Abstract
Objectives
Methods
Results
Conclusions
Keywords
Introduction
Surveillance Epidemiology and End Results Program. Previous version: SEER cancer statistics review, 1975-2013. http://seer.cancer.gov/csr/1975_2013/. Accessed November 10, 2016.
- Gomez D.R.
- Blumenschein Jr., G.R.
- Lee J.J.
- et al.
Materials and Methods
Patient Selection
Patient Cohorts and Variables
Statistical Analysis
Ridgeway G, McCaffrey D, Griffin BA, and Burgette L. twang: toolkit for weighting and analysis of non-equivalent groups. http://cran.rproject.org/web/packages/twang/vignettes/twang.pdf. Accessed November 23, 2016.
Results
Population and Patterns of Care
Characteristic | No RT (n =7274) | RT <5040 cGy (n = 2983) | RT ≥5040 cGy (n = 2426) | Total (N = 12,683) |
---|---|---|---|---|
Age, y, n (%) | ||||
≤49 | 789 (11) | 317 (11) | 205 (8) | 1311 (10) |
50–64 | 3286 (45) | 1283 (43) | 1048 (43) | 5617 (44) |
65–79 | 2770 (38) | 1117 (37) | 993 (41) | 4880 (38) |
≥ 80 | 429 (6) | 266 (9) | 180 (7) | 875 (7) |
Sex, n (%) | ||||
Male | 6194 (85) | 2454 (82) | 1963 (81) | 10611 (84) |
Female | 1080 (15) | 529 (18) | 463 (19) | 2072 (16) |
Race, n (%) | ||||
Non-Hispanic white | 6286 (86) | 2445 (82) | 1938 (80) | 10669 (84) |
Non-Hispanic black | 544 (7) | 341 (11) | 312 (13) | 1197 (9) |
Hispanic | 257 (4) | 108 (4) | 94 (4) | 459 (4) |
Other | 187 (3) | 89 (3) | 82 (3) | 358 (3) |
County size, n (%) | ||||
Metropolitan | 5648 (78) | 2292 (77) | 1841 (76) | 9781 (77) |
Urban | 1159 (16) | 499 (17) | 432 (18) | 2090 (16) |
Rural | 144 (2) | 70 (2) | 53 (2) | 267 (2) |
Unknown | 323 (4) | 122 (4) | 100 (4) | 545 (4) |
Facility type, n (%) | ||||
Non-academic | 4276 (60) | 2031 (69) | 1688 (70) | 7995 (63) |
Academic | 2873 (40) | 914 (31) | 709 (30) | 4496 (35) |
Facility location, n (%) | ||||
New England | 475 (7) | 179 (6) | 167 (7) | 821 (6) |
Mid-Atlantic region | 1331 (18) | 409 (14) | 367 (15) | 2107 (17) |
South Atlantic region | 1393 (19) | 601 (20) | 470 (19) | 2464 (19) |
Midwest | 3002 (41) | 1254 (42) | 1006 (41) | 5262 (41) |
Mountain region | 286 (4) | 145 (5) | 118 (5) | 549 (4) |
Pacific region | 662 (9) | 357 (12) | 269 (11) | 1288 (10) |
Unknown | 125 (2) | 38 (1) | 29 (1) | 192 (2) |
Insurance status, n (%) | ||||
Commercial insurance | 3075 (42) | 1129 (38) | 956 (39) | 5160 (41) |
Medicare | 2972 (41) | 1329 (45) | 1103 (45) | 5404 (43) |
Medicaid | 517 (7) | 272 (9) | 192 (8) | 981 (8) |
Uninsured | 301 (4) | 148 (5) | 91 (4) | 540 (4) |
Other government insurance | 71 (1) | 66 (2) | 43 (2) | 180 (1) |
Unknown | 338 (5) | 39 (1) | 41 (2) | 418 (3) |
