Linear Multiple Regressions of MZ Intrapair Differences (Δ) in Metabolic Health Variables by Intrapair Differences in FMI, FFMI, and VO2max/FFM
. | Predictor . | β . | 95% CI . | P . | R2 . | N . |
---|---|---|---|---|---|---|
∆Fasting glucose | ΔFMI | 0.20 | (0.01, 0.38) | 0.042 | 0.09 | 253 |
ΔFFMI | 0.05 | (−0.35, 0.45) | 0.816 | |||
ΔVO2max/FFM | −0.02 | (−0.18, 0.14) | 0.820 | |||
∆HOMA-IR | ΔFMI | 0.59 | (0.22, 0.96) | 0.002 | 0.28 | 229 |
ΔFFMI | −0.13 | (−0.42, 0.17) | 0.405 | |||
ΔVO2max/FFM | −0.16 | (−0.33, 0.02) | 0.084 | |||
∆BIGTT-SI | ΔFMI | −0.68 | (−0.87, −0.49) | <0.001 | 0.47 | 224 |
ΔFFMI | 0.05 | (−0.13, 0.24) | 0.578 | |||
ΔVO2max/FFM | 0.17 | (−0.01, 0.36) | 0.068 | |||
∆BIGTT-AIR | ΔFMI | 0.48 | (0.18, 0.77) | 0.001 | 0.25 | 224 |
ΔFFMI | 0.01 | (−0.15, 0.17) | 0.947 | |||
ΔVO2max/FFM | −0.08 | (−0.21, 0.04) | 0.196 | |||
∆Metabolic syndrome score | ΔFMI | 0.55 | (0.40, 0.70) | <0.001 | 0.39 | 215 |
ΔFFMI | 0.08 | (−0.08, 0.24) | 0.333 | |||
ΔVO2max/FFM | −0.09 | (−0.19, 0.01) | 0.083 | |||
∆Waist-to-height ratio | ΔFMI | 0.79 | (0.68, 0.89) | <0.001 | 0.85 | 255 |
ΔFFMI | 0.19 | (0.12, 0.26) | <0.001 | |||
ΔVO2max/FFM | −0.03 | (−0.12, 0.06) | 0.458 | |||
∆Systolic blood pressure | ΔFMI | 0.36 | (0.15, 0.57) | 0.001 | 0.13 | 231 |
ΔFFMI | −0.04 | (−0.23, 0.16) | 0.718 | |||
ΔVO2max/FFM | 0.04 | (−0.10, 0.17) | 0.608 | |||
∆Diastolic blood pressure | ΔFMI | 0.40 | (0.20, 0.59) | <0.001 | 0.13 | 231 |
ΔFFMI | −0.07 | (−0.34, 0.20) | 0.604 | |||
ΔVO2max/FFM | 0.04 | (−0.10, 0.19) | 0.554 | |||
∆LDL | ΔFMI | 0.47 | (0.28, 0.67) | <0.001 | 0.16 | 243 |
ΔFFMI | −0.18 | (−0.40, 0.04) | 0.103 | |||
ΔVO2max/FFM | −0.10 | (−0.23, 0.03) | 0.119 | |||
∆HDL | ΔFMI | −0.23 | (−0.60, 0.13) | 0.205 | 0.14 | 249 |
ΔFFMI | −0.12 | (−0.30, 0.06) | 0.197 | |||
ΔVO2max/FFM | 0.13 | (0.03, 0.24) | 0.016 | |||
∆Triglycerides | ΔFMI | 0.30 | (−0.03, 0.63) | 0.077 | 0.11 | 245 |
ΔFFMI | 0.02 | (−0.14, 0.18) | 0.834 | |||
ΔVO2max/FFM | −0.04 | (−0.23, 0.16) | 0.718 | |||
∆Visceral fat volume | ΔFMI | 0.98 | (0.86, 1.09) | <0.001 | 0.85 | 41a |
ΔFFMI | −0.13 | (−0.27, 0.04) | 0.439 | |||
ΔVO2max/FFM | −0.05 | (−0.21, 0.13) | 0.764 | |||
∆Liver fat % | ΔFMI | 0.77 | (0.52, 0.98) | <0.001 | 0.58 | 41a |
ΔFFMI | −0.11 | (−0.35, 0.17) | 0.504 | |||
ΔVO2max/FFM | −0.16 | (−0.41, 0.12) | 0.335 |
. | Predictor . | β . | 95% CI . | P . | R2 . | N . |
