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1.
Allergol Immunopathol (Madr) ; 48(3): 232-236, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-31477394

RESUMEN

BACKGROUND: China and Spain are world leaders in the consumption of edible bulbs (garlic and onion), but there are few references to their capacity to cause allergic symptoms. The target was to study allergic sensitization and clinical symptoms associated with garlic and onion consumption in a large sample of allergic patients. METHODS: An observational cross-sectional study was conducted, testing garlic and onion extracts in 8109 patients of all ages seen by our allergy clinic in 2018. Forty-four aeroallergens and foods were tested, including garlic and onion, with prick test and determination of specific IgE. Oral provocation and contact tests were performed if a delayed reaction was suspected. Western Blot was performed in the serum of patients positive to garlic and onion. RESULTS: We conducted 356,798 skin tests and 4254 specific IgE determinations. Of the 8109 patients tested, 2508 (30.92%) presented with symptoms associated with food intake and, in these patients, food hypersensitivity was detected by skin test, positive specific IgE or provocation in 924 patients, and was caused by garlic or onions in 27, indicating a prevalence of 2.92%. Immunodetection showed an association between the symptoms and a specific LTP to these bulbs, without cross-reactivity with other LTPs in the Mediterranean diet (peach, wheat). CONCLUSIONS: Allergic hypersensitivity to garlic and onions should not be underestimated and, given their high consumption, should be included in the diagnostic food allergy battery.


Asunto(s)
Alérgenos/inmunología , Hipersensibilidad a los Alimentos/epidemiología , Proteínas de Plantas/inmunología , Administración Oral , Adulto , Estudios Transversales , Dieta Mediterránea , Femenino , Hipersensibilidad a los Alimentos/diagnóstico , Ajo , Humanos , Hipersensibilidad Inmediata , Inmunización , Inmunoglobulina E/metabolismo , Masculino , Persona de Mediana Edad , Cebollas , Pruebas Cutáneas , Adulto Joven
2.
Allergol Immunopathol (Madr) ; 47(4): 350-356, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-30578002

RESUMEN

INTRODUCTION AND OBJECTIVES: Biological aerosols play a vital role in the interactions between the atmosphere, biosphere, climate and public health and fungal spores are a component with allergic importance. We constructed a database in Castile & Leon (Spain) and carry out molecular-level component-resolved diagnosis to complete the air quality study carried out since 2006 by our aerobiological network (RACYL) to aid clinical diagnosis and treatment. METHODS: We reviewed a database of 19,774 patients (adults and children) with allergic respiratory disease treated in our unit during the last 12 years. We also made a component-resolved diagnosis of the molecules involved in the pathology in a randomly selected population of 150 patients. RESULTS: The dimeric glycoprotein Alt a1 from Alternaria is the most prevalent and most useful allergen in the diagnosis of patients with allergy to fungi in our area (94.4%), followed by enolase Alt a 6 (Alternaria), ribonuclease Asp f 1 of Aspergillus and mannitol dehydrogenase from Cla h 8 (Cladosporium). CONCLUSIONS: Our results have helped determine which spore molecules are most-closely associated with allergies. Molecular analysis will be useful to determine more accurate and useful immunotherapy in these patients.


Asunto(s)
Alternariosis/epidemiología , Aspergilosis/epidemiología , Hipersensibilidad Respiratoria/epidemiología , Esporas Fúngicas/inmunología , Tiña/epidemiología , Adulto , Alérgenos/inmunología , Alternaria/inmunología , Antígenos Fúngicos/inmunología , Aspergillus/inmunología , Niño , Cladosporium/inmunología , Bases de Datos Factuales , Femenino , Proteínas Fúngicas/inmunología , Humanos , Masculino , España/epidemiología
3.
Allergol Immunopathol (Madr) ; 46(2): 181-189, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-29338961

