Recent trends in total mastectomy techniques and post-mastectomy breast cancer reconstruction: a population-based analysis
Introduction
Breast cancer is the second most common cause of cancer death in women (1). Surgical efforts to improve patient survival include the use of breast conserving therapy or breast mastectomy (2,3). Different mastectomy techniques require the removal of different amounts of tissue and/or the need for the removal of surrounding structures (4). The use of post-mastectomy breast reconstruction has been noted to improve a patient’s quality of life without impacting survival outcomes (5,6). In response, post-mastectomy breast reconstruction rates have been increasing (7). While some studies report high-risk tumors as a possible barrier to breast reconstruction, recent trends and factors associated with breast reconstruction and its relation to mastectomy techniques have not been well-studied (8). The Surveillance, Epidemiology, and End Results (SEER) database is a population-based database consisting of 18 different state registries (9). Each state registry consists of specific chosen regions chosen to represent the general population in the United States (10). The SEER database provides access to demographic, treatment, and survival information. By utilizing the SEER database in this study, trends in breast cancer mastectomies and reconstructions can be further evaluated. Furthermore, variables from patient cases between 2004 and 2014 which may impact a patient’s ability to receive post-mastectomy breast reconstruction will be identified. We present the following article in accordance with the STROBE reporting checklist (available at https://abs.amegroups.com/article/view/10.21037/abs-21-146/rc).
Methods
Case-based data were obtained using the National Cancer Institute’s SEER database. Patients from the SEER database were included from 2004–2014. The SEER 18 registry research data with custom treatment data (released April 2017, based on the November 2016 submission) were utilized (11). It is notable that there is a significant time lag bias, but this was the most recent release of the database when the study was originally conducted. Cases were included based on a diagnosis of breast cancer using the ICD O-3 primary site codes of C50.0–50.6 and 50.8–50.9. Patients were included based on the receipt of a nipple sparing, total (simple), modified radical, or radical breast mastectomy using documented site surgery codes as well as reconstruction type. Patients who did not meet these criteria were not included in the database report. Patients were grouped according to their year of diagnosis into 2- or 3-year (2004–2005; 2004 and 2005 year of diagnosis patients were grouped together to maintain 3-year cohorts thereafter) cohorts to compare features between groups and assess for changes in demographic, treatment, and reconstruction data over time. Given that this study is secondary analysis of de-identified public use patient data, our study did not require IRB approval. The study was conducted in accordance with the Declaration of Helsinki (as revised in 2013).
Statistical analysis
All data analyses were performed with SPSS 24.0 (IBM Corporation, Armonk, NY, USA), SigmaPlot 12.5 (Systat Software, San Jose, CA, USA), and MedCalc software 16.8 (MedCalc Software bvba, Ostend, Belgium). All continuous variables were tested for normal distribution as determined by the Kolmogorov-Smirnov test. Categorical variables were summarized by frequency, percentage, and/or range. Continuous variables were summarized by mean (SD) or median (range) where appropriate. Comparisons of categorical variables were performed using a Chi-Square test. To assess the relationship between mastectomy type and breast reconstruction, univariable and multivariable logistical regression analyses were performed to adjust for potential confounding variables. Variables significant at the 0.10 α level were considered for inclusion into the multivariable logistic regression model. A backward conditional elimination approach was used to determine the final multivariable model. A P value of <0.05 was considered to indicate a statistically significant difference for all statistical tests.
