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Somoza ML, Pérez-Sánchez N, Torres-Rojas I, Martín-Pedraza L, Blanca-López N, Victorio Puche L, Abel Fernández González E, López Sánchez JD, Fernández-Sánchez J, Fernández-Caldas E, Villalba M, Ruano FJ, Cornejo-García JA, Canto G, Blanca M. Sensitisation to Pollen Allergens in Children and Adolescents of Different Ancestry Born and Living in the Same Area. J Asthma Allergy 2022; 15:1359-1367. [PMID: 36189188 PMCID: PMC9525024 DOI: 10.2147/jaa.s370279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Accepted: 08/08/2022] [Indexed: 11/23/2022] Open
Abstract
Background Allergy can start at early ages, with genetic and environmental factors contributing to its development. Aim The study aimed to describe the pattern of sensitisation and allergy in children and adolescents of Spanish versus Moroccan ancestry but born in the same rural area of Spain. Methods Participants were children and adolescents (3–19 years) of Spanish or Moroccan descent, born in Blanca, Murcia (Spain). A detailed questionnaire was completed, and skin prick tests were performed to assess reactions to the most prevalent pollen allergens (O. europaea, P. pratense, S. kali, C. arizonica, P. acerifolia, A. vulgaris and P. judaica) plus molecular components Ole e 1 and Ole e 7. The association with ancestry was verified by studying participants’ parents. Results The study included 693 participants: 48% were aged 3–9 years and 52%, 10–19 years; 80% were of Spanish descent and 20% of Moroccan descent. Sensitisation to Olea europaea, Phleum pratense, Salsola kali and Cupressus arizonica were slightly higher in the Spanish group. The only significant differences were observed in sensitisation to Ole e 1 (p=0.02). Rhinitis, conjunctivitis, and rhinitis plus asthma were significantly higher in the Spanish group (p=0.03, p=0.02, p=0.007, respectively). The sensitisation pattern differed between Spanish and Moroccan parents, and between Moroccan parents and their children, but not between Spanish parents and their children. Conclusion Both environment and ancestry may influence sensitisation and symptoms. Although the environment seems to have a stronger influence, other factors may contribute to the differences in prevalence and in the clinical entities in people of Spanish versus Moroccan descent.
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Affiliation(s)
- Maria Luisa Somoza
- Allergy Department, Infanta Leonor University Hospital, Madrid, Spain
- Correspondence: Maria Luisa Somoza, Email
| | - Natalia Pérez-Sánchez
- Allergy Department, Hospital Regional Universitario de Málaga, Málaga-IBIMA (FIMABIS), Málaga, Spain
| | | | - Laura Martín-Pedraza
- Allergy Department, Fundación para la Investigación e Innovación Biomédica (FIIB) de los Hospitales Universitarios Infanta Leonor y Sureste, Madrid, Spain
| | | | | | | | | | - Javier Fernández-Sánchez
- Allergy Department, General University Hospital of Alicante- ISABIAL, Alicante, Spain
- Clinical Medicine Department, Miguel Hernandez University, Alicante, Spain
| | - Enrique Fernández-Caldas
- R&D Department, Inmunotek Laboratories, Madrid, Spain
- Division of Allergy and Immunology, University of South Florida College of Medicine, Tampa, FL, USA
| | - Mayte Villalba
- Department of Biochemistry and Molecular Biology, Universidad Complutense de Madrid, Madrid, Spain
| | | | | | - Gabriela Canto
- Allergy Department, Infanta Leonor University Hospital, Madrid, Spain
- School of Medicine, Universidad Complutense de Madrid, Madrid, Spain
| | - Miguel Blanca
- Allergy Department, Fundación para la Investigación e Innovación Biomédica (FIIB) de los Hospitales Universitarios Infanta Leonor y Sureste, Madrid, Spain
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Machine Learning for Predicting the Risk for Childhood Asthma Using Prenatal, Perinatal, Postnatal and Environmental Factors. Healthcare (Basel) 2021; 9:healthcare9111464. [PMID: 34828510 PMCID: PMC8623896 DOI: 10.3390/healthcare9111464] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2021] [Revised: 10/05/2021] [Accepted: 10/06/2021] [Indexed: 11/16/2022] Open
