Atopy and Multisensitizations in Specific IgE Microarrays and Their Impact on Severe Asthma
by
,
Jan Romantowski
1,
Aleksandra Górska
1,
Grażyna Moszkowska
2,3,
Julia Kulczycka
2,
Karolina Minkowska
1,
Agata Rolewicz
1,
Marita Nittner-Marszalska
4 and
Marek Niedoszytko
1,* 1
Department of Allergology, Medical University of Gdansk, 80-214 Gdansk, Poland
2
Laboratory of Clinical Immunology and Transplantology, University Clinical Centre of Gdansk, 80-952 Gdańsk, Poland
3
Department of Medical Immunology, Medical University of Gdansk, 80-214 Gdansk, Poland
4
Department of Internal Medicine Pneumology and Allergology, Wroclaw Medical University, 50-425 Wrocław, Poland
*
Author to whom correspondence should be addressed.
Life 2022, 12(10), 1520; https://doi.org/10.3390/life12101520
Submission received: 28 August 2022
/
Revised: 14 September 2022
/
Accepted: 26 September 2022
/
Published: 29 September 2022
(This article belongs to the Section Medical Research)
Abstract
:(1) Asthma is a chronic inflammatory airway disease. Around 3–10% of patients experience severe refractory asthma. These patients with high symptom intensity and frequent exacerbations present a challenge for allergologists. Their allergic vs. non-allergic profile might be different from the standard asthmatic group and this difference is vital in qualifying for anti-IgE biologicals. The aim of the study was to analyze multiple sensitizations in patients with severe asthma and assess their impact on the course of the disease. (2) Forty-two patients with severe asthma according to GINA were enrolled. They experienced at least two exacerbations during the past year and had uncontrolled asthma despite high inhaled steroid use. A microarray serum Alex test (allergen-specific IgE to 295 extracts and components) was performed together with Complete Blood Count tests, the Asthma Control Questionnaire (ACQ), the Mini Asthma Quality of Life Questionnaire (MiniAQLQ), and spirometry. (3) There were 29 female and 13 male patients. The patient mean age was 50.4 (22–70). In 25 (60%) patients, inhalant sensitizations were detected. In 9 (21%) cases, a new perennial allergen was discovered that might enable anti-IgE treatment in the future. In the entire studied group, 8 patients (19%) would still not qualify for anti-IgE, anti-IL4, or anti-IL5 treatment. A linear regression analysis revealed that a Canis familiaris allergen (Can f 1) correlated with worse asthma control in ACQ. An Aspergillus allergen (Asp f 6) correlated negatively with Forced Expiratory Volume in one second (FEV1). (4) The study presents the usefulness of the ALEX test in 21% of patients with severe asthma in qualification for anti-IgE treatment. It highlights the impact of canine and Aspergillus sensitizations on worse control in patients with severe asthma.
1. Introduction
Asthma is a heterogenous chronic inflammatory lower-airway disease. Its symptoms (cough, wheezes, dyspnea, and chest tightness) change in intensity overtime, together with variable bronchi obstruction [1]. Due to modern inhalation drugs, namely Glucocorticosteroids (GCS) and long-acting beta-agonists (LABA), most patients achieve proper symptom control. However, approximately 3–10% of patients suffer from severe refractory asthma with very few additional therapeutic options [1,2]. These consist of recently developed biologicals: omalizumab, mepolizumab, benralizumab, reslizumab, dupilumab, and tezepelumab. Biologicals should be considered for every patient with severe asthma, namely those who do not achieve proper disease control despite using a high dose of inhaled GCS and LABA.
Although a selection of biological therapies is available, it must be noted that not all patients with severe refractory asthma qualify for such treatment [1,3,4]. Omalizumab is efficient only in patients with a significant inhalant allergy that is IgE-dependent. Thus, binding of serum IgE reduces the symptoms only in the case of allergic asthma. Mepolizumab, benralizumab, and reslizumab block either IL-5 or IL-5R, while dupilumab blocks IL-4. These drugs are efficient in asthma with high eosinophilic inflammation, reducing either exhaled nitric oxide or blood eosinophils. Finally, the recently introduced tezepelumab blocks TSLP so should reduce bronchial inflammation, regardless of the dominant mechanism [3,4]. This drug, however, is still not available in most countries.
