| Literature DB >> 36082023 |
Siyi Zhu1.
Abstract
Introduction: Uncertainty still remains regarding the survival improvement derived from immediate surgery or subsequent surgery in addition to systemic therapy for patients with de novo metastatic breast cancer. The current study aimed to examine the effect of combined treatment administered in different sequences on the survival of these patients. Materials andEntities:
Mesh:
Year: 2022 PMID: 36082023 PMCID: PMC9436631 DOI: 10.1155/2022/5049445
Source DB: PubMed Journal: Breast J ISSN: 1075-122X Impact factor: 2.269
Figure 1Patient selection flowchart.
Demographic, clinicopathologic, and treatment characteristics of the included patients.
| Variables | All patients ( | Systemic therapy without primary surgery ( | Systemic therapy after primary surgery ( | Systemic therapy before primary surgery ( |
|---|---|---|---|---|
| Age, y | ||||
| (18, 40) | 1271 (8.5) | 907 (8.4) | 221 (7.5) | 143 (11.1) |
| (40, 60) | 6244 (41.6) | 4511 (41.9) | 1079 (36.6) | 654 (50.7) |
| (60, 100) | 7497 (49.9) | 5356 (49.7) | 1648 (55.9) | 493 (38.2) |
| Median (IQR) | 59 (50–68) | 59 (50–68) | 62 (51–71) | 56 (47–64) |
| Marital status | ||||
| Unmarried | 7199 (48.0) | 5244 (48.7) | 1359 (46.1) | 596 (46.2) |
| Married | 7125 (47.5) | 5058 (46.9) | 1445 (49.0) | 622 (48.2) |
| Unknown | 688 (4.6) | 472 (4.4) | 144 (4.9) | 72 (5.6) |
| Race | ||||
| White | 11197 (74.6) | 7938 (73.7) | 2316 (78.6) | 943 (73.1) |
| Black | 2415 (16.1) | 1794 (16.7) | 397 (13.5) | 224 (17.4) |
| Other | 1333 (8.9) | 985 (9.1) | 228 (7.7) | 120 (9.3) |
| Unknown | 67 (0.4) | 57 (0.5) | 7 (0.2) | 3 (0.2) |
| Sex | ||||
| Female | 14831 (98.8) | 10666 (9.0) | 2889 (98.0) | 1276 (98.9) |
| Male | 181 (1.2) | 108 (1.0) | 59 (2.0) | 14 (1.1) |
| Histologic type | ||||
| IDC | 10644 (70.9) | 7494 (69.6) | 2125 (72.1) | 1025 (79.5) |
| ILC | 1499 (10.0) | 1042 (9.7) | 368 (12.5) | 89 (6.9) |
| Other | 2869 (19.1) | 2238 (20.8) | 455 (15.4) | 176 (13.6) |
| Grade | ||||
| I | 937 (6.2) | 636 (5.9) | 214 (7.3) | 87 (6.7) |
| II | 5094 (33.9) | 3582 (33.2) | 1095 (37.1) | 417 (32.3) |
| III/IV | 6110 (40.7) | 4053 (37.6) | 1398 (47.4) | 659 (51.1) |
| Unknown | 2871 (19.1) | 2503 (23.2) | 241 (8.2) | 127 (9.8) |
| AJCC | ||||
| 0 | 240 (1.6) | 237 (2.2) | 2 (0.1) | 1 (0.1) |
| 1 | 1802 (12.0) | 1206 (11.2) | 480 (16.3) | 116 (9.0) |
| 2 | 4390 (29.2) | 2776 (25.8) | 1257 (42.6) | 357 (27.7) |
| 3 | 2305 (15.4) | 1534 (14.2) | 532 (18.0) | 239 (18.5) |
| 4 | 4405 (29.3) | 3319 (30.8) | 576 (19.5) | 510 (39.5) |
| X | 1870 (12.5) | 1702 (15.8) | 101 (3.4) | 67 (5.2) |
| AJCC | ||||
| 0 | 3199 (21.3) | 2369 (22.0) | 628 (21.3) | 202 (15.7) |
| 1 | 6764 (45.1) | 5242 (48.7) | 925 (31.4) | 597 (46.3) |
| 2 | 1649 (11.0) | 816 (7.6) | 620 (21.0) | 213 (16.5) |