Educational attainment, n (%) | ||||
≥29% | 1023 (14) | 483 (16) | 386 (16) | 1892 (15) |
20%–28.9% | 1573 (22) | 711 (24) | 588 (24) | 2872 (23) |
14%–19.9% | 1810 (25) | 737 (25) | 573 (24) | 3120 (25) |
<14% | 2516 (35) | 933 (31) | 766 (32) | 4215 (33) |
Unknown | 352 (5) | 119 (4) | 113 (5) | 584 (5) |
Income, n (%) | ||||
<$30,000 | 848 (12) | 398 (13) | 350 (14) | 1596 (13) |
$30,000–$35,000 | 1247 (17) | 549 (18) | 447 (18) | 2243 (18) |
$35,000–$45,999 | 1936 (27) | 878 (29) | 658 (27) | 3472 (27) |
>$46,000 | 2891 (40) | 1039 (35) | 858 (35) | 4788 (38) |
Unknown | 352 (5) | 119 (4) | 113 (5) | 584 (5) |
Charlson/Deyo comorbidity score, n (%) | ||||
0 | 5676 (78) | 2331 (78) | 1920 (79) | 9927 (78) |
1 | 1241 (17) | 524 (18) | 397 (16) | 2162 (17) |
≥2 | 357 (5) | 128 (4) | 109 (4) | 594 (5) |
Histologic subtype, n (%) | ||||
Squamous cell carcinoma | 1353 (19) | 815 (27) | 865 (36) | 3033 (24) |
Adenocarcinoma | 5460 (75) | 1982 (66) | 1463 (60) | 8905 (70) |
Unknown | 461 (6) | 186 (6) | 98 (4) | 745 (6) |
T stage | ||||
T1 | 696 (10) | 182 (6) | 159 (7) | 1037 (8) |
T2 | 325 (4) | 217 (7) | 226 (9) | 768 (6) |
T3 | 1301 (18) | 885 (30) | 859 (35) | 3045 (24) |
T4 | 1094 (15) | 474 (16) | 364 (15) | 1932 (15) |
Unknown | 3858 (53) | 1225 (41) | 818 (34) | 5901 (47) |
N stage, n (%) | ||||
Node negative | 1088 (15) | 464 (16) | 417 (17) | 1969 (16) |
Node positive | 4091 (56) | 1856 (62) | 1604 (66) | 7551 (60) |
Unknown | 2095 (29) | 663 (22) | 405 (17) | 3163 (25) |
Treatment year, n (%) | ||||
2004 | 574 (8) | 298 (10) | 267 (11) | 1139 (9) |
2005 | 572 (8) | 288 (10) | 246 (10) | 1106 (9) |
2006 | 662 (9) | 282 (9) | 290 (12) | 1234 (10) |
2007 | 763 (10) | 333 (11) | 292 (12) | 1388 (11) |
2008 | 799 (11) | 328 (11) | 290 (12) | 1417 (11) |
2009 | 957 (13) | 361 (12) | 269 (11) | 1587 (13) |
2010 | 931 (13) | 382 (13) | 285 (12) | 1598 (13) |
2011 | 1000 (14) | 323 (11) | 262 (11) | 1585 (12) |
2012 | 1016 (14) | 388 (13) | 225 (9) | 1629 (13) |
Characteristic | Patients Treated with RT ≥5040 cGy | Univariable Analysis | Multivariable Analysis | ||
---|---|---|---|---|---|
OR (95% CI) | p Value | OR (95% CI) | p Value | ||
Age, y | |||||
≤49 | 16% | — | — | — | — |
50–64 | 19% | 1.07 (0.95–1.21) | 0.27 | 1.00 (0.88–1.15) | 0.91 |
65–79 | 20% | 1.15 (1.02–1.30) | 0.026 | 1.08 (0.91–1.27) | 0.36 |
≥80 | 21% | 1.57 (1.32–1.87) | <0.001 | 1.55 (1.26–1.92) | <0.001 |
Sex | |||||
Male | 18% | — | — | — | — |
Female | 22% | 1.29 (1.17–1.42) | <0.001 | 1.1 (0.99–1.22) | 0.077 |
Race | |||||
Non-Hispanic white | 18% | — | — | — | — |
