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1.
Allergol Immunopathol (Madr) ; 52(3): 53-59, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38721955

RESUMO

INTRODUCTION: Food allergies represent a growing public health concern, particularly among children. This study aims to examine egg allergy in pediatric patients and analyze the value of serum-specific immunoglobulin E (sIgE) levels as predictive biomarkers for oral food challenge (OFC) outcomes. METHODS: Retrospective study, involving pediatric patients with suspected IgE-mediated egg allergy, conducted at a tertiary hospital. RESULTS: Data from 176 pediatric patients were analyzed, revealing a higher male prevalence (59.1%). Most cases (40.3%) presented symptoms in the first year of life, predominantly mucocutaneous symptoms (46%). OFC results varied across various forms of egg presentation, with cooked egg being the most frequently tested food. Positive OFCs were observed in 14.6% (n = 36) of cases. The study identified specific egg protein biomarkers for positive OFC, with ovalbumin for raw egg (sIgE > 1.28 KUA/L; area under the curve [AUC] = 0.917; sensitivity [S] 100%; and specificity [Sp] 92%), ovomucoid for cooked egg (sIgE > 0.99 KUA/L; AUC = 0.788, 95%; S: 79%; and Sp: 74%), and ovomucoid for baked egg (sIgE> 4.63 KUA/L; AUC = 0.870; S: 80%; and Sp: 85%) showing predictive capacities. CONCLUSIONS: The findings underscore the importance of considering various forms of egg presentation in the diagnosis and management of egg allergy. The findings highlight the valuable discriminatory capacity and provided reliable biomarkers, such as ovalbumin for raw egg and ovomucoid for cooked and baked egg in risk assessment, aiding in predicting OFC outcomes and helping clinicians to make informed decisions in diagnosing and managing egg allergies, thus improving patient care and quality of life.


Assuntos
Alérgenos , Biomarcadores , Hipersensibilidade a Ovo , Imunoglobulina E , Humanos , Hipersensibilidade a Ovo/diagnóstico , Hipersensibilidade a Ovo/imunologia , Hipersensibilidade a Ovo/epidemiologia , Hipersensibilidade a Ovo/sangue , Imunoglobulina E/sangue , Imunoglobulina E/imunologia , Masculino , Feminino , Estudos Retrospectivos , Pré-Escolar , Criança , Lactente , Portugal/epidemiologia , Alérgenos/imunologia , Biomarcadores/sangue , Adolescente , Prevalência , Ovos/efeitos adversos
2.
Allergol Immunopathol (Madr) ; 49(2): 6-14, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33641288

RESUMO

INTRODUCTION AND OBJECTIVES: It was urgent to explain the role of egg yolk allergen sensitization to the egg allergic population and we would evaluate the diagnostic value of allergen components in whole eggs, including egg white and egg yolk. MATERIALS AND METHODS: Firstly, we collected 99 positive and 21 negative sera against egg allergy. Then we used modified enzyme linked immunosorbent assay (ELISA) to survey specific IgE (sIgE) to all-proven and single component in eggs, Ovomucoid (Gal d 1), Ovalbumin (Gal d 2), Ovotransferrin (Gal d 3), Lysozyme C (Gal d 4), Serum Albumin (Gal d 5), and YGP42(Gal d 6) in allergic and non-allergic populations. Last but not least, we studied the sIgE reactivities to egg allergen components by receiver operating characteristic (ROC) analysis. RESULTS: Among egg-allergic individuals, nearly 10% were sensitized to five of six egg allergen components, and the cross-reaction frequency between two egg yolk allergens with Gal d 1 was about 30% in the groups diagnosed with egg allergy or non-allergy. The best component-combination diagnosis in egg allergy of Gal d 1+ Gal d 6 demonstrated the largest area under curve (AUC) of 0.994. CONCLUSIONS: Our results suggested that there were individual differences in allergenicity of different egg allergen components, especially in the samples negative to egg allergy diagnosed but sensitive to egg yolk components. It was indicated that component resolved diagnosis of egg yolk improved the value for egg allergy management indispensably.