| 3 | 2278 (15.2) | 1378 (12.8) | 665 (22.6) | 235 (18.2) |
| X | 1122 (7.5) | 969 (9.0) | 110 (3.7) | 43 (3.3) |
| Molecular subtype | ||||
| HR+/HER2− | 7862 (52.4) | 5428 (50.4) | 1828 (62.0) | 606 (47.0) |
| HR+/HER2+ | 2534 (16.9) | 1908 (17.7) | 412 (14.0) | 214 (16.6) |
| HR−/HER2+ | 1422 (9.5) | 1067 (9.9) | 214 (7.3) | 141 (10.9) |
| HR−/HER2− | 2037 (13.6) | 1448 (13.4) | 334 (11.3) | 255 (19.8) |
| Unknown | 1157 (7.7) | 923 (8.6) | 160 (5.4) | 74 (5.7) |
| Bone involvement | ||||
| No | 3856 (25.7) | 2599 (24.1) | 812 (27.5) | 445 (34.5) |
| Yes | 11156 (74.3) | 8175 (75.9) | 2136 (72.5) | 845 (65.5) |
| Lung involvement | ||||
| No | 9791 (65.2) | 6796 (63.1) | 2125 (72.1) | 870 (67.4) |
| Yes | 5221 (34.8) | 3978 (36.9) | 823 (27.9) | 420 (32.6) |
| Liver involvement | ||||
| No | 10438 (69.5) | 7160 (66.5) | 2270 (77.0) | 1008 (78.1) |
| Yes | 4574 (30.5) | 3614 (33.5) | 678 (23.0) | 282 (21.9) |
| Brain involvement | ||||
| No | 13746 (91.6) | 9696 (90.0) | 2814 (95.5) | 1236 (95.8) |
| Yes | 1266 (8.4) | 1078 (10.0) | 134 (4.5) | 54 (4.2) |
| Site of metastasis | ||||
| Bone only | 6214 (41.4) | 4056 (37.6) | 1537 (52.1) | 621 (48.1) |
| Viscera only | 3415 (22.7) | 2249 (20.9) | 755 (25.6) | 411 (31.9) |
| Bone + viscera | 4117 (27.4) | 3391 (31.5) | 522 (17.7) | 204 (15.8) |
| Brain involvement | 1266 (8.4) | 1078 (10.0) | 134 (4.5) | 54 (4.2) |
| Number of sites of metastasis | ||||
| 1 | 9447 (62.9) | 6153 (57.1) | 2264 (76.8) | 1030 (79.8) |
| 2 | 4121 (27.5) | 3355 (31.1) | 555 (18.8) | 211 (16.4) |
| ≥3 | 1444 (9.6) | 1266 (11.8) | 129 (4.4) | 49 (3.8) |
| Vital status | ||||
| Alive | 6761 (45.0) | 4903 (45.5) | 1250 (42.4) | 608 (47.1) |
| Dead of breast cancer | 7319 (48.8) | 5228 (48.5) | 1478 (50.1) | 613 (47.5) |
| Dead of other cause | 932 (6.2) | 643 (6.0) | 220 (7.5) | 69 (5.3) |
| Radiation therapy | ||||
| None/unknown | 10246 (68.3) | 7673 (71.2) | 1896 (64.3) | 677 (52.5) |
| Yes | 4766 (31.7) | 3101 (28.8) | 1052 (35.7) | 613 (47.5) |
| Non-primary surgical procedure to distant site | ||||
| No | 14409 (96.0) | 10358 (96.1) | 2811 (95.4) | 1240 (96.1) |
| Yes | 475 (3.2) | 66 (0.6) | 40 (1.4) | 22 (1.7) |
| Unknown | 128 (0.9) | 350 (3.2) | 97 (3.3) | 28 (2.2) |
| Surgical procedure | ||||
| Partial mastectomy | 1111 (37.7) | 249 (19.3) | ||
| Subcutaneous/simple mastectomy | 707 (24.0) | 416 (32.2) | ||
| Modified radical mastectomy | 1054 (35.8) | 574 (44.5) | ||
| (Extended) radical mastectomy | 34 (1.2) | 19 (1.5) | ||
| Unknown | 42 (1.4) | 32 (2.5) | ||
Abbreviations: IQR, interquartile range; IDC, invasive ductal carcinoma; ILC, invasive lobular carcinoma; HR, hormone receptor; HER2, human epidermal growth factor receptor 2. P-value for comparison of categorical variables across groups is 0.03 for marital status, 0.001 for vital status, and <0.001 for other variables.
