| Literature DB >> 32219021 |
Yuxiang Lin1, Kaiyan Huang1, Qiang Zeng2, Jie Zhang1, Chuangui Song1.
Abstract
BACKGROUND: Breast surgery for stage IV breast cancer remains controversial. The aim of this study was to investigate the impact of breast surgery on survival of stage IV breast cancer patients based on the Surveillance, Epidemiology, and End Results (SEER) database from 2010 to 2015.Entities:
Keywords: Breast surgery; Prognosis; Stage IV breast cancer; Stratified analysis
Year: 2020 PMID: 32219021 PMCID: PMC7085290 DOI: 10.7717/peerj.8694
Source DB: PubMed Journal: PeerJ ISSN: 2167-8359 Impact factor: 2.984
Figure 1Flow chart for the patient selection from SEER database.
Baseline Characteristics of stage IV patients with or without breast surgery before and after propensity score matching (PSM).
| Characteristics | Before PSM | After PSM | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Surgery ( | Non-Surgery ( | Surgery ( | Non-Surgery ( | |||||||
| No | % | No | % | No | % | No | % | |||
| Age (years) | ||||||||||
| 20–49 | 1,163 | 30.0 | 1,836 | 20.1 | <0.001 | 604 | 26.6 | 600 | 26.4 | 0.893 |
| 50–79 | 2,720 | 70.0 | 7,315 | 79.9 | 1,665 | 73.4 | 1,669 | 73.6 | ||
| Race | ||||||||||
| White | 2,841 | 73.2 | 6,747 | 73.7 | 0.012 | 1,643 | 72.4 | 1,641 | 72.3 | 0.917 |
| Black | 685 | 17.6 | 1,646 | 18.0 | 418 | 18.4 | 431 | 19.0 | ||
| Others | 349 | 9.0 | 712 | 7.8 | 204 | 9.0 | 193 | 8.5 | ||
| Unknown | 8 | 0.2 | 46 | 0.5 | 4 | 0.2 | 4 | 0.2 | ||
| T stage | ||||||||||
| T1 + T2 | 1,903 | 49.0 | 3,675 | 40.2 | <0.001 | 1,041 | 45.9 | 1,059 | 46.7 | 0.592 |
| T3 + T4 | 1,980 | 51.0 | 5,476 | 59.8 | 1,228 | 54.1 | 1,210 | 53.3 | ||
| N stage | ||||||||||
| N0 + N1 | 2,167 | 55.8 | 7,201 | 78.7 | <0.001 | 1,426 | 62.8 | 1,458 | 64.3 | 0.324 |
| N2 + N3 | 1,716 | 44.2 | 1,950 | 21.3 | 843 | 37.2 | 811 | 35.7 | ||
| Grade | ||||||||||
| I + II | 1,314 | 33.8 | 4,314 | 47.1 | <0.001 | 827 | 36.5 | 847 | 37.3 | 0.196 |
| III | 2,157 | 55.6 | 3,860 | 42.2 | 1,287 | 56.7 | 1,296 | 57.1 | ||
| Unknown | 412 | 10.6 | 977 | 10.7 | 155 | 6.8 | 126 | 5.6 | ||
| Histology | ||||||||||
| IDC | 2,973 | 76.6 | 5,745 | 62.8 | <0.001 | 1,673 | 73.7 | 1,694 | 74.7 | 0.343 |
| ILC | 286 | 7.4 | 868 | 9.5 | 184 | 8.1 | 158 | 7.0 | ||
| Others | 624 | 16.0 | 2,538 | 27.7 | 412 | 18.2 | 417 | 18.3 | ||
| Molecular subtype | ||||||||||
| HR+/HER− | 1,898 | 48.9 | 4,524 | 49.4 | <0.001 | 1,085 | 47.8 | 1,075 | 47.4 | 0.663 |
| HR+/HER− | 662 | 17.0 | 1,320 | 14.4 | 387 | 17.1 | 393 | 17.3 | ||
| HR −∕HER+ | 416 | 10.7 | 716 | 7.8 | 229 | 10.1 | 251 | 11.0 | ||
| TNBC | 652 | 16.8 | 956 | 10.5 | 413 | 18.2 | 385 | 17.0 | ||
| Unknown | 255 | 6.6 | 1,635 | 17.9 | 155 | 6.8 | 165 | 7.3 | ||
| Chemotherapy status | ||||||||||
| Yes | 2,875 | 74.0 | 4,587 | 50.1 | <0.001 | 1,545 | 68.1 | 1,532 | 67.5 | 0.680 |
| No/Unknown | 1,008 | 26.0 | 4,564 | 49.9 | 724 | 31.9 | 737 | 32.5 | ||
| Radiation status | ||||||||||
| Yes | 1,802 | 46.4 | 540 | 5.9 | <0.001 | 405 | 17.8 | 438 | 19.3 | 0.208 |
| No/Unknown | 2,081 | 53.6 | 8,611 | 94.1 | 1,864 | 82.2 | 1,831 | 80.7 | ||
| Bone only metastasis | ||||||||||
| Yes | 1,506 | 38.8 | 2,971 | 32.5 | <0.001 | 768 | 33.8 | 780 | 34.4 | 0.707 |
| No | 2,377 | 61.2 | 6,180 | 67.5 | 1,501 | 66.2 | 1,489 | 65.6 | ||
Notes.
