Abstract
Background
Fat transfer is an increasingly popular method for refining post-mastectomy breast reconstructions. However, concern persists that fat transfer may promote disease recurrence. Adipocytes are derived from adipose-derived stem cells and express adipocytokines that can facilitate active breast cancer cells in laboratory models. We sough to evaluate the association between fat transfer to the reconstructed breast and cancer recurrence in patients diagnosed with local or regional invasive breast cancers.
Methods
A multi-center, case-cohort study was performed. Eligible patients from four centers (Memorial Sloan Kettering, MD Anderson, Alvin J. Siteman, and the University of Chicago) were identified by each site’s institutional tumor registry or cancer data warehouse. Eligibility criteria were: mastectomy with immediate breast reconstruction between 2006 and 2011, age above 21, female sex, and incident diagnosis of invasive ductal carcinoma, stage I, II or III. Cases consisted of all recurrences during the study period, and controls consisted of a 30% random sample of the study population. Cox proportional hazards regression was used to evaluate for association between fat transfer and time to recurrence in bivariate and multivariate models.
Results
The time to disease recurrence unadjusted hazard ratio for fat transfer was 0.99 (95% CI: 0.56, 1.7). After adjustment for age, body mass index, stage, HER2/Neu receptor status, and estrogen receptor status, the hazard ratio was was 0.97 (95% CI: 0.54, 1.8).
Conclusion
In this population of breast cancer patients who had mastectomy with immediate reconstruction, fat transfer was not associated with a higher risk of cancer recurrence.
INTRODUCTION
Fat transfer has gained widespread acceptance as a surgical technique for volume restoration and contour correction in breast reconstruction.(1) Members of the American Society of Plastic Surgeons (ASPS) report performing 25,456 fat transfer procedures in 2014,(2) and 62% of surveyed members use this technique for breast reconstruction.(3) Despite its utility in improving aesthetic outcomes and optimization of symmetry following mastectomy with reconstruction, concerns regarding its oncologic safety persist.(4–9) These concerns are based on laboratory studies demonstrating that adipose derived stem cells (ASCs) and adipose derived growth factors can modulate the behavior of breast tumors in vitro and in animal models.(10–18) Also, laboratory studies have shown that ASCs modulate desmoplasia by elaborating extracellular matrix proteins, attenuate the antitumor immune response, and promote angiogenesis.(4, 5, 19, 20) A few retrospective clinical studies have suggested that fat transfer may increase the risk of locoregional recurrence after mastectomy for ductal carcinoma in situ (DCIS) or following partial mastectomy.(6–8, 21) Aside from a recent matched controlled study that shows fat transfer to be oncologically safe,(22) most clinical studies have been limited by inadequate power to detect small effects.
Recent guiding principles published by ASPS acknowledge that a limited body of evidence shows fat transfer following post-mastectomy breast reconstruction to be oncologically safe.(23) These guiding principles, however, also acknowledge the need for additional high quality studies. As such, the ASPS clinical trials committee sought to establish whether adjunctive fat transfer is associated with a higher risk of recurrence in patients who have undergone mastectomy with reconstruction for invasive breast cancer. Our experimental design took into consideration the relatively low baseline rate of cancer recurrence, and the fact that while fat transfer is very popular currently, it gained prominence as a technique relatively recently. Moreover, we recognized the immediate need for information examining the impact of fat transfer on cancer recurrence given its popularity – something that a prospective trial could not provide. The design of this study improves upon previous work with more representative selection of controls, adjustment for duration of follow-up, and sufficient power to detect a doubling of breast cancer recurrence risk.
METHODS
Study design
A case-cohort design was used. The case-cohort approach allows for greater precision in the circumstance of a rare outcome and adjustment for different durations of follow-up.
Study population
Patients were identified through the tumor registry or data warehouse of four sites: University of Chicago, MD Anderson Cancer Center, Memorial Sloan Kettering Cancer Center (MSKCC), and the Siteman Cancer Center at Washington University (St. Louis). Institutional Review Board approval was obtained at each site. Eligible patients consisted of all women 21 years and older with incident invasive ductal carcinoma, Stages I-III, who were diagnosed between January 1, 2006 and December 31, 2011 and treated with mastectomy and immediate breast reconstruction. We excluded men, women younger than 21, women with prior breast cancer, women with Stage IV or inflammatory breast cancer. We also excluded women who had delayed breast reconstruction to minimize heterogeneity in time intervals between diagnosis, treatment, and fat transfer. Only patients with invasive ductal carcinoma were included, so patients with DCIS only, lobular carcinoma in situ (LCIS) only, sarcoma, invasive lobular carcinoma, or no cancer were excluded.
