Background
Materials and methods
Study design and participants
Assessment of dietary carotenoid intake
Data collection
Statistical analysis
Results
Basic characteristics and dietary intakes of total carotenoids and related compounds of case and control group
Case Group | Control Group | P* | |||||
---|---|---|---|---|---|---|---|
n | Mean/Median | SD/IQR | n | Mean/Median | SD/IQR | ||
Age (years) a | 440 | 30.88 | 5.03 | 440 | 31.03 | 4.85 | 0.11 |
Pregnant age (weeks) a | 440 | 34.17 | 2.90 | 440 | 34.24 | 2.67 | 0.07 |
SBP (mmHg) a | 440 | 153.78 | 16.71 | 440 | 113.17 | 10.42 | < 0.001 |
DBP (mmHg) a | 440 | 100.21 | 12.33 | 440 | 72.84 | 8.98 | < 0.001 |
Pre-pregnancy BMI (kg/m2) a | 440 | 23.67 | 3.89 | 440 | 22.35 | 3.35 | < 0.001 |
Physical activity (MET- h/d) b | 440 | 26.17 | 4.47 | 440 | 25.35 | 5.15 | 0.03 |
Total energy intake (kcal/d) b | 440 | 1747.21 | 622.83 | 440 | 1866.97 | 595.38 | 0.006 |
District c | 0.864 | ||||||
Zhengzhou | 85 | 19.3 | 88 | 20.0 | |||
Others | 355 | 80.7 | 352 | 80.0 | |||
Educational level (%) c | 0.01 | ||||||
Junior high school and below | 207 | 47.0 | 165 | 37.5 | |||
Senior high school | 75 | 17.0 | 83 | 18.9 | |||
Undergraduate and above | 158 | 36.0 | 192 | 43.6 | |||
Income level (yuan/month) (%) c | 0.15 | ||||||
< 3000 | 185 | 42.0 | 166 | 37.7 | |||
3000 – 6000 | 194 | 44.1 | 193 | 43.9 | |||
> 6000 | 61 | 13.9 | 81 | 18.4 | |||
Family hypertension history (%) c | < 0.001 | ||||||
Yes | 159 | 36.1 | 82 | 18.6 | |||
No | 281 | 63.9 | 358 | 81.4 | |||
Weight-gain during pregnancy (kg) (%) c | < 0.001 | ||||||
< 15 | 179 | 40.7 | 292 | 66.4 | |||
15–20 | 142 | 32.3 | 122 | 27.7 | |||
> 20 | 119 | 27.0 | 26 | 5.9 | |||
Passive smoking (%) c | 0.49 | ||||||
Yes | 67 | 15.2 | 59 | 13.4 | |||
No | 373 | 84.8 | 381 | 86.6 | |||
Gravidity (%) c | 0.005 | ||||||
1 | 116 | 26.4 | 79 | 18.0 | |||
2 | 112 | 25.5 | 105 | 23.9 | |||
≥ 3 | 212 | 48.1 | 256 | 58.1 | |||
Parity (%) c | 0.001 | ||||||
0 | 185 | 42.0 | 136 | 30.9 | |||
1–2 | 249 | 56.6 | 286 | 65.0 | |||
≥ 3 | 6 | 1.4 | 18 | 4.1 | |||
Total carotenoids intake (μg/d) b | 440 | 14,532.38 | 8108.91 | 440 | 17,088.73 | 9849.94 | < 0.001 |
α-carotene intake (μg/d) b | 440 | 815.59 | 750.47 | 440 | 920.02 | 908.30 | 0.006 |
β-carotene intake (μg/d) b | 440 | 6138.40 | 3474.44 | 440 | 7188.93 | 4422.15 | < 0.001 |
β-cryptoxanthin intake (μg/d) b | 440 | 86.75 | 71.94 | 440 | 101.07 | 102.00 | < 0.001 |
Lycopene intake (μg/d) b | 440 | 2178.33 | 2377.52 | 440 | 2931.10 | 3566.79 | < 0.001 |
Lut-zea intake (μg/d) b | 440 | 4418.76 | 3372.54 | 440 | 5069.52 | 3386.23 | < 0.001 |
General characteristics and dietary intakes of the participants by quartiles of total carotenoids
