| Literature DB >> 34813682 |
Annabelle M Watts1, Nicholas P West1,2, Peter K Smith3, Ping Zhang2, Allan W Cripps2,4, Amanda J Cox1,2.
Abstract
BACKGROUND: The combination of the antihistamine azelastine (AZE) with the corticosteroid fluticasone propionate (FP) in a single spray, has been reported to be significantly more effective at reducing allergic rhinitis (AR) symptoms than treatment with either corticosteroid or antihistamine monotherapy. However, the biological basis for enhanced symptom relief is not known. This study aimed to compare gene expression profiles (760 immune genes, performed with the NanoString nCounter) from peripheral blood and nasal brushing/lavage lysate samples in response to nasal spray treatment.Entities:
Keywords: allergic rhinitis; gene expression; mucosa; nasal spray
Mesh:
Substances:
Year: 2021 PMID: 34813682 PMCID: PMC8926499 DOI: 10.1002/iid3.571
Source DB: PubMed Journal: Immun Inflamm Dis ISSN: 2050-4527
Figure 1Consort diagram depicting flow and retention of study participants FP, fluticasone propionate “Flixonase®” group; AZE/FP, azelastine/fluticasone propionate “Dymista®” group; and AZE, azelastine “Azep®” group
Baseline demographic and clinical measures for the per‐protocol population
| FP | AZE/FP | AZE |
| |
|---|---|---|---|---|
|
| 14 | 16 | 16 | – |
| Age (years) | 37.63 ± 14.60 | 39.42 ± 10.03 | 37.26 ± 15.08 | .889 |
| Sex F/M (% female) | 10/4 (71%) | 10/6 (63%) | 11/5 (69%) | .864 |
| Height (cm) | 169.11 ± 9.35 | 171.03 ± 10.26 | 171.94 ± 8.63 | .710 |
| Weight (kg) | 76.69 ± 15.72 | 72.16 ± 15.33 | 73.46 ± 13.20 | .694 |
| BMI (kg/m2) | 26.65 ± 3.95 | 24.45 ± 3.37 | 24.78 ± 3.64 | .226 |
| Ethnicity (% Caucasian) | 78.60% | 68.80% | 87.50% | .437 |
| Immune measures (Day‐14) | ||||
| White cell count (×109/L) | 7.18 ± 1.70 | 6.98 ± 2.09 | 5.90 ± 1.50 | .112 |
| Lymphocytes (×109/L) | 2.32 ± 0.80 | 2.26 ± 0.73 | 1.98 ± 0.63 | .366 |
| Eosinophils (×109/L) | 0.53 ± 0.37 | 0.44 ± 0.30 | 0.26 ± 0.16 | .038 |
| Neutrophils (x109/L) | 3.74 ± 1.22 | 3.68 ± 1.33 | 3.18 ± 1.00 | .366 |
| Basophils (×109/L) | 0.06 ± 0.05 | 0.07 ± 0.03 | 0.04 ± 0.03 | .085 |
| ESR (mm/h) | 14.50 ± 13.78 | 7.94 ± 6.17 | 7.94 ± 8.27 | .267 |
| Allergen sensitivity (Day‐14) | ||||
| Co‐allergy to dust mites and pollen (%) | 50% | 62.50% | 62.50% | .731 |
| IgE | 39.28 ± 40.39 | 17.12 ± 21.60 | 11.37 ± 20.34 | .088 |
| IgE | 35.11 ± 39.85 | 13.41 ± 18.31 | 8.56 ± 17.31 | .093 |
| IgE grass pollen mix (kU/L) | 2.13 ± 4.29 | 10.44 ± 25.84 | 6.20 ± 21.29 | .526 |
| IgG4 | 0.50 + 0.54 | 0.47 ± 0.42 | 0.38 ± 0.43 | .772 |
| IgG4 | 0.42 ± 0.42 | 0.39 ± 0.26 | 0.30 ± 0.38 | .617 |
| IgG4 grass pollen mix (kU/L) | 0.67 ± 0.35 | 1.07 ± 0.97 | 0.80 ± 0.66 | .469 |
| Symptom severity (Day 0) | ||||
| Total Nasal Symptom Score (0–12 U) | 5.93 ± 3.95 | 4.00 ± 1.86 | 7.06 ± 3.64 | .299 |
| Total Ocular Symptom Score (0–9 U) | 3.57 ± 2.44 | 2.00 ± 2.00 | 3.19 ± 2.74 | .182 |
| mRQLQ Score (0–6 U) | 2.90 ± 1.25 | 2.66 ± 0.79 | 3.00 ± 1.12 | .653 |
| Other allergic rhinitis symptoms (0–12 U) | 4.51 ± 3.89 | 3.07 ± 2.16 | 5.21 ± 3.47 | .865 |
| Visual Analog Scale (0–100 mm) | 54.18 ± 33.51 | 48.16 ± 22.31 | 60.50 ± 30.10 | .485 |
| Medication Usage (Day 14–Day 0) | ||||
| Allergy medication use; % of total diary responses (washout period) | 0.37 ± 0.29 | 0.25 ± 0.20 | 0.40 ± 0.31 | .237 |
Abbreviations: AZE, azelastine “Azep®” group; AZE/FP, azelastine/fluticasone propionate “Dymista ®” group; FP, fluticasone propionate “Flixonase ®” Group; mRQLQ, miniRhinoconjunctivitis quality of life.
