| Literature DB >> 34889947 |
Eric Anderson1, Alexis LeVee2, Sungjin Kim3, Katelyn Atkins1, Michelle Guan2, Veronica Placencio-Hickok2, Natalie Moshayedi2, Andrew Hendifar2, Arsen Osipov2, Alexandra Gangi4, Miguel Burch4, Kevin Waters5, May Cho6, Samuel Klempner7, Joseph Chao8, Mitchell Kamrava1, Jun Gong2.
Abstract
Importance: Treatment of resectable gastric cancer (RGC) uses a multimodal approach, including surgical treatment and chemotherapy with or without radiation therapy, and the optimal treatment strategy and timing of each of these modalities is unknown. Objective: To investigate the association of various neoadjuvant and adjuvant treatment modalities with pathologic complete response (pCR), surgical margin status (SMS), and overall survival (OS) in RGC. Design, Setting, and Participants: For this comparative effectiveness study, the National Cancer Database was interrogated to identify patients with RGC diagnosed from 2004 to 2015. Patients with gastric adenocarcinoma that was cT2-T4b, any N, and M0 and who underwent definitive surgical treatment were included. Main Outcomes and Measures: The association of 9 treatment groups (ie, neoadjuvant chemoradiation only [nCRT], neoadjuvant chemotherapy only, adjuvant chemotherapy only [aCT], adjuvant chemoradiation only [aCRT], neoadjuvant chemotherapy and adjuvant radiation, chemotherapy with timing unknown [CTTU], chemoradiation therapy with timing unknown, radiation therapy with timing unknown (RTTU), and no perioperative therapy [NT]) with 3 end points (ie, pCR, SMS, and OS) was analyzed. The analysis was done using logistic regression and Cox proportional hazards models with adjustment for baseline characteristics. Data were analyzed from September 2019 through February 2020.Entities:
Mesh:
Year: 2021 PMID: 34889947 PMCID: PMC8665367 DOI: 10.1001/jamanetworkopen.2021.38432
Source DB: PubMed Journal: JAMA Netw Open ISSN: 2574-3805
Patient Baseline Demographic, Clinical, and Tumor Characteristics
| Variable | Patients, No. (%) | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Total (N = 3064) | nCT (n = 641) | nCRT (n = 85) | aCT (n = 353) | aCRT (n = 658) | nCTaRT (n = 112) | CTTU (n = 540) | CRTTU (n = 51) | RTTU (n = 23) | NT (n = 601) | ||
| Age, median (IQR), y | 68 (57-77) | 63 (53-71) | 63 (54-72) | 67 (55-76) | 64 (54-72) | 57 (50-65) | 75 (64.5-82) | 66 (54-72) | 61 (50-71) | 76 (66-83) | <.001 |
| Sex | |||||||||||
| Women | 1300 (42.43) | 264 (41.19) | 34 (40) | 137 (38.81) | 278 (42.25) | 49 (43.75) | 239 (44.26) | 17 (33.33) | 8 (34.78) | 274 (45.59) | .43 |
| Men | 1764 (57.57) | 377 (58.81) | 51 (60) | 216 (61.19) | 380 (57.75) | 63 (56.25) | 301 (55.74) | 34 (66.67) | 15 (65.22) | 327 (54.41) | |