RESUMEN

BACKGROUND: Eosinophilic esophagitis (EoE) is characterized by esophageal dysfunction and, histologically, by eosinophilic inflammation. There is not a clear etiologic treatment. Biopsies analysis using plant histology methods may show callose and pollen tubes in the esophageal mucosa. Component-resolved diagnosis (CRD) with microarrays could detect possible allergens involved and indicate an elimination diet and allergen immunotherapy (AIT). METHODS: One hundred and twenty-nine patients with EoE were tested for environmental and food allergens. CRD, histological and botanical analysis were performed. Clinical scores and endoscopic biopsy were performed every six months for three years. Fifty healthy patients, 50 asthmatics due to pollen, and 53 celiac disease patients were included as comparison groups. CRD-directed AIT was administered in 91 EoE patients and elimination diet in 140 patients (87 EoE and all 53 CD patients). RESULTS: CRD detected allergen hypersensitivity in 87.6% of patients with EoE. The predominant allergens were grass group 1 (55%), lipid transfer proteins (LTP) of peach and mugwort, hazelnuts and walnuts. Callose from pollen tubes was found in 65.6% of biopsies. After CRD-guided elimination diet and/or AIT, 101 (78.3%) EoE patients showed significant clinical improvement (p<0.017) and 97 (75.2%) were discharged (negative biopsy, no symptoms, no medication) without relapse. AIT-treated patients had better outcomes (odds ratio 177.3, 95% CI 16.2-1939.0). CONCLUSION: CRD-directed AIT and/or elimination diet was efficient in treating EoE patients and was well tolerated.


Asunto(s)
Asma/patología , Desensibilización Inmunológica/métodos , Esofagitis Eosinofílica/patología , Rinitis Alérgica Estacional/patología , Adulto , Alérgenos/inmunología , Antígenos de Plantas/inmunología , Asma/inmunología , Asma/terapia , Biopsia , Proteínas Portadoras/inmunología , Dietoterapia , Endoscopía , Esofagitis Eosinofílica/inmunología , Esofagitis Eosinofílica/terapia , Femenino , Estudios de Seguimiento , Glucanos/inmunología , Humanos , Masculino , Análisis por Micromatrices , Persona de Mediana Edad , Proteínas de Plantas/inmunología , Poaceae , Polen/inmunología , Rinitis Alérgica Estacional/inmunología , Rinitis Alérgica Estacional/terapia , Adulto Joven
4.
Allergol Immunopathol (Madr) ; 44(5): 472-4, 2016.
Artículo en Inglés | MEDLINE | ID: mdl-27087565

RESUMEN

BACKGROUND: Heroin and its contaminants may be an important source of allergens in young people. We present a case of severe endophthalmitis in a patient that also suffered from anaphylactoid symptoms (hypotension, urticaria, glottic oedema) whenever he ingested lemon. METHODS: Prick tests with a battery of 42 aeroallergens including fruits and citrus fruits (orange, mandarin, grapefruit and lemon) and specific IgE to these allergens were carried out. Immunodetection was performed using the patient's serum and the following allergens: lemon, Candida, Aspergillus, Penicillium and Alternaria recombinant Alt 1 (Laboratories Diater). RESULTS: Skin tests were negative for Candida, Penicillium, Aspergillus and Cladosporium (ALK-Spain) as were specific IgE antibodies for CAP (Thermofisher, Sweden) and positive only for lemon and, doubtfully, to Candida. Specific IgE tests to pollen, arthropods, fungi, dander and foods were positive only for lemon (0.49kU/L). Serological study of fungi ruled out fungal infection at that time. The immunodetection showed that the patient's serum recognised a protein of approximately 25kDa of lemon peel, one of approximately 12-13kDa of Penicillium, and perfectly recognised Alt a 1. CONCLUSIONS: Lemon surface can be contaminated by Candida and other fungi. In heroin addicts with positive skin tests for lemon, the possibility of these serious complications should be taken into account.


Asunto(s)
Alérgenos/inmunología , Anafilaxia/diagnóstico , Antígenos de Plantas/inmunología , Endoftalmitis/diagnóstico , Hipersensibilidad a los Alimentos/diagnóstico , Dependencia de Heroína/diagnóstico , Heroína/inmunología , Adulto , Anafilaxia/etiología , Citrus/inmunología , Endoftalmitis/etiología , Hipersensibilidad a los Alimentos/complicaciones , Jugos de Frutas y Vegetales/efectos adversos , Dependencia de Heroína/complicaciones , Humanos , Inmunoglobulina E/sangre , Masculino , Pruebas Cutáneas , España
5.
Allergol Immunopathol (Madr) ; 39(4): 212-21, 2011.
Artículo en Inglés | MEDLINE | ID: mdl-21216082