Non-Hispanic black | 26% | 1.72 (1.53–1.94) | <0.001 | 1.34 (1.16–1.56) | <0.001 |
Hispanic | 20% | 1.13 (0.93–1.36) | 0.21 | 1.10 (0.89–1.35) | 0.41 |
Other | 23% | 1.31 (1.06–1.62) | 0.012 | 1.19 (0.94–1.50) | 0.16 |
County size | |||||
Metropolitan | 19% | — | — | — | — |
Urban | 21% | 1.10 (1.00–1.21) | 0.055 | 1.01 (0.90–1.12) | 0.92 |
Rural | 20% | 1.17 (0.91–1.49) | 0.21 | 1.03 (0.79–1.34) | 0.86 |
Unknown | 18% | 0.94 (0.79–1.12) | 0.48 | 1.03 (0.81–1.32) | 0.76 |
Facility type | |||||
Non-academic | 21% | — | — | — | — |
Academic | 16% | 0.65 (0.60–0.70) | <0.001 | 0.63 (0.58–0.68) | <0.001 |
Facility location | |||||
New England | 20% | — | — | — | — |
Mid-Atlantic region | 17% | 0.80 (0.68–0.94) | 0.008 | 0.88 (0.74–1.05) | 0.17 |
South Atlantic region | 19% | 1.06 (0.90–1.24) | 0.51 | 0.94 (0.80–1.12) | 0.56 |
Midwest | 19% | 1.03 (0.89–1.20) | 0.66 | 1.10 (0.94–1.29) | 0.20 |
Mountain region | 21% | 1.26 (1.02–1.57) | 0.036 | 1.44 (1.14–1.81) | 0.001 |
Pacific region | 21% | 1.30 (1.09–1.55) | 0.004 | 1.25 (1.04–1.51) | 0.013 |
Unknown | 15% | 0.74 (0.53–1.02) | 0.066 | ||
Insurance status | |||||
Commercial insurance | 19% | — | — | — | — |
Medicare | 20% | 1.21 (1.12–1.30) | <0.001 | 1.04 (0.92–1.16) | 0.60 |
Medicaid | 20% | 1.32 (1.15–1.52) | <0.001 | 1.16 (1.00–1.35) | 0.056 |
Uninsured | 17% | 1.17 (0.98–1.40) | 0.083 | 1.06 (0.87–1.29) | 0.54 |
Other government insurance | 24% | 2.26 (1.67–3.08) | <0.001 | 2.15 (1.56–2.96) | <0.001 |
Unknown | 10% | 0.35 (0.27–0.45) | <0.001 | 0.38 (0.29–0.50) | <0.001 |
Educational attainment | |||||
≥29% | 20% | — | — | — | — |
20%–28.9% | 20% | 0.97 (0.87–1.09) | 0.64 | 1.07 (0.93–1.23) | 0.35 |
14%–19.9% | 18% | 0.85 (0.76–0.96) | 0.006 | 0.98 (0.84–1.13) | 0.73 |
<14% | 18% | 0.79 (0.71–0.89) | <0.001 | 0.94 (0.80–1.11) | 0.466 |
Unknown | 19% | 0.78 (0.64–0.94) | 0.008 | 0.84 (0.64–1.1) | 0.195 |
Income | |||||
<$30,000 | 22% | — | — | — | — |
$30,000–$35,000 | 20% | 0.91 (0.80–1.03) | 0.13 | 0.95 (0.82–1.10) | 0.48 |
$35,000–$45,999 | 19% | 0.90 (0.80–1.01) | 0.081 | 1.00 (0.86–1.17) | 0.99 |
>$46,000 | 18% | 0.74 (0.66–0.83) | <0.001 | 0.92 (0.78–1.09) | 0.32 |
Unknown | 19% | 0.75 (0.62–0.91) | 0.003 | ||
Charlson/Deyo comorbidity score | |||||
0 | 19% | — | — | — | — |
1 | 18% | 0.99 (0.90–1.09) | 0.85 | 0.96 (0.87–1.06) | 0.42 |
≥2 | 18% | 0.89 (0.75–1.05) | 0.16 | 0.84 (0.70–1.01) | 0.071 |
Histologic subtype | |||||
Squamous cell carcinoma | 29% | — | — | — | — |
Adenocarcinoma | 16% | 0.51 (0.47–0.55) | <0.001 | 0.57 (0.51–0.63) | <0.001 |
Unknown | 13% | 0.50 (0.42–0.58) | <0.001 | 0.54 (0.46–0.65) | <0.001 |