| Race and ethnicity (combined) | |||||||||||
| Black | 634 (20.69) | 126 (19.66) | 20 (23.53) | 74 (20.96) | 161 (24.47) | 32 (28.57) | 109 (20.19) | 10 (19.61) | 2 (8.70) | 101 (16.81) | <.001 |
| White | 1498 (48.89) | 308 (48.05) | 51 (60) | 157 (44.48) | 275 (41.79) | 42 (37.5) | 303 (56.11) | 23 (45.1) | 8 (34.78) | 330 (54.91) | |
| Other | 932 (30.42) | 207 (32.29) | 14 (16.47) | 122 (34.56) | 222 (33.74) | 38 (33.93) | 128 (23.7) | 18 (35.29) | 13 (56.52) | 170 (28.29) | |
| Insurance type | |||||||||||
| Medicaid | 274 (8.94) | 64 (9.98) | 6 (7.06) | 34 (9.63) | 70 (10.64) | 18 (16.07) | 30 (5.56) | 6 (11.76) | 2 (8.70) | 43 (7.15) | <.001 |
| Medicare | 1650 (53.85) | 262 (40.87) | 36 (42.35) | 179 (50.71) | 304 (46.2) | 28 (25.00) | 382 (70.74) | 30 (58.82) | 8 (34.78) | 421 (70.05) | |
| Not insured | 157 (5.12) | 32 (4.99) | 3 (3.53) | 28 (7.93) | 47 (7.14) | 8 (7.14) | 17 (3.15) | 2 (3.92) | 2 (8.70) | 18 (3.00) | |
| Other government insurance | 30 (0.98) | 7 (1.09) | 3 (3.53) | 2 (0.57) | 5 (0.76) | 1 (0.89) | 6 (1.11) | 0 | 0 | 5 (0.83) | |
| Private | 953 (31.1) | 276 (43.06) | 36 (42.35) | 111 (31.44) | 232 (35.26) | 56 (50) | 105 (19.44) | 13 (25.49) | 11 (47.83) | 114 (18.97) | |
| Income, $/y | |||||||||||
| <30 000 | 511 (16.68) | 92 (14.35) | 9 (10.59) | 59 (16.71) | 109 (16.57) | 19 (16.96) | 104 (19.26) | 17 (33.33) | 3 (13.04) | 100 (16.64) | .02 |
| 30 000-34 999 | 481 (15.70) | 96 (14.98) | 16 (18.82) | 53 (15.01) | 104 (15.81) | 12 (10.71) | 76 (14.07) | 7 (13.73) | 3 (13.04) | 115 (19.13) | |
| 35 000-45 999 | 823 (26.86) | 156 (24.34) | 23 (27.06) | 93 (26.35) | 185 (28.12) | 41 (36.61) | 151 (27.96) | 14 (27.45) | 6 (26.09) | 153 (25.46) | |
| ≥46 000 | 1248 (40.73) | 297 (46.33) | 37 (43.53) | 149 (42.21) | 260 (39.51) | 40 (35.71) | 209 (38.70) | 12 (23.53) | 11 (47.83) | 233 (38.77) | |
| Education level, % | |||||||||||
| <14 | 989 (32.29) | 239 (37.29) | 31 (36.47) | 109 (30.88) | 188 (28.57) | 36 (32.14) | 182 (33.7) | 9 (17.65) | 8 (34.78) | 187 (31.11) | .07 |
| 14 to <20 | 629 (20.51) | 127 (19.81) | 17 (20) | 80 (22.66) | 134 (20.36) | 17 (15.18) | 107 (19.81) | 11 (21.57) | 2 (8.7) | 134 (22.3) | |
| 20 to <29 | 743 (24.24) | 148 (23.09) | 15 (17.65) | 91 (25.78) | 174 (26.44) | 29 (25.89) | 128 (23.7) | 9 (17.65) | 8 (34.78) | 141 (23.46) | |
| ≥29% or more | 703 (22.95) | 127 (19.81) | 21 (24.71) | 73 (20.68) | 163 (24.77) | 29 (25.89) | 123 (22.78) | 21 (41.18) | 5 (21.74) | 139 (23.13) | |
| Treatment site | |||||||||||
| Academic | 1660 (54.18) | 447 (69.73) | 53 (62.35) | 166 (47.03) | 321 (48.78) | 71 (63.39) | 276 (51.11) | 26 (50.98) | 10 (43.48) | 290 (48.25) | <.001 |
