Characteristics associated with poor COVID-19 outcomes in people with psoriasis, psoriatic arthritis and axial spondyloarthritis: data from the COVID-19 PsoProtect and Global Rheumatology Alliance physician-reported registries
OBJETIVOS: Investigar los factores asociados con la gravedad de la COVID-19 en personas con psoriasis (PsO), artritis psoriásica (PsA) y espondiloartritis axial (axSpA). MÉTODOS: Se obtuvieron datos demográficos, características clínicas y gravedad de la COVID-19 de adultos con PsO, PsA y axSpA de d...
- Autores:
-
Machado, Pedro M.
Schäfer, Martin
Mahil, Satveer K
Liew, Jean
Gossec, Laure
Dand, Nick
Pfeil, Alexander
Strangfeld, Anja
Regierer, Anne Constanze
Fautrel, Bruno
Alonso, Carla Gimena
Saad, Carla G. S.
Griffiths, Christopher E. M.
Lomater, Claudia
Miceli Richard, Corinne
Wendling, Daniel
Alpizar Rodriguez, Deshire
Wiek, Dieter
Mateus, Elsa F.
Sirotich, Emily
Soriano, Enrique R.
Ribeiro, Francinne Machado
Omura, Felipe
Rajão Martins, Frederico
Santos, Helena
Dau, Jonathan
Barker, Jonathan N.
Hausmann, Jonathan
Hyrich, Kimme L.
Silva, Ligia
Jacobsohn, Lindsay
Carmona, Loreto
Pinheiro, Marcelo M.
Zelaya, Marcos David
Severina, María de los Ángeles
Yates, Mark
Dubreuil, Maureen
Gore Massy, Monique
Romeo, Nicoletta
Haroon, Nigil
Sufka, Paul
Grainger, Rebecca
Hasseli, Rebecca
Lawson Tovey, Saskia
Bhana, Suleman
Pham, Thao
Olofsson, Tor
Bautista Molano, Wilson
Wallace, Zachary S.
Yiu, Zenas Z. N.
Yazdany, Jinoos
Robinson, Philip C.
Smith, Catherine H.
- Tipo de recurso:
- Article of journal
- Fecha de publicación:
- 2023
- Institución:
- Universidad El Bosque
- Repositorio:
- Repositorio U. El Bosque
- Idioma:
- eng
- OAI Identifier:
- oai:repositorio.unbosque.edu.co:20.500.12495/10341
- Palabra clave:
- Artritis
Artritis psoriásica
Autoinmunidad
Covid-19
Espondilitis
Anquilosante
Arthritis
Arthritis Psoriatic
Autoimmunity
Covid-19
Spondylitis
Ankylosing
- Rights
- openAccess
- License
- Atribución-NoComercial 4.0 Internacional
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|
dc.title.spa.fl_str_mv |
Characteristics associated with poor COVID-19 outcomes in people with psoriasis, psoriatic arthritis and axial spondyloarthritis: data from the COVID-19 PsoProtect and Global Rheumatology Alliance physician-reported registries |
dc.title.translated.spa.fl_str_mv |
Características asociadas a los malos resultados de COVID-19 en personas con psoriasis, artritis psoriásica y espondiloartritis axial: datos de los registros COVID-19 PsoProtect y Global Rheumatology Alliance notificados por médicos. |
title |
Characteristics associated with poor COVID-19 outcomes in people with psoriasis, psoriatic arthritis and axial spondyloarthritis: data from the COVID-19 PsoProtect and Global Rheumatology Alliance physician-reported registries |
spellingShingle |
Characteristics associated with poor COVID-19 outcomes in people with psoriasis, psoriatic arthritis and axial spondyloarthritis: data from the COVID-19 PsoProtect and Global Rheumatology Alliance physician-reported registries Artritis Artritis psoriásica Autoinmunidad Covid-19 Espondilitis Anquilosante Arthritis Arthritis Psoriatic Autoimmunity Covid-19 Spondylitis Ankylosing |
title_short |
Characteristics associated with poor COVID-19 outcomes in people with psoriasis, psoriatic arthritis and axial spondyloarthritis: data from the COVID-19 PsoProtect and Global Rheumatology Alliance physician-reported registries |
title_full |