In clinical practice, qualifying for biologicals consists of searching for either blood eosinophilia and/or inhalant sensitizations. This is mostly done via complete blood count tests (CBC), allergen-specific IgE detection in the serum using ELISA, or on the skin with skin prick tests. There is little option to improve the sensitivity of CBC testing beyond repeated assessments, though serum IgE detection might improve with the use of novel microarrays consisting of over 250 allergen extracts and molecules. Expanding the tested allergen profile makes it possible to find new sensitizations that are not detectable in a standard allergy work-up. Although the scientific reports are contradictory, in the allergologist community, allergic asthma is considered to respond better to standard inhalation treatment [4,5].
Common aeroallergens include house dust mites, cockroach antigens, molds, pets, and pollen [6]. Well-known triggers of allergic sensitization to fungi in humans are Alternaria alternata, Aspergillus fumigatus, and Cladosporium herbarum [7]. Fungi of the genus Alternaria and Cladosporium predominate in the external environment with their peak exposures from spring to fall. Aspergillus is a typical indoor mold species that favors development in conditions with high humidity and a lack of access to light and ventilation [7]. Fungal sensitivity is associated with severe asthma outcomes. However, the clinical implication of Aspergillus fumigatus sensitization in severe or difficult-to-treat asthma is still unclear and of interest to researchers [8].
As described above, there is a significant percentage of patients with severe refractory asthma who still cannot receive potentially life-saving biological therapy because of either a lack of inhalant allergy or high eosinophilia [1]. The prevalence of this group varies from 30% up to 50% of asthmatic patients. Detecting new sensitizations might help in the implementation of anti-IgE treatment.
Moreover, the patients might not be aware of uncommon inhalant sensitizations so uncovering new sIgE might help them to achieve proper control of the disease as allergen avoidance helps in reducing the number of asthma attacks [1,9].
The aim of the study was to assess the clinical relevance of the ALEX test in severe asthma qualification for anti-IgE treatment. The secondary aim was to analyze the correlation between molecular sensitizations and asthma severity in patients with severe asthma.
2. Materials and Methods
Forty-two adult patients with severe asthma according to GINA [1] were recruited (November 2020–December 2021). In line with inclusion criteria, all the patients had received a high dose of inhaled corticosteroids together with Long-Acting Beta-Agonists (LABA) and their asthma was still uncontrolled with at least two exacerbations within the past 12 months. Exclusion criteria were pregnancy, current anti-IgE treatment, and lack of consent. All the patients underwent a standard asthma and inhalant allergy workup, including skin prick tests, specific serum IgE, complete blood count tests with eosinophil count, Asthma Control Questionnaire (ACQ), Mini Asthma Quality of Life Questionnaire (MiniAQLQ), total daily prednisone dose, and spirometry [10,11,12,13]. The results of FEV1, VC, and FEV1/VC were presented in percentages of expected values according to Global Lung Initiative guidelines [13]. The daily prednisone dose was calculated to prednisone. Finally, in all the patients, the ALEX IgE microarray test was performed with 295 allergen components [14]. The total IgE concentration detection threshold was set at 20 U/mL and the positive cut-off point was set at 0.35 for sIgE. Statistical analysis consisted of non-parametric Spearman regression using Statistica 13 computer software. The analysis included correlation (linear regression) of all allergen sensitizations in the ALEX test with the ACQ, MiniAQLQ, total daily prednisone dose, Forced Expiratory Volume in one second (FEV1), Vital Capacity (VC), and FEV1/VC index. The spirometry outcomes were calculated according to the Global Lung Initiative. For comparisons between subgroups, the Mann–Whitney U test for independent values was used. In all tests, the cut-off point of the p value was set at 0.05. The study was approved by the Independent Boiethics Committee at the Medical University of Gdansk (approval number NKBBN/410/2019).