Figure 2Clinical response to treatment. Dots and lines represent change in symptom scores for each participant from pre‐nasal spray application (Day 0) to post‐nasal spray application (Day 7). The data are shown in the unadjusted values. Asterisk (*) indicates significance at p < .05 following nasal spray application. Hash (#) indicates raw change in symptoms scores (pre‐post) was significant between groups (ANCOVA with baseline score as the covariate). ANCOVA, analysis of covariance; AZE, azelastine “Azep®” group; AZE/FP, azelastine/fluticasone propionate “Dymista®” group; FP, fluticasone propionate “Flixonase®” group
Figure 3Heat map of Log2 expression all genes in the nasal mucosa samples included in the analysis (n = 588) by treatment group. Each row represents a gene and each column represents a sample. The Log2 gene expression counts are represented on a Z scale whereby blue indicates low expression (downregulation) and yellow indicates high expression (upregulation). AZE, azelastine “Azep®” group; AZE/FP, azelastine/fluticasone propionate “Dymista®'”group; FP, fluticasone propionate “Flixonase®” group
Top 10 differentially expressed genes in nasal lysate and blood samples for the three treatment groups
| Gene | Log2 fold change | Linear fold change | Lower confidence limit (log2) | Upper confidence limit (log2) |
|
|
|---|---|---|---|---|---|---|
| FP Group | ||||||
| Nasal mucosa samples | ||||||
| AMICA1 | −2.46 | 0.18 | −3.10 | −1.83 | 3.16 × 10−7 | 1.86 × 10−4 |
| GZMB | −2.54 | 0.17 | −3.30 | −1.78 | 2.37 × 10−6 | 6.96 × 10−4 |
| LTB | −2.41 | 0.19 | −3.20 | −1.62 | 6.83 × 10−6 | 1.03 × 10−3 |
| FCER1A | −2.55 | 0.17 | −3.38 | −1.71 | 7.03 × 10−6 | 1.03 × 10−3 |
| SOCS1 | −2.20 | 0.22 | −3.01 | −1.40 | 2.49 × 10−5 | 2.92 × 10−3 |
| PTGDR2 | −2.29 | 0.20 | −3.20 | −1.38 | 6.19 × 10−5 | 5.43 × 10−3 |
| IL1RL1 | −2.36 | 0.19 | −3.33 | −1.40 | 8.39 × 10−5 | 5.43 × 10−3 |
| HLA‐DRA | −1.75 | 0.30 | −2.47 | −1.03 | 9.22 × 10−5 | 5.43 × 10−3 |
| CXCR3 | −2.04 | 0.24 | −2.89 | −1.19 | 1.02 × 10−4 | 5.43 × 10−3 |
| CD1C | −1.62 | 0.33 | −2.30 | −0.94 | 1.07 × 10−4 | 5.43 × 10−3 |
| Peripheral blood samples | ||||||
| IL3RA | −0.47 | 0.72 | −0.65 | −0.29 | 4.95 × 10−5 | 2.40 × 10−2 |
| IL1B | 0.33 | 1.26 | 0.15 | 0.51 | 1.20 × 10−3 | 2.91 × 10−1 |
| MS4A2 | −0.38 | 0.77 | −0.62 | −0.14 | 4.45 × 10−3 | 5.14 × 10−1 |
| IL5RA | −0.33 | 0.79 | −0.55 | −0.12 | 5.08 × 10−3 | 5.14 × 10−1 |
| NFKB1 | 0.22 | 1.16 | 0.07 | 0.37 | 6.29 × 10−3 | 5.14 × 10−1 |