Abstract
The prevalence rate for childhood asthma and its associated risk factors vary significantly across countries and regions. In the case of Morocco, the scarcity of available medical data makes scientific research on diseases such as asthma very challenging. In this paper, we build machine learning models to predict the occurrence of childhood asthma using data from a prospective study of 202 children with and without asthma. The association between different factors and asthma diagnosis is first assessed using a Chi-squared test. Then, predictive models such as logistic regression analysis, decision trees, random forest and support vector machine are used to explore the relationship between childhood asthma and the various risk factors. First, data were pre-processed using a Chi-squared feature selection, 19 out of the 36 factors were found to be significantly associated (p-value < 0.05) with childhood asthma; these include: history of atopic diseases in the family, presence of mites, cold air, strong odors and mold in the child's environment, mode of birth, breastfeeding and early life habits and exposures. For asthma prediction, random forest yielded the best predictive performance (accuracy = 84.9%), followed by logistic regression (accuracy = 82.57%), support vector machine (accuracy = 82.5%) and decision trees (accuracy = 75.19%). The decision tree model has the advantage of being easily interpreted. This study identified important maternal and prenatal risk factors for childhood asthma, the majority of which are avoidable. Appropriate steps are needed to raise awareness about the prenatal risk factors.
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Zeng Y, Zhang Y, Huang X, Song L, Polsky K, Wu Y, Kheradmand F, Guo Y, Green LK, Corry DB, Knight JM. Novel acute hypersensitivity pneumonitis model induced by airway mycosis and high dose lipopolysaccharide. Respir Res 2021; 22:263. [PMID: 34629055 PMCID: PMC8503997 DOI: 10.1186/s12931-021-01850-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Accepted: 09/20/2021] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Inhalation of fungal spores is a strong risk factor for severe asthma and experimentally leads to development of airway mycosis and asthma-like disease in mice. However, in addition to fungal spores, humans are simultaneously exposed to other inflammatory agents such as lipopolysaccharide (LPS), with uncertain relevance to disease expression. To determine how high dose inhalation of LPS influences the expression of allergic airway disease induced by the allergenic mold Aspergillus niger (A. niger). METHODS C57BL/6J mice were intranasally challenged with the viable spores of A. niger with and without 1 μg of LPS over two weeks. Changes in airway hyperreactivity, airway and lung inflammatory cell recruitment, antigen-specific immunoglobulins, and histopathology were determined. RESULTS In comparison to mice challenged only with A. niger, addition of LPS (1 μg) to A. niger abrogated airway hyperresponsiveness and strongly attenuated airway eosinophilia, PAS+ goblet cells and TH2 responses while enhancing TH1 and TH17 cell recruitment to lung. Addition of LPS resulted in more severe, diffuse lung inflammation with scattered, loosely-formed parenchymal granulomas, but failed to alter fungus-induced IgE and IgG antibodies. CONCLUSIONS In contrast to the strongly allergic lung phenotype induced by fungal spores alone, addition of a relatively high dose of LPS abrogates asthma-like features, replacing them with a phenotype more consistent with acute hypersensitivity pneumonitis (HP). These findings extend the already established link between airway mycosis and asthma to HP and describe a robust model for further dissecting the pathophysiology of HP.
