# Pharmacogenomic Study of SARS-CoV-2 Treatments: Identifying Polymorphisms Associated with Treatment Response in COVID-19 Patients

**Authors:** Alexandre Serra-Llovich, Natalia Cullell, Olalla Maroñas, María José Herrero, Raquel Cruz, Berta Almoguera, Carmen Ayuso, Rosario López-Rodríguez, Elena Domínguez-Garrido, Rocio Ortiz-Lopez, María Barreda-Sánchez, Marta Corton, David Dalmau, Esther Calbo, Lucía Boix-Palop, Beatriz Dietl, Anna Sangil, Almudena Gil-Rodriguez, Encarna Guillén-Navarro, Esther Mancebo, Saúl Lira-Albarrán, Pablo Minguez, Estela Paz-Artal, Gladys G. Olivera, Sheila Recarey-Rama, Luis Sendra, Enrique G. Zucchet, Miguel López de Heredia, Carlos Flores, José A. Riancho, Augusto Rojas-Martinez, Pablo Lapunzina, Ángel Carracedo, María J. Arranz

PMC · DOI: 10.3390/biomedicines13030553 · Biomedicines · 2025-02-21

## TL;DR

This study identifies genetic factors that influence how well patients respond to treatments for COVID-19, aiming to improve personalized medicine.

## Contribution

The study identifies 16 genes and key biological pathways linked to treatment response in COVID-19 patients.

## Key findings

- Significant polymorphisms in 16 genes were found to affect response to corticoid and immunomodulator therapies.
- Enrichment analyses highlighted innate immune and drug metabolism pathways as key in treatment outcomes.
- The study provides a framework for precision medicine in managing future coronavirus outbreaks.

## Abstract

Background/Objectives: The COVID-19 pandemic resulted in 675 million cases and 6.9 million deaths by 2022. Despite substantial declines in case fatalities following widespread vaccination campaigns, the threat of future coronavirus outbreaks remains a concern. Current treatments for COVID-19 have been repurposed from existing therapies for other infectious and non-infectious diseases. Emerging evidence suggests a role for genetic factors in both susceptibility to SARS-CoV-2 infection and response to treatment. However, comprehensive studies correlating clinical outcomes with genetic variants are lacking. The main aim of our study is the identification of host genetic biomarkers that predict the clinical outcome of COVID-19 pharmacological treatments. Methods: In this study, we present findings from GWAS and candidate gene and pathway enrichment analyses leveraging diverse patient samples from the Spanish Coalition to Unlock Research of Host Genetics on COVID-19 (SCOURGE), representing patients treated with immunomodulators (n = 849), corticoids (n = 2202), and the combined cohort of both treatments (n = 2487) who developed different outcomes. We assessed various phenotypes as indicators of treatment response, including survival at 90 days, admission to the intensive care unit (ICU), radiological affectation, and type of ventilation. Results: We identified significant polymorphisms in 16 genes from the GWAS and candidate gene studies (TLR1, TLR6, TLR10, CYP2C19, ACE2, UGT1A1, IL-1α, ZMAT3, TLR4, MIR924HG, IFNG-AS1, ABCG1, RBFOX1, ABCB11, TLR5, and ANK3) that may modulate the response to corticoid and immunomodulator therapies in COVID-19 patients. Enrichment analyses revealed overrepresentation of genes involved in the innate immune system, drug ADME, viral infection, and the programmed cell death pathways associated with the response phenotypes. Conclusions: Our study provides an initial framework for understanding the genetic determinants of treatment response in COVID-19 patients, offering insights that could inform precision medicine approaches for future epidemics.