3. Results
There were 29 female and 13 male patients. The patient mean age was 50.4 (22–70). The results of the allergy and asthma work-ups are presented in Table 1, while the results of the ALEX tests with the allergen groups are presented in Figure 1. In 25 (60%) patients, inhalant sensitizations were detected. In this group, 9 (21%) subjects were considered to have non-allergic asthma in the standard allergy work-up, including SPT and serum IgE.8 patients (19%) who still would not qualify for anti-IgE, anti-IL4, or anti-IL5 treatment. Allergic asthma was considered if at least one inhalant sensitization was detected. No statistically significant differences were observed in the ACQ, MiniAQLQ, or spirometry values, or the total daily prednisone dose according to allergic or non-allergic asthma, though the results were slightly worse in non-allergic asthma (presented in Figure 2).
Canis familiaris allergen (Can f 1) correlated with worse asthma control in ACQ and lower Vital Capacity. Aspergillus allergen (Asp f 6) correlated negatively with FEV1. Both are considered to have a negative impact on severe asthma outcomes. Multiple allergens showed the opposite correlation (Bet v 2, Can f 3, Phl p 1, Phl p 2, Phl p 5, Phl p 6, Der p 7, Can f 3)—either decreasing ACQ or daily prednisone dose, or increasing MiniAQLQ or FEV1 and VC (Table 2 and Table 3). These would suggest a positive impact of a particular sensitization on asthma control.
4. Discussion
The prevalence of allergen sensitization in our study is similar to those found in the literature. The prevalence of allergen sensitization based only on skin test results in a multiethnic Asian cohort with severe asthma was as high as 78.2%, with sensitization to more than a single allergen in most cases [15]. Rojano et al. showed that patients with asthma are sensitized mostly to house dust mites (34%); however, pet sensitizations were also common (cat—33% and dog 21%) [16]. Kleine-Tebbe et al. also investigated patients with severe asthma and, in this group, similar allergens were found with more sensitizations in general (HDM—39%, cat—34%, dog—31%) [17]. This study also showed a high prevalence of grass pollen (Phleum Pretense) and birch pollen allergy (39% and 34%, respectively). In contrast, our study on severe asthma found that only 24% of patients were allergic to grass and 19% to trees, though a possible pattern is seen that, in the course of severe asthma, the most significant allergen may be pets. As presented in Figure 1, 14% of patients had fungi sensitizations which consisted mostly of Aspergillus. This is higher than the general population (9%) results and is in line with the results found in asthmatic patients (10–20% prevalence) [18,19].
Our study did not show a significant difference between allergic and nonallergic severe asthma. However, as seen in Figure 2, the allergic patients presented less severe results in all study outcomes without crossing statistical significance. Also, with the exception of Can f 1 and Asp f 1, most of the allergen sensitizations actually correlated with better asthma control. In the scientific literature, allergic asthma usually occurs at a younger age, is more frequently associated with rhinitis, and is more likely to affect men [20,21,22]. Nonallergic asthma is more likely associated with women and hypersensitivity to nonsteroid anti-inflammatory drugs (NSAIDs). The relation of asthma control and severity with IgE-related general sensitizations is still unclear in the scientific literature.
In our study, dog sensitization was found to be a factor that significantly worsens asthma control. Can f 1 is a lipocalin found in dog dander and might also correlate with lipocalins produced by cats (Fel d 7) [23]. Konradsen et al. showed that animal sensitizations to cats, dogs, and horses correlate with a severe asthma course [24]. A study by Konradsen et al. showed that patients with severe asthma sensitized to cats or dogs (28% in this group) have a worse response to omalizumab treatment both in disease control and FENO concentration [25]. In contrast, a study by Hom et al. showed that cat or dog sensitizations have no significant effect on atopic dermatitis, rhinitis, or asthma severity [26]. These results, together with our study, suggest that dog sensitizations may negatively influence asthma control, though only in patients who already have severe asthma.