Identification of cases and controls
Cases consisted of all eligible patients who had experienced a recurrence (local, regional, or distant) during the study period (January 1, 2006 to December 31, 2011) as reported by each site’s tumor registry or cancer data warehouse. The cohort was a 30% random sample of the control population, defined as patients who did not have a recurrence during the study period. Exposure to fat grafting was measured using medical record review in three sites and a prospectively maintained plastic surgery clinical database (at MSKCC). The approach of Cai and Zeng was used for power and sample size considerations.(24)
Statistical analyses
Fisher’s exact tests were used to evaluate general association for categorical data. The Wilcoxon rank-sum test (using Van der Waerden or normal scores) was used for two-group comparisons of continuous covariates. Cox proportional hazards regression modeling was used to explore the association of covariates of interest with time to recurrence. Time to recurrence was defined as the time from the date of diagnosis to the date of a local, regional, or distant cancer recurrence. Patients who reached the end of the study period, were lost to follow-up, or died, without documented disease recurrence were considered censored. The covariates of interest were: fat transfer (yes/no), age, tumor stage (I-III), smoking status (yes/no), body mass index (BMI), estrogen receptor (ER) status (+/−), progesterone receptor (PR) status (+/−), HER2/Neu amplification status (+/−), receipt of adjuvant chemotherapy (yes/no), receipt of neo-adjuvant chemotherapy (yes/no), receipt of adjuvant radiation therapy (yes/no), and receipt of adjuvant endocrine therapy (yes/no).
We report both bivariate and multivariate estimated hazard ratios (HR) with 95% confidence intervals (CI). The final multivariate models did not include PR status because it was highly correlated with ER status. They did not include adjuvant therapies because they were highly correlated with stage. Statistical analyses were performed using SAS (Version 9.3, SAS Institute, Inc., Cary, NC) and R.(25)
RESULTS
We identified 3,271 eligible patients across the four institutions. The study sample (n=1197) consisted of all recurrences during the study period (n=225) and a 30% random sample of the study population (n=972) (Table 1). Based on this sample size, power was calculated to be 76% against a relative risk of 2 and 86% against a relative risk of 2.22, when using a one-sided test with type-I error of 5%.
Table 1.
Patient Characteristics
| Patient Characteristics | Total Cohort* | Recurrence | No Recurrence |
|---|---|---|---|
| Age (SD) | 47.78 (10.09) | 44 | 48 |
| BMI (SD) | 26.49 (5.62) | 25 | 25 |
| TNM Stage | N (%) | ||
| Stage I | 585 (49) | 77 (34) | 508 (52) |
| Stage II | 448 (37) | 92 (41) | 356 (37) |
| Stage III | 164 (14) | 56 (25) | 108 (11) |
| Receptors | |||
| HER2Neu+ | 215 (20) | 29 (13) | 205 (22) |
| ER+ | 875 (74) | 134 (60) | 741 (78) |
| PR+ | 713 (61) | 101 (46) | 612 (64) |
| Treatment | |||
| Adjuvant XRT + | 319 (27) | 110 (49) | 209 (22) |
| Adjuvant Chemotherapy + | 689 (58) | 153 (68) | 536 (55) |
| Adjuvant Endocrine + | 1 (0) | 25 (42) | 252 (74) |
| Neoadjuvant Chemotherapy + | 250 (21) | 82 (36) | 168 (17) |
| Site | |||
| MD Anderson | 271 (23) | 32 (14) | 239 (25) |
| Memorial Sloan Kettering | 794 (66) | 166 (74) | 628 (65) |
| University of Chicago | 39 (3) | 8 (4) | 31 (3) |
| Washington University, St. Louis | 93 (8) | 19 (8) | 74 (8) |
| Totals | 1197 (100) | 225 (19) | 972 (81) |
Abbreviations: BMI Body Mass Index, TNM Tumor Nodal Metastasis, ER Estrogen Receptor, PR Progesterone Receptor
Values in parenthesis for Age and BMI represent standard deviation. All other values in parenthesis represent a percentage.
The median age was 47 (standard deviation (SD) 10.1). The median BMI was - 26.5 (SD 5.6). Detailed in Table 1, almost half of the patients in the study sample had stage I disease, and most had ER+ and PR+ tumors. More than half received adjuvant chemotherapy while approximately one quarter received radiation, endocrine, or neo-adjuvant chemotherapy. While 80% of patients were reconstructed with breast implants, the remainder were reconstructed with autologous flaps, or a combination of flap and implant. Fat transfer was performed in 64 patients (5%), including 28 at MD Anderson, 26 at Memorial Sloan Kettering, 7 at Washington University, and 3 at the University of Chicago.
Two hundred and twenty-five patients or 6.9% of the entire study population, had a recurrence of breast cancer. Of these, 124 recurrences were distant (55%), 24 were regional (11%), and 77 were local (34%). Forty-eight (4%) patients died during the study period. In bivariate analyses of associations between individual covariates of interest and time to recurrence (Table 2), patients who underwent fat transfer had an equivalent risk of cancer recurrence, relative to those who did not (HR=0.99, 95% CI 0.56, 1.7). Patients with HER2/Neu+ tumors had a lower hazard of cancer recurrence than patients with HER2/Neu− tumors (HR=0.62, 95% CI 0.42, 0.91). Patients with ER+ tumors had 51% of the risk of patients with ER− tumors (p<0.0001). Stage II patients had a greater hazard of cancer recurrence than Stage I patients (HR=1.5, 95% CI 1.1, 2.1) and Stage III patients had a greater hazard of cancer recurrence than Stage II patients (HR=2.0, 95% CI 1.4, 2.8). In the multivariable model, adjusting for age, stage, BMI, HER2/Neu+ and ER+, patients who had fat transfer had similar risk of recurrence as those who did not have fat transfer (risk = 97%, p=0.93, see Table 3).
