Abstract
Objectives
The aim of this study was to explore the differences in the pattern of allergen sensitization in CR individuals without or with asthma, according to asthma severity.
Methods
A total of 1066 adults were evaluated. Asthma and chronic⁄allergic rhinits were identified by specialists, questionnaries and skin-prick test. The phenotypic characterization was avaliable from skin-prick test to an aeroallergen extended panel, total IgE and pulmonary function. Using questionnaires and clinical evaluation, participants were classified into the groups: chronic rhinitis alone (CRA) and chronic rhinitis + asthma, the latter subdivided into CR + mild asthma (CRMA) and CR + moderate to severe asthma (CRMSA). Aerollergen sensitization was defined by a positive prick test to one or more allergens associated with nasal symptoms and/or asthma. The association between CR and asthma was evaluated by multivariable logistic regression. The evidence of effect modification of pattern of sensitization in CR on the association with asthma severity and outcomes was examined by introducing interactions terms in the logistic regression models adjusting for confounders.
Results
Frequency of sensitization to aeroallergens was higher in association with asthma in comparison to CRA (CRMA 70.4%; CRMSA 65.0%; CRA 47.0%; p= 0.000). Similarly, the presence of asthma was associated to aeroallergen multiple sensitization (51.5%) (OR = 2.10, 95% CI 1.27-3.50). Additionally, the sensitization to mites, cockroaches, animal epithelium, grasses, and molds, were higher in asthma (56.8%, 24.3%, 12%, 7.13% and 10.3%, respectively). Sensitization to Alternaria alternata, Cladosporium herbarum and dog epithelium was exclusive in asthma groups. A concomitant asthma diagnosis was directly associated with a positive allergen sensitization at least one allergen (62.7%, OR = 2.45, 95% CI 1.80-3.34) and polissensitization (51.5%, OR = 2.10, 95% CI 1.27-3.50).
Conclusion
Asthma is associated with multiple allergen sensitization among patients with CR. Some unique profiles of aeroallergen sensitization were observed in patients with CR and asthma. Nevertheless, no difference was found in the sensitization in relation to asthma severity, which suggest atopy is not the main underlying mechanism for asthma severity among patients with CR.
Level of evidence: Level 3.
Keywords
Allergic sensitization; Chronic rhinitis; Asthma; Severe asthma; Indoor allergens
Highlights
The chance of asthma in polysensitization individuals is increased.
Allergic rhinitis is a relevant and independent risk factor for asthma development.
Lower airway obstruction should be evaluated in patients with chronic rhinitis.
Polysensitization and asthma are associated in a low-income setting in Brazil.
Introduction
Chronic rhinitis (CR) is defined as an inflammatory condition that results in chronic dysfunction of the nasal mucosa,11 International Consensus Report on the diagnosis and management of rhinitis. International Rhinitis Management Working Group. Allergy. 1994;49(19 Suppl):1-34. which can be found in over 80% of patients with asthma.22 Navarro A, Valero A, Julia B, Quirce S. Coexistence of asthma and allergic rhinitis in adult patients attending allergy clinics: ONEAIR study. J Investig Allergol Clin Immunol. 2008;18:233-8. Allergic rhinitis is the most common type of CR, some 10%-40% of patients with allergic rhinitis are diagnosed with asthma33 Orlandi RR, Kingdom TT, Smith TL, Bleier B, DeConde A, Luong AU, et al. International consensus statement on allergy and rhinology: rhinosinusitis 2021. Int Forum Allergy Rhinol. 2021;11:213-739. and allergic sensitization is a major risk factor for the development of asthma, both in adults and children.44 Gough H, Grabenhenrich L, Reich A, Eckers N, Nitsche O, Schramm D, et al. Allergic multimorbidity of asthma, rhinitis and eczema over 20 years in the German birth cohort MAS. Pediatr Allergy Immunol. 2015;26:431-7.
The association between atopy and asthma appears to be specific to sensitization to aeroallergens, and inhalable allergens have a greater clinical relevance, both in rhinitis and asthma. In Brazil, those originating from dust mites, cockroaches, fungi, animal epitelia and pollens are the most relevant.55 Sakano E, Sarinho ESC, Cruz AA, Pastorino AC, Tamashiro E, Kuschnir F, et al. IV Brazilian Consensus on Rhinitis - an update on allergic rhinitis. Braz J Otorhinolaryngol. 2017;84:3-14.
Recently, several studies have demonstrated the importance of allergic sensitization in childhood, as a high-risk predictor for the development of persistent asthma.66 Sly PD, Boner AL, Bjorksten B, Bush A, Custovic A, Eigenmann PA, et al. Early identification of atopy in the prediction of persistent asthma in children. Lancet. 2008;372:1100-6.
Allergic rhinitis is a relevant and independent risk factor for asthma development, often preceding bronchial hyperreactivity66 Sly PD, Boner AL, Bjorksten B, Bush A, Custovic A, Eigenmann PA, et al. Early identification of atopy in the prediction of persistent asthma in children. Lancet. 2008;372:1100-6.,77 Ciprandi G, Cirillo I, Klersy C. Lower airways may also be affected in asymptomatic patients with recent onset of allergic rhinitis. Laryngoscope. 2010;120:1288-91. and asthma.77 Ciprandi G, Cirillo I, Klersy C. Lower airways may also be affected in asymptomatic patients with recent onset of allergic rhinitis. Laryngoscope. 2010;120:1288-91.,88 Brozek JL, Bousquet J, Agache I, Agarwal A, Bachert C, Bosnic-Anticevich S, et al. Allergic Rhinitis and its Impact on Asthma (ARIA) guidelines-2016 revision. J Allergy Clin Immunol. 2017;140:950-8. Although there are several studies demonstrating aeroallergen sensitization is associated with the risk of asthma,88 Brozek JL, Bousquet J, Agache I, Agarwal A, Bachert C, Bosnic-Anticevich S, et al. Allergic Rhinitis and its Impact on Asthma (ARIA) guidelines-2016 revision. J Allergy Clin Immunol. 2017;140:950-8.
9 Cruz AA. The ‘united airways’ require an holistic approach to management. Allergy. 2005;60:871-4.-1010 Saranz RJ, Lozano A, Lozano NA, Ponzio MF, Cruz AA. Subclinical lower airways correlates of chronic allergic and non-allergic rhinitis. Clin Exp Allergy. 2017;47:988-97. it is still unclear whether there is an association between sensitization and severity of asthma.
The aim of this study was to explore the differences in the pattern of allergen sensitization measured through skin prick test (SPT) in CR individuals without or with asthma, according to its severity. To the best of our knowledge, there has been no publication exploring this subject in the literature yet. The results of this study may clarify whether there is a specific sensitization profile in individuals with CR according to the presence of asthma and its severity.