| Nonacademic | 1404 (45.82) | 194 (30.27) | 32 (37.65) | 187 (52.97) | 337 (51.22) | 42 (37.50) | 264 (48.89) | 25 (49.02) | 13 (56.52) | 311 (51.75) | |
| Geographic location | |||||||||||
| Midwest | 603 (19.68) | 124 (19.34) | 21 (24.71) | 65 (18.41) | 128 (19.45) | 18 (16.07) | 113 (20.93) | 5 (9.80) | 1 (4.35) | 126 (20.97) | <.001 |
| Northeast | 879 (28.69) | 224 (34.95) | 14 (16.47) | 90 (25.50) | 177 (26.9) | 27 (24.11) | 157 (29.07) | 18 (35.29) | 7 (30.43) | 165 (27.45) | |
| South | 1042 (34.01) | 190 (29.64) | 36 (42.35) | 131 (37.11) | 251 (38.15) | 44 (39.29) | 173 (32.04) | 8 (15.69) | 3 (13.04) | 205 (34.11) | |
| West | 540 (17.62) | 103 (16.07) | 13 (15.29) | 66 (18.70) | 102 (15.5) | 23 (20.54) | 97 (17.96) | 19 (37.25) | 11 (47.83) | 105 (17.47) | |
| AJCC T stage | |||||||||||
| T2 | 879 (28.69) | 150 (23.40) | 18 (21.18) | 89 (25.21) | 175 (26.60) | 26 (23.21) | 182 (33.70) | 10 (19.61) | 3 (13.04) | 227 (37.77) | <.001 |
| T3 | 1493 (48.73) | 378 (58.97) | 54 (63.53) | 166 (47.03) | 314 (47.72) | 66 (58.93) | 241 (44.63) | 27 (52.94) | 15 (65.22) | 233 (38.77) | |
| T4 | 692 (22.58) | 114 (17.78) | 14 (16.47) | 99 (28.05) | 168 (25.53) | 20 (17.86) | 118 (21.85) | 14 (27.45) | 5 (21.74) | 141 (23.46) | |
| Node positivity status | |||||||||||
| Negative | 1934 (63.12) | 286 (44.62) | 37 (43.53) | 226 (64.02) | 413 (62.77) | 53 (47.32) | 415 (76.85) | 31 (60.78) | 14 (60.87) | 459 (76.37) | <.001 |
| Positive | 1130 (36.88) | 355 (55.38) | 48 (56.47) | 127 (35.98) | 245 (37.23) | 59 (52.68) | 125 (23.15) | 20 (39.22) | 9 (39.13) | 142 (23.63) | |
| Specific location of tumor | |||||||||||
| Antrum | 1584 (51.7) | 292 (45.55) | 42 (49.41) | 200 (56.66) | 337 (51.22) | 56 (50.00) | 290 (53.70) | 31 (60.78) | 8 (34.78) | 330 (54.91) | <.001 |
| Body | 1090 (35.57) | 269 (41.97) | 32 (37.65) | 114 (32.29) | 216 (32.83) | 43 (38.39) | 192 (35.56) | 14 (27.45) | 12 (52.17) | 199 (33.11) | |
| Fundus | 167 (5.45) | 48 (7.49) | 12 (14.12) | 17 (4.82) | 24 (3.65) | 4 (3.57) | 28 (5.19) | 6 (11.76) | 1 (4.35) | 28 (4.66) | |
| Pylorus | 222 (7.25) | 32 (4.99) | 0 | 22 (6.23) | 81 (12.31) | 9 (8.04) | 31 (5.74) | 0 | 3 (13.04) | 44 (7.32) | |
| Stage | |||||||||||
| 1 | 680 (22.19) | 86 (13.42) | 8 (9.41) | 69 (19.55) | 131 (19.91) | 18 (16.07) | 162 (30.00) | 11 (21.57) | 3 (13.04) | 192 (31.95) | <.001 |
| 2 | 1539 (50.23) | 392 (61.15) | 51 (60.00) | 160 (45.33) | 313 (47.57) | 58 (51.79) | 285 (52.78) | 16 (31.37) | 11 (47.83) | 254 (42.26) | |
| 3 | 803 (26.21) | 161 (25.12) | 26 (30.59) | 114 (32.29) | 202 (30.70) | 35 (31.25) | 88 (16.30) | 22 (43.14) | 9 (39.13) | 146 (24.29) | |
| 4 | 42 (1.37) | 1 (0.16) | 0 | 10 (2.83) | 12 (1.82) | 1 (0.89) | 5 (0.93) | 2 (3.92) | 0 | 9 (1.50) | |