Assuntos
Alérgenos/efeitos adversos , Hipersensibilidade a Ovo/diagnóstico , Gema de Ovo/efeitos adversos , Adolescente , Adulto , Alérgenos/imunologia , Estudos de Casos e Controles , Criança , Pré-Escolar , Conalbumina/efeitos adversos , Conalbumina/imunologia , Hipersensibilidade a Ovo/sangue , Hipersensibilidade a Ovo/imunologia , Clara de Ovo/efeitos adversos , Gema de Ovo/imunologia , Ensaio de Imunoadsorção Enzimática , Feminino , Humanos , Imunoglobulina E/sangue , Imunoglobulina E/imunologia , Lactente , Masculino , Muramidase/efeitos adversos , Muramidase/imunologia , Ovalbumina/efeitos adversos , Ovalbumina/imunologia , Ovomucina/efeitos adversos , Ovomucina/imunologia , Adulto Jovem
3.
Allergol Immunopathol (Madr) ; 49(1): 79-86, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33528933

RESUMO

BACKGROUND: Diagnosis of immunoglobulin E (IgE)-mediated egg allergy is often based on both a compatible clinical history and either elevated IgE levels or a positive skin prick test. However, the gold standard is the oral food challenge (OFC). Previous studies have pointed to a correlation between IgE levels and OFC outcomes. OBJECTIVE: This study aimed to determine the relationship between IgE levels and the outcome of OFC, seeking to establish cut-off OFC values that indicate a high likelihood of positive OFC results. METHODS: A total of 198 patients who underwent OFC (and a serological IgE antibody assay within the three preceding months) were reviewed and divided by OFC type (i.e., baked, cooked, or raw egg). IgE-specific levels were assessed against the challenge outcome as well as cut-offs proposed by other authors. RESULTS: Receiver-operating characteristic (ROC) curve analysis yielded a potentially useful ovomucoid IgE-specific cutoff used in OFC with cooked egg and several egg white and ovalbumin IgE-specific cut-offs for OFC with raw egg. We found no significant relationship between other specific IgE concentrations and the challenge threshold level with baked eggs. CONCLUSIONS: IgE-specific concentrations are useful as predictors of OFC outcome and should be considered when selecting patients challenge testing with boiled or raw egg. However, patients should undergo OFC with baked egg regardless of IgE levels.


Assuntos
Hipersensibilidade a Ovo/diagnóstico , Imunoglobulina E/sangue , Adolescente , Criança , Hipersensibilidade a Ovo/sangue , Ovos/efeitos adversos , Feminino , Humanos , Imunoglobulina E/imunologia , Estudos Longitudinais , Masculino , Valor Preditivo dos Testes , Curva ROC , Estudos Retrospectivos
4.
Front Immunol ; 12: 704633, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34975829

RESUMO

We previously reported the results of a randomized, open-label trial of egg oral immunotherapy (OIT) in 50 children where 44% were desensitized and 46% were partially desensitized after 8 months of treatment. Here we focus on cell-mediated molecular mechanisms driving desensitization during egg OIT. We sought to determine whether changes in genome-wide gene expression in blood cells during egg OIT correlate with humoral responses and the clinical outcome. The blood cell transcriptome of 50 children receiving egg OIT was profiled using peripheral blood mononuclear cell (PBMC) samples obtained at baseline and after 3 and 8 months of OIT. We identified 467 differentially expressed genes (DEGs) after 3 or 8 months of egg OIT. At 8 months, 86% of the DEGs were downregulated and played a role in the signaling of TREM1, IL-6, and IL-17. In correlation analyses, Gal d 1-4-specific IgG4 antibodies associated positively with DEGs playing a role in pathogen recognition and antigen presentation and negatively with DEGs playing a role in the signaling of IL-10, IL-6, and IL-17. Desensitized and partially desensitized patients had differences in their antibody responses, and although most of the transcriptomic changes were shared, both groups had also specific patterns, which suggest slower changes in partially desensitized and activation of NK cells in the desensitized group. OIT for egg allergy in children inhibits inflammation and activates innate immune responses regardless of the clinical outcome at 8 months. Changes in gene expression patterns first appear as posttranslational protein modifications, followed by more sustained epigenetic gene regulatory functions related to successful desensitization.