---|---|---|---|---|---|---|
∆Fasting glucose | ΔFMI | 0.20 | (0.01, 0.38) | 0.042 | 0.09 | 253 |
ΔFFMI | 0.05 | (−0.35, 0.45) | 0.816 | |||
ΔVO2max/FFM | −0.02 | (−0.18, 0.14) | 0.820 | |||
∆HOMA-IR | ΔFMI | 0.59 | (0.22, 0.96) | 0.002 | 0.28 | 229 |
ΔFFMI | −0.13 | (−0.42, 0.17) | 0.405 | |||
ΔVO2max/FFM | −0.16 | (−0.33, 0.02) | 0.084 | |||
∆BIGTT-SI | ΔFMI | −0.68 | (−0.87, −0.49) | <0.001 | 0.47 | 224 |
ΔFFMI | 0.05 | (−0.13, 0.24) | 0.578 | |||
ΔVO2max/FFM | 0.17 | (−0.01, 0.36) | 0.068 | |||
∆BIGTT-AIR | ΔFMI | 0.48 | (0.18, 0.77) | 0.001 | 0.25 | 224 |
ΔFFMI | 0.01 | (−0.15, 0.17) | 0.947 | |||
ΔVO2max/FFM | −0.08 | (−0.21, 0.04) | 0.196 | |||
∆Metabolic syndrome score | ΔFMI | 0.55 | (0.40, 0.70) | <0.001 | 0.39 | 215 |
ΔFFMI | 0.08 | (−0.08, 0.24) | 0.333 | |||
ΔVO2max/FFM | −0.09 | (−0.19, 0.01) | 0.083 | |||
∆Waist-to-height ratio | ΔFMI | 0.79 | (0.68, 0.89) | <0.001 | 0.85 | 255 |
ΔFFMI | 0.19 | (0.12, 0.26) | <0.001 | |||
ΔVO2max/FFM | −0.03 | (−0.12, 0.06) | 0.458 | |||
∆Systolic blood pressure | ΔFMI | 0.36 | (0.15, 0.57) | 0.001 | 0.13 | 231 |
ΔFFMI | −0.04 | (−0.23, 0.16) | 0.718 | |||
ΔVO2max/FFM | 0.04 | (−0.10, 0.17) | 0.608 | |||
∆Diastolic blood pressure | ΔFMI | 0.40 | (0.20, 0.59) | <0.001 | 0.13 | 231 |
ΔFFMI | −0.07 | (−0.34, 0.20) | 0.604 | |||
ΔVO2max/FFM | 0.04 | (−0.10, 0.19) | 0.554 | |||
∆LDL | ΔFMI | 0.47 | (0.28, 0.67) | <0.001 | 0.16 | 243 |
ΔFFMI | −0.18 | (−0.40, 0.04) | 0.103 | |||
ΔVO2max/FFM | −0.10 | (−0.23, 0.03) | 0.119 | |||
∆HDL | ΔFMI | −0.23 | (−0.60, 0.13) | 0.205 | 0.14 | 249 |
ΔFFMI | −0.12 | (−0.30, 0.06) | 0.197 | |||
ΔVO2max/FFM | 0.13 | (0.03, 0.24) | 0.016 | |||
∆Triglycerides | ΔFMI | 0.30 | (−0.03, 0.63) | 0.077 | 0.11 | 245 |
ΔFFMI | 0.02 | (−0.14, 0.18) | 0.834 | |||
ΔVO2max/FFM | −0.04 | (−0.23, 0.16) | 0.718 | |||
∆Visceral fat volume | ΔFMI | 0.98 | (0.86, 1.09) | <0.001 | 0.85 | 41a |
ΔFFMI | −0.13 | (−0.27, 0.04) | 0.439 | |||
ΔVO2max/FFM | −0.05 | (−0.21, 0.13) | 0.764 | |||
∆Liver fat % | ΔFMI | 0.77 | (0.52, 0.98) | <0.001 | 0.58 | 41a |
ΔFFMI | −0.11 | (−0.35, 0.17) | 0.504 | |||
ΔVO2max/FFM | −0.16 | (−0.41, 0.12) | 0.335 |
Abbreviation: CI, confidence interval.
Subjects only from TwinFat. β denotes standardized regression coefficients, which correspond to how many standard deviations the outcome variable will change for an increase in the predictor of 1 standard deviation.