RESUMEN

BACKGROUND: We have observed that some cases of food anaphylaxis were followed by severe thrombosis associated to anticardiolipin antibodies. Food anaphylaxis associated with antiphospholipid syndrome has seldom been published. OBJECTIVE: The aims were: 1) to test anticardiolipin antibodies in an important number of patients with anaphylaxis due to vegetal foods and their relationship with possible thrombosis; and 2) to study seed and fruit hypersensitivity in patients with previous thrombotic events associated with antiphospholipid antibodies (aCL). METHODS: We included 30 patients diagnosed of thrombosis associated with aCL, 52 patients who suffered from anaphylaxis due to seeds or fruits, and 120 control patients. Haematological, cardiopulmonary vascular and rheumatologic studies had been performed as needed. In vivo and in vitro allergy tests with a large battery of vegetal allergens were carried out in all the patients. Measurement of IgG aCL antibodies and specific IgE to vegetal food was done by ELISA and CAP-FEIA (Phadia). Immunodetection and inhibitions with lipoproteins belonging to seeds were performed. RESULTS: Seventy-five percent of the patients diagnosed as having antiphospholipid primary syndrome had specific IgE against different proteins from different vegetable allergens, most of them seeds, and clearly against lipoproteins that were also recognised by the patients with food anaphylaxis but not by the control cases. Among the patients with anaphylaxis, 28% had anticardiolipin antibodies and 17.3% thrombosis. CONCLUSION: Our study suggests that seed lipoproteins which cause severe food anaphylaxis might have a potential role in the antiphospholipid syndrome and related thrombosis.


Asunto(s)
Anticuerpos Anticardiolipina/sangre , Síndrome Antifosfolípido/inmunología , Hipersensibilidad a los Alimentos/inmunología , Lipoproteínas/efectos adversos , Adolescente , Adulto , Alérgenos/inmunología , Anafilaxia , Anticuerpos Anticardiolipina/inmunología , Antígenos de Plantas/efectos adversos , Antígenos de Plantas/inmunología , Síndrome Antifosfolípido/complicaciones , Síndrome Antifosfolípido/diagnóstico , Síndrome Antifosfolípido/fisiopatología , Pruebas de Provocación Bronquial , Epítopos , Femenino , Hipersensibilidad a los Alimentos/complicaciones , Hipersensibilidad a los Alimentos/diagnóstico , Hipersensibilidad a los Alimentos/fisiopatología , Humanos , Inmunoglobulina E/sangre , Lipoproteínas/inmunología , Masculino , Pruebas Cutáneas , Trombosis , Verduras/efectos adversos
6.
Allergol Immunopathol (Madr) ; 39(5): 271-9, 2011.
Artículo en Inglés | MEDLINE | ID: mdl-21272987

RESUMEN

BACKGROUND: Cannabis is the illicit drug most widely used by young people in high-income countries. Allergy symptoms have only occasionally been reported as one of the adverse health effects of cannabis use. OBJECTIVES: To study IgE-mediated response to cannabis in drug users, atopic patients, and healthy controls. METHODS: Asthmatic patients sensitised to pollen, and all patients sensitised to tobacco, tomato and latex, considered as cross-reacting allergens, were selected from a data base of 21,582 patients. Drug users attending a drug-rehabilitation clinic were also included. Controls were 200 non-atopic blood donors. Specific IgE determination, prick tests and specific challenge with cannabis extracts were performed in patients and controls. RESULTS: Overall, 340 patients, mean age 26.9±10.7 years, were included. Males (61.4%) were the most sensitised to cannabis (p<0.001). All cannabis-sensitised patients were alcohol users. Eighteen (72%) of the patients allergic to tomato were sensitised to cannabis, but a positive specific challenge to cannabis was highest in patients sensitised to tobacco (13/21, 61.9%), (p<0.001). Pollen allergy was not a risk factor for cannabis sensitisation. Prick tests and IgE for cannabis had a good sensitivity (92 and 88.1%, respectively) and specificity (87.1 and 96%) for cannabis sensitisation. CONCLUSIONS: Cannabis may be an important allergen in young people. Patients previously sensitised to tobacco or tomato are at risk. Cannabis prick tests and IgE were useful in detecting sensitisation.


