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Table 3 Multiple regression analysis

From: Association of serum bone- and muscle-derived factors with age, sex, body composition, and physical function in community-dwelling middle-aged and elderly adults: a cross-sectional study

model

 

B

SE(B)

β

t

95% CI

p

R2

(a) Sclerostin as dependent variable

 1

Sexa

24.14

2.56

0.52

9.40

(19.08~29.20)

< 0.001

0.267

 2

Sexa

23.13

2.50

0.49

9.24

(18.20~28.06)

< 0.001

0.311

Age

0.58

0.14

0.21

4.04

(0.30~0.86)

< 0.001

 

 3

Sexa

19.71

2.72

0.42

7.23

(14.34~25.08)

< 0.001

0.332

Age

0.71

0.14

0.26

4.80

(0.42~1.01)

< 0.001

 

SOS

0.15

0.05

0.17

2.92

(0.50~0.25)

0.004

 

 4

Sexa

18.91

2.73

0.40

6.91

(13.52~24.29)

< 0.001

0.342

Age

0.75

0.14

0.28

5.06

(0.46~1.05)

< 0.001

 

SOS

0.14

0.05

0.15

2.64

(0.03~0.24)

0.009

 

TRACP5b

−0.02

0.01

−0.11

−2.10

(−0.03~ − 0.001)

0.037

 

(b) OC as dependent variable

 1

TRACP-5b

0.03

0.003

0.63

12.78

(0.03~0.04)

< 0.001

0.404

 2

TRACP-5b

0.03

0.003

0.60

12.15

(0.03~0.04)

< 0.001

0.428

Sexa

−2.73

0.81

−0.16

−3.36

(−4.33~ − 1.13)

0.001

 

 3

TRACP-5b

0.03

0.003

0.62

12.46

(0.03~0.04)

< 0.001

0.438

Sexa

−2.49

0.81

−0.15

−3.06

(−4.09~ − 0.89)

0.002

 

Age

−0.10

0.04

−0.11

−2.23

(−0.19~ − 0.01)

0.026

 

(c) IGF-1 as dependent variable

 1

Age

−1.03

0.22

−0.29

−4.68

(−1.47~ − 0.60)

< 0.001

0.080

 2

Age

−0.88

0.22

−0.24

−3.93

(−1.32~ − 0.42)

< 0.001

0.107

SOS

0.21

0.07

0.17

2.85

(0.06~0.35)

0.005

 

 3

Age

−0.86

0.22

−0.24

−3.87

(−1.30~ − 0.42)

< 0.001

0.124

SOS

0.19

0.07

0.16

2.60

(0.04~0.33)

0.010

 

BMI

1.58

0.66

0.14

2.38

(0.27~2.89)

0.018

 
  1. B, partial regression coefficient; SE, standard error; β, standardized partial regression coefficient; t, t-ratio; 95%CI, 95% confidence interval; p, p-value; R2, coefficient of determination
  2. BMI, body mass index; IGF-1, insulin-like growth factor-1; OC, osteocalcin; SMI, skeletal muscle mass index; SOS, speed of sound; TRACP-5b, tartrate-resistant acid phosphatase-5b
  3. Multiple regression analysis was performed with serum sclerostin, OC, and IGF-1 as dependent variables, and with age, gender, BMI, SOS, SMI, grip power, gait speed, and TRACP-5b as independent variables
  4. Selection of modelling was done using stepwise method
  5. a Women = 0, Men = 1