propensity-score matching
hormone receptor
human epidermal growth factor receptor 2
triple negative breast cancer
The P value was calculated among all groups by the Chi-square test.
Multivariate Cox proportional hazard model for breast cancer-specific survival (BCSS) and overall survival (OS) in all patients with stage IV breast cancer.
| Variables | BCSS | OS | |||
|---|---|---|---|---|---|
| HR (95% CI) | HR (95% CI) | ||||
| 20–49 | 2,999 | Reference | Reference | ||
| 50–79 | 1,0035 | 1.282 (1.209–1.359) | <0.001 | 1.318 (1.245–1.396) | <0.001 |
| Race | |||||
| White | 9,588 | Reference | Reference | ||
| Black | 2,331 | 1.212 (1.143–1.285) | <0.001 | 1.241 (1.173–1.312) | <0.001 |
| Others | 1,061 | 0.966 (0.885–1.055) | 0.444 | 0.941 (0.863–1.026) | 0.166 |
| Unknown | 54 | 0.255 (0.133–0.491) | <0.001 | 0.237 (0.123–0.456) | <0.001 |
| T stage | |||||
| T1 + T2 | 5,578 | Reference | Reference | ||
| T3 + T4 | 7,456 | 1.239 (1.181–1.299) | <0.001 | 1.234 (1.178–1.292) | <0.001 |
| N stage | |||||
| N0 + N1 | 9,368 | Reference | Reference | ||
| N2 + N3 | 3,666 | 1.015 (0.963–1.070) | 0.584 | 1.017 (0.966–1.070) | 0.526 |
| Grade | |||||
| I + II | 5,628 | Reference | Reference | ||
| III + IV | 6,017 | 1.333 (1.265–1.405) | <0.001 | 1.305 (1.240–1.373) | <0.001 |
| Unknown | 1,389 | 1.031 (0.951–1.118) | 0.461 | 1.028 (0.950–1.111) | 0.494 |
| Histology | |||||
| IDC | 8,718 | Reference | Reference | ||
| ILC | 1,154 | 1.083 (0.994–1.181) | 0.067 | 1.058 (0.973–1.149) | 0.188 |
| Others | 3,162 | 1.178 (1.114–1.246) | <0.001 | 1.191 (1.129–1.257) | <0.001 |
| Molecular subtype | |||||
| HR+/HER2− | 6,422 | Reference | Reference | ||
| HR+/HER2+ | 1,982 | 0.825 (0.763–0.892) | <0.001 | 0.821 (0.762–0.886) | <0.001 |
| HR−/HER2+ | 1,132 | 1.005 (0.915–1.105) | 0.912 | 1.007 (0.919–1.104) | 0.879 |
| TNBC | 1,608 | 2.537 (2.361–2.725) | <0.001 | 2.480 (2.313–2.660) | <0.001 |
| Unknown | 1,890 | 1.573 (1.471–1.682) | <0.001 | 1.574 (1.476–1.679) | <0.001 |
| Chemotherapy status | |||||
| Yes | 7,462 | Reference | Reference | ||
| No/Unknown | 5,572 | 1.591 (1.511–1.676) | <0.001 | 1.618 (1.539–1.700) | <0.001 |
| Radiation status | |||||
| No/Unknown | 1,0692 | Reference | Reference | ||
| Yes | 2,342 | 0.900 (0.837–0.967) | 0.004 | 0.874 (0.815–0.938) | <0.001 |
| Bone-only metastasis | |||||
| Yes | 4,477 | Reference | Reference | ||
| No | 8,557 | 1.588 (1.507–1.674) | <0.001 | 1.566 (1.488–1.647) | <0.001 |
| Surgery status | |||||
| No | 9,151 | Reference | Reference | ||
| Yes | 3,883 | 0.557 (0.523–0.594) | <0.001 | 0.571 (0.537–0.607) | <0.001 |
Notes.
hazard ratio
confidence interval
breast cancer-specific survival
overall survival
hormone receptor
human epidermal growth factor receptor 2
triple negative breast cancer
Figure 2Kaplan–Meier curves of breast cancer specific survival (A) and overall survival (B) in the surgery and non-surgery groups after propensity score matching.
