1. Environmental and societal factors associated with COVID-19-related death in people with rheumatic disease: an observational study
- Author
-
Zara Izadi, Milena A Gianfrancesco, Gabriela Schmajuk, Lindsay Jacobsohn, Patricia Katz, Stephanie Rush, Clairissa Ja, Tiffany Taylor, Kie Shidara, Maria I Danila, Katherine D Wysham, Anja Strangfeld, Elsa F Mateus, Kimme L Hyrich, Laure Gossec, Loreto Carmona, Saskia Lawson-Tovey, Lianne Kearsley-Fleet, Martin Schaefer, Samar Al-Emadi, Jeffrey A Sparks, Tiffany Y-T Hsu, Naomi J Patel, Leanna Wise, Emily Gilbert, Alí Duarte-García, Maria O Valenzuela-Almada, Manuel F Ugarte-Gil, Lotta Ljung, Carlo A Scirè, Greta Carrara, Eric Hachulla, Christophe Richez, Patrice Cacoub, Thierry Thomas, Maria J Santos, Miguel Bernardes, Rebecca Hasseli, Anne Regierer, Hendrik Schulze-Koops, Ulf Müller-Ladner, Guillermo Pons-Estel, Romina Tanten, Romina E Nieto, Cecilia N Pisoni, Yohana S Tissera, Ricardo Xavier, Claudia D Lopes Marques, Gecilmara C S Pileggi, Philip C Robinson, Pedro M Machado, Emily Sirotich, Jean W Liew, Jonathan S Hausmann, Paul Sufka, Rebecca Grainger, Suleman Bhana, Monique Gore-Massy, Zachary S Wallace, Jinoos Yazdany, Brahim Dahou, Gimena Gómez, Karen Roberts, Roberto M Baez, Vanessa V Castro Coello, María J Haye Salinas, Federico N Maldonado, Alvaro A Reyes, Gelsomina Alle, Hernán Maldonado Ficco, Romina Nieto, Carla Gobbi, Yohana Tissera, Cecilia Pisoni, Alba Paula, Juan A Albiero, Maria M Schmid, Micaela Cosatti, Maria J Gamba, Carlevaris Leandro, María A Cusa, Noelia German, Veronica Bellomio, Lorena Takashima, Mariana Pera, Karina Cogo, Maria S Gálvez Elkin, María A Medina, Veronica Savio, Romina Rojas Tessel, Rodolfo P Alamino, Marina L Werner, Sofía Ornella, Luciana Casalla, Maria de la Vega, María Severina, Mercedes García, Luciana Gonzalez Lucero, Cecilia Romeo, Sebastián Moyano, Tatiana Barbich, Ana Bertoli, Andrea Baños, Sandra Petruzzelli, Carla Matellan, Silvana Conti, Maria A Lazaro, Gustavo F Rodriguez Gil, Fabian Risueño, Maria I Quaglia, Julia Scafati, Natalia L Cuchiaro, Jonathan E Rebak, Susana I Pineda, María E Calvo, Eugenia Picco, Josefina G Yanzi, Pablo Maid, Debora Guaglianone, Julieta S Morbiducci, Sabrina Porta, Natalia Herscovich, José L Velasco Zamora, Boris Kisluk, Maria S Castaños Menescardi, Rosana Gallo, María V Martire, Carla Maldini, Cecilia Goizueta, Sabrina S de la Vega Fernandez, Carolina Aeschlimann, Gisela Subils, Eva Rath, Yves Piette, Mieke Devinck, Bea Maeyaert, Francinne Machado Ribeiro, Sandra L Euzebio Ribeiro, Marcelo Pinheiro, Sebastián Ibáñez, Anne-Marie Chassin Trubert, Lingli Dong, Lui Cajas, Marko Barešić, Branimir Anić, Melanie-Ivana Ćulo, Tea A Pavelić, Kristina K Stranski, Boris Karanovic, Jiri Vencovsky, Marta Píchová, Maria Filkova, Hesham Hamoud, Dimitrios Vassilopoulos, Gabriela M Guzman Melgar, Ho So, Márta Király, Mahdi Vojdanian, Alexandra Balbir Gurman, Fatemah Abutiban, Julija Zepa, Inita Bulina, Loreta Bukauskiene, Beatriz E Zazueta Montiel, Angel A Castillo Ortiz, Erick Zamora Tehozol, David Vega Morales, Diana Cervántes Rosete, Eduardo Martín