From: Mammographic density and risk of breast cancer by tumor characteristics: a case-control study
OPERA (95% CI) | ||||||||
---|---|---|---|---|---|---|---|---|
Interval/ screen-detected cases | BMI + DA + NDA | BMI + PDA | BMI + DA | DA + NDA | PDA | DA | ||
ER | ||||||||
BIC, AUC | 492, 0.70 | 481, 0.70 | 492, 0.67 | 484, 0.69 | 474, 0.69 | 485, 0.66 | ||
BMI per 1 SD | Positive | 94/ 188 | 0.81 (0.63,1.05) | 0.80 (0.62,1.04) | 0.79 (0.60,1.02) | |||
Negative | 45/ 45 | 0.77 (0.49,1.21) | 0.79 (0.50,1.24) | 0.79 (0.50,1.24) | ||||
P = 0.82 | P = 0.95 | P = 0.98 | ||||||
DA per adjusted 1SD | Positive | 1.55 (1.20,2.02) | 1.58 (1.21,2.04) | 1.54 (1.19,1.99) | 1.55 (1.20,2.01) | |||
Negative | 1.78 (1.12,2.82) | 1.90 (1.20,3.00) | 1.78 (1.12,2.84) | 1.88 (1.19,2.97) | ||||
P = 0.61 | P = 0.47 | P = 0.58 | P = 0.46 | |||||
PDA per adjusted 1SD | Positive | 1.87 (1.41,2.48) | 1.86 (1.41,2.47) | |||||
Negative | 2.22 (1.37,3.59) | 2.21 (1.36,3.59) | ||||||
P = 0.52 | P = 0.53 | |||||||
NDA per adjusted 1SD | Positive | 0.68 (0.53,0.89) | 0.67 (0.52,0.87) | |||||
Negative | 0.63 (0.40,0.98) | 0.64 (0.41,1.00) | ||||||
P = 0.75 | P = 0.85 | |||||||
PR | ||||||||
BIC, AUC | 488, 0.70 | 477, 0.70 | 488, 0.67 | 480, 0.69 | 470, 0.69 | 481, 0.66 | ||
BMI per 1 SD | Positive | 57/ 126 | 0.75 (0.55,1.03) | 0.74 (0.54,1.02) | 0.74 (0.53,1.02) | |||
Negative | 80/ 106 | 0.84 (0.61,1.16) | 0.85 (0.61,1.17) | 0.82 (0.60,1.14) | ||||
P = 0.64 | P = 0.56 | P = 0.63 | ||||||
DA per adjusted 1SD | Positive | 1.65 (1.20,2.29) | 1.67 (1.21,2.30) | 1.59 (1.16,2.18) | 1.60 (1.17,2.19) | |||
Negative | 1.59 (1.15,2.20) | 1.63 (1.18,2.25) | 1.60 (1.16,2.22) | 1.64 (1.19,2.27) | ||||
P = 0.86 | P = 0.92 | P = 0.97 | P = 0.91 | |||||
PDA per adjusted 1SD | Positive | 2.01 (1.42,2.85) | 1.93 (1.38,2.71) | |||||
Negative | 1.91 (1.34,2.70) | 1.94 (1.37,2.76) | ||||||
P = 0.82 | P = 0.98 | |||||||
NDA per adjusted 1SD | Positive | 0.64 (0.47,0.87) | 0.64 (0.47,0.87) | |||||
Negative | 0.71 (0.51,0.99) | 0.71 (0.51,0.98) | ||||||
P = 0.61 | P = 0.66 | |||||||
HER2 | ||||||||
BIC, AUC | 485, 0.70 | 478, 0.69 | 488, 0.66 | 475, 0.69 | 468, 0.68 | 479, 0.65 | ||
BMI per 1 SD | Positive | 41/ 73 | 0.93 (0.61,1.42) | 0.92 (0.61,1.37) | 0.88 (0.59,1.32) | |||
Negative | 96/ 153 | 0.84 (0.64,1.10) | 0.85 (0.65,1.12) | 0.84 (0.64,1.10) | ||||
P = 0.70 | P = 0.76 | P = 0.84 | ||||||
DA per adjusted 1SD | Positive | 1.59 (1.06,2.40) | 1.61 (1.08,2.40) | 1.58 (1.06,2.35) | 1.58 (1.07,2.34) | |||
Negative | 1.51 (1.14,1.99) | 1.58 (1.20,2.08) | 1.51 (1.15,1.99) | 1.58 (1.20,2.08) | ||||
P = 0.82 | P = 0.95 | P = 0.85 | P = 1.00 | |||||
PDA per adjusted 1SD | Positive | 1.75 (1.14,2.69) | 1.75 (1.14,2.68) | |||||
Negative | 1.92 (1.43,2.57) | 1.92 (1.43,2.58) | ||||||
P = 0.72 | P = 0.71 | |||||||
NDA per adjusted 1SD | Positive | 0.80 (0.50,1.30) | 0.79 (0.49,1.25) | |||||
Negative | 0.58 (0.44,0.78) | 0.58 (0.44,0.78) | ||||||
P = 0.26 | P = 0.29 | |||||||
Grade | ||||||||
BIC, AUC | 497, 0.72 | 486, 0.70 | 495, 0.68 | 484, 0.71 | 473, 0.69 | 483, 0.67 | ||
BMI per 1 SD | well differentiated | 24/ 62 | 0.88 (0.55,1.42) | 0.87 (0.55,1.38) | 0.87 (0.54,1.38) | |||
