Allergen Immunotherapy in MASK‐Air Users in Real‐Life: Results of a Bayesian Mixed‐Effects Model

Detalhes bibliográficos
Autor(a) principal: Sousa‐Pinto, B
Data de Publicação: 2022
Outros Autores: Azevedo, LF, Sá‐Sousa, A, Vieira, RJ, Amaral, R, Klimek, L, Czarlewski, W, Anto, JM, Bedbrook, A, Kvedariene, V, Ventura, MT, Ansotegui, IJ, Bergmann, KC, Brussino, L, Canonica, GW, Cardona, V, Carreiro‐Martins, P, Casale, T, Cecchi, L, Chivato, T, Chu, DK, Cingi, C, Costa, EM, Cruz, AA, De Feo, G, Devillier, P, Fokkens, WJ, Gaga, M, Gemicioğlu, B, Haahtela, T, Ivancevich, JC, Ispayeva, Z, Jutel, M, Kuna, P, Kaidashev, I, Kraxner, H, Larenas‐Linnemann, DE, Laune, D, Lipworth, B, Louis, R, Makris, M, Monti, R, Morais‐Almeida, M, Mösges, R, Mullol, J, Odemyr, M, Okamoto, Y, Papadopoulos, NG, Patella, V, Pham‐Thi, N, Regateiro, FS, Reitsma, S, Rouadi, PW, Samolinski, B, Sova, M, Todo‐Bom, A, Taborda‐Barata, L, Tomazic, PV, Toppila‐Salmi, S, Sastre, J, Tsiligianni, I, Valiulis, A, Wallace, D, Waserman, S, Yorgancioglu, A, Zidarn, M, Zuberbier, T, Fonseca, JA, Bousquet, J, Pfaar, O
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.17/4019
Resumo: Background: Evidence regarding the effectiveness of allergen immunotherapy (AIT) on allergic rhinitis has been provided mostly by randomised controlled trials, with little data from real-life studies. Objective: To compare the reported control of allergic rhinitis symptoms in three groups of users of the MASK-air® app: those receiving sublingual AIT (SLIT), those receiving subcutaneous AIT (SCIT), and those receiving no AIT. Methods: We assessed the MASK-air® data of European users with self-reported grass pollen allergy, comparing the data reported by patients receiving SLIT, SCIT and no AIT. Outcome variables included the daily impact of allergy symptoms globally and on work (measured by visual analogue scales-VASs), and a combined symptom-medication score (CSMS). We applied Bayesian mixed-effects models, with clustering by patient, country and pollen season. Results: We analysed a total of 42,756 days from 1,093 grass allergy patients, including 18,479 days of users under AIT. Compared to no AIT, SCIT was associated with similar VAS levels and CSMS. Compared to no AIT, SLIT-tablet was associated with lower values of VAS global allergy symptoms (average difference = 7.5 units out of 100; 95% credible interval [95%CrI] = -12.1;-2.8), lower VAS Work (average difference = 5.0; 95%CrI = -8.5;-1.5), and a lower CSMS (average difference = 3.7; 95%CrI = -9.3;2.2). When compared to SCIT, SLIT-tablet was associated with lower VAS global allergy symptoms (average difference = 10.2; 95%CrI = -17.2;-2.8), lower VAS Work (average difference = 7.8; 95%CrI = -15.1;0.2), and a lower CSMS (average difference = 9.3; 95%CrI = -18.5;0.2). Conclusion: In patients with grass pollen allergy, SLIT-tablet, when compared to no AIT and to SCIT, is associated with lower reported symptom severity. Future longitudinal studies following internationally-harmonised standards for performing and reporting real-world data in AIT are needed to better understand its 'real-world' effectiveness.