Methods
Study population
This study is a sectional analysis nested in a cohort, performed according to standardised operating procedures,1010 Saranz RJ, Lozano A, Lozano NA, Ponzio MF, Cruz AA. Subclinical lower airways correlates of chronic allergic and non-allergic rhinitis. Clin Exp Allergy. 2017;47:988-97.,1111 Cruz AA, Riley JH, Bansal AT, et al. Asthma similarities across ProAR (Brazil) and U-BIOPRED (Europe) adult cohorts of contrasting locations, ethnicity and socioeconomic status. Respir Med. 2020;161:105817. that was carried out from 2013 to 2015. The classification of individuals with mild asthma was based on current concepts of severity by a doctor’s interview,1111 Cruz AA, Riley JH, Bansal AT, et al. Asthma similarities across ProAR (Brazil) and U-BIOPRED (Europe) adult cohorts of contrasting locations, ethnicity and socioeconomic status. Respir Med. 2020;161:105817.,1212 Lima-Matos A, Ponte EV, de Jesus JPV, Almeida PCA, Lima VB, Kwon N, et al. Eosinophilic asthma, according to a blood eosinophil criterion, is associated with disease severity and lack of control among underprivileged urban Brazilians. Respir Med. 2018;145:95-100. and classification to severe asthma was based on the presence of any of the following criteria: (I) report of daily symptoms, (II) frequent exacerbations or nocturnal symptoms, (III) limitation in their physical activities, (IV) reduced lung function (FEV1 or peak expiratory flow ≤60%) or FEV1 or peak expiratory flow variability > 30%. All individuals with moderate to severe asthma were being treated with a combination of medium or high doses of inhaled corticosteroids. Patients with severe asthma were followed for at least six months.
Recruitment criteria of Individuals without asthma and with mild asthma, and exclusion criteria of the cohort are well described in a recent publication of ours.1010 Saranz RJ, Lozano A, Lozano NA, Ponzio MF, Cruz AA. Subclinical lower airways correlates of chronic allergic and non-allergic rhinitis. Clin Exp Allergy. 2017;47:988-97.,1111 Cruz AA, Riley JH, Bansal AT, et al. Asthma similarities across ProAR (Brazil) and U-BIOPRED (Europe) adult cohorts of contrasting locations, ethnicity and socioeconomic status. Respir Med. 2020;161:105817.
A total of 1066 subjects were included and classified into the groups chronic rhinitis (CR) alone (CRA, n = 212) and chronic rhinitis and concomitant asthma (n = 854). Individuals with CR and concomitant asthma were subdivided into CR + mild asthma (CRMA, n = 408) and CR + moderate to severe asthma (CRMSA, n = 446).
This study was approved by the Research Ethics Committee. All participants recruited and who agreed to participate in the study, accepted and signed the informed consent form.
Chronic rhinitis diagnosis and atopy status
The diagnosis of CR was established through clinical evaluation by a specialist physician, with clinical history and physical examination compatible with the disease. The criteria used for the etiological definition and severity of allergic rhinitis in patients with asthma and individuals without asthma in the present study were those established by ARIA 2008,1212 Lima-Matos A, Ponte EV, de Jesus JPV, Almeida PCA, Lima VB, Kwon N, et al. Eosinophilic asthma, according to a blood eosinophil criterion, is associated with disease severity and lack of control among underprivileged urban Brazilians. Respir Med. 2018;145:95-100.,1313 Bousquet J, Khaltaev N, Cruz AA, et al. Allergic Rhinitis and its Impact on Asthma (ARIA) 2008 update (in collaboration with the World Health Organization, GA(2)LEN and AllerGen). Allergy. 2008;63 Suppl 86:8-160. in which the presence of symptoms such as sneezing, runny nose, nasal/ocular itching, as well as the intensity of symptoms and their duration are considered.
All patients included in the study were diagnosed with chronic rhinitis, and underwent the skin prick test for allergy with an extended panel, comprising the aeroallergens considered relevant in the Northeast of Brazil: Aspergillus flavus, Aspergillus fumigatus, Aspergillus niger, Alternaria alternata, Cladosporium herbarum, Dermatophagoides farinae, Dermatophagoides pteronyssinus, Blomia tropicalis, cat epithelium, dog epithelium, Blatella germanica, Periplaneta americana, Paspalum notatum and Cynodon dactolon (Immunotech Biopharm Ltd., Rio de Janeiro, Brazil). The SPT was performed as described in Bousquet et al. 2012 by pricking the skin of the forearm,1313 Bousquet J, Khaltaev N, Cruz AA, et al. Allergic Rhinitis and its Impact on Asthma (ARIA) 2008 update (in collaboration with the World Health Organization, GA(2)LEN and AllerGen). Allergy. 2008;63 Suppl 86:8-160.,1414 Bousquet J, Heinzerling L, Bachert C, Papadopoulos NG, Bousquet PJ et al. Practical guide to skin prick tests in allergy to aeroallergens. Allergy. 2012;67:18-24. with a lancet through a drop of an allergen extract. The test reading occurred 15 min after the puncture, being considered positive when the papules had a mean diameter greater than 3 mm, after subtracting the diameter of the negative control. Those patients who presented positive SPT to at least one aeroallergen, and with a clinical history compatible with symptoms of CR associated to aeroallergens exposure were diagnosed to have allergic rhinitis (AR), and classified as a subgroup of CR.
Statistical analysis
The statistical software of Statistical Product and Service Solutions (SPSS) version 26.0 (Armonk, NY: IBM Corp) and GraphPad Prism version 8.4 (GraphPad Software, SanDiego) were used to perform the statistical analysis. The distribution of variables was examined by the Kolmogorov-Smirnov test. Comparisons of continuous variables between 2 or more groups were performed using nonparametric methods, such as Mann-Whitney test and Kruskal-Wallis test, respectively. Furthermore, the Chi-square test was used to analyze categorical variables and the correlation between each variable and the SPT result. Clinical variables of interest were managed by logistical regression analysis. In addition, the results are expressed in median (first and third quartiles). All statistical tests were two-tailed, and the values of p< 0.05 was considered statistically significant.
Results
Study population characteristics
Table 1 shows the general characteristics of the sample. The median age was higher in the CRMSA group compared to CR alone (CRA) or with mild asthma (CRMA) (p< 0.001). The female sex was more frequent in all groups, mainly in CRA (90.1%). Family income was lower in the CRMSA group compared to the other groups and a greater median of the number of siblings was observed in this group compared to CRMA, but the same of CRA. In addition, the CRMSA group had a higher frequency of subjects with a body mass index (BMI) ≥ 30 kg/m2.