Asunto(s)
Alérgenos/inmunología , Antígenos de Plantas/inmunología , Asma/inmunología , Cannabis , Grupos de Población , Adolescente , Adulto , Alérgenos/efectos adversos , Asma/diagnóstico , Asma/epidemiología , Cannabis/inmunología , Reacciones Cruzadas , Femenino , Humanos , Drogas Ilícitas/inmunología , Inmunoglobulina E/inmunología , Solanum lycopersicum/inmunología , Masculino , Polen/efectos adversos , Riesgo , Sensibilidad y Especificidad , Pruebas Cutáneas , España , Nicotiana/inmunología
8.
Allergol. immunopatol ; 48(3): 232-236, mayo-jun. 2020. tab, graf
Artículo en Inglés | IBECS (España) | ID: ibc-192024

RESUMEN

BACKGROUND: China and Spain are world leaders in the consumption of edible bulbs (garlic and onion), but there are few references to their capacity to cause allergic symptoms. The target was to study allergic sensitization and clinical symptoms associated with garlic and onion consumption in a large sample of allergic patients. METHODS: An observational cross-sectional study was conducted, testing garlic and onion extracts in 8109 patients of all ages seen by our allergy clinic in 2018. Forty-four aeroallergens and foods were tested, including garlic and onion, with prick test and determination of specific IgE. Oral provocation and contact tests were performed if a delayed reaction was suspected. Western Blot was performed in the serum of patients positive to garlic and onion. RESULTS: We conducted 356,798 skin tests and 4254 specific IgE determinations. Of the 8109 patients tested, 2508 (30.92%) presented with symptoms associated with food intake and, in these patients, food hypersensitivity was detected by skin test, positive specific IgE or provocation in 924 patients, and was caused by garlic or onions in 27, indicating a prevalence of 2.92%. Immunodetection showed an association between the symptoms and a specific LTP to these bulbs, without cross-reactivity with other LTPs in the Mediterranean diet (peach, wheat). CONCLUSIONS: Allergic hypersensitivity to garlic and onions should not be underestimated and, given their high consumption, should be included in the diagnostic food allergy battery


No disponible


Asunto(s)
Humanos , Masculino , Femenino , Lactante , Niño , Adolescente , Adulto Joven , Adulto , Persona de Mediana Edad , Hipersensibilidad a los Alimentos/diagnóstico , Ajo/inmunología , Inmunoglobulina E/sangre , Cebollas/inmunología , Hipersensibilidad a los Alimentos/inmunología , Pruebas Cutáneas , Prueba de Radioalergoadsorción , Estudios Transversales , Western Blotting
9.
Allergol. immunopatol ; 47(4): 350-356, jul.-ago. 2019. tab, graf
Artículo en Inglés | IBECS (España) | ID: ibc-186506

RESUMEN

Introduction and objectives: Biological aerosols play a vital role in the interactions between the atmosphere, biosphere, climate and public health and fungal spores are a component with allergic importance. We constructed a database in Castile & Leon (Spain) and carry out molecular-level component-resolved diagnosis to complete the air quality study carried out since 2006 by our aerobiological network (RACYL) to aid clinical diagnosis and treatment. Methods: We reviewed a database of 19,774 patients (adults and children) with allergic respiratory disease treated in our unit during the last 12 years. We also made a component-resolved diagnosis of the molecules involved in the pathology in a randomly selected population of 150 patients. Results: The dimeric glycoprotein Alt a1 from Alternaria is the most prevalent and most useful allergen in the diagnosis of patients with allergy to fungi in our area (94.4%), followed by enolase Alt a 6 (Alternaria), ribonuclease Asp f 1 of Aspergillus and mannitol dehydrogenase from Cla h 8 (Cladosporium). Conclusions: Our results have helped determine which spore molecules are most-closely associated with allergies. Molecular analysis will be useful to determine more accurate and useful immunotherapy in these patients


No disponible


Asunto(s)
Humanos , Masculino , Femenino , Niño , Adulto , Alternariosis/epidemiología , Aspergilosis/epidemiología , Hipersensibilidad Respiratoria/epidemiología , Esporas Fúngicas/inmunología , Tiña/epidemiología , Alérgenos/inmunología , Alternaria/inmunología , Antígenos Fúngicos/inmunología , Aspergilosis/inmunología , Cladosporium/inmunología , Bases de Datos Factuales , España/epidemiología
10.
Allergol. immunopatol ; 46(2): 181-189, mar.-abr. 2018. ilus, tab
Artículo en Inglés | IBECS (España) | ID: ibc-172178

