Table 4.
Multivariable-adjusted* relative risk (95% CI) of breast cancer according to quartiles of erythrocyte fatty acid concentration, stratified by BMI at blood collection, Nurses’ Health Study II
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BMI < 25 kg/m2(max 468 cases/428 controls) | BMI ≥ 25 kg/m2 (max 325 cases/365 controls) | ||||||||||
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Quartiles of erythrocyte fatty acid concentrations | Quartiles of erythrocyte fatty acid concentrations | ||||||||||
Q1 | Q2 | Q3 | Q4 | ptrend | Q1 | Q2 | Q3 | Q4 | ptrend | pint | |
Total Saturated Fatty Acids | 1.0 (ref) | 0.76 (0.52–1.12) | 0.57 (0.39–0.84) | 0.68 (0.46–0.98) | 0.05 | 1.0 (ref) | 0.91 (0.58–1.44) | 1.11 (0.70–1.76) | 1.41 (0.90–2.21) | 0.07 | 0.01 |
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Lauric acid (12:0) | 1.0 (ref) | 0.94 (0.65–1.38) | 0.97 (0.66–1.42) | 0.87 (0.59–1.28) | 0.50 | 1.0 (ref) | 0.85 (0.54–1.34) | 0.95 (0.61–1.49) | 0.92 (0.58–1.46) | 0.92 | 0.69 |
Mystristic acid (14:0) | 1.0 (ref) | 0.76 (0.52–1.10) | 0.75 (0.51–1.11) | 0.87 (0.60–1.27) | 0.65 | 1.0 (ref) | 0.85 (0.53–1.38) | 0.97 (0.62–1.53) | 1.08 (0.68–1.70) | 0.52 | 0.44 |
Pentadecanoic acid (15:0) | 1.0 (ref) | 1.13 (0.76–1.67) | 0.76 (0.51–1.14) | 0.81 (0.54–1.19) | 0.11 | 1.0 (ref) | 1.09 (0.70–1.71) | 1.31 (0.84–2.05) | 1.68 (1.07–2.64) | 0.02 | 0.002 |
Palmitic acid (16:0) | 1.0 (ref) | 1.30 (0.90–1.89) | 1.00 (0.68–1.46) | 0.91 (0.61–1.37) | 0.46 | 1.0 (ref) | 0.78 (0.50–1.23) | 0.96 (0.60–1.54) | 0.86 (0.54–1.36) | 0.71 | 0.80 |
Margric acid (17:0) | 1.0 (ref) | 1.12 (0.73–1.72) | 0.74 (0.48–1.13) | 0.78 (0.51–1.19) | 0.08 | 1.0 (ref) | 1.15 (0.75–1.76) | 1.28 (0.80–2.04) | 1.85 (1.18–2.88) | 0.01 | 0.000 |
Stearic acid (18:0) | 1.0 (ref) | 0.96 (0.65–1.42) | 0.78 (0.52–1.15) | 0.72 (0.49–1.06) | 0.06 | 1.0 (ref) | 0.96 (0.60–1.52) | 1.01 (0.65–1.58) | 1.58 (1.01–2.47) | 0.02 | 0.003 |
Nonadecanoic acid (19:0) | 1.0 (ref) | 1.25 (0.82–1.89) | 0.91 (0.60–1.38) | 0.78 (0.51–1.19) | 0.08 | 1.0 (ref) | 1.28 (0.84–1.97) | 1.38 (0.88–2.17) | 1.71 (1.05–2.78) | 0.03 | 0.01 |
Arachidic acid (20:0) | 1.0 (ref) | 1.26 (0.84–1.91) | 0.74 (0.49–1.12) | 0.87 (0.58–1.32) | 0.18 | 1.0 (ref) | 0.99 (0.65–1.50) | 1.23 (0.77–1.96) | 1.53 (0.97–2.41) | 0.05 | 0.02 |
Behenic acid (22:0) | 1.0 (ref) | 1.52 (1.03–2.25) | 1.39 (0.93–2.08) | 1.20 (0.81–1.79) | 0.68 | 1.0 (ref) | 0.90 (0.58–1.40) | 0.80 (0.51–1.26) | 1.05 (0.66–1.68) | 0.88 | 0.87 |