Figure 2Relative proportion of patients receiving each treatment modality from 2010 to 2019.
A logistic model predicting the type of surgical procedure (N = 4238).
| Surgical procedure | Treatment sequence | OR (95% CI) |
|
|---|---|---|---|
| Subcutaneous/simple mastectomy | Systemic therapy after surgery | 1 [Reference] | <0.001 |
| Systemic therapy before surgery | 2.32 (1.97–2.74) | ||
|
| |||
| Modified radical mastectomy | Systemic therapy after surgery | 1 [Reference] | <0.001 |
| Systemic therapy before surgery | 2.23 (1.90–2.63) | ||
|
| |||
| (Extended) radical mastectomy | Systemic therapy after surgery | 1 [Reference] | <0.001 |
| Systemic therapy before surgery | 2.27 (2.22–2.31) | ||
Only patients who underwent combined treatment with systemic therapy and surgery of the primary site were included in this model. The logistic regression model was adjusted for year of diagnosis, age, grade, T category, N category, and number of sites of metastasis. The variables above were selected using the stepwise AIC method in both directions. The reference category of surgical procedure is partial mastectomy. Abbreviations: OR, odds ratio; CI, confidence interval.
Figure 3Cumulative incidence curves of BCSD for patients receiving different treatment modalities in the whole study population.
Univariate and multivariate analysis of BCSD: a competing risk regression model.
| Variables | Univariate analysis | Multivariate analysis | ||
|---|---|---|---|---|
| SHR (95% CI) |
| SHR (95% CI) |
| |
| Treatment modality | ||||
| Systemic therapy without primary surgery | 1 [Reference] | NA | 1 [Reference] | NA |
| Systemic therapy after primary surgery | 0.73 (0.69–0.77) | <0.001 | 0.74 (0.69–0.79) | <0.001 |
| Systemic therapy before primary surgery | 0.67 (0.62–0.73) | <0.001 | 0.62 (0.56–0.67) | <0.001 |
| Treatment modality (reference category changed) | ||||
| Systemic therapy without primary surgery | — | — | — | — |
| Systemic therapy after primary surgery | 1 [Reference] | NA | 1 [Reference] | NA |
| Systemic therapy before primary surgery | 0.92 (0.84–1.01) | 0.07 | 0.83 (0.76–0.92) | <0.001 |
| Year of diagnosis | ||||
| As a continuous variable | 0.95 (0.94–0.96) | <0.001 | 0.94 (0.93–0.95) | <0.001 |
| Age, y | ||||
| (18, 40) | 1 [Reference] | NA | 1 [Reference] | NA |
| (40, 60) | 1.14 (1.04–1.24) | 0.003 | 1.13 (1.04–1.23) | 0.006 |
| (60, 100) | 1.25 (1.15–1.36) | <0.001 | 1.28 (1.18–1.40) | <0.001 |
| Marital status | ||||
| Unmarried | 1 [Reference] | NA | 1 [Reference] | NA |
| Married | 0.85 (0.82–0.89) | <0.001 | 0.91 (0.86–0.95) | <0.001 |
| Unknown | 0.95 (0.85–1.06) | 0.36 | 0.96 (0.85–1.07) | 0.46 |
| Race | ||||
| White | 1 [Reference] | NA | 1 [Reference] | NA |