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spelling Allergen Immunotherapy in MASK‐Air Users in Real‐Life: Results of a Bayesian Mixed‐Effects ModelAllergic rhinitisImmunotherapyMobile healthPatient-reported outcomesReal-life data analysis.HDE ALERBackground: Evidence regarding the effectiveness of allergen immunotherapy (AIT) on allergic rhinitis has been provided mostly by randomised controlled trials, with little data from real-life studies. Objective: To compare the reported control of allergic rhinitis symptoms in three groups of users of the MASK-air® app: those receiving sublingual AIT (SLIT), those receiving subcutaneous AIT (SCIT), and those receiving no AIT. Methods: We assessed the MASK-air® data of European users with self-reported grass pollen allergy, comparing the data reported by patients receiving SLIT, SCIT and no AIT. Outcome variables included the daily impact of allergy symptoms globally and on work (measured by visual analogue scales-VASs), and a combined symptom-medication score (CSMS). We applied Bayesian mixed-effects models, with clustering by patient, country and pollen season. Results: We analysed a total of 42,756 days from 1,093 grass allergy patients, including 18,479 days of users under AIT. Compared to no AIT, SCIT was associated with similar VAS levels and CSMS. Compared to no AIT, SLIT-tablet was associated with lower values of VAS global allergy symptoms (average difference = 7.5 units out of 100; 95% credible interval [95%CrI] = -12.1;-2.8), lower VAS Work (average difference = 5.0; 95%CrI = -8.5;-1.5), and a lower CSMS (average difference = 3.7; 95%CrI = -9.3;2.2). When compared to SCIT, SLIT-tablet was associated with lower VAS global allergy symptoms (average difference = 10.2; 95%CrI = -17.2;-2.8), lower VAS Work (average difference = 7.8; 95%CrI = -15.1;0.2), and a lower CSMS (average difference = 9.3; 95%CrI = -18.5;0.2). Conclusion: In patients with grass pollen allergy, SLIT-tablet, when compared to no AIT and to SCIT, is associated with lower reported symptom severity. Future longitudinal studies following internationally-harmonised standards for performing and reporting real-world data in AIT are needed to better understand its 'real-world' effectiveness.WileyRepositório do Centro Hospitalar Universitário de Lisboa Central, EPESousa‐Pinto, BAzevedo, LFSá‐Sousa, AVieira, RJAmaral, RKlimek, LCzarlewski, WAnto, JMBedbrook, AKvedariene, VVentura, MTAnsotegui, IJBergmann, KCBrussino, LCanonica, GWCardona, VCarreiro‐Martins, PCasale, TCecchi, LChivato, TChu, DKCingi, CCosta, EMCruz, AADe Feo, GDevillier, PFokkens, WJGaga, MGemicioğlu, BHaahtela, TIvancevich, JCIspayeva, ZJutel, MKuna, PKaidashev, IKraxner, HLarenas‐Linnemann, DELaune, DLipworth, BLouis, RMakris, MMonti, RMorais‐Almeida, MMösges, RMullol, JOdemyr, MOkamoto, YPapadopoulos, NGPatella, VPham‐Thi, NRegateiro, FSReitsma, SRouadi, PWSamolinski, BSova, MTodo‐Bom, ATaborda‐Barata, LTomazic, PVToppila‐Salmi, SSastre, JTsiligianni, IValiulis, AWallace, DWaserman, SYorgancioglu, AZidarn, MZuberbier, TFonseca, JABousquet, JPfaar, O2022-03-30T11:52:27Z20222022-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.17/4019engClin Transl Allergy . 2022 Mar;12(3):e1212810.1002/clt2.12128info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-03-10T09:44:58Zoai:repositorio.chlc.min-saude.pt:10400.17/4019Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T17:21:19.704203Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Allergen Immunotherapy in MASK‐Air Users in Real‐Life: Results of a Bayesian Mixed‐Effects Model
title Allergen Immunotherapy in MASK‐Air Users in Real‐Life: Results of a Bayesian Mixed‐Effects Model
spellingShingle Allergen Immunotherapy in MASK‐Air Users in Real‐Life: Results of a Bayesian Mixed‐Effects Model
Sousa‐Pinto, B
Allergic rhinitis
Immunotherapy
Mobile health
Patient-reported outcomes
Real-life data analysis.
