Abstract
Background
Allergic rhinitis (AR) is a common allergic disease, and SLIT has shown effectiveness as a treatment method. This study focuses on the evaluation of serum TAM receptor tyrosine kinases (TYRO3, AXL, and MER) levels as potential indicators of disease severity and predictive markers for sublingual immunotherapy (SLIT) responsiveness in AR patients.
Methods
A total of 160 AR subjects, including 40 mild AR (MAR) and 120 moderate-severe AR (MSAR) patients, and 40 healthy controls (HC) were recruited. Serum concentrations of TYRO3, AXL, and MER were measured and their relationships with disease severity were examined. In the MSAR group, 102 patients underwent SLIT, and the early efficacy was evaluated. The correlations between the baseline serum concentrations of TYRO3, AXL, and MER and the early responsiveness of SLIT were analyzed.
Results
Serum concentrations of TYRO3, AXL, and MER were significantly reduced in AR patients, particularly in those MSAR subjects. Correlation analysis results indicated that serum TYRO3 and MER levels were negatively correlated with the visual analog scale (VAS) and the total nasal symptom score (TNSS). After one year of follow-up, 80 AR patients completed the treatment and were divided into effective and ineffective groups. Serum baseline levels of TYRO3 and MER were found to be lower in the effective group compared to the ineffective group. Additionally, there was a significant increase in serum TYRO3 and MER levels compared to baseline levels. Receiver operating characteristic (ROC) analysis revealed that circulating TYRO3 and MER had potential values for reflecting AR severity and predicting early SLIT responsiveness.
Conclusion
Serum TYRO3 and MER concentrations were decreased in AR patients and negatively associated with disease severity. Circulating TYRO3 and MER seem to be promising indicators for monitoring the efficacy of SLIT in AR patients.
Introduction
Allergic rhinitis (AR) is characterized as an inflammatory disorder affecting the upper respiratory tract mediated by immunoglobulin E (IgE) upon exposure to allergens.Citation1 The main pathological feature of AR is T helper 2 (Th2)-type inflammation with eosinophil infiltration, which was primarily mediated by dendritic cells (DC) and macrophages.Citation2,Citation3 Previous research has demonstrated that AR exhibits a high degree of clinical heterogeneity, with varying levels of disease severity observed among affected individuals, which poses significant challenges for clinical diagnosis, assessment, and treatment.Citation4,Citation5 Despite previous publications finding that several indicators or biomarkers correlated with disease severity, their sensitivities and specificities were limited. Therefore, it is important to explore clinically meaningful biomarkers to monitor the severity of AR, which may contribute to standardizing diagnosis and evaluation and achieving personalized treatment. Furthermore, AR is a prevalent allergic condition that affects approximately one-fifth of the population, causing significant negative impacts on patients’ quality of life and a substantial socioeconomic burden.Citation6 Allergen-specific immunotherapy (AIT) is a unique treatment approach that targets the underlying cause of the disease, effectively modulating its natural progression and providing long-lasting clinical benefits. These benefits can persist for several years, even after the completion of treatment.Citation7,Citation8 AIT encompasses subcutaneous immunotherapy (SCIT) and sublingual immunotherapy (SLIT), with many patients with AR opting for SLIT due to its proven efficacy and simplicity.Citation9,Citation10 However, the effectiveness of SLIT varies among individuals, ranging from 45.0% to 75.0%, and there is a lack of consistent definitions for assessing its efficacy.Citation11 Consequently, there is a pressing need to identify objective indicators or methods that can predict the early response to SLIT, which would be of great clinical significance.
The TAM receptor tyrosine kinases, namely TYRO3, AXL, and MER, are a primary family of receptors that provide a pleiotropic anti-inflammatory response, along with their corresponding glycoprotein ligands, growth arrest-specific 6 (Gas6) and protein S (Pros1), play crucial roles in maintaining tissue homeostasis and regulating inflammatory processes.Citation12 A prior study has shown that TAM receptor tyrosine kinases are expressed in various cell types, including macrophages, dendritic cells, T cells, endothelial cells, and epithelial cells. Their broad expression implies their participation in the initiation and advancement of numerous inflammatory diseases.Citation13 Ekman et alCitation14 reported that the circulating levels of Axl and Gas6 were increased in systemic lupus erythematosus patients and varied with disease activity, suggesting that AXL and Gas6 might serve as objective biomarkers for reflecting disease activity.Citation14 Additionally, previous studies have suggested that decreased expression of TAM receptor tyrosine kinases may contribute to persistent airway inflammation, which has been strongly linked to the development of chronic lung disease in the future.Citation15,Citation16 However, the specific function of TAM receptor tyrosine kinases in AR is not clearly understood. Therefore, the current study aims to evaluate the potential of serum TAM receptor tyrosine kinases as a novel biomarker for assessing disease severity and predicting the clinical outcome of SLIT in AR patients.