Linear Multiple Regressions of MZ Intrapair Differences (Δ) in Metabolic Health Variables by Intrapair Differences in FMI, FFMI, and VO2max/FFM
. | Predictor . | β . | 95% CI . | P . | R2 . | N . |
---|---|---|---|---|---|---|
∆Fasting glucose | ΔFMI | 0.20 | (0.01, 0.38) | 0.042 | 0.09 | 253 |
ΔFFMI | 0.05 | (−0.35, 0.45) | 0.816 | |||
ΔVO2max/FFM | −0.02 | (−0.18, 0.14) | 0.820 | |||
∆HOMA-IR | ΔFMI | 0.59 | (0.22, 0.96) | 0.002 | 0.28 | 229 |
ΔFFMI | −0.13 | (−0.42, 0.17) | 0.405 | |||
ΔVO2max/FFM | −0.16 | (−0.33, 0.02) | 0.084 | |||
∆BIGTT-SI | ΔFMI | −0.68 | (−0.87, −0.49) | <0.001 | 0.47 | 224 |
ΔFFMI | 0.05 | (−0.13, 0.24) | 0.578 | |||
ΔVO2max/FFM | 0.17 | (−0.01, 0.36) | 0.068 | |||
∆BIGTT-AIR | ΔFMI | 0.48 | (0.18, 0.77) | 0.001 | 0.25 | 224 |
ΔFFMI | 0.01 | (−0.15, 0.17) | 0.947 | |||
ΔVO2max/FFM | −0.08 | (−0.21, 0.04) | 0.196 | |||
∆Metabolic syndrome score | ΔFMI | 0.55 | (0.40, 0.70) | <0.001 | 0.39 | 215 |
ΔFFMI | 0.08 | (−0.08, 0.24) | 0.333 | |||
ΔVO2max/FFM | −0.09 | (−0.19, 0.01) | 0.083 | |||
∆Waist-to-height ratio | ΔFMI | 0.79 | (0.68, 0.89) | <0.001 | 0.85 | 255 |
ΔFFMI | 0.19 | (0.12, 0.26) | <0.001 | |||
ΔVO2max/FFM | −0.03 | (−0.12, 0.06) | 0.458 | |||
∆Systolic blood pressure | ΔFMI | 0.36 | (0.15, 0.57) | 0.001 | 0.13 | 231 |
ΔFFMI | −0.04 | (−0.23, 0.16) | 0.718 | |||
ΔVO2max/FFM | 0.04 | (−0.10, 0.17) | 0.608 | |||
∆Diastolic blood pressure | ΔFMI | 0.40 | (0.20, 0.59) | <0.001 | 0.13 | 231 |
ΔFFMI | −0.07 | (−0.34, 0.20) | 0.604 | |||
ΔVO2max/FFM | 0.04 | (−0.10, 0.19) | 0.554 | |||
∆LDL | ΔFMI | 0.47 | (0.28, 0.67) | <0.001 | 0.16 | 243 |
ΔFFMI | −0.18 | (−0.40, 0.04) | 0.103 | |||
ΔVO2max/FFM | −0.10 | (−0.23, 0.03) | 0.119 | |||
∆HDL | ΔFMI | −0.23 | (−0.60, 0.13) | 0.205 | 0.14 | 249 |
ΔFFMI | −0.12 | (−0.30, 0.06) | 0.197 | |||
ΔVO2max/FFM | 0.13 | (0.03, 0.24) | 0.016 | |||
∆Triglycerides | ΔFMI | 0.30 | (−0.03, 0.63) | 0.077 | 0.11 | 245 |
ΔFFMI | 0.02 | (−0.14, 0.18) | 0.834 | |||
ΔVO2max/FFM | −0.04 | (−0.23, 0.16) | 0.718 | |||
∆Visceral fat volume | ΔFMI | 0.98 | (0.86, 1.09) | <0.001 | 0.85 | 41a |
ΔFFMI | −0.13 | (−0.27, 0.04) | 0.439 | |||
ΔVO2max/FFM | −0.05 | (−0.21, 0.13) | 0.764 | |||
∆Liver fat % | ΔFMI | 0.77 | (0.52, 0.98) | <0.001 | 0.58 | 41a |
ΔFFMI | −0.11 | (−0.35, 0.17) | 0.504 | |||
ΔVO2max/FFM | −0.16 | (−0.41, 0.12) | 0.335 |
. | Predictor . | β . | 95% CI . | P . | R2 . | N . |
---|---|---|---|---|---|---|