Characteristics associated with poor COVID-19 outcomes in people with psoriasis, psoriatic arthritis and axial spondyloarthritis: data from the COVID-19 PsoProtect and Global Rheumatology Alliance physician-reported registries |
title_fullStr |
Characteristics associated with poor COVID-19 outcomes in people with psoriasis, psoriatic arthritis and axial spondyloarthritis: data from the COVID-19 PsoProtect and Global Rheumatology Alliance physician-reported registries |
title_full_unstemmed |
Characteristics associated with poor COVID-19 outcomes in people with psoriasis, psoriatic arthritis and axial spondyloarthritis: data from the COVID-19 PsoProtect and Global Rheumatology Alliance physician-reported registries |
title_sort |
Characteristics associated with poor COVID-19 outcomes in people with psoriasis, psoriatic arthritis and axial spondyloarthritis: data from the COVID-19 PsoProtect and Global Rheumatology Alliance physician-reported registries |
dc.creator.fl_str_mv |
Machado, Pedro M. Schäfer, Martin Mahil, Satveer K Liew, Jean Gossec, Laure Dand, Nick Pfeil, Alexander Strangfeld, Anja Regierer, Anne Constanze Fautrel, Bruno Alonso, Carla Gimena Saad, Carla G. S. Griffiths, Christopher E. M. Lomater, Claudia Miceli Richard, Corinne Wendling, Daniel Alpizar Rodriguez, Deshire Wiek, Dieter Mateus, Elsa F. Sirotich, Emily Soriano, Enrique R. Ribeiro, Francinne Machado Omura, Felipe Rajão Martins, Frederico Santos, Helena Dau, Jonathan Barker, Jonathan N. Hausmann, Jonathan Hyrich, Kimme L. Silva, Ligia Jacobsohn, Lindsay Carmona, Loreto Pinheiro, Marcelo M. Zelaya, Marcos David Severina, María de los Ángeles Yates, Mark Dubreuil, Maureen Gore Massy, Monique Romeo, Nicoletta Haroon, Nigil Sufka, Paul Grainger, Rebecca Hasseli, Rebecca Lawson Tovey, Saskia Bhana, Suleman Pham, Thao Olofsson, Tor Bautista Molano, Wilson Wallace, Zachary S. Yiu, Zenas Z. N. Yazdany, Jinoos Robinson, Philip C. Smith, Catherine H. |
dc.contributor.author.none.fl_str_mv |
Machado, Pedro M. Schäfer, Martin Mahil, Satveer K Liew, Jean Gossec, Laure Dand, Nick Pfeil, Alexander Strangfeld, Anja Regierer, Anne Constanze Fautrel, Bruno Alonso, Carla Gimena Saad, Carla G. S. Griffiths, Christopher E. M. Lomater, Claudia Miceli Richard, Corinne Wendling, Daniel Alpizar Rodriguez, Deshire Wiek, Dieter Mateus, Elsa F. Sirotich, Emily Soriano, Enrique R. Ribeiro, Francinne Machado Omura, Felipe Rajão Martins, Frederico Santos, Helena Dau, Jonathan Barker, Jonathan N. Hausmann, Jonathan Hyrich, Kimme L. Silva, Ligia Jacobsohn, Lindsay Carmona, Loreto Pinheiro, Marcelo M. Zelaya, Marcos David Severina, María de los Ángeles Yates, Mark Dubreuil, Maureen Gore Massy, Monique Romeo, Nicoletta Haroon, Nigil Sufka, Paul Grainger, Rebecca Hasseli, Rebecca Lawson Tovey, Saskia Bhana, Suleman Pham, Thao Olofsson, Tor Bautista Molano, Wilson Wallace, Zachary S. Yiu, Zenas Z. N. Yazdany, Jinoos Robinson, Philip C. Smith, Catherine H. |
dc.contributor.orcid.none.fl_str_mv |
Machado, Pedro M. [0000-0002-8411-7972] Schäfer, Martin [0000-0001-6487-3634] Gossec, Laure 0000-0002-4528-310X Pfeil, Alexander [0000-0002-2709-6685] Strangfeld, Anja [0000-0002-6233-022X] Regierer, Anne Constanze [0000-0003-2456-4049] Fautrel, Bruno [0000-0001-8845-4274] Miceli Richard, Corinne [0000-0002-3009-3637] Wendling, Daniel [0000-0002-4687-5780] Alpizar Rodriguez, Deshire [0000-0002-6930-0517] Mateus, Elsa F. [0000-0003-0059-2141] Sirotich, Emily [0000-0002-7087-8543] Soriano, Enrique R. [0000-0003-3143-1084] Ribeiro, Francinne Machado [0000-0003-0038-983X] Rajão Martins, Frederico [0000-0002-9742-2677] Hausmann, Jonathan [0000-0003-0786-8788] Hyrich, Kimme L. [0000-0001-8242-9262] Gensler, Lianne Carmona, Loreto [0000-0002-4401-2551] Pinheiro, Marcelo M. [0000-0002-1896-8322] Yates, Mark [0000-0001-5449-5211] Hasseli, Rebecca [0000-0002-2982-8253] Lawson Tovey, Saskia [0000-0002-8611-162X] Pham, Thao [0000-0002-5978-0983] Olofsson, Tor [0000-0002-9919-4487] Robinson, Philip C. [0000-0002-3156-3418] Smith, Catherine H. |