Regarding pulmonary function parameters, the pre-bronchodilator FEV1% predicted was lower in the CRMSA group compared to the other groups. We did not observe a significant difference in relation to the age of onset of the disease between the groups with asthma. The level of serum IgE was higher in both groups with asthma (CRMA and CRMSA) compared to the group without asthma (CRA), just as the level of IgE was higher in individuals with CRMSA than in subjects with CRMA. Asthma control was measured by the Asthma Control Questionnaire (ACQ-6). Patients with CRMA had better control compared to patients with CRMSA (p< 0.001). The highest frequence of AR was found in the CRMA group. As for the classification of AR, according to ARIA, CR with concomitant asthma had a higher frequency of moderate to severe and persistent rhinitis, compared to the group with only CR (p< 0.001) (Table 1).
Aeroallergen sensitization profile in chronic rhinitis individuals with or without asthma
The frequency of positive SPT for different aeroallergens among patients with CR with or without asthma is shown in Table 2. The groups with CR and concomitant asthma (CRMA and CRMSA) had a higher frequency of positive tests for at least one aeroallergen compared to the CRA group. This increase was slightly accentuated for the CRMA group. Similarly, we observed that the positivity of most aeroallergens was higher in the CRMA and CRMSA groups, and the frequency of this positivity was also slightly higher in the CRMA group. However, of the 14 aeroallergens in the extended panel, 3 infrequently positive allergens did not show any significant difference between the groups: A. flavus, A. niger and C. dactolon. No positivity was observed to any of 3 aeroallergens (A. alternata, C. herbarum and dog epithelium) in the CRA group (Table 2).
In order to better understand the profile of sensitization to aeroallergens between the groups, we divided them into 5 categories: mites, cockroaches, grasses, molds and epithelia of animals. We observed that the frequency of positivity to multiple aeroallergens, as well as to the established groups (mites, cockroaches, grasses, molds, and epithelia of animals) was higher among individuals with CR and asthma, mainly in the CRMA group, in relation to CRA group (Table 3).
In addition, we performed an association analysis to find out whether the presence of a profile of sensitization or sensitization to multiple aeroallergens could influence asthma severity, shown in Tables 4 and 5. We observed that, in general, aeroallergen sensitization increases the risk for the outcome chronic rhinitis and asthma. An individual is two times more likely to have asthma if he has sensitization to any aeroallergen, regardless the type and number (Table 4). However, this chance increases if sensitization is to cockroaches (OR = 2.91), and it is even higher if sensitization is to grasses or animal epithelium (OR = 3.99). These results were maintained when the adjusted analysis was performed for female gender, age, number of siblings (data not shown) and family income (data not shown) (Table 4).
Association of the sensitization profile with the presence of asthma in individuals with chronic rhinitis.
Association between the sensitization profile and asthma severity in individuals with chronic rhinitis.
We also assessed whether these sensitizations may be associated with asthma severity, and we noted that, individuals who have sensitized to more than 2 aeroallergens or sensitized to mites were less likely to have the severe form disease. Thus, apparently, aeroallergen sensitization among asthmatic subjects with CR was inversely associated with severe asthma, but the association did not have remain in the adjusted analysis (Table 5).
Discussion
In this study we assessed the profile of sensitization to aeroallergens through SPT in individuals with chronic rhinitis, with or without asthma, as well as the main clinical characteristics associated with asthma severity. Our data showed a lower frequency aeroallergen sensitization in individuals with chronic rhinitis, with a positive association for polysensitization in the presence of asthma, even after adjusting for potential confounders. Regarding the severity of asthma, no significant difference was found considering the profile of aeroallergens.
In recent years, there has been increased interest in the study of the association between asthma and rhinitis, since both illnesses present similar pathophysiological mechanisms, involving nasal and bronchial dysfunction,99 Cruz AA. The ‘united airways’ require an holistic approach to management. Allergy. 2005;60:871-4.,1010 Saranz RJ, Lozano A, Lozano NA, Ponzio MF, Cruz AA. Subclinical lower airways correlates of chronic allergic and non-allergic rhinitis. Clin Exp Allergy. 2017;47:988-97. but to consider them as a single disease may be an oversimplification.
We observed that the majority of patients with chronic rhinitis and concomitant asthma are sensitized to aeroallergens (Table 4), similar to that previously described by other studies, in which more than 70% of patients are sensitized to more than one aeroallergen, both in the adult and pediatric population.1414 Bousquet J, Heinzerling L, Bachert C, Papadopoulos NG, Bousquet PJ et al. Practical guide to skin prick tests in allergy to aeroallergens. Allergy. 2012;67:18-24.
15 Bousquet J, Anto JM, Bachert C et al. Factors responsible for differences between asymptomatic subjects and patients presenting an IgE sensitization to allergens. A GA2LEN project. Allergy. 2006;61:671-80.
16 Ciprandi G, Cirillo I. Monosensitization and polysensitization in allergic rhinitis. Eur J Intern Med. Dec 2011;22:e75-9.
17 de Bot CMA, Roder E, Pols DHJ et al. Sensitisation patterns and association with age, gender, and clinical symptoms in children with allergic rhinitis in primary care: a cross-sectional study. Prim Care Respir J. 2013;22:155-60.-1818 Burte E, Bousquet J, Varraso R, et al. Characterization of Rhinitis According to the Asthma Status in Adults Using an Unsupervised Approach in the EGEA Study. PLoS One. 2015;10:e0136191. We found a more frequent polysensitization in patients with CR and concomitant asthma, as well as Siroux et al., who assessed the profile of sensitization by serum specific IgE, and found high frequency of polysensitization in adults and adolescents with rhinitis and asthma.1818 Burte E, Bousquet J, Varraso R, et al. Characterization of Rhinitis According to the Asthma Status in Adults Using an Unsupervised Approach in the EGEA Study. PLoS One. 2015;10:e0136191.,1919 Siroux V, Ballardini N, Soler M, Lupinek C, Boudier A, Pin I, et al. The asthma-rhinitis multimorbidity is associated with IgE polysensitization in adolescents and adults. Allergy. 2018;73:1447-58. These results are consistent with other studies that evaluated the profile of allergic sensitization, including patients with severe asthma.1919 Siroux V, Ballardini N, Soler M, Lupinek C, Boudier A, Pin I, et al. The asthma-rhinitis multimorbidity is associated with IgE polysensitization in adolescents and adults. Allergy. 2018;73:1447-58.