| CEA level | |||||||||||
| High (≥98 ng/mL) | 35 (1.14) | 11 (1.72) | 1 (1.18) | 3 (0.85) | 4 (0.61) | 1 (0.89) | 8 (1.48) | 0 | 0 | 7 (1.16) | .74 |
| Low (<98 ng/mL) | 3029 (98.86) | 630 (98.28) | 84 (98.82) | 350 (99.15) | 654 (99.39) | 111 (99.11) | 532 (98.52) | 51 (100) | 23 (100) | 594 (98.84) | |
| CA 19-9 level | |||||||||||
| High (≥98 ng/mL) | 341 (11.13) | 53 (8.27) | 7 (8.24) | 62 (17.56) | 69 (10.49) | 11 (9.82) | 60 (11.11) | 5 (9.80) | 3 (13.04) | 70 (11.65) | .40 |
| Low (<97.9 ng/mL) | 2723 (88.87) | 588 (91.73) | 78 (91.76.00) | 291 (82.44) | 589 (89.51) | 101 (90.18) | 480 (88.89) | 46 (90.20) | 20 (86.96) | 531 (88.35) | |
Abbreviations: aCT, adjuvant chemotherapy only; aCRT, adjuvant chemoradiation only; AJCC, American Joint Committee on Cancer; CA, carbohydrate antigen; CEA, carcinoembryonic antigen; CTTU, chemotherapy with timing unknown; CRTTU, chemoradiation therapy with timing unknown; nCRT, neoadjuvant chemoradiation only; nCT, neoadjuvant chemotherapy only; nCTaRT, neoadjuvant chemotherapy and adjuvant radiation; NT, no perioperative therapy; RTTU, radiation therapy with timing unknown.
SI conversion: To convert CEA level to micrograms per liter, multiply by 1.0.
P value is calculated by Kruskal-Wallis test for age; and χ2 test for categorical variables.
Missing data were imputed by multiple imputation using all variables listed in the table with logistic regression or polytomous logistic regression models as appropriate. χ2 statistics are pooled over imputed data.
The “other” race and ethnicity group was based on National Cancer Database classification, and specific groups included and reasons why race and ethnicity were combined were not provided.
Percentages are a measure of the number of adults in the patient's zip code who did not graduate from high school and are categorized as equally proportioned quartiles among all US zip codes. This measure of educational attainment for each patient's area of residence is estimated by matching patient zip code recorded at the time of diagnosis against files derived from year 2000 US Census data.
Univariate and Multivariable Logistic Regression Analyses for Estimators of Pathologic Complete Response
| Variable | Patients, No. | Univariate analysis | Multivariable analysis | ||
|---|---|---|---|---|---|
| OR (95% CI) | OR (95% CI) | ||||
| Treatment timeline group | <.001 | <.001 | |||
| nCRT | 78 | 64.91 (11.59-363.53) | <.001 | 59.55 (10.63-333.56) | <.001 |
| nCTaRT | 110 | 5.22 (0.54-50.95) | .16 | 4.96 (0.52-47.32) | .16 |
| CTTU | 510 | 1.87 (0.25-14.26) | .55 | 1.93 (0.26-14.22) | .52 |
| CRTTU | 48 | 3.93 (0.15-100.27) | .41 | 4.36 (0.18-106.46) | .37 |