Assuntos
Dessensibilização Imunológica , Hipersensibilidade a Ovo/terapia , Proteínas do Ovo/imunologia , Genômica/métodos , Imunidade Inata , Inflamação/prevenção & controle , Leucócitos Mononucleares/metabolismo , Transcriptoma , Administração Oral , Adolescente , Alérgenos/administração & dosagem , Alérgenos/uso terapêutico , Especificidade de Anticorpos , Criança , Citocinas/sangue , Relação Dose-Resposta Imunológica , Hipersensibilidade a Ovo/sangue , Hipersensibilidade a Ovo/genética , Hipersensibilidade a Ovo/imunologia , Proteínas do Ovo/administração & dosagem , Proteínas do Ovo/efeitos adversos , Proteínas do Ovo/uso terapêutico , Feminino , Regulação da Expressão Gênica , Ontologia Genética , Humanos , Imunoglobulinas/sangue , Inflamação/etiologia , Inflamação/imunologia , Isoanticorpos/sangue , Isoanticorpos/imunologia , Contagem de Linfócitos , Subpopulações de Linfócitos/imunologia , Masculino , Resultado do Tratamento
6.
Methods Mol Biol ; 2223: 49-65, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33226586

RESUMO

Egg allergy is one of the most common food allergies in children, being the most important allergenic proteins found in the egg white (EW). Allergy to EW shows a complex phenotype that involves a multifaceted reaction that can only be assessed in vivo. Although other routes of sensitization have been described, oral exposure to food antigens is one of the most suitable in humans. In mice, oral administration of allergenic proteins results in the development of tolerance, and the use of adjuvants, such as cholera toxin (CT), is required to promote Th2-biased immune responses over tolerogenic responses. In this regard, among the mouse strains that readily display Th2 responses, Balb/c has been widely used. Here, we describe a frequently used protocol of oral EW sensitization by using CT as an adjuvant and we explain in detail the methods that we have developed to analyze the sensitizing and eliciting capacity of EW proteins including evaluation of signs, measurement of serum levels of specific immunoglobulins, mast cell degranulation, cytokine secretion profile of allergen-reactive T cells, phenotyping of mesenteric lymph node- and spleen-derived dendritic and T cells by flow cytometry, and quantification of intestinal gene expression.


Assuntos
Células Dendríticas/efeitos dos fármacos , Modelos Animais de Doenças , Hipersensibilidade a Ovo/imunologia , Clara de Ovo/química , Imunofenotipagem/métodos , Células Th2/efeitos dos fármacos , Adjuvantes Imunológicos/administração & dosagem , Administração Oral , Animais , Biomarcadores/metabolismo , Quimiocina CCL2/genética , Quimiocina CCL2/imunologia , Galinhas , Toxina da Cólera/administração & dosagem , Células Dendríticas/citologia , Células Dendríticas/imunologia , Hipersensibilidade a Ovo/sangue , Hipersensibilidade a Ovo/genética , Hipersensibilidade a Ovo/patologia , Feminino , Citometria de Fluxo , Expressão Gênica , Humanos , Imunoglobulinas/sangue , Imunoglobulinas/classificação , Imunoglobulinas/imunologia , Interleucinas/genética , Interleucinas/imunologia , Linfonodos/citologia , Linfonodos/efeitos dos fármacos , Linfonodos/imunologia , Camundongos , Camundongos Endogâmicos BALB C , Baço/citologia , Baço/efeitos dos fármacos , Baço/imunologia , Células Th2/citologia , Células Th2/imunologia
8.
Clin Exp Allergy ; 50(12): 1415-1423, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-32909666

RESUMO

BACKGROUND: Although hen's egg allergy is more prevalent in children, up to 0.6% of adults from different European countries suffer from a persistent or newly onset hen's egg allergy, making accurate diagnosis in adults necessary. However, sensitization to hen's egg extracts, components and linear epitopes is solely studied in children. METHODS: Hen's egg allergic (n = 16) and tolerant (n = 19) adults were selected by sensitization towards recombinant components rGal d 1 and/or 3. Sensitization profiles towards egg white and yolk extract and the native components Gal d 1, 2, 3 and 4 were respectively evaluated with the ImmunoCAP or the EUROLINE system. Characterization of linear epitopes was performed with a peptide microarray containing 15mer peptides representing the entire sequence of mature Gal d 1 and 3. RESULTS: Overall, sIgE titres against hen's egg extracts and single components overlapped largely between allergic and tolerant adults. Although the median sIgE/sIgG4 ratio to Gal d 1 was increased in allergic adults, the range was comparable between both groups. Clinically relevant sensitization to Gal d 1 was confirmed by sIgE-binding to the linear epitopes aa30-41, aa39-50 or aa84-95 in 6/13 allergic adults, mainly suffering from objective symptoms. In comparison, these epitopes were recognized by 1/15 tolerant patient. Only a few linear epitopes were detected for Gal d 3, suggesting a greater importance of conformational epitopes for the recognition of Gal d 3. CONCLUSION AND CLINICAL RELEVANCE: Specific IgE-binding to linear epitopes of Gal d 1 is highly specific in identifying hen's egg allergic adults with objective symptoms.