20 Keet CA, Matsui EC, McCormack MC, Peng RD. Urban residence, neighborhood poverty, race/ethnicity, and asthma morbidity among children on Medicaid. J Allergy Clin Immunol. 2017;140:822-7.-2121 Virot E, Godet J, Khayath N, Ott M, Dazy A, de Blay F. Cluster analysis of indoor environmental factors associated with symptoms of mite allergy. Ann Allergy Asthma Immunol. 2019;123:280-3. Nevertheless, no association was found between polysensitization and asthma severity in our sample. Similarly, Ponte et al., showed that positive SPT was not a predictor of asthma control neither of worse prognosis in adults with asthma.2121 Virot E, Godet J, Khayath N, Ott M, Dazy A, de Blay F. Cluster analysis of indoor environmental factors associated with symptoms of mite allergy. Ann Allergy Asthma Immunol. 2019;123:280-3.,2222 Ponte EV, Franco R, Nascimento HF, Souza-Machado A, Cunha S, Barreto ML, Naspitz C, Cruz AA. Lack of control of severe asthma is associated with co-existence of moderate-to-severe rhinitis. Allergy. 2008;63:564-9.
In our study we observed that the presence of more persistent and more severe symptoms of allergic rhinitis occurred among individuals with chronic rhinitis associated with asthma compared to those with chronic rhinitis alone (Table 1). This corroborates with Bousquet et al., that showed in the Allergic Rhinitis and its Impact on Asthma (ARIA) update that the persistence of allergic disease is most often associated with various comorbidities, in addition to aeroallergen polysensitization.1212 Lima-Matos A, Ponte EV, de Jesus JPV, Almeida PCA, Lima VB, Kwon N, et al. Eosinophilic asthma, according to a blood eosinophil criterion, is associated with disease severity and lack of control among underprivileged urban Brazilians. Respir Med. 2018;145:95-100.,1313 Bousquet J, Khaltaev N, Cruz AA, et al. Allergic Rhinitis and its Impact on Asthma (ARIA) 2008 update (in collaboration with the World Health Organization, GA(2)LEN and AllerGen). Allergy. 2008;63 Suppl 86:8-160. It is worth to note that polysensitization, and not only aeroallergen sensitization, was associated with the presence of asthma in our study. Similarly, Burte et al., showed that individuals with allergic rhinitis having a high rate of polysensitization had a higher chance of presenting other manifestation of atopy, such as allergic conjunctivitis and atopic asthma.1717 de Bot CMA, Roder E, Pols DHJ et al. Sensitisation patterns and association with age, gender, and clinical symptoms in children with allergic rhinitis in primary care: a cross-sectional study. Prim Care Respir J. 2013;22:155-60.,1818 Burte E, Bousquet J, Varraso R, et al. Characterization of Rhinitis According to the Asthma Status in Adults Using an Unsupervised Approach in the EGEA Study. PLoS One. 2015;10:e0136191.
To explain the interaction between upper and lower airways, particularly the relationship between allergic rhinitis and asthma, several mechanisms have been proposed.2222 Ponte EV, Franco R, Nascimento HF, Souza-Machado A, Cunha S, Barreto ML, Naspitz C, Cruz AA. Lack of control of severe asthma is associated with co-existence of moderate-to-severe rhinitis. Allergy. 2008;63:564-9.,2323 Giavina-Bianchi P, Aun MV, Takejima P, Kalil J, Agondi RC. United airway disease: current perspectives. J Asthma Allergy. 2016;9:93-100. Among these mechanisms, a crucial role of upper airway disease inducing and maintaining lower airway disease was demonstrated by the presence of thickening of the basement membrane of the epithelium, a typical marker of remodeling of the lower airway, not only in patients with asthma, but also in atopic patients without asthma and patients with allergic rhinitis.2323 Giavina-Bianchi P, Aun MV, Takejima P, Kalil J, Agondi RC. United airway disease: current perspectives. J Asthma Allergy. 2016;9:93-100.,2424 Bousquet J, Jacot W, Vignola AM, Bachert C, Van Cauwenberge P. Allergic rhinitis: a disease remodeling the upper airways? J Allergy Clin Immunol. 2004;113(1):43-9.
The impact of the presence and severity upper airway disease on asthma severity and poor control is evidente.2222 Ponte EV, Franco R, Nascimento HF, Souza-Machado A, Cunha S, Barreto ML, Naspitz C, Cruz AA. Lack of control of severe asthma is associated with co-existence of moderate-to-severe rhinitis. Allergy. 2008;63:564-9.,2525 Amelink M, de Groot JC, de Nijs SB, Lutter R, Zwinderman AH, Sterk PJ, et al. Severe adult-onset asthma: A distinct phenotype. J Allergy Clin Immunol. 2013;132:336-41.,2626 Phillips KM, Hoehle LP, Bergmark RW, Campbell AP, Caradonna DS, Gray ST, et al. Chronic rhinosinusitis severity is associated with need for asthma-related systemic corticosteroids. Rhinology. 2017;55:211-7. Regarding asthma severity and/or control and allergic rhinitis, a trial conducted by Bousquet et al., found that the presence of self-reported allergic rhinitis in patients with asthma resulted in a higher rate of asthma attacks in comparison to patients with asthma without concomitant allergic rhinitis.2727 Bousquet J, Gaugris S, Kocevar VS, Zhang Q, Yin DD, Polos PG, et al. Increased risk of asthma attacks and emergency visits among asthma patients with allergic rhinitis: a subgroup analysis of the investigation of montelukast as a partner agent for complementary therapy [corrected]. Clin Exp Allergy. 2005;35:723-7. In addition, patients with concomitant allergic rhinitis and asthma have more asthma attacks and emergency visits.2222 Ponte EV, Franco R, Nascimento HF, Souza-Machado A, Cunha S, Barreto ML, Naspitz C, Cruz AA. Lack of control of severe asthma is associated with co-existence of moderate-to-severe rhinitis. Allergy. 2008;63:564-9.,2828 Valovirta E, Pawankar R. Survey on the impact of comorbid allergic rhinitis in patients with asthma. BMC Pulm Med. Nov 30 2006;6 Suppl 1(Suppl 1):S3. Furthermore, nasosinusal symptoms severity is also closely associated with asthma control status (e.g., ACT score, FEV1 and acute exacerbations) among patients with asthma and persistent nasal symptoms.2222 Ponte EV, Franco R, Nascimento HF, Souza-Machado A, Cunha S, Barreto ML, Naspitz C, Cruz AA. Lack of control of severe asthma is associated with co-existence of moderate-to-severe rhinitis. Allergy. 2008;63:564-9.,2929 Huang C-C, Chang P-H, Wu P-W, Wang C-H, Fu C-H, Huang C-C, et al. Impact of nasal symptoms on the evaluation of asthma control. Medicine (Baltimore). 2017;96:e6147.,3030 Cruz AA, Riley JH, Bansal AT, Ponte EV, Souza-Machado A et al.; ProAR Study Group; U-BIOPRED Study Groups. Asthma similarities across ProAR (Brazil) and U-BIOPRED (Europe) adult cohorts of contrasting locations, ethnicity and socioeconomic status. Respir Med. 2020;161:105817.