Table 2.
Bivariate Time to Recurrence Models
| Covariates | Hazard Ratio | 95% CI | p-value |
|---|---|---|---|
| Age (for each 10 years) | 0.81 | (0.71, 0.93) | 0.002 |
| BMI (kg/m2) | 0.98 | (0.96, 1.01) | 0.19 |
| Stage II versus Stage I | 1.5 | (1.1, 2.1) | 0.007 |
| Stage III versus Stage II | 2 | (14, 2.8) | <0.0001 |
| HER2Neu+ versus HER2Neu− | 0.62 | (0.42, 0.91) | 0.02 |
| ER+ versus ER− | 0.51 | (0.39, 0.66) | <0.0001 |
| PR+ versus PR− | 0.52 | (0.40, 0.68) | <0.0001 |
| Fat Transfer (yes versus no) | 0.99 | (0.56, 1.7) | 0.99 |
Abbreviations: BMI Body Mass Index, ER Estrogen Receptor, PR Progesterone Receptor
Table 3.
Multivariate Time to Recurrence Model
| Covariates | Hazard Ratio | 95% CI | p-value |
|---|---|---|---|
| Age (For each 10 years) | 0.85 | (0.75, 0.98) | 0.02 |
| BMI (kg/m2) | 0.98 | (0.96, 1.01) | 0.11 |
| Stage II versus Stage I | 1.3 | (0.95, 1.8) | 0.13 |
| Stage III versus Stage II | 2.3 | (1.6, 3.2) | <0.0001 |
| HER2Neu+ versus HER2Neu− | 0.48 | (0.32, 0.72) | 0.0004 |
| ER+ versus ER− | 0.48 | (0.37, 0.63) | <0.0001 |
| Fat Transfer (yes versus no) | 0.97 | (0.54, 1.8) | 0.93 |
Abbreviations: BMI Body Mass Index, ER Estrogen Receptor, PR Progesterone Receptor
DISCUSSION
Fat transfer was not associated with an increased probability of breast cancer recurrence in this multi-center case-cohort study. While fat transfer to the breast has also been used in the context of reconstruction for partial mastectomy,(26) or as the sole technique of breast reconstruction following mastectomy,(27) we investigated fat transfer as an adjunctive technique to prosthetic or flap-based reconstruction. Our findings are primarily applicable for patients with Stage I-III invasive ductal carcinomas treated with mastectomy and immediate breast reconstruction.
While several epidemiological studies report a link between obesity in post-menopausal women and breast cancer,(28–31) and translational research studies report that mesenchymal cells or ASCs support the progression of existing tumors,(10, 15, 16, 32–35) none show that adipocytes form tumors de novo.(5) As an endocrine organ, white adipose tissue may promote breast cancer through the secretion of adipokines like leptin,(36, 37) or insulin-like growth factor.(38) Further, reduced levels of adiponectin in obese patients fosters a permissive environment for the pro-oncogenic properties of leptin.(37, 39)
ASCs offer another mechanism by which white adipose tissue can simulate breast cancer cells. The progression of breast cancer is impacted by stromal cells of mesenchymal and hematopoetic origin.(5) Under defined conditions, adipocytes(40) and their progenitors promote tumorigenesis in both in vivo and in vitro models.(41) When ASCs are exposed to tumor-conditioned media secreted by breast cancer cell lines, they tend to proliferate, differentiate into myofibroblasts, enhance tissue stiffness through altered extracellular matrix deposition, secrete proangiogenic factors, and exhibit attenuated adipogenic differentiation.(41) ASCs preferentially contribute vascular and fibrovascular tumor-associated fibroblasts to the tumor stroma while bone marrow-derived mesenchymal stem cells contribute fibroblast-specific proteins.(34) Co-culture of ASCs with breast cancer cells can also facilitate tumor metastases.(15, 42, 43) These important translational data speak to the potential consequences of using purified ASC grafts in the presence of active cancer cells. They may lead to the identification of molecular markers to predict cancer recurrence after fat grafting(42) but do not necessarily translate directly to current clinical practice. Unlike the immunocompromised nude mice receiving purified ASC cultures,(43) immunocompetent human patients typically receive fat grafts containing a variable, but low (2 to 8%) fraction of ASCs.(44, 45)
The absence of an association between fat transfer and recurrence risk reported here is consistent with experimental studies showing that white adipose tissue may stimulate active but not dormant breast cancers. Human ASCs significantly increase their malignant potential when co-cultured with active, but not dormant, breast cancer cells in vitro and in a xenogenic murine recipient in vivo model.(15) Under experimental conditions, invasive breast cancer cells alter the phenotype of adjacent mature adipocytes which, in turn, may increase the malignant potential of local breast cancer cells.(40)
Our findings are applicable to patients undergoing fat transfer following prosthetic or autologous reconstruction of mastectomy defects in the setting of stage I-III breast cancer. Following mastectomy, the engrafted recipient site contains little to no breast tissue. While some studies have suggested that adipocytes or their progenitors may stimulate active breast cancer,(10, 16) this could be less problematic if susceptible tissues have already been extirpated. By contrast, a significant percentage of residual breast tissue remains following partial mastectomy, another context in which fat transfer can be used for subsequent contour correction.(1) While an oncologically permissible environment for fat grafting may exist when residual disease is resected and appropriate adjuvant therapy administered, increased recurrence risk may exist when fat is transferred in the presence of residual breast tissue.(46–48) The European Institute of Oncology reported a locoregional recurrence rate of 0.4% per year following partial mastectomy among 2784 subjects.(49) However, a retrospective review of 143 partial mastectomy patients found that fat transfer was associated with a 2.07% per year increased rate of locoregional recurrence.(7) By contrast, and in support of our data, recurrence rates in mastectomy patients after fat transfer increased 1.38% per year,(7) versus 1.1% per year in a historical control group of 677 patients who did not receive fat transfer.(50) In the absence of a prospective trial, the authors of this multicenter retrospective review of 646 fat transfer patients recommended a cautious oncologic follow-up protocol.(7)
Fat transfer may be associated with recurrence after DCIS, which we did not include in our study population. In a matched cohort study of 321 patients, a significantly higher incidence of local and locoregional recurrence after fat transfer was found when analysis was limited to patients with in situ disease.(6) A subsequent study limited to 59 patients with in situ disease who received fat transfer and a matched cohort of 118 who did not, revealed a higher rate of locoregional recurrence in the fat transfer group (HR=4.5, 95% CI 1.1, 18.2).(8) Patients younger than fifty, high grade neoplasia, and a Ki-67 ≥ 14, were also associated with an increased rate of recurrence after fat transfer in this study.