RESUMEN

Background: Eosinophilic esophagitis (EoE) is characterized by esophageal dysfunction and, histologically, by eosinophilic inflammation. There is not a clear etiologic treatment. Biopsies analysis using plant histology methods may show callose and pollen tubes in the esophageal mucosa. Component-resolved diagnosis (CRD) with microarrays could detect possible allergens involved and indicate an elimination diet and allergen immunotherapy (AIT). Methods: One hundred and twenty-nine patients with EoE were tested for environmental and food allergens. CRD, histological and botanical analysis were performed. Clinical scores and endoscopic biopsy were performed every six months for three years. Fifty healthy patients, 50 asthmatics due to pollen, and 53 celiac disease patients were included as comparison groups. CRD-directed AIT was administered in 91 EoE patients and elimination diet in 140 patients (87 EoE and all 53 CD patients). Results: CRD detected allergen hypersensitivity in 87.6% of patients with EoE. The predominant allergens were grass group 1 (55%), lipid transfer proteins (LTP) of peach and mugwort, hazelnuts and walnuts. Callose from pollen tubes was found in 65.6% of biopsies. After CRD-guided elimination diet and/or AIT, 101 (78.3%) EoE patients showed significant clinical improvement (p < 0.017) and 97 (75.2%) were discharged (negative biopsy, no symptoms, no medication) without relapse (AU)


No disponible


Asunto(s)
Humanos , Esofagitis Eosinofílica/inmunología , Rinitis Alérgica Estacional/inmunología , Desensibilización Inmunológica , Biopsia , Tubo Polínico/crecimiento & desarrollo , Polen/efectos adversos , Pruebas Cutáneas , Pruebas Inmunológicas , Estudios de Casos y Controles , Fluoroinmunoensayo , Estudios Longitudinales , Asma/inmunología , Enfermedad Celíaca/inmunología
11.
Allergol. immunopatol ; 44(5): 472-474, sept.-oct. 2016. ilus
Artículo en Inglés | IBECS (España) | ID: ibc-155862

RESUMEN

BACKGROUND: Heroin and its contaminants may be an important source of allergens in young people. We present a case of severe endophthalmitis in a patient that also suffered from anaphylactoid symptoms (hypotension, urticaria, glottic oedema) whenever he ingested lemon. METHODS: Prick tests with a battery of 42 aeroallergens including fruits and citrus fruits (orange, mandarin, grapefruit and lemon) and specific IgE to these allergens were carried out. Immunodetection was performed using the patient's serum and the following allergens: lemon,Candida, Aspergillus, Penicillium and Alternaria recombinant Alt 1 (Laboratories Diater). RESULTS: Skin tests were negative or Candida, Penicillium, Aspergillus and Cladosporium (ALK-Spain) as were specific IgE antibodies for CAP (Thermofisher, Sweden) and positive only for lemon and, doubtfully, to Candida. Specific IgE tests to pollen, arthropods, fungi, dander and foods were positive only for lemon (0.49kU/L). Serological study of fungi ruled out fungal infection at that time. The immunodetection showed that the patient's serum recognised a protein of approximately 25kDa of lemon peel, one of approximately 12-13kDa of Penicillium, and perfectly recognised Alt a 1. CONCLUSIONS: Lemon surface can be contaminated by Candida and other fungi. In heroin addicts with positive skin tests for lemon, the possibility of these serious complications should be taken into account


No disponible


Asunto(s)
Humanos , Masculino , Adulto , Endoftalmitis/complicaciones , Endoftalmitis/epidemiología , Endoftalmitis/inmunología , Citrus/efectos adversos , Aspergillus/inmunología , Aspergillus/aislamiento & purificación , Cladosporium/inmunología , Cladosporium/aislamiento & purificación , Endoftalmitis/tratamiento farmacológico , Endoftalmitis/fisiopatología , Candida/aislamiento & purificación , Penicillium/patogenicidad , Heroína/análisis , Antagonistas de Narcóticos/análisis , Antagonistas de Narcóticos/inmunología
12.
Allergol. immunopatol ; 39(5): 271-279, sept.-oct. 2011.
Artículo en Inglés | IBECS (España) | ID: ibc-94355