Total carotenoids (mg/d) | P* | ||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Q1 (< 11.88 mg/d) | Q2 (11.88–15.98 mg/d) | Q3 (15.99–20.78 mg/d) | Q4 (> 20.78 mg/d) | ||||||||||
n | Mean/Median | SD/IQR | n | Mean/Median | SD/IQR | n | Mean/Median | SD/IQR | n | Mean/Median | SD/IQR | ||
Age (years) a | 220 | 30.2 | 5.01 | 220 | 30.6 | 4.93 | 220 | 30.99 | 4.95 | 220 | 32.04 | 4.69 | 0.001 |
Pregnant age (weeks) a | 220 | 34.20 | 2.84 | 220 | 34.33 | 2.77 | 220 | 33.96 | 2.74 | 220 | 34.33 | 2.80 | 0.47 |
SBP (mmHg) a | 220 | 136.47 | 24.55 | 220 | 135.09 | 24.43 | 220 | 133.18 | 25.44 | 220 | 129.26 | 23.88 | 0.02 |
DBP (mmHg) a | 220 | 87.76 | 16.69 | 220 | 87.45 | 17.32 | 220 | 87.15 | 18.32 | 220 | 83.73 | 17.29 | 0.06 |
Pre-pregnancy BMI (kg/m2)a | 220 | 23.27 | 3.72 | 220 | 22.47 | 3.53 | 220 | 23.11 | 3.84 | 220 | 23.18 | 3.63 | 0.09 |
Physical activity (MET- h/d)a | 220 | 26.49 | 4.21 | 220 | 26.95 | 4.30 | 220 | 27.00 | 4.25 | 220 | 26.65 | 4.14 | 0.52 |
District (%)b | 0.366 | ||||||||||||
Zhengzhou | 50 | 18.9 | 43 | 18.8 | 40 | 19.0 | 40 | 22.9 | |||||
Others | 215 | 81.1 | 186 | 81.2 | 171 | 81.0 | 135 | 77.1 | |||||
Educational level (%)b | 0.15 | 0.15 | |||||||||||
Junior high school and below | 106 | 48.2 | 92 | 41.8 | 86 | 39.1 | 87 | 39.5 | |||||
Senior high school | 45 | 20.5 | 38 | 17.3 | 36 | 16.4 | 40 | 18.2 | |||||
Undergraduate and above | 69 | 31.3 | 90 | 40.9 | 98 | 44.5 | 93 | 42.3 | |||||
Income level (yuan/month) (%) b | 0.34 | ||||||||||||
< 3000 | 96 | 43.6 | 83 | 37.7 | 76 | 34.5 | 81 | 36.8 | |||||
3000 – 6000 | 90 | 40.9 | 90 | 40.9 | 92 | 41.8 | 90 | 40.9 | |||||
> 6000 | 34 | 15.5 | 47 | 21.4 | 52 | 23.6 | 49 | 22.3 | |||||
Family hypertension history (%) b | 0.57 | ||||||||||||
Yes | 60 | 27.3 | 61 | 27.7 | 69 | 31.4 | 56 | 25.5 | |||||
No | 160 | 72.7 | 159 | 72.3 | 151 | 68.6 | 164 | 74.5 | |||||
Weight-gain during pregnancy (kg) (%) b | 0.09 | ||||||||||||
< 15 | 112 | 50.9 | 109 | 49.5 | 120 | 54.5 | 130 | 59.1 | |||||
15–20 | 62 | 28.2 | 75 | 34.1 | 61 | 27.7 | 66 | 30.0 | |||||
> 20 | 46 | 20.9 | 36 | 16.4 | 39 | 17.7 | 24 | 10.9 | |||||
Passive smoking (%) b | 0.43 | ||||||||||||
Yes | 126 | 57.3 | 117 | 53.2 | 110 | 50.0 | 112 | 50.9 | |||||
No | 94 | 42.7 | 103 | 46.8 | 110 | 50 | 108 | 49.1 | |||||
Gravidity (%) b | 0.09 | ||||||||||||
1 | 57 | 25.9 | 56 | 25.5 | 48 | 21.8 | 34 | 15.5 | |||||
2 | 50 | 22.7 | 48 | 21.8 | 62 | 28.2 | 57 | 25.9 | |||||
≥ 3 | 113 | 51.4 | 116 | 52.7 | 110 | 50.0 | 129 | 58.6 | |||||
Parity (%) b | 0.32 | ||||||||||||
0 | 88 | 40.0 | 85 | 38.6 | 83 | 37.7 | 67 | 30.5 | |||||
1–2 | 126 | 57.3 | 128 | 58.2 | 134 | 60.9 | 146 | 66.4 | |||||
≥ 3 | 6 | 2.7 | 7 | 3.2 | 3 | 1.4 | 7 | 3.2 | |||||