Materials and Methods
Study Design and Participants
This study received approval from the Medical Ethics Committee of the Affiliated Changsha Central Hospital, Hengyang Medical School of the University of South China (protocol:2023005). Before their enrollment, all participants provided informed consent. One hundred and sixty house dust mite (HDM)-induced AR adults, including 40 mild AR (MAR) participants and 120 moderate-severe AR (MSAR) participants treated between October 2021 and March 2022 were included in this study. Forty healthy volunteers, matched for age and sex, were recruited as healthy controls (HC). All participants diagnosed with AR met the criteria outlined in the Allergic Rhinitis and its Impact on Asthma (ARIA) guidelines as previously described.Citation6 The diagnostic criteria for MAR and MSAR were performed based on total nasal symptom score (TNSS) as our previous publication described, TNSS≤4 was defined as MAR, and TNSS >4 was regarded as MSAR.Citation17 The exclusion criteria for this study were performed as our previous study:Citation18 the presence of concomitant immune or inflammatory diseases, severe renal, hepatic, or cardiac dysfunction, age below 18 years, pregnancy or potential pregnancy, and history of immunotherapy or systemic steroid or anti-allergy drug use within 1 month before enrollment. HCs were excluded if they were currently undergoing immunotherapy or receiving systemic steroid or anti-allergy treatment and had severe cardiac or renal dysfunction. Clinical and demographic data, including age, gender, body mass index (BMI), asthma, duration of disease, polysensitization, visual analogue scale (VAS), and total nasal symptom score (TNSS), were collected from all participants.
Serum Collection and TAM Receptor Tyrosine Kinases Measurement
Serum samples were obtained using a 5-milliliter vacuum tube. For AR patients undergoing SLIT, serum samples were collected before the initiation of treatment and one year after undergoing SLIT. The collected blood specimens were allowed to clot at room temperature for 1 h to separate the blood cells. Subsequently, the specimens were centrifuged at 3000 rpm for 15 min at 4°C, and the resulting serum was stored at −80°C for further analysis. The serum levels of TYRO3, AXL, and MER were measured using an enzyme-linked immunosorbent assay (ELISA) kit purchased from R&D Systems (Minneapolis, MN, USA), following the manufacturer’s instructions. The operators responsible for conducting the assay were blinded to the detailed data of the patients.
Immunotherapy and Clinical Efficacy Evaluation
The standardized Der f drops, supplied by Wolwo Pharma Biotechnology Company (Zhejiang, China), were self-administered by the AR patients as previously described.Citation18 The initial administration was supervised by a physician. Any adverse reactions that occurred during the therapy period were documented.Citation19 The medication score was determined using a pre-existing method, and the combined symptom medication score (SMS) was calculated as the sum of the symptom score and medication score.Citation20 The efficacy evaluation was conducted following a previously described method, where the term “effective” was defined as a patient achieving a minimum 30% reduction in SMS compared to their baseline level. Patients who did not meet the criteria were considered “ineffective” in terms of treatment efficacy.Citation17,Citation18
Statistical Analysis
Variables with normal distribution were shown as mean and standard deviation (SD), while non-normally distributed variables were reported as median and interquartile range. One-way analysis of variance (ANOVA) or the Mann–Whitney U-test was used to compare among three groups, followed by the student-Newman-Keuls method for subsequent pairwise comparisons. Student’s t-test or Kruskal–Wallis H-test was used for comparison between the two groups. Multivariate logistic regression analysis was performed to explore independent factors associated with the early effectiveness of SLIT. Receiver operating characteristic (ROC) curves were generated. A P-value < 0.05 was regarded as statistically significant. The statistical analyses were conducted on SPSS and GraphPad Prism.
