| Literature DB >> 28223794 |
Katherine J Baines1, Juan-Juan Fu2, Vanessa M McDonald1, Peter G Gibson1.
Abstract
BACKGROUND: Exacerbations of asthma and COPD are a major cause of morbidity and mortality and are responsible for significant health care costs. This study further investigates interleukin (IL)-1 pathway activation and its relationship with exacerbations of asthma and COPD.Entities:
Keywords: COPD; asthma; exacerbations; interleukin-1
Mesh:
Substances:
Year: 2017 PMID: 28223794 PMCID: PMC5308595 DOI: 10.2147/COPD.S119443
Source DB: PubMed Journal: Int J Chron Obstruct Pulmon Dis ISSN: 1176-9106
Baseline clinical and inflammatory characteristics for the participants included in the gene expression substudy
| COPD + Asthma | COPD | Asthma | ||
|---|---|---|---|---|
| n (%) | 95 | 60 | 35 | |
| Age, mean (SD) | 65 (12) | 68 (10) | 60 (15) | 0.004 |
| Gender, n, male/female | 39/56 | 25/35 | 14/21 | 0.873 |
| Body mass index, mean (SD) | 29.6 (7.4) | 28.7 (7.1) | 31.2 (7.8) | 0.226 |
| Smoking, n, never/ex/current | 43/46/6 | 22/34/4 | 21/12/2 | 0.076 |
| Smoking pack-years, median (Q1, Q3) | 27 (3, 47) | 28 (3, 44) | 17 (7, 47) | 0.720 |
| Post–β2 FEV1 %predicted, mean (SD) | 69 (20) | 59 (17) | 85 (13) | ,0.001 |
| Post–β2 FVC %predicted, mean (SD) | 84 (17) | 81 (17) | 89 (15) | 0.032 |
| FEV1/FVC %, mean (SD) | 62 (13) | 55 (11) | 74 (7) | ,0.001 |
| Airway hyperresponsiveness or bronchodilator response at visit, n (%) | 48 (51) | 33 (55) | 15 (43) | 0.254 |
| Visual analog scale symptom score, mean (SD) | 18.5 (12.1) | 19.5 (12.7) | 16.8 (11.1) | 0.311 |
| ICS use, n (%) | 81 (85) | 52 (87) | 29 (83) | 0.613 |
| ICS dose, beclomethasone equivalent, µm/day, median (Q1, Q3) | 1,000 (500, 2,000) | 1,000 (500, 2,000) | 1,000 (500, 2,000) | 0.812 |
| Number of exacerbations in the year prior to baseline visit | 1 (0, 2) | 1 (0, 2) | 0 (0, 1) | 0.108 |
| ≥2 exacerbations in the prior year, n (%) | 34 (36) | 26 (43) | 8 (23) | 0.045 |
| ≥2 exacerbations in the following year, n (%) | 30 (33) | 22 (39) | 8 (24) | 0.110 |
| Sputum total cell count, ×106/mL, median (Q1, Q3) | 4.1 (2.6, 8.6) | 4.3 (2.6, 9.7) | 4.0 (2.1, 6.2) | 0.363 |
| Sputum neutrophil%, median (Q1, Q3) | 47.6 (32.3, 71.8) | 59.0 (30.8, 73.9) | 45.5 (34.0, 61.8) | 0.264 |
| Sputum eosinophil%, median (Q1, Q3) | 1.5 (0.5, 3.0) | 1.8 (0.8, 3.0) | 1.3 (0.5, 2.8) | 0.351 |
Note:
Comparison between COPD and asthma.
Abbreviations: FEV1, forced expiratory volume in 1 second; FVC, forced vital capacity; ICS, inhaled corticosteroid; Q, quartile; SD, standard deviation.
Figure 1Histogram showing the distribution of the number of exacerbations experienced in the year following the baseline visit.
