Table 3.
OPERA (95% CI) | ||||||||
---|---|---|---|---|---|---|---|---|
Cases/ controls | BMI + DA + NDA | BMI + PDA | BMI + DA | DA + NDA | PDA | DA | ||
ER | ||||||||
BIC, AUC | 659, 0.64 | 646, 0.64 | 646, 0.64 | 638, 0.62 | 625, 0.62 | 625, 0.62 | ||
BMI per 1 SD at age 50 | Positive | 188/ 537 | 0.95 (0.66,1.38) | 0.96 (0.66,1.38) | 0.96 (0.66,1.38) | |||
Negative | 45/ 130 | 1.16 (0.52,2.59) | 1.14 (0.51,2.54) | 1.12 (0.50,2.51) | ||||
BMI per 1 SD at age 70 | Positive | 1.30 (1.05,1.61) | 1.30 (1.05,1.60) | 1.30 (1.05,1.61) | ||||
Negative | 1.08 (0.65,1.80) | 1.08 (0.65,1.80) | 1.09 (0.65,1.82) | |||||
P for interaction with age = 0.39 | P for interaction with age = 0.40 | P for interaction with age = 0.40 | ||||||
P = 0.79 | P = 0.80 | P = 0.82 | ||||||
DA per adjusted 1SD | Positive | 1.16 (0.99,1.36) | 1.17 (0.99,1.37) | 1.16 (0.99,1.37) | 1.17 (0.99,1.37) | |||
Negative | 1.30 (0.92,1.82) | 1.31 (0.92,1.85) | 1.29 (0.92,1.81) | 1.30 (0.92,1.84) | ||||
P = 0.57 | P = 0.56 | P = 0.59 | P = 0.58 | |||||
PDA per adjusted 1SD | Positive | 1.17 (0.99,1.38) | 1.17 (0.99,1.39) | |||||
Negative | 1.36 (0.94,1.96) | 1.35 (0.94,1.94) | ||||||
P = 0.46 | P = 0.49 | |||||||
NDA per adjusted 1SD | Positive | 0.99 (0.83,1.16) | 0.99 (0.83,1.17) | |||||
Negative | 0.87 (0.61,1.23) | 0.88 (0.62,1.24) | ||||||
P = 0.53 | P = 0.55 | |||||||
PR | ||||||||
BIC, AUC | 652, 0.65 | 640, 0.65 | 640, 0.65 | 634, 0.63 | 622, 0.62 | 622, 0.62 | ||
BMI per 1 SD at age 50 | Positive | 126/ 362 | 0.95 (0.63,1.43) | 0.93 (0.62,1.40) | 0.94 (0.63,1.42) | |||
Negative | 106/ 301 | 1.10 (0.62,1.97) | 1.10 (0.61,1.96) | 1.07 (0.60,1.90) | ||||
BMI per 1 SD at age 70 | Positive | 1.48 (1.14,1.93) | 1.47 (1.13,1.91) | 1.48 (1.14,1.93) | ||||
Negative | 1.01 (0.74,1.37) | 1.00 (0.74,1.36) | 1.01 (0.74,1.37) | |||||
P for interaction with age = 0.23 | P for interaction with age = 0.21 | P for interaction with age = 0.22 | ||||||
P = 0.17 | P = 0.17 | P = 0.17 | ||||||
DA per adjusted 1SD | Positive | 1.21 (0.99,1.48) | 1.21 (0.99,1.49) | 1.19 (0.97,1.46) | 1.19 (0.97,1.46) | |||
Negative | 1.18 (0.95,1.45) | 1.20 (0.97,1.48) | 1.17 (0.95,1.45) | 1.20 (0.97,1.48) | ||||
P = 0.84 | P = 0.94 | P = 0.92 | P = 0.98 | |||||
PDA per adjusted 1SD | Positive | 1.20 (0.97,1.49) | 1.18 (0.96,1.46) | |||||
Negative | 1.24 (1.00,1.54) | 1.23 (0.99,1.53) | ||||||
P = 0.84 | P = 0.79 | |||||||
NDA per adjusted 1SD | Positive | 1.03 (0.84,1.27) | 1.03 (0.84,1.26) | |||||
Negative | 0.88 (0.70,1.10) | 0.88 (0.70,1.11) | ||||||
P = 0.30 | P = 0.33 | |||||||
HER2 | ||||||||
BIC, AUC | 638, 0.66 | 627, 0.65 | 626, 0.65 | 619, 0.63 | 608, 0.63 | 607, 0.63 | ||
BMI per 1 SD at age 50 | Positive | 73/ 220 | 0.95 (0.56,1.63) | 0.93 (0.56,1.55) | 0.95 (0.56,1.60) | |||
Negative | 153/ 431 | 0.94 (0.60,1.47) | 0.95 (0.60,1.49) | 0.94 (0.60,1.48) | ||||