dc.subject.spa.fl_str_mv |
Artritis Artritis psoriásica Autoinmunidad Covid-19 Espondilitis Anquilosante |
topic |
Artritis Artritis psoriásica Autoinmunidad Covid-19 Espondilitis Anquilosante Arthritis Arthritis Psoriatic Autoimmunity Covid-19 Spondylitis Ankylosing |
dc.subject.keywords.spa.fl_str_mv |
Arthritis Arthritis Psoriatic Autoimmunity Covid-19 Spondylitis Ankylosing |
description |
OBJETIVOS: Investigar los factores asociados con la gravedad de la COVID-19 en personas con psoriasis (PsO), artritis psoriásica (PsA) y espondiloartritis axial (axSpA). MÉTODOS: Se obtuvieron datos demográficos, características clínicas y gravedad de la COVID-19 de adultos con PsO, PsA y axSpA de dos registros internacionales notificados por médicos. Se definió una escala ordinal de gravedad COVID-19 de tres puntos: ninguna hospitalización, hospitalización (y ninguna muerte) y muerte. Las OR se estimaron mediante regresión logística ordinal multivariable. RESULTADOS: De 5045 casos, el 18,3% tenía PsO, el 45,5% PsA y el 36,3% axSpA. La mayoría (83,6%) no fueron hospitalizados, el 14,6% fueron hospitalizados y el 1,8% fallecieron. La edad avanzada se asoció de forma no lineal con la gravedad de la COVID-19. El sexo masculino (OR 1,54; IC del 95%: 1,30 a 1,83), las comorbilidades cardiovasculares, respiratorias, renales, metabólicas y oncológicas (OR 1,25-2,89), la actividad moderada/alta de la enfermedad y/o el uso de glucocorticoides (OR 1,39-2,23, frente a remisión/baja actividad de la enfermedad y ausencia de glucocorticoides) se asociaron con mayores probabilidades de COVID-19 grave. Los periodos de pandemia más tardíos (ORs 0,42-0,52, vs hasta el 15 de junio de 2020), la PsO (OR 0,49, IC 95% 0,37 a 0,65, vs PsA) y la exposición basal a TNFi, IL17i e IL-23i/IL-12+23i (OR 0,57, IC 95% 0. 44 a 0,73; OR 0,62; IC del 95%: 0,45 a 0,87; OR 0,67; IC del 95%: 0,45 a 0,98; respectivamente; frente a ningún fármaco antirreumático modificador de la enfermedad) se asociaron con una reducción de las probabilidades de COVID-19 grave. CONCLUSIÓN: La mayor edad, el sexo masculino, la carga de comorbilidad, la mayor actividad de la enfermedad y la ingesta de glucocorticoides se asociaron con una COVID-19 más grave. Los periodos pandémicos más tardíos, la PsO y la exposición a TNFi, IL17i e IL-23i/IL-12+23i se asociaron con una COVID-19 menos grave. Estos hallazgos permitirán la estratificación del riesgo e informarán las decisiones de gestión para pacientes con PsO, PsA y axSpA durante las oleadas de COVID-19 o pandemias respiratorias futuras similares. |
publishDate |
2023 |
dc.date.accessioned.none.fl_str_mv |
2023-05-02T13:26:26Z |
dc.date.available.none.fl_str_mv |
2023-05-02T13:26:26Z |
dc.date.issued.none.fl_str_mv |
2023 |
dc.type.coar.fl_str_mv |
http://purl.org/coar/resource_type/c_2df8fbb1 |
dc.type.local.none.fl_str_mv |
Artículo de revista |
dc.type.hasversion.none.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.coar.none.fl_str_mv |