Assuntos
Hipersensibilidade a Ovo/diagnóstico , Proteínas do Ovo/administração & dosagem , Epitopos Imunodominantes , Imunoglobulina E/sangue , Testes Imunológicos , Ovomucina/administração & dosagem , Adulto , Idoso , Biomarcadores/sangue , Hipersensibilidade a Ovo/sangue , Hipersensibilidade a Ovo/imunologia , Proteínas do Ovo/imunologia , Feminino , Humanos , Masculino , Análise em Microsséries , Pessoa de Meia-Idade , Ovomucina/imunologia , Valor Preditivo dos Testes , Proteínas Recombinantes/administração & dosagem , Proteínas Recombinantes/imunologia , Estudos Retrospectivos , Adulto Jovem
9.
Iran J Allergy Asthma Immunol ; 19(3): 310-312, 2020 Jun 23.
Artigo em Inglês | MEDLINE | ID: mdl-32615665

RESUMO

Hen's egg, as one of the most common reasons for IgE-mediated food hypersensitivity, affects both children and adults. Taking precautionary measures is suggested for the consumption of other birds' eggs for patients with allergy to hen's egg. This paper describes a rare patient with quail egg allergy, which manifested no allergic reactions after oral food challenge with hen's egg white.


Assuntos
Hipersensibilidade a Ovo/diagnóstico , Codorniz , Adulto , Alérgenos/imunologia , Animais , Hipersensibilidade a Ovo/sangue , Hipersensibilidade a Ovo/imunologia , Clara de Ovo , Gema de Ovo/imunologia , Feminino , Humanos , Imunoglobulina E/sangue , Imunoglobulina E/imunologia , Testes Cutâneos
10.
Immunol Res ; 68(3): 141-151, 2020 06.
Artigo em Inglês | MEDLINE | ID: mdl-32529460

RESUMO

Aberrant T helper-2 (Th2) responses play a critical role in the pathogenesis of allergic diseases. The underlying mechanism is to be further investigated. It is reported that soluble CD83 (sCD83) has immune-regulatory effects. This study aims to investigate the role of sCD83 in the regulation of Th2 polarization. Blood samples were collected from pediatric patients with food allergy (FA). The Th2 response was analyzed by pertinent immunological approaches. An FA murine model was developed to test the role of sCD83 in the regulation of FA response. We found that the serum sCD83 levels were lower in FA patients. A negative correlation was detected between serum sCD83 levels and serum Th2 cytokine levels. The presence of sCD83 suppressed Th2 cell differentiation and antigen-specific Th2 cell activation. sCD83 upregulated the T-bet expression and suppressed the GATA3 expression in CD4+ T cells. Administration of sCD83 suppressed experimental FA. Pediatric FA patients have low serum sCD83 levels. Administration of sCD83 can alleviate experimental FA via suppression of aberrant Th2 polarization.


Assuntos
Antígenos CD/metabolismo , Hipersensibilidade a Ovo/imunologia , Imunoglobulinas/metabolismo , Glicoproteínas de Membrana/metabolismo , Células Th2/imunologia , Adolescente , Animais , Antígenos CD/administração & dosagem , Antígenos CD/sangue , Células Cultivadas , Criança , Modelos Animais de Doenças , Hipersensibilidade a Ovo/sangue , Hipersensibilidade a Ovo/tratamento farmacológico , Feminino , Fator de Transcrição GATA3/metabolismo , Regulação da Expressão Gênica/imunologia , Humanos , Imunoglobulinas/administração & dosagem , Imunoglobulinas/sangue , Ativação Linfocitária , Masculino , Glicoproteínas de Membrana/administração & dosagem , Glicoproteínas de Membrana/sangue , Ovalbumina/efeitos adversos , Cultura Primária de Células , Proteínas com Domínio T/metabolismo , Antígeno CD83
11.
Biomed Res Int ; 2020: 3831087, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32258118