| RNASE3 | −0.47 | 0.72 | −0.79 | −0.15 | 7.12 × 10−3 | 5.14 × 10−1 |
| HRH4 | −0.29 | 0.82 | −0.49 | −0.09 | 7.43 × 10−3 | 5.14 × 10−1 |
| CD24 | −0.45 | 0.73 | −0.77 | −0.13 | 9.39 × 10−3 | 5.61 × 10−1 |
| SLPI | 0.30 | 1.23 | 0.08 | 0.52 | 1.04 × 10−2 | 5.61 × 10−1 |
| NFKB2 | 0.20 | 1.15 | 0.05 | 0.34 | 1.22 × 10−2 | 5.91 × 10−1 |
| AZE/FP group | ||||||
| Nasal mucosa samples | ||||||
| TNFSF10 | −0.92 | 0.53 | −1.48 | −0.36 | 3.58 × 10−3 | 9.85 × 10−1 |
| NOS2A | −1.53 | 0.35 | −2.57 | −0.49 | 7.43 × 10−3 | 9.85 × 10−1 |
| PPBP | 1.52 | 2.87 | 0.48 | 2.57 | 7.66 × 10−3 | 9.85 × 10−1 |
| ABCB1 | 1.23 | 2.35 | 0.32 | 2.14 | 1.17 × 10−2 | 9.85 × 10−1 |
| KIT | −0.98 | 0.51 | −1.76 | −0.21 | 1.66 × 10−2 | 9.85 × 10−1 |
| IFNA8 | 1.40 | 2.64 | 0.25 | 2.55 | 2.10 × 10−2 | 9.85 × 10−1 |
| IL33 | −1.07 | 0.47 | −1.97 | −0.18 | 2.25 × 10−2 | 9.85 × 10−1 |
| CD274 | −0.98 | 0.51 | −1.82 | −0.14 | 2.62 × 10−2 | 9.85 × 10−1 |
| TNFSF13 | −0.83 | 0.56 | −1.55 | −0.11 | 2.65 × 10−2 | 9.85 × 10−1 |
| TPSAB1 | −1.12 | 0.46 | −2.17 | −0.07 | 3.81 × 10−2 | 9.85 × 10−1 |
| Peripheral blood samples | ||||||
| CXCR6 | −0.26 | 0.84 | −0.43 | −0.08 | 7.35 × 10−3 | 9.43 × 10−1 |
| CLEC4C | −0.25 | 0.84 | −0.44 | −0.06 | 1.12 × 10−2 | 9.43 × 10−1 |
| LY9 | 0.17 | 1.12 | 0.04 | 0.30 | 1.33 × 10−2 | 9.43 × 10−1 |
| ITK | 0.17 | 1.12 | 0.03 | 0.30 | 1.78 × 10−2 | 9.43 × 10−1 |
| PNMA1 | −0.16 | 0.90 | −0.29 | −0.03 | 1.89 × 10−2 | 9.43 × 10−1 |
| CSF1 | −0.25 | 0.84 | −0.46 | −0.04 | 2.11 × 10−2 | 9.43 × 10−1 |
| FAS | −0.23 | 0.85 | −0.42 | −0.04 | 2.13 × 10−2 | 9.43 × 10−1 |
| PVR | −0.19 | 0.88 | −0.36 | −0.03 | 2.54 × 10−2 | 9.43 × 10−1 |
| AKT3 | 0.12 | 1.09 | 0.01 | 0.23 | 3.34 × 10−2 | 9.43 × 10−1 |
| CD59 | −0.19 | 0.88 | −0.36 | −0.01 | 3.51 × 10−2 | 9.43 × 10−1 |
| AZE Group | ||||||
| Nasal mucosa samples | ||||||
| APOE | −1.68 | 0.31 | −2.93 | −0.43 | 1.19 × 10−2 | 9.90 × 10−1 |
| TPTE | 1.00 | 2.00 | 0.20 | 1.81 | 1.84 × 10−2 | 9.90 × 10−1 |
| CAMP | 1.19 | 2.28 | 0.12 | 2.26 | 3.15 × 10−2 | 9.90 × 10−1 |
| CD27 | 0.59 | 1.51 | 0.03 | 1.16 | 3.94 × 10−2 | 9.90 × 10−1 |
| IL23A | 0.59 | 1.50 | 0.03 | 1.15 | 4.02 × 10−2 | 9.90 × 10−1 |
| IL18RAP | 1.13 | 2.19 | −0.03 | 2.30 | 5.56 × 10−2 | 9.90 × 10−1 |
| C4B | 0.46 | 1.37 | −0.04 | 0.95 | 6.71 × 10−2 | 9.90 × 10−1 |
| CCR2 | 0.60 | 1.52 | −0.08 | 1.28 | 7.84 × 10−2 | 9.90 × 10−1 |
| CT45A1 | 0.70 | 1.62 | −0.09 | 1.49 | 7.86 × 10−2 | 9.90 × 10−1 |