Total energy intake (kcal/d) c | 220 | 464.37 | 220 | 430.56 | 220 | 408.45 | 220 | 458.62 | 0.08 | ||||
Energy-adjusted dietary vegetables intake (g/d) c | 220 | 201.04 | 220 | 394.41 | 220 | 503.60 | 220 | 662.95 | < 0.001 | ||||
Energy-adjusted dietary fruits intake (g/d) c | 220 | 390.10 | 220 | 392.92 | 220 | 439.73 | 220 | 539.25 | < 0.001 | ||||
Energy-adjusted dietary carbohydrates intake (g/d) c | 220 | 439.67 | 220 | 427.81 | 220 | 432.39 | 220 | 462.14 | 0.50 | ||||
Energy-adjusted dietary fat intake (g/d) c | 220 | 458.84 | 220 | 464.85 | 220 | 443.82 | 220 | 394.49 | 0.02 | ||||
Energy-adjusted dietary protein intake (g/d) c | 220 | 360.03 | 220 | 402.76 | 220 | 457.04 | 220 | 542.17 | < 0.001 | ||||
Energy-adjusted dietary fiber intake (g/d) c | 220 | 277.45 | 220 | 365.78 | 220 | 458.93 | 220 | 659.84 | < 0.001 | ||||
Energy-adjusted dietary vitamin D intake (μg/d) c | 220 | 395.29 | 220 | 410.73 | 220 | 465.66 | 220 | 490.32 | < 0.001 | ||||
Energy-adjusted dietary vitamin C intake (mg/d) c | 220 | 245.01 | 220 | 360.40 | 220 | 484.50 | 220 | 672.09 | < 0.001 | ||||
Energy-adjusted dietary vitamin E intake (mg/d) a | 220 | 30.16 | 9.58 | 220 | 31.79 | 10.07 | 220 | 32.07 | 9.05 | 220 | 31.05 | 8.44 | 0.14 |
Energy-adjusted dietary flavonoids intake (mg/d) c | 220 | 392.40 | 220 | 417.63 | 220 | 445.64 | 220 | 506.33 | < 0.001 |
Association between intake of dietary carotenoids and their subclasses and the risk of PE
Quartiles of carotenoid intakes (OR, 95% CI) | Ptrend a | Per one-SD increase b | ||||
---|---|---|---|---|---|---|
Q1 | Q2 | Q3 | Q4 | |||
Total carotenoids | ||||||
Crude | 1.0 | 0.76 (0.54, 1.08) | 0.65 (0.45, 0.94)* | 0.41 (0.27, 0.61)** | < 0.001 | 0.67 (0.57, 0.78)** |
Adjusted model | 1.0 | 0.55 (0.31, 0.96)* | 0.52 (0.28, 0.97)* | 0.29 (0.16, 0.54)** | < 0.001 | 0.62 (0.48, 0.79)** |
α-carotene | ||||||
Crude | 1.0 | 1.04 (0.73, 1.48) | 0.96 (0.67, 1.38) | 0.69 (0.45, 0.99)* | 0.03 | 0.88 (0.77, 1.01) |
Adjusted model | 1.0 | 0.88 (0.51, 1.52) | 0.93 (0.52, 1.68) | 0.75 (0.41, 1.36) | 0.28 | 0.95 (0.79, 1.15) |
β-carotene | ||||||
Crude | 1.0 | 0.75 (0.52, 1.08) | 0.68 (0.47, 0.99)* | 0.47 (0.32, 0.70)** | < 0.001 | 0.74 (0.63, 0.85)** |
Adjusted model | 1.0 | 0.58 (0.33, 1.03) | 0.38 (0.21, 0.71)* | 0.31 (0.16, 0.58)** | < 0.001 | 0.72 (0.58, 0.89)* |
β-cryptoxanthin | ||||||
Crude | 1.0 | 0.97 (0.68, 1.39) | 0.87 (0.59, 1.29) | 0.70 (0.47, 1.03) | 0.04 | 0.72 (0.58, 0.88)* |
Adjusted model | 1.0 | 1.19 (0.68, 2.09) | 0.94 (0.51, 1.75) | 0.50 (0.27, 0.90)* | 0.007 | 0.67 (0.47, 0.95)* |
Lycopene | ||||||
Crude | 1.0 | 0.99 (0.68, 1.44) | 0.74 (0.50, 1.08) | 0.52 (0.35, 0.77)* | < 0.001 | 0.64 (0.53, 0.77)** |
Adjusted model | 1.0 | 0.69 (0.39, 1.21) | 0.61 (0.33, 1.12) | 0.55 (0.30, 0.99)* | 0.04 | 0.69 (0.53, 0.90)* |