Results
Demographics
A total of 263,164 patients who were diagnosed with a breast malignancy received a mastectomy based on the aforementioned search criteria. The number of cases in each 2- and 3-year cohort was listed over time as shown in Table 1. 98.6% of patients in this study were female. In each year of diagnosis cohort, the percentage of male patients ranged from 1.4% to 1.5%. In the 2004–2005 cohort, 34,462 patients (81.4%) were Caucasian, 4,239 (10.0%) were African American, 3,500 (8.3%) were classified as other (including Asian/Pacific Islanders or American Indian/Alaskan Natives), and 110 (0.3%) were of unknown race. In the 2012–2014 cohort, 59,045 patients (77.7%) were Caucasian, 8,641 (11.4%) were African American, 7,826 (10.3%) were classified as other (including Asian/Pacific Islanders or American Indian/Alaskan Natives), and 437 (0.6%) were of unknown race (P<0.001). The mean age at diagnosis was 59.6 years (range, 10.0–85.0 years) for the total cohort. 61.4% of patients were diagnosed at or above age 55. Regarding overall American Joint Committee on Cancer (AJCC) staging, 71.7% had stage I or II cancers in the 2004–2005 cohort while 77.1% had stage I or II cancers in the 2012–2014 cohort (P<0.001). 24.1% had stage III or IV cancers in the 2004–2005 cohort while 20.4% had stage III or IV cancers in the 2012–2014 cohort (P<0.001) (Table 1).
Table 1
Characteristics | Total | 2004–2005 | 2006–2008 | 2009–2011 | 2012–2014 | P value |
---|---|---|---|---|---|---|
Cases (%) | 263,164 (100.0) | 42,311 (16.1) | 69,787 (26.5) | 75,117 (28.5) | 75,949 (28.9) | |
Mean age (range), years | 59.6 (10.0–85.0) | 60.2 (13.0–85.0) | 59.9 (12.0–85.0) | 59.5 (10.0–85) | 59.3 (14.0–85.0) | <0.001 |
Age at diagnosis, n (%) | 0.13 | |||||
>55 years | 161,460 (61.4) | 26,140 (61.8) | 42,850 (61.4) | 45,885 (61.1) | 46,585 (61.3) | |
<55 years | 101,704 (38.6) | 16,171 (38.2) | 26,937 (38.6) | 29,232 (38.9) | 29,364 (38.7) | |
Sex, n (%) | 0.65 | |||||
Female | 259,359 (98.6) | 41,710 (98.6) | 68,785 (98.6) | 74,048 (98.6) | 74,816 (98.5) | |
Male | 3,805 (1.4) | 601 (1.4) | 1,002 (1.4) | 1,069 (1.4) | 1,133 (1.5) | |
Race, n (%) | <0.001 | |||||
Other* | 24,346 (9.3) | 3,500 (8.3) | 6,054 (8.7) | 6,966 (9.3) | 7,826 (10.3) | |
Black | 28,440 (10.8) | 4,239 (10.0) | 7,389 (10.6) | 8,171 (10.9) | 8,641 (11.4) | |
White | 209,219 (79.5) | 34,462 (81.4) | 56,041 (80.3) | 59,671 (79.4) | 59,045 (77.7) | |
Unknown | 1,159 (0.4) | 110 (0.3) | 303 (0.4) | 309 (0.4) | 437 (0.6) | |
AJCC overall stage, n (%) | <0.001 | |||||
Stage I | 93,233 (35.4) | 14,144 (33.4) | 23,976 (34.4) | 27,065 (36.0) | 28,048 (36.9) | |
Stage II | 102,599 (39.0) | 16,208 (38.3) | 26,634 (38.2) | 29,211 (38.9) | 30,546 (40.2) | |
Stage III | 50,863 (19.3) | 8,867 (21.0) | 14,248 (20.4) | 14,202 (18.9) | 13,546 (17.8) | |
Stage IV | 7,773 (3.0) | 1,291 (3.1) | 2,137 (3.1) | 2,334 (3.1) | 2,011 (2.6) | |
Unknown | 8,603 (3.3) | 1,801 (4.3) | 2,791 (4.0) | 2,304 (3.1) | 1,797 (2.4) |
P<0.05 considered statistically significant. *, other includes Asian/Pacific Islanders, American Indian/Alaskan Natives. AJCC, American Joint Committee on Cancer.