RESUMO

BACKGROUND: Egg component-specific IgE can be useful to evaluate and diagnose egg allergy, but their prevalence and clinical significance remain unclear in the local population. Previous studies have led to contradictory results regarding the value of specific IgG and specific IgG4 in sensitization. OBJECTIVE: We aimed to determine the level of specific IgE, IgG, and IgG4 antibodies to the major egg allergens in egg-allergic children. METHODS: Children from 6 months to 10 years of age were recruited. Egg allergy was confirmed by either a strong clinical history or an increased egg white-sIgE level. Other allergies were diagnosed by reactivity to other allergens but without egg-related symptoms and history. The serum sIgE, sIgG, and sIgG4 levels to major egg allergenic components (Gal d 1, Gal d 2, Gal d 3, Gal d 4, and Gal d 5), sIgE level to egg white, and tIgE level were determined by light-initiated chemiluminescent assay (LICA), ELISA, or ImmunoCAP. RESULTS: Egg-allergic children had significantly higher levels of sIgE, sIgG, and sIgG4 to egg components than nonallergic children. Gal d 2 was the predominant allergen, and Gal d 2 sIgE level correlated with the egg white-sIgE level. Ratios of sIgE/sIgG4 to egg components were highest before 1 year of age and dropped gradually in the first decade of life. CONCLUSION: Patterns of sIgE to egg components could distinguish different forms of egg allergy. Ratios of sIgE/sIgG4 could be useful in predicting tolerance in egg-sensitive subjects, but this needs further evaluation and investigation using more accurate models.


Assuntos
Hipersensibilidade a Ovo/sangue , Clara de Ovo/efeitos adversos , Imunoglobulina E/sangue , Imunoglobulina G/sangue , Alérgenos/sangue , Alérgenos/imunologia , Alérgenos/isolamento & purificação , Povo Asiático , Criança , Pré-Escolar , Hipersensibilidade a Ovo/genética , Hipersensibilidade a Ovo/imunologia , Hipersensibilidade a Ovo/patologia , Ensaio de Imunoadsorção Enzimática , Feminino , Humanos , Tolerância Imunológica/imunologia , Imunoglobulina E/imunologia , Imunoglobulina G/imunologia , Lactente , Masculino , Testes Cutâneos
12.
J Food Sci ; 85(3): 789-799, 2020 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-32078753

RESUMO

To investigate the influence of heat treatment and egg matrix on egg custard (EC) proteins, 12 different kinds of ECs with different egg/water ratios (1:1, 1:1.5, 1:2, or 1:3, v/v) and different heating temperatures (80, 90, or 100 °C) and times (10, 15, or 20 min) were prepared and evaluated for the digestibility, structure, eliciting capacity and sensitizing capacity using SDS-PAGE, fluorescence spectra, ELISA, and a BALB/c mouse model, respectively. The physicochemical properties of EC proteins were significantly affected by heat treatment and egg matrix, which showed the increased digestibility and partially unfolded structure. The eliciting capacity of EC evaluated by IgE binding to sera from egg-allergic patients was reduced after heat treatment, and the EC made by heating at 100 °C for 20 min with a whole egg/water ratio of 1:2 (v/v) was the weakest. The sensitizing capacity of EC was also reduced in the BALB/c mouse model, which showed the significantly decreased levels of specific IgE, IgG, IgG1 and IgG2a, mMCP-1 and histamine in the mouse sera, as well as cytokine secretions of IL-4, IL-5, and IL-13, compared with the raw egg (RE) group. Results demonstrate that heat treatment and egg matrix significantly reduced the eliciting and sensitizing capacity of EC by changing the tertiary structure and increasing the digestibility of EC proteins. PRACTICAL APPLICATION: Egg custard (EC) is one kind of savory food suitable for all ages, and is also a traditional supplementary food for infants and young children in China. However, limited information is available on the allergenicity of egg custard. In this work, we evaluated how the structure, digestibility, and allergenic potential of egg allergens in EC were altered by the degree of thermal treatment and egg matrix, and elucidated the links between the physicochemical properties and allergenic potential of EC affected by heat treatment and egg matrix. Our results demonstrate that heat treatment and egg matrix significantly reduced the eliciting and sensitizing capacity of EC by changing the tertiary structure and increasing the digestibility of EC proteins.


