| Literature DB >> 33868877 |
Murad J Karadsheh1, Jacob Y Katsnelson2, Karen J Ruth3, Eric S Weiss1, James C Krupp1, Elin R Sigurdson4, Richard J Bleicher4, Marilyn Ng5, M Shuja Shafqat1,6,7, Sameer A Patel1,6,7.
Abstract
INTRODUCTION: Survival for women diagnosed with inflammatory breast cancer (IBC) has improved with advances in multimodal therapy. This study was performed to evaluate trends, predictors, and survival for reconstruction in IBC patients in the United States.Entities:
Year: 2021 PMID: 33868877 PMCID: PMC8049155 DOI: 10.1097/GOX.0000000000003528
Source DB: PubMed Journal: Plast Reconstr Surg Glob Open ISSN: 2169-7574
Logistic Regression Model for Predictors of Reconstruction
| Variable | Odds Ratio | 95% CI | |
|---|---|---|---|
| Age, y | <0.001 | ||
| 18–39 | 2.28 | 1.82–2.86 | |
| 40–49 | 2.12 | 1.75–2.57 | |
| 50–59 | 1.36 | 1.13–1.64 | |
| 60–69 | 1.00 | (Reference) | |
| ≥70 | 0.42 | 0.31–0.58 | |
| Year of diagnosis (continuous,1-y difference) | 1.06 | 1.04–1.08 | <0.001 |
| Insurance | <0.001 | ||
| Private insurance | 1.00 | (Reference) | |
| Medicaid | 0.63 | 0.52–0.76 | |
| Medicare | 0.70 | 0.56–0.87 | |
| Other government | 0.75 | 0.43–1.31 | |
| Uninsured | 0.59 | 0.42–0.83 | |
| Unknown | 0.87 | 0.51–1.49 | |
| Income | <0.001 | ||
| <$38,000 | 1.00 | (Reference) | |
| $38,000–$47,999 | 1.04 | 0.84–1.29 | |
| $48,000–$62,999 | 1.27 | 1.03–1.56 | |
| ≥$63,000 | 1.72 | 1.41–2.10 | |
| Missing | 1.84 | 0.88–3.88 | |
| Urban/rural continuum | <0.001 | ||
| Large metropolitan | 1.00 | (Reference) | |
| Metropolitan | 0.63 | 0.54–0.73 | |
| Urban | 0.60 | 0.44–0.82 | |
| Rural | 0.45 | 0.34–0.60 | |
| Unknown | 0.84 | 0.57–1.23 | |
| Personal cancer history | 0.006 | ||
| First and only cancer | 1.00 | (Reference) | |
| First of >1 | 1.43 | 1.16–1.77 | |
| Second | 0.95 | 0.76–1.18 | |
| Third or more; unknown | 1.25 | 0.73–2.15 | |
| Stage | 0.020 | ||
| 1 | 1.31 | 1.06–1.62 | |
| 2 | 1.16 | 0.90–1.39 | |
| 3 | 1.00 | (Reference) | |
| Contralateral surgery | <0.001 | ||
| Ipsilateral mastectomy with CPM | 2.02 | 1.78–2.29 | |
| Unilateral mastectomy | 1.00 | (Reference) | |
| Initial diagnosis location | 0.002 | ||
| At facility | 1.00 | (Reference) | |
| Elsewhere | 1.22 | 1.08–1.38 | |
| Surgery at reporting facility | <0.001 | ||
| Yes | 1.37 | 1.15–1.62 | |
| No | 1.00 | (Reference) | |
| Type of surgery | <0.001 | ||
| Total mastectomy | 1.00 | (Reference) | |
| Modified radical mastectomy | 0.68 | 0.59–0.78 | |
| Radical mastectomy | 1.11 | 0.78–1.57 |
Sociodemographics
| Variable | Overall, N = 12,544 (%) | No Reconstruction, N = 11,237 (89.6%) | Reconstruction, N = 1307 (10.4%) | |
|---|---|---|---|---|
| Mean age at diagnosis (y), SD | 56.9, 13.2 | 57.6, 13.2 | 50.8, 11.2 | <0.001 |
| Age at diagnosis (y) | <0.001 | |||
| 18–39 | 1136 (9.1) | 934 (8.3) | 202 (15.5) | |
| 40–49 | 2619 (20.9) | 2200 (19.6) | 419 (32.1) | |
| 50–59 | 3739 (29.8) | 3334 (29.7) | 405 (31.0) | |
| 60–69 | 2884 (23.0) | 2662 (23.7) | 222 (17.0) | |
| ≥70 | 2166 (17.3) | 2107 (18.8) | 59 (4.5) | |
| Race | 0.29 | |||
| White | 10,152 (80.9) | 9097 (81.0) | 1055 (80.7) | |