Treatment
Regarding mastectomy technique, in the 2004–2005 cohort, 0.2% of patients received a nipple sparing mastectomy, 35.0% received a total simple mastectomy, and 64.0% received a modified radical mastectomy (Table 2). In the 2012–2014 cohort, 3.5% of patients received a nipple sparing mastectomy, 61.8% of patients received a total simple mastectomy while 34.1% received a modified radical mastectomy (P<0.001). Regarding reconstruction technique, 14.6% of patients received post-mastectomy breast reconstruction in the 2004–2005 cohort while 31.7% received post-mastectomy breast reconstruction in the 2012–2014 cohort (P<0.001) (Table 2). In the 2004–2005 cohort, 5.8% of patients received tissue-based reconstruction, 4.5% received implant-based reconstruction, 1.3% received combined tissue and implant-based reconstruction, and 3.0% received reconstruction which was not otherwise specified. In the 2012–2014 cohort, 9.6% of patients received tissue-based reconstruction, 12.3% received implant-based reconstruction, 4.5% received combined tissue and implant-based reconstruction, and 5.3% received reconstruction which was not otherwise specified (P<0.001). Regarding type of reconstruction based on receipt of radiation, 75.6% of patients who did not receive radiation did not receive post-mastectomy reconstruction as compared to 78.9% of patients who did receive radiation (P<0.001). 8.2% of patients who did not receive radiation underwent tissue-based reconstruction as compared to 6.7% of patients who underwent radiation (P<0.001). 9.2% of patients who did not receive radiation underwent implant-based reconstruction as compared to 8.1% of patients who underwent radiation (P<0.001).
Table 2
Characteristic | Total | 2004–2005 | 2006–2008 | 2009–2011 | 2012–2014 | P value |
---|---|---|---|---|---|---|
Mastectomy type, n (%) | <0.001 | |||||
Nipple sparing mastectomy | 3,474 (1.3) | 80 (0.2) | 171 (0.2) | 601 (0.8) | 2,622 (3.5) | |
Total simple mastectomy | 131,213 (49.9) | 14,802 (35.0) | 29,549 (42.3) | 39,938 (53.2) | 46,924 (61.8) | |
Modified radical mastectomy | 126,277 (48.0) | 27,060 (64.0) | 39,393 (56.4) | 33,936 (45.2) | 25,888 (34.1) | |
Radical mastectomy | 2,200 (0.8) | 369 (0.9) | 674 (1.0) | 642 (0.9) | 515 (0.7) | |
Reconstruction type*, n (%) | <0.001 | |||||
No reconstruction | 198,261 (76.3) | 36,014 (85.3) | 56,563 (81.3) | 55,567 (74.6) | 50,117 (68.3) | |
Tissue reconstruction only | 20,401 (7.9) | 2,453 (5.8) | 5,011 (7.2) | 5,891 (7.9) | 7,046 (9.6) | |
Implant only | 23,202 (8.9) | 1,918 (4.5) | 4,660 (6.7) | 7,609 (10.2) | 9,015 (12.3) | |
Combined tissue and implant | 7,356 (2.8) | 559 (1.3) | 1,155 (1.7) | 2,364 (3.2) | 3,278 (4.5) | |
Reconstruction NOS | 10,470 (4.0) | 1,287 (3.0) | 2,227 (3.2) | 3,085 (4.1) | 3,871 (5.3) | |
Chemotherapy, n (%) | <0.001 | |||||
Yes | 126,771 (48.2) | 19,873 (47.0) | 33,835 (48.5) | 36,497 (48.6) | 36,566 (48.1) | |
No/unknown | 136,393 (51.8) | 22,438 (53.0) | 35,952 (51.5) | 38,620 (51.4) | 39,383 (51.9) | |
Radiation, n (%) | <0.001 | |||||
None/unknown | 203,114 (77.2) | 32,883 (77.7) | 54,044 (77.4) | 57,706 (76.8) | 58,481 (77.0) | |
Beam radiation | 59,047 (22.4) | 9,251 (21.9) | 15,421 (22.1) | 17,142 (22.8) | 17,233 (22.7) | |
Other radiation | 1,003 (0.4) | 177 (0.4) | 322 (0.5) | 269 (0.4) | 235 (0.3) | |
Treatment type, n (%) | <0.001 | |||||
Surgery only | 125,976 (47.9) | 20,893 (49.4) | 33,270 (47.7) | 35,529 (47.3) | 36,284 (47.8) | |
Surgery and chemotherapy | 77,138 (29.3) | 11,990 (28.3) | 20,774 (29.8) | 22,177 (29.5) | 22,197 (29.2) | |
Surgery and radiation | 10,417 (4.0) | 1,545 (3.7) | 2,682 (3.8) | 3,091 (4.1) | 3,099 (4.1) | |
Surgery and chemoradiation therapy | 49,633 (18.9) | 7,883 (18.6) | 13,061 (18.7) | 14,320 (19.1) | 14,369 (18.9) |
P<0.05 considered statistically significant. *, detailed reconstruction data for nipple sparing mastectomy unavailable. NOS, not otherwise specified.
