Subgroups | Western | Prudent | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
No. of studies | RR (95% CI) | P | Heterogeneity χ2 | I2 (%) | P Heterogeneity | P interaction | No. of studies | RR (95% CI) | P | Heterogeneity χ2 | I2 (%) | P Heterogeneity | P interaction | |
Overall | 34 | 1.14(1.02, 1.28) | 0.017 | 225.1 | 85.3 | < 0.001 |  | 35 | 0.82(0.75, 0.89) | < 0.001 | 155.1 | 78.1 | < 0.001 |  |
Study design | ||||||||||||||
 Case-control | 17 | 1.35(1.08, 1.71) | 0.009 | 180.3 | 91.1 | < 0.001 | 0.021 | 18 | 0.70(0.59, 0.85) | < 0.001 | 135.3 | 87.4 | < 0.001 | 0.091 |
 Cohort | 17 | 1.02(0.95, 1.09) | 0.490 | 23.2 | 30.9 | 0.109 |  | 17 | 0.89(0.85, 0.93) | < 0.001 | 14.3 | 0.0 | 0.577 |  |
No of cases | ||||||||||||||
 < 1000 | 16 | 1.34(1.03, 1.76) | 0.031 | 128.8 | 88.4 | < 0.001 | 0.050 | 17 | 0.66(0.54,0.82) | < 0.001 | 88.8 | 82.0 | < 0.001 | 0.023 |
 > 1000 | 18 | 1.03(0.96, 1.10) | 0.43 | 40.1 | 57.6 | 0.001 |  | 18 | 0.90(0.84, 0.97) | 0.006 | 44.0 | 61.4 | < 0.001 |  |
Geographical location | ||||||||||||||
 Europe | 11 | 0.97(0.86, 1.11) | 0.723 | 30.2 | 66.9 | 0.001 | < 0.001 | 12 | 0.88(0.80, 0.97) | 0.014 | 25.1 | 56.2 | 0.009 | < 0.001 |
 North America | 11 | 1.04(0.98, 1.11) | 0.194 | 8.73 | 0 | 0.558 |  | 11 | 0.91(0.82, 1.02) | 0.123 | 29.8 | 66.5 | 0.001 |  |
 South America | 4 | 2.33(1.70, 3.19) | < 0.001 | 9.74 | 69.2 | 0.021 |  | 4 | 0.58(0.47, 0.72) | < 0.001 | 3.56 | 15.7 | 0.313 |  |
 Asia | 8 | 1.21(0.93, 1.56) | 0.143 | 32.6 | 78.6 | < 0.001 |  | 8 | 0.58(0.42, 0.80) | 0.001 | 68.6 | 89.9 | < 0.001 |  |
No of adjusted covariates | ||||||||||||||
 ≤ 10 | 16 | 1.27(1.01, 1.63) | 0.048 | 173.5 | 91.4 | < 0.001 | 0.226 | 16 | 0.74(0.64, 0.86) | < 0.001 | 63.5 | 76.4 | < 0.001 | 0.279 |
 > 10 | 18 | 1.06(0.98, 1.15) | 0.127 | 40.6 | 58.1 | < 0.001 |  | 19 | 0.87(0.78, 0.96) | 0.009 | 83.7 | 78.5 | < 0.001 |  |
Study quality score | ||||||||||||||
 ≤ 7 | 18 | 1.25(1.04, 1.48) | 0.017 | 160.4 | 89.4 | < 0.001 | 0.190 | 19 | 0.77(0.67, 0.89) | 0.001 | 122.2 | 85.3 | < 0.001 | 0.541 |
 > 7 | 16 | 1.02(0.92, 1.14) | 0.644 | 42.9 | 65.1 | < 0.001 |  | 16 | 0.85(0.78, 0.93) | 0.001 | 32.7 | 54.2 | 0.005 |  |
Adjustment for confounders | ||||||||||||||
 Age | ||||||||||||||
