Table 4. Associations of genetically determined milk intake with hay fever and asthma (N=361302).
| unadjusted | Adjusted for age, sex, and PCs | +smoking, alcohol, and BMI | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OR | LCI | UCI | P | OR | SE**** | LCI | UCI | P | OR | LCI | UCI | p | |
| Hay fever | |||||||||||||
| Lactase genotype | |||||||||||||
| GG (non-persistence) | 1 (ref) | 1 (ref) | 1 (ref) | ||||||||||
| GA (persistence) | 0.989 | 0.956 | 1.022 | 0.514 | 1.001 | 0.968 | 1.036 | 0.939 | 1.000 | 0.967 | 1.035 | 0.967 | |
| AA (persistence) | 0.956 | 0.925 | 0.988 | 0.007 | 0.983 | 0.951 | 1.016 | 0.304 | 0.983 | 0.951 | 1.016 | 0.305 | |
| AA vs. GA/GG | 0.965 | 0.951 | 0.981 | <0.001 | 0.982 | 0.966 | 0.997 | 0.022 | 0.982 | 0.967 | 0.998 | 0.026 | |
| Per milk-increasing allele | 0.972 | 0.960 | 0.985 | <0.001 | 0.986 | 0.006 | 0.974 | 0.999 | 0.036 | 0.987 | 0.974 | 0.999 | 0.041 |
| Genotype × milk* | 0.047 | 0.044 | 0.048 | ||||||||||
| Drinking vs. not drinking milk (genetically determined) | 0.791 | 0.636 | 0.982 | 0.033 | |||||||||
| Per glass of genetically determined higher milk intake***** | 0.810 | 0.667 | 0.983 | 0.033 | |||||||||
| Hay fever, no-milk drinkers** | |||||||||||||
| Lactase genotype | |||||||||||||
| GG (non-persistence) | 1 (ref) | 1 (ref) | 1 (ref) | ||||||||||
| GA (persistence) | 1.030 | 0.929 | 1.145 | 0.568 | 1.033 | 0.930 | 1.149 | 0.535 | 1.039 | 0.934 | 1.155 | 0.479 | |
| AA (persistence) | 1.033 | 0.933 | 1.143 | 0.529 | 1.062 | 0.958 | 1.177 | 0.253 | 1.069 | 0.963 | 1.185 | 0.210 | |
| AA vs. GA/GG | 1.007 | 0.957 | 1.060 | 0.785 | 1.032 | 0.980 | 1.088 | 0.229 | 1.035 | 0.982 | 1.090 | 0.203 | |
| Per milk-increasing allele | 1.010 | 0.970 | 1.051 | 0.635 | 1.029 | 0.022 | 0.987 | 1.072 | 0.177 | 1.031 | 0.989 | 1.075 | 0.148 |
| Hay fever, milk drinkers*** | |||||||||||||
| Lactase genotype | |||||||||||||
| GG (non-persistence) | 1 (ref) | 1 (ref) | 1 (ref) | ||||||||||
| GA (persistence) | 0.989 | 0.955 | 1.025 | 0.549 | 1.002 | 0.967 | 1.038 | 0.911 | 1.001 | 0.966 | 1.037 | 0.965 | |
| AA (persistence) | 0.954 | 0.921 | 0.987 | 0.007 | 0.980 | 0.946 | 1.014 | 0.246 | 0.979 | 0.945 | 1.014 | 0.232 | |
| AA vs. GA/GG | 0.963 | 0.947 | 0.979 | <0.001 | 0.978 | 0.962 | 0.994 | 0.008 | 0.978 | 0.962 | 0.995 | 0.009 | |
| Per milk-increasing allele | 0.970 | 0.957 | 0.983 | <0.001 | 0.984 | 0.007 | 0.970 | 0.997 | 0.016 | 0.984 | 0.970 | 0.997 | 0.017 |
| Per glass of genetically determined higher milk intake***** | 0.775 | 0.632 | 0.949 | 0.014 | |||||||||
| Asthma | |||||||||||||
| Lactase genotype | |||||||||||||
| GG (non-persistence) | 1 (ref) | 1 (ref) | 1 (ref) | ||||||||||
| GA (persistence) | 0.976 | 0.933 | 1.021 | 0.286 | 0.976 | 0.934 | 1.021 | 0.295 | 0.971 | 0.928 | 1.05 | 0.198 | |
| AA (persistence) | 0.944 | 0.904 | 0.986 | 0.009 | 0.944 | 0.904 | 0.987 | 0.010 | 0.937 | 0.896 | 0.979 | 0.004 | |
| AA vs. GA/GG | 0.964 | 0.944 | 0.984 | <0.001 | 0.964 | 0.944 | 0.984 | <0.001 | 0.960 | 0.941 | 0.981 | <0.001 | |
| Per milk-increasing allele | 0.969 | 0.953 | 0.986 | <0.001 | 0.969 | 0.008 | 0.953 | 0.986 | <0.001 | 0.966 | 0.950 | 0.982 | <0.001 |
| Genotype × milk* | 0.615 | 0.594 | 0.495 | ||||||||||
| Drinking vs. not drinking milk (genetically determined) | 0.587 | 0.442 | 0.779 | 0.001 | |||||||||
| Per glass of genetically determined higher milk intake***** | 0.620 | 0.481 | 0.799 | 0.001 | |||||||||
Note: ‘Genetically determined’ refers to (1) an additive model with a per allele (A) milk-increasing effect, and (2) major homozygotes (AA) vs. heterozygotes (GA) and minor homozygotes combined (GG). AA: N=205376, GA: N=133909, GG: N=22017.
Abbreviations: BMI, body mass index; FEV1, forced expiratory volume in 1 second; FVC, forced vital capacity; OR, odds ratio; LCI, lower confidence interval; UCI, upper confidence interval; PC, principal component; SE, standard error.
rs4988235 genotype × drinking milk (no/yes) interaction test.
N=28854.
N=335107.
Used in IV-analyses.
SNP-milk intake estimates, N=2298. SNP-outcome estimates: Nhay fever =361302. Nhay fever, milk drinkers=335107. Nasthma=361302.