Regarding total treatment, modalities included: surgical care only, surgery and chemotherapy, surgery and radiation, and surgery, radiation, and chemotherapy. In the 2004–2005 cohort, 49.4% of patients underwent surgical care only, 28.3% received surgery and chemotherapy, and 18.6% received surgery, radiation, and chemotherapy. In the 2012–2014 cohort, 47.8% of patients underwent surgical care only, 29.2% received surgery and chemotherapy, and 18.9% received surgery, radiation, and chemotherapy (P<0.001) (Table 2). Regarding receipt of radiation by stage, 4.3% of patients with stage I cancer, 21.3% of patients with stage II cancer, 57.9% of patients with stage III cancer, and 40.4% of patients with stage IV cancer received radiation as a part of their care (P<0.001). Regarding receipt of radiation by mastectomy type, 14.3% of patients who underwent a total simple mastectomy received radiation, 31.6% of patients who underwent a modified radical mastectomy received radiation, and 32.1% of patients who underwent a radical mastectomy received radiation (P<0.001).
Factors associated with the receipt of breast reconstruction
On univariate analysis, patients who received a modified radical mastectomy had a reduced chance (OR 0.44, 95% CI: 0.43–0.45) of receiving breast reconstruction as compared to those who received a total simple mastectomy (Table 3). After adjusting for relevant covariates, patients who received a modified radical mastectomy [adjusted OR (aOR): 0.48, 95% CI: 0.47–0.49] were associated with a reduced chance of receiving breast reconstruction as compared to patients who received a total simple mastectomy (Table 3). In the multivariate analysis, patients who were below the age of 55 had a higher chance of receiving post-mastectomy breast reconstruction as compared to those diagnosed at or greater than the age of 55 (aOR: 3.72; 95% CI: 3.64–3.79) (Table 3). Additionally, in the multivariate analysis, patients in the 2006–2008 (aOR: 1.30; 95% CI: 1.26–1.35), 2009–2011 (aOR: 1.88; 95% CI: 1.81–1.94), and 2012–2014 (aOR: 2.55; 95% CI: 2.46–2.63) cohorts had a higher chance of receiving post-mastectomy breast reconstruction as compared to those diagnosed in the 2004–2005 cohort. Finally, in the multivariate analysis, patients who received surgery and chemotherapy (aOR: 1.33; 95% CI: 1.30–1.37) had an increased chance of receiving post-mastectomy breast reconstruction while patients who received surgery and radiation (aOR: 0.77; 95% CI: 0.73–0.82) had a decreased chance of receiving post-mastectomy breast reconstruction (Table 3).
