Background
Methods
Patient selection
Statistical analyses
Results
Patient demographics
Variable | Before PSM | After PSM | ||||
---|---|---|---|---|---|---|
None (n = 3770) | PTR (n = 552) | P value | None (n = 720) | PTR (n = 240) | P value | |
Age (years) | 66.7 ± 11.3 | 64.6 ± 10.5 | < 0.001 | 67.4 ± 11.1 | 67.2 ± 10.2 | 0.777 |
Sex | 0.510 | 0.911 | ||||
Female | 1887 (50.1%) | 268 (48.6%) | 361 (50.1%) | 122 (50.8%) | ||
Male | 1883 (49.9%) | 284 (51.4%) | 359 (49.9%) | 118 (49.2%) | ||
Race | 0.528 | 0.161 | ||||
White | 2968 (78.7%) | 445 (80.6%) | 563 (78.2%) | 197 (82.1%) | ||
Black | 463 (12.3%) | 59 (10.7%) | 93 (12.9%) | 20 (8.3%) | ||
Other | 339 (9.0%) | 48 (8.7%) | 64 (8.9%) | 23 (9.6%) | ||
Primary tumor site in pancreas | < 0.001 | 0.463 | ||||
Head | 2672 (70.9%) | 438 (79.3%) | 501 (69.6%) | 173 (72.1%) | ||
Body and tail | 1080 (28.6%) | 116 (19.2%) | 219 (30.4%) | 67 (27.9%) | ||
Tumor size (mm) | 41.0 ± 15.4 | 38.5 ± 16.3 | < 0.001 | 44.9 ± 16.7 | 45.6 ± 18.6 | 0.558 |
Tumor differentiation | < 0.001 | 0.197 | ||||
I | 178 (4.7%) | 52 (9.4%) | 57 (7.9%) | 17 (7.1%) | ||
II | 402 (10.7%) | 223 (40.4%) | 153 (21.2%) | 56 (23.3%) | ||
III | 421 (11.2%) | 163 (29.5%) | 168 (23.3%) | 53 (22.1%) | ||
IV | 26 (0.7%) | 3 (0.5%) | 1 (0.1%) | 3 (1.2%) | ||
Chemotherapy | 0.272 | 0.228 | ||||
No/unknown | 2960 (78.5%) | 422 (76.4%) | 608 (84.4%) | 194 (80.8%) | ||
Yes | 810 (21.5%) | 130 (23.6%) | 112 (15.6%) | 46 (19.2%) |
Multivariable analyses
OS | DSS | |||||
---|---|---|---|---|---|---|
Number | HR (95%CI) | P value | Number | HR (95% CI) | P value | |
Non-adjusted | 4322 | 0.61 (0.55, 0.68) | < 0.001 | 4055 | 0.60 (0.54, 0.66) | < 0.001 |
Multivariable adjusted model* | 4322 | 0.59 (0.53, 0.66) | < 0.001 | 4055 | 0.57 (0.51, 0.65) | < 0.001 |
Matched on propensity score | 960 | 0.59 (0.50, 0.69) | < 0.001 | 960 | 0.57 (0.47, 0.67) | < 0.001 |
Regression adjusted with propensity score | ||||||
Propensity score, continuous | 4322 | 0.61 (0.55, 0.67) | < 0.001 | 4055 | 0.61 (0.54, 0.68) | < 0.001 |
Propensity score, quintile | 4322 | 0.62 (0.56, 0.69) | < 0.001 | 4055 | 0.60 (0.53, 0.67) | < 0.001 |
Instrumental variable analysis
OS (n = 4322) | DSS (n = 4055) | |||||
---|---|---|---|---|---|---|
HR | 95% CI | P-value | HR | 95% CI | P-value | |
PTR vs. none | 0.741 | 0.342, 1.607 | 0.448 | 0.862 | 0.384–1.935 | 0.719 |
Age, years | 1.013 | 1.010–1.017 | < 0.001 | 1.015 | 1.011–1.018 | < 0.001 |
Sex, male vs. female | 1.112 | 1.043–1.187 | 0.001 | 1.104 | 1.032–1.180 | 0.004 |
Race | ||||||
Black vs. White | 1.080 | 0.974–1.197 | 0.146 | 1.085 | 0.974–1.209 | 0.137 |
Other vs. White | 0.978 | 0.872–1.097 | 0.700 | 0.990 | 0.878–1.116 | 0.871 |
Primary tumor site in pancreas | ||||||
Body vs. head | 0.955 | 0.874–1.045 | 0.317 | 0.954 | 0.870–1.046 | 0.314 |
Tail vs. head | 1.051 | 0.886–1.246 | 0.570 | 0.994 | 0.829–1.191 | 0.948 |
Tumor size, cm | 1.003 | 1.001–1.005 | < 0.001 | 1.004 | 1.002–1.007 | < 0.001 |
Tumor differentiation | ||||||
II vs. I | 1.157 | 0.981–1.366 | 0.084 | 1.196 | 1.005–1.424 | 0.044 |
III vs. I | 1.575 | 1.334–1.860 | < 0.001 | 1.628 | 1.368–1.938 | < 0.001 |
IV vs. I | 1.806 | 1.181–2.762 | 0.006 | 1.811 | 1.171–2.799 | 0.008 |
Year of diagnosis, 2010–2014 vs. 2004–2009 | 0.987 | 0.981–0.994 | < 0.001 | 0.984 | 0.977–0.990 | < 0.001 |
Subgroup analyses
No chemotherapy or unknown | Chemotherapy | |
---|---|---|
OS | ||
Non-adjusted | 0.58 (0.51, 0.65) < 0.001 | 0.67 (0.55, 0.81) < 0.001 |
Adjusted | ||
Traditional regression model | 0.58 (0.51, 0.66) < 0.001 | 0.61 (0.48, 0.76) < 0.001 |
2SRI IV model | 1.27 (0.51, 3.13) 0.610 | 0.43 (0.09, 2.15) 0.304 |
DSS | ||
Non-adjusted | 0.55 (0.49, 0.63) < 0.001 | 0.67 (0.55, 0.82) < 0.001 |
Adjusted | ||
Traditional regression model | 0.56 (0.49, 0.64) < 0.001 | 0.61 (0.48, 0.77) < 0.001 |
2SRI IV model | 1.31 (0.51, 3.34) 0.573 | 0.56 (0.10, 3.14) 0.508 |
Pancreatic head | Pancreatic body | Pancreatic tail | |
---|---|---|---|
OS | |||
Non-adjusted | 0.60 (0.54, 0.67) < 0.001 | 0.48 (0.35, 0.66) < 0.001 | 0.81 (0.57, 1.17) 0.264 |
Adjusted | |||
Traditional regression model | 0.58 (0.51, 0.66) < 0.001 | 0.55 (0.39, 0.76) < 0.001 | 0.54 (0.35, 0.86) 0.009 |
2SRI IV model | 0.43 (0.12, 1.48) 0.181 | 0.39 (0.01, 18.80) 0.637 | 1.57 (0.01, 217.96) 0.858 |
DSS | |||
Non-adjusted | 0.58 (0.52, 0.66) < 0.001 | 0.48 (0.34, 0.66) < 0.001 | 0.85 (0.58, 1.24) 0.392 |
Adjusted | |||
Traditional regression model | 0.57 (0.50, 0.64) < 0.001 | 0.53 (0.37, 0.75) < 0.001 | 0.53 (0.32, 0.87) 0.013 |
2SRI IV model | 0.72 (0.20, 2.62) 0.614 | 0.44 (0.01, 24.44) 0.689 | 0.90 (0.00, 203.30) 0.970 |