Table 2 Logistic analyses: Risk factors of mortalit.

From: Age-related variation in hemoglobin glycation index and stroke mortality: mediation and machine learning in a cohort study

Variables

Univariable logistic regression analysis

Multivariable logistic regression analysis

LASSO-logistic regression analysis

OR (95% CI)

P -value*

OR (95% CI)

P -value*

OR (95% CI)

P -value

30-day follow-up

Age

1.06 (1.05–1.07)

 < 0.001

1.05 (1.04–1.07)

 < 0.001

1.05 (1.04–1.06)

 < 0.001

Sex

0.73 (0.59–0.92)

0.007

1.11 (0.85–1.45)

0.437

  

HTN

0.81 (0.64–1.01)

0.064

0.98 (0.74–1.31)

0.881

  

CKD

2.72 (2.03–3.62)

 < 0.001

1.08 (0.72–1.60)

0.702

  

T2DM

1.16 (0.88–1.52)

0.286

1.45 (1.03–2.01)

0.030

  

HLD

0.97 (0.78–1.22)

0.808

0.90 (0.70–1.15)

0.398

  

IHD

1.68 (1.31–2.14)

 < 0.001

1.04 (0.78–1.36)

0.802

  

COPD

1.34 (0.92–1.91)

0.114

1.02 (0.68–1.49)

0.939

  

HGI

0.57 (0.46–0.71)

 < 0.001

0.44 (0.34–0.57)

 < 0.001

0.51 (0.40–0.65)

 < 0.001

Hb

0.77 (0.73–0.81)

 < 0.001

0.86 (0.81–0.92)

 < 0.001

0.85 (0.80–0.90)

 < 0.001

PLT

1.00 (0.99–1.00)

0.089

0.99 (0.99–1.00

0.829

  

WBC

1.05 (1.03–1.07)

 < 0.001

1.04 (1.02–1.07)

 < 0.001

1.05 (1.03–1.07)

0.001

LDL

0.99 (0.98–0.99)

 < 0.001

0.99 (0.99–1.00)

0.190

  

TTW

1.00 (1.00–1.01)

0.033

1.00 (1.00–1.01)

0.001

  

Cr

1.20 (1.10–1.30)

 < 0.001

0.84 (0.70–0.98)

0.047

  

BUN

1.04 (1.03–1.04)

 < 0.001

1.02 (1.02–1.04)

 < 0.001

1.02 (1.02–1.03)

 < 0.001

1-year follow-up

Age

1.06 (1.05–1.07)

 < 0.001

1.07 (1.06–1.08)

 < 0.001

1.07 (1.06–1.07)

 < 0.001

Sex

0.70 (0.59–0.83)

 < 0.001

1.03 (0.84–1.28)

0.735

  

HTN

0.73 (0.62–0.87)

0.004

0.82 (0.66–1.03)

0.086

0.80 (0.65–1.00)

0.054

CKD

3.13 (2.46–3.96)

 < 0.001

1.16 (0.83–1.60)

0.388

1.12 (0.81–1.54)

0.501

T2DM

1.17 (0.94–1.44)

0.146

1.08 (0.82–1.41)

0.591

  

HLD

0.97 (0.82–1.15)

0.808

0.85 (0.70–1.04)

0.114

  

IHD

1.98 (1.64–2.39)

 < 0.001

1.17 (0.94–1.46)

0.165

1.16 (0.94–1.45)

0.164

COPD

2.02 (1.55–2.63)

 < 0.001

1.47 (1.09–1.97)

0.011

1.46 (1.09–1.96)

0.011

HGI

0.79 (0.67–0.92)

0.003

0.69 (0.56–0.84)

 < 0.001

0.70 (0.58–0.83)

 < 0.001

Hb

0.76 (0.72–0.79)

 < 0.001

0.84 (0.79–0.88)

 < 0.001

0.84 (0.80–0.89)

 < 0.001

PLT

0.99 (0.99–1.00)

0.064

0.99 (0.99–1.00)

0.201

  

WBC

1.09 (1.07–1.11)

 < 0.001

1.10 (1.08–1.13)

 < 0.001

1.10 (1.08–1.13)

 < 0.001

LDL

0.99 (0.98–0.99)

 < 0.001

0.99 (0.99–1.00)

0.090

0.99 (0.99–0.99)

0.048

TTW

1.00 (0.99–1.01)

0.101

1.00 (1.00–1.00)

0.001

1.00 (1.00–1.00)

0.001

Cr

1.24 (1.14–1.35)

 < 0.001

0.95 (0.82–1.07)

0.397

  

BUN

1.04 (1.03–1.05)

 < 0.001

1.02 (1.01–1.03)

 < 0.001

1.02 (1.01–1.02)

 < 0.001

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