| Black | 1850 (14.7) | 1664 (14.8) | 186 (14.2) | |
| Asian | 284 (2.3) | 254 (2.3) | 30 (2.3) | |
| Other/missing | 258 (2.1) | 222 (2.0) | 36 (2.8) | |
| Ethnicity | 0.16 | |||
| Hispanic | 801 (6.4) | 716 (6.4) | 85 (6.5) | |
| Non-Hispanic | 11,022 (87.9) | 9860 (87.7) | 1162 (88.9) | |
| Unknown | 721 (5.7) | 661 (5.9) | 60 (4.6) | |
| Charlson score | <0.001 | |||
| 0 | 10,355 (82.5) | 9229 (82.1) | 1126 (86.2) | |
| 1 | 1740 (13.9) | 1584 (14.1) | 156 (11.9) | |
| ≥2 | 449 (3.6) | 424 (3.8) | 25 (1.9) | |
| Personal cancer history | ||||
| First and only cancer | 10,104 (80.5) | 9037 (80.4) | 1067 (81.6) | 0.012 |
| First of >1 | 1013 (8.1) | 890 (7.9) | 123 (9.4) | |
| Second | 1244 (9.9) | 1143 (10.2) | 101 (7.7) | |
| Third or more; unknown | 183 (1.5) | 167 (1.5) | 16 (1.2) | |
| Type of insurance | <0.001 | |||
| Medicaid | 1569 (12.5) | 1432 (12.7) | 137 (10.5) | |
| Medicare | 3484 (27.8) | 3324 (29.6) | 160 (12.2) | |
| Other government | 143 (1.1) | 128 (1.1) | 15 (1.1) | |
| Uninsured | 521 (4.2) | 481 (4.3) | 40 (3.1) | |
| Unknown | 162 (1.3) | 146 (1.3) | 16 (1.2) | |
| Private | 6665 (53.1) | 5726 (51.0) | 939 (71.8) | |
| Percentage with high-school education | <0.001 | |||
| <7 or unknown | 2800 (22.3) | 2401 (21.4) | 399 (30.5) | |
| 7–12.9 | 3984 (31.8) | 3571 (31.8) | 413 (31.6) | |
| 13–20.9 | 3467 (27.6) | 3158 (28.1) | 309 (23.6) | |
| ≥21 | 2293 (18.3) | 2107 (18.9) | 186 (14.2) | |
| Income | <0.001 | |||
| <$38,000 | 2309 (18.4) | 2154 (19.2) | 155 (11.9) | |
| $38,000–$47,999 | 2989 (23.8) | 2762 (24.6) | 227 (17.4) | |
| $48,000–$62,999 | 3422 (27.3) | 3083 (27.4) | 339 (25.9) | |
| $>63,000 | 3748 (29.9) | 3172 (28.2) | 576 (44.1) | |
| Missing | 76 (0.6) | 66 (0.6) | 10 (0.8) | |
| Urban/rural continuum | <0.001 | |||
| Large metropolitan | 6382 (50.9) | 5529 (49.2) | 853 (65.3) | |
| Metropolitan | 3810 (30.4) | 3508 (31.2) | 302 (23.1) | |
| Urban | 746 (5.9) | 696 (6.2) | 50 (3.8) | |
| Rural | 1293 (10.3) | 1228 (10.9) | 65 (5.0) | |
| Unknown | 313 (2.5) | 276 (2.5) | 37 (2.8) | |
| Distance from facility (miles) | 0.47 | |||
| <10 | 6450 (51.4) | 5764 (51.3) | 686 (52.5) | |
| 21–20 | 2864 (22.8) | 2556 (22.7) | 308 (23.6) | |
| 21–40 | 1748 (13.9) | 1577 (14.0) | 171 (13.1) | |
| >40 or unknown | 1482 (11.8) | 1340 (11.9) | 142 (10.9) | |
| Initial diagnosis location | <0.001 | |||
| At facility | 7307 (58.3) | 6623 (58.9) | 684 (52.3) | |
| Elsewhere | 5237 (41.7) | 4614 (41.1) | 623 (47.7) | |
| Facility geographic location | <0.001 | |||
| Northeast | 2031 (17.8) | 1774 (17.2) | 257 (23.3) | |
| Southern | 4365 (38.2) | 3987 (38.7) | 378 (34.2) | |
| Midwest | 3158 (27.7) | 2858 (27.8) | 300 (27.2) | |
| Western | 1854 (16.3) | 1684 (16.4) | 170 (15.4) | |
| Facility type | <0.001 | |||
| Community cancer program | 1203 (10.5) | 1150 (11.2) | 53 (4.8) | |
| Comprehensive community cancer program | 5164 (45.3) | 4718 (45.8) | 446 (40.4) | |
| Academic program | 3563 (31.2) | 3143 (30.5) | 420 (38.0) | |
| Integrated network cancer | 1478 (13) | 1292 (12.5) | 186 (16.8) |
*Median household income and percentage of patients with at least high-school education in zipcode.