RESUMEN

Background: Cannabis is the illicit drug most widely used by young people in high-income countries. Allergy symptoms have only occasionally been reported as one of the adverse health effects of cannabis use. Objectives: To study IgE-mediated response to cannabis in drug users, atopic patients, and healthy controls. Methods: Asthmatic patients sensitised to pollen, and all patients sensitised to tobacco, tomato and latex, considered as cross-reacting allergens, were selected from a data base of 21,582 patients. Drug users attending a drug-rehabilitation clinic were also included. Controls were 200 non-atopic blood donors. Specific IgE determination, prick tests and specific challenge with cannabis extracts were performed in patients and controls. Results: Overall, 340 patients, mean age 26.9±10.7 years, were included. Males (61.4%) were the most sensitised to cannabis (p<0.001). All cannabis-sensitised patients were alcohol users. Eighteen (72%) of the patients allergic to tomato were sensitised to cannabis, but a positive specific challenge to cannabis was highest in patients sensitised to tobacco (13/21, 61.9%), (p<0.001). Pollen allergy was not a risk factor for cannabis sensitisation. Prick tests and IgE for cannabis had a good sensitivity (92 and 88.1%, respectively) and specificity (87.1 and 96%) for cannabis sensitisation. Conclusions: Cannabis may be an important allergen in young people. Patients previously sensitised to tobacco or tomato are at risk. Cannabis prick tests and IgE were useful in detecting sensitisation (AU)


Asunto(s)
Humanos , Masculino , Femenino , Adulto , Hipersensibilidad/inmunología , Cannabis/inmunología , Asma/complicaciones , Asma/diagnóstico , Asma/inmunología , Hipersensibilidad Inmediata/diagnóstico , Hipersensibilidad Inmediata/inmunología , Inmunoglobulina E , Inmunoglobulina E/inmunología , Espirometría/métodos , Abuso de Marihuana/inmunología , Drogas Ilícitas/inmunología , Drogas Ilícitas/aislamiento & purificación
13.
Allergol. immunopatol ; 39(4): 212-221, jul.-ago. 2011. ilus, graf, tab
Artículo en Inglés | IBECS (España) | ID: ibc-90517

RESUMEN

Background: We have observed that some cases of food anaphylaxis were followed by severe thrombosis associated to anticardiolip in antibodies. Food anaphylaxis associated with antiphospholipid syndrome has seldom been published. Objective: The aims were: 1) to test anticardiolipin antibodies in an important number of patients with anaphylaxis due to vegetal foods and their relationship with possible thrombosis; and 2) to study seed and fruit hypersensitivity in patients with previous thrombotic events associated with antiphospholipid antibodies (aCL). Methods: We included 30 patients diagnosed of thrombosis associated with a CL, 52 patients who suffered from anaphylaxis due to seeds or fruits, and 120 control patients. Haematological, cardiopulmonary vascular and rheumatologic studies had been performed as needed. In vivo and in vitro allergy tests with a large battery of vegetal allergens were carried out in all the patients. Measurement of IgG a CL antibodies and specific IgE to vegetal food was done by ELISA and CAP-FEIA (Phadia). Immunodetection and inhibitions with lipoproteins belonging to seedswere performed. Results: Seventy-five percent of the patients diagnosed as having antiphospholipid primary syndrome had specific IgE against different proteins from different vegetable allergens, most of them seeds, and clearly against lipoproteins that were also recognised by the patients with food anaphylaxis but not by the control cases. Among the patients with anaphylaxis, 28% had anticardiolipin antibodies and 17.3% thrombosis. Conclusion: Our study suggests that seed lipoproteins which cause severe food anaphylaxis might have a potential role in the antiphospholipid syndrome and related thrombosis (AU)


Asunto(s)
Humanos , Anafilaxia/complicaciones , Hipersensibilidad a los Alimentos/complicaciones , Síndrome Antifosfolípido/complicaciones , Pruebas Cutáneas , Trombosis/complicaciones , Pruebas de Provocación Bronquial , Inmunoglobulina E/sangre , Anticuerpos Anticardiolipina/análisis
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