Lut-zea | ||||||
Crude | 1.0 | 0.86 (0.61, 1.23) | 0.65 (0.43, 0.96)* | 0.59 (0.39, 0.87)* | 0.004 | 0.80 (0.69, 0.93)* |
Adjusted model | 1.0 | 0.58 (0.32, 1.06) | 0.48 (0.26, 0.90)* | 0.32 (0.17, 0.61)** | 0.001 | 0.67 (0.53, 0.85)* |
Multivariable-adjusted RCS analyses
Sensitivity analysis
Quartiles of energy-adjusted carotenoid intakes (OR, 95% CI) | Ptrend a | Per one-SD increase b | ||||
---|---|---|---|---|---|---|
Q1 | Q2 | Q3 | Q4 | |||
Total carotenoids | ||||||
Crude | 1.0 | 0.75 (0.51, 1.09) | 0.61 (0.41, 0.90)* | 0.49 (0.32, 0.75)** | 0.001 | 0.71 (0.60, 0.84)** |
Adjusted model | 1.0 | 0.57 (0.31, 1.03) | 0.47 (0.24, 0.90)* | 0.36 (0.18, 0.69)** | 0.002 | 0.65 (0.51, 0.84)** |
α-carotene | ||||||
Crude | 1.0 | 1.09 (0.74, 1.60) | 0.93 (0.63, 1.37) | 0.71 (0.46, 1.09) | 0.06 | 0.91 (0.79, 1.05) |
Adjusted model | 1.0 | 0.89 (0.49, 1.59) | 0.87 (0.47, 1.62) | 0.67 (0.35, 1.30) | 0.24 | 0.94 (0.77, 1.15) |
β-carotene | ||||||
Crude | 1.0 | 0.72 (0.49, 1.06) | 0.63 (0.42, 0.94)* | 0.55 (0.36, 0.83)* | 0.004 | 0.78 (0.67, 0.91)* |
Adjusted model | 1.0 | 0.61 (0.33, 1.11) | 0.37 (0.19, 0.71)* | 0.36 (0.18, 0.70)* | 0.001 | 0.76 (0.61, 0.95)* |
β-cryptoxanthin | ||||||
Crude | 1.0 | 0.92 (0.63, 1.34) | 0.93 (0.61, 1.41) | 0.75 (0.49, 1.14) | 0.18 | 0.73 (0.59, 0.91)* |
Adjusted model | 1.0 | 0.97 (0.54,1.74) | 0.79 (0.41, 1.54) | 0.49 (0.26, 0.94)* | 0.02 | 0.68 (0.48, 0.98)* |
Lycopene | ||||||
Crude | 1.0 | 1.01 (0.68, 1.51) | 0.81 (0.54, 1.21) | 0.59 (0.39, 0.90)* | 0.006 | 0.69 (0.57, 0.84)** |
Adjusted model | 1.0 | 0.69 (0.38, 1.25) | 0.58 (0.30, 1.10) | 0.61 (0.32, 1.14) | 0.14 | 0.70 (0.53, 0.93)* |
Lut-zea | ||||||
Crude | 1.0 | 0.81 (0.56, 1.18) | 0.62 (0.40, 0.94)* | 0.59 (0.39, 0.91)* | 0.01 | 0.82 (0.69, 0.96)* |
Adjusted model | 1.0 | 0.59 (0.31, 1.10) | 0.49 (0.25, 0.95)* | 0.35 (0.18, 0.69)* | 0.003 | 0.67 (0.51, 0.87)* |
Quartiles of energy-adjusted carotenoid intakes (OR, 95% CI) | Ptrend a | Per one-SD increase b | ||||
---|---|---|---|---|---|---|
Q1 | Q2 | Q3 | Q4 | |||
Total carotenoids | 1.0 | 0.47 (0.25, 0.87)* | 0.44 (0.22, 0.87)* | 0.23 (0.12, 0.46)** | < 0.001 | 0.60 (0.47, 0.77)** |
α-carotene | 1.0 | 0.76 (0.42, 1.38) | 0.75 (0.40, 1.40) | 0.66 (0.35, 1.26) | 0.24 | 0.94 (0.78, 1.14) |
β-carotene | 1.0 | 0.59 (0.32, 1.08) | 0.36 (0.19, 0.68)* | 0.24 (0.12, 0.49)** | < 0.001 | 0.68 (0.55, 0.86)* |
β-cryptoxanthin | 1.0 | 1.11 (0.62, 2.01) | 0.82 (0.42, 1.58) | 0.54 (0.29, 0.99)* | 0.02 | 0.77 (0.60, 0.99)* |
Lycopene | 1.0 | 0.73 (0.40, 1.33) | 0.68 (0.36, 1.29) | 0.55 (0.29, 1.04) | 0.09 | 0.74 (0.58, 0.93)* |
Lut-zea | 1.0 | 0.51 (0.26, 0.97)* | 0.40 (0.20, 0.80)* | 0.25 (0.12, 0.51)** | < 0.001 | 0.64 (0.50, 0.83)* |