BMI per 1 SD at age 70 | Positive | 0.91 (0.61,1.34) | 0.92 (0.63,1.34) | 0.92 (0.62,1.34) | ||||
Negative | 1.41 (1.11,1.79) | 1.40 (1.10,1.78) | 1.40 (1.10,1.79) | |||||
P for interaction with age = 0.35 | P for interaction with age = 0.38 | P for interaction with age = 0.36 | ||||||
P = 0.16 | P = 0.17 | P = 0.17 | ||||||
DA per adjusted 1SD | Positive | 1.41 (1.08,1.84) | 1.40 (1.07,1.84) | 1.41 (1.08,1.84) | 1.41 (1.07,1.84) | |||
Negative | 1.13 (0.94,1.35) | 1.14 (0.95,1.37) | 1.13 (0.94,1.35) | 1.14 (0.95,1.37) | ||||
P = 0.18 | P = 0.22 | P = 0.17 | P = 0.20 | |||||
PDA per adjusted 1SD | Positive | 1.34 (1.02,1.77) | 1.35 (1.02,1.78) | |||||
Negative | 1.17 (0.97,1.41) | 1.17 (0.97,1.41) | ||||||
P = 0.41 | P = 0.39 | |||||||
NDA per adjusted 1SD | Positive | 1.13 (0.85,1.50) | 1.13 (0.85,1.49) | |||||
Negative | 0.91 (0.75,1.11) | 0.92 (0.76,1.11) | ||||||
P = 0.22 | P = 0.23 | |||||||
Grade | ||||||||
BIC, AUC | 680, 0.65 | 660, 0.65 | 661, 0.65 | 647, 0.63 | 627, 0.63 | 628, 0.62 | ||
BMI per 1 SD at age 50 | well differentiated | 62/ 174 | 1.09 (0.66,1.79) | 1.10 (0.67,1.80) | 1.10 (0.67,1.80) | |||
moderately differentiated | 104/ 298 | 0.98 (0.54,1.75) | 0.99 (0.55,1.77) | 0.98 (0.55,1.76) | ||||
poorly differentiated | 65/ 192 | 0.70 (0.34,1.44) | 0.70 (0.35,1.43) | 0.70 (0.34,1.44) | ||||
BMI per 1 SD at age 70 | well differentiated | 1.05 (0.64,1.72) | 1.04 (0.64,1.70) | 1.02 (0.63,1.66) | ||||
moderately differentiated | 1.35 (1.03,1.77) | 1.34 (1.02,1.76) | 1.35 (1.03,1.78) | |||||
poorly differentiated | 1.30 (0.93,1.82) | 1.30 (0.93,1.80) | 1.30 (0.93,1.82) | |||||
P for interaction with age = 0.39 | P for interaction with age = 0.40 | P for interaction with age = 0.38 | ||||||
P = 0.79 | P = 0.77 | P = 0.74 | ||||||
DA per adjusted 1SD | well differentiated | 1.29 (0.96,1.74) | 1.33 (0.98,1.79) | 1.29 (0.96,1.74) | 1.32 (0.98,1.79) | |||
moderately differentiated | 1.13 (0.91,1.40) | 1.14 (0.92,1.41) | 1.13 (0.91,1.40) | 1.14 (0.92,1.41) | ||||
poorly differentiated | 1.19 (0.90,1.56) | 1.19 (0.90,1.57) | 1.18 (0.90,1.56) | 1.18 (0.89,1.57) | ||||
P = 0.77 | P = 0.72 | P = 0.77 | P = 0.73 | |||||
PDA per adjusted 1SD | well differentiated | 1.40 (1.02,1.90) | 1.39 (1.02,1.89) | |||||
moderately differentiated | 1.16 (0.92,1.45) | 1.17 (0.94,1.47) | ||||||
poorly differentiated | 1.16 (0.86,1.55) | 1.15 (0.86,1.54) | ||||||
P = 0.59 | P = 0.62 | |||||||
NDA per adjusted 1SD | well differentiated | 0.87 (0.64,1.20) | 0.88 (0.64,1.20) | |||||
moderately differentiated | 0.97 (0.75,1.24) | 0.94 (0.73,1.20) | ||||||
poorly differentiated | 1.01 (0.77,1.32) | 1.01 (0.77,1.32) | ||||||
P = 0.78 | P = 0.80 | |||||||
Size | ||||||||
BIC, AUC | 700, 0.67 | 679, 0.66 | 680, 0.67 | 667, 0.64 | 647, 0.64 | 648, 0.64 | ||
BMI per 1 SD at age 50 | < 1 cm | 76/ 213 | 0.95 (0.60,1.52) | 0.96 (0.61,1.53) | 0.96 (0.60,1.52) | |||
