White Blood Cells and Severe COVID-19: A Mendelian Randomization Study

Increasing evidence shows that white blood cells are associated with the risk of coronavirus disease 2019 (COVID-19), but the direction and causality of this association are not clear. To evaluate the causal associations between various white blood cell traits and the COVID-19 susceptibility and sev...

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Main Authors: Yitang Sun, Jingqi Zhou, Kaixiong Ye
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Journal of Personalized Medicine
Subjects:
Online Access:https://www.mdpi.com/2075-4426/11/3/195
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spelling doaj-8b9f96949f9c44d78bb38545d4c3f1652021-03-13T00:01:48ZengMDPI AGJournal of Personalized Medicine2075-44262021-03-011119519510.3390/jpm11030195White Blood Cells and Severe COVID-19: A Mendelian Randomization StudyYitang Sun0Jingqi Zhou1Kaixiong Ye2Department of Genetics, Franklin College of Arts and Sciences, University of Georgia, Athens, GA 30602, USADepartment of Genetics, Franklin College of Arts and Sciences, University of Georgia, Athens, GA 30602, USADepartment of Genetics, Franklin College of Arts and Sciences, University of Georgia, Athens, GA 30602, USAIncreasing evidence shows that white blood cells are associated with the risk of coronavirus disease 2019 (COVID-19), but the direction and causality of this association are not clear. To evaluate the causal associations between various white blood cell traits and the COVID-19 susceptibility and severity, we conducted two-sample bidirectional Mendelian Randomization (MR) analyses with summary statistics from the largest and most recent genome-wide association studies. Our MR results indicated causal protective effects of higher basophil count, basophil percentage of white blood cells, and myeloid white blood cell count on severe COVID-19, with odds ratios (OR) per standard deviation increment of 0.75 (95% CI: 0.60–0.95), 0.70 (95% CI: 0.54–0.92), and 0.85 (95% CI: 0.73–0.98), respectively. Neither COVID-19 severity nor susceptibility was associated with white blood cell traits in our reverse MR results. Genetically predicted high basophil count, basophil percentage of white blood cells, and myeloid white blood cell count are associated with a lower risk of developing severe COVID-19. Individuals with a lower genetic capacity for basophils are likely at risk, while enhancing the production of basophils may be an effective therapeutic strategy.https://www.mdpi.com/2075-4426/11/3/195COVID-19white blood cellsbasophilsMendelian randomization
collection DOAJ
language English
format Article
sources DOAJ
author Yitang Sun
Jingqi Zhou
Kaixiong Ye
spellingShingle Yitang Sun
Jingqi Zhou
Kaixiong Ye
White Blood Cells and Severe COVID-19: A Mendelian Randomization Study
Journal of Personalized Medicine
COVID-19
white blood cells
basophils
Mendelian randomization
author_facet Yitang Sun
Jingqi Zhou
Kaixiong Ye
author_sort Yitang Sun
title White Blood Cells and Severe COVID-19: A Mendelian Randomization Study
title_short White Blood Cells and Severe COVID-19: A Mendelian Randomization Study
title_full White Blood Cells and Severe COVID-19: A Mendelian Randomization Study
title_fullStr White Blood Cells and Severe COVID-19: A Mendelian Randomization Study
title_full_unstemmed White Blood Cells and Severe COVID-19: A Mendelian Randomization Study
title_sort white blood cells and severe covid-19: a mendelian randomization study
publisher MDPI AG
series Journal of Personalized Medicine
issn 2075-4426
publishDate 2021-03-01
description Increasing evidence shows that white blood cells are associated with the risk of coronavirus disease 2019 (COVID-19), but the direction and causality of this association are not clear. To evaluate the causal associations between various white blood cell traits and the COVID-19 susceptibility and severity, we conducted two-sample bidirectional Mendelian Randomization (MR) analyses with summary statistics from the largest and most recent genome-wide association studies. Our MR results indicated causal protective effects of higher basophil count, basophil percentage of white blood cells, and myeloid white blood cell count on severe COVID-19, with odds ratios (OR) per standard deviation increment of 0.75 (95% CI: 0.60–0.95), 0.70 (95% CI: 0.54–0.92), and 0.85 (95% CI: 0.73–0.98), respectively. Neither COVID-19 severity nor susceptibility was associated with white blood cell traits in our reverse MR results. Genetically predicted high basophil count, basophil percentage of white blood cells, and myeloid white blood cell count are associated with a lower risk of developing severe COVID-19. Individuals with a lower genetic capacity for basophils are likely at risk, while enhancing the production of basophils may be an effective therapeutic strategy.
topic COVID-19
white blood cells
basophils
Mendelian randomization
url https://www.mdpi.com/2075-4426/11/3/195
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