## Linked entities

- **Genes:** TLR1 (toll like receptor 1) [NCBI Gene 7096], TLR6 (toll like receptor 6) [NCBI Gene 10333], TLR10 (toll like receptor 10) [NCBI Gene 81793], CYP2C19 (cytochrome P450 family 2 subfamily C member 19) [NCBI Gene 1557], ACE2 (angiotensin converting enzyme 2) [NCBI Gene 59272], UGT1A1 (UDP glucuronosyltransferase family 1 member A1) [NCBI Gene 54658], IL1A (interleukin 1 alpha) [NCBI Gene 3552], ZMAT3 (zinc finger matrin-type 3) [NCBI Gene 64393], TLR4 (toll like receptor 4) [NCBI Gene 7099], MIR924HG (MIR924 host gene) [NCBI Gene 647946], IFNG-AS1 (IFNG regulatory antisense RNA 1) [NCBI Gene 100885789], ABCG1 (ATP binding cassette subfamily G member 1) [NCBI Gene 9619], RBFOX1 (RNA binding fox-1 homolog 1) [NCBI Gene 54715], ABCB11 (ATP binding cassette subfamily B member 11) [NCBI Gene 8647], TLR5 (toll like receptor 5) [NCBI Gene 7100], ANK3 (ankyrin 3) [NCBI Gene 288]
- **Diseases:** COVID-19 (MONDO:0100096)

## Full-text entities

- **Genes:** IL1A (interleukin 1 alpha) [NCBI Gene 3552] {aka IL-1 alpha, IL-1A, IL1, IL1-ALPHA, IL1F1}, TLR5 (toll like receptor 5) [NCBI Gene 7100] {aka MELIOS, SLE1, SLEB1, TIL3}, TLR6 (toll like receptor 6) [NCBI Gene 10333] {aka CD286}, ZMAT3 (zinc finger matrin-type 3) [NCBI Gene 64393] {aka PAG608, WIG-1, WIG1}, TLR1 (toll like receptor 1) [NCBI Gene 7096] {aka CD281, TIL, TIL. LPRS5, rsc786}, RBFOX1 (RNA binding fox-1 homolog 1) [NCBI Gene 54715] {aka 2BP1, A2BP1, FOX-1, FOX1, HRNBP1}, ANK3 (ankyrin 3) [NCBI Gene 288] {aka ANKYRIN-G, MRT37}, TLR4 (toll like receptor 4) [NCBI Gene 7099] {aka ARMD10, CD284, TLR-4, TOLL}, ACE2 (angiotensin converting enzyme 2) [NCBI Gene 59272] {aka ACEH}, ABCB11 (ATP binding cassette subfamily B member 11) [NCBI Gene 8647] {aka ABC16, BRIC2, BSEP, PFIC-2, PFIC2, PGY4}, TLR10 (toll like receptor 10) [NCBI Gene 81793] {aka CD290}, IFNG-AS1 (IFNG regulatory antisense RNA 1) [NCBI Gene 100885789] {aka GS1-410F4.2, NEST, Tmevpg1}, UGT1A1 (UDP glucuronosyltransferase family 1 member A1) [NCBI Gene 54658] {aka BILIQTL1, GNT1, HUG-BR1, UDPGT, UDPGT 1-1, UGT1}, ABCG1 (ATP binding cassette subfamily G member 1) [NCBI Gene 9619] {aka ABC8, WHITE1}, MIR924HG (MIR924 host gene) [NCBI Gene 647946] {aka LINC00669}, CYP2C19 (cytochrome P450 family 2 subfamily C member 19) [NCBI Gene 1557] {aka CPCJ, CYP2C, CYPIIC17, CYPIIC19, P450C2C, P450IIC19}
- **Diseases:** deaths (MESH:D003643), infectious (MESH:D003141), viral infection (MESH:D014777), COVID-19 (MESH:D000086382)
- **Species:** Gammacoronavirus (genus) [taxon 694013], Severe acute respiratory syndrome coronavirus 2 (no rank) [taxon 2697049], Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC11940783/full.md

## References

68 references — full list in the complete paper: https://tomesphere.com/paper/PMC11940783/full.md

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Source: https://tomesphere.com/paper/PMC11940783