∆Fasting glucose | ΔFMI | 0.20 | (0.01, 0.38) | 0.042 | 0.09 | 253 |
ΔFFMI | 0.05 | (−0.35, 0.45) | 0.816 | |||
ΔVO2max/FFM | −0.02 | (−0.18, 0.14) | 0.820 | |||
∆HOMA-IR | ΔFMI | 0.59 | (0.22, 0.96) | 0.002 | 0.28 | 229 |
ΔFFMI | −0.13 | (−0.42, 0.17) | 0.405 | |||
ΔVO2max/FFM | −0.16 | (−0.33, 0.02) | 0.084 | |||
∆BIGTT-SI | ΔFMI | −0.68 | (−0.87, −0.49) | <0.001 | 0.47 | 224 |
ΔFFMI | 0.05 | (−0.13, 0.24) | 0.578 | |||
ΔVO2max/FFM | 0.17 | (−0.01, 0.36) | 0.068 | |||
∆BIGTT-AIR | ΔFMI | 0.48 | (0.18, 0.77) | 0.001 | 0.25 | 224 |
ΔFFMI | 0.01 | (−0.15, 0.17) | 0.947 | |||
ΔVO2max/FFM | −0.08 | (−0.21, 0.04) | 0.196 | |||
∆Metabolic syndrome score | ΔFMI | 0.55 | (0.40, 0.70) | <0.001 | 0.39 | 215 |
ΔFFMI | 0.08 | (−0.08, 0.24) | 0.333 | |||
ΔVO2max/FFM | −0.09 | (−0.19, 0.01) | 0.083 | |||
∆Waist-to-height ratio | ΔFMI | 0.79 | (0.68, 0.89) | <0.001 | 0.85 | 255 |
ΔFFMI | 0.19 | (0.12, 0.26) | <0.001 | |||
ΔVO2max/FFM | −0.03 | (−0.12, 0.06) | 0.458 | |||
∆Systolic blood pressure | ΔFMI | 0.36 | (0.15, 0.57) | 0.001 | 0.13 | 231 |
ΔFFMI | −0.04 | (−0.23, 0.16) | 0.718 | |||
ΔVO2max/FFM | 0.04 | (−0.10, 0.17) | 0.608 | |||
∆Diastolic blood pressure | ΔFMI | 0.40 | (0.20, 0.59) | <0.001 | 0.13 | 231 |
ΔFFMI | −0.07 | (−0.34, 0.20) | 0.604 | |||
ΔVO2max/FFM | 0.04 | (−0.10, 0.19) | 0.554 | |||
∆LDL | ΔFMI | 0.47 | (0.28, 0.67) | <0.001 | 0.16 | 243 |
ΔFFMI | −0.18 | (−0.40, 0.04) | 0.103 | |||
ΔVO2max/FFM | −0.10 | (−0.23, 0.03) | 0.119 | |||
∆HDL | ΔFMI | −0.23 | (−0.60, 0.13) | 0.205 | 0.14 | 249 |
ΔFFMI | −0.12 | (−0.30, 0.06) | 0.197 | |||
ΔVO2max/FFM | 0.13 | (0.03, 0.24) | 0.016 | |||
∆Triglycerides | ΔFMI | 0.30 | (−0.03, 0.63) | 0.077 | 0.11 | 245 |
ΔFFMI | 0.02 | (−0.14, 0.18) | 0.834 | |||
ΔVO2max/FFM | −0.04 | (−0.23, 0.16) | 0.718 | |||
∆Visceral fat volume | ΔFMI | 0.98 | (0.86, 1.09) | <0.001 | 0.85 | 41a |
ΔFFMI | −0.13 | (−0.27, 0.04) | 0.439 | |||
ΔVO2max/FFM | −0.05 | (−0.21, 0.13) | 0.764 | |||
∆Liver fat % | ΔFMI | 0.77 | (0.52, 0.98) | <0.001 | 0.58 | 41a |
ΔFFMI | −0.11 | (−0.35, 0.17) | 0.504 | |||
ΔVO2max/FFM | −0.16 | (−0.41, 0.12) | 0.335 |
Abbreviation: CI, confidence interval.
Subjects only from TwinFat. β denotes standardized regression coefficients, which correspond to how many standard deviations the outcome variable will change for an increase in the predictor of 1 standard deviation.
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