| RTTU | 23 | 25.4 (2.48-260.71) | .007 | 29.96 (2.92-307.53) | .004 |
| nCT | 598 | 16.25 (3.11-84.95) | .001 | 14.60 (2.81-75.73) | .001 |
| NT | 572 | 1 [Reference] | NA | 1 [Reference] | NA |
| Comorbidities, No. | .24 | NA | |||
| 1 | 770 | 0.55 (0.24-1.25) | .16 | NA | NA |
| ≥2 | 267 | 0.45 (0.11-1.90) | .28 | ||
| 0 | 1890 | 1 [Reference] | NA | ||
| Grade | .64 | NA | |||
| 2 | 693 | 1.57 (0.20-12.10) | .67 | NA | NA |
| 3 | 2070 | 0.97 (0.13-7.19) | .97 | ||
| 4 | 67 | 1.31 (0.08-21.06) | .85 | ||
| 1 | 97 | 1 [Reference] | NA | ||
| AJCC T stage | .13 | .03 | |||
| T2 | 837 | 3.36 (0.98-11.55) | .06 | 3.70 (1.14-11.99) | .03 |
| T3 | 1432 | 2.55 (0.76-8.62) | .13 | 1.57 (0.51-4.86) | .43 |
| T4 | 658 | 1 [Reference] | NA | 1 [Reference] | NA |
| Node positivity | |||||
| Positive | 1082 | 3.22 (1.67-6.20) | <.001 | 2.03 (1.04-3.95) | .04 |
| Negative | 1845 | 1 [Reference] | NA | 1 [Reference] | NA |
| Specific location of tumor | .09 | NA | |||
| Fundus | 159 | 1.65 (0.78-3.49) | .19 | NA | NA |
| Body | 1034 | 3.44 (1.22-9.69) | .02 | ||
| Pylorus | 215 | 0.51 (0.07-3.79) | .51 | ||
| Antrum | 1519 | 1 [Reference] | NA | ||
| Stage | .49 | NA | |||
| 2 | 1477 | 1.82 (0.71-4.66) | .22 | NA | NA |
| 3 | 764 | 1.06 (0.34-3.32) | .92 | ||
| 4 | 39 | 0.00 (0.00-NA) | .99 | ||
| 1 | 647 | 1 [Reference] | NA | ||
| CEA level | |||||
| High (≥98 ng/mL) | 34 | 0.00 (0.00-NA) | .99 | NA | NA |
| Low (<97.9 ng/mL) | 2893 | 1 [Reference] | NA | ||
| CA 19-9 level | |||||
| High (≥98 ng/mL) | 329 | 0.74 (0.16-3.31) | .69 | NA | NA |
| Low (<97.9 ng/mL) | 2598 | 1 [Reference] | NA | ||
Abbreviations: AJCC, American Joint Committee on Cancer; CA, carbohydrate antigen; CEA, carcinoembryonic antigen; CTTU, chemotherapy with timing unknown; CRTTU, chemoradiation therapy with timing unknown; NA, not applicable; nCRT, neoadjuvant chemoradiation only; nCT, neoadjuvant chemotherapy only; nCTaRT, neoadjuvant chemotherapy and adjuvant radiation; NT, no perioperative therapy; OR, odds ratio; RTTU, radiation therapy with timing unknown.
SI conversion: To convert CEA level to micrograms per liter, multiply by 1.0.
1939 observations were used in the multivariable model.
Firth penalized maximum likelihood estimation was reported to decrease bias in the parameter estimates because quasicomplete separation of data points was observed owing to low pathologic complete response rates in most treatment groups.
Overall P value for a variable with more than 2 categories.
Dropped out of the model.
Missing data were imputed by multiple imputation using all variables listed in Table 1 with logistic regression or polytomous logistic regression models as appropriate.