Sputum gene expression of IL-1 pathway genes in participants with future year frequent versus nonfrequent exacerbations
| Marker | COPD+Asthma
| COPD
| Asthma
| ||||||
|---|---|---|---|---|---|---|---|---|---|
| Frequent | Nonfrequent | Frequent | Nonfrequent | Frequent | Nonfrequent | ||||
| n | 30 | 59 | 22 | 33 | 8 | 26 | |||
| IRAK2 | 1.28 (2.63) | 2.74 (1.87) | 0.003 | 1.14 (2.83) | 2.31 (1.90) | 0.073 | 1.66 (2.13) | 3.27 (1.72) | 0.035 |
| IRAK3 | 4.60 (2.56) | 6.81 (1.94) | <0.001 | 4.33 (2.52) | 6.44 (1.96) | 0.001 | 5.35 (2.71) | 7.29 (1.83) | 0.026 |
| PELI1 | 2.87 (1.91) | 4.15 (1.48) | <0.001 | 2.75 (1.88) | 3.69 (1.36) | 0.037 | 3.18 (2.07) | 4.74 (1.45) | 0.022 |
| IL1R1 | 5.00 (2.24) | 6.70 (1.84) | <0.001 | 4.95 (2.16) | 6.23 (1.48) | 0.012 | 5.14 (2.60) | 7.30 (2.08) | 0.021 |
| IL1R2 | 4.45 (3.29) | 5.07 (1.89) | 0.261 | 4.44 (3.68) | 4.61 (1.74) | 0.817 | 4.47 (2.04) | 5.65 (1.95) | 0.150 |
| IL1RN | 1.80 (4.07) | 1.70 (1.60) | 0.868 | 2.30 (4.41) | 1.57 (1.57) | 0.380 | 0.042 (2.69) | 1.88 (1.65) | 0.071 |
| IL1A | 5.97 (2.64) | 6.83 (1.48) | 0.054 | 5.59 (2.82) | 6.96 (1.65) | 0.027 | 7.01 (1.80) | 6.64 (1.24) | 0.520 |
Notes:
Data expressed as the change in cycle threshold (Ct) compared with the housekeeping gene β-actin (ΔCt), mean (standard deviation). A lower ΔCt corresponds to a stronger expression of the target gene.
Abbreviation: IL, interleukin.
Figure 2Gene expression of the IL-1 pathway signaling members (A) IRAK2, (B) IRAK3, (C) PELI1 and receptor (D) IL1R1 were elevated in participants with frequent exacerbations, whereas the decoy receptor (E) IL1R2 and antagonist (F) IL1RN were not significantly different.
Notes: Data are presented as medians (bar) and the upper quartile (Q3; error bar). * P<0.05 versus the nonfrequent exacerbator group; # P<0.05 versus the nonfrequent exacerbator group with COPD; and ^ P<0.05 versus the nonfrequent exacerbator group with asthma.
Abbreviation: IL, interleukin.
Interleukin 1 signaling pathway gene expression predicts the risk of future frequent exacerbations
| Marker | AUC % | 95% CI | Minimal false negatives | Minimal false positives | |||||
|---|---|---|---|---|---|---|---|---|---|
| ΔCt cut point | Sensitivity% | Specificity% | ΔCt cut point | Sensitivity% | Specificity% | ||||
| IRAK2 | 68.6 | 0.004 | 0.56–0.81 | <2.70 | 70.0 | 61.0 | <1.59 | 60.0 | 78.0 |
| IRAK3 | 75.4 | <0.001 | 0.64–0.87 | <6.44 | 80.0 | 72.9 | <5.24 | 63.3 | 79.7 |
| PELI1 | 71.2 | <0.001 | 0.59–0.83 | <3.87 | 73.3 | 62.7 | <3.20 | 56.7 | 72.9 |
| IL1R1 | 72.8 | <0.001 | 0.61–0.85 | <6.13 | 73.3 | 64.4 | <5.18 | 66.7 | 81.4 |
| IRAK2 | 66.3 | 0.042 | 0.50–0.83 | <2.71 | 72.7 | 57.6 | <0.79 | 59.1 | 72.7 |
| IRAK3 | 76.0 | 0.001 | 0.62–0.91 | <6.44 | 86.4 | 69.7 | <5.12 | 68.2 | 81.8 |
| PELI1 | 68.6 | 0.020 | 0.53 0.84 | <3.48 | 68.2 | 60.6 | <2.74 | 59.1 | 78.8 |
| IL1R1 | 71.5 | 0.007 | 0.56–0.87 | <6.13 | 77.3 | 60.6 | <5.18 | 68.2 | 81.8 |
| IRAK2 | 72.1 | 0.062 | 0.52–0.93 | <3.15 | 75.0 | 50.0 | <1.59 | 50.0 | 92.3 |
| IRAK3 | 73.6 | 0.047 | 0.54–0.93 | <7.56 | 75.0 | 53.9 | <6.36 | 62.5 | 76.9 |
| PELI1 | 74.0 | 0.042 | 0.56–0.92 | <4.51 | 75.0 | 61.5 | <3.92 | 62.5 | 76.9 |
| IL1R1 | 73.6 | 0.047 | 0.54–0.93 | <6.86 | 75.0 | 65.4 | <5.26 | 62.5 | 80.8 |
Note:
Minimal false-negative results correspond to the point of the receiver operating characteristic curve with the highest sensitivity (true-positive rate, which is useful for ruling disease out), whereas minimal false-positive results correspond to the point with the highest specificity (false-positive rate, which is useful for ruling disease in).
