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. Author manuscript; available in PMC: 2023 Jan 1.
Published in final edited form as: Cancer Epidemiol Biomarkers Prev. 2022 Jul 1;31(7):1313–1323. doi: 10.1158/1055-9965.EPI-21-1249

Table 2.

Multivariable-adjusted association between body mass index (BMI) and mammographic density (MD)a by race and ethnicity, stratified by age at mammogram

BMI (kg/m2) All
(n=160,804)
AIAN
(n=631)
Asian
(n=1,828)
Black
(n=821)
Hispanic
(n=8,791)
NHPI
(n=271)
White
(n=148,462)
Low
MD
(n)
High MD
(n)
RR
(95% CI)
Low
MD
(n)
High
MD
(n)
RR (95% CI) Low
MD
(n)
High
MD
(n)
RR
(95% CI)
Low
MD
(n)
High
MD
(n)
RR
(95% CI)
Low
MD
(n)
High
MD
(n)
RR
(95% CI)
Low
MD
(n)
High
MD
(n)
RR
(95% CI)
Low
MD
(n)
High
MD
(n)
RR (95% CI)
Full cohort b
<25 27,429 47,253 (ref) 88 171 (ref) 268 1,175 (ref) 95 200 (ref) 1,189 2,657 (ref) 17 55 (ref) 25,772 42,995 (ref)
≥25-<30 30,502 21,105 0.68
(0.68, 0.69)
112 92 0.70
(0.59, 0.84)
132 173 0.71
(0.65, 0.79)
156 115 0.64
(0.55, 0.74)
1,558 1,443 0.71
(0.68, 0.74)
38 43 0.70
(0.55, 0.89)
28,506 19,239 0.68
(0.67, 0.69)
≥30 25,461 9,054 0.43
(0.42, 0.44)
130 38 0.35
(0.26, 0.46)
48 32 0.52
(0.39, 0.68)
187 68 0.40
(0.32, 0.50)
1,333 611 0.47
(0.44, 0.50)
85 33 0.38
(0.28, 0.52)
23,678 8,272 0.43
(0.42, 0.44)
p-trend <0.001 <0.001 <0.001 <0.001 <0.001 <0.001 <0.001
p-heterogeneityc 0.12
Ages <45 d
<25 5,493 17,652 (ref) 26 65 (ref) 60 488 (ref) 20 79 (ref) 389 1,269 (ref) * 24 (ref) 4,993 15,727 (ref)
≥25-<30 5,250 5,811 0.69
(0.68, 0.71)
24 30 0.80
(0.61, 1.06)
23 68 0.83
(0.73, 0.94)
32 56 0.80
(0.66, 0.97)
483 625 0.74
(0.69, 0.78)
* 19 0.80
(0.59, 1.07)
4,681 5,013 0.68
(0.67, 0.70)
≥30 4,975 2,388 0.43
(0.41, 0.44)
29 16 0.50
(0.33, 0.76)
* * 0.56
(0.34, 0.94)
46 27 0.46
(0.33, 0.63)
426 243 0.47
(0.42, 0.52)
29 * 0.34
(0.21, 0.54)
4,438 2,082 0.42
(0.41, 0.44)
p-trend <0.001 0.016 0.002 <0.001 <0.001 0.004 <0.001
p-heterogeneityc 0.009
Ages 45 to <55 b
<25 7,730 16,752 (ref) 27 63 (ref) 80 445 (ref) 34 74 (ref) 461 1057 (ref) * * (ref) 7,121 15,091 (ref)
≥25-<30 8,623 7,613 0.70
(0.68, 0.71)
35 44 0.80
(0.63, 1.02)
51 59 0.63
(0.53, 0.75)
62 37 0.56
(0.43, 0.75)
634 611 0.71
(0.66, 0.75)
* * 0.69
(0.46, 1.03)
7,829 6,846 0.70
(0.68, 0.71)
≥30 8,241 3,460 0.44
(0.43, 0.45)
57 * 0.27
(0.16, 0.45)
22 15 0.47
(0.31, 0.70)
73 27 0.39
(0.28, 0.56)
553 273 0.48
(0.43, 0.53)
29 16 0.44
(0.28, 0.70)
7,507 3,116 0.44
(0.42, 0.45)
p-trend <0.001 <0.001 <0.001 <0.001 <0.001 0.015 <0.001
p-heterogeneityc 0.14
Ages ≥55 b
<25 14,206 12,849 (ref) 35 43 (ref) 128 242 (ref) 41 47 (ref) 339 331 (ref) * * (ref) 13,658 12,177 (ref)
≥25-<30 16,629 7,681 0.67
(0.66, 0.69)
53 18 0.44
(0.27, 0.70)
58 46 0.68
(0.55, 0.86)
62 22 0.47
(0.32, 0.70)
441 207 0.64
(0.56, 0.74)
19 * 0.45
(0.21, 0.98)
15,996 7,380 0.67
(0.66, 0.69)
≥30 12,245 3,206 0.44
(0.42, 0.45)
44 * 0.30
(0.16, 0.55)
* * 0.55
(0.33, 0.91)
68 14 0.30
(0.18, 0.51)
354 95 0.42
(0.35, 0.51)
27 * 0.24
(0.09, 0.64)
11,733 3,074 0.44
(0.42, 0.45)
p-trend <0.001 <0.001 <0.001 <0.001 <0.001 0.08 <0.001
p-heterogeneityc 0.24

Abbreviations: AIAN=non-Hispanic American Indian or Alaska Native; Asian=non-Hispanic Asian; Black=non-Hispanic Black; NHPI=non-Hispanic Native Hawaiian or Pacific Islander; White=non-Hispanic White

*

Consistent with Utah Population Database confidentiality policies, we have masked low counts (n<11) and any counts that could be used to re-create the low counts.

a

Low MD is defined as BI-RADS A or B, and high MD defined as BI-RADS C or D.

b

Multivariable models are adjusted for age (continuous), education (less than high school or high school diploma, more than high school, missing), parity (0 births in Utah, 1 birth in Utah, 2+ births in Utah, parous with number of births not known), and hormone therapy (HT) use (never, past, current). The model for the full population, “All,” is additionally adjusted for the combined race and ethnicity variable.

c

The test for heterogeneity is a likelihood ratio test comparing models with and without interaction terms between the combined race and ethnicity variable and BMI.

d

Multivariable models are adjusted for age (continuous), education (less than high school or high school diploma, more than high school, missing), and parity (0 births in Utah, 1 birth in Utah, 2+ births in Utah, parous with number of births not known). The model for the full population, “All,” is additionally adjusted for the combined race and ethnicity variable.