Integration of hereditary and acquired factors associated with the neutrophil and platelet counts in multivariable GLMM
Predictors . | Logarithm (base 10) of neutrophil count . | Inverse normal transformation of platelet count . | ||||||
---|---|---|---|---|---|---|---|---|
Estimate . | SE . | P . | R2 . | Estimate . | SE . | P . | R2 . | |
(Intercept) | 0.27 | 0.04 | < .001 | 0.73 | 0.17 | < .001 | ||
Age (y) | 0.003 | 0.001 | < .001 | 0.028 | −0.01 | 0.002 | < .001 | 0.004 |
Smoker | 0.06 | 0.009 | < .001 | 0.012 | ||||
Cardiometabolic comorbidities | 0.03 | 0.006 | < .001 | 0.014 | 0.22 | 0.05 | < .001 | 0.007 |
rs60134943 (GSDMA) (T vs G) | 0.1 | 0.03 | .003 | 0.014 | 0.014 | |||
CHIP | 0.002 | 0.008 | .780 | 0.012 | 0.012 | |||
Interaction variable of age and rs60134943 (GSDMA) | −0.001 | 0.000 | .013 | |||||
rs1354034 (ARHGEF3) (C vs T) | −0.18 | 0.03 | < .001 | 0.015 | ||||
Cancer | −0.13 | 0.06 | .03 | 0.002 | ||||
Full model R2 | 0.054 | 0.031 |
Predictors . | Logarithm (base 10) of neutrophil count . | Inverse normal transformation of platelet count . | ||||||
---|---|---|---|---|---|---|---|---|
Estimate . | SE . | P . | R2 . | Estimate . | SE . | P . | R2 . | |
(Intercept) | 0.27 | 0.04 | < .001 | 0.73 | 0.17 | < .001 | ||
Age (y) | 0.003 | 0.001 | < .001 | 0.028 | −0.01 | 0.002 | < .001 | 0.004 |
Smoker | 0.06 | 0.009 | < .001 | 0.012 | ||||
Cardiometabolic comorbidities | 0.03 | 0.006 | < .001 | 0.014 | 0.22 | 0.05 | < .001 | 0.007 |
rs60134943 (GSDMA) (T vs G) | 0.1 | 0.03 | .003 | 0.014 | 0.014 | |||
CHIP | 0.002 | 0.008 | .780 | 0.012 | 0.012 | |||
Interaction variable of age and rs60134943 (GSDMA) | −0.001 | 0.000 | .013 | |||||
rs1354034 (ARHGEF3) (C vs T) | −0.18 | 0.03 | < .001 | 0.015 | ||||
Cancer | −0.13 | 0.06 | .03 | 0.002 | ||||
Full model R2 | 0.054 | 0.031 |
Because continuous traits were not normally distributed, logarithmic and inverse normal transformation were performed for neutrophil counts and platelet counts, respectively.
Family structure was accounted for as a random effect. Combined cardiometabolic comorbidities include coronary artery disease, dyslipidemia, hypertension, or diabetes.
SE, standard error.