Univariate and Multivariable Logistic Regression Analyses for Estimators of Surgical Margin Status
| Variable | Patients, No. | Univariate analysis | Multivariable analysis | ||
|---|---|---|---|---|---|
| OR (95% CI) | OR (95% CI) | ||||
| Treatment timeline group | <.001 | .002 | |||
| nCRT | 83 | 0.78 (0.39-1.55) | .48 | 0.68 (0.33-1.37) | .28 |
| aCT | 345 | 1.74 (1.25-2.43) | .001 | 1.46 (1.03-2.05) | .03 |
| aCRT | 649 | 1.31 (0.97-1.76) | .08 | 1.15 (0.85-1.57) | .36 |
| nCTaRT | 111 | 2.54 (1.61-4.01) | <.001 | 2.04 (1.27-3.26) | .003 |
| CTTU | 532 | 1.07 (0.78-1.48) | .66 | 1.15 (0.83-1.59) | .41 |
| CRTTU | 49 | 1.82 (0.92-3.61) | .09 | 1.44 (0.71-2.92) | .31 |
| RTTU | 23 | 0.64 (0.16-2.47) | .51 | 0.42 (0.10-1.86) | .26 |
| nCT | 631 | 0.91 (0.67-1.25) | .58 | 0.83 (0.60-1.15) | .26 |
| NT | 591 | 1 [Reference] | NA | 1 [Reference] | NA |
| Comorbidities, No. | .15 | NA | |||
| 1 | 798 | 1.00 (0.81-1.24) | .99 | NA | NA |
| ≥2 | 275 | 0.70 (0.49-1.01) | .06 | ||
| 0 | 1941 | 1 [Reference] | NA | ||
| Grade | <.001 | <.001 | |||
| 2 | 725 | 2.87 (0.92-9.00) | .07 | 2.78 (0.89-8.75) | .08 |
| 3 | 2117 | 6.57 (2.16-20.05) | <.001 | 6.20 (2.02-19.02) | .001 |
| 4 | 68 | 9.49 (2.76-32.59) | <.001 | 8.58 (2.49-29.63) | <.001 |
| 1 | 104 | 1 [Reference] | NA | 1 [Reference] | NA |
| AJCC T stage | <.001 | ||||
| T2 | 864 | 0.51 (0.38-0.70) | <.001 | NA | NA |
| T3 | 1469 | 0.58 (0.44-0.76) | <.001 | ||
| T4 | 681 | 1 [Reference] | NA | ||
| Node positivity | |||||
| Positive | 1114 | 1.27 (1.04-1.56) | .02 | NA | NA |
| Negative | 1900 | 1 [Reference] | NA | ||
| Specific location of tumor | .35 | NA | |||
| Fundus | 165 | 0.84 (0.67-1.06) | .15 | NA | NA |
| Body | 1074 | 0.71 (0.41-1.24) | .23 | ||
| Pylorus | 218 | 0.99 (0.65-1.51) | .97 | ||
| Antrum | 1557 | 1 [Reference] | NA | ||
| Stage | <.001 | <.001 | |||
| 2 | 1516 | 1.13 (0.83-1.54) | .45 | 1.10 (0.79-1.53) | .57 |
| 3 | 789 | 1.92 (1.37-2.69) | <.001 | 1.81 (1.27-2.58) | .001 |
| 4 | 41 | 1.94 (0.76-5.00) | .17 | 1.61 (0.61-4.19) | .33 |
| 1 | 668 | 1 [Reference] | NA | 1 [Reference] | NA |
| CEA level | |||||
| High (≥98 ng/mL) | 35 | 1.19 (0.47-3.00) | .71 | NA | NA |
| Low (<97.9 ng/mL) | 2979 | 1 [Reference] | NA | ||
| CA 19-9 level | |||||
| High (≥98 ng/mL) | 334 | 1.22 (0.85-1.75) | .27 | 1.25 (0.85-1.82) | .25 |
| Low (<97.9 ng/mL) | 2680 | 1 [Reference] | NA | 1 [Reference] | NA |
Abbreviations: aCT, adjuvant chemotherapy only; aCRT, adjuvant chemoradiation only; AJCC, American Joint Committee on Cancer; CA, carbohydrate antigen; CEA, carcinoembryonic antigen; CTTU, chemotherapy with timing unknown; CRTTU, chemoradiation therapy with timing unknown; NA, not applicable; nCRT, neoadjuvant chemoradiation only; nCT, neoadjuvant chemotherapy only; nCTaRT, neoadjuvant chemotherapy and adjuvant radiation; NT, no perioperative therapy; OR, odds ratio; RTTU, radiation therapy with timing unknown.
SI conversion: To convert CEA level to micrograms per liter, multiply by 1.0.
3014 observations were used in the multivariable model.
Overall P value for a variable with more than 2 categories.
Dropped out of the model.
Missing data were imputed by multiple imputation using all variables listed in Table 1 with logistic regression or polytomous logistic regression models as appropriate.
Figure. Kaplan-Meier Plot of Overall Survival by Treatment Group
Abbreviation: CRT, chemoradiation therapy; RT, radiation therapy.
