| Literature DB >> 31727127 |
Lauren C Houghton1, Seungyoun Jung2, Rebecca Troisi3, Erin S LeBlanc4, Linda G Snetselaar5, Nola M Hylton6, Catherine Klifa7, Linda Van Horn8, Kenneth Paris9, John A Shepherd10, Robert N Hoover2, Joanne F Dorgan3.
Abstract
BACKGROUND: Earlier age at onset of pubertal events and longer intervals between them (tempo) have been associated with increased breast cancer risk. It is unknown whether the timing and tempo of puberty are associated with adult breast density, which could mediate the increased risk.Entities:
Keywords: Breast cancer; Breast density; Puberty
Mesh:
Year: 2019 PMID: 31727127 PMCID: PMC6857297 DOI: 10.1186/s13058-019-1209-x
Source DB: PubMed Journal: Breast Cancer Res ISSN: 1465-5411 Impact factor: 6.466
Fig. 1Pubertal and breast density risk factors for breast cancer across the life course. Thelarche and pubarche mark the onset of breast development and pubic hair growth, respectively. Menarche is the onset of menstruation. The age at onset determines the pubertal timing of these events, and the time between these events is known as pubertal tempo
Characteristics of DISC participants in childhood and as young adults
| Number | Mean | SD | Percentage | |
|---|---|---|---|---|
| Child characteristics | ||||
| Race/ethnicity | ||||
| White | 164 | 90 | ||
| Other | 18 | 10 | ||
| Age at baseline, years | 182 | 9.13 | 0.59 | |
| BMI | 182 | 0.23 | 0.90 | |
| Age at thelarche, years | 170 | 10.59 | 1.09 | |
| Age at pubarche, years | 173 | 10.97 | 1.19 | |
| Age at menarche, years | 182 | 12.90 | 1.26 | |
| Adult characteristics | ||||
| Age at follow-up, years | 182 | 27.17 | 1.02 | |
| BMI, kg/m2 | 182 | 25.39 | 5.36 | |
| DXA % body fat, % | 176 | 35.41 | 8.82 | |
| Exogenous hormone use | ||||
| Never | 11 | 6 | ||
| Former | 66 | 36 | ||
| Current | 105 | 58 | ||
| Duration of hormone use, years | 171 | 5.6 | 3.5 | |
| Parous (vs nulliparous) | 53/182 | 29 | ||
| Education | ||||
| Graduate degree | 25 | 14 | ||
| Bachelor’s degree | 95 | 52 | ||
| Some college or less | 62 | 34 | ||
| Ever smokers (vs never-smokers) | 82/182 | 45 | ||
| Breast density measures | ||||
| Percent dense breast volume (%) | 182 | 27.6 | 20.5 | |
| Absolute dense breast volume (cm3) | 182 | 104.2 | 70.6 | |
| Absolute non-dense breast volume (cm3) | 182 | 413.3 | 364.3 | |
Geometric mean (95% confidence interval (CI)) from mixed-effect regression models for each pubertal factor in relation to percent dense breast volume (%DBV)
| Pubertal characteristic | Model 1 | Model 2 | Model 3 |
|---|---|---|---|
| Age at thelarche, years | |||
| 8.7 to < 9.9 | 19.56 (15.62–24.48) | 18.74 (16.93–20.76) | 20.83 (18.42–23.57) |
| 9.9 to < 10.4 | 19.36 (14.15–26.48) | 19.06 (16.24–22.36) | 19.50 (16.36–23.24) |
| 10.4 to < 11.1 | 16.27 (12.01–22.05) | 18.36 (14.54–23.19) | 17.79 (14.15–22.38) |
| 11.1+ | 19.90 (12.41–31.91) | 18.72 (13.55–25.86) | 17.04 (13.28–21.86) |
| 0.56 | 0.94 | 0.04 | |
| Age at pubarche, years | |||
| 8.6 to < 10.3 | 22.08 (18.18–26.81) | 19.04 (16.9–21.45) | 20.84 (18.2–23.86) |
| 10.3 to < 10.9 | 17.31 (12.27–24.42) | 16.88 (11.9–23.94) | 16.97 (12.21–23.57) |
| 10.9 to < 11.5 | 16.20 (13.84–18.98) | 17.51 (14.91–20.56) | 17.73 (14.81–21.23) |
| 11.5+ | 19.72 (13.74–28.32) | 21.66 (18.25–25.71) | 19.47 (17.38–21.83) |