Nares, Tatiana S Rodriguez Reyna, Marina Rull Gabayet, Deshiré Alpízar Rodríguez, Fedra Irazoque, Xochitl Jimenez, Lenny Geurts van Bon, Theo Zijlstra, Monique Hoekstra, Nasra Al Adhoubi, Babur Salim, Enrique Giraldo, Ariel Salinas, Manuel Ugarte Gil, Jarosław Nowakowski, Richard Conway, Rachael Flood, Geraldine McCarthy, Ioana Felea, Ileana Filipescu, Simona Rednic, Laura Groseanu, Maria M Tamas, Vanda Mlynarikova, Martina Skamlova, Martin Zlnay, Dagmar Mičeková, Lubica Capova, Zelmira Macejova, Emőke Šteňová, Helena Raffayova, Gabriela Belakova, Eva Strakova, Marieta Senčarová, Soňa Žlnayová, Anna Sabová, Daniela Spisakova, Mária Oetterová, Olga Lukacova, Martina Bakosova, Alojzija Hocevar, Natalia de la Torre Rubio, Juan J Alegre Sancho, Montserrat Corteguera Coro, Juan C Cobeta Garcia, Maria C Torres Martin, Jose Campos, Jose A Gomez Puerta, Gozd K Yardimci, Servet Akar, Ozan C Icacan, Selda ÇELİK, Viktoriia Vasylets, Su-Ann Yeoh, Claire Vandevelde, Sasha Dunt, Jane Leeder, Elizabeth Macphie, Rosaria Salerno, Christine Graver, Katie Williams, Sheila O'Reilly, Kirsty Devine, Jennifer Tyler, Elizabeth Warner, James Pilcher, Samir Patel, Elena Nikiphorou, Laura Chadwick, Caroline M Jones, Beverley Harrison, Lucy Thornton, Diana O'Kane, Lucia Fusi, Audrey Low, Sarah Horton, Shraddha Jatwani, Sara Baig, Hammad Bajwa, Vernon Berglund, Angela Dahle, Walter Dorman, Jody Hargrove, Maren Hilton, Nicholas Lebedoff, Susan Leonard, Jennifer Morgan, Emily Pfeifer, Archibald Skemp, Jeffrey Wilson, Anne Wolff, Eduardo Cepeda, Derrick Todd, Denise Hare, Cassandra Calabrese, Christopher Adams, Arezou Khosroshahi, Adam Kilian, Douglas White, Melanie Winter, Theodore Fields, Caroline Siegel, Nicole Daver, Melissa Harvey, Neil Kramer, Concetta Lamore, Suneya Hogarty, Karen Yeter, Faizah Siddique, Byung Ban, Tamar Tanner, Eric Ruderman, William Davis, Robert Quinet, Evangeline Scopelitis, Karen Toribio, Tameka Webb Detiege, Jerald Zakem, Khurram Abbass, Gilbert Kepecs, Lilliam Miranda, Michael Guma, Ammar Haikal, Sushama Mody, Daric Mueller, Arundathi Jayatilleke, JoAnn Zell, Alison Bays, Kathryn Dao, Fatemeh Ezzati, Deborah Parks, David Karp, Guillermo Quiceno, Izadi, Z, Gianfrancesco, M, Schmajuk, G, Jacobsohn, L, Katz, P, Rush, S, Ja, C, Taylor, T, Shidara, K, Danila, M, Wysham, K, Strangfeld, A, Mateus, E, Hyrich, K, Gossec, L, Carmona, L, Lawson-Tovey, S, Kearsley-Fleet, L, Schaefer, M, Al-Emadi, S, Sparks, J, Hsu, T, Patel, N, Wise, L, Gilbert, E, Duarte-Garcia, A, Valenzuela-Almada, M, Ugarte-Gil, M, Ljung, L, Scire, C, Carrara, G, Hachulla, E, Richez, C, Cacoub, P, Thomas, T, Santos, M, Bernardes, M, Hasseli, R, Regierer, A, Schulze-Koops, H, Muller-Ladner, U, Pons-Estel, G, Tanten, R, Nieto, R, Pisoni, C, Tissera, Y, Xavier, R, Lopes Marques, C, Pileggi, G, Robinson, P, Machado, P, Sirotich, E, Liew, J, Hausmann, J, Sufka, P, Grainger, R, Bhana, S, Gore-Massy, M, Wallace, Z, Yazdany, J, Dahou, B, Gomez, G, Roberts, K, Baez, R, Castro Coello, V, Haye Salinas, M, Maldonado, F, Reyes, A, Alle, G, Maldonado