Tricosanoic acid (23:0) | 1.0 (ref) | 1.14 (0.77–1.68) | 1.02 (0.69–1.51) | 1.24 (0.84–1.85) | 0.37 | 1.0 (ref) | 0.99 (0.63–1.56) | 0.99 (0.64–1.56) | 0.99 (0.64–1.55) | 0.98 | 0.56 |
Lignoceric acid (24:0) | 1.0 (ref) | 1.20 (0.82–1.75) | 1.16 (0.79–1.69) | 0.91 (0.61–1.35) | 0.60 | 1.0 (ref) | 0.62 (0.39–0.98) | 0.74 (0.47–1.16) | 0.82 (0.52–1.27) | 0.61 | 0.83 |
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Total Monounsaturated Fatty Acids | 1.0 (ref) | 1.18 (0.82–1.70) | 0.85 (0.58–1.24) | 1.02 (0.67–1.54) | 0.69 | 1.0 (ref) | 0.83 (0.52–1.33) | 0.80 (0.49–1.29) | 0.68 (0.42–1.09) | 0.12 | 0.25 |
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Mysristoleic acid (14:1n-5c) | 1.0 (ref) | 0.78 (0.54–1.13) | 0.70 (0.47–1.02) | 0.77 (0.53–1.13) | 0.20 | 1.0 (ref) | 0.69 (0.43–1.12) | 0.84 (0.52–1.34) | 0.96 (0.60–1.51) | 0.57 | 0.20 |
Pentadecenoic acid (15:1n-5c) | 1.0 (ref) | 1.58 (1.04–2.41) | 1.18 (0.79–1.77) | 1.10 (0.74–1.63) | 0.88 | 1.0 (ref) | 0.69 (0.45–1.06) | 1.00 (0.64–1.56) | 1.15 (0.71–1.85) | 0.41 | 0.32 |
Palmitoleic acid (16: 1n-7c) | 1.0 (ref) | 0.74 (0.52–1.05) | 0.70 (0.48–1.02) | 0.83 (0.52–1.30) | 0.38 | 1.0 (ref) | 1.17 (0.70–1.96) | 1.10 (0.67–1.81) | 0.89 (0.54–1.47) | 0.34 | 0.82 |
Oleic acid (18: 1n-9c) | 1.0 (ref) | 0.82 (0.57–1.19) | 0.85 (0.58–1.25) | 0.89 (0.60–1.32) | 0.54 | 1.0 (ref) | 0.69 (0.43–1.10) | 0.63 (0.40–1.00) | 0.67 (0.42–1.05) | 0.08 | 0.30 |
Octadecenoic acid (18:1n-7c) | 1.0 (ref) | 0.87 (0.58–1.29) | 1.29 (0.87–1.89) | 0.94 (0.63–1.40) | 0.89 | 1.0 (ref) | 0.64 (0.41–1.02) | 0.84 (0.55–1.31) | 1.01 (0.65–1.58) | 0.68 | 0.96 |
Gondoic acid (20: 1n-9c) | 1.0 (ref) | 0.97 (0.64–1.46) | 1.01 (0.68–1.52) | 1.14 (0.77–1.68) | 0.44 | 1.0 (ref) | 1.22 (0.79–1.90) | 1.19 (0.76–1.87) | 1.46 (0.92–2.31) | 0.12 | 0.71 |
Nervonic acid (24: 1n-9c) | 1.0 (ref) | 0.79 (0.54–1.17) | 0.95 (0.65–1.40) | 0.98 (0.67–1.43) | 0.87 | 1.0 (ref) | 1.10 (0.70–1.73) | 0.92 (0.59–1.45) | 1.05 (0.66–1.65) | 1.00 | 0.77 |
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n-3 Polyunsaturated Fatty Acids | 1.0 (ref) | 1.32 (0.88–1.97) | 1.03 (0.70–1.51) | 1.11 (0.76–1.64) | 0.87 | 1.0 (ref) | 0.74 (0.48–1.13) | 0.68 (0.43–1.07) | 0.68 (0.42–1.08) | 0.11 | 0.23 |
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Alpha-linolenic acid (ALA, 18: 3n-3c) | 1.0 (ref) | 0.81 (0.55–1.19) | 0.93 (0.63–1.37) | 1.07 (0.72–1.59) | 0.47 | 1.0 (ref) | 0.76 (0.48–1.20) | 0.76 (0.49–1.17) | 0.57 (0.36–0.89) | 0.02 | 0.03 |
Eicosapentaenoic acid (EPA,20:5n-3c) | 1.0 (ref) | 1.11 (0.76–1.63) | 1.12 (0.76–1.64) | 1.18 (0.79–1.75) | 0.46 | 1.0 (ref) | 0.82 (0.51–1.30) | 0.84 (0.53–1.32) | 0.56 (0.34–0.89) | 0.02 | 0.04 |
