prevent primary treatment failures.
area under the curve
cyclic citrullinated peptide
Disease Activity Score 28 joints
European League Against Rheumatism
soluble Interleukin 1 receptor
receiver operating characteristic
transmembrane tumor necrosis factor
tumor necrosis factor
tumor necrosis factor receptor 1
tumor necrosis factor receptor 2
tumor necrosis factor receptor 2:immunoglobulin fusion protein (Etanercept)
Visual Analog Scale
Rossol M, Kraus S, Pierer M, Baerwald C, Wagner U (2012) The CD14(bright) CD16+ monocyte subset is expanded in rheumatoid arthritis and promotes expansion of the Th17 cell population. Arthritis Rheum 64(3):671–677
Krasselt M, Baerwald C, Wagner U, Rossol M (2013) CD56+ monocytes have a dysregulated cytokine response to lipopolysaccharide and accumulate in rheumatoid arthritis and immunosenescence. Arthritis Res Ther 15(5):R139
Meusch U, Rossol M, Baerwald C, Hauschildt S, Wagner U (2009) Outside-to-inside signaling through transmembrane tumor necrosis factor reverses pathologic interleukin-1beta production and deficient apoptosis of rheumatoid arthritis monocytes. Arthritis Rheum 60(9):2612–2621
Kirchner S, Boldt S, Kolch W, Haffner S, Kazak S, Janosch P et al (2004) LPS resistance in monocytic cells caused by reverse signaling through transmembrane TNF (mTNF) is mediated by the MAPK/ERK pathway. J Leukoc Biol 75(2):324–331
Eissner G, Kirchner S, Lindner H, Kolch W, Janosch P, Grell M et al (2000) Reverse signaling through transmembrane TNF confers resistance to lipopolysaccharide in human monocytes and macrophages. J Immunol 164(12):6193–6198
Watts AD, Hunt NH, Wanigasekara Y, Bloomfield G, Wallach D, Roufogalis BD et al (1999) A casein kinase I motif present in the cytoplasmic domain of members of the tumour necrosis factor ligand family is implicated in ‘reverse signalling’. EMBO J 18(8):2119–2126
Rossol M, Meusch U, Pierer M, Kaltenhauser S, Hantzschel H, Hauschildt S et al (2007) Interaction between transmembrane TNF and TNFR1/2 mediates the activation of monocytes by contact with T cells. J Immunol 179(6):4239–4248
Meusch U, Klingner M, Baerwald C, Rossol M, Wagner U (2013) Deficient spontaneous in vitro apoptosis and increased tmTNF reverse signaling-induced apoptosis of monocytes predict suboptimal therapeutic response of rheumatoid arthritis to TNF inhibition. Arthritis Res Ther. 15(6):R219
Derer S, Till A, Haesler R, Sina C, Grabe N, Jung S et al (2013) mTNF reverse signalling induced by TNFα antagonists involves a GDF-1 dependent pathway: implications for Crohn’s disease. Gut 62(3):376–386
Atreya R, Neumann H, Neufert C, Waldner MJ, Billmeier U, Zopf Y et al (2014) In vivo imaging using fluorescent antibodies to tumor necrosis factor predicts therapeutic response in Crohn’s disease. Nat Med 20(3):313–318
Aletaha D, Neogi T, Silman AJ, Funovits J, Felson DT, Bingham CO et al (2010) 2010 Rheumatoid arthritis classification criteria: an American College of Rheumatology/European League Against Rheumatism collaborative initiative. Arthritis Rheum 62(9):2569–2581
van Gestel AM, Prevoo ML, van ’t Hof MA, van Rijswijk MH, van de Putte LB, van Riel PL (1996) Development and validation of the European League Against Rheumatism response criteria for rheumatoid arthritis. Comparison with the preliminary American College of Rheumatology and the World Health Organization/International League Against Rheumatism Criteria. Arthritis Rheum 39(1):34–40
Pobezinskaya YL, Liu Z (2012) The role of TRADD in death receptor signaling. Cell Cycle 11(5):871–876
