Blood Eosinophil Count and Metabolic, Cardiac and Pulmonary Outcomes: A Mendelian Randomization Study

Twin Res Hum Genet. 2018 Apr;21(2):89-100. doi: 10.1017/thg.2018.6. Epub 2018 Mar 6.

Abstract

Blood eosinophil count is associated with a variety of common complex outcomes in epidemiological observation. The aim of this study was to explore the causal association between determined blood eosinophil count and 20 common complex outcomes (10 metabolic, 6 cardiac, and 4 pulmonary). Through Mendelian randomization, we investigated genetic evidence for the genetically determined eosinophil in association with each outcomes using individual-level LifeLines cohort data (n = 13,301), where a weighted eosinophil genetic risk score comprising five eosinophil associated variants was created. We further examined the associations of the genetically determined eosinophil with those outcomes using summary statistics obtained from genome-wide association study consortia (6 consortia and 14 outcomes). Blood eosinophil count, by a 1-SD genetically increased, was not statistically associated with common complex outcomes in the LifeLines. Using the summary statistics, we showed that a higher genetically determined eosinophil count had a significant association with lower odds of obesity (odds ratio (OR) 0.81, 95% confidence interval (CI) [0.74, 0.89]) but not with the other traits and diseases. To conclude, an elevated eosinophil count is unlikely to be causally associated to higher risk of metabolic, cardiac, and pulmonary outcomes. Further studies with a stronger genetic risk score for eosinophil count may support these results.

Keywords: Mendelian randomization; cardiovascular diseases; complex diseases; eosinophil count; genetic risk score; instrumental variable; metabolic diseases; pulmonary diseases.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Asthma* / blood
  • Asthma* / genetics
  • Asthma* / physiopathology
  • Blood Glucose / genetics
  • Blood Glucose / metabolism
  • Blood Pressure / genetics*
  • Body Mass Index
  • Cohort Studies
  • Diabetes Mellitus, Type 2* / blood
  • Diabetes Mellitus, Type 2* / genetics
  • Diabetes Mellitus, Type 2* / physiopathology
  • Female
  • Forced Expiratory Volume / genetics
  • Genome-Wide Association Study
  • Glycated Hemoglobin / genetics
  • Glycated Hemoglobin / metabolism
  • Humans
  • Leukocyte Count
  • Lipids / blood
  • Lipids / genetics
  • Male
  • Mendelian Randomization Analysis*
  • Metabolic Syndrome* / blood
  • Metabolic Syndrome* / genetics
  • Metabolic Syndrome* / physiopathology
  • Pulmonary Disease, Chronic Obstructive* / blood
  • Pulmonary Disease, Chronic Obstructive* / genetics
  • Pulmonary Disease, Chronic Obstructive* / physiopathology
  • Quantitative Trait, Heritable*

Substances

  • Blood Glucose
  • Glycated Hemoglobin A
  • Lipids
  • hemoglobin A1c protein, human