http://purl.org/coar/resource_type/c_6501 |
dc.type.driver.none.fl_str_mv |
info:eu-repo/semantics/article |
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http://purl.org/coar/version/c_970fb48d4fbd8a85 |
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http://purl.org/coar/resource_type/c_6501 |
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publishedVersion |
dc.identifier.issn.none.fl_str_mv |
1468-2060 |
dc.identifier.uri.none.fl_str_mv |
http://hdl.handle.net/20.500.12495/10341 |
dc.identifier.doi.none.fl_str_mv |
https://doi.org/10.1136/ard-2022-223499 |
dc.identifier.instname.spa.fl_str_mv |
instname:Universidad El Bosque |
dc.identifier.reponame.spa.fl_str_mv |
reponame:Repositorio Institucional Universidad El Bosque |
dc.identifier.repourl.none.fl_str_mv |
repourl:https://repositorio.unbosque.edu.co |
identifier_str_mv |
1468-2060 instname:Universidad El Bosque reponame:Repositorio Institucional Universidad El Bosque repourl:https://repositorio.unbosque.edu.co |
url |
http://hdl.handle.net/20.500.12495/10341 https://doi.org/10.1136/ard-2022-223499 |
dc.language.iso.none.fl_str_mv |
eng |
language |
eng |
dc.relation.ispartofseries.spa.fl_str_mv |
Annals of the rheumatic diseases, 1468-2060, 82, 5, May 2023, 698 - 709 |
dc.relation.uri.none.fl_str_mv |
https://ard.bmj.com/content/82/5/698 |
dc.rights.*.fl_str_mv |
Atribución-NoComercial 4.0 Internacional |
dc.rights.uri.*.fl_str_mv |
http://creativecommons.org/licenses/by-nc/4.0/ |
dc.rights.accessrights.none.fl_str_mv |
http://purl.org/coar/access_right/c_abf2 info:eu-repo/semantics/openAccess Acceso abierto |
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Atribución-NoComercial 4.0 Internacional http://creativecommons.org/licenses/by-nc/4.0/ http://purl.org/coar/access_right/c_abf2 Acceso abierto |
eu_rights_str_mv |
openAccess |
dc.format.mimetype.none.fl_str_mv |
application/pdf |
dc.publisher.spa.fl_str_mv |
BMJ Publishing Group |
dc.publisher.journal.spa.fl_str_mv |
Annals of the rheumatic diseases |
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Universidad El Bosque |
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Machado, Pedro M.Schäfer, MartinMahil, Satveer KLiew, JeanGossec, LaureDand, NickPfeil, AlexanderStrangfeld, AnjaRegierer, Anne ConstanzeFautrel, BrunoAlonso, Carla GimenaSaad, Carla G. S.Griffiths, Christopher E. M.Lomater, ClaudiaMiceli Richard, CorinneWendling, DanielAlpizar Rodriguez, DeshireWiek, DieterMateus, Elsa F.Sirotich, EmilySoriano, Enrique R.Ribeiro, Francinne MachadoOmura, FelipeRajão Martins, FredericoSantos, HelenaDau, JonathanBarker, Jonathan N.Hausmann, JonathanHyrich, Kimme L.Silva, LigiaJacobsohn, LindsayCarmona, LoretoPinheiro, Marcelo M.Zelaya, Marcos DavidSeverina, María de los ÁngelesYates, MarkDubreuil, MaureenGore Massy, MoniqueRomeo, NicolettaHaroon, NigilSufka, PaulGrainger, RebeccaHasseli, RebeccaLawson Tovey, SaskiaBhana, SulemanPham, ThaoOlofsson, TorBautista Molano, WilsonWallace, Zachary S.Yiu, Zenas Z. N.Yazdany, JinoosRobinson, Philip C.Smith, Catherine H.Machado, Pedro M. [0000-0002-8411-7972]Schäfer, Martin [0000-0001-6487-3634]Gossec, Laure 0000-0002-4528-310XPfeil, Alexander [0000-0002-2709-6685]Strangfeld, Anja [0000-0002-6233-022X]Regierer, Anne Constanze [0000-0003-2456-4049]Fautrel, Bruno [0000-0001-8845-4274]Miceli Richard, Corinne [0000-0002-3009-3637]Wendling, Daniel [0000-0002-4687-5780]Alpizar Rodriguez, Deshire [0000-0002-6930-0517]Mateus, Elsa F. [0000-0003-0059-2141]Sirotich, Emily [0000-0002-7087-8543]Soriano, Enrique R. [0000-0003-3143-1084]Ribeiro, Francinne Machado [0000-0003-0038-983X]Rajão Martins, Frederico [0000-0002-9742-2677]Hausmann, Jonathan [0000-0003-0786-8788]Hyrich, Kimme L. [0000-0001-8242-9262]Gensler, LianneCarmona, Loreto [0000-0002-4401-2551]Pinheiro, Marcelo M. [0000-0002-1896-8322]Yates, Mark [0000-0001-5449-5211]Hasseli, Rebecca [0000-0002-2982-8253]Lawson Tovey, Saskia [0000-0002-8611-162X]Pham, Thao [0000-0002-5978-0983]Olofsson, Tor [0000-0002-9919-4487]Robinson, Philip C. [0000-0002-3156-3418]Smith, Catherine H.2023-05-02T13:26:26Z2023-05-02T13:26:26Z20231468-2060http://hdl.handle.net/20.500.12495/10341https://doi.org/10.1136/ard-2022-223499instname:Universidad El Bosquereponame:Repositorio Institucional Universidad El Bosquerepourl:https://repositorio.unbosque.edu.coOBJETIVOS: Investigar los factores asociados con la gravedad de la COVID-19 en personas con psoriasis (PsO), artritis psoriásica (PsA) y espondiloartritis axial (axSpA). MÉTODOS: Se obtuvieron datos demográficos, características clínicas y gravedad de la COVID-19 de adultos con PsO, PsA y axSpA de dos registros internacionales notificados por médicos. Se definió una escala ordinal de gravedad COVID-19 de tres puntos: ninguna hospitalización, hospitalización (y ninguna muerte) y muerte. Las OR se estimaron mediante regresión logística ordinal multivariable. RESULTADOS: De 5045 casos, el 18,3% tenía PsO, el 45,5% PsA y el 36,3% axSpA. La mayoría (83,6%) no fueron hospitalizados, el 14,6% fueron hospitalizados y el 1,8% fallecieron. La edad avanzada se asoció de forma no lineal con la gravedad de la COVID-19. El sexo masculino (OR 1,54; IC del 95%: 1,30 a 1,83), las comorbilidades cardiovasculares, respiratorias, renales, metabólicas y oncológicas (OR 1,25-2,89), la actividad moderada/alta de la enfermedad y/o el uso de glucocorticoides (OR 1,39-2,23, frente a remisión/baja actividad de la enfermedad y ausencia de glucocorticoides) se asociaron con mayores probabilidades de COVID-19 grave. Los periodos de pandemia más tardíos (ORs 0,42-0,52, vs hasta el 15 de junio de 2020), la PsO (OR 0,49, IC 95% 0,37 a 0,65, vs PsA) y la exposición basal a TNFi, IL17i e IL-23i/IL-12+23i (OR 0,57, IC 95% 0. 44 a 0,73; OR 0,62; IC del 95%: 0,45 a 0,87; OR 0,67; IC del 95%: 0,45 a 0,98; respectivamente; frente a ningún fármaco antirreumático modificador de la enfermedad) se asociaron con una reducción de las probabilidades de COVID-19 grave. CONCLUSIÓN: La mayor edad, el sexo masculino, la carga de comorbilidad, la mayor actividad de la enfermedad y la ingesta de glucocorticoides se asociaron con una COVID-19 más grave. Los periodos pandémicos más tardíos, la PsO y la exposición a TNFi, IL17i e IL-23i/IL-12+23i se asociaron con una COVID-19 menos grave. Estos hallazgos permitirán la estratificación del riesgo e informarán las decisiones de gestión para pacientes con PsO, PsA y axSpA durante las oleadas de COVID-19 o pandemias respiratorias futuras similares.OBJECTIVES: To investigate factors associated with severe COVID-19 in people with psoriasis (PsO), psoriatic arthritis (PsA) and axial spondyloarthritis (axSpA). METHODS: Demographic data, clinical characteristics and COVID-19 outcome severity of adults with PsO, PsA and axSpA were obtained from two international physician-reported registries. A three-point ordinal COVID-19 severity scale was defined: no hospitalisation, hospitalisation (and no death) and death. ORs were