In Petit’s retrospective series, fat transfer was performed in 108 patients with in situ disease with a locoregional recurrence rate of 2.33% per year versus 1.44% per year in 405 patients with invasive carcinomas.(7) The molecular signature of the epithelial component of the tumor microenvironment that regulates extracellular matrix remodeling differs between DCIS and invasive ductal carcinoma.(51) Moreover, subtypes of DCIS can be differentiated by unique molecular signatures expressed by their fibroblasts, vascular, and inflammatory stromal cells.(52, 53) Recognizing these differences, Petit and colleagues(8) postulated that with fewer genetic perturbations than invasive carcinomas, intraepithelial neoplasias may be more efficient at responding to the stromal signaling that leads to malignant degeneration. Recently, this group re-analyzed their DCIS study population over a longer period of time, to increase the number of recurrence events evalauted.(26) Relative to controls, the recurrence rate was not higher in patients receiving fat transfer following mastectomy (p=0.56). It was somewhat higher in patients grafted following partial mastectomy, but the difference was not statistically significant (p=0.20). In addition, Gale and colleagues did not report an increased rate of recurrence following fat transfer in DCIS patients.(54) Fat transfer in these patients, however, was restricted to patients with clear margins and was delayed for 54 months after resection. By contrast, Petit waited a mean of 25 months and had positive or close margins in 42% of fat transferred patients but only 20% of controls, so the increased risk of recurrence may have been related to margin status.(8) Gale suggested that early fat transfer (≤2 years) after tumor resection may increase the impact of fat transfer on recurrence rates.(54) Kronowitz et al. - who also support the oncologic safety of fat transfer in their study - suggest that lumpectomy accompanied by intraoperative radiation only, may have also impacted recurrence rates in Petit’s study.(22)
Evaluation of the oncologic safety of fat transfer to facilitate breast reconstruction is challenging because recurrence of local or regional breast cancer after mastectomy is a relatively rare outcome,(55) many years of follow-up are necessary to evaluate recurrence,(56, 57) and fat transfer has become common only recently. Thus, we used a retrospective case cohort approach. Our study was sufficiently powered to detect a risk ratio of 2 or greater, in terms of association between fat transfer and breast cancer recurrence. While a prospective, randomized controlled trial would be favorable over a retrospective analysis, it would be impractical to ask patients to agree to a control arm of no treatment for contour deformities. Finding an alternative control arm, such as temporary fillers or tissue rearrangement, would also be challenging. A prospective cohort study would also be useful but would require a substantially larger sample size and would not produce evidence for five to ten years. Finally, a study using existing large administrative or clinical datasets is not feasible because fat transfer does not yet have a unique billing code and is not routinely recorded in cancer registries. To address an urgent need for evidence on the safety of fat transfer to the breast,(58) we used a case-cohort study design, which is appropriate for assessing the probability of rare outcomes in a more timely fashion than a prospective cohort study.
The retrospective nature of this study is a limitation. In addition, we did not adjust for differences among fat transfer techniques due to a lack of consensus, nuanced technique differences not captured by retrospective review, and insufficient power to evaluate the impact of different fat transfer techniques on recurrence. Still, various methods of fat harvest and processing may affect adipocyte viability and stem cell fraction.(59–62) While optimization of the ASC-rich stromal vascular fraction of lipoaspirate may favor improved graft retention,(45) it may also increase the risk of exposure of ASCs to occult, residual tumor stroma.(45) All patients were treated at high-volume cancer centers and likely had access to timely cancer treatment and appropriate administration of adjuvant therapy.(48, 63) Thus, these results assume guideline-concordant care and may not be generalizable to all breast cancer patients. In addition, some of these patients may have sought a cancer center for their initial therapy but eluded detection of the institutional tumor registry for recurrences treated elsewhere. We only assessed patients having mastectomy and immediate reconstruction, a population that tends to be healthier, have greater economic resources, and have more favorable tumors than breast cancer patients overall.(64–66) Although we adjusted for some clinical variables, we did not adjust for health status or social factors. Future studies should include patients who have fat transfer after delayed reconstruction and after breast conservation therapy. As fat transfer to the breast becomes more common and acquires more indications, such studies ought to become more feasible.