Univariate and Multivariable Logistic Regression Analyses for Estimators of Overall Survival
| Variable | Patients, No. | Univariate analysis | Multivariable analysis | ||
|---|---|---|---|---|---|
| HR (95% CI) | HR (95% CI) | ||||
| Treatment timeline group | <.001 | <.001 | |||
| nCRT | 85 | 0.48 (0.35-0.66) | <.001 | 0.48 (0.35-0.66) | <.001 |
| aCT | 353 | 0.51 (0.43-0.61) | <.001 | 0.52 (0.43-0.62) | <.001 |
| aCRT | 658 | 0.55 (0.48-0.63) | <.001 | 0.55 (0.48-0.63) | <.001 |
| nCTaRT | 112 | 0.67 (0.52-0.87) | .002 | 0.67 (0.52-0.87) | .003 |
| CTTU | 540 | 0.41 (0.35-0.48) | <.001 | 0.41 (0.35-0.48) | <.001 |
| CRTTU | 50 | 0.62 (0.42-0.92) | .02 | 0.61 (0.41-0.91) | .016 |
| RTTU | 23 | 1.56 (0.95-2.58) | .08 | 1.55 (0.94-2.56) | .08 |
| nCT | 641 | 0.61 (0.53-0.71) | <.001 | 0.62 (0.54-0.71) | <.001 |
| NT | 599 | 1 [Reference] | NA | 1 [Reference] | NA |
| Age, y | 3061 | 1.00 (1.00-1.00) | .60 | NA | NA |
| Sex | NA | NA | |||
| Women | 1299 | 1.07 (0.98-1.18) | .15 | NA | NA |
| Men | 1762 | 1 [Reference] | NA | ||
| Race and ethnicity (combined) | .49 | NA | |||
| Black | 632 | 0.97 (0.86-1.10) | .68 | NA | NA |
| White | 1497 | 1 [Reference] | NA | ||
| Other | 932 | 0.93 (0.84-1.04) | .23 | ||
| Insurance type | .51 | NA | |||
| Medicaid | 274 | 0.98 (0.81-1.17) | .81 | NA | NA |
| Medicare | 1647 | 1.05 (0.94-1.17) | .36 | ||
| Other government insurance | 30 | 0.67 (0.37-1.21) | .18 | ||
| Not insured | 157 | 1.05 (0.83-1.32) | .69 | ||
| Private | 953 | 1 [Reference] | NA | ||
| Income, $/y | .95 | NA | |||
| 30 000-34 999 | 480 | 0.99 (0.84-1.18) | .95 | NA | NA |
| 35 000-45 999 | 823 | 0.99 (0.85-1.15) | .93 | ||
| ≥46 000 | 1247 | 1.03 (0.89-1.18) | .72 | ||
| <30 000 | 511 | 1 [Reference] | NA | ||
| Education level, % | .51 | NA | |||
| 14-19.9 | 628 | 0.95 (0.82-1.09) | .43 | NA | NA |
| 20-28.9 | 743 | 1.05 (0.93-1.20) | .43 | ||
| ≥29 | 701 | 0.97 (0.85-1.11) | .69 | ||
| <14% | 989 | 1 [Reference] | NA | ||
| Treatment site | |||||
| Academic (includes integrated network cancer programs) | 1659 | 0.95 (0.86-1.04) | .27 | NA | NA |
| Nonacademic | 1402 | 1 [Reference] | NA | ||
| Geographic location | .21 | NA | |||
| Midwest | 603 | 0.87 (0.75-1.01) | .06 | NA | NA |
| South | 1041 | 1.00 (0.89-1.13) | .94 | ||
| West | 539 | 0.98 (0.85-1.14) | .83 | ||
| Northeast | 878 | 1 [Reference] | NA | ||
| Residence area type | .62 | NA | |||
| Urban | 306 | 0.95 (0.80-1.11) | .51 | NA | NA |
| Rural | 44 | 1.15 (0.78-1.69) | .49 | ||
| Metro | 2711 | 1 [Reference] | NA | ||
| Distance between patient residence and hospital, mi | .53 | NA | |||
| 10-20 | 596 | 0.95 (0.84-1.08) | .49 | NA | NA |
| >20 to 50 | 421 | 0.88 (0.76-1.02) | .09 | ||
| >50 to 100 | 181 | 0.96 (0.78-1.18) | .71 | ||
| >100 | 122 | 0.92 (0.72-1.20) | .55 | ||
| <10 | 1741 | 1 [Reference] | NA | ||
| Year of diagnosis | |||||
| 2011-2014 | 2536 | 0.89 (0.79-1.01) | .07 | 0.89 (0.79-1.01) | .07 |
