Table 2.
Final univariate estimates of heritability, trait means and covariate effects for physical activity and body composition traits, and their standard errors: subset of adults from the Southwest Ohio Family Study whose visits occurred between January 2003 and November 2006
| n | h2 | SE | c2 | SE | μ | SE | σP | SE | βage† | SE | βsex | SE | βage2† | SE | βage×sex† | SE | βage2 × sex† | SE | βrace | SE | βrace × sex | SE | βeducation | SE | βsmoking | SE | % of variation due to covariate effects | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Leisure PA | 518 | 0.17** | 0.09 | 0.25** | 0.08 | 2.51*** | 0.04 | 0.66*** | 0.02 | – | – | – | Leisure PA | – | – | – | – | – | – | 0.0 | |||||||||
| Sport PA | 519 | 0.26** | 0.10 | 0.13 | 0.09 | 2.56*** | 0.06 | 0.66*** | 0.02 | −7.75** | 1.94 | −0.54*** | 0.06 | – | Sport PA | – | – | – | – | 0.28*** | 0.07 | −0.16* | 0.07 | 20.6 | |||||
| Work PA | 517 | 0.13 | 0.09 | 0.13 | 0.09 | 2.93*** | 0.04 | 0.64*** | 0.02 | – | – | – | Work PA | – | – | – | – | −0.31*** | 0.06 | – | 5.2 | ||||||||
| Total PA | 512 | 0.29** | 0.11 | 0.13 | 0.09 | 7.93*** | 0.10 | 1.30*** | 0.04 | −12.16* | 3.70 | −0.50** | 0.11 | – | Total PA | – | – | – | – | – | – | 5.8 | |||||||
| Weight‡ (kg) | 521 | 0.47*** | 0.10 | 0.07 | 0.09 | 4.50*** | 0.02 | 0.20*** | 0.01 | 2.62** | 0.56 | – | −0.12** | Weight‡ (kg) | 0.03 | – | – | – | −0.18** | 0.02 | – | – | 19.4 | ||||||
| Height (cm) | 521 | 0.82*** | 0.07 | 0.11* | 0.06 | 178.28*** | 0.60 | 6.35*** | 0.22 | – | −14.17*** | 0.49 | −3.54** | Height (cm) | 0.83 | −114.37* | 20.39 | – | – | – | 1.39* | 0.56 | – | 60.8 | |||||
| BMI‡ (kg/m2) | 521 | 0.35** | 0.11 | 0.13 | 0.09 | 3.36*** | 0.02 | 0.19*** | 0.01 | 3.45*** | 0.54 | 0.14** | 0.03 | −0.09** | BMI‡ (kg/m2) | 0.03 | – | – | – | −0.15*** | 0.03 | −0.05** | 0.02 | – | 13.3 | ||||
| BFM (kg) | 490 | 0.35*** | 0.10 | 0.09 | 0.08 | 22.33*** | 0.84 | 8.46*** | 0.28 | 194.17*** | 24.47 | 11.53*** | 1.42 | −3.93* | BFM (kg) | 1.35 | – | – | – | −5.57** | 1.46 | −1.72* | 0.86 | – | 25.8 | ||||
| %BF§ | 490 | 0.38*** | 0.10 | 0.08 | 0.08 | 4.83*** | 0.05 | 0.54*** | 0.02 | 15.78*** | 1.59 | 1.45*** | 0.09 | – | %BF§ | – | – | – | −0.29** | 0.09 | −0.10* | 0.05 | −0.18** | 0.06 | 61.6 | ||||
| TFM (kg) | 490 | 0.35*** | 0.10 | 0.12 | 0.08 | 12.11*** | 0.50 | 5.06*** | 0.17 | 141.70*** | 14.66 | 4.35*** | 0.85 | −3.39** | TFM (kg) | 0.80 | – | – | – | −2.70** | 0.87 | −1.03* | 0.51 | – | 21.3 | ||||
| VAT‡ (kg) | 521 | 0.36*** | 0.10 | 0.13 | 0.09 | 1.12*** | 0.12 | 0.66*** | 0.02 | 27.09*** | 1.87 | −0.47** | 0.14 | −0.87*** | VAT‡ (kg) | 0.15 | – | 0.49** | 0.20 | 0.41** | 0.13 | −0.41** | 0.14 | −0.16* | 0.07 | – | 41.6 | ||
| SAT‡ (kg) | 521 | 0.44*** | 0.11 | 0.08 | 0.09 | 1.58*** | 0.06 | 0.59*** | 0.02 | 10.50*** | 1.65 | 0.56*** | 0.09 | −0.41*** | SAT‡ (kg) | 0.09 | – | – | – | −0.31** | 0.10 | −0.11* | 0.06 | – | 17.6 | ||||
| BFMI‡ (kg/m2) | 490 | 0.37*** | 0.10 | 0.09 | 0.09 | 1.90*** | 0.04 | 0.36*** | 0.01 | 9.58*** | 1.05 | 0.62*** | 0.06 | −0.13** | BFMI‡ (kg/m2) | 0.06 | – | – | – | −0.21** | 0.06 | −0.08* | 0.04 | −0.11* | 0.04 | 41.3 | |||
| TFMI‡ (kg/m2) | 490 | 0.41*** | 0.10 | 0.12 | 0.08 | 1.22*** | 0.05 | 0.46*** | 0.02 | 15.37*** | 1.32 | 0.47*** | 0.08 | −0.40*** | TFMI‡ (kg/m2) | 0.11 | – | 0.26* | 0.14 | – | −0.23** | 0.08 | – | – | 31.3 | ||||
| VFI‡ (kg/m2) | 521 | 0.36*** | 0.10 | 0.13 | 0.08 | −0.02*** | 0.13 | 0.66*** | 0.02 | 28.00*** | 1.87 | −0.30* | 0.14 | −0.83*** | VFI‡ (kg/m2) | 0.15 | – | 0.51** | 0.20 | 0.39** | 0.13 | −0.41** | 0.14 | −0.18** | 0.07 | – | 38.2 | ||
| SFI‡ (kg/m2) | 521 | 0.44*** | 0.11 | 0.10 | 0.09 | 0.42*** | 0.06 | 0.59*** | 0.02 | 11.44*** | 1.65 | 0.74*** | 0.09 | −0.36** | SFI‡ (kg/m2) | 0.09 | – | – | – | −0.33** | 0.10 | −0.13* | 0.06 | – | 25.1 |
h2, additive genetic effects; c2, household effects; μ, mean effects; σP, standard deviation; βage, age effect; βsex, sex effect (positive sex effects correspond to females); βage2, age-squared effect; βage×sex, age-by-sex effect; βage2×sex, age-squared-by-sex effect; βrace, race effects (positive race effects correspond to whites); βeducation, education effect (positive education effects correspond to those with university education); βsmoking, smoking effect (positive smoking effects correspond to smokers); PA, physical activity; BFM, total body fat mass; %BF, percentage body fat; TFM, trunk fat mass; VAT, visceral adipose tissue; SAT, subcutaneous abdominal adipose tissue; BFMI, fat mass index; TFMI, trunk mass index; VFI, visceral fat index; SFI, subcutaneous fat index.
Only significant parameters are shown for covariates:
P<0.05,
P<0.01,
P<0.0001.
Value ×10−3.
Variables were log-transformed.
Variables were square-root-transformed.