CONCLUSION
Fat transfer was not associated with a higher probability of recurrence in this multi-site population of local and regional breast cancer patients treated with mastectomy and reconstruction. Although the precision of the study was somewhat limited, it provides evidence that fat transfer does not increase the probability of invasive breast cancer recurrence by a factor of at least 2.0. Future studies of a larger sample of immediate reconstruction patients, and studies of fat transfer after delayed reconstruction or breast conservation therapy, are warranted.
Acknowledgments
The authors wish to thank Lillian Blizard (UNC) for technical support, Katie Sommers (PSF) for project coordination support, Colleen Kilbourne-Glynn (Wash U), Tracie Guthrie (Wash U), Sara Baalman (Wash U), Meghan Lee (MSKCC), Debbie Crawford (MDA) and Kelly Wall (MDA) for assistance with data collection.
FUNDING
This work was supported by The Plastic Surgery Foundation. Dr. Lee was supported by National Cancer Institute Grant 1K07CA154850-01A1. Dr. Busch was supported in part by National Cancer Institute grant 5T32CA009001.”
Footnotes
DISCLOSURES
The authors report no conflicts of interest related to this manuscript.
References
- 1.Spear SL. Fat for breast: where are we? Plastic and reconstructive surgery. 2008;122:983–984. doi: 10.1097/PRS.0b013e31818237cf. [DOI] [PubMed] [Google Scholar]
- 2.American Society of Plastic Surgeons, D.C. Complete Plastic Surgery Statistics Report 2014 [Google Scholar]
- 3.Kling RE, Mehrara BJ, Pusic AL, et al. Trends in autologous fat grafting to the breast: a national survey of the american society of plastic surgeons. Plastic and reconstructive surgery. 2013;132:35–46. doi: 10.1097/PRS.0b013e318290fad1. [DOI] [PubMed] [Google Scholar]
- 4.Bertolini F, Lohsiriwat V, Petit JY, Kolonin MG. Adipose tissue cells, lipotransfer and cancer: a challenge for scientists, oncologists and surgeons. Biochim Biophys Acta. 2012;1826:209–214. doi: 10.1016/j.bbcan.2012.04.004. [DOI] [PubMed] [Google Scholar]
- 5.Bertolini F, Petit JY, Kolonin MG. Stem cells from adipose tissue and breast cancer: hype, risks and hope. Br J Cancer. 2015;112:419–423. doi: 10.1038/bjc.2014.657. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Petit JY, Botteri E, Lohsiriwat V, et al. Locoregional recurrence risk after lipofilling in breast cancer patients. Ann Oncol. 2012;23:582–588. doi: 10.1093/annonc/mdr158. [DOI] [PubMed] [Google Scholar]
- 7.Petit JY, Lohsiriwat V, Clough KB, et al. The oncologic outcome and immediate surgical complications of lipofilling in breast cancer patients: a multicenter study-milan-paris-lyon experience of 646 lipofilling procedures. Plastic and reconstructive surgery. 2011;128:341–346. doi: 10.1097/PRS.0b013e31821e713c. [DOI] [PubMed] [Google Scholar]
- 8.Petit JY, Rietjens M, Botteri E, et al. Evaluation of fat grafting safety in patients with intraepithelial neoplasia: a matched-cohort study. Ann Oncol. 2013;24:1479–1484. doi: 10.1093/annonc/mds660. [DOI] [PubMed] [Google Scholar]
- 9.Pearl RA, Leedham SJ, Pacifico MD. The safety of autologous fat transfer in breast cancer: Lessons from stem cell biology. Journal of plastic, reconstructive & aesthetic surgery: JPRAS. 2011 doi: 10.1016/j.bjps.2011.07.017. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Zhang Y, Daquinag A, Traktuev DO, et al. White adipose tissue cells are recruited by experimental tumors and promote cancer progression in mouse models. Cancer Res. 2009;69:5259–5266. doi: 10.1158/0008-5472.CAN-08-3444. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Manabe Y, Toda S, Miyazaki K, Sugihara H. Mature adipocytes, but not preadipocytes, promote the growth of breast carcinoma cells in collagen gel matrix culture through cancer-stromal cell interactions. J Pathol. 2003;201:221–228. doi: 10.1002/path.1430. [DOI] [PubMed] [Google Scholar]
- 12.Schaffler A, Scholmerich J, Buechler C. Mechanisms of disease: adipokines and breast cancer - endocrine and paracrine mechanisms that connect adiposity and breast cancer. Nat Clin Pract Endocrinol Metab. 2007;3:345–354. doi: 10.1038/ncpendmet0456. [DOI] [PubMed] [Google Scholar]
