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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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 |
work_keys_str_mv |
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