Table 2 Sensitivity analysis for causal association of HbA1c with lipids (mmol/L) by unweighted GRS, IVW, Weighted median, MR-Egger and MR-PRESSO methods.

From: Mendelian Randomization Analysis Support Causal Associations of HbA1c with Circulating Triglyceride, Total and Low-density Lipoprotein Cholesterol in a Chinese Population

 

Methods

Expanded GRS

Conservative GRS

β

SE

z- or t-statistic

P value

β

SE

z- or t-statistic

P value

Log-TG, (mmol/L)

Weighted GRS

0.19

0.07

2.62

0.009**

0.22

0.10

2.13

0.03*

Unweighted GRS

0.22

0.07

2.98

0.003**

0.35

0.11

3.05

0.002**

IVW

0.21

0.06

3.61

0.0003**

0.25

0.10

2.24

0.03*

Weighted Median

0.13

0.11

1.18

0.23

0.22

0.14

1.57

0.12

Egger Estimate

0.20

0.15

1.30

0.22

0.47

0.28

1.68

0.10

Egger Intercept

0.0005

NA.

NA.

0.92

−0.0005

NA.

NA.

0.87

MR-PRESSO MR Analysis

0.21

0.06

3.46

0.003**

0.24

0.11

2.18

0.07

Global Test

NA.

NA.

NA.

0.25

NA.

NA.

NA.

0.043*.

TC, (mmol/L)

Weighted GRS

0.42

0.17

2.46

0.01*

0.60

0.24

2.44

0.01*

Unweighted GRS

0.51

0.17

3.02

0.003**

0.67

0.25

2.66

0.008**

IVW

0.48

0.15

3.17

0.002**

0.30

0.12

2.47

0.01*

Weighted Median

0.38

0.22

1.73

0.08

0.30

0.13

2.40

0.02*

Egger Estimate

0.31

0.37

0.81

0.42

0.32

0.27

1.19

0.24

Egger Intercept

0.005

NA.

NA.

0.65

0.002

NA.

NA.

0.26

MR-PRESSO MR Analysis

0.48

0.15

3.24

0.005**

0.30

0.12

2.53

0.04*

Global Test

NA.

NA.

NA.

0.20

NA.

NA.

NA.

0.29

LDL-C, (mmol/L)

Weighted GRS

0.33

0.13

2.55

0.01**

0.51

0.19

2.70

0.007**

Unweighted GRS

0.38

0.13

3.03

0.002**

0.53

0.19

2.74

0.006**

IVW

0.38

0.10

3.62

0.0003**

0.25

0.10

2.41

0.02*

Weighted Median

0.28

0.13

2.15

0.03*

0.24

0.10

2.45

0.02*

Egger Estimate

0.33

0.25

1.32

0.21

0.33

0.28

1.57

0.10

Egger Intercept

0.002

NA.

NA.

0.84

0.009

NA.

NA.

0.47

MR-PRESSO MR Analysis

0.38

0.10

3.81

0.002**

0.25

0.10

2.53

0.04*

Global Test

NA.

NA.

NA.

0.27

NA.

NA.

NA.

0.34

HDL-C, (mmol/L)

Weighted GRS

−0.005

0.04

0.10

0.92

−0.02

0.06

0.28

0.79

Unweighted GRS

−0.02

0.04

0.57

0.58

−0.06

0.06

0.93

0.36

IVW

−0.02

0.04

0.52

0.61

−0.009

0.04

0.23

0.82

Weighted Median

0.05

0.09

0.56

0.58

−0.02

0.03

0.67

0.50

Egger Estimate

−0.007

0.10

0.07

0.95

0.07

0.06

1.11

0.27

Egger Intercept

−0.0005

NA.

NA.

0.87

−0.005

NA.

NA.

0.16

MR-PRESSO MR Analysis

−0.02

0.04

−0.48

0.64

−0.009

0.04

−0.23

0.83

Global Test

NA.

NA.

NA.

0.48

NA.

NA.

NA.

0.78

  1. IVW, inverse-variance weighted method, Egger, MR-Egger method. MR-PRESSO, Mendelian randomization pleiotropy residual sum and outlier. For MR-PRESSO MR Analysis, outcomes of the outlier-corrected analysis were presented if outliers were detected, otherwise it would be the raw MR analysis. NA., not applicable.
  2. The t statistics were calculated for MR-PRESSO while z statistics for the other analysis. P value were calculated from multivariable-adjusted linear regression. *P < 0.05; **P < 0.01. All data were calculated under the full model with age, sex, BMI, systolic and diastolic blood pressure, smoking and drinking status, physical activity status, and diabetes adjusted.