Docosapentaenoic acid (DPA,22:5n-3c) | 1.0 (ref) | 0.89 (0.60–1.32) | 0.72 (0.48–1.08) | 0.85 (0.57–1.27) | 0.34 | 1.0 (ref) | 0.81 (0.53–1.24) | 0.82 (0.53–1.28) | 0.62 (0.39–0.98) | 0.05 | 0.54 |
Docosahexaenoic acid (DHA, 22:6n-3c) | 1.0 (ref) | 1.25 (0.84–1.87) | 1.16 (0.78–1.73) | 1.31 (0.88–1.94) | 0.26 | 1.0 (ref) | 0.68 (0.44–1.06) | 0.67 (0.43–1.05) | 0.77 (0.49–1.23) | 0.34 | 0.20 |
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n-6 Polyunsaturated Fatty Acids | 1.0 (ref) | 0.84 (0.56–1.25) | 1.18 (0.80–1.73) | 1.29 (0.88–1.90) | 0.10 | 1.0 (ref) | 1.03 (0.66–1.61) | 1.10 (0.71–1.70) | 0.74 (0.46–1.18) | 0.37 | 0.09 |
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Linoleic acid (18:2n-6cc) | 1.0 (ref) | 1.24 (0.81–1.88) | 1.36 (0.91–2.04) | 1.65 (1.11–2.46) | 0.01 | 1.0 (ref) | 0.73 (0.48–1.13) | 0.91 (0.58–1.42) | 0.79 (0.51–1.24) | 0.43 | 0.04 |
Gamma-linolenic acid (18:3n-6c) | 1.0 (ref) | 0.94 (0.66–1.34) | 1.00 (0.69–1.46) | 1.08 (0.71–1.63) | 0.68 | 1.0 (ref) | 1.17 (0.71–1.92) | 0.88 (0.55–1.43) | 0.62 (0.38–1.01) | 0.01 | 0.05 |
Eicosadienoic acid (20:2n-6c) | 1.0 (ref) | 1.08 (0.73–1.60) | 0.90 (0.61–1.35) | 1.25 (0.85–1.84) | 0.31 | 1.0 (ref) | 0.78 (0.50–1.20) | 0.77 (0.50–1.19) | 0.80 (0.51–1.24) | 0.32 | 0.15 |
Dihomogammalinolenic acid (20:3n-6c) | 1.0 (ref) | 1.01 (0.70–1.45) | 1.10 (0.76–1.59) | 0.94 (0.62–1.43) | 0.92 | 1.0 (ref) | 0.95 (0.58–1.55) | 0.76 (0.46–1.24) | 0.94 (0.59–1.50) | 0.79 | 0.80 |
Arachidonic acid (20:4n-6c) | 1.0 (ref) | 0.99 (0.67–1.46) | 1.15 (0.79–1.68) | 0.98 (0.66–1.44) | 0.89 | 1.0 (ref) | 0.57 (0.36–0.90) | 0.88 (0.57–1.36) | 0.78 (0.50–1.21) | 0.50 | 0.52 |
Docosadienoic acid (22:2n-6c) | 1.0 (ref) | 0.91 (0.61–1.36) | 0.92 (0.61–1.39) | 0.84 (0.57–1.25) | 0.41 | 1.0 (ref) | 1.44 (0.92–2.27) | 1.44 (0.92–2.25) | 2.23 (1.39–3.58) | 0.00 | 0.01 |
Aolrenic acid (22:4n-6c) | 1.0 (ref) | 1.02 (0.70–1.50) | 0.86 (0.58–1.27) | 1.04 (0.70–1.55) | 0.96 | 1.0 (ref) | 0.98 (0.62–1.55) | 1.32 (0.84–2.06) | 1.16 (0.73–1.85) | 0.35 | 0.56 |
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Total Trans Fatty Acids | 1.0 (ref) | 0.83 (0.56–1.25) | 1.06 (0.71–1.57) | 0.91 (0.61–1.36) | 0.89 | 1.0 (ref) | 0.95 (0.59–1.51) | 1.49 (0.94–2.36) | 1.88 (1.17–3.03) | 0.002 | 0.02 |
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Palmitelaidic acid (16:1n-7t) | 1.0 (ref) | 1.08 (0.71–1.63) | 1.24 (0.83–1.86) | 0.87 (0.58–1.30) | 0.48 | 1.0 (ref) | 1.12 (0.71–1.77) | 1.34 (0.85–2.12) | 2.41 (1.50–3.89) | 0.000 | 0.000 |
