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. 2017 Dec 16;17:859. doi: 10.1186/s12885-017-3871-7

Table 3.

Risk of screen-detected breast cancer for BMI and mammographic measures by tumor characteristics

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