Assuntos
Alérgenos/química , Alérgenos/imunologia , Culinária/métodos , Hipersensibilidade a Ovo/imunologia , Proteínas do Ovo/química , Proteínas do Ovo/imunologia , Animais , Galinhas , Criança , Pré-Escolar , China , Hipersensibilidade a Ovo/sangue , Hipersensibilidade a Ovo/prevenção & controle , Ensaio de Imunoadsorção Enzimática , Feminino , Manipulação de Alimentos , Temperatura Alta , Humanos , Imunoglobulina E/sangue , Imunoglobulina G/sangue , Lactente , Masculino , Camundongos , Camundongos Endogâmicos BALB C
14.
J Allergy Clin Immunol ; 144(6): 1606-1614.e2, 2019 12.
Artigo em Inglês | MEDLINE | ID: mdl-31812184

RESUMO

BACKGROUND: The Enquiring About Tolerance (EAT) study was a randomized trial of the early introduction of allergenic solids into the infant diet from 3 months of age. The intervention effect did not reach statistical significance in the intention-to-treat analysis of the primary outcome. OBJECTIVE: We sought to determine whether infants at high risk of developing a food allergy benefited from early introduction. METHODS: A secondary intention-to-treat analysis was performed of 3 groups: nonwhite infants; infants with visible eczema at enrollment, with severity determined by SCORAD; and infants with enrollment food sensitization (specific IgE ≥0.1 kU/L). RESULTS: Among infants with sensitization to 1 or more foods at enrollment (≥0.1 kU/L), early introduction group (EIG) infants developed significantly less food allergy to 1 or more foods than standard introduction group (SIG) infants (SIG, 34.2%; EIG, 19.2%; P = .03), and among infants with sensitization to egg at enrollment, EIG infants developed less egg allergy (SIG, 48.6%; EIG, 20.0%; P = .01). Similarly, among infants with moderate SCORAD (15-<40) at enrollment, EIG infants developed significantly less food allergy to 1 or more foods (SIG, 46.7%; EIG, 22.6%; P = .048) and less egg allergy (SIG, 43.3%; EIG, 16.1%; P = .02). CONCLUSION: Early introduction was effective in preventing the development of food allergy in specific groups of infants at high risk of developing food allergy: those sensitized to egg or to any food at enrollment and those with eczema of increasing severity at enrollment. This efficacy occurred despite low adherence to the early introduction regimen. This has significant implications for the new national infant feeding recommendations that are emerging around the world.


Assuntos
Aleitamento Materno , Dessensibilização Imunológica , Hipersensibilidade a Ovo/prevenção & controle , Tolerância Imunológica , Alimentos Infantis , Pré-Escolar , Hipersensibilidade a Ovo/sangue , Hipersensibilidade a Ovo/imunologia , Seguimentos , Humanos , Imunoglobulina E/sangue , Imunoglobulina E/imunologia , Lactente , Masculino
16.
PLoS One ; 14(6): e0218253, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31216310

RESUMO

BACKGROUND: Current laboratory tests are less than 50% accurate in distinguishing between people who have food allergies (FA) and those who are merely sensitized to foods, resulting in the use of expensive and potentially dangerous Oral Food Challenges. This study presents a purely-computational machine learning approach, conducted using DNA Methylation (DNAm) data, to accurately diagnose food allergies and potentially find epigenetic targets for the disease. METHODS AND RESULTS: An unbiased feature-selection pipeline was created that narrowed down 405,000+ potential CpG biomarkers to 18. Machine-learning models that utilized subsets of this 18-feature aggregate achieved perfect classification accuracy on completely hidden test cohorts (on an 8-fold hidden dataset). Ensemble classification was also shown to be effective for this High Dimension Low Sample Size (HDLSS) DNA methylation dataset. The efficacy of these machine learning classifiers and the 18 CpGs was further validated by their high accuracy on a large number of hidden data permutations, where the samples in the training, cross-validation, and hidden sets were repeatedly randomly allocated. The 18-CpG signature mapped to 13 genes, on which biological insights were collected. Notably, many of the FA-discriminating genes found in this study were strongly associated with the immune system, and seven of the 13 genes were previously associated with FA. CONCLUSIONS: Previous studies have also created highly-accurate classifiers for this dataset, using both data-driven and a priori biological insights to construct a 96-CpG signature. This research builds on previous work because it uses a completely computational approach to obtain a perfect classification accuracy while using only 18 highly discriminating CpGs (0.005% of the total available features). In machine learning, simpler models, as used in this study, are generally preferred over more complex ones (other things being equal). Lastly, the completely data-driven methodology presented in this research eliminates the need for a priori biological information and allows for generalizability to other DNAm classification problems.