- 13.Iyengar P, Espina V, Williams TW, et al. Adipocyte-derived collagen VI affects early mammary tumor progression in vivo, demonstrating a critical interaction in the tumor/stroma microenvironment. J Clin Invest. 2005;115:1163–1176. doi: 10.1172/JCI23424. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Lohsiriwat V, Curigliano G, Rietjens M, Goldhirsch A, Petit JY. Autologous fat transplantation in patients with breast cancer: “silencing” or “fueling” cancer recurrence? Breast. 2011;20:351–357. doi: 10.1016/j.breast.2011.01.003. [DOI] [PubMed] [Google Scholar]
- 15.Zimmerlin L, Donnenberg AD, Rubin JP, Basse P, Landreneau RJ, Donnenberg VS. Regenerative therapy and cancer: in vitro and in vivo studies of the interaction between adipose-derived stem cells and breast cancer cells from clinical isolates. Tissue Eng Part A. 2011;17:93–106. doi: 10.1089/ten.tea.2010.0248. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Martin-Padura I, Gregato G, Marighetti P, et al. The white adipose tissue used in lipotransfer procedures is a rich reservoir of CD34+ progenitors able to promote cancer progression. Cancer Res. 2012;72:325–334. doi: 10.1158/0008-5472.CAN-11-1739. [DOI] [PubMed] [Google Scholar]
- 17.Orecchioni S, Gregato G, Martin-Padura I, et al. Complementary populations of human adipose CD34+ progenitor cells promote growth, angiogenesis, and metastasis of breast cancer. Cancer Res. 2013;73:5880–5891. doi: 10.1158/0008-5472.CAN-13-0821. [DOI] [PubMed] [Google Scholar]
- 18.Direkze NC, Jeffery R, Hodivala-Dilke K, et al. Bone marrow-derived stromal cells express lineage-related messenger RNA species. Cancer research. 2006;66:1265–1269. doi: 10.1158/0008-5472.CAN-05-3202. [DOI] [PubMed] [Google Scholar]
- 19.Kolonin MG, Evans KW, Mani SA, Gomer RH. Alternative origins of stroma in normal organs and disease. Stem cell research. 2012;8:312–323. doi: 10.1016/j.scr.2011.11.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Karnoub AE, Dash AB, Vo AP, et al. Mesenchymal stem cells within tumour stroma promote breast cancer metastasis. Nature. 2007;449:557–563. doi: 10.1038/nature06188. [DOI] [PubMed] [Google Scholar]
- 21.Krastev TK, Jonasse Y, Kon M. Oncological safety of autologous lipoaspirate grafting in breast cancer patients: a systematic review. Annals of surgical oncology. 2013;20:111–119. doi: 10.1245/s10434-012-2565-2. [DOI] [PubMed] [Google Scholar]
- 22.Kronowitz SJ, Mandujano CC, Liu J, et al. Lipofilling of the Breast Does Not Increase the Risk of Recurrence of Breast Cancer: A Matched Controlled Study. Plastic and reconstructive surgery. 2016;137:385–393. doi: 10.1097/01.prs.0000475741.32563.50. [DOI] [PubMed] [Google Scholar]
- 23.American Society of Plastic Surgeons, P.S.C. Graft/Fat Transfer ASPS GuIding Principles. 2012 [Google Scholar]
- 24.Cai J, Zeng D. Sample size/power calculation for case-cohort studies. Biometrics. 2004;60:1015–1024. doi: 10.1111/j.0006-341X.2004.00257.x. [DOI] [PubMed] [Google Scholar]
- 25.Team, R.C. R: A language and environment for statistical computing. R Foundation for Statistical Computing; Available at: http://www.r-project.org/ [Google Scholar]
- 26.Petit JY, Maisonneuve P, Rotmensz N, et al. Safety of Lipofilling in Patients with Breast Cancer. Clinics in plastic surgery. 2015;42:339–344. viii. doi: 10.1016/j.cps.2015.03.004. [DOI] [PubMed] [Google Scholar]
- 27.Khouri RK, Smit JM, Cardoso E, et al. Percutaneous aponeurotomy and lipofilling: a regenerative alternative to flap reconstruction? Plastic and reconstructive surgery. 2013;132:1280–1290. doi: 10.1097/PRS.0b013e3182a4c3a9. [DOI] [PubMed] [Google Scholar]
- 28.Cleary MP, Grossmann ME, Ray A. Effect of obesity on breast cancer development. Vet Pathol. 2010;47:202–213. doi: 10.1177/0300985809357753. [DOI] [PubMed] [Google Scholar]
- 29.Dirat B, Bochet L, Escourrou G, Valet P, Muller C. Unraveling the obesity and breast cancer links: a role for cancer-associated adipocytes? Endocr Dev. 2010;19:45–52. doi: 10.1159/000316896. [DOI] [PubMed] [Google Scholar]
- 30.Hede K. Fat may fuel breast cancer growth. Journal of the National Cancer Institute. 2008;100:298–299. doi: 10.1093/jnci/djn050. [DOI] [PubMed] [Google Scholar]
- 31.Rose DP, Haffner SM, Baillargeon J. Adiposity, the metabolic syndrome, and breast cancer in African-American and white American women. Endocr Rev. 2007;28:763–777. doi: 10.1210/er.2006-0019. [DOI] [PubMed] [Google Scholar]
- 32.Zhang Y, Bellows CF, Kolonin MG. Adipose tissue-derived progenitor cells and cancer. World J Stem Cells. 2010;2:103–113. doi: 10.4252/wjsc.v2.i5.103. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Zhang Y, Daquinag AC, Amaya-Manzanares F, Sirin O, Tseng C, Kolonin MG. Stromal progenitor cells from endogenous adipose tissue contribute to pericytes and adipocytes that populate the tumor microenvironment. Cancer Res. 2012;72:5198–5208. doi: 10.1158/0008-5472.CAN-12-0294. [DOI] [PubMed] [Google Scholar]