Regarding phenotypic characteristics of asthma, it is known that late onset asthma is less associated with atopy, has a worse prognosis, besides poor responsiveness to treatment, as compared to individuals with childhood-initiated asthma.3131 de Nijs SB, Venekamp LN, Bel EH. Adult-onset asthma: is it really different? Eur Respir Rev. 2013;22:44-52. The age of onset asthma symptoms is considered early when it started less than 12 years old,3232 Moore WC, Meyers DA, Wenzel SE, et al. Identification of asthma phenotypes using cluster analysis in the Severe Asthma Research Program. Am J Respir Crit Care Med. 2010;181:315-323. and our population had a median less than this age (7 years old for CRMA and 10 for CRMSA; Table 1). This type of patient tends to have a strong association between allergen exposure and asthma symptoms,3333 Pongracic JA, Krouse RZ, Babineau DC, Zoratti EM, Cohen RT, Wood RA, et al. Distinguishing characteristics of difficult-to-control asthma in inner-city children and adolescents. J Allergy Clin Immunol. 2016;138:1030-41. and between upper and lower airway symptoms.3434 Wu TJ, Chen BY, Lee YL, Hsiue TR, Wu CF, Guo YL. Different severity and severity predictors in early-onset and late-onset asthma: a taiwanese population-based study. Respiration. 2015;90:384-92.,3535 de Magalhães Simões S, da Cunha SS, Cruz AA, Dias KC, Alcântara-Neves NM, et al. A community study of factors related to poorly controlled asthma among Brazilian urban children. PLoS One. 2012;7(5):e37050. Both asthma and allergic diseases such as rhinitis, are commonly developed in childhood, and studies of birth cohorts have been shown that allergic sensitization in childhood represents a risk factor for the development of both diseases,3636 Bousquet J, Gern JE, Martinez FD, Anto JM, Johnson CC, Holt PG, et al. Birth cohorts in asthma and allergic diseases: report of a NIAID/NHLBI/MeDALL joint workshop. J Allergy Clin Immunol. 2014;133:1535-46. and children delivered by cesarean section with parental history of asthma had an increased risk of chronic rhinitis and allergic rhinitis.3737 Brandão HV, Vieira GO, de Oliveira Vieira T, Camargos PA, de Souza Teles CA, Guimarães AC, et al. Increased risk of allergic rhinitis among children delivered by cesarean section: a cross-sectional study nested in a birth cohort. BMC Pediatr. 2016;27:16-57. The polysensitization phenotype associated with early onset asthma starts in the first years of life, and seems to persist throughout life.3838 Siroux V, Ballardini N, Soler M, Lupinek C, Boudier A, Pin I, et al. The asthma-rhinitis multimorbidity is associated with IgE polysensitization in adolescents and adults. Allergy. 2018;73:1447-58.
Another way to assess the presence of allergy is by dosage of serum levels of total IgE, values above 160 IU/mL are considered suggestive of allergy.1111 Cruz AA, Riley JH, Bansal AT, et al. Asthma similarities across ProAR (Brazil) and U-BIOPRED (Europe) adult cohorts of contrasting locations, ethnicity and socioeconomic status. Respir Med. 2020;161:105817.,1212 Lima-Matos A, Ponte EV, de Jesus JPV, Almeida PCA, Lima VB, Kwon N, et al. Eosinophilic asthma, according to a blood eosinophil criterion, is associated with disease severity and lack of control among underprivileged urban Brazilians. Respir Med. 2018;145:95-100. We noticed that these levels were significantly higher in the groups with concomitant rhinitis and asthma (Table 1), consistent with what was demonstrated in the study of Burte et al.2424 Bousquet J, Jacot W, Vignola AM, Bachert C, Van Cauwenberge P. Allergic rhinitis: a disease remodeling the upper airways? J Allergy Clin Immunol. 2004;113(1):43-9.,3939 Burte E, Bousquet J, Siroux V, Just J, Jacquemin B, Nadif R. The sensitization pattern differs according to rhinitis and asthma multimorbidity in adults: the EGEA study. Clin Exp Allergy. 2017;47:520-9. The authors observed a higher level of total serum IgE in the allergic rhinitis and asthma groups, compared to groups without asthma or rhinitis, or with non-allergic rhinitis only,2424 Bousquet J, Jacot W, Vignola AM, Bachert C, Van Cauwenberge P. Allergic rhinitis: a disease remodeling the upper airways? J Allergy Clin Immunol. 2004;113(1):43-9.,3939 Burte E, Bousquet J, Siroux V, Just J, Jacquemin B, Nadif R. The sensitization pattern differs according to rhinitis and asthma multimorbidity in adults: the EGEA study. Clin Exp Allergy. 2017;47:520-9. indicating a greater tendency to allergic phenotype in these individuals. This phenotype of allergic rhinitis and asthma is associated with eosinophilia, high levels of serum IgE and cytokine of the Th2 profile.4040 Del Giacco SR, Bakirtas A, Bel E, Custovic A, Diamant Z, Hamelmann E, et al. Allergy in severe asthma. Allergy. 2017;72:207-20.
Additionally, we found that the prevalence and severity of allergic rhinitis was significantly higher in the groups with concomitant rhinitis and asthma (Table 1). Orlandi et al. have also suggested that asthma is more common in patients with persistent moderate-severe rhinitis, compared to those with mild rhinitis.33 Orlandi RR, Kingdom TT, Smith TL, Bleier B, DeConde A, Luong AU, et al. International consensus statement on allergy and rhinology: rhinosinusitis 2021. Int Forum Allergy Rhinol. 2021;11:213-739. It had already been previously reported by Ponte et al., that found in a population with severe asthma, moderate to severe rhinitis is a stronger predictor for greater severity of asthma.2121 Virot E, Godet J, Khayath N, Ott M, Dazy A, de Blay F. Cluster analysis of indoor environmental factors associated with symptoms of mite allergy. Ann Allergy Asthma Immunol. 2019;123:280-3.,2222 Ponte EV, Franco R, Nascimento HF, Souza-Machado A, Cunha S, Barreto ML, Naspitz C, Cruz AA. Lack of control of severe asthma is associated with co-existence of moderate-to-severe rhinitis. Allergy. 2008;63:564-9.