As presented in Figure 1, 14% of patients had fungi sensitizations which consisted mostly of Aspergillus; other fungi such as Aureobasidium, Alternaria and Cladosporium that were found to be significant in other studies did not impact severe asthma in our study [27,28]. This is higher than the general population (9%) results and is in line with the results found in asthmatic patients (10–20%) [18,19]. A study by Rajagopal et al. showed that Aspergillus sensitization found in SPT worsens asthma control [29]. Our study shows that this effect results, in particular, from Asp f 6 (Table 2 and Table 3). Its negative influence on asthma is especially evident in the spirometry FEV1 values, though similar trends are observed in clinical asthma control outcomes without statistical significance. This molecule is a manganese superoxide dismutase (MnSod) and typically cross-reacts with other fungi allergens, i.e., Alternaria (Alt a 14) and Mallasezia (Mala a 14), and possibly with birch, olive, and ambrosia pollens [23,30,31]. Aspergillus fumigatus sensitization in difficult asthma identifies a more severe form of airway disease associated with greater morbidity, treatment need, and airways dysfunction/damage, but fewer psychophysiological comorbidities [8,32]. Importantly, severe asthma with fungal sensitivity (SAFS) is differentiated from allergic bronchopulmonary aspergillosis by the absence of bronchiectasis and fungal growth in the lungs and sensitivity to antifungal treatments [33]. The clinical course of asthma with fungal sensitization is similar to the clinical picture of asthma without sensitization to fungi except for the lower age of symptom onset and significantly higher levels of IgE and IL-33 in the serum [8,34,35]. However, studies focused on fungal sensitization in asthmatics are heterogeneous and have, to date, included differing asthma severities, making their conclusions difficult to interpret, particularly in the context of severe asthma [15]. Patients with Aspergillus sensitization had more exacerbations requiring steroid bursts, as well as evidence of airflow obstruction. No similar associations were found with sensitization to any other allergens [15].
Goh KY et al. showed a significant association between Aspergillus sensitization and uncontrolled asthma [15]. The prevalence of Aspergillus-specific sensitization was 11.7%. Moreover, patients with uncontrolled asthma had a higher rate of sensitization to Aspergillus (18.3% in uncontrolled asthma and 4.1% in controlled asthma, p = 0.001). No significant differences were found in the sensitization patterns to other allergens. Patients sensitized to Aspergillus were found to have higher steroid requirements (use of ≥2 steroid bursts in the past year), evidence of airflow obstruction, and one or more indicators of uncontrolled asthma compared with patients without Aspergillus sensitization.
Rajagopal et al. showed that the severity of asthma was associated with Aspergillus sensitization [29]. Uncontrolled symptoms were observed in only 28.07% of patients with asthma included in the study. The proportion of patients with uncontrolled symptoms was higher among patients who were sensitized to Aspergillus (45.00%) compared with patients who were not sensitized (18.92%). The proportion of patients with well-controlled symptoms was higher in individuals who were not sensitized compared with individuals who were sensitized (62.16% versus 50.00%, respectively).
Mistry et al. found A fumigatus sensitization in 23.9% of patients with difficult asthma [8]. Compared with A fumigatus non-sensitized subjects, those with sensitization were significantly more often male, older, with longer asthma duration, higher maintenance oral corticosteroid (39.7%) and asthma biologic use (27.6%), worse prebronchodilator airflow obstruction, and frequent radiological bronchiectasis (40%), but had less psychophysiological comorbidities.
Our study revealed 20% of Hymenoptera venom sensitizations. Due to geographical limitations, only bee and wasp IgE were found to be positive, and not that of ant venom. Though this result might seem high, it is still in line with other epidemiological studies. These estimate insect venom sensitizations at 23% of all people, while stinging is only symptomatic in 9% and might require treatment [36]. Interestingly, sensitizations to Hymenoptera and grass pollen often occur simultaneously so might be more frequent in allergic asthma populations [36].