| Black | 1.35 (1.27–1.43) | <0.001 | 1.20 (1.12–1.28) | <0.001 |
| Other | 0.94 (0.86–1.03) | 0.16 | 0.95 (0.87–1.04) | 0.27 |
| Unknown | 0.50 (0.29–0.86) | 0.01 | 0.49 (0.28–0.85) | 0.01 |
| Sex | ||||
| Female | 1 [Reference] | NA | — | — |
| Male | 0.98 (0.79–1.2) | 0.83 | — | — |
| Histologic type | ||||
| IDC | 1 [Reference] | NA | 1 [Reference] | NA |
| ILC | 0.99 (0.92–1.06) | 0.70 | 1.25 (1.15–1.36) | <0.001 |
| Other | 1.15 (1.09–1.22) | <0.001 | 1.08 (1.01–1.16) | 0.02 |
| Grade | ||||
| I | 1 [Reference] | NA | 1 [Reference] | NA |
| II | 1.22 (1.10–1.35) | <0.001 | 1.22 (1.10–1.36) | <0.001 |
| III/IV | 1.81 (1.63–2.00) | <0.001 | 1.63 (1.47–1.82) | <0.001 |
| Unknown | 1.66 (1.49–1.85) | <0.001 | 1.36 (1.22–1.53) | <0.001 |
| AJCC | ||||
| 0/1 | 1 [Reference] | NA | 1 [Reference] | NA |
| 2 | 1.08 (1.00–1.17) | 0.05 | 1.12 (1.03–1.22) | 0.008 |
| 3 | 1.36 (1.24–1.48) | <0.001 | 1.26 (1.15–1.38) | <0.001 |
| 4 | 1.54 (1.42–1.66) | <0.001 | 1.32 (1.21–1.44) | <0.001 |
| X | 1.43 (1.31–1.57) | <0.001 | 1.23 (1.11–1.36) | <0.001 |
| AJCC | ||||
| 0 | 1 [Reference] | NA | 1 [Reference] | NA |
| 1 | 1.03 (0.97–1.09) | 0.34 | 0.96 (0.90–1.03) | 0.27 |
| 2 | 1.03 (0.95–1.12) | 0.42 | 1.04 (0.95–1.13) | 0.42 |
| 3 | 1.18 (1.09–1.27) | <0.001 | 1.10 (1.01–1.19) | 0.03 |
| X | 1.24 (1.12–1.37) | <0.001 | 0.99 (0.88–1.11) | 0.83 |
| Molecular subtype | ||||
| HR+/HER2− | 1 [Reference] | NA | 1 [Reference] | NA |
| HR+/HER2+ | 0.81 (0.76–0.87) | <0.001 | 0.70 (0.65–0.75) | <0.001 |
| HR−/HER2+ | 1.02 (0.94–1.11) | 0.60 | 0.86 (0.78–0.94) | <0.001 |
| HR−/HER2– | 2.52 (2.36–2.70) | <0.001 | 2.15 (1.99–2.32) | <0.001 |
| Unknown | 1.27 (1.17–1.37) | <0.001 | 1.06 (0.97–1.16) | 0.20 |
| Site of metastasis | ||||
| Bone only | 1 [Reference] | NA | 1 [Reference] | NA |
| Viscera only | 1.23 (1.16–1.31) | <0.001 | 1.06 (0.99–1.14) | 0.10 |
| Bone + viscera | 1.62 (1.54–1.71) | <0.001 | 1.09 (0.94–1.25) | 0.26 |
| Brain involvement | 2.26 (2.08–2.47) | <0.001 | 1.38 (1.18–1.60) | <0.001 |
| Number of sites of metastasis | ||||
| 1 | 1 [Reference] | NA | 1 [Reference] | NA |
| 2 | 1.50 (1.43–1.58) | <0.001 | 1.33 (1.17–1.52) | <0.001 |
| ≥3 | 2.06 (1.91–2.22) | <0.001 | 1.66 (1.43–1.94) | <0.001 |
| Radiation therapy | ||||
| None/unknown | 1 [Reference] | NA | 1 [Reference] | NA |
| Yes | 1.07 (1.02–1.12) | 0.005 | 1.06 (1.00–1.12) | 0.04 |
| Non-primary surgical procedure to distant site | ||||
| No | 1 [Reference] | NA | 1 [Reference] | NA |
| Yes | 0.83 (0.73–0.96) | 0.009 | 0.80 (0.69–0.93) | 0.003 |
| Unknown | 0.79 (0.62–1.00) | 0.05 | 0.92 (0.73–1.17) | 0.52 |
Abbreviations: SHR, subdistribution hazard ratio; CI, confidence interval; NA, not applicable; IDC, invasive ductal carcinoma; ILC, invasive lobular carcinoma.
