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Table 3 Death rate ratios of normalized biomarkers estimated with several specifications of hazard regression models (effect of 1 SD on the death rate)

From: Predicting mortality with biomarkers: a population-based prospective cohort study for elderly Costa Ricans

Biomarkers and control variables

Demo-graphic model

Partial models

Full model 1

Full model 2

Metabolic hormones

    

 Glycosylated hemoglobin (HbA1c)

 

1.23**

1.23**

1.24**

Cardiovascular biomarkers

    

 Systolic blood pressure (SBP)

 

0.85**

0.89*

0.90+

 quared SBP

 

1.05*

1.03

1.03

 SBP * Male

 

1.15+

1.13

1.15+

Metabolic – lipids

    

 Total cholesterol

 

0.73**

0.83**

0.85*

 Squared total chol.

 

1.08**

1.04+

1.03

 HDL cholesterol

 

1.26**

1.19*

1.16*

 Total/HDL cholesterol ratio

 

1.24**

1.19**

1.16*

Stress hormones

    

 DHEAS

 

0.79**

0.83**

0.84*

 Squared DHEAS

 

1.08**

1.05*

1.04

Inflammation, immune system

    

 CRP

 

1.43**

1.27**

1.24**

 Squared CRP

 

0.96**

0.97*

0.97+

Organ-specific functional reserve

    

 Handgrip strength

 

0.55**

0.59**

0.65**

 Handgrip * Male

 

1.62**

1.60**

1.53**

 Distance in 10 seconds

 

0.75**

0.79**

0.90+

 Pulmonary peak flow

 

0.71**

0.72**

0.73**

Nutrition, body size

    

 Waist circumference

 

1.04

0.99

1.00

 Squared waist circumference

 

1.06**

1.06*

1.06*

 BMI * age 80+

 

0.84*

0.94

0.92

Baseline health controls

    

 Normalized disability scale

 

1.59**

 

1.27**

 Cancer diagnosis

 

1.46**

 

1.51**

 Involuntary weight loss

 

1.24*

 

1.17

 Current smoker

 

1.43+

 

1.50*

 Bad self-reported health

 

1.22

 

1.12

Demographic controls

    

 Male

1.65*

 

4.31**

3.76**

 Male * Age

0.99

 

0.99

0.99

 Nicoya

0.71*

 

0.66**

0.73*

 Age (1 extra year)

1.09**

 

1.05**

1.05**

  1. Significance assessed with robust estimates of standard errors: + means significant at *p < 0.10; at **p < 0.05; and at p < 0.01.
  2. Partial models include the biomarkers of the respective group AND demographic controls. N = 2,313 individuals, 11,433 observed age segments, and 564 deaths.