Common, low-frequency, rare, and ultra-rare coding variants contribute to COVID-19 severity.
Fallerini C, Picchiotti N, Baldassarri M, Zguro K, Daga S, Fava F, Benetti E, Amitrano S, Bruttini M, Palmieri M, Croci S, Lista M, Beligni G, Valentino F, Meloni I, Tanfoni M, Minnai F, Colombo F, Cabri E, Fratelli M, Gabbi C, Mantovani S, Frullanti E, Gori M, Crawley FP, Butler-Laporte G, Richards B, Zeberg H, Lipcsey M, Hultström M, Ludwig KU, Schulte EC, Pairo-Castineira E, Baillie JK, Schmidt A, Frithiof R; WES/WGS Working Group Within the HGI; GenOMICC Consortium; GEN-COVID Multicenter Study; Mari F, Renieri A, Furini S.
Fallerini C, et al.
Hum Genet. 2022 Jan;141(1):147-173. doi: 10.1007/s00439-021-02397-7. Epub 2021 Dec 10.
Hum Genet. 2022.
PMID: 34889978
Free PMC article.
First, variants were converted into separate sets of Boolean features, depending on the absence or the presence of variants in each gene. An ensemble of LASSO logistic regression models was used to identify the most informative Boolean features with respect to the genetic …
First, variants were converted into separate sets of Boolean features, depending on the absence or the presence of variants in each gene. An …