Skip to main content

Novel genes and sex differences in COVID-19 severity.

Human molecular genetics

Authors: Raquel Cruz, Silvia Diz-de Almeida, Miguel López de Heredia, Inés Quintela, Francisco C Ceballos, Guillermo Pita, José M Lorenzo-Salazar, Rafaela González-Montelongo, Manuela Gago-Domínguez, Marta Sevilla Porras, Jair Antonio Tenorio Castaño, Julian Nevado, Jose María Aguado, Carlos Aguilar, Sergio Aguilera-Albesa, Virginia Almadana, Berta Almoguera, Nuria Alvarez, Álvaro Andreu-Bernabeu, Eunate Arana-Arri, Celso Arango, María J Arranz, Maria-Jesus Artiga, Raúl C Baptista-Rosas, María Barreda-Sánchez, Moncef Belhassen-Garcia, Joao F Bezerra, Marcos A C Bezerra, Lucía Boix-Palop, María Brion, Ramón Brugada, Matilde Bustos, Enrique J Calderón, Cristina Carbonell, Luis Castano, Jose E Castelao, Rosa Conde-Vicente, M Lourdes Cordero-Lorenzana, Jose L Cortes-Sanchez, Marta Corton, M Teresa Darnaude, Alba De Martino-Rodríguez, Victor Del Campo-Pérez, Aranzazu Diaz de Bustamante, Elena Domínguez-Garrido, Andre D Luchessi, Rocío Eiros, Gladys Mercedes Estigarribia Sanabria, María Carmen Fariñas, Uxía Fernández-Robelo, Amanda Fernández-Rodríguez, Tania Fernández-Villa, Belén Gil-Fournier, Javier Gómez-Arrue, Beatriz González Álvarez, Fernan Gonzalez Bernaldo de Quirós, Javier González-Peñas, Juan F Gutiérrez-Bautista, María José Herrero, Antonio Herrero-Gonzalez, María A Jimenez-Sousa, María Claudia Lattig, Anabel Liger Borja, Rosario Lopez-Rodriguez, Esther Mancebo, Caridad Martín-López, Vicente Martín, Oscar Martinez-Nieto, Iciar Martinez-Lopez, Michel F Martinez-Resendez, Angel Martinez-Perez, Juliana F Mazzeu, Eleuterio Merayo Macías, Pablo Minguez, Victor Moreno Cuerda, Vivian N Silbiger, Silviene F Oliveira, Eva Ortega-Paino, Mara Parellada, Estela Paz-Artal, Ney P C Santos, Patricia Pérez-Matute, Patricia Perez, M Elena Pérez-Tomás, Teresa Perucho, Mel Lina Pinsach-Abuin, Ericka N Pompa-Mera, Gloria L Porras-Hurtado, Aurora Pujol, Soraya Ramiro León, Salvador Resino, Marianne R Fernandes, Emilio Rodríguez-Ruiz, Fernando Rodriguez-Artalejo, José A Rodriguez-Garcia, Francisco Ruiz Cabello, Javier Ruiz-Hornillos, Pablo Ryan, José Manuel Soria, Juan Carlos Souto, Eduardo Tamayo, Alvaro Tamayo-Velasco, Juan Carlos Taracido-Fernandez, Alejandro Teper, Lilian Torres-Tobar, Miguel Urioste, Juan Valencia-Ramos, Zuleima Yáñez, Ruth Zarate, Tomoko Nakanishi, Sara Pigazzini, Frauke Degenhardt, Guillaume Butler-Laporte, Douglas Maya-Miles, Luis Bujanda, Youssef Bouysran, Adriana Palom, David Ellinghaus, Manuel Martínez-Bueno, Selina Rolker, Sara Amitrano, Luisa Roade, Francesca Fava, Christoph D Spinner, Daniele Prati, David Bernardo, Federico Garcia, Gilles Darcis, Israel Fernández-Cadenas, Jan Cato Holter, Jesus M Banales, Robert Frithiof, Stefano Duga, Rosanna Asselta, Alexandre C Pereira, Manuel Romero-Gómez, Beatriz Nafría-Jiménez, Johannes R Hov, Isabelle Migeotte, Alessandra Renieri, Anna M Planas, Kerstin U Ludwig, Maria Buti, Souad Rahmouni, Marta E Alarcón-Riquelme, Eva C Schulte, Andre Franke, Tom H Karlsen, Luca Valenti, Hugo Zeberg, Brent Richards, Andrea Ganna, Mercè Boada, Itziar de Rojas, Agustín Ruiz, Pascual Sánchez-Juan, Luis Miguel Real, Encarna Guillen-Navarro, Carmen Ayuso, Anna González-Neira, José A Riancho, Augusto Rojas-Martinez, Carlos Flores, Pablo Lapunzina, Angel Carracedo

Here, we describe the results of a genome-wide study conducted in 11 939 coronavirus disease 2019 (COVID-19) positive cases with an extensive clinical information that were recruited from 34 hospitals across Spain (SCOURGE consortium). In sex-disaggregated genome-wide association studies for COVID-19 hospitalization, genome-wide significance (P < 5 × 10-8) was crossed for variants in 3p21.31 and 21q22.11 loci only among males (P = 1.3 × 10-22 and P = 8.1 × 10-12, respectively), and for variants in 9q21.32 near TLE1 only among females (P = 4.4 × 10-8). In a second phase, results were combined with an independent Spanish cohort (1598 COVID-19 cases and 1068 population controls), revealing in the overall analysis two novel risk loci in 9p13.3 and 19q13.12, with fine-mapping prioritized variants functionally associated with AQP3 (P = 2.7 × 10-8) and ARHGAP33 (P = 1.3 × 10-8), respectively. The meta-analysis of both phases with four European studies stratified by sex from the Host Genetics Initiative (HGI) confirmed the association of the 3p21.31 and 21q22.11 loci predominantly in males and replicated a recently reported variant in 11p13 (ELF5, P = 4.1 × 10-8). Six of the COVID-19 HGI discovered loci were replicated and an HGI-based genetic risk score predicted the severity strata in SCOURGE. We also found more SNP-heritability and larger heritability differences by age (<60 or ≥60 years) among males than among females. Parallel genome-wide screening of inbreeding depression in SCOURGE also showed an effect of homozygosity in COVID-19 hospitalization and severity and this effect was stronger among older males. In summary, new candidate genes for COVID-19 severity and evidence supporting genetic disparities among sexes are provided.

© The Author(s) 2022. Published by Oxford University Press.

PMID: 35708486

Participating cluster members