HDE ALER
title_short Allergen Immunotherapy in MASK‐Air Users in Real‐Life: Results of a Bayesian Mixed‐Effects Model
title_full Allergen Immunotherapy in MASK‐Air Users in Real‐Life: Results of a Bayesian Mixed‐Effects Model
title_fullStr Allergen Immunotherapy in MASK‐Air Users in Real‐Life: Results of a Bayesian Mixed‐Effects Model
title_full_unstemmed Allergen Immunotherapy in MASK‐Air Users in Real‐Life: Results of a Bayesian Mixed‐Effects Model
title_sort Allergen Immunotherapy in MASK‐Air Users in Real‐Life: Results of a Bayesian Mixed‐Effects Model
author Sousa‐Pinto, B
author_facet Sousa‐Pinto, B
Azevedo, LF
Sá‐Sousa, A
Vieira, RJ
Amaral, R
Klimek, L
Czarlewski, W
Anto, JM
Bedbrook, A
Kvedariene, V
Ventura, MT
Ansotegui, IJ
Bergmann, KC
Brussino, L
Canonica, GW
Cardona, V
Carreiro‐Martins, P
Casale, T
Cecchi, L
Chivato, T
Chu, DK
Cingi, C
Costa, EM
Cruz, AA
De Feo, G
Devillier, P
Fokkens, WJ
Gaga, M
Gemicioğlu, B
Haahtela, T
Ivancevich, JC
Ispayeva, Z
Jutel, M
Kuna, P
Kaidashev, I
Kraxner, H
Larenas‐Linnemann, DE
Laune, D
Lipworth, B
Louis, R
Makris, M
Monti, R
Morais‐Almeida, M
Mösges, R
Mullol, J
Odemyr, M
Okamoto, Y
Papadopoulos, NG
Patella, V
Pham‐Thi, N
Regateiro, FS
Reitsma, S
Rouadi, PW
Samolinski, B
Sova, M
Todo‐Bom, A
Taborda‐Barata, L
Tomazic, PV
Toppila‐Salmi, S
Sastre, J
Tsiligianni, I
Valiulis, A
Wallace, D
Waserman, S
Yorgancioglu, A
Zidarn, M
Zuberbier, T
Fonseca, JA
Bousquet, J
Pfaar, O
author_role author
author2 Azevedo, LF
Sá‐Sousa, A
Vieira, RJ
Amaral, R
Klimek, L
Czarlewski, W
Anto, JM
Bedbrook, A
Kvedariene, V
Ventura, MT
Ansotegui, IJ
Bergmann, KC
Brussino, L
Canonica, GW
Cardona, V
Carreiro‐Martins, P
Casale, T
Cecchi, L
Chivato, T
Chu, DK
Cingi, C
Costa, EM
Cruz, AA
De Feo, G
Devillier, P
Fokkens, WJ
Gaga, M
Gemicioğlu, B
Haahtela, T
Ivancevich, JC
Ispayeva, Z
Jutel, M
Kuna, P
Kaidashev, I
Kraxner, H
Larenas‐Linnemann, DE
Laune, D
Lipworth, B
Louis, R
Makris, M
Monti, R
Morais‐Almeida, M
Mösges, R
Mullol, J
Odemyr, M
Okamoto, Y
Papadopoulos, NG
Patella, V
Pham‐Thi, N
Regateiro, FS
Reitsma, S
Rouadi, PW
Samolinski, B
Sova, M
Todo‐Bom, A
Taborda‐Barata, L
Tomazic, PV
Toppila‐Salmi, S
Sastre, J
Tsiligianni, I
Valiulis, A
Wallace, D
Waserman, S
Yorgancioglu, A
Zidarn, M
Zuberbier, T
Fonseca, JA
Bousquet, J
Pfaar, O
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dc.contributor.none.fl_str_mv Repositório do Centro Hospitalar Universitário de Lisboa Central, EPE
dc.contributor.author.fl_str_mv Sousa‐Pinto, B
Azevedo, LF
Sá‐Sousa, A
Vieira, RJ
Amaral, R
Klimek, L
Czarlewski, W
Anto, JM
Bedbrook, A
Kvedariene, V
Ventura, MT
Ansotegui, IJ
Bergmann, KC
Brussino, L
Canonica, GW
Cardona, V
Carreiro‐Martins, P
Casale, T
Cecchi, L
Chivato, T
Chu, DK
Cingi, C
Costa, EM
Cruz, AA
De Feo, G
Devillier, P
Fokkens, WJ
Gaga, M
Gemicioğlu, B
Haahtela, T
Ivancevich, JC
Ispayeva, Z
Jutel, M
Kuna, P
Kaidashev, I
Kraxner, H
Larenas‐Linnemann, DE
Laune, D
Lipworth, B
Louis, R
Makris, M
Monti, R
Morais‐Almeida, M
Mösges, R
Mullol, J
Odemyr, M
Okamoto, Y
Papadopoulos, NG
Patella, V
Pham‐Thi, N
Regateiro, FS
Reitsma, S
