| Literature DB >> 30693271 |
Mudit Chowdhary1, Anna Lee2, Sarah Gao3, Dian Wang1, Parul N Barry1, Roberto Diaz4, Neeti R Bagadiya5, Henry S Park3, James B Yu3, Lynn D Wilson3, Meena S Moran3, Susan A Higgins3, Christin A Knowlton3, Kirtesh R Patel3.
Abstract
Background: Limited data exists demonstrating the clinical benefit of proton radiotherapy (PRT) in breast cancer. Using the National Cancer Database, we evaluated predictors associated with PRT use for patients with breast cancer. An exploratory analysis also investigates the impact of PRT on overall survival (OS).Entities:
Keywords: breast cancer; overall survival; patterns of care; proton; radiotherapy
Year: 2019 PMID: 30693271 PMCID: PMC6339938 DOI: 10.3389/fonc.2018.00678
Source DB: PubMed Journal: Front Oncol ISSN: 2234-943X Impact factor: 6.244
Figure 1Consort Diagram for selection of patient cohort.
Univariate and multi-variate regression analysis to identify factors that predict for utilization of protons, relative to non-protons, in breast cancer patients.
| ≤ 65 | 1 | – | – | |
| >65 | 0.92 (0.79–1.06) | 0.236 | – | – |
| White | 1 | 1 | ||
| Black | 0.57 (0.44–0.75) | < 0.001 | 0.80 (0.58–1.09) | 0.150 |
| Other | 1.73 (1.37–2.18) | < 0.001 | 0.79 (0.61–1.02) | 0.071 |
| None | 1 | – | – | |
| Private | 1.64 (0.90–2.98) | 0.106 | – | – |
| Medicaid | 1.39 (0.72–2.67) | 0.326 | – | – |
| Medicare | 1.35 (0.74–2.48) | 0.325 | – | – |
| Other govt/unknown | 1.12 (0.52–2.44) | 0.772 | – | – |
| 0 | 1 | 1 | ||
| 1 | 0.58 (0.45–0.76) | < 0.001 | 0.74 (0.57–0.97) | 0.028 |
| ≥2 | 1.01 (0.65–1.57) | 0.981 | 1.20 (0.75–1.92) | 0.458 |
| Non-academic | 1 | 1 | ||
| Academic | 1.74 (1.52–2.00) | < 0.001 | 2.50 (2.15–2.90) | < 0.001 |
| < $38,000 | 1 | 1 | ||
| $38,000–$47,999 | 1.06 (0.81–1.39) | 0.691 | 0.85 (0.64–1.14) | 0.286 |
| $48,000–$62,999 | 0.97 (0.74–1.26) | 0.803 | 0.66 (0.50–0.88) | 0.005 |
| ≥$63,000 | 2.10 (1.67–2.65) | < 0.001 | 1.28 (0.99–1.66) | 0.061 |
| Northeast | 1 | 1 | ||
| Midwest | 1.06 (0.77–1.44) | 0.733 | 1.31 (0.95–1.80) | 0.097 |
| South | 1.50 (1.14–1.99) | 0.004 | 2.01 (1.50–2.70) | < 0.001 |
| West | 9.79 (7.67–12.49) | < 0.001 | 12.43 (9.62–16.05) | < 0.001 |
| Metropolitan | 1 | 1 | ||
| Urban | 0.35 (0.26–0.49) | < 0.001 | 0.55 (0.39–0.78) | 0.001 |
| Rural | 0.52 (0.25–1.10) | 0.089 | 0.98 (0.46–2.08) | 0.955 |
| > = 13% | 1 | – | – | |
| < 13% | 0.90 (0.79–1.03) | 0.132 | – | – |
| Right | 1 | 1 | ||
| Left | 1.15 (1.01–1.32) | 0.035 | 1.21 (1.05–1.39) | 0.010 |
| pT0-pT1 | 1 | 1 | ||
| pT2-pT4 | 0.88 (0.76–1.02) | 0.092 | 0.79 (0.66–0.96) | 0.015 |
| pN0 | 1 | – | – | |
| pN1 | 0.88 (0.74–1.05) | 0.152 | – | – |
| pN2-pN3 | 1.11 (0.90–1.36) | 0.326 | – | – |
| 0–I | 1 | – | – | |
| II–III | 0.92 (0.80–1.06) | 0.228 | – | – |
| ER– | 1 | 1 | ||
| ER+ | 1.36 (1.10–1.69) | 0.005 | 1.59 (1.20–2.09) | 0.001 |
| Borderline/Unknown | 3.46 (2.70–4.42) | < 0.001 | 2.97 (2.18–4.06) | < 0.001 |
| No | 1 | 1 | ||
| Yes | 0.89 (0.78–1.02) | 0.093 | 0.89 (0.75–1.05) | 0.174 |
| No | 1 | 1 | ||
| Yes | 0.75 (0.65–0.87) | < 0.001 | 0.70 (0.59–0.84) | < 0.001 |
| Breast conservation | 1 | 1 | ||
| Mastectomy | 1.21 (1.04–1.42) | 0.016 | 1.47 (1.20–1.81) | < 0.001 |
| No | 1 | – | – | |
| Yes | 1.08 (0.93–1.27) | 0.314 | – | – |
| 2004–2006 | 1 | 1 | ||
| 2007–2008 | 0.47 (0.37–0.59) | < 0.001 | 0.57 (0.44–0.75) | < 0.001 |
| 2009–2010 | 0.23 (0.17–0.30) | < 0.001 | 0.30 (0.22–0.42) | < 0.001 |
| 2011–2012 | 0.33 (0.26–0.41) | < 0.001 | 0.44 (0.34–0.57) | < 0.001 |
| 2013–2014 | 0.84 (0.72–0.99) | 0.035 | 1.08 (0.88–1.33) | 0.465 |
ER, estrogen receptor.