moderately differentiated | 52/ 104 | 0.67 (0.45,0.98) | 0.68 (0.46,0.99) | 0.65 (0.44,0.96) | ||||
poorly differentiated | 61/ 65 | 0.95 (0.66,1.35) | 1.00 (0.71,1.40) | 1.04 (0.75,1.44) | ||||
P = 0.39 | P = 0.31 | P = 0.19 | ||||||
DA per adjusted 1SD | well differentiated | 1.12 (0.69,1.84) | 1.13 (0.69,1.83) | 1.11 (0.68,1.81) | 1.11 (0.69,1.80) | |||
moderately differentiated | 1.97 (1.36,2.84) | 1.99 (1.38,2.87) | 1.92 (1.34,2.74) | 1.93 (1.36,2.76) | ||||
poorly differentiated | 1.52 (1.05,2.19) | 1.60 (1.12,2.28) | 1.52 (1.05,2.20) | 1.62 (1.14,2.30) | ||||
P = 0.18 | P = 0.18 | P = 0.19 | P = 0.18 | |||||
PDA per adjusted 1SD | well differentiated | 1.29 (0.79,2.11) | 1.29 (0.79,2.11) | |||||
moderately differentiated | 2.16 (1.47,3.18) | 2.13 (1.46,3.10) | ||||||
poorly differentiated | 2.02 (1.37,2.99) | 2.04 (1.38,3.01) | ||||||
P = 0.23 | P = 0.24 | |||||||
NDA per adjusted 1SD | well differentiated | 0.86 (0.55,1.33) | 0.84 (0.54,1.30) | |||||
moderately differentiated | 0.82 (0.56,1.20) | 0.81 (0.56,1.16) | ||||||
poorly differentiated | 0.45 (0.30,0.70) | 0.45 (0.29,0.70) | ||||||
P = 0.06 | P = 0.06 | |||||||
Size | ||||||||
BIC, AUC | 513, 0.72 | 498, 0.72 | 509, 0.69 | 500, 0.71 | 485, 0.71 | 497, 0.68 | ||
BMI per 1 SD | < 1 cm | 25/ 76 | 0.74 (0.47,1.16) | 0.74 (0.47,1.16) | 0.71 (0.45,1.12) | |||
1–2 cm | 51/ 116 | 0.71 (0.48,1.05) | 0.70 (0.48,1.04) | 0.68 (0.46,1.00) | ||||
≥ 2 cm | 65/ 49 | 0.95 (0.64,1.40) | 0.97 (0.66,1.42) | 1.01 (0.71,1.46) | ||||
P = 0.54 | P = 0.47 | P = 0.27 | ||||||
DA per adjusted 1SD | < 1 cm | 1.49 (0.92,2.42) | 1.55 (0.97,2.50) | 1.52 (0.94,2.46) | 1.58 (0.99,2.54) | |||
1–2 cm | 1.26 (0.88,1.80) | 1.27 (0.89,1.82) | 1.29 (0.91,1.83) | 1.31 (0.92,1.86) | ||||
≥ 2 cm | 2.02 (1.39,2.94) | 2.12 (1.46,3.07) | 2.04 (1.41,2.95) | 2.16 (1.50,3.10) | ||||
P = 0.16 | P = 0.12 | P = 0.18 | P = 0.12 | |||||
PDA per adjusted 1SD | < 1 cm | 1.75 (1.08,2.82) | 1.81 (1.12,2.93) | |||||
1–2 cm | 1.48 (1.01,2.15) | 1.54 (1.07,2.22) | ||||||
≥ 2 cm | 2.67 (1.77,4.03) | 2.70 (1.80,4.06) | ||||||
P = 0.07 | P = 0.09 | |||||||
NDA per adjusted 1SD | < 1 cm | 0.75 (0.50,1.13) | 0.73 (0.49,1.10) | |||||
1–2 cm | 0.74 (0.53,1.02) | 0.72 (0.52,0.99) | ||||||
≥ 2 cm | 0.49 (0.30,0.81) | 0.49 (0.30,0.81) | ||||||
P = 0.33 | P = 0.37 | |||||||
Nodal Status | ||||||||
BIC, AUC | 481, 0.72 | 475, 0.71 | 487, 0.68 | 475, 0.71 | 469, 0.69 | 480, 0.66 | ||
BMI per 1 SD | Positive | 65/ 39 | 0.58 (0.38,0.90) | 0.61 (0.41,0.93) | 0.64 (0.42,0.97) | |||
Negative | 71/ 190 | 1.04 (0.81,1.35) | 1.04 (0.81,1.35) | 1.02 (0.79,1.32) | ||||
P = 0.02 | P = 0.03 | P = 0.06 | ||||||
DA per adjusted 1SD | Positive | 1.75 (1.18,2.58) | 1.97 (1.33,2.91) | 1.60 (1.09,2.36) | 1.77 (1.22,2.55) | |||
Negative | 1.48 (1.12,1.95) | 1.49 (1.13,1.96) | 1.47 (1.12,1.94) | 1.48 (1.13,1.95) | ||||
P = 0.48 | P = 0.23 | P = 0.71 | P = 0.43 | |||||
PDA per adjusted 1SD | Positive | 2.47 (1.63,3.74) | 2.19 (1.46,3.28) | |||||
Negative | 1.71 (1.28,2.30) | 1.70 (1.27,2.28) | ||||||
P = 0.13 | P = 0.29 | |||||||
NDA per adjusted 1SD | Positive | 0.44 (0.27,0.70) | 0.45 (0.28,0.74) | |||||
Negative | 0.73 (0.56,0.95) | 0.74 (0.57,0.96) | ||||||
P = 0.05 | P = 0.07 |