Abbreviations: AUC, area under the curve; CI, confidence interval.
Figure 3Receiver operating characteristic curve analysis of interleukin 1 signaling pathway gene expression and future exacerbations in (A) the whole study population, (B) COPD, and (C) asthma.
Correlations between interleukin 1 pathway gene expression and number of exacerbations experienced in the year following the baseline visit
| Marker | Number of exacerbations
| |||||
|---|---|---|---|---|---|---|
| COPD + Asthma
| COPD
| Asthma
| ||||
| Spearman r | Spearman r | Spearman r | ||||
| IRAK2 mRNA | 0.26 | 0.009 | 0.27 | 0.042 | 0.31 | 0.067 |
| IRAK3 mRNA | 0.34 | <0.001 | 0.38 | 0.003 | 0.28 | 0.115 |
| PELI1 mRNA | 0.30 | 0.004 | 0.26 | 0.048 | 0.35 | 0.034 |
| IL1R1 mRNA | 0.27 | 0.008 | 0.27 | 0.036 | 0.26 | 0.119 |
Figure 4Gene expression of IL-1 pathway members (A) IRAK2, (B) IRAK3, (C) PELI1 and (D) IL1R1 are associated with exacerbation type.
Notes: Gene expression is highest in the OCS and hospital admission groups. Data is presented as medians (bar) and the upper quartile (Q3; error bar). * P<0.01 versus the non-frequent exacerbator group; ** P<0.001 versus the non-frequent exacerbator group.
Abbreviations: Ab, antibiotics; OCs, oral corticosteroids; GP, general practitioner.
Sputum gene expression of interleukin 1 pathway genes in participants with prior year frequent versus nonfrequent exacerbations
| Marker | COPD+Asthma
| COPD
| Asthma
| ||||||
|---|---|---|---|---|---|---|---|---|---|
| Frequent | Nonfrequent | Frequent | Nonfrequent | Frequent | Nonfrequent | ||||
| n | 34 | 61 | 26 | 34 | 8 | 27 | |||
| IRAK2 | 1.02 (2.10) | 2.89 (1.98) | <0.001 | 0.85 (2.15) | 2.58 (2.14) | 0.003 | 1.58 (1.97) | 3.28 (1.72) | 0.023 |
| IRAK3 | 4.21 (2.18) | 6.94 (1.87) | <0.001 | 4.03 (2.18) | 6.62 (1.85) | <0.001 | 4.76 (2.28) | 7.34 (1.86) | 0.003 |
| PELI1 | 2.50 (1.54) | 4.27 (1.53) | <0.001 | 2.35 (1.41) | 3.91 (1.52) | <0.001 | 3.00 (1.93) | 4.73 (1.45) | 0.010 |
| IL1R1 | 4.66 (1.73) | 6.76 (1.98) | <0.001 | 4.68 (1.58) | 6.30 (1.82) | <0.001 | 4.60 (2.26) | 7.32 (2.07) | 0.003 |
| IL1R2 | 3.96 (3.11) | 5.40 (1.93) | 0.007 | 4.11 (3.47) | 5.02 (1.97) | 0.202 | 3.46 (1.50) | 5.86 (1.81) | 0.002 |
| IL1RN | 1.48 (3.91) | 1.83 (1.66) | 0.549 | 1.93 (4.12) | 1.67 (1.86) | 0.747 | 0.01 (2.89) | 2.02 (1.37) | 0.009 |
| IL1A | 6.01 (2.28) | 6.83 (1.68) | 0.050 | 5.68 (2.27) | 6.96 (2.00) | 0.024 | 7.23 (2.05) | 6.67 (1.18) | 0.344 |
Notes: Data expressed as the change in cycle threshold (Ct) compared with the housekeeping gene β-actin (ΔCt), mean (standard deviation). A lower ΔCt corresponds to a stronger expression of the target gene.
Figure 5Gene expression of IL-1 pathway members are elevated in participants who had ≥2 exacerbations (frequent) in the year prior to the baseline visit. Data is presented as median (bar) and the upper quartile (Q3; error bar). * P<0.05 versus the non-frequent exacerbator group; # P<0.05 versus the non-frequent exacerbator group with COPD; and ^ P<0.05 versus the non-frequent exacerbator group with asthma.