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Affiliation(s)
- Yuying Zeng
- Division of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510080, China
| | - Yun Zhang
- Department of Medicine, Biology of Inflammation Center, Baylor College of Medicine, One Baylor Plaza, Houston, TX, 77030, USA
- Department of Pathology & Immunology, Biology of Inflammation Center, Baylor College of Medicine, One Baylor Plaza, Houston, TX, 77030, USA
| | - Xinyan Huang
- Division of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510080, China
| | - Lizhen Song
- Department of Medicine, Biology of Inflammation Center, Baylor College of Medicine, One Baylor Plaza, Houston, TX, 77030, USA
| | - Katherine Polsky
- Department of Medicine, Biology of Inflammation Center, Baylor College of Medicine, One Baylor Plaza, Houston, TX, 77030, USA
| | - Yifan Wu
- Department of Medicine, Biology of Inflammation Center, Baylor College of Medicine, One Baylor Plaza, Houston, TX, 77030, USA
| | - Farrah Kheradmand
- Department of Medicine, Biology of Inflammation Center, Baylor College of Medicine, One Baylor Plaza, Houston, TX, 77030, USA
- Department of Pathology & Immunology, Biology of Inflammation Center, Baylor College of Medicine, One Baylor Plaza, Houston, TX, 77030, USA
- Biology of Inflammation Center, Baylor College of Medicine, One Baylor Plaza, Houston, TX, 77030, USA
- Michael E. DeBakey VA Center for Translational Research on Inflammatory Diseases, Houston, TX, 77030, USA
| | - Yubiao Guo
- Division of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510080, China.
| | - Linda K Green
- Department of Pathology and Immunology, Michael E. DeBakey VA Center, 2002 Holcombe Boulevard, Houston, TX, 77030, USA
| | - David B Corry
- Department of Medicine, Biology of Inflammation Center, Baylor College of Medicine, One Baylor Plaza, Houston, TX, 77030, USA.
- Department of Pathology & Immunology, Biology of Inflammation Center, Baylor College of Medicine, One Baylor Plaza, Houston, TX, 77030, USA.
- Biology of Inflammation Center, Baylor College of Medicine, One Baylor Plaza, Houston, TX, 77030, USA.
- Michael E. DeBakey VA Center for Translational Research on Inflammatory Diseases, Houston, TX, 77030, USA.
| | - John M Knight
- Department of Pathology & Immunology, Biology of Inflammation Center, Baylor College of Medicine, One Baylor Plaza, Houston, TX, 77030, USA.
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Howard E, Orhurhu V, Huang L, Guthrie B, Phipatanakul W. The Impact of Ambient Environmental Exposures to Microbial Products on Asthma Outcomes from Birth to Childhood. Curr Allergy Asthma Rep 2019; 19:59. [PMID: 31781873 PMCID: PMC7088961 DOI: 10.1007/s11882-019-0890-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Purpose of Review Asthma is a chronic respiratory condition with increasing domestic and worldwide prevalence that burdens individuals and the healthcare system with high costs associated with long-term treatments and acute emergency room (ER) visits. It can be triggered by ambient microbes, including bacteria, viruses, and fungi. In this review, we examine the outcomes of asthma patients in relation to environmental exposures to ambient microbe products, focusing on whether exposure leads to asthma development from birth to childhood and if particular microbes are associated with worsened asthma exacerbations. Recent Findings Bacterial endotoxin is more prominent in homes with pets and may cause cytokine cascades that lead to asthma exacerbation. However, some studies have demonstrated a protective effect with early exposure. Patients with positive Aspergillus skin testing are more prone to moderate-severe or severe-uncontrolled asthma. Fungal sensitization is also associated with earlier onset of asthma and demonstrates a dose-dependent relationship of symptom severity and duration. Among viruses, rhinovirus has the greatest association with decreased lung function, severe asthma, and asthma-related hospital admissions. Distribution of microbial products and associated asthma symptoms depends on the geographical climate. Genetic variations among individuals also mitigate the effects of microbial products on asthma development and symptom severity. Summary Microbial products of bacteria, fungi, and viruses are associated with the development of asthma, more severe asthma symptoms, and worse outcomes. However, some early exposure studies have also demonstrated a protective effect. Bacterial and fungal products are related to decreased lung function and earlier onset of asthma. Viral products are related to asthma-associated hospital admissions; and the climate and patient genetics can also temper or intensify the relationships between microbial products, asthma development, and asthma symptom severity. Further research should focus on the effects of early microbe exposure and its interaction with human immune systems and asthma-related outcomes.