T stage | |||||
T1 | 15% | — | — | — | — |
T2 | 29% | 2.78 (2.30–3.38) | <0.001 | 2.77 (2.27–3.39) | <0.001 |
T3 | 28% | 2.74 (2.36–3.18) | <0.001 | 2.95 (2.53–3.46) | <0.001 |
T4 | 19% | 1.56 (1.34–1.83) | <0.001 | 1.47 (1.25–1.74) | <0.001 |
Unknown | 14% | 1.08 (0.94–1.24) | 0.28 | 1.17 (1.01–1.36) | 0.036 |
N stage | |||||
Node negative | 21% | — | — | — | — |
Node positive | 21% | 1.04 (0.95–1.15) | 0.30 | 0.96 (0.86–1.07) | 0.40 |
Unknown | 13% | 0.63 (0.56–0.71) | 0.019 | 0.73 (0.64–0.83) | 0.030 |
Treatment year | |||||
2004 | 23% | — | — | — | — |
2005 | 22% | 0.95 (0.80–1.12) | 0.53 | 0.91 (0.76–1.08) | 0.292 |
2006 | 24% | 0.88 (0.75–1.03) | 0.11 | 0.83 (0.70–0.99) | 0.038 |
2007 | 21% | 0.83 (0.71–0.97) | 0.022 | 0.78 (0.66–0.92) | 0.003 |
2008 | 20% | 0.79 (0.67–0.92) | 0.003 | 0.70 (0.59–0.83) | <0.001 |
2009 | 17% | 0.67 (0.57–0.78) | <0.001 | 0.61 (0.52–0.72) | <0.001 |
2010 | 18% | 0.73 (0.62–0.85) | <0.001 | 0.66 (0.56–0.78) | <0.001 |
2011 | 17% | 0.59 (0.51–0.69) | <0.001 | 0.54 (0.46–0.64) | <0.001 |
2012 | 14% | 0.61 (0.53–0.71) | <0.001 | 0.54 (0.46–0.64) | <0.001 |

OS
Characteristic | Covariate Adjusted | Propensity Score–Weighted | ||
---|---|---|---|---|
HR (95% CI) | p Value | HR (95% CI) | p Value | |
Radiation dose | ||||
No RT | — | — | — | — |
<5040 | 1.07 (1.02–1.12) | 0.004 | 1.10 (1.07–1.13) | <0.001 |
≥5040 cGy | 0.72 (0.68–0.75) | <0.001 | 0.72 (0.70–0.74) | <0.001 |
Age, y | ||||
≤49 | — | — | ||
50–64 | 1.00 (0.93–1.07) | 0.99 | ||
65–79 | 0.99 (0.91–1.07) | 0.71 | ||
≥80 | 1.22 (1.10–1.35) | <0.001 | ||
Sex | ||||
Male | — | — | ||
Female | 0.92 (0.87–0.96) | <0.001 | ||
Race | ||||
Non-Hispanic white | — | — | ||
Non-Hispanic black | 0.93 (0.86–1.00) | 0.044 | ||
Hispanic | 0.78 (0.70–0.87) | <0.001 | ||
Other | 0.88 (0.78–0.99) | 0.037 | ||
County size | ||||
Metropolitan | — | — | ||
Urban | 1.01 (0.96–1.07) | 0.67 | ||
Rural | 0.95 (0.83–1.08) | 0.42 | ||
Unknown | 1.02 (0.90–1.15) | 0.77 | ||
Facility type | ||||
Nonacademic | — | — | ||
Academic | 0.92 (0.88–0.96) | <0.001 | ||
Facility location | ||||
New England | — | — | ||
Mid-Atlantic region | 0.96 (0.88–1.05) | 0.38 | ||
South Atlantic region | 1.05 (0.96–1.14) | 0.29 | ||
Midwest | 1.05 (0.97–1.13) | 0.22 | ||
Mountain region | 1.02 (0.91–1.15) | 0.71 | ||
Pacific region | 1.00 (0.91–1.09) | 0.92 | ||
Insurance status | ||||
Commercial insurance | — | — | ||
Medicare | 1.09 (1.03–1.16) | 0.002 | ||
Medicaid | 1.20 (1.11–1.30) | <0.001 | ||
Uninsured | 1.17 (1.06–1.29) | 0.001 | ||
Other government insurance | 1.03 (0.88–1.20) | 0.76 | ||