Ficco, H, Gobbi, C, Paula, A, Albiero, J, Schmid, M, Cosatti, M, Gamba, M, Leandro, C, Cusa, M, German, N, Bellomio, V, Takashima, L, Pera, M, Cogo, K, Galvez Elkin, M, Medina, M, Savio, V, Rojas Tessel, R, Alamino, R, Werner, M, Ornella, S, Casalla, L, de la Vega, M, Severina, M, Garcia, M, Gonzalez Lucero, L, Romeo, C, Moyano, S, Barbich, T, Bertoli, A, Banos, A, Petruzzelli, S, Matellan, C, Conti, S, Lazaro, M, Rodriguez Gil, G, Risueno, F, Quaglia, M, Scafati, J, Cuchiaro, N, Rebak, J, Pineda, S, Calvo, M, Picco, E, Yanzi, J, Maid, P, Guaglianone, D, Morbiducci, J, Porta, S, Herscovich, N, Velasco Zamora, J, Kisluk, B, Castanos Menescardi, M, Gallo, R, Martire, M, Maldini, C, Goizueta, C, de la Vega Fernandez, S, Aeschlimann, C, Subils, G, Rath, E, Piette, Y, Devinck, M, Maeyaert, B, Machado Ribeiro, F, Euzebio Ribeiro, S, Pinheiro, M, Ibanez, S, Chassin Trubert, A, Dong, L, Cajas, L, Baresic, M, Anic, B, Culo, M, Pavelic, T, Stranski, K, Karanovic, B, Vencovsky, J, Pichova, M, Filkova, M, Hamoud, H, Vassilopoulos, D, Guzman Melgar, G, So, H, Kiraly, M, Vojdanian, M, Balbir Gurman, A, Abutiban, F, Zepa, J, Bulina, I, Bukauskiene, L, Zazueta Montiel, B, Castillo Ortiz, A, Zamora Tehozol, E, Vega Morales, D, Cervantes Rosete, D, Martin Nares, E, Rodriguez Reyna, T, Rull Gabayet, M, Alpizar Rodriguez, D, Irazoque, F, Jimenez, X, Geurts van Bon, L, Zijlstra, T, Hoekstra, M, Al Adhoubi, N, Salim, B, Giraldo, E, Salinas, A, Ugarte Gil, M, Nowakowski, J, Conway, R, Flood, R, Mccarthy, G, Felea, I, Filipescu, I, Rednic, S, Groseanu, L, Tamas, M, Mlynarikova, V, Skamlova, M, Zlnay, M, Micekova, D, Capova, L, Macejova, Z, Stenova, E, Raffayova, H, Belakova, G, Strakova, E, Sencarova, M, Zlnayova, S, Sabova, A, Spisakova, D, Oetterova, M, Lukacova, O, Bakosova, M, Hocevar, A, de la Torre Rubio, N, Alegre Sancho, J, Corteguera Coro, M, Cobeta Garcia, J, Torres Martin, M, Campos, J, Gomez Puerta, J, Yardimci, G, Akar, S, Icacan, O, Celik, S, Vasylets, V, Yeoh, S, Vandevelde, C, Dunt, S, Leeder, J, Macphie, E, Salerno, R, Graver, C, Williams, K, O'Reilly, S, Devine, K, Tyler, J, Warner, E, Pilcher, J, Patel, S, Nikiphorou, E, Chadwick, L, Jones, C, Harrison, B, Thornton, L, O'Kane, D, Fusi, L, Low, A, Horton, S, Jatwani, S, Baig, S, Bajwa, H, Berglund, V, Dahle, A, Dorman, W, Hargrove, J, Hilton, M, Lebedoff, N, Leonard, S, Morgan, J, Pfeifer, E, Skemp, A, Wilson, J, Wolff, A, Cepeda, E, Todd, D, Hare, D, Calabrese, C, Adams, C, Khosroshahi, A, Kilian, A, White, D, Winter, M, Fields, T, Siegel, C, Daver, N, Harvey, M, Kramer, N, Lamore, C, Hogarty, S, Yeter, K, Siddique, F, Ban, B, Tanner, T, Ruderman, E, Davis, W, Quinet, R, Scopelitis, E, Toribio, K, Webb Detiege, T, Zakem, J, Abbass, K, Kepecs, G, Miranda, L, Guma, M, Haikal, A, Mody, S, Mueller, D, Jayatilleke, A, Zell, J, Bays, A, Dao, K, Ezzati, F, Parks, D, Karp, D, Quiceno, G, and Repositório da Universidade de Lisboa
- Subjects