An important finding was that in 21% of patients, new inhaled sensitizations were found, although these were considered non-allergic prior to the study. In this case, these patients might be able to receive omalizumab as a biological treatment according to GINA [1] though local regulators and payers might add other criteria such as whole-year allergen sensitizations [37].
Finally, the results point to the need of the implementation of new biologicals, since there is still a high number of patients (19%) who cannot receive the current biological therapy and who would most likely have to use high doses of standard therapy, oral GCS, which pose a risk of chronic side effects [1].
Potential study limitations were: (1) inclusion of only patients referred to by the Department of Allergology—patients not seeking specialist consultation for unknown reasons were not included; and (2) the study did not include patients who had already received anti-IgE treatment.
5. Conclusions
The study shows that the ALEX test can reveal new sensitizations in 21% of patients with severe asthma thus enabling anti-IgE treatment. Asp f 6 and Can f 1 correlate with a worse course of asthma in patients with severe refractory asthma.
Author Contributions
Conceptualization, J.R. and M.N.; methodology, J.R., M.N. and A.G.; software, J.R.; validation, J.R., M.N., G.M. and J.K.; formal analysis, J.R. and M.N.; investigation, J.R., K.M., A.R. and A.G.; resources, M.N., K.M. and A.R.; data curation, J.R.; writing—original draft preparation, J.R. and A.G.; writing—review and editing, M.N., G.M., J.K., K.M., A.R. and M.N.-M.; visualization, J.R.; supervision, M.N. and M.N.-M.; project administration, M.N.; funding acquisition, M.N. All authors have read and agreed to the published version of the manuscript.
Funding
This research was funded by Medical University of Gdansk statutory funding. Grant Number: 02-10022/0000679/01/231/231/0/2022. Article Processing charge of this manuscript was financed by EMMA MDT, Naleczowska 14, Poland.
Institutional Review Board Statement
The study was approved by the appropriate Independent Bioethics Commission at the Medical University of Gdansk (NKBBN/410/2019).
Informed Consent Statement
Written informed consent was collected upon enrollment.
Data Availability Statement
Data will be available on request.
Conflicts of Interest
Jan Romantowski: Article Processing charge of this manuscript was financed by EMMA MDT, Naleczowska 14, Poland.
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Figure 1.
Prevalence of allergen (grouped) sensitizations according to ALEX test. Red indicates inhalant allergens, green—food, yellow/black—insect venom.
Figure 1.
Prevalence of allergen (grouped) sensitizations according to ALEX test. Red indicates inhalant allergens, green—food, yellow/black—insect venom.
Figure 2.
Comparison of allergic and non-allergic asthma. FEV1—Forced Expiratory Volume in 1 s; VC—Vital Capacity; ACQ—Asthma Control Questionnaire; MiniAQLQ—Mini Asthma Quality of Life Questionnaire.
Figure 2.
Comparison of allergic and non-allergic asthma. FEV1—Forced Expiratory Volume in 1 s; VC—Vital Capacity; ACQ—Asthma Control Questionnaire; MiniAQLQ—Mini Asthma Quality of Life Questionnaire.
Table 1.
Results of demography and asthma work-up. Expected values of pulmonary function tests were calculated according to Global Lung Initiative 2012 guidelines.
Table 1.
Results of demography and asthma work-up. Expected values of pulmonary function tests were calculated according to Global Lung Initiative 2012 guidelines.
| Mean (Standard Deviation) | |
|---|---|
| Age | 50.4 (12.8) |
| ACQ | 3.35 (1.14) |
| MiniAQLQ | 3.41 (1.14) |
| FEV1 (of expected values) | 66% (23%) |
| VC (of expected valued) | 88% (20%) |
| FEV1/VC (of expected values) | 71% (20%) |
| Daily prednisone dose | 5.34 mg (7.7 mg) |
| Total eosinophil count | 0.66 G/L (0.94 G/L) |
| Total number of patients | 42 |
| Average asthma duration in years | 18.33 (11.24) |
| Number of inhaled sensitizations per patient | 1.42 (n/a) |
| Number of patients with inhaled sensitizations pre study | 15 (n/a) |
| Number of patients with inhaled sensitizations post study | 24 (n/a) |
| Number of patients with detected new inhaled sensitizations | 9 (n/a) |
Table 2.