Table 3
Variable | Univariable analysis: OR (95% CI) | Multivariable analysis: aOR (95% CI) |
---|---|---|
Mastectomy type | ||
Total simple mastectomy | Reference | Reference |
Modified radical mastectomy | 0.44 (0.43–0.45) | 0.55 (0.54–0.56) |
Radical mastectomy | 0.88 (0.80–0.97) | 1.06 (0.96–1.17) |
Year of diagnosis | ||
2004–2005 | Reference | Reference |
2006–2008 | 1.34 (1.29–1.38) | 1.30 (1.26–1.35) |
2009–2011 | 2.01 (1.95–2.08) | 1.88 (1.81–1.94) |
2012–2014 | 2.95 (2.86–3.04) | 2.55 (2.46–2.63) |
Age at diagnosis | ||
≥55 years | Reference | Reference |
<55 years | 3.63 (3.57–3.70) | 3.86 (3.78–3.94) |
Sex | ||
Male | Reference | Reference |
Female | 28.85 (21.21–39.25) | 23.28 (17.08–31.73) |
Race | ||
White | Reference | Reference |
Black | 0.77 (0.75–0.79) | 0.73 (0.71–0.76) |
Other* | 0.65 (0.63–0.68) | 0.51 (0.49–0.53) |
Unknown | 1.05 (0.92–1.20) | 0.82 (0.71–0.95) |
AJCC overall stage | ||
Stage I | Reference | Reference |
Stage II | 0.75 (0.74–0.77) | 0.69 (0.68–0.71) |
Stage III | 0.49 (0.47–0.50) | 0.47 (0.45–0.48) |
Stage IV | 0.28 (0.26–0.30) | 0.27 (0.25–0.29) |
Unknown | 0.50 (0.48–0.53) | 0.52 (0.49–0.55) |
Treatment type | ||
Surgery only | Reference | Reference |
Surgery and chemotherapy | 1.46 (1.43–1.50) | 1.33 (1.30–1.36) |
Surgery and Radiation | 0.56 (0.53–0.60) | 0.75 (0.71–0.80) |
Surgery and chemoradiation | 1.06 (1.03–1.09) | 1.27 (1.23–1.31) |
*, other includes Asian/Pacific Islanders, American Indian/Alaskan Natives. OR, odds ratio; aOR, adjusted odds ratio; AJCC, American Joint Committee on Cancer.
Discussion
Several important points were identified for post-mastectomy patients based on the results of this study. 98.5% of patients in this study were female. Breast cancer in male patient has been estimated to make up approximately 1% of all breast cancers (12). This percentage is similar to the percent of male patients in this study (1.5%). Most patients in this study were of older age (61.4% of patients ≥55 years of age at diagnosis). Killelea et al.’s study similarly noted 62% of breast cancer patients were diagnosed at >50 years of age (13). A large majority of patients in this study were of Caucasian race. However, African American and patients in the “other” race category (including Asian/Pacific Islander or American Indian/Alaskan Native patients) had a slight increase in mastectomy rates for breast cancer over time. The American Cancer Society’s 2019 cancer statistics for African Americans reported an increase in the incidence of breast cancer in African American patients (14). There have been targeted efforts to increase screening, education, and access to care for this population (15), which could account for this increase in mastectomy rates for African American breast cancer patients. While the increased percentage of African American breast cancer cases could be due to a true increased rate or increased access to care, caution must be noted as this increased percentage could additionally be attributed to the continuous expansion of the SEER database. To create a sample population representative of the national population, SEER registries containing a larger population of African Americans could have been added to the most recent cohorts in this study, thus accounting for the higher percentage of African American cases seen over time in this study. Future studies may seek to further examine if the rates of mastectomy are increasing among African American patients. Finally, the percentage of overall AJCC stage I or II cancers for patients receiving total simple/radical mastectomies increased over time from the 2004–2005 cohort to the 2012–2014 cohort (P<0.001). Mahmood et al. demonstrated an increased rate of mastectomies for early-stage cancers over time (16). Albornoz et al. revealed an increasing number of early-stage breast cancer patients who are eligible to receive breast-conserving surgeries are receiving mastectomies instead. Albornoz et al. attributes the advancements in technique and availability of breast reconstruction as a partial explanation as to why patients are choosing to undergo mastectomies (17). Additionally, increased media-related awareness could contribute to more patients receiving mastectomies with the goal of having post-mastectomy reconstruction (18).