Results
Characteristics of All Subjects
The clinical and demographic characteristics of all participants in this study are displayed in . The number of patients with asthma, TNSS scores and VAS scores were significantly higher in the MSAR group than in the HC group and MAR (P<0.05). No significant differences were found in gender, age, BMI, duration of disease, and polysensitization among the three groups (P>0.05).
Table 1 Clinical Characteristics of Recruited Individuals Among the Three Groups
Serum TAM Receptor Tyrosine Kinase Levels Were Decreased in AR Patients and Correlated with Disease Severity
The baseline concentrations of serum TAM receptor tyrosine kinases tyrosine kinases (AXL, TYRO3, MER) were lower in the AR group compared to the HC group (P<0.05). Notably, the MSAR group showed significantly lower serum levels of TYRO3 and MER compared to both the HC and MAR groups (P<0.05) (). The correlation analysis presented a negative association between serum levels of TYRO3 and MER with TNSS score and VAS score, while serum AXL levels did not show a significant correlation with TNSS score and VAS score in AR patients (). To further explore the value of TAM receptors tyrosine kinases in predicting disease severity, ROC curves were applied. The results showed that serum TYRO3 and MER levels had more powerfully predictive values in assessing disease severity in AR patients in comparison with serum AXL ().
Figure 1 The baseline serum concentrations of TAM receptor tyrosine kinases in AR patients. In comparison to the HC group, the serum levels of AXL (A), TYRO3 (B), and MER (C) were decreased in the AR group. Similarly, the circulating levels of AXL (D), TYRO3 (E), and MER (F) were considerably reduced in the MAR group as compared to the HC group, with the most significant decline observed in the MSAR subgroup. *P<0.05,**P<0.01,***P<0.001.
Figure 2 Correlation of baseline serum TAM receptor tyrosine kinases levels with disease severity in AR patients. Serum TYRO3 and MER levels showed a negative correlation with TNSS (A-C) and VAS (D-F) scores.
Figure 3 ROC curve analysis of serum AXL (A), TYRO3 (B), and MER (C) as biomarkers to reflect disease severity in AR patients.
Serum TAM Receptors Tyrosine Kinases Levels Correlated with Early Effectiveness of SLIT
After one-year of follow-up, a total of 80 patients completed the treatment and provided follow-up data. Among these patients, 49 were divided into the effective group, while 31 were categorized into the ineffective group. presents the demographic and clinical data for both groups. The baseline levels of serum TYRO3 and MER were significantly lower in the effective group in comparison with the ineffective group (P<0.05), while serum AXL levels were not significantly different (P>0.05) (). Furthermore, the ROC analysis results suggested that serum TYRO3 and MER had the potential to predict the early efficacy of SLIT (). Interestingly, we also found a significant increase in serum TYRO3 and MER levels between baseline and 1-year post-SLIT (P<0.05), but serum AXL levels did not change significantly (P>0.05) (). Moreover, compared to AXL, serum TYRO3, and MER levels were substantially elevated between pre-SLIT and 1 year after SLIT in the effective group (P<0.05) (). However, in the ineffective group, no significant changes were observed in the levels of TAM receptor tyrosine kinases between the pre-and post-SLIT periods (P>0.05) ().
Table 2 Comparisons of Baseline Clinical Characteristics Between the Two Groups
Figure 4 Baseline serum levels of TAM receptor tyrosine kinases in the two groups and predictive values of early efficacy of SLIT. Serum AXL9 (A) levels were no significant difference between the two groups. Serum TYRO3 (B) and (C) MER expression levels were significantly decreased in the effective group than in the ineffective group. ROC demonstrated the ability of serum AXL (D), TYRO3 (E), and MER (F) to predict early efficacy in SLIT. *P<0.05,***P<0.001.
Figure 5 Serum TAM receptor tyrosine kinases concentrations in the effective and ineffective groups 1 year post-SLIT. Serum AXL (A) levels did not change significantly before and after treatment. Circulating TYRO3 (B) and MER (C) levels were increased after 1 year of SLIT than pre-SLIT levels. (D) In the effective group, serum AXL levels did not change significantly in pre-SLIT, but serum TYRO3 and MER (F) concentrations were significantly increased post-SLIT 1 year than pre-SLIT. Serum AXL, TYRO3, and MER levels were not significantly changed between post-SLIT 1 year and pre-SLIT (G–I). *P<0.05,***P<0.001.