Linear regression analysis of allergen sensitizations and asthma clinical outcomes: Asthma Control Questionnaire (ACQ) and Mini Asthma Quality of Life Questionnaire (MiniAQLQ). Red color indicates statistical significance.
Table 2.
Linear regression analysis of allergen sensitizations and asthma clinical outcomes: Asthma Control Questionnaire (ACQ) and Mini Asthma Quality of Life Questionnaire (MiniAQLQ). Red color indicates statistical significance.
| ACQ | MiniAQLQ | |||||||
|---|---|---|---|---|---|---|---|---|
| Allergen | p Value | Beta | Confidence Interval Range | p Value | Beta | Confidence Interval Range | ||
| Phl p 1 | 0.323 | −0.158 | −0.478 | 0.162 | 0.888 | 0.023 | −0.301 | 0.346 |
| Phl p 2 | 0.387 | −0.139 | −0.460 | 0.182 | 0.867 | 0.027 | −0.297 | 0.351 |
| Phl p 5 | 0.363 | −0.146 | −0.466 | 0.175 | 0.861 | 0.028 | −0.295 | 0.352 |
| Phl p 6 | 0.140 | −0.235 | −0.549 | 0.080 | 0.347 | 0.151 | −0.169 | 0.471 |
| Bet v 1 | 0.318 | −0.160 | −0.480 | 0.160 | 0.691 | −0.064 | −0.387 | 0.259 |
| Bet v 2 | 0.026 | −0.347 | −0.650 | −0.043 | 0.131 | 0.240 | −0.075 | 0.554 |
| Bet v 6 | 0.359 | −0.147 | −0.467 | 0.173 | 0.442 | 0.123 | −0.198 | 0.445 |
| Art v 1 | 0.286 | −0.171 | −0.490 | 0.149 | 0.643 | 0.075 | −0.248 | 0.398 |
| Art v 3 | 0.761 | −0.049 | −0.373 | 0.274 | 0.656 | 0.072 | −0.251 | 0.395 |
| Der f 1 | 0.560 | −0.094 | −0.416 | 0.229 | 0.936 | −0.013 | −0.337 | 0.311 |
| Der f 2 | 0.342 | −0.152 | −0.472 | 0.168 | 0.890 | 0.022 | −0.302 | 0.346 |
| Der p 1 | 0.489 | −0.111 | −0.433 | 0.211 | 0.821 | 0.036 | −0.287 | 0.360 |
| Der p 2 | 0.335 | −0.154 | −0.474 | 0.166 | 0.874 | 0.026 | −0.298 | 0.349 |
| Der p 5 | 0.792 | −0.043 | −0.366 | 0.281 | 0.829 | −0.035 | −0.358 | 0.289 |
| Der p 7 | 0.157 | −0.225 | −0.541 | 0.090 | 0.444 | 0.123 | −0.199 | 0.444 |
| Lep d 2 | 0.845 | −0.031 | −0.355 | 0.292 | 0.826 | −0.035 | −0.359 | 0.288 |
| Tyr p 2 | 0.783 | −0.044 | −0.368 | 0.279 | 0.862 | −0.028 | −0.352 | 0.296 |
| Alt a 1 | 0.056 | 0.301 | −0.008 | 0.610 | 0.591 | −0.086 | −0.409 | 0.236 |
| Alt a 6 | 0.755 | 0.050 | −0.273 | 0.374 | 0.214 | −0.198 | −0.516 | 0.119 |
| Asp f 1 | 0.470 | 0.116 | −0.206 | 0.438 | 0.384 | −0.140 | −0.460 | 0.181 |
| Asp f 3 | 0.397 | −0.136 | −0.457 | 0.185 | 0.537 | 0.099 | −0.223 | 0.421 |
| Asp f 4 | 0.253 | −0.183 | −0.501 | 0.136 | 0.534 | 0.100 | −0.222 | 0.422 |
| Asp f 6 | 0.458 | 0.119 | −0.202 | 0.441 | 0.311 | 0.162 | −0.158 | 0.482 |