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Affiliation(s)
- Evin Howard
- Bouvé College of Health Sciences, Graduate School of Nursing, Northeastern University, Boston, MA, USA
| | - Vwaire Orhurhu
- Department of Anesthesia, Critical Care, & Pain Medicine, Harvard Medical School, Massachusetts General Hospital, Boston, MA, USA
| | - Lisa Huang
- Department of Anesthesia, Critical Care, & Pain Medicine, Harvard Medical School, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Barbara Guthrie
- Bouvé College of Health Sciences, Graduate School of Nursing, Northeastern University, Boston, MA, USA
| | - Wanda Phipatanakul
- Division of Asthma, Allergy, & Immunology, Harvard Medical School, Children's Hospital Boston, Boston, MA, USA.
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Kim J, Lee JY. Synoptic approach to evaluate the effect of temperature on pediatric respiratory disease-related hospitalization in Seoul, Korea. ENVIRONMENTAL RESEARCH 2019; 178:108650. [PMID: 31450148 DOI: 10.1016/j.envres.2019.108650] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Revised: 07/31/2019] [Accepted: 08/12/2019] [Indexed: 06/10/2023]
Abstract
BACKGROUND The spatial synoptic classification (SSC) scheme is a daily weather-type classification scheme that is widely used in climatological and epidemiological investigations. We investigated the modification effect of temperature on respiratory disease-related hospital admissions (RAs) in children based on the SSC type. METHODS Data on RAs among children aged ≤19 years were collected from the National Inpatient Sample (NIS) database between 2011 and 2015 in Seoul, Korea. In this time-series study, we used Poisson generalized linear models allowing for over-dispersion, with stratification by season and each of the seven distinctive SSC types (Dry moderate [DM], Dry polar [DP], Dry tropical [DT], Moist moderate [MM], Moist polar [MP], Moist tropical [MT], and Transition [T]). We investigated the modification effects of temperature by SSC type through seasonal stratification, adjusting for other meteorological conditions, air pollution, and time trends, and considered the delayed effect for up to four consecutive days. We reported the relative risk percentage change with 95% confidence intervals (CIs) of RAs for every 1 °C increase in ambient temperature, by season and SSC type. RESULTS Of the 8346 RAs overall investigated between 2011 and 2015, there were 5271 [63.2%] RAs in children aged 0-4 years. Overall, on majority of the days, the SSC types were DM (665 days [36.4%]), and DP (371 days [20.3%]). With regard to seasons, the different SSC types were distributed as follows: spring, DM (193 days [42.0%]); summer, MT (193 days [42.0%]); fall, DM (241 days [53.0%]); and winter, DP (228 days [50.6%]). A stronger association between RAs and temperature was observed overall (1.28% [95% CI; 0.04%, 2.53%]), and in spring (2.10% [0.62%, 3.60%]). According to SSC type, increased associations between RAs and temperature were detected with DM (2.20% [0.47%, 3.97%]) condition during spring and DT (2.41% [0.22%, 4.64%]) during fall. In addition, on re-categorizing the SSC types from a temperature or humidity standpoint, a modified association was observed especially in children aged ≤4 years and 5-9 years during spring. CONCLUSIONS Using temperature variability to distinguish seasonal characteristics, we found that the relationship between temperature and RAs in children varied by SSC type. Application of the SSC scheme as an integrative approach may assist in gaining an understanding of seasonal characteristics and health effects due to temperature change.
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Affiliation(s)
- Jayeun Kim
- Institute of Health and Environment, Seoul National University, Seoul, South Korea.
| | - Jin Yong Lee
- Department of Public Health and Community Medicine, Seoul Metropolitan Government-Seoul National University (SMG-SNU) Boramae Medical Center, Seoul, South Korea; Department of Health Policy and Management, Seoul National University College of Medicine, Seoul, South Korea.