Schmidt EM, Davies M, Mistry P, Green P, Giddins G, Feldmann M et al (2013) Selective blockade of tumor necrosis factor receptor I inhibits proinflammatory cytokine and chemokine production in human rheumatoid arthritis synovial membrane cell cultures. Arthritis Rheum 65(9):2262–2273
Robertshaw HJ, Brennan FM (2005) Release of tumour necrosis factor alpha (TNFalpha) by TNFalpha cleaving enzyme (TACE) in response to septic stimuli in vitro. Br J Anaesth 94(2):222–228
Xanthoulea S, Pasparakis M, Kousteni S, Brakebusch C, Wallach D, Bauer J et al (2004) Tumor necrosis factor (TNF) receptor shedding controls thresholds of innate immune activation that balance opposing TNF functions in infectious and inflammatory diseases. J Exp Med 200(3):367–376
Mitoma H, Horiuchi T, Hatta N, Tsukamoto H, Harashima S-I, Kikuchi Y et al (2005) Infliximab induces potent anti-inflammatory responses by outside-to-inside signals through transmembrane TNF-alpha. Gastroenterology 128(2):376–392
Vermeij EA, Broeren MGA, Bennink MB, Arntz OJ, Gjertsson I, L E M van Lent P et al (2014) Disease-regulated local IL-10 gene therapy diminishes synovitis and cartilage proteoglycan depletion in experimental arthritis. Ann Rheum Dis
Daien CI, Gailhac S, Mura T, Audo R, Combe B, Hahne M et al (2014) Regulatory B10 cells are decreased in patients with rheumatoid arthritis and are inversely correlated with disease activity. Arthritis Rheumatol 66(8):2037–2046. doi:10.1002/art.38666
Kaneko S, Satoh T, Chiba J, Ju C, Inoue K, Kagawa J (2000) Interleukin-6 and interleukin-8 levels in serum and synovial fluid of patients with osteoarthritis. Cytokines Cell Mol Ther 6(2):71–79
Klimiuk PA, Sierakowski S, Domyslawska I, Chwiecko J (2011) Serum chemokines in patients with rheumatoid arthritis treated with etanercept. Rheumatol Int 31(4):457–461
Endo H, Akahoshi T, Nishimura A, Tonegawa M, Takagishi K, Kashiwazaki S et al (1994) Experimental arthritis induced by continuous infusion of IL-8 into rabbit knee joints. Clin Exp Immunol 96(1):31–35
Burger D, Chicheportiche R, Giri JG, Dayer JM (1995) The inhibitory activity of human interleukin-1 receptor antagonist is enhanced by type II interleukin-1 soluble receptor and hindered by type I interleukin-1 soluble receptor. J Clin Invest 96(1):38–41
Cui X, Rouhani FN, Hawari F, Levine SJ (2003) Shedding of the type II IL-1 decoy receptor requires a multifunctional aminopeptidase, aminopeptidase regulator of TNF receptor type 1 shedding. J Immunol. 171(12):6814–6819
UM, MK and MKr performed the experiments and aquired the data. UM, MKr, MR and MK carried out the statistical analysis. MK, MKr, CB and UW have done clinical evaluation of patients and sample collection. UM, MK, MR and UW participated in the experimental and study design. MKr, UM, MK and UW have written this article. All authors read and approved the final manuscript.
This work was supported by the Deutsche Forschungsgemeinschaft DFG (RO 4037/1-1).
This study was funded by grant RO 4037/1-1 of the Deutsche Forschungsgemeinschaft (DFG).
Compliance with ethical guidelines
Competing interests The authors declare that they have no competing interests.
Ethics approval Ethics approval was received from the Ethics Committee of the University of Leipzig.
Undine Meusch and Marco Krasselt contributed equally to this work
Maria Klingner and Ulf Wagner contributed equally to this work
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Cite this article
Meusch, U., Krasselt, M., Rossol, M. et al. In vitro response pattern of monocytes after tmTNF reverse signaling predicts response to anti-TNF therapy in rheumatoid arthritis. J Transl Med 13, 256 (2015) doi:10.1186/s12967-015-0620-z
- Rheumatoid arthritis
- TNF inhibition
- tmTNF reverse signaling
- Therapy response