Multivariate Cox proportional hazard model for breast cancer-specific survival (BCSS) and overall survival (OS) in 1:1 matched propensity score matching analysis with stage IV breast cancer.
| Variables | BCSS | OS | |||
|---|---|---|---|---|---|
| HR (95% CI) | HR (95% CI) | ||||
| Age (years) | |||||
| 20–49 | 1,204 | Reference | Reference | ||
| 50–79 | 3,334 | 1.203 (1.095–1.303) | <0.001 | 1.257 (1.145–1.379) | <0.001 |
| Race | |||||
| White | 3,284 | Reference | Reference | ||
| Black | 849 | 1.252 (1.134–1.382) | <0.001 | 1.286 (1.169–1.415) | <0.001 |
| Others | 397 | 0.887 (0.761–1.035) | 0.127 | 0.879 (0.751–1.021) | 0.092 |
| Unknown | 8 | 0.179 (0.025–1.272) | 0.085 | 0.167 (0.024–1.189) | 0.074 |
| T stage | |||||
| T1 + T2 | 2,100 | Reference | Reference | ||
| T3 + T4 | 2,438 | 1.408 (1.294–1.531) | <0.001 | 1.407 (1.297–1.526) | <0.001 |
| N stage | |||||
| N0 + N1 | 2,884 | Reference | Reference | ||
| N2 + N3 | 1,654 | 1.091 (1.003–1.185) | 0.042 | 1.098 (1.012–1.190) | 0.024 |
| Grade | |||||
| I + II | 1,674 | Reference | Reference | ||
| III + IV | 2,583 | 1.587 (1.436–1.753) | <0.001 | 1.517 (1.378–1.670) | <0.001 |
| Unknown | 281 | 1.279 (1.118–1.464) | <0.001 | 1.242 (1.090–1.414) | 0.001 |
| Molecular subtype | |||||
| HR+/HER2− | 2,160 | Reference | Reference | ||
| HR+/HER2+ | 780 | 0.702 (0.612–0.805) | <0.001 | 0.714 (0.617–0.804) | <0.001 |
| HR −/HER2+ | 480 | 0.923 (0.790–1.078) | 0.311 | 0.936 (0.806–1.088) | 0.388 |
| TNBC | 798 | 2.663 (2.373–2.988) | <0.001 | 2.603 (2.327–2.912) | <0.001 |
| Unknown | 320 | 1.485 (1.274–1.731) | <0.001 | 1.486 (1.282–1.722) | <0.001 |
| Chemotherapy status | |||||
| Yes | 3,077 | Reference | Reference | ||
| No/Unknown | 1,461 | 1.554 (1.412–1.710) | <0.001 | 1.577 (1.438–1.729) | <0.001 |
| Bone-only metastasis | |||||
| Yes | 1,548 | Reference | Reference | ||
| No | 2,990 | 1.390 (1.266–1.525) | <0.001 | 1.369 (1.252–1.498) | <0.001 |
| Surgery status | |||||
| No | 2,269 | Reference | Reference | ||
| Yes | 2,269 | 0.542 (0.499–0.589) | <0.001 | 0.555 (0.512–0.601) | <0.001 |
Notes.
hazard ratio
confidence interval
breast cancer-specific survival
overall survival
hormone receptor
human epidermal growth factor receptor 2
triple negative breast cancer
The P value was adjusted by the multivariate Cox proportional hazard regression model.
Figure 3Kaplan–Meier curves of overall survival in the surgery and non-surgery groups stratified by different tumor size and nodal status.
(A) T1 + T2, (B) T3 + T4, (C) N0 + N1, (D) N2 + N3.
Figure 4Kaplan–Meier curves of overall survival in the surgery and non-surgery groups stratified by molecular subtypes and status of distant metastasis.
(A) HR+HER2-, (B) TNBC, (C) bone-only metastasis, (D) visceral metastasis.
Multivariate Cox proportional hazard regression model of breast cancer-specific survival (BCSS) and overall survival (OS) for the 1:1 matched surgery and non-surgery groups, stratified by the T stage, N stage, breast subtype and metastasis status.