estimated using multivariable ordinal logistic regression. RESULTS: Of 5045 cases, 18.3% had PsO, 45.5% PsA and 36.3% axSpA. Most (83.6%) were not hospitalised, 14.6% were hospitalised and 1.8% died. Older age was non-linearly associated with COVID-19 severity. Male sex (OR 1.54, 95% CI 1.30 to 1.83), cardiovascular, respiratory, renal, metabolic and cancer comorbidities (ORs 1.25-2.89), moderate/high disease activity and/or glucocorticoid use (ORs 1.39-2.23, vs remission/low disease activity and no glucocorticoids) were associated with increased odds of severe COVID-19. Later pandemic time periods (ORs 0.42-0.52, vs until 15 June 2020), PsO (OR 0.49, 95% CI 0.37 to 0.65, vs PsA) and baseline exposure to TNFi, IL17i and IL-23i/IL-12+23i (OR 0.57, 95% CI 0.44 to 0.73; OR 0.62, 95% CI 0.45 to 0.87; OR 0.67, 95% CI 0.45 to 0.98; respectively; vs no disease-modifying antirheumatic drug) were associated with reduced odds of severe COVID-19. CONCLUSION: Older age, male sex, comorbidity burden, higher disease activity and glucocorticoid intake were associated with more severe COVID-19. Later pandemic time periods, PsO and exposure to TNFi, IL17i and IL-23i/IL-12+23i were associated with less severe COVID-19. These findings will enable risk stratification and inform management decisions for patients with PsO, PsA and axSpA during COVID-19 waves or similar future respiratory pandemics.application/pdfengBMJ Publishing GroupAnnals of the rheumatic diseasesAnnals of the rheumatic diseases, 1468-2060, 82, 5, May 2023, 698 - 709https://ard.bmj.com/content/82/5/698Atribución-NoComercial 4.0 Internacionalhttp://creativecommons.org/licenses/by-nc/4.0/http://purl.org/coar/access_right/c_abf2info:eu-repo/semantics/openAccessAcceso abiertoArtritisArtritis psoriásicaAutoinmunidadCovid-19EspondilitisAnquilosanteArthritisArthritis PsoriaticAutoimmunityCovid-19SpondylitisAnkylosingCharacteristics associated with poor COVID-19 outcomes in people with psoriasis, psoriatic arthritis and axial spondyloarthritis: data from the COVID-19 PsoProtect and Global Rheumatology Alliance physician-reported registriesCaracterísticas asociadas a los malos resultados de COVID-19 en personas con psoriasis, artritis psoriásica y espondiloartritis axial: datos de los registros COVID-19 PsoProtect y Global Rheumatology Alliance notificados por médicos.Artículo de revistainfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1info:eu-repo/semantics/articlehttp://purl.org/coar/version/c_970fb48d4fbd8a85THUMBNAILCharacteristics associated with poor COVID 19 outcomes in people with psoriasis.pdf.jpgCharacteristics associated with poor COVID 19 outcomes in people with psoriasis.pdf.jpgIM Thumbnailimage/jpeg16374https://repositorio.unbosque.edu.co/bitstreams/bb610c42-d23f-4aac-b31c-1fd2d0bf272e/downloadd0ddd7945aed0db8d389c3bb1512ca87MD54ORIGINALCharacteristics associated with poor COVID 19 outcomes in people with psoriasis.pdfCharacteristics associated with poor COVID 19 outcomes in people with psoriasis.pdfCharacteristics associated with poor COVID-19 outcomes in people with psoriasis, psoriatic arthritis and axial spondyloarthritis: data from the COVID-19 PsoProtect and Global Rheumatology Alliance physician-reported registrieapplication/pdf2033955https://repositorio.unbosque.edu.co/bitstreams/d021635c-2131-40fb-b117-323eb0e6c094/downloaddc1d77ba628d390c021a9c0771b84602MD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; 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