Figure 2Kaplan-Meier survival analysis of breast cancer patients receiving adjuvant proton and non-proton radiotherapy.
Multivariable Analysis for overall survival in non-metastatic breast cancer patients treated with adjuvant radiation therapy.
| Photons | 1 | ||
| Protons | 0.85 (0.68–1.07) | 0.168 | |
| ≤ 65 | 1 | ||
| >65 | 1.90 (1.86–1.94) | < 0.001 | |
| White | 1 | ||
| Black | 1.16 (1.14–1.19) | < 0.001 | |
| Other | 0.77 (0.74–0.80) | < 0.001 | |
| None | 1 | ||
| Private | 0.69 (0.66–0.73) | < 0.001 | |
| Medicaid | 1.05 (0.99–1.11) | 0.111 | |
| Medicare | 1.01 (0.96–1.07) | 0.621 | |
| Other | 0.82 (0.77–0.88) | < 0.001 | |
| 0 | 1 | ||
| 1 | 1.40 (1.37–1.43) | < 0.001 | |
| ≥2 | 2.12 (2.05–2.20) | < 0.001 | |
| Non-academic | 1 | ||
| Academic | 0.87 (0.86–0.89) | < 0.001 | |
| < $38,000 | 1 | ||
| $38,000–$47,999 | 0.98 (0.96–1.01) | 0.151 | |
| $48,000–$62,999 | 0.92 (0.90–0.94) | < 0.001 | |
| ≥$63,000 | 0.80 (0.78–0.82) | < 0.001 | |
| Northeast | 1 | ||
| Midwest | 1.06 (1.04–1.09) | < 0.001 | |
| South | 1.08 (1.06–1.10) | < 0.001 | |
| West | 0.88 (0.86–0.91) | < 0.001 | |
| Metropolitan | 1 | ||
| Urban | 0.96 (0.94–0.98) | < 0.001 | |
| Rural | 0.87 (0.83–0.92) | < 0.001 | |
| ≥13% | 1 | ||
| < 13% | 0.99 (0.98–1.01) | 0.477 | |
| Right | 1 | ||
| Left | 1.01 (1.00–1.03) | 0.070 | |
| pT0 | 1 | ||
| pTis | 0.70 (0.60–0.80) | < 0.001 | |
| pT1 | 0.67 (0.61–0.74) | < 0.001 | |
| pT2 | 0.90 (0.82–1.00) | 0.039 | |
| pT3 | 1.12 (1.02–1.24) | 0.022 | |
| pT4 | 1.52 (1.37–1.68) | < 0.001 | |
| pN0 | 1 | ||
| pN1 | 1.33 (1.30–1.37) | < 0.001 | |
| pN2 | 1.84 (1.75–1.92) | < 0.001 | |
| pN3 | 2.69 (2.57–2.82) | < 0.001 | |
| 0 | 1 | ||
| I | 1.73 (1.50–2.00) | < 0.001 | |
| II | 2.20 (1.91–2.53) | < 0.001 | |
| III | 2.37 (2.03–2.75) | < 0.001 | |
| ER– | 1 | ||
| ER+ | 0.69 (0.67–0.70) | < 0.001 | |
| Borderline/Unknown | 0.74 (0.72–0.76) | < 0.001 | |
| No | 1 | ||
| Yes | 0.69 (0.67–0.70) | < 0.001 | |
| No | 1 | ||
| Yes | 0.64 (0.63–0.66) | < 0.001 | |
| Breast Conservation | 1 | ||
| Mastectomy | 1.35 (1.32–1.38) | < 0.001 | |
| 2004–2006 | 1 | ||
| 2007–2008 | 1.06 (1.04–1.08) | < 0.001 | |
| 2009–2010 | 0.86 (0.84–0.88) | < 0.001 | |
| 2011–2012 | 0.74 (0.72–0.76) | < 0.001 | |
| 2013–2014 | 0.74 (0.71–0.77) | < 0.001 | |
ER, estrogen receptor.
Multi-variate analysis examining the effect of protons, relative to non-protons, on overall survival.
| Laterality | Left sided | 0.78 | 0.57–1.08 | 0.140 |
| Right sided | 0.93 | 0.68–1.28 | 0.671 | |
| Quadrant location | Inner | 0.60 | 0.28–1.25 | 0.173 |
| Outer | 0.48 | 0.15–1.48 | 0.199 | |
| Type of surgery | Mastectomy | 0.79 | 0.60–1.04 | 0.095 |
| Breast conservation | 1.03 | 0.69–1.54 | 0.886 | |
| Nodal status | Node positive | 1.07 | 0.77–1.50 | 0.680 |
| Node Negative | 0.75 | 0.55–1.02 | 0.066 | |
| N2-N3 status | Positive | 1.04 | 0.65–1.65 | 0.880 |
| Negative | 0.81 | 0.63–1.05 | 0.118 | |
| Type of radiation | Breast and Lymph nodes | 0.94 | 0.61–1.44 | 0.767 |
| Breast only | 0.82 | 0.63–1.07 | 0.143 |
Patients are also stratified into subgroups that are likely at risk for higher heart doses. The first listed variable is the subgroup at more risk.