TABLE 3.
Univariate | Multivariable | |||
---|---|---|---|---|
Characteristic | Beta (95% CI) | p | Beta (95% CI) | p |
Age | 0.4 (0.2–0.5) | < 0.001 | 0.3 (0.1–0.5) | 0.005* |
Baseline BMI | 0.4 (0.1–0.6) | 0.008 | 0.4 (0.1–0.7) | 0.022 |
Dominant arm affected | −2.8 (−5.9–0.4) | 0.088 | ||
Race | 0.6 | |||
White | — | |||
Asian | 0.19 (−4.8–5.2) | |||
Black | 1.7 (−2.5–6.0) | |||
Hispanic | −4.6 (−12–3.0) | |||
Other/unknown | −3.8 (−13–5.9) | |||
Clinical T stage | 0.2 | |||
1 | — | |||
2 | −0.01 (−4.3–4.2) | |||
3 | −2.3 (−7.5–2.9) | |||
4 | 4.2 (−1.2–9.5) | |||
Unknown | 4.1 (−9.4–18) | |||
Clinical N stage | 0.045 | |||
0 | — | — | 0.444 | |
1 | −2.8 (−6.3–0.78) | −5.4 (−12.3–1.5) | ||
2 | −5.2 (−16–5.4) | −7.0 (−21.5–7.5) | ||
3 | −8.4 (−14– −2.4) | −7.3 (−18.0–3.3) | ||
Histology | 0.4 | |||
Ductal | — | |||
Lobular or mixed | −0.16 (−4.8–4.4) | |||
Other | 8.5 (−3.9–21) | |||
Subtype | 0.2 | |||
HR+/HER2– | — | |||
HER2+ | −3.4 (−7.4–0.54) | |||
HR–/HER2– | 0.05 (−5.0–5.1) | |||
Type of surgery | 0.6 | |||
Breast-conserving surgery | — | |||
Mastectomy | −1.0 (−4.7–2.7) | |||
Reconstruction | 0.039 | |||
No reconstruction | — | |||
Flap | −1.2 (−7.1–4.7) | |||
Tissue expander | −5.2 (−9.5– −0.93) | |||
Neoadjuvant chemotherapy | −3.4 (−6.8–0.0) | 0.05 | 0.5 (−6.3–7.3) | 0.883 |
No. lymph nodes removed | −0.05 (−0.27–0.17) | 0.6 | ||
No. positive lymph nodes | −0.10 (−0.38–0.19) | 0.5 | ||
Relative volume change | −0.13 (−0.40–0.14) | 0.3 | ||
Baseline psychological QOL | 0.30 (0.20–0.41) | < 0.001 | 0.3 (0.1–0.5) | 0.001 * |
Change in BMI | 0.13 (−0.42–0.68) | 0.6 | ||
Radiotherapy | −0.37 (−7.0–6.2) | > 0.9 | ||
Nodal radiotherapy | −0.41 (−6.8–5.9) | > 0.9 | ||
Referral to lymphedema therapy | −7.0 (−10– −3.8) | < 0.001 | −5.8 (−10.0– −1.7) | 0.006 * |
Time | 0.2 | |||
6 months | — | |||
12 months | 0.4 (−3.5–4.3) | |||
18 months | 1.8 (−2.7–6.4) | |||
24 months | 4.8 (−0.01–9.6) |
Statistically significant p−value < 0.0167 as calculated using the Bonferroni correction for multiple comparison adjustment
QOL quality of life, CI confidence interval, BMI body mass index, HR hormone receptor