| Can f 1 | 0.014 | 0.381 | 0.082 | 0.681 | 0.060 | −0.297 | −0.606 | 0.013 |
| Can f 2 | 0.761 | −0.049 | −0.373 | 0.274 | 0.656 | 0.072 | −0.251 | 0.395 |
| Can f 3 | 0.003 | −0.457 | −0.745 | −0.169 | 0.013 | 0.383 | 0.084 | 0.682 |
| Can f 4 | 0.840 | −0.033 | −0.356 | 0.291 | 0.847 | −0.031 | −0.355 | 0.293 |
| Can f 6 | 0.761 | −0.049 | −0.373 | 0.274 | 0.939 | −0.012 | −0.336 | 0.312 |
| Fel d 1 | 0.965 | 0.007 | −0.317 | 0.331 | 0.372 | −0.143 | −0.464 | 0.177 |
| Fel d 4 | 0.146 | −0.231 | −0.546 | 0.084 | 0.738 | 0.054 | −0.270 | 0.377 |
| Fel d 7 | 0.320 | 0.159 | −0.161 | 0.479 | 0.218 | −0.197 | −0.514 | 0.121 |
Table 3.
Linear regression analysis of allergen sensitizations and spirometry values: FEV1 and VC. Red color indicates statistical significance.
Table 3.
Linear regression analysis of allergen sensitizations and spirometry values: FEV1 and VC. Red color indicates statistical significance.
| FEV1 | VC | |||||||
|---|---|---|---|---|---|---|---|---|
| Allergen | p Value | Beta | Confidence Interval Range | p Value | Beta | Confidence Interval Range | ||
| Phl p 1 | 0.018 | 0.367 | 0.066 | 0.668 | 0.076 | 0.280 | −0.030 | 0.591 |
| Phl p 2 | 0.004 | 0.441 | 0.150 | 0.732 | 0.043 | 0.317 | 0.010 | 0.624 |
| Phl p 5 | 0.001 | 0.507 | 0.228 | 0.786 | 0.005 | 0.432 | 0.140 | 0.724 |
| Phl p 6 | 0.005 | 0.429 | 0.136 | 0.721 | 0.020 | 0.362 | 0.060 | 0.664 |
| Bet v 1 | 0.355 | 0.148 | −0.172 | 0.469 | 0.435 | 0.125 | −0.196 | 0.447 |
| Bet v 2 | 0.243 | 0.186 | −0.132 | 0.505 | 0.690 | 0.064 | −0.259 | 0.387 |
| Bet v 6 | 0.302 | 0.165 | −0.154 | 0.485 | 0.986 | −0.003 | −0.327 | 0.321 |
| Art v 1 | 0.127 | 0.242 | −0.072 | 0.557 | 0.217 | 0.197 | −0.121 | 0.514 |
| Art v 3 | 0.875 | −0.025 | −0.349 | 0.299 | 0.467 | 0.117 | −0.205 | 0.438 |
| Der f 1 | 0.527 | 0.102 | −0.220 | 0.424 | 0.339 | 0.153 | −0.167 | 0.473 |
| Der f 2 | 0.093 | 0.266 | −0.046 | 0.578 | 0.334 | 0.155 | −0.165 | 0.475 |
| Der p 1 | 0.481 | 0.113 | −0.209 | 0.435 | 0.294 | 0.168 | −0.151 | 0.487 |
| Der p 2 | 0.091 | 0.268 | −0.044 | 0.580 | 0.318 | 0.160 | −0.160 | 0.480 |
| Der p 5 | 0.589 | 0.087 | −0.236 | 0.410 | 0.433 | 0.126 | −0.196 | 0.447 |
| Der p 7 | 0.049 | 0.309 | 0.001 | 0.617 | 0.166 | 0.220 | −0.095 | 0.536 |
| Lep d 2 | 0.639 | 0.076 | −0.247 | 0.398 | 0.480 | 0.113 | −0.208 | 0.435 |
| Tyr p 2 | 0.632 | 0.077 | −0.246 | 0.400 | 0.482 | 0.113 | −0.209 | 0.435 |