Assuntos
Biomarcadores/sangue , Metilação de DNA/genética , Hipersensibilidade a Ovo/sangue , Hipersensibilidade Alimentar/sangue , Arachis/efeitos adversos , Epigênese Genética/genética , Feminino , Hipersensibilidade Alimentar/genética , Hipersensibilidade Alimentar/patologia , Humanos , Lactente , Recém-Nascido , Aprendizado de Máquina , Masculino
17.
Food Res Int ; 118: 108-114, 2019 04.
Artigo em Inglês | MEDLINE | ID: mdl-30898346

RESUMO

Ovalbumin (OVA), a major allergen from hen's egg albumen, tends to aggregate when heated. Depending on the balance of attractive and repulsive interactions, heat-induced OVA aggregates have various morphologies, which differ in digestibility. In the context of food allergy to egg, we investigated the ability of native and thermally aggregated OVA as well as their digests to induce the degranulation of a humanized rat basophil leukemia (RBL) cell line, which was sensitized with a pool of sera from egg-allergic children. Native and two thermally aggregated OVA forms were digested in vitro using a gastrointestinal digestion model based on the INFOGEST harmonized protocol including a final degradation with jejunal brush border membranes (BBM) enzymes. The course of digestion was monitored by the OPA method and by RP-HPLC. Digestibility was OVA small aggregates>OVA large aggregates>>native OVA and BBM peptidases only significantly hydrolyzed small-sized peptides from gastro-duodenal digests of the aggregates. The degranulation ability of the native OVA slightly changed during the gastric phase but mostly decreased during the duodenal digestion with no further change with BBM digestion. The degranulation ability of aggregates, which was significantly lower than the ability of native OVA, was not significantly affected by digestion. Digestibility and ability to induce basophil degranulation can thus not be straightforward linked.


Assuntos
Basófilos/metabolismo , Digestão , Hipersensibilidade a Ovo/imunologia , Temperatura Alta , Ovalbumina/imunologia , Ovalbumina/metabolismo , Alérgenos/imunologia , Animais , Apresentação de Antígeno , Basófilos/imunologia , Degranulação Celular , Linhagem Celular , Galinhas , Criança , Hipersensibilidade a Ovo/sangue , Ovos , Trato Gastrointestinal , Humanos , Imunoglobulina E/sangue , Ovalbumina/sangue , Peptídeos/química , Peptídeos/imunologia , Ratos
19.
Pediatr Allergy Immunol ; 29(6): 637-643, 2018 09.
Artigo em Inglês | MEDLINE | ID: mdl-29974523