In relation to asthma control, our findings re-reinforce the data from study of Ponte et al., in which it showed concomitant rhinitis in asthma, impacts both on asthma control, when it's moderate to severe rhinitis, and increasing the risk to emergency room visits for acute asthma, regardless of the severity of the rhinitis.2222 Ponte EV, Franco R, Nascimento HF, Souza-Machado A, Cunha S, Barreto ML, Naspitz C, Cruz AA. Lack of control of severe asthma is associated with co-existence of moderate-to-severe rhinitis. Allergy. 2008;63:564-9. Additionally, our results are similar to a recent study conducted with Chinese adults with asthma, which reported a higher prevalence of poor asthma control among those with nasal diseases.4141 Lin J, Gao J, Lai K, Zhou X, He B, Zhou J, et al. The characteristic of asthma control among nasal diseases population: Results from a cross-sectional study. PLoS One. 2018;13:e0191543.
In the present study we also evaluated the profile of sensitization to mites, cockroaches, grasses, mold, and epithelia of animals. As for the profile of sensitization to mites (D. pteronyssinus, D. farinae and B. tropicalis), we found a high frequency of sensitization in all patients with chronic rhinitis with concomitant asthma, mainly in the CRMA group (Table 3). Several studies have pointed out that the sensitization to mites is clearly identified as a risk factor for asthma, as well as for its severity. Virot et al. evaluated the correlation between symptoms of patients with allergic rhinitis and/or asthma and sensitization to household aeroallergens and found that sensitization to mites was associated with severe asthma.2020 Keet CA, Matsui EC, McCormack MC, Peng RD. Urban residence, neighborhood poverty, race/ethnicity, and asthma morbidity among children on Medicaid. J Allergy Clin Immunol. 2017;140:822-7.,2121 Virot E, Godet J, Khayath N, Ott M, Dazy A, de Blay F. Cluster analysis of indoor environmental factors associated with symptoms of mite allergy. Ann Allergy Asthma Immunol. 2019;123:280-3. But in our study we did not observe a similar finding ( Tables 4 and 5). We found that presence of polysensitization or sensitization to mites, as well as sensitization to any of the allergens evaluated were associated with increased chances of concomitant asthma. Kovac et al., reported high levels of serum specific IgE for D. pteronyssinus in children with severe asthma.4242 Kovac K, Dodig S, Tjesic-Drinkovic D, Raos M. Correlation between asthma severity and serum IgE in asthmatic children sensitized to Dermatophagoides pteronyssinus. Arch Med Res. 2007;38:99-105. Likewise, Sylvestre et al. observed a positive correlation between dust mite sensitization and asthma severity.4343 Sylvestre L, Jegu J, Metz-Favre C, Barnig C, Qi S, de Blay F. Component-based allergen-microarray: Der p 2 and Der f 2 dust mite sensitization is more common in patients with severe asthma. J Investig Allergol Clin Immunol. 2016;26:141-3.
Regarding the sensitization profile of other household allergens, we investigated two species of cockroaches (B. germanica and P. americana), sensitization to dog and cat epithelium. Sensitization to cockroach allergens has been identified as one of the strongest risk factors for the development of asthma in low-income urban populations, such as the population of our study.2525 Amelink M, de Groot JC, de Nijs SB, Lutter R, Zwinderman AH, Sterk PJ, et al. Severe adult-onset asthma: A distinct phenotype. J Allergy Clin Immunol. 2013;132:336-41.,4444 Togias A, Fenton MJ, Gergen PJ, Rotrosen D, Fauci AS. Asthma in the inner city: the perspective of the National Institute of Allergy and Infectious Diseases. J Allergy Clin Immunol. 2010;125:540-4. Sensitization to dog epithelium was found only in individuals with asthma in the present study. This result is consistent with the report by Uriarte and Sastre, which found sensitization to dogs in the group with allergic rhinitis and asthma and that sensitization to two or more dog allergens was associated with severe asthma.2626 Phillips KM, Hoehle LP, Bergmark RW, Campbell AP, Caradonna DS, Gray ST, et al. Chronic rhinosinusitis severity is associated with need for asthma-related systemic corticosteroids. Rhinology. 2017;55:211-7.,4545 Uriarte SA, Sastre J. Clinical relevance of molecular diagnosis in pet allergy. Allergy. 2016;71:1066-8. There are still few relevant clinical studies with molecular assessment of sensitization to aeroallergens in animals such as dogs and cats, and studies that evaluated this type of allergy derived from animals in children, showed a significant association between the severity of rhinitis and asthma.2727 Bousquet J, Gaugris S, Kocevar VS, Zhang Q, Yin DD, Polos PG, et al. Increased risk of asthma attacks and emergency visits among asthma patients with allergic rhinitis: a subgroup analysis of the investigation of montelukast as a partner agent for complementary therapy [corrected]. Clin Exp Allergy. 2005;35:723-7.,2828 Valovirta E, Pawankar R. Survey on the impact of comorbid allergic rhinitis in patients with asthma. BMC Pulm Med. Nov 30 2006;6 Suppl 1(Suppl 1):S3.,4646 Bjerg A, Winberg A, Berthold M, Mattsson L, Borres MP, Ronmark E. A population-based study of animal component sensitization, asthma, and rhinitis in schoolchildren. Pediatr Allergy Immunol. 2015;26:557-63.,4747 Nordlund B, Konradsen JR, Kull I, Borres MP, Onell A, Hedlin G, et al. IgE antibodies to animal-derived lipocalin, kallikrein and secretoglobin are markers of bronchial inflammation in severe childhood asthma. Allergy. 2012;67:661-9.
As for sensitization to grasses, our data showed an increase in risk for the development of asthma in patients with chronic rhinitis of approximately four times. Grasses are recognized as one of the most common seasonal aeroallergens found in the environment, and in recent studies, such as Ahmed et al.,2929 Huang C-C, Chang P-H, Wu P-W, Wang C-H, Fu C-H, Huang C-C, et al. Impact of nasal symptoms on the evaluation of asthma control. Medicine (Baltimore). 2017;96:e6147.,4848 Ahmed H, Ospina MB, Sideri K, Vliagoftis H. Retrospective analysis of aeroallergen's sensitization patterns in Edmonton, Canada. Allergy Asthma Clin Immunol. 2019;15:6. grasses sensitization among individuals with asthma and rhinitis was 39.2%, much higher than that found in our study, that was approximately 7%.2929 Huang C-C, Chang P-H, Wu P-W, Wang C-H, Fu C-H, Huang C-C, et al. Impact of nasal symptoms on the evaluation of asthma control. Medicine (Baltimore). 2017;96:e6147.,4848 Ahmed H, Ospina MB, Sideri K, Vliagoftis H. Retrospective analysis of aeroallergen's sensitization patterns in Edmonton, Canada. Allergy Asthma Clin Immunol. 2019;15:6. This can be explained by the fact that the study by Ahmed et al. was carried out in a subtropical region (Canada), in which there are well-defined climatic seasons, with a pollination period, unlike what occurs in Brazil, especially in the northeast region, where our study was performed, in which we have basically two annual seasons, with high temperatures in the most part of the time, and grass pollen allergy has not been reported as clinically relevant problem.