| IL18 | −0.43 | 0.74 | −0.92 | 0.06 | 7.99 × 10−2 | 9.90 × 10−1 |
| Peripheral blood samples | ||||||
| NT5E | 0.39 | 1.31 | 0.15 | 0.62 | 2.66 × 10−3 | 9.54 × 10−1 |
| SPN | 0.40 | 1.32 | 0.11 | 0.69 | 1.02 × 10−2 | 9.54 × 10−1 |
| ITGAL | 0.17 | 1.13 | 0.04 | 0.30 | 1.07 × 10−2 | 9.54 × 10−1 |
| CCR4 | −0.35 | 0.78 | −0.62 | −0.08 | 1.34 × 10−2 | 9.54 × 10−1 |
| IL2RB | 0.25 | 1.19 | 0.05 | 0.45 | 1.53 × 10−2 | 9.54 × 10−1 |
| CEACAM8 | −0.44 | 0.74 | −0.79 | −0.09 | 1.60 ×10−2 | 9.54 × 10−1 |
| FYN | 0.13 | 1.09 | 0.03 | 0.23 | 1.68 × 10−2 | 9.54 × 10−1 |
| OAS3 | 0.30 | 1.23 | 0.05 | 0.55 | 1.97 × 10−2 | 9.54 × 10−1 |
| SLC11A1 | −0.22 | 0.86 | −0.40 | −0.03 | 2.50 × 10−2 | 9.54 × 10−1 |
| IL6ST | 0.16 | 1.12 | 0.02 | 0.30 | 2.59 × 10−2 | 9.54 × 10−1 |
Differentially expressed genes (p < .05) in common between treatment group
| FP | AZE/FP | AZE | Between groups | ||||
|---|---|---|---|---|---|---|---|
| FC |
| FC |
| FC |
|
| |
| TPSAB1 | −2.04 (1.69) | <.0001 | −1.12 (1.69) | .038 | 0.03 (1.75) | .956 | FP and AZE |
| NOS2 | −0.87 (1.21) | .018 | −0.99 (1.56) | .048 | 0.25 (1.30) | .517 | AZE/FP and AZE |
| FP and AZE | |||||||
| CD274 | −0.87 (1.57) | .049 | −0.98 (1.29) | .026 | 0.37 (1.99) | .503 | n/a |
| TNFSF13 | −0.70 (0.90) | .042 | −0.83 (1.04) | .026 | 0.18 (0.62) | .449 | AZE/FP and AZE |
| FP and AZE | |||||||
Note: Data are presented as average fold change [FC] (standard deviation [SD]).
Abbreviations: AZE/FP, azelastine/fluticasone propionate “Dymista ®” group; FP, fluticasone propionate “Flixonase ®” group.
Top four Reactome pathways for FP and AZE/FP
| Pathway | Description | Count in gene set | False discovery rate |
|---|---|---|---|
| FP | |||
| HSA‐168256 | Immune system | 144 of 1925 | 1.02 × 10−91 |
| HSA‐1280215 | Cytokine signaling in immune system | 79 of 654 | 3.69 × 10−57 |
| HSA‐449147 | Signaling by interleukins | 62 of 439 | 2.63 × 10−47 |
| HSA‐449147 | Innate immune system | 69 of 1012 | 3.14 × 10−34 |
| AZE/FP | |||
| HSA‐109582 | Hemostasis | 5 of 601 | 0.0059 |
| HSA‐168256 | Immune System | 7 of 1925 | 0.0129 |
| HSA‐1280215 | Cytokine Signaling in Immune system | 4 of 654 | 0.0389 |
| HSA‐6811558 | PI5P, PP2A, and IER3 Regulate PI3K/AKT Signaling | 2 of 85 | 0.0449 |
Note: The differentially expressed genes from the AZE group were not enriched into any Reactome pathways.
Abbreviations: AZE/FP, azelastine/fluticasone propionate “Dymista®” group; FP, fluticasone propionate “Flixonase®” group.