| 0.87 | 0.39 | 0.64 | |
| Age at menarche, years | |||
| 10 to < 12.2 | 16.89 (13.04–21.87) | 15.96 (13.28–19.19) | 17.10 (14.15–20.66) |
| 12.2 to < 12.8 | 14.38 (12.03–17.19) | 15.39 (11.53–20.54) | 16.38 (12.4–21.65) |
| 12.8 to < 13.4 | 19.98 (15.19–26.27) | 22.90 (20.37–25.75) | 21.65 (19.36–24.21) |
| 13.4+ | 25.96 (17.03–39.56) | 21.76 (16.41–28.86) | 20.18 (15.66–25.99) |
| 0.03 | 0.01 | 0.13 | |
| Thelarche-to-menarche tempo, years | |||
| < 1.6 | 13.90 (10.23–18.88) | 15.45 (14.08–16.95) | 15.55 (13.85–17.47) |
| 1.6 to < 2.3 | 19.91 (16.02–24.76) | 18.88 (16.17–22.04) | 19.49 (16.89–22.5) |
| 2.3 to < 2.9 | 18.90 (13.14–27.18) | 18.47 (15.77–21.62) | 18.38 (15.7–21.51) |
| 2.9+ | 24.85 (16.51–37.40) | 22.55 (17.8–28.56) | 21.84 (18.18–26.24) |
| 0.01 | 0.004 | 0.007 | |
| Pubarche-to-menarche tempo, years | |||
| < 1.1 | 14.40 (10.03–20.66) | 15.9 (12.23–20.68) | 16.23 (12.3–21.41) |
| 1.1 to < 1.7 | 17.16 (13.85–21.26) | 18.69 (16.16–21.61) | 18.40 (16.82–20.14) |
| 1.7 to < 2.6 | 16.68 (11.20–24.85) | 17.85 (13.7–23.25) | 17.87 (13.88–23.02) |
| 2.6+ | 29.09 (25.22–33.56) | 22.80 (20.25–25.68) | 22.66 (20.79–24.7) |
| < 0.001 | 0.06 | 0.06 | |
Model 1 is unadjusted
Model 2 adjusts for the following variables as fixed effects: adult covariates, including parity (nulliparous vs parous), duration of hormone use (years, continuous), education (some college or less (reference), bachelor degree, graduate degree), race (white vs. non-white), smoking status (never vs ever), whole-body percent fat measured by DXA (%, continuous), and height (continuous). Clinic included as a random effect
Model 3 adjusts for the same factors in model 2, and in addition, BMI at 8–10 years of age expressed as a z-score relative to CDC 2000 Growth Charts (continuous)
Geometric mean (95% confidence interval (CI)) from mixed-effect regression models, stratified by median of thelarche, menarche, and thelarche-to-menarche tempo in relation to percent dense breast volume (%DBV)
| Number | Mean (95% confidence interval) | ||
|---|---|---|---|
| Thelarche effect | |||
| Early menarche/short tempo | 62 | 15.73 (14.3–17.30) | Reference |
| Early menarche/long tempo | 29 | 18.84 (17.05–20.81) | 0.01 |
| Late menarche/short tempo | 29 | 21.33 (18.99–23.97) | < 0.001 |
| Late menarche/long tempo | 62 | 20.88 (17.49–24.92) | < 0.001 |
| Menarche effect | |||
| Early thelarche/short tempo | 29 | 20.47 (16.18–25.91) | Reference |
| Early thelarche/long tempo | 62 | 19.81 (17.49–22.44) | 0.82 |
| Late thelarche/short tempo | 62 | 16.34 (14.64–18.23) | 0.11 |
| Late thelarche/long tempo | 29 | 20.40 (16.52–25.20) | 0.98 |
The means and 95% confidence intervals are generated from stratified models including the same covariates included in model 3 of Table 2. The following variables were adjusted as fixed effects: adult covariates, including parity (nulliparous vs parous), duration of hormone use (years, continuous), education (some college or less (reference), bachelor degree, graduate degree), race (white vs. non-white), smoking status (never vs ever), and whole-body percent fat measured by DXA (%, continuous), height (continuous), and BMI at 8–10 years of age expressed as a z-score relative to CDC 2000 Growth Charts. Clinic was adjusted for as a random effect