Regarding mastectomy technique, the percentage of total simple mastectomies increased significantly over time. Based on the results of our multivariable logistical regression analysis, one partial explanation for the increased use of total simple mastectomies over time could be due to the decreased chance of receiving a breast reconstruction for patients who underwent a modified radical mastectomy (aOR: 0.55; 95% CI: 0.54–0.56). Regarding reconstruction technique, the percentage of patients receiving reconstruction increased significantly over time. Furthermore, the use of breast implants surpassed the use of tissue reconstruction. The greater use of implants for reconstruction may be due to ease of use and decreased operative time. However, several studies have also shown that the use of implant-based reconstruction is associated with lower rates of mastectomy skin flap necrosis (19,20). Finally, regarding treatment modalities, our multivariable analysis demonstrated that patients who received surgery and radiation therapy had a reduced chance of receiving breast reconstruction as compared to those who received surgery only (aOR: 0.57; 95% CI: 0.71–0.80). Side effects such as capsular contracture and implant exposure have been reported for post-reconstruction patients who undergo radiation (21,22). Additionally, a higher percentage of patients with stage II, III, or IV cancers received radiation. Our study identified both receipt of radiation therapy and higher-staged cancers were associated with a reduced chance of receiving post-mastectomy reconstruction. Furthermore, our study found that implant-based reconstruction was the most common type of reconstruction performed for patients who received radiation although this was less likely to be performed compared to patients who did not receive radiation.
There are several limitations to this study. First, data is only available up to 2014 and thus the latest data are not described. However, the information here remains valuable because it identifies trends over a ten-year period. Additionally, the SEER database includes a large sample size and, as such, multiple variables were found to be clinically significant in the multivariate analysis although differences may not be clinically relevant. Furthermore, in the SEER database, both chemotherapy and radiotherapy data are classified as: “yes” or “no/unknown”. Given this classification, conclusions regarding treatment must be interpreted with this in mind. There are several other mastectomy types and subtypes which were not listed in the SEER database and thus not included in this study. Finally, detailed information regarding breast reconstruction such as patients who underwent a nipple sparing mastectomy was not available which would have been a great addition to the existing data. Future studies may wish to assess the interactions of age and racial background on the types of mastectomies and reconstructions performed, but this was beyond the scope of this publication. Regardless of these limitations, our analysis of the SEER database provided information of breast cancer cases and treatment patterns with extraction of data on race, mastectomy types, and reconstruction techniques. The SEER database is a US-based national database and therefore is representative of United States trends but may not necessarily reflect trends in other countries.
Conclusions
The SEER database was chosen in our study as it provided the opportunity to examine a large number of breast cancer cases within the United States. Our data analysis identified critical information regarding treatment characteristics that will allow healthcare providers and institutions to examine recent trends in breast cancer management. These data may further patient education as well as potentially impact practice patterns.
Acknowledgments
Funding: None.
Footnote
Reporting Checklist: The authors have completed the STROBE reporting checklist. Available at https://abs.amegroups.com/article/view/10.21037/abs-21-146/rc
Peer Review File: Available at https://abs.amegroups.com/article/view/10.21037/abs-21-146/prf
Conflicts of Interest: All authors have completed the ICMJE uniform disclosure form (available at https://abs.amegroups.com/article/view/10.21037/abs-21-146/coif). The authors have no conflicts of interest to declare.
Ethical Statement:
Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0/.
References
- Hiatt RA, Brody JG. Environmental Determinants of Breast Cancer. Annu Rev Public Health 2018;39:113-33. [Crossref] [PubMed]
- Hwang ES. Breast conservation: is the survival better for mastectomy? J Surg Oncol 2014;110:58-61. [Crossref] [PubMed]
- de Boniface J, Szulkin R, Johansson ALV. Survival After Breast Conservation vs Mastectomy Adjusted for Comorbidity and Socioeconomic Status: A Swedish National 6-Year Follow-up of 48 986 Women. JAMA Surg 2021;156:628-37. [Crossref] [PubMed]
- Scott-Conner CEH, Dawson DL. Operative anatomy. 3nd ed. Philadelphia: Lippinocott Willliams & Wilkins, 2009.