Molds also represents an important group of indoor aeroallergens associated with respiratory allergy.3030 Cruz AA, Riley JH, Bansal AT, Ponte EV, Souza-Machado A et al.; ProAR Study Group; U-BIOPRED Study Groups. Asthma similarities across ProAR (Brazil) and U-BIOPRED (Europe) adult cohorts of contrasting locations, ethnicity and socioeconomic status. Respir Med. 2020;161:105817.,4949 Baxi SN, Phipatanakul W. The role of allergen exposure and avoidance in asthma. Adolesc Med State Art Rev. Apr 2010;21:57-71,viii-ix. In our study the sensitization to molds was greater in individuals with rhinitis and asthma, representing an increase of approximately two times in the chance of the asthma outcome (Table 4). It has already been described that fungal allergy has a direct association with the asthma severity, and that long-term fungal infections are associated with poor asthma control, in addition to complications such as bronchiectasis and chronic allergic bronchopulmonary aspergillosis (ABPA).5050 Denning DW, Pashley C, Hartl D, Wardlaw A, Godet C, Del Giacco S, et al. Fungal allergy in asthma-state of the art and research needs. Clin Transl Allergy. 2014;4:14. None of the four groups of our present study presented any case of ABPA, however.
In the present study we assessed the most frequent molds found in respiratory allergic conditions — Cladosporium sp., Aspergillus sp., Alternaria sp. and Penicillium notatum. Our fungal sensitization rate (Table 3) was similar to those described in the literature, between 7% to 20%, but lower than that described in the group associated with severe asthma, that was between 35% to 75%.3131 de Nijs SB, Venekamp LN, Bel EH. Adult-onset asthma: is it really different? Eur Respir Rev. 2013;22:44-52.,3232 Moore WC, Meyers DA, Wenzel SE, et al. Identification of asthma phenotypes using cluster analysis in the Severe Asthma Research Program. Am J Respir Crit Care Med. 2010;181:315-323.,5050 Denning DW, Pashley C, Hartl D, Wardlaw A, Godet C, Del Giacco S, et al. Fungal allergy in asthma-state of the art and research needs. Clin Transl Allergy. 2014;4:14.,5151 O'Driscoll BR, Hopkinson LC, Denning DW. Mold sensitization is common amongst patients with severe asthma requiring multiple hospital admissions. BMC Pulm Med. 2005;5:4. This percentage discrepancy may be due to the tropical climatic conditions of Northeastern Brazil, which is a type of climate with a higher prevalence of sensitization to mites,3333 Pongracic JA, Krouse RZ, Babineau DC, Zoratti EM, Cohen RT, Wood RA, et al. Distinguishing characteristics of difficult-to-control asthma in inner-city children and adolescents. J Allergy Clin Immunol. 2016;138:1030-41.,5252 M Sánchez-Borges, E Fernández-Caldas, A Capriles-Hulett, F Caballero-Fonseca. Mite hypersensitivity in patients with rhinitis and rhinosinusitis living in a tropical environment. Allergol Immunopathol (Madr). 2014;42:120-6. as well as for the different methodologies used in each study (immediate hypersensitivity skin test in this study versus specific serum IgE measurements for molds in the study by O’Driscoll et al.).3232 Moore WC, Meyers DA, Wenzel SE, et al. Identification of asthma phenotypes using cluster analysis in the Severe Asthma Research Program. Am J Respir Crit Care Med. 2010;181:315-323.,5151 O'Driscoll BR, Hopkinson LC, Denning DW. Mold sensitization is common amongst patients with severe asthma requiring multiple hospital admissions. BMC Pulm Med. 2005;5:4. Interestingly, it was shown that sensitization to C. herbarum and A. alternata were found only among subjects with asthma in our sample, which agrees with previous studies in the literature.3434 Wu TJ, Chen BY, Lee YL, Hsiue TR, Wu CF, Guo YL. Different severity and severity predictors in early-onset and late-onset asthma: a taiwanese population-based study. Respiration. 2015;90:384-92.
35 de Magalhães Simões S, da Cunha SS, Cruz AA, Dias KC, Alcântara-Neves NM, et al. A community study of factors related to poorly controlled asthma among Brazilian urban children. PLoS One. 2012;7(5):e37050.-3636 Bousquet J, Gern JE, Martinez FD, Anto JM, Johnson CC, Holt PG, et al. Birth cohorts in asthma and allergic diseases: report of a NIAID/NHLBI/MeDALL joint workshop. J Allergy Clin Immunol. 2014;133:1535-46.,5353 Burte E, Bousquet J, Siroux V, Just J, Jacquemin B, Nadif R. The sensitization pattern differs according to rhinitis and asthma multimorbidity in adults: the EGEA study. Clin Exp Allergy. 2017;47:520-9.
54 Tanaka A, Fujiwara A, Uchida Y, et al. Evaluation of the association between sensitization to common inhalant fungi and poor asthma control. Ann Allergy Asthma Immunol. Aug 2016;117:163-168e1.-5555 Kolodziejczyk K, Bozek A. Clinical Distinctness of Allergic Rhinitis in Patients with Allergy to Molds. Biomed Res Int. 2016;2016:3171594.
Finally, we demonstrated an increased chance of presenting asthma among individuals with chronic rhinitis who had polysensitization and some specific type of aeroallergen sensitization, corroborating the understanding that allergic rhinitis is a relevant and independent risk factor for the development of asthma,3737 Brandão HV, Vieira GO, de Oliveira Vieira T, Camargos PA, de Souza Teles CA, Guimarães AC, et al. Increased risk of allergic rhinitis among children delivered by cesarean section: a cross-sectional study nested in a birth cohort. BMC Pediatr. 2016;27:16-57.,5656 Tosca MA, Silvestri M, Solari N, Rossi GA, Ciprandi G. Inflammation Markers and FEF25-75: A Relevant Link in Children With Asthma. Allergy Asthma Immunol Res. 2016;8:84-5. reinforcing that lower airway obstruction should be evaluated in patients with chronic rhinitis.77 Ciprandi G, Cirillo I, Klersy C. Lower airways may also be affected in asymptomatic patients with recent onset of allergic rhinitis. Laryngoscope. 2010;120:1288-91.,88 Brozek JL, Bousquet J, Agache I, Agarwal A, Bachert C, Bosnic-Anticevich S, et al. Allergic Rhinitis and its Impact on Asthma (ARIA) guidelines-2016 revision. J Allergy Clin Immunol. 2017;140:950-8.