RESUMO

BACKGROUND: Allergen-specific IgE levels can be useful in predicting outcomes of oral food challenges, but optimal cutoff levels vary in different populations. The aim was to determine cutoff values for egg white- and Gal d 1-, Gal d 2-, Gal d 3-, and Gal d 4-specific IgE (sIgE) predicting positive oral heated egg challenges in 185 Finnish children and adolescents. METHODS: A total of 185 egg-sensitized patients (age: 1-19 years, median: 6.3, mean: 7.0 years) with suspected egg allergy underwent double-blind, placebo-controlled (n = 78), or open (n = 107) oral food challenges with heated egg white. Specific IgE levels to egg white, Gal d 1 (ovomucoid), Gal d 2 (ovalbumin), Gal d 3 (conalbumin), and Gal d 4 (lysozyme) were measured by ImmunoCAP and compared with challenge outcomes. RESULTS: Of the 185 challenges, 124 (67%) were positive. Gal d 1 sIgE levels were significantly higher in the challenge-positive (median 13.5 kU/L, mean 33.2 kU/L) than in the challenge-negative group (median 0.2 kU/L, mean 1.2 kU/L), P < 0.0001. The diagnostic capacity of sIgE to egg white and Gal d 2, 3, and 4 was clearly weaker. In ROC analysis, the AUC for egg white was 0.86, Gal d 2 0.84, Gal d 3 0.79, and Gal d 4 0.77. Sensitization to Gal d 1 with a cutoff of value of >3.7 kU/L predicted a positive challenge with a specificity of 95% and sensitivity of 78%. The likelihood ratio was 15.9. In ROC analysis, the area under the curve was 0.94 (95% CI, 0.91-0.97). With a cutoff value of >14 kU/L, all challenges were positive, and with a cutoff of <0.9 kU/L, 95% of the challenges were negative. In the children aged 1-5 years (n = 88), the cutoff for Gal d 1 was >3.8 kU/L, and in the children above 6 years of age (n = 97), it was >3.5 kU/L. CONCLUSION: Gal d 1-specific IgE is useful in distinguishing egg-sensitized patients with clinically reactive egg allergy from those tolerant of heated egg. The optimal cutoff point in a Finnish population of 185 children and adolescents was 3.7 kU/L with no significant difference between the younger and older age groups.


Assuntos
Alérgenos/imunologia , Hipersensibilidade a Ovo/sangue , Proteínas Dietéticas do Ovo/imunologia , Imunoglobulina E/sangue , Adolescente , Área Sob a Curva , Criança , Pré-Escolar , Método Duplo-Cego , Hipersensibilidade a Ovo/diagnóstico , Hipersensibilidade a Ovo/imunologia , Feminino , Finlândia , Humanos , Imunoglobulina E/imunologia , Testes Imunológicos/métodos , Lactente , Masculino , Curva ROC , Adulto Jovem
20.
Nutrients ; 10(6)2018 Jun 12.
Artigo em Inglês | MEDLINE | ID: mdl-29895783

RESUMO

Chicken serum albumin (CSA) is a hen's egg yolk allergen causing IgE-mediated allergy. The objective of this study was to produce a recombinant version of CSA and compare its IgE reactivity to natural CSA (nCSA). CSA was cloned and expressed as a soluble fraction in the yeast Kluyveromyces lactis (K. lactis) protein expression system. The gene encoding CSA was amplified with a C-terminal hemagglutinin epitope tag by polymerase chain reaction (PCR) and cloned into the pKLAC2 expression vector prior to transforming into K. lactis. Recombinant CSA (rCSA) was purified by immunoprecipitation. Twenty-one patients allergic to hen's egg white were examined for sensitisation against nCSA. 38% of patients were found to be sensitised to CSA based on Western immunoassay. Immunoglobulin E (IgE) binding capacity of rCSA and nCSA was analysed by ELISA using sera from patients sensitised to CSA. Levels of IgE-binding were similar for both the recombinant and the natural CSA, indicating the existence of similar epitopes. rCSA produced in this study is a potential candidate to be used in component-resolved diagnosis (CRD) of egg yolk allergy. The usefulness of rCSA in CRD of egg yolk allergy warrants further characterisation using sera from patients with allergy to hen's egg yolk in future studies.


Assuntos
Alérgenos/imunologia , Galinhas/imunologia , Hipersensibilidade a Ovo/imunologia , Proteínas Dietéticas do Ovo/imunologia , Imunoglobulina E/sangue , Kluyveromyces/imunologia , Albumina Sérica/imunologia , Alérgenos/biossíntese , Alérgenos/genética , Animais , Especificidade de Anticorpos , Biomarcadores/sangue , Galinhas/genética , Galinhas/metabolismo , Hipersensibilidade a Ovo/sangue , Hipersensibilidade a Ovo/diagnóstico , Proteínas Dietéticas do Ovo/metabolismo , Epitopos , Humanos , Kluyveromyces/genética , Kluyveromyces/metabolismo , Proteínas Recombinantes/imunologia , Albumina Sérica/biossíntese , Albumina Sérica/genética
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