Unknown | 0.95 (0.85–1.06) | 0.37 | ||
Educational attainment | ||||
≥29% | — | — | ||
20%–28.9% | 0.96 (0.90–1.03) | 0.28 | ||
14%–19.9% | 0.97 (0.90–1.05) | 0.46 | ||
<14% | 1.00 (0.93–1.08) | 0.97 | ||
Unknown | 1.01 (0.89–1.15) | 0.89 | ||
Income | ||||
<$30,000 | — | — | ||
$30,000–$35,000 | 0.97 (0.90–1.05) | 0.44 | ||
$35,000–$45,999 | 0.96 (0.89–1.04) | 0.34 | ||
>$46,000 | 0.95 (0.87–1.03) | 0.21 | ||
Unknown | ||||
Charlson/Deyo comorbidity score | ||||
0 | — | — | ||
1 | 1.15 (1.09–1.21) | <0.001 | ||
≥2 | 1.33 (1.22–1.45) | <0.001 | ||
Histologic subtype | ||||
Squamous cell carcinoma | — | — | ||
Adenocarcinoma | 0.99 (0.94–1.04) | 0.73 | ||
Unknown | 1.25 (1.15–1.36) | <0.001 | ||
T stage | ||||
T1 | — | — | ||
T2 | 0.87 (0.79–0.96) | 0.006 | ||
T3 | 0.92 (0.85–0.99) | 0.023 | ||
T4 | 1.13 (1.04–1.22) | 0.004 | ||
Unknown | 1.05 (0.98–1.13) | 0.17 | ||
N stage | ||||
Node negative | — | — | ||
Node positive | 1.06 (1.01–1.12) | 0.025 | ||
Unknown | 1.10 (1.03–1.17) | <0.001 | ||
Treatment year | ||||
2004 | — | — | ||
2005 | 1.01 (0.93–1.10) | 0.84 | ||
2006 | 0.90 (0.83–0.98) | 0.013 | ||
2007 | 0.92 (0.85–0.99) | 0.037 | ||
2008 | 0.89 (0.82–0.96) | 0.003 | ||
2009 | 0.86 (0.79–0.93) | <0.001 | ||
2010 | 0.84 (0.77–0.91) | <0.001 | ||
2011 | 0.80 (0.74–0.87) | <0.001 | ||
2012 | 0.84 (0.78–0.91) | <0.001 |

RT and Dose | Patient Survival Time | |||
---|---|---|---|---|
Patients Surviving at Least 3 mo | ||||
Univariable Analysis | Multivariable Analysis | |||
HR (95% CI) | p Value | HR (95% CI) | p Value | |
No RT | — | — | — | — |
<5040 cGy | 1.15 (1.10–1.21) | <0.001 | 1.14 (1.09–1.20) | <0.001 |
≥5040 cGy | 0.81 (0.77–0.85) | <0.001 | 0.82 (0.77–0.86) | <0.001 |
Patients surviving at least 6 mo | ||||
Univariable analysis | Multivariable analysis | |||
No RT | — | — | — | — |
<5040 cGy | 1.11 (1.05–1.17) | <0.001 | 1.11 (1.05–1.18) | <0.001 |
≥5040 cGy | 0.81 (0.77–0.86) | <0.001 | 0.83 (0.78–0.88) | <0.001 |
Patients surviving at least 12 mo | ||||
Univariable analysis | Multivariable analysis | |||
No RT | — | — | — | — |
<5040 cGy | 0.99 (0.91–1.08) | 0.87 | 1.03 (0.94–1.13) | 0.53 |
≥5040 cGy | 0.80 (0.74–0.87) | <0.001 | 0.85 (0.78–0.92) | <0.001 |
Discussion
- Penniment M.G.
- Harvey J.A.
- Wong R.
- et al.
Acknowledgment
Supplementary Data
- Supplementary Figures 1 and 2 and Supplementary Table 1
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Footnotes
Disclosure: Dr. Metz has consultant positions with Varian Medical Systems and IBA. The remaining authors declare no conflict of interest.
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