Our study is limited by being observational, cross-sectional, which does not allow inferring causality, in addition to being subject to bias. However, a sample of the patients in this first study underwent an otorhinolaryngological evaluation, to differentiate it from other possible upper airway comorbidities, mainly chronic rhinosinusitis with or without nasal polyposis, which symptoms may overlap with those of chronic rhinitis, for a better correlation of the impact of upper airway pathologies in asthma.
Conclusion
The relevance of this study is highlighted, consisting of one of the largest samples of patients with severe asthma in the country, in addition to the unprecedented investigation of the profile of sensitization to aeroallergens through immediate skin hypersensitivity test in adult patients with asthma and individuals without asthma in northeast region of Brazil. In this way, this study can inform clinical care personalized decisions.
In summary, our findings reiterate that aeroallergen sensitization is relevant to asthma. Among patients with chronic rhinitis, sensitization to aeroallergens in general, to aeroalergens of different categories and polysensitization is associated with a higher odd of having asthma in a low-income tropical setting in Brazil.
Acknowledgment
We thank the research team of ProAR, the patients involved, the Postgraduate Program in Health Sciences ‒ UFBA and also Department of Otorhinolaryngology - University Hospital - UFBA.
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FundingThis work was supported by Capes and CNPQ (PRONEX - grant number PNX0018/2009 of FAPESB). This study was approved by the Research Ethics Committee of Maternidade Climério de Oliveira, Federal University of Bahia (License Number: CONEP nº 15782, CEP 095⁄2009, 095⁄2012, 032⁄2014). All participants recruited and who agreed to participate in the study, accepted and signed the informed consent form.
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Peer Review under the responsibility of Associação Brasileira de Otorrinolaringologia e Cirurgia Cérvico-Facial.
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22Ponte EV, Franco R, Nascimento HF, Souza-Machado A, Cunha S, Barreto ML, Naspitz C, Cruz AA. Lack of control of severe asthma is associated with co-existence of moderate-to-severe rhinitis. Allergy. 2008;63:564-9.
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25Amelink M, de Groot JC, de Nijs SB, Lutter R, Zwinderman AH, Sterk PJ, et al. Severe adult-onset asthma: A distinct phenotype. J Allergy Clin Immunol. 2013;132:336-41.
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26Phillips KM, Hoehle LP, Bergmark RW, Campbell AP, Caradonna DS, Gray ST, et al. Chronic rhinosinusitis severity is associated with need for asthma-related systemic corticosteroids. Rhinology. 2017;55:211-7.
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27Bousquet J, Gaugris S, Kocevar VS, Zhang Q, Yin DD, Polos PG, et al. Increased risk of asthma attacks and emergency visits among asthma patients with allergic rhinitis: a subgroup analysis of the investigation of montelukast as a partner agent for complementary therapy [corrected]. Clin Exp Allergy. 2005;35:723-7.
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28Valovirta E, Pawankar R. Survey on the impact of comorbid allergic rhinitis in patients with asthma. BMC Pulm Med. Nov 30 2006;6 Suppl 1(Suppl 1):S3.
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29Huang C-C, Chang P-H, Wu P-W, Wang C-H, Fu C-H, Huang C-C, et al. Impact of nasal symptoms on the evaluation of asthma control. Medicine (Baltimore). 2017;96:e6147.
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30Cruz AA, Riley JH, Bansal AT, Ponte EV, Souza-Machado A et al.; ProAR Study Group; U-BIOPRED Study Groups. Asthma similarities across ProAR (Brazil) and U-BIOPRED (Europe) adult cohorts of contrasting locations, ethnicity and socioeconomic status. Respir Med. 2020;161:105817.
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31de Nijs SB, Venekamp LN, Bel EH. Adult-onset asthma: is it really different? Eur Respir Rev. 2013;22:44-52.
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32Moore WC, Meyers DA, Wenzel SE, et al. Identification of asthma phenotypes using cluster analysis in the Severe Asthma Research Program. Am J Respir Crit Care Med. 2010;181:315-323.
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33Pongracic JA, Krouse RZ, Babineau DC, Zoratti EM, Cohen RT, Wood RA, et al. Distinguishing characteristics of difficult-to-control asthma in inner-city children and adolescents. J Allergy Clin Immunol. 2016;138:1030-41.
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34Wu TJ, Chen BY, Lee YL, Hsiue TR, Wu CF, Guo YL. Different severity and severity predictors in early-onset and late-onset asthma: a taiwanese population-based study. Respiration. 2015;90:384-92.
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35de Magalhães Simões S, da Cunha SS, Cruz AA, Dias KC, Alcântara-Neves NM, et al. A community study of factors related to poorly controlled asthma among Brazilian urban children. PLoS One. 2012;7(5):e37050.
-
36Bousquet J, Gern JE, Martinez FD, Anto JM, Johnson CC, Holt PG, et al. Birth cohorts in asthma and allergic diseases: report of a NIAID/NHLBI/MeDALL joint workshop. J Allergy Clin Immunol. 2014;133:1535-46.
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37Brandão HV, Vieira GO, de Oliveira Vieira T, Camargos PA, de Souza Teles CA, Guimarães AC, et al. Increased risk of allergic rhinitis among children delivered by cesarean section: a cross-sectional study nested in a birth cohort. BMC Pediatr. 2016;27:16-57.
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38Siroux V, Ballardini N, Soler M, Lupinek C, Boudier A, Pin I, et al. The asthma-rhinitis multimorbidity is associated with IgE polysensitization in adolescents and adults. Allergy. 2018;73:1447-58.
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39Burte E, Bousquet J, Siroux V, Just J, Jacquemin B, Nadif R. The sensitization pattern differs according to rhinitis and asthma multimorbidity in adults: the EGEA study. Clin Exp Allergy. 2017;47:520-9.
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40Del Giacco SR, Bakirtas A, Bel E, Custovic A, Diamant Z, Hamelmann E, et al. Allergy in severe asthma. Allergy. 2017;72:207-20.
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41Lin J, Gao J, Lai K, Zhou X, He B, Zhou J, et al. The characteristic of asthma control among nasal diseases population: Results from a cross-sectional study. PLoS One. 2018;13:e0191543.
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Publication Dates
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Publication in this collection
24 May 2024 -
Date of issue
2024
History
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Received
23 Apr 2023 -
Accepted
2 Oct 2023 -
Published
27 Oct 2023