†Data missing for patients < 40 years old.
Tumor Characteristics
| Variable | Overall, N = 12,544 (%) | No Reconstruction, n = 11,237 (%) | Reconstruction, N = 1307 (%) | |
|---|---|---|---|---|
| Grade | 0.25 | |||
| 1 | 317 (2.5) | 293 (2.6) | 24 (1.8) | |
| 2 | 3266 (26) | 2902 (25.8) | 364 (27.9) | |
| 3 | 7279 (58) | 6533 (58.1) | 746 (57.1) | |
| 4 | 131 (1) | 120 (1.1) | 11 (0.8) | |
| Unknown | 1551 (12.4) | 1389 (12.4) | 162 (12.4) | |
| The American Joint Committee on Cancer stage | <0.001 | |||
| 1 | 832 (6.6) | 704 (6.3) | 128 (9.8) | |
| 2 | 1381 (11.0) | 1206 (10.7) | 175 (13.4) | |
| 3 | 10,331 (82.4) | 9327 (83) | 1004 (76.8) | |
| IBC diagnosis | <0.001 | |||
| Clinical | 8408 (67.0) | 7471 (66.5) | 937 (71.7) | |
| Pathology | 1688 (13.5) | 1533 (13.6) | 155 (11.9) | |
| Both | 2448 (19.5) | 2233 (19.9) | 215 (16.4) | |
| Tumor size | 0.23 | |||
| ≤20 mm | 1522 (12.1) | 1372 (12.2) | 150 (11.5) | |
| 21–50 mm | 3173 (25.3) | 2857 (25.4) | 316 (24.2) | |
| >50 mm | 3831 (30.5) | 3400 (30.3) | 431 (33.0) | |
| Unknown | 4018 (32) | 3608 (32.1) | 410 (31.4) | |
| Pathologic N stage | <0.001 | |||
| N0 (0 nodes) | 2622 (20.9) | 2291 (20.4) | 331 (25.3) | |
| N1 (1–3) | 3166 (25.2) | 2823 (25.1) | 343 (26.2) | |
| N2 (4–9) | 1300 (10.4) | 1166 (10.4) | 134 (10.3) | |
| N3 (≥10) | 4095 (32.6) | 3727 (33.2) | 368 (28.2) | |
| None examined | 819 (6.5) | 748 (6.7) | 71 (5.4) | |
| Unknown | 541 (4.3) | 481 (4.3) | 60 (4.6) | |
| Estrogen receptor status | 0.63 | |||
| Negative/borderline | 5662 (45.1) | 5088 (45.3) | 574 (43.9) | |
| Positive | 6541 (52.1) | 5843 (52.0) | 698 (53.4) | |
| Missing | 341 (2.7) | 306 (2.7) | 35 (2.7) | |
| Progesterone receptor status | 0.36 | |||
| Negative/borderline | 7102 (56.6) | 6343 (56.4) | 711 (54.4) | |
| Positive | 5097 (40.6) | 4542 (40.4) | 555 (42.5) | |
| Missing | 345 (2.8) | 352 (3.1) | 41 (3.1) | |
| HER2 receptor status | 0.58 | |||
| Negative or borderline | 4476 (65.1) | 3936 (65.3) | 540 (63.8) | |
| Positive | 2219 (32.3) | 1933 (32.1) | 286 (33.8) | |
| Missing | 177 (2.6) | 157 (2.6) | 20 (2.4) | |
| Overall ER/PR status | 0.71 | |||
| ER−, PR− incl borderline | 5374 (42.8) | 4827 (43.0) | 547 (41.9) | |
| ER+ and/or PR+ | 6824 (54.4) | 6099 (54.3) | 725 (55.5) | |
| Missing | 346 (2.8) | 311 (2.8) | 35 (2.7) |
*HER2 receptor status collected by NCDB starting in 2010.
