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Introduction: SARS-CoV-2 viral load has been related to COVID-19 severity. The main aim of this study was to evaluate the relationship between SARS-CoV-2 viremia and SNPs in genes previously studied by our group as predictors of COVID-19 severity., Materials and Methods: Retrospective observational study including 340 patients hospitalized for COVID-19 in the University Hospital La Princesa between March 2020 and December 2021, with at least one viremia determination. Positive viremia was considered when viral load was above the quantifiable threshold (20 copies/ml). A total of 38 SNPs were genotyped. To study their association with viremia a multivariate logistic regression was performed., Results: The mean age of the studied population was 64.5 years (SD 16.6), 60.9% patients were male and 79.4% white non-Hispanic. Only 126 patients (37.1%) had at least one positive viremia. After adjustment by confounders, the presence of the minor alleles of rs2071746 ( HMOX1 ; T/T genotype OR 9.9 p  < 0.0001), rs78958998 (probably associated with SERPING1 expression; A/T genotype OR 2.3, p  = 0.04 and T/T genotype OR 12.9, p  < 0.0001), and rs713400 (eQTL for TMPRSS2 ; C/T + T/T genotype OR 1.86, p  = 0.10) were associated with higher risk of viremia, whereas the minor alleles of rs11052877 ( CD69 ; A/G genotype OR 0.5, p = 0.04 and G/G genotype OR 0.3, p  = 0.01), rs2660 ( OAS1 ; A/G genotype OR 0.6, p  = 0.08), rs896 ( VIPR1 ; T/T genotype OR 0.4, p  = 0.02) and rs33980500 ( TRAF3IP2 ; C/T + T/T genotype OR 0.3, p  = 0.01) were associated with lower risk of viremia., Conclusion: Genetic variants in HMOX1 (rs2071746), SERPING1 (rs78958998), TMPRSS2 (rs713400), CD69 (rs11052877), TRAF3IP2 (rs33980500), OAS1 (rs2660) and VIPR1 (rs896) could explain heterogeneity in SARS-CoV-2 viremia in our population., Competing Interests: FA, has been consultant or investigator in clinical trials sponsored by the following pharmaceutical companies: Abbott, Alter, Aptatargets, Chemo, FAES, Farmalíder, Ferrer, Galenicum, GlaxoSmithKline, Gilead, Italfarmaco, Janssen-Cilag, Kern, Normon, Novartis, Servier, Teva and Zambon. IG-Á reports grants from Instituto de Salud Carlos III, during the course of the study; personal fees from Lilly and Sanofi; personal fees and non-financial support from BMS; personal fees and non-financial support from Abbvie; research support, personal fees and non-financial support from Roche Laboratories; research support from Gebro Pharma; non-financial support from MSD, Pfizer and Novartis, not related to the submitted work. The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2023 Roy-Vallejo, Fernández de Córdoba-Oñate, Delgado-Wicke, Triguero-Martínez, Montes, Carracedo-Rodríguez, Zurita-Cruz, Marcos-Jiménez, Lamana, Galván-Román, Villapalos García, Zubiaur, Ciudad, Rabes, Sanz, Rodríguez, Villa, Rodríguez, Marcos, Hernando, Díaz-Fernández, Abad, de los Santos, Rodríguez Serrano, García-Vicuña, Suárez Fernández, P. Gomariz, Muñoz-Calleja, Fernández-Ruiz, González-Álvaro Cardeñoso and the PREDINMUN-COVID Group.)