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Čelakovská J, Bukač J, Vaňková R, Krcmova I, Krejsek J, Andrýs C. Sensitisation to molecular allergens of Alternaria alternata, Cladosporium herbarum, Aspergillus fumigatus in atopic dermatitis patients. FOOD AGR IMMUNOL 2019. [DOI: 10.1080/09540105.2019.1660624] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Affiliation(s)
- Jarmila Čelakovská
- Department of Dermatology and Venereology, Faculty Hospital and Medical Faculty of Charles University, Hradec Králové, Czech Republic
| | - Josef Bukač
- Department of Medical Biophysic, Medical Faculty of Charles University, Hradec Králové, Czech Republic
| | - Radka Vaňková
- Department of Clinical Immunology and Allergy, Faculty Hospital and Medical Faculty of Charles University, Hradec Králové, Czech Republic
| | - Irena Krcmova
- Department of Clinical Immunology and Allergy, Faculty Hospital and Medical Faculty of Charles University, Hradec Králové, Czech Republic
| | - Jan Krejsek
- Department of Clinical Immunology and Allergy, Faculty Hospital and Medical Faculty of Charles University, Hradec Králové, Czech Republic
| | - Ctirad Andrýs
- Department of Clinical Immunology and Allergy, Faculty Hospital and Medical Faculty of Charles University, Hradec Králové, Czech Republic
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Celakovská J, Josef B, Ettler K, Vaneckova J, Ettlerova K, Jan K. Sensitization to Fungi in Atopic Dermatitis Patients 14 Year and Older - Association with Other Atopic Diseases and Parameters. Indian J Dermatol 2018; 63:391-398. [PMID: 30210160 PMCID: PMC6124231 DOI: 10.4103/ijd.ijd_493_17] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Background: Fungi as a source of allergen are still largely neglected in basic research as well as in clinical practice. This study aimed to highlight the impact of fungal allergens in a group of patients suffering from atopic dermatitis (AD). Aims and Objectives: The evaluation of the sensitization to fungi in AD patients aged 14 year and older and the evaluation of the relation of fungal sensitization to the occurrence of other atopic diseases and parameters. Materials and Methods: All patients satisfying inclusion criteria attending our hospital between 2008 and 2017 were included in the study. The complete dermatological and allergological examinations were performed in all included patients including examination of specific immunoglobulin E, skin prick test to mixture of fungi and inhalant allergens, evaluation of asthma bronchiale, rhinitis, onset of AD, family history about atopy, duration of eczematous lesions, severity of AD. Pairs of these categories were entered in the contingency tables and the Chi-square test for relationship of these variables was performed with the level of significance set below 5%. Results: Three hundred and thirty-one patients were included in the study; the average age was 26.8 years. The sensitization to fungi was recorded in 100 patients (30%). In these patients, the occurrence of asthma bronchiale, rhinitis, family history about atopy, sensitization to grass and trees was significantly higher than in patients without sensitization to fungi. We did not find any significant relation between the sensitization to fungi and the severity of AD, no relation was also found between the sensitization to fungi and sensitization to mites, animal dander, bird feather, and dust. Conclusion: The occurrence of asthma bronchiale, rhinitis, family history about atopy, sensitization to grass and trees was significantly higher in AD patients with sensitization to fungi. No relation was found between the severity of AD and the sensitization to fungi.
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Affiliation(s)
- Jarmila Celakovská
- Department of Dermatology and Venereology, Faculty Hospital and Medical Faculty of Charles University, Hradec Králové, Czech Republic
| | - Bukac Josef
- Department of Medical Biophysic, Medical Faculty of Charles University, Hradec Králové, Czech Republic
| | - Karel Ettler
- Department of Dermatology and Venereology, Faculty Hospital and Medical Faculty of Charles University, Hradec Králové, Czech Republic
| | - Jaroslava Vaneckova
- Department of Dermatology and Venereology, Faculty Hospital and Medical Faculty of Charles University, Hradec Králové, Czech Republic
| | - Kvetuse Ettlerova
- Department of Allergy and Clinical Immunology, Outpatient Clinic, Hradec Králové, Czech Republic
| | - Krejsek Jan
- Department of Clinical Immunology and Allergy, Faculty Hospital and Medical Faculty of Charles University, Hradec Králové, Czech Republic
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