  Yes | 24 | 1.07(0.98, 1.18) | 0.152 | 84.4 | 72.8 | < 0.001 | 0.233 | 25 | 0.85(0.77, 0.93) | 0.001 | 105.9 | 77.3 | < 0.001 | 0.502 |
  No | 10 | 1.29(0.96, 1.74) | 0.094 | 105.8 | 91.5 | < 0.001 |  | 10 | 0.74(0.62, 0.91) | 0.004 | 39.4 | 77.2 | < 0.001 |  |
 BMI | ||||||||||||||
  Yes | 31 | 1.12(1.01, 1.26) | 0.043 | 211.6 | 85.8 | < 0.001 | 0.426 | 32 | 0.81(0.75, 0.89) | < 0.001 | 138.4 | 77.6 | < 0.001 | 0.754 |
  No | 3 | 1.37(0.88, 2.13) | 0.158 | 8.66 | 76.9 | 0.013 |  | 3 | 0.85(0.52, 1.40) | 0.526 | 15.2 | 86.9 | < 0.001 |  |
 Energy | ||||||||||||||
  Yes | 31 | 1.16(1.02, 1.31) | 0.023 | 222.4 | 86.5 | < 0.001 | 0.754 | 31 | 0.84(0.77, 0.92) | < 0.001 | 133.7 | 77.6 | < 0.001 | 0.340 |
  No | 3 | 1.05(0.94, 1.16) | 0.416 | 1.51 | 0.0 | 0.470 |  | 4 | 0.69(0.62, 0.77) | < 0.001 | 2.24 | 0.0 | 0.524 |  |
 Smoking | ||||||||||||||
  Yes | 22 | 1.12(1.01, 1.25) | 0.040 | 70.5 | 70.2 | < 0.001 | 0.844 | 22 | 0.82(0.72, 0.93) | 0.003 | 128.4 | 83.7 | < 0.001 | 0.853 |
  No | 12 | 1.16(0.93, 1.48) | 0.193 | 153.5 | 92.8 | < 0.001 |  | 13 | 0.82(0.75, 0.89) | < 0.001 | 25.5 | 52.9 | 0.013 |  |
 Alcohol | ||||||||||||||
  Yes | 14 | 0.99(0.91, 1.08) | 0.854 | 23.5 | 44.6 | 0.036 | 0.075 | 14 | 0.84(0.74, 0.95) | 0.007 | 52.9 | 75.4 | < 0.001 | 0.827 |
  No | 20 | 1.271.07, 1.50) | 0.005 | 179.4 | 89.4 | < 0.001 |  | 21 | 0.80(0.72, 0.90) | < 0.001 | 101.9 | 80.4 | < 0.001 |  |
 Family history of breast cancer | ||||||||||||||
  Yes | 28 | 1.06(0.98, 1.16) | 0.140 | 88.5 | 69.5 | < 0.001 | 0.069 | 29 | 0.82(0.75, 0.90) | < 0.001 | 136.5 | 79.5 | < 0.001 | 0.942 |
  No | 6 | 1.44(0.94, 2.20) | 0.090 | 68.6 | 92.7 | < 0.001 |  | 6 | 0.79(0.64, 0.98) | 0.032 | 16.5 | 69.7 | 0.006 |  |
 Physical activity | ||||||||||||||
  Yes | 24 | 1.19(1.04, 1.36) | 0.012 | 167.5 | 86.3 | < 0.001 | 0.409 | 24 | 0.82(0.74, 0.91) | < 0.001 | 118.4 | 80.6 | < 0.001 | 0.985 |
  No | 10 | 1.05(0.87, 1.26) | 0.628 | 45.4 | 80.2 | < 0.001 |  | 11 | 0.81(0.71, 0.94) | 0.004 | 36.5 | 72.6 | < 0.001 |  |
 Hormone use | ||||||||||||||
  Yes | 13 | 1.04(0.94, 1.14) | 0.457 | 27.9 | 57.0 | 0.006 | 0.121 | 14 | 0.85(0.75, 0.97) | 0.016 | 67.8 | 80.8 | < 0.001 | 0.649 |
  No | 21 | 1.26(1.05, 1.51) | 0.011 | 191.3 | 89.5 | < 0.001 |  | 21 | 0.79(0.71, 0.89) | < 0.001 | 83.1 | 75.9 | < 0.001 |  |