| 2004-2010 | 525 | 1 [Reference] | NA | 1 [Reference] | NA |
| Comorbidities, No. | .54 | NA | |||
| 1 | 804 | 1.06 (0.95-1.19) | .27 | NA | NA |
| ≥2 | 277 | 1.01 (0.85-1.20) | .92 | ||
| 0 | 1980 | 1 [Reference] | NA | ||
| Grade | .45 | NA | |||
| 2 | 737 | 0.93 (0.71-1.21) | .58 | NA | NA |
| 3 | 2153 | 0.87 (0.67-1.12) | .27 | ||
| 4 | 68 | 0.80 (0.52-1.21) | .29 | ||
| 1 | 103 | 1 [Reference] | NA | ||
| AJCC T stage | .76 | NA | |||
| T2 | 877 | 1.01 (0.86-1.20) | .88 | NA | NA |
| T3 | 1493 | 1.01 (0.87-1.17) | .94 | ||
| T4 | 691 | 1 [Reference] | NA | ||
| Node positivity | |||||
| Positive | 1128 | 1.00 (0.90-1.11) | .93 | NA | NA |
| Negative | 1933 | 1 [Reference] | NA | ||
| Specific location of tumor | .60 | NA | |||
| Fundus | 166 | 0.95 (0.75-1.20) | .65 | NA | NA |
| Body | 1089 | 1.06 (0.94-1.19) | .33 | ||
| Pylorus | 222 | 0.96 (0.77-1.18) | .67 | ||
| Antrum | 1584 | 1 [Reference] | NA | ||
| Stage | .77 | NA | |||
| 2 | 1537 | 0.99 (0.85-1.15) | .93 | NA | NA |
| 3 | 802 | 1.04 (0.88-1.23) | .65 | ||
| 4 | 42 | 0.89 (0.51-1.55) | .68 | ||
| 1 | 680 | 1 [Reference] | NA | ||
| CEA level | |||||
| High (≥98 ng/mL) | 34 | 0.72 (0.41-1.26) | .24 | NA | NA |
| Low (<97.9 ng/mL) | 3027 | 1 [Reference] | NA | ||
| CA 19-9 level | |||||
| High (≥98 ng/mL) | 339 | 1.05 (0.86-1.28) | .61 | NA | NA |
| Low (<97.9 ng/mL) | 2722 | 1 [Reference] | NA | ||
Abbreviations: aCT, adjuvant chemotherapy only; aCRT, adjuvant chemoradiation only; AJCC, American Joint Committee on Cancer; CA, carbohydrate antigen; CEA, carcinoembryonic antigen; CTTU, chemotherapy with timing unknown; CRTTU, chemoradiation therapy with timing unknown; HR, hazard ratio; NA, not applicable; nCRT, neoadjuvant chemoradiation only; nCT, neoadjuvant chemotherapy only; nCTaRT, neoadjuvant chemotherapy and adjuvant radiation; NT, no perioperative therapy; RTTU, radiation therapy with timing unknown.
SI conversion: To convert CEA level to micrograms per liter, multiply by 1.0.
3061 observations were used in the multivariable model.
Overall P value for a variable with more than 2 categories.
Hazard ratio for age is expressed as 1-unit increment.
Dropped out of the model.
Missing data were imputed by multiple imputation using all variables listed in Table 1 with logistic regression or polytomous logistic regression models as appropriate.
The other race and ethnicity group was based on National Cancer Database classification, and specific groups included and reasons why race and ethnicity were combined were not provided.
Percentages are a measure of the number of adults in the patient's zip code who did not graduate from high school and are categorized as equally proportioned quartiles among all US zip codes. This measure of educational attainment for each patient's area of residence is estimated by matching patient zip code recorded at the time of diagnosis against files derived from year 2000 US Census data.