| Variables | Surgery vs. Non-surgery | |||
|---|---|---|---|---|
| BCSS | OS | |||
| HR (95% CI) | HR (95% CI) | |||
| T stage | ||||
| T1 + T2 | 0.492 (0.431–0.562) | <0.001 | 0.504 (0.443–0.572) | <0.001 |
| T3 + T4 | 0.580 (0.521–0.646) | <0.001 | 0.594 (0.535–0.659) | <0.001 |
| N stage | ||||
| N0 + N1 | 0.528 (0.475–0.587) | <0.001 | 0.538 (0.486–0.596) | <0.001 |
| N2 + N3 | 0.564 (0.493–0.646) | <0.001 | 0.585 (0.513–0.667) | <0.001 |
| Breast subtype | ||||
| HR+/HER2− | 0.554 (0.489–0.628) | <0.001 | 0.573 (0.508–0.646) | <0.001 |
| HR +/HER2+ | 0.462 (0.361–0.592) | <0.001 | 0.473 (0.372–0.601) | <0.001 |
| HR −/HER2+ | 0.459 (0.346–0.609) | <0.001 | 0.490 (0.374–0.643) | <0.001 |
| TNBC | 0.536 (0.455–0.631) | <0.001 | 0.534 (0.455–0.627) | <0.001 |
| Metastasis status | ||||
| Bone-only metastasis | 0.495 (0.423–0.580) | <0.001 | 0.501 (0.431–0.583) | <0.001 |
| Visceral metastasis | 0.562 (0.510–0.619) | <0.001 | 0.568 (0.517–0.625) | <0.001 |
Notes.
Non-surgery as a reference.
Adjusted by a multivariate Cox proportional model, including age, race, T stage, N stage, grade, molecular subtype, chemotherapy status, solitary bone or visceral metastasis where appropriate.
Figure 5Forest plot of overall survival in the surgery and non-surgery groups stratified by age, race, histology grade, chemotherapy status and radiotherapy status.
Multivariate analyses for breast cancer-specific survival (BCSS) and overall survival (OS) in stage IV breast cancer patients with breast surgery in the 1:1 matched groups.
| Variables | BCSS | OS | |||
|---|---|---|---|---|---|
| HR (95% CI) | HR (95% CI) | ||||
| Age (years) | |||||
| 20–49 | 604 | Reference | Reference | ||
| 50–79 | 1,665 | 1.171 (1.017–1.348) | 0.028 | 1.240 (1.081–1.423) | 0.002 |
| Race | |||||
| White | 1,643 | Reference | Reference | ||
| Black | 418 | 1.294 (1.115–1.501) | <0.001 | 1.372 (1.191–1.581) | <0.001 |
| Others | 204 | 0.763 (0.662–0.954) | 0.018 | 0.762 (0.614–0.947) | 0.014 |
| Unknown | 4 | NA | NA | ||
| T stage | |||||
| T1 + T2 | 1,041 | Reference | Reference | ||
| T3 + T4 | 1,228 | 1.572 (1.382–1.787) | <0.001 | 1.568 (1.386–1.774) | <0.001 |
| N stage | |||||
| N0 + N1 | 1,426 | Reference | Reference | ||
| N2 + N3 | 843 | 1.106 (0.975–1.255) | 0.118 | 1.113 (0.985–1.257) | 0.085 |
| Grade | |||||
| I + II | 827 | Reference | Reference | ||
| III + IV | 1,287 | 1.625 (1.399–1.887) | <0.001 | 1.514 (1.314–1.745) | <0.001 |
| Unknown | 155 | 1.316 (1.020–1.697) | 0.034 | 1.250 (0.978–1.597) | 0.075 |
| Molecular subtype | |||||
| HR+/HER2− | 1,085 | Reference | Reference | ||
| HR+/HER2+ | 387 | 0.580 (0.468–0.719) | <0.001 | 0.585 (0.476–0.719) | <0.001 |
| HR−/HER2+ | 229 | 0.765 (0.599–0.978) | 0.033 | 0.791 (0.626–0.999) | 0.049 |
| TNBC | 413 | 2.486 (2.105–2.936) | <0.001 | 2.392 (2.036–2.812) | <0.001 |
| Unknown | 155 | 1.507 (1.208–1.879) | <0.001 | 1.512 (1.224–1.868) | <0.001 |
| Type of surgery | |||||
| BCS | 629 | Reference | Reference | ||
| Masctomy | 1,640 | 1.105 (0.965–1.267) | 0.149 | 1.032 (0.913–1.235) | 0.187 |
| Chemotherapy status | |||||
| Yes | 1,545 | Reference | Reference | ||
| No/Unknown | 724 | 1.500 (1.302–1.730) | <0.001 | 1.531 (1.336–1.754) | <0.001 |
| Bone-only metastasis | |||||
| Yes | 768 | Reference | Reference | ||
| No | 1,501 | 1.368 (1.189–1.594) | <0.001 | 1.370 (1.198–1.568) | <0.001 |
| Radiation status | |||||
| No/Unknown | 405 | Reference | Reference | ||
| Yes | 1,864 | 0.819 (0.694–0.966) | 0.018 | 0.783 (0.667–0.920) | 0.003 |
Notes.
hazard ratio
confidence interval
breast cancer-specific survival
overall survival
hormone receptor
human epidermal growth factor receptor 2
triple negative breast cancer; BCS, breast conserving surgery
The P value was adjusted by the multivariate Cox proportional hazard regression model.