Figure 4Kaplan–Meier curves of overall survival for patients receiving different treatment modalities in the whole study population.
Figure 5Cumulative incidence curves of BCSD in patients with single-organ disease involving the bone (a), lung (b), liver (c), and brain (d).
Multivariate analysis of BCSD according to the metastatic site in patients with single-organ involvement.
| Bone-only metastasis ( | Lung-only metastasis ( | Liver-only metastasis ( | Brain-only metastasis ( | |||||
|---|---|---|---|---|---|---|---|---|
| SHR (95% CI) |
| SHR (95% CI) |
| SHR (95% CI) |
| SHR (95% CI) |
| |
| Treatment modality in model 1 | ||||||||
| Systemic therapy without primary surgery | 1 [Reference] | NA | 1 [Reference] | NA | 1 [Reference] | NA | 1 [Reference] | NA |
| Systemic therapy after primary surgery | 0.66 (0.60–0.74) | <0.001 | 0.81 (0.68–0.97) | 0.02 | 0.79 (0.64–0.97) | 0.03 | 0.89 (0.57–1.39) | 0.61 |
| Systemic therapy before primary surgery | 0.61 (0.53–0.69) | <0.001 | 0.58 (0.46–0.72) | <0.001 | 0.62 (0.47–0.83) | <0.001 | 0.64 (0.33–1.26) | 0.20 |
| Treatment modality in model 2 | ||||||||
| Systemic therapy without primary surgery | — | — | — | — | — | — | — | — |
| Systemic therapy after primary surgery | 1 [Reference] | NA | 1 [Reference] | NA | 1 [Reference] | NA | 1 [Reference] | NA |
| Systemic therapy before primary surgery | 0.92 (0.80–1.06) | 0.23 | 0.71 (0.56–0.90) | 0.005 | 0.79 (0.58–1.08) | 0.13 | 0.72 (0.37–1.41) | 0.34 |
| Non-primary surgical procedure to distant site | ||||||||
| No | 1 [Reference] | NA | 1 [Reference] | NA | 1 [Reference] | NA | 1 [Reference] | NA |
| Yes | 0.96 (0.75–1.22) | 0.72 | 0.61 (0.36–1.03) | 0.07 | 0.78 (0.46–1.33) | 0.36 | 0.90 (0.55–1.46) | 0.67 |
| Unknown | 1.34 (0.95–1.87) | 0.09 | 0.46 (0.21–1.00) | 0.05 | 0.55 (0.18–1.69) | 0.30 | 0.94 (0.34–2.60) | 0.90 |
The reference category of treatment modality on primary site varied within different models (“systemic therapy without primary surgery” for model 1 and “systemic therapy after primary surgery” for model 2). The competing risk model was adjusted for age, race, marital status, year of diagnosis, histologic type, grade, molecular subtype, AJCC T category, AJCC N category, receipt of radiotherapy, and non-primary surgical procedure to distant site. Abbreviations: SHR, subdistribution hazard ratio; CI, confidence interval; NA, not applicable.