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. Author manuscript; available in PMC: 2018 Apr 1.
Published in final edited form as: J Pediatr. 2017 Feb 1;183:94–99.e1. doi: 10.1016/j.jpeds.2017.01.014

Table 2.

Predictors of infant body composition at ~5 months of age.

Model 1 Model 2 Model 3
β (SE) p β (SE) p β (SE) p
Fat-free mass (g)
Race (reference = NHW)
 Hispanic 79 (45) 0.08 53 (38) 0.16 18 (36) 0.62
 Black 93 (56) 0.10 201 (49) <0.001 165 (46) <0.001
 Other 19 (77) 0.80 44 (66) 0.51 2 (63) 0.97
Pre-pregnant BMI (kg/m2) 6 (3) 0.05 −1 (3) 0.72 0 (2) 0.99
Gestational weight gain (kg) 6 (3) 0.03 0 (3) 0.94 1 (2) 0.56
Sex (ref = male) −482 (35) <0.001 −345 (31) <0.001 −355 (30) <0.001
GA at birth (ref = 37 weeks) 112 (16) <0.001 8 (16) 0.61 16 (15) 0.29
Percent time exclusively breastfed (%) −311 (53) <0.001 −417 (46) <0.001 −375 (44) <0.001
Fat-free mass at birth (%) 1 (0) <0.001 1 (0) <0.001
Rapid growth in WAZ (ref = no) 411 (47) <0.001
R2 0.50 0.64 0.68
Fat mass (g)
Race (reference = NHW)
 Hispanic 267 (47) <0.001 272 (46) <0.001 221 (42) <0.001
 Black −141 (59) 0.02 −110 (59) 0.06 −169 (53) 0.002
 Other 88 (81) 0.28 101 (80) 0.21 36 (72) 0.62
Pre-pregnant BMI (kg/m2) 3 (3) 0.30 0 (3) 0.98 1 (3) 0.67
Gestational weight gain (kg) 5 (3) 0.08 4 (3) 0.26 6 (3) 0.03
Sex (ref = male) 50 (37) 0.18 25 (37) 0.50 −15 (33) 0.65
GA at birth (ref = 37 weeks) 34 (17) 0.05 21 (17) 0.23 40 (16) 0.01
Percent time exclusively breastfed (%) 224 (56) <0.001 204 (55) 0.0003 276 (50) <0.001
Fat mass at birth (%) 1 (0) <0.001 1 (0) <0.001
Rapid growth in WAZ (ref = no) 651 (54) <0.001
R2 0.13 0.16 0.31
Adiposity (%)
Race (reference = NHW)
 Hispanic 2.72 (0.50) <0.001 2.80 (0.49) <0.001 2.36 (0.46) <0.001
 Black −1.93 (0.63) 0.002 −1.70 (0.62) 0.01 −2.23 (0.59) 0.0002
 Other 1.08 (0.86) 0.21 1.22 (0.85) 0.15 0.67 (0.80) 0.40
Pre-pregnant BMI (kg/m2) 0.00 (0.03) 0.94 −0.03 (0.03) 0.43 −0.01 (0.03) 0.63
Gestational weight gain (kg) 0.04 (0.03) 0.25 0.02 (0.03) 0.49 0.05 (0.03) 0.13
Sex (ref = male) 2.30 (0.39) <0.001 1.92 (0.39) <0.001 1.56 (0.37) <0.001
GA at birth (ref = 37 weeks) −0.01 (0.18) 0.93 −0.08 (0.18) 0.64 0.10 (0.17) 0.55
Percent time exclusively breastfed (%) 3.51 (0.59) <0.001 3.36 (0.59) <0.001 4.00 (0.55) <0.001
Adiposity at birth (%) 0.22 (0.05) <0.001 0.29 (0.05) <0.001
Rapid growth in WAZ (ref = no) 5.57 (0.59) <0.001
R2 0.17 0.19 0.28

NHW, non-Hispanic White; BMI, body mass index; GA, gestational age; WAZ, weight-for-age z-score

*

Estimates obtained from multivariable linear regression models conducted separately for each outcome. Other predictors considered and removed due to statistical non-significance include: maternal age, education, household income, gravidity, gestational diabetes, prenatal smoking, prenatal alcohol consumption, weeks of daily prenatal vitamin use, mode of delivery, introduction to solids, and second- and third-order interactions between pre-pregnant BMI, gestational weight gain, and breastfeeding.