Rouadi, PW
Samolinski, B
Sova, M
Todo‐Bom, A
Taborda‐Barata, L
Tomazic, PV
Toppila‐Salmi, S
Sastre, J
Tsiligianni, I
Valiulis, A
Wallace, D
Waserman, S
Yorgancioglu, A
Zidarn, M
Zuberbier, T
Fonseca, JA
Bousquet, J
Pfaar, O
dc.subject.por.fl_str_mv Allergic rhinitis
Immunotherapy
Mobile health
Patient-reported outcomes
Real-life data analysis.
HDE ALER
topic Allergic rhinitis
Immunotherapy
Mobile health
Patient-reported outcomes
Real-life data analysis.
HDE ALER
description Background: Evidence regarding the effectiveness of allergen immunotherapy (AIT) on allergic rhinitis has been provided mostly by randomised controlled trials, with little data from real-life studies. Objective: To compare the reported control of allergic rhinitis symptoms in three groups of users of the MASK-air® app: those receiving sublingual AIT (SLIT), those receiving subcutaneous AIT (SCIT), and those receiving no AIT. Methods: We assessed the MASK-air® data of European users with self-reported grass pollen allergy, comparing the data reported by patients receiving SLIT, SCIT and no AIT. Outcome variables included the daily impact of allergy symptoms globally and on work (measured by visual analogue scales-VASs), and a combined symptom-medication score (CSMS). We applied Bayesian mixed-effects models, with clustering by patient, country and pollen season. Results: We analysed a total of 42,756 days from 1,093 grass allergy patients, including 18,479 days of users under AIT. Compared to no AIT, SCIT was associated with similar VAS levels and CSMS. Compared to no AIT, SLIT-tablet was associated with lower values of VAS global allergy symptoms (average difference = 7.5 units out of 100; 95% credible interval [95%CrI] = -12.1;-2.8), lower VAS Work (average difference = 5.0; 95%CrI = -8.5;-1.5), and a lower CSMS (average difference = 3.7; 95%CrI = -9.3;2.2). When compared to SCIT, SLIT-tablet was associated with lower VAS global allergy symptoms (average difference = 10.2; 95%CrI = -17.2;-2.8), lower VAS Work (average difference = 7.8; 95%CrI = -15.1;0.2), and a lower CSMS (average difference = 9.3; 95%CrI = -18.5;0.2). Conclusion: In patients with grass pollen allergy, SLIT-tablet, when compared to no AIT and to SCIT, is associated with lower reported symptom severity. Future longitudinal studies following internationally-harmonised standards for performing and reporting real-world data in AIT are needed to better understand its 'real-world' effectiveness.
publishDate 2022
dc.date.none.fl_str_mv 2022-03-30T11:52:27Z
2022
2022-01-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.17/4019
url http://hdl.handle.net/10400.17/4019
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Clin Transl Allergy . 2022 Mar;12(3):e12128
10.1002/clt2.12128
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Wiley
publisher.none.fl_str_mv Wiley
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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instacron_str RCAAP
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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