| Alt a 1 | 0.951 | 0.010 | −0.314 | 0.334 | 0.763 | 0.048 | −0.275 | 0.372 |
| Alt a 6 | 0.581 | −0.089 | −0.411 | 0.234 | 0.374 | 0.142 | −0.178 | 0.463 |
| Asp f 1 | 0.056 | −0.301 | −0.610 | 0.008 | 0.542 | −0.098 | −0.420 | 0.224 |
| Asp f 3 | 0.748 | 0.052 | −0.272 | 0.375 | 0.735 | 0.055 | −0.269 | 0.378 |
| Asp f 4 | 0.803 | 0.040 | −0.284 | 0.364 | 0.750 | 0.051 | −0.272 | 0.375 |
| Asp f 6 | 0.037 | −0.327 | −0.633 | −0.021 | 0.774 | −0.046 | −0.370 | 0.277 |
| Can f 1 | 0.216 | −0.198 | −0.515 | 0.120 | 0.035 | −0.330 | −0.636 | −0.025 |
| Can f 2 | 0.875 | −0.025 | −0.349 | 0.299 | 0.467 | 0.117 | −0.205 | 0.438 |
| Can f 3 | 0.003 | 0.457 | 0.169 | 0.745 | 0.297 | 0.167 | −0.152 | 0.486 |
| Can f 4 | 0.616 | 0.081 | −0.242 | 0.403 | 0.433 | 0.126 | −0.196 | 0.447 |
| Can f 6 | 0.847 | 0.031 | −0.293 | 0.355 | 0.659 | −0.071 | −0.394 | 0.252 |
| Fel d 1 | 0.540 | −0.099 | −0.421 | 0.224 | 0.234 | −0.190 | −0.508 | 0.128 |
| Fel d 4 | 0.949 | 0.010 | −0.314 | 0.334 | 0.738 | −0.054 | −0.377 | 0.270 |
| Fel d 7 | 0.252 | −0.183 | −0.501 | 0.135 | 0.063 | −0.293 | −0.603 | 0.017 |
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Romantowski, J.; Górska, A.; Moszkowska, G.; Kulczycka, J.; Minkowska, K.; Rolewicz, A.; Nittner-Marszalska, M.; Niedoszytko, M. Atopy and Multisensitizations in Specific IgE Microarrays and Their Impact on Severe Asthma. Life 2022, 12, 1520. https://doi.org/10.3390/life12101520
AMA Style
Romantowski J, Górska A, Moszkowska G, Kulczycka J, Minkowska K, Rolewicz A, Nittner-Marszalska M, Niedoszytko M. Atopy and Multisensitizations in Specific IgE Microarrays and Their Impact on Severe Asthma. Life. 2022; 12(10):1520. https://doi.org/10.3390/life12101520
Chicago/Turabian StyleRomantowski, Jan, Aleksandra Górska, Grażyna Moszkowska, Julia Kulczycka, Karolina Minkowska, Agata Rolewicz, Marita Nittner-Marszalska, and Marek Niedoszytko. 2022. "Atopy and Multisensitizations in Specific IgE Microarrays and Their Impact on Severe Asthma" Life 12, no. 10: 1520. https://doi.org/10.3390/life12101520
APA StyleRomantowski, J., Górska, A., Moszkowska, G., Kulczycka, J., Minkowska, K., Rolewicz, A., Nittner-Marszalska, M., & Niedoszytko, M. (2022). Atopy and Multisensitizations in Specific IgE Microarrays and Their Impact on Severe Asthma. Life, 12(10), 1520. https://doi.org/10.3390/life12101520
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