- Platt J, Baxter NN, McLaughlin J, et al. Does breast reconstruction after mastectomy for breast cancer affect overall survival? Long-term follow-up of a retrospective population-based cohort. Plast Reconstr Surg 2015;135:468e-76e. [Crossref] [PubMed]
- Zehra S, Doyle F, Barry M, et al. Health-related quality of life following breast reconstruction compared to total mastectomy and breast-conserving surgery among breast cancer survivors: a systematic review and meta-analysis. Breast Cancer 2020;27:534-66. [Crossref] [PubMed]
- Farhangkhoee H, Matros E, Disa J. Trends and concepts in post-mastectomy breast reconstruction. J Surg Oncol 2016;113:891-4. [Crossref] [PubMed]
- Wong A, Snook K, Brennan M, et al. Increasing breast reconstruction rates by offering more women a choice. ANZ J Surg 2014;84:31-6. [Crossref] [PubMed]
- Overview of the SEER Program. Available online: https://seer.cancer.gov/about/overview.html. Accessed March 13, 2018.
- Surveillance, Epidemiology, and End Results (SEER) Program. Available online: https://seer.cancer.gov/. Accessed March 12, 2018.
- Surveillance, Epidemiology, and End Results (SEER) Program (www.seer.cancer.gov) SEER*Stat Database-November 2016 Submission (released April 2017). Available online: https://seer.cancer.gov/seerstat/. Accessed February 1, 2018.
- Ferzoco RM, Ruddy KJ. The Epidemiology of Male Breast Cancer. Curr Oncol Rep 2016;18:1. [Crossref] [PubMed]
- Killelea BK, Yang VQ, Mougalian S, et al. Neoadjuvant chemotherapy for breast cancer increases the rate of breast conservation: results from the National Cancer Database. J Am Coll Surg 2015;220:1063-9. [Crossref] [PubMed]
- DeSantis CE, Miller KD, Goding Sauer A, et al. Cancer statistics for African Americans, 2019. CA Cancer J Clin 2019;69:211-33. [Crossref] [PubMed]
- Oluwole SF, Ali AO, Adu A, et al. Impact of a cancer screening program on breast cancer stage at diagnosis in a medically underserved urban community. J Am Coll Surg 2003;196:180-8. [Crossref] [PubMed]
- Mahmood U, Hanlon AL, Koshy M, et al. Increasing national mastectomy rates for the treatment of early stage breast cancer. Ann Surg Oncol 2013;20:1436-43. [Crossref] [PubMed]
- Albornoz CR, Matros E, Lee CN, et al. Bilateral Mastectomy versus Breast-Conserving Surgery for Early-Stage Breast Cancer: The Role of Breast Reconstruction. Plast Reconstr Surg 2015;135:1518-26. [Crossref] [PubMed]
- Lebo PB, Quehenberger F, Kamolz LP, et al. The Angelina effect revisited: Exploring a media-related impact on public awareness. Cancer 2015;121:3959-64. [Crossref] [PubMed]
- Frey JD, Choi M, Salibian AA, et al. Comparison of Outcomes with Tissue Expander, Immediate Implant, and Autologous Breast Reconstruction in Greater Than 1000 Nipple-Sparing Mastectomies. Plast Reconstr Surg 2017;139:1300-10. [Crossref] [PubMed]
- Sue GR, Lee GK. Mastectomy Skin Necrosis After Breast Reconstruction: A Comparative Analysis Between Autologous Reconstruction and Implant-Based Reconstruction. Ann Plast Surg 2018;80:S285-7. [Crossref] [PubMed]
- Ribuffo D, Monfrecola A, Guerra M, et al. Does postoperative radiation therapy represent a contraindication to expander-implant based immediate breast reconstruction? An update 2012-2014. Eur Rev Med Pharmacol Sci 2015;19:2202-7. [PubMed]
- Magill LJ, Robertson FP, Jell G, et al. Determining the outcomes of post-mastectomy radiation therapy delivered to the definitive implant in patients undergoing one- and two-stage implant-based breast reconstruction: A systematic review and meta-analysis. J Plast Reconstr Aesthet Surg 2017;70:1329-35. [Crossref] [PubMed]
Cite this article as: Lu KA, Lu KB, Janz TA, Amirlak B. Recent trends in total mastectomy techniques and post-mastectomy breast cancer reconstruction: a population-based analysis. Ann Breast Surg 2023;7:22.