health care disparity ,Immunology ,air pollution ,cohort analysi ,mortality rate ,Autoimmune Disease ,Article ,coronavirus disease 2019 ,biocontainment ,Rheumatology ,male ,cardiovascular disease ,environmental factor ,death ,geographic distribution ,Immunology and Allergy ,follow up ,controlled study ,human ,population density ,outcome assessment ,rheumatic disease ,diabetes mellitu ,adult ,Prevention ,market ,temperature ,mortality ,United Kingdom ,Europe ,aged ,female ,workplace ,Good Health and Well Being ,human development ,particulate matter 2.5 ,statistical analysi ,North America ,incidence ,life expectancy ,social aspect ,COVID-19 Global Rheumatology Alliance Registry ,observational study ,demographic - Abstract
Published by Elsevier Ltd., Background: Differences in the distribution of individual-level clinical risk factors across regions do not fully explain the observed global disparities in COVID-19 outcomes. We aimed to investigate the associations between environmental and societal factors and country-level variations in mortality attributed to COVID-19 among people with rheumatic disease globally. Methods: In this observational study, we derived individual-level data on adults (aged 18-99 years) with rheumatic disease and a confirmed status of their highest COVID-19 severity level from the COVID-19 Global Rheumatology Alliance (GRA) registry, collected between March 12, 2020, and Aug 27, 2021. Environmental and societal factors were obtained from publicly available sources. The primary endpoint was mortality attributed to COVID-19. We used a multivariable logistic regression to evaluate independent associations between environmental and societal factors and death, after controlling for individual-level risk factors. We used a series of nested mixed-effects models to establish whether environmental and societal factors sufficiently explained country-level variations in death. Findings: 14 044 patients from 23 countries were included in the analyses. 10 178 (72·5%) individuals were female and 3866 (27·5%) were male, with a mean age of 54·4 years (SD 15·6). Air pollution (odds ratio 1·10 per 10 μg/m3 [95% CI 1·01-1·17]; p=0·0105), proportion of the population aged 65 years or older (1·19 per 1% increase [1·10-1·30]; p, MAG is supported by the National Institute of Arthritis and Musculoskeletal and Skin Diseases (grant numbers K01 AR070585 and K24 AR074534 [JY]). KDW is supported by the Department of Veterans Affairs and the Rheumatology Research Foundation Scientist Development award. JAS is supported by the National Institute of Arthritis and Musculoskeletal and Skin Diseases (grant numbers K23 AR069688, R03 AR075886, L30 AR066953, P30 AR070253, and P30 AR072577), the Rheumatology Research Foundation (K Supplement Award and R Bridge Award), the Brigham Research Institute, and the R. Bruce and Joan M. Mickey Research Scholar Fund. NJP is supported by the National Institute of Arthritis and Musculoskeletal and Skin Diseases (T32-AR-007258). AD-G is supported by grants from the Centers for Disease Control and Prevention and the Rheumatology Research Foundation. RH was supported by the Justus-Liebig University Giessen Clinician Scientist Program in Biomedical Research to work on this registry. JY is supported by grants from the National Institutes of Health (K24 AR074534 and P30 AR070155).
- Published
- 2022