Discussion
In the present study, TAM receptor tyrosine kinase levels were found to be decreased in the serum samples of AR patients, particularly in MRAR cases, and were negatively associated with symptom scores. Furthermore, our findings revealed a significant association between the early effectiveness of SLIT and the serum levels of TYRO3 and MER. Specifically, the effective group exhibited significantly lower levels of TYRO3 and MER compared to the ineffective group. Furthermore, we observed that the concentrations of TYRO3 and MER significantly increased 1 year after SLIT. ROC curves showed that TYRO3 and MER had good accuracy in reflecting disease severity and predicting the clinical effectiveness of SLIT in AR patients. Taken together, our findings suggested that the imbalanced levels of circulating TAM receptor tyrosine kinases were closely involved in the pathological mechanism of AR, and circulating TYRO3 and MER might serve as objective biomarkers in reflecting disease severity and monitoring the clinical responsiveness of SLIT in AR patients.
The TAM receptor tyrosine kinases, which include TYRO3, AXL, and MER, are a subclass of phosphatidylinositol 3-kinases (PI3K)-related kinases. Together with their ligands GAS6 and PROS1, they play a crucial role in the regulation of immune and inflammatory responses.Citation13 Recent studies have highlighted the involvement of TAM receptor tyrosine kinases in the development of various diseases through their regulatory role in immune cell development and function.Citation21 Prior evidence highlighted that TAM receptor tyrosine kinases were important negative regulators of the immune system, and their binding to ligands effectively reduces the secretion of downstream inflammatory cytokines by interfering with DC activation and macrophage polarization.Citation22 Chan et alCitation23 reported that TYRO3-deficient mice sensitized to HDM exhibited a stronger type 2 response, characterized by increased leukocytes and eosinophils in both bronchoalveolar lavage fluid and lungs. Previous studies suggested that DC and eosinophils played important roles in the pathogenesis and development of AR.Citation3,Citation24 An increase in the number and activity of DC has been observed in patients with AR, especially in those with moderate-to-severe symptoms, which suggests an overactive immune response.Citation25 In addition, it has been demonstrated that DC can facilitate the differentiation of Th2 cells and stimulate the production of IgE, as well as facilitate the infiltration of eosinophils into nasal mucosal tissue.Citation26 Furthermore, the elevated levels of eosinophils can further aggravate tissue inflammation by releasing various inflammatory mediators and factors that cause tissue damage.Citation27 Furthermore, previous studies have indicated that high levels of TAM receptor tyrosine kinases can hinder the differentiation of M1-type macrophages, which may contribute to disease progression by producing pro-inflammatory mediators.Citation28 Notably, a recent publication demonstrated that the number of M1-type macrophages was elevated in a mouse model of allergic asthma, which subsequently led to the production of multiple inflammatory mediators,Citation29 These mediators have the potential to activate an inflammatory response in the airway mucosa, thereby exacerbating and prolonging the manifestation of symptoms.Citation30,Citation31 Moreover, M1-type macrophages could crosstalk with other immune cells and contribute to the inflammatory response, thereby intensifying the severity of allergic disorders.Citation32,Citation33 In the present study, we revealed that the concentrations of serum TYRO3, AXL, and MER were decreased in AR patients, and serum TYRO3 and MER levels were negatively associated with disease severity. Thus, we hypothesized that the reduction in TAM receptor tyrosine kinase levels in AR patients could weaken their regulatory functions, thereby promoting the activation of DC cells and polarization of M1-type macrophages, the infiltration of eosinophils, and the production of inflammatory mediators, ultimately worsening the allergic symptoms in AR patients. However, the underlying mechanisms are poorly discovered and further investigations are needed to better understand their roles in the pathogenesis of AR.