- 34.Kidd S, Spaeth E, Watson K, et al. Origins of the tumor microenvironment: quantitative assessment of adipose-derived and bone marrow-derived stroma. PloS one. 2012;7:e30563. doi: 10.1371/journal.pone.0030563. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Li H, Zimmerlin L, Marra KG, Donnenberg VS, Donnenberg AD, Rubin JP. Adipogenic potential of adipose stem cell subpopulations. Plastic and reconstructive surgery. 2011;128:663–672. doi: 10.1097/PRS.0b013e318221db33. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Ray A, Cleary MP. Leptin as a potential therapeutic target for breast cancer prevention and treatment. Expert Opin Ther Targets. 2010;14:443–451. doi: 10.1517/14728221003716466. [DOI] [PubMed] [Google Scholar]
- 37.Grossmann ME, Ray A, Nkhata KJ, et al. Obesity and breast cancer: status of leptin and adiponectin in pathological processes. Cancer metastasis reviews. 2010;29:641–653. doi: 10.1007/s10555-010-9252-1. [DOI] [PubMed] [Google Scholar]
- 38.Nunez NP, Carpenter CL, Perkins SN, et al. Extreme obesity reduces bone mineral density: complementary evidence from mice and women. Obesity. 2007;15:1980–1987. doi: 10.1038/oby.2007.236. [DOI] [PubMed] [Google Scholar]
- 39.Taliaferro-Smith L, Nagalingam A, Knight BB, Oberlick E, Saxena NK, Sharma D. Integral role of PTP1B in adiponectin-mediated inhibition of oncogenic actions of leptin in breast carcinogenesis. Neoplasia. 2013;15:23–38. doi: 10.1593/neo.121502. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Dirat B, Bochet L, Dabek M, et al. Cancer-associated adipocytes exhibit an activated phenotype and contribute to breast cancer invasion. Cancer Res. 2011;71:2455–2465. doi: 10.1158/0008-5472.CAN-10-3323. [DOI] [PubMed] [Google Scholar]
- 41.Chandler EM, Seo BR, Califano JP, et al. Implanted adipose progenitor cells as physicochemical regulators of breast cancer. Proceedings of the National Academy of Sciences of the United States of America. 2012;109:9786–9791. doi: 10.1073/pnas.1121160109. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Eterno V, Zambelli A, Pavesi L, et al. Adipose-derived Mesenchymal Stem Cells (ASCs) may favour breast cancer recurrence via HGF/c-Met signaling. Oncotarget. 2014;5:613–633. doi: 10.18632/oncotarget.1359. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Rowan BG, Gimble JM, Sheng M, et al. Human adipose tissue-derived stromal/stem cells promote migration and early metastasis of triple negative breast cancer xenografts. PloS one. 2014;9:e89595. doi: 10.1371/journal.pone.0089595. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Philips BJ, Grahovac TL, Valentin JE, et al. Prevalence of endogenous CD34+ adipose stem cells predicts human fat graft retention in a xenograft model. Plastic and reconstructive surgery. 2013;132:845–858. doi: 10.1097/PRS.0b013e31829fe5b1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Meyer J, Salamon A, Herzmann N, et al. Isolation and Differentiation Potential of Human Mesenchymal Stem Cells From Adipose Tissue Harvested by Water Jet-Assisted Liposuction. Aesthetic surgery journal/the American Society for Aesthetic Plastic surgery. 2015 doi: 10.1093/asj/sjv075. [DOI] [PubMed] [Google Scholar]
- 46.Vicini FA, Eberlein TJ, Connolly JL, et al. The optimal extent of resection for patients with stages I or II breast cancer treated with conservative surgery and radiotherapy. Annals of surgery. 1991;214:200–204. doi: 10.1097/00000658-199109000-00002. discussion 204–205. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.McCahill LE, Single RM, Aiello Bowles EJ, et al. Variability in reexcision following breast conservation surgery. JAMA. 2012;307:467–475. doi: 10.1001/jama.2012.43. [DOI] [PubMed] [Google Scholar]
- 48.Morrow M, Harris JR, Schnitt SJ. Surgical margins in lumpectomy for breast cancer–bigger is not better. The New England journal of medicine. 2012;367:79–82. doi: 10.1056/NEJMsb1202521. [DOI] [PubMed] [Google Scholar]
- 49.Botteri E, Bagnardi V, Rotmensz N, et al. Analysis of local and regional recurrences in breast cancer after conservative surgery. Ann Oncol. 2010;21:723–728. doi: 10.1093/annonc/mdp386. [DOI] [PubMed] [Google Scholar]