1–2 cm | 116/ 339 | 0.86 (0.49,1.51) | 0.87 (0.50,1.54) | 0.86 (0.49,1.52) | ||||
≥ 2 cm | 49/ 141 | 0.83 (0.32,2.14) | 0.83 (0.33,2.10) | 0.79 (0.30,2.07) | ||||
BMI per 1 SD at age 70 | < 1 cm | 1.55 (1.05,2.28) | 1.54 (1.05,2.27) | 1.55 (1.05,2.27) | ||||
1–2 cm | 1.24 (0.97,1.59) | 1.23 (0.96,1.58) | 1.24 (0.97,1.60) | |||||
≥ 2 cm | 1.09 (0.64,1.84) | 1.10 (0.65,1.85) | 1.11 (0.66,1.88) | |||||
P for interaction with age = 0.30 | P for interaction with age = 0.33 | P for interaction with age = 0.29 | ||||||
P = 0.79 | P = 0.80 | P = 0.80 | ||||||
DA per adjusted 1SD | < 1 cm | 0.92 (0.70,1.20) | 0.92 (0.70,1.20) | 0.91 (0.70,1.19) | 0.91 (0.70,1.19) | |||
1–2 cm | 1.22 (0.99,1.50) | 1.23 (0.99,1.52) | 1.21 (0.98,1.50) | 1.23 (0.99,1.52) | ||||
≥ 2 cm | 1.56 (1.11,2.19) | 1.58 (1.12,2.22) | 1.57 (1.12,2.20) | 1.59 (1.13,2.24) | ||||
P = 0.04 | P = 0.04 | P = 0.03 | P = 0.03 | |||||
PDA per adjusted 1SD | < 1 cm | 0.93 (0.71,1.22) | 0.92 (0.71,1.20) | |||||
1–2 cm | 1.26 (1.01,1.57) | 1.26 (1.02,1.57) | ||||||
≥ 2 cm | 1.64 (1.13,2.38) | 1.66 (1.14,2.40) | ||||||
P = 0.03 | P = 0.02 | |||||||
NDA per adjusted 1SD | < 1 cm | 0.99 (0.75,1.29) | 1.02 (0.78,1.33) | |||||
1–2 cm | 0.94 (0.76,1.16) | 0.93 (0.76,1.15) | ||||||
≥ 2 cm | 0.85 (0.58,1.24) | 0.83 (0.57,1.21) | ||||||
P = 0.81 | P = 0.68 | |||||||
Nodal status | ||||||||
BIC, AUC | 645, 0.65 | 632, 0.65 | 632, 0.65 | 625, 0.64 | 611, 0.63 | 612, 0.64 | ||
BMI per 1 SD at age 50 | Positive | 39/ 123 | 0.89 (0.30,2.69) | 0.97 (0.33,2.84) | 0.88 (0.29,2.68) | |||
Negative | 190/ 539 | 0.93 (0.65,1.32) | 0.93 (0.65,1.32) | 0.93 (0.65,1.33) | ||||
BMI per 1 SD at age 70 | Positive | 1.61 (1.04,2.50) | 1.56 (1.01,2.42) | 1.61 (1.03,2.51) | ||||
Negative | 1.17 (0.94,1.46) | 1.16 (0.93,1.45) | 1.17 (0.94,1.46) | |||||
P for interaction with age = 0.39 | P for interaction with age = 0.46 | P for interaction with age = 0.38 | ||||||
P = 0.41 | P = 0.45 | P = 0.43 | ||||||
DA per adjusted 1SD | Positive | 1.79 (1.22,2.62) | 1.78 (1.21,2.61) | 1.76 (1.22,2.56) | 1.78 (1.22,2.59) | |||
Negative | 1.11 (0.94,1.30) | 1.12 (0.95,1.31) | 1.11 (0.94,1.30) | 1.11 (0.95,1.31) | ||||
P = 0.02 | P = 0.02 | P = 0.02 | P = 0.02 | |||||
PDA per adjusted 1SD | Positive | 1.85 (1.22,2.79) | 1.84 (1.23,2.76) | |||||
Negative | 1.13 (0.96,1.34) | 1.13 (0.96,1.34) | ||||||
P = 0.02 | P = 0.02 | |||||||
NDA per adjusted 1SD | Positive | 0.86 (0.59,1.27) | 0.87 (0.59,1.29) | |||||
Negative | 0.96 (0.81,1.13) | 0.95 (0.81,1.13) | ||||||
P = 0.63 | P = 0.67 |
Abbreviations: AUC area under the receiver operating characteristic curve, BIC Bayesian information criterion, BMI body mass index, CI confidence interval, DA dense area, NDA non-dense area, OPERA Odds per Adjusted Standard Deviation, PDA percent dense area, SD standard deviation
All of the estimates from conditional logistic regression are adjusted for age at mammogram