Mounting evidence suggests that SLIT can significantly alleviate allergic symptoms in AR patients and improve their quality of life.Citation34,Citation35 An increasing amount of real-world data indicates that a significant proportion of patients still do not benefit from SLIT despite receiving standard and long-term treatment.Citation11,Citation36 Hence, there is a particular significance in investigating objective biomarkers that can predict the effectiveness of SLIT. Here, we first observed that serum TYRO3 and MER baseline levels were lower in the effective group than in the ineffective group, and their concentrations progressively increased with the duration of SLIT treatment. Additionally, using ROC curve analysis, we observed that circulating TYRO3 and MER levels were reliable and precise biomarkers for predicting the early efficacy of SLIT. DCs, as primary antigen-presenting cells, have a crucial role in AR by promoting the differentiation of Th2 cells and type 2 responses. The tolerance of DCs is regarded as a vital indicator of the effectiveness of AIT.Citation37,Citation38 TAM receptor tyrosine kinases are expressed in DCs and play important roles in regulating immune responses. They exert their function by inhibiting the activation of DCs.Citation13 In addition, TAM receptor tyrosine kinases were proven to regulate immune responses by promoting macrophage M2 polarization.Citation28,Citation39 Previous studies indicated that M2 macrophages were involved in the tissue immune microenvironment of AR, and the secretions of relevant cytokines by M2 macrophages participated in anti-inflammatory and tissue repair processes.Citation40,Citation41 Importantly, the induction of tolerance of DC and polarization of M2 macrophages are pivotal in the development of immune tolerance and exert significant impacts on the therapeutic effectiveness of AIT.Citation42 TYRO3 and MER, as important anti-inflammatory cytokines, exhibit weaker inhibitory effects on DC activation and weaker promotion of M2 polarization when their concentrations are lower. Activated DCs and M1-polarized macrophages are more prevalent in this scenario.Citation43,Citation44 Conversely, effective SLIT promotes the reshaping of DCs and macrophages in AR patients, facilitating immune tolerance in DCs and M2 polarization in macrophages.Citation45 Therefore, we have reason to believe that lower concentrations of TYRO3 and MER are associated with better efficacy of SLIT. Furthermore, we hypothesized that the upregulation of TYRO3 and MER during SLIT might have dual effects. On one hand, they can induce DC dysfunction, consequently impairing the initiation of the immune response and resulting in a decrease in the number of circulating allergen-specific Th2 cells. On the other hand, TAM receptors may promote the polarization of M2 macrophages, leading to the production of anti-inflammatory cytokines. This, in turn, reduces mucosal inflammation and attenuates the allergic response. Based on our findings, it can be suggested that soluble TYRO3 and MER exhibited the values to serve as reliable biomarkers to predict the efficacy of SLIT in AR patients and monitor therapeutic effects. However, further research is required to gain a better understanding of the underlying mechanisms by which TYRO3 and MER influence the response to SLIT in AR patients.
We acknowledge several limitations. Firstly, the sample size is relatively small, and there is a lack of validation cohort with a large sample size to strengthen the findings. Secondly, TNSS and VAS are subjective scoring methods and may not accurately reflect the disease severity. Additionally, due to the relatively small sample size included, this study concludes a relatively weak correlation between TAM receptor tyrosine kinases and disease severity. Thirdly, all patients were from a single medical center, and only HDM-induced AR patients were recruited, which might limit its generalization. Lastly, the recruited AR patients only followed up for one year, and the predictive values of serum TAM receptor tyrosine kinases for long-term efficacy were not evaluated. We will continue to follow up with these patients and collect serum samples to comparatively assess the values of TAM receptor tyrosine kinases in the long-term efficacy of SLIT. Moreover, further support and expansion of our current findings require additional multicenter studies with larger sample sizes and functional research.
Conclusion
We measured systematically for the first time and indicated that the serum TAM receptor tyrosine kinase concentrations were decreased in the AR patients and negatively correlated with disease severity. Additionally, our study demonstrated that serum TYRO3 and MER levels showed promise in differentiating patients who respond positively to SLIT. These findings indicate that serum TYRO3 and MER have the potential to be valuable and objective biomarkers for assessing the severity of AR and predicting the clinical effectiveness of SLIT.
Data Sharing Statement
Data will be available upon reasonable request.
Ethical Approval
This study was conducted following the recommendations of the Declaration of Helsinki. The Human Ethical Committee of the Affiliated Changsha Central Hospital, Hengyang Medical School of the University of South China approved this study (protocol:2023005).
Disclosure
The authors declare no conflicts of interest in this work.
Additional information
Funding
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