ER, estrogen receptor; PR, progesterone receptor.
Treatment Characteristics
| Variable | Overall, N = 12,544 (%) | No Reconstruction, N = 11,237 (%) | Reconstruction, N = 1307 (%) | |
|---|---|---|---|---|
| Surgery at reporting facility | 0.024 | |||
| No | 2192 (17.5) | 1993 (17.7) | 199 (15.2) | |
| Yes | 10,352 (82.5) | 9244 (82.3) | 1108 (84.8) | |
| Contralateral prophylactic mastectomy | <0.001 | |||
| Yes | 2965 (23.6) | 2419 (21.5) | 546 (41.8) | |
| No | 9579 (76.4) | 8818 (78.5) | 761 (58.2) | |
| Type of mastectomy | <0.001 | |||
| Simple mastectomy | 2767 (22.1) | 2385 (21.2) | 382 (29.2) | |
| Modified radical mastectomy | 9470 (75.5) | 8590 (76.4) | 880 (67.3) | |
| Radical mastectomy | 307 (2.4) | 262 (2.3) | 45 (3.4) | |
| Regional lymph node surgery | 0.32 | |||
| Yes | 11,929 (95.1) | 10,675 (95.0) | 1254 (95.9) | |
| No or unknown | 615 (4.9) | 562 (5.0) | 53 (4.1) | |
| Treatment pattern | <0.001 | |||
| Chemotherapy + radiation + hormonal | 4708 (37.5) | 4159 (37.0) | 549 (42.0) | |
| Chemotherapy + radiation | 4641 (37.0) | 4171 (37.1) | 470 (36.0) | |
| Chemotherapy + hormonal | 675 (5.4) | 609 (5.4) | 66 (5.0) | |
| Chemotherapy only | 1818 (14.5) | 1633 (14.5) | 185 (14.2) | |
| Radiation and/or hormonal | 410 (3.3) | 389 (3.4) | 21 (1.6) | |
| None | 292 (2.3) | 276 (2.5) | 16 (1.2) | |
| Readmission within 30 d | 0.45 | |||
| None | 11,614 (92.6) | 10,405 (92.6) | 1209 (92.5) | |
| Planned readmission, any | 260 (2.1) | 233 (2.0) | 27 (2.1) | |
| Unplanned readmission only | 235 (1.9) | 206 (1.8) | 29 (2.2) | |
| Unknown | 435 (3.5) | 393 (3.5) | 42 (3.2) |
*In addition to surgery with or without immunotherapy.
Fig. 1.Proportion of patients with IBC who underwent reconstruction over time.
Fig. 2.Proportion of patients with IBC who underwent reconstruction based on type of mastectomy.
Fig. 3.Proportion of IBC patients who underwent mastectomy and those who underwent mastectomy with CPM.
Fig. 4.Survival probability for IBC patients with and without breast reconstruction over time since diagnosis.
Association of Reconstruction with Overall Mortality
| N Patients by Reconstruction | HR for Reconstruction vs No Reconstruction | |||||
|---|---|---|---|---|---|---|
| N Patients | No | Yes | HR Estimate | 95% CI | ||
| Unadjusted: reconstruction status only (ie, with no covariates) | 9738 | 8774 | 964 | 0.79 | 0.72–0.88 | <0.001 |
| Partial adjustment: adjusts for age, race, and Charlson score | 9738 | 8774 | 964 | 0.91 | 0.82–1.01 | 0.081 |
| Full adjustment: in addition, adjusts for cancer history, treatment, insurance, stage, and diagnosis year | 9738 | 8774 | 964 | 0.95 | 0.86–1.06 | 0.35 |
| Subset analysis: only those with chemotherapy as part of treatment, with full adjustment covariates | 9202 | 8263 | 939 | 0.95 | 0.85–1.06 | 0.37 |
| Landmark analysis (6 mo): excludes those with <6 mo follow-up, with full adjustment covariates | 9620 | 8667 | 953 | 0.94 | 0.84–1.04 | 0.24 |
| Landmark analysis (12 mo): excludes those with <12 mo follow-up, with full adjustment covariates | 8953 | 8042 | 911 | 0.97 | 0.87–1.09 | 0.62 |
Results of separate Cox models for covariate adjustment.