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. Author manuscript; available in PMC: 2014 Aug 28.
Published in final edited form as: Int J Obes (Lond). 2010 Dec 7;35(8):1095–1103. doi: 10.1038/ijo.2010.257

Table 3. Multiple regression models for hypertrophic (whole muscle volume) and strength (1RM) adaptive responses to resistance exercise, for both males and females.

Model: predictor(s) β t P F Adjusted R2 VIF
Post-intervention muscle volume
 Males Baseline muscle volume 0.91 32.30 < 0.01 507.04 0.89 1.8
Baseline SAT −0.02 −0.80 0.42 1.5
Age 0.03 1.40 0.18 1.0
Baseline body mass 0.07 2.50 0.02 1.9
 Females Baseline muscle volume 0.97 58.40 < 0.01 1370.40 0.94 1.6
Baseline SAT 0.01 0.33 0.75 2.3
Age −0.01 −0.92 0.36 1.0
Baseline body mass −0.02 −0.92 0.36 2.0
Post-intervention muscular strength (1RM)
 Males Baseline strength (1RM) 0.64 12.50 < 0.01 71.50 0.59 1.6
Baseline muscle volume 0.18 3.14 < 0.01 2.0
Baseline SAT −0.13 −2.30 0.03 1.9
Age −0.14 −3.30 < 0.01 1.0
Baseline body mass 0.09 1.50 0.14 2.1
 Females Baseline strength (1RM) 0.61 13.90 < 0.01 61.50 0.46 1.3
Baseline muscle volume 0.01 0.26 0.79 1.7
Baseline SAT −0.04 −0.56 0.57 2.6
Age −0.14 −3.70 < 0.01 1.0
Baseline body mass 0.13 2.10 0.04 2.4

Abbreviations: 1RM, one repetition maximum; SAT, subcutaneous adipose tissue; VIF, variance inflation factor.