Linolelaidic acid (18:2n-6t) | 1.0 (ref) | 0.85 (0.58–1.26) | 0.88 (0.61–1.29) | 0.90 (0.61–1.33) | 0.65 | 1.0 (ref) | 0.99 (0.63–1.57) | 1.41 (0.88–2.24) | 1.18 (0.75–1.86) | 0.33 | 0.24 |
Octadecadienoic acid (18:2n-7c) | 1.0 (ref) | 1.20 (0.82–1.74) | 1.07 (0.73–1.56) | 0.83 (0.55–1.24) | 0.29 | 1.0 (ref) | 1.30 (0.80–2.13) | 1.28 (0.79–2.08) | 1.49 (0.92–2.42) | 0.14 | 0.10 |
18:1 trans | 1.0 (ref) | 0.73 (0.49–1.10) | 1.00 (0.67–1.49) | 0.91 (0.61–1.35) | 0.98 | 1.0 (ref) | 1.18 (0.75–1.87) | 1.46 (0.92–2.33) | 2.33 (1.45–3.77) | 0.000 | 0.01 |
18:2 trans | 1.0 (ref) | 0.83 (0.57–1.21) | 1.05 (0.71–1.53) | 0.78 (0.52–1.15) | 0.38 | 1.0 (ref) | 0.78 (0.49–1.24) | 0.75 (0.47–1.19) | 0.81 (0.51–1.29) | 0.42 | 0.95 |
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Dairy-derived Fatty Acidsa | 1.0 (ref) | 0.91 (0.60–1.39) | 0.88 (0.59–1.33) | 0.72 (0.48–1.08) | 0.09 | 1.0 (ref) | 1.00 (0.64–1.55) | 1.21 (0.77–1.89) | 1.83 (1.16–2.89) | 0.005 | 0.000 |
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Industrial transb | 1.0 (ref) | 0.76 (0.50–1.13) | 1.07 (0.71–1.59) | 0.90 (0.61–1.34) | 0.98 | 1.0 (ref) | 0.84 (0.52–1.33) | 1.31 (0.84–2.06) | 1.86 (1.16–2.97) | 0.003 | 0.02 |
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Total n-6/n-3 Ratio | 1.0 (ref) | 0.92 (0.62–1.36) | 1.15 (0.78–1.69) | 1.09 (0.74–1.62) | 0.49 | 1.0 (ref) | 0.87 (0.55–1.39) | 1.10 (0.69–1.74) | 1.19 (0.74–1.91) | 0.32 | 0.90 |
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SI ration-7c | 1.0 (ref) | 0.77 (0.48–1.21) | 0.88 (0.56–1.39) | 1.09 (0.70–1.71) | 0.23 | 1.0 (ref) | 1.30 (0.86–1.98) | 1.36 (0.87–2.14) | 1.17 (0.70–1.94) | 0.46 | 0.99 |
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SI ration-9d | 1.0 (ref) | 0.91 (0.61–1.36) | 0.74 (0.50–1.11) | 0.80 (0.54–1.19) | 0.23 | 1.0 (ref) | 0.96 (0.62–1.48) | 1.08 (0.68–1.72) | 1.45 (0.93–2.27) | 0.08 | 0.03 |
Adjusted for: age at menarche (<12, 13–14, 14+ years), age at first birth/parity (nulliparous, 1–2 children <25 years, 3+ children <25 years, 1–2 children >25 years, and 3+ children >25 years), lactation (yes/no), family history of breast cancer (yes/no), history of benign breast disease (yes/no), alcohol consumption(</>5 grams/day), BMI at age 18 (<21, 21–23 and >23 kg/m2), weight change between age 18 and blood collection(continuous), physical activity (<3, 3 to <9, 9 to <18, 18 to <27 and 27+ MET-hours/week)
Dairy-derived fatty acids=15:0 + 17:0 + 16:1n-7t
Industrial trans=18:1 trans+18:2 trans
SI ration-7= Palmitic acid/Palmitoleic acid
SI ration-9=Stearic acid/Oleic acid