- 50.Petit JY, Gentilini O, Rotmensz N, et al. Oncological results of immediate breast reconstruction: long term follow-up of a large series at a single institution. Breast Cancer Res Treat. 2008;112:545–549. doi: 10.1007/s10549-008-9891-x. [DOI] [PubMed] [Google Scholar]
- 51.Vargas AC, McCart Reed AE, Waddell N, et al. Gene expression profiling of tumour epithelial and stromal compartments during breast cancer progression. Breast Cancer Res Treat. 2012;135:153–165. doi: 10.1007/s10549-012-2123-4. [DOI] [PubMed] [Google Scholar]
- 52.Sharma M, Beck AH, Webster JA, et al. Analysis of stromal signatures in the tumor microenvironment of ductal carcinoma in situ. Breast Cancer Res Treat. 2010;123:397–404. doi: 10.1007/s10549-009-0654-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Orimo A, Gupta PB, Sgroi DC, et al. Stromal fibroblasts present in invasive human breast carcinomas promote tumor growth and angiogenesis through elevated SDF-1/CXCL12 secretion. Cell. 2005;121:335–348. doi: 10.1016/j.cell.2005.02.034. [DOI] [PubMed] [Google Scholar]
- 54.Gale KL, Rakha EA, Ball G, Tan VK, McCulley SJ, Macmillan RD. A case-controlled study of the oncologic safety of fat grafting. Plastic and reconstructive surgery. 2015;135:1263–1275. doi: 10.1097/PRS.0000000000001151. [DOI] [PubMed] [Google Scholar]
- 55.Bouganim N, Tsvetkova E, Clemons M, Amir E. Evolution of sites of recurrence after early breast cancer over the last 20 years: implications for patient care and future research. Breast Cancer Res Treat. 2013;139:603–606. doi: 10.1007/s10549-013-2561-7. [DOI] [PubMed] [Google Scholar]
- 56.Mansi JL, Gogas H, Bliss JM, Gazet JC, Berger U, Coombes RC. Outcome of primary-breast-cancer patients with micrometastases: a long-term follow-up study. Lancet. 1999;354:197–202. doi: 10.1016/s0140-6736(98)10175-7. [DOI] [PubMed] [Google Scholar]
- 57.Braun S, Vogl FD, Naume B, et al. A pooled analysis of bone marrow micrometastasis in breast cancer. The New England journal of medicine. 2005;353:793–802. doi: 10.1056/NEJMoa050434. [DOI] [PubMed] [Google Scholar]
- 58.Gutowski KA. Current applications and safety of autologous fat grafts: a report of the ASPS fat graft task force. Plastic and reconstructive surgery. 2009;124:272–280. doi: 10.1097/PRS.0b013e3181a09506. [DOI] [PubMed] [Google Scholar]
- 59.Coleman SR. Structural fat grafting: more than a permanent filler. Plastic and reconstructive surgery. 2006;118:108S–120S. doi: 10.1097/01.prs.0000234610.81672.e7. [DOI] [PubMed] [Google Scholar]
- 60.Khouri R, Del Vecchio D. Breast reconstruction and augmentation using pre-expansion and autologous fat transplantation. Clinics in plastic surgery. 2009;36:269–280. viii. doi: 10.1016/j.cps.2008.11.009. [DOI] [PubMed] [Google Scholar]
- 61.Khouri RK, Rigotti G, Cardoso E, Khouri RK, Jr, Biggs TM. Megavolume autologous fat transfer: part II. Practice and techniques. Plastic and reconstructive surgery. 2014;133:1369–1377. doi: 10.1097/PRS.0000000000000179. [DOI] [PubMed] [Google Scholar]
- 62.Gir P, Brown SA, Oni G, Kashefi N, Mojallal A, Rohrich RJ. Fat grafting: evidence-based review on autologous fat harvesting, processing, reinjection, and storage. Plastic and reconstructive surgery. 2012;130:249–258. doi: 10.1097/PRS.0b013e318254b4d3. [DOI] [PubMed] [Google Scholar]
- 63.Mamounas EP, Tang G, Fisher B, et al. Association between the 21-gene recurrence score assay and risk of locoregional recurrence in node-negative, estrogen receptor-positive breast cancer: results from NSABP B-14 and NSABP B-20. J Clin Oncol. 2010;28:1677–1683. doi: 10.1200/JCO.2009.23.7610. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64.Wilkins EG, Alderman AK. Breast reconstruction practices in north america: current trends and future priorities. Semin Plast Surg. 2004;18:149–155. doi: 10.1055/s-2004-829049. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Joslyn SA. Patterns of care for immediate and early delayed breast reconstruction following mastectomy. Plastic and reconstructive surgery. 2005;115:1289–1296. doi: 10.1097/01.prs.0000156974.69184.5e. [DOI] [PubMed] [Google Scholar]
- 66.Christian CK, Niland J, Edge SB, et al. A multi-institutional analysis of the socioeconomic determinants of breast reconstruction: a study of the National Comprehensive Cancer Network. Annals of surgery. 2006;243:241–249. doi: 10.1097/01.sla.0000197738.63512.23. [DOI] [PMC free article] [PubMed] [Google Scholar]
