Literature DB >> 32875465

Development of a Classification Tree to Predict Implant-Based Reconstruction Failure with or without Postmastectomy Radiation Therapy for Breast Cancer.

Jie Jane Chen1, Rie von Eyben2, Paulina M Gutkin2, Erin Hawley2, Frederick M Dirbas3, Gordon K Lee4, Kathleen C Horst5.   

Abstract

PURPOSE: The aim of this study was to determine the complications, incidence, and predictors of implant-based reconstruction failure (RF) among patients treated with mastectomy for breast cancer.
METHODS: We retrospectively reviewed 108 patients who underwent mastectomy, tissue expander, and implant-based breast reconstruction with or without radiation therapy (RT) at our institution (2000-2014). Descriptive statistics determined complication incidences, with major complications defined as any complications requiring surgical intervention or inpatient management. Chi square and Fisher's exact tests determined differences in RF incidences, defined as implant loss. Logistic regression analyses identified predictors of RF.
RESULTS: Median follow-up was 42.5 months. Sixty patients (55.6%) experienced major complications. Overall, 27 patients (25%) experienced RF. Incidences of RF were significantly increased in patients who had any major complication (43.3% vs. 2.1%; p < 0.0001), especially infection (61.3% vs. 10.4%; p < 0.0001), delayed wound healing (83.3% vs. 21.7%; p = 0.004), and implant exposure (80.0% vs. 19.4%; p = 0.0002). Receiving RT, but not timing of RT, significantly predicted RF [odds ratio (OR) 4.00, 95% confidence interval (CI) 1.11-14.47; p = 0.03]. On multivariable analysis, infection (OR 7.69, 95% CI 2.12-27.89; p = 0.002) and delayed wound healing (OR 17.86, 95% CI 1.59-200.48; p = 0.02) independently predicted for RF. Our newly developed classification tree, which includes stepwise assessment of major infection, delayed wound healing, implant exposure, age ≥ 50 years, and total number of lymph nodes removed ≥ 10, accurately predicted 74% of RF events and 75% of non-RF events.
CONCLUSIONS: Infection or delayed wound healing requiring surgical intervention or hospitalization and receipt of RT, but not radiation timing, were significant predictors of RF. Our classification tree demonstrated > 70% accuracy for stepwise prediction of RF.

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Year:  2020        PMID: 32875465     DOI: 10.1245/s10434-020-09068-3

Source DB:  PubMed          Journal:  Ann Surg Oncol        ISSN: 1068-9265            Impact factor:   5.344


  43 in total

1.  Complication rates of radiation on tissue expander and autologous tissue breast reconstruction.

Authors:  Tiffany Berry; Suzanne Brooks; Nicole Sydow; Risal Djohan; Benjamin Nutter; Joanne Lyons; Jill Dietz
Journal:  Ann Surg Oncol       Date:  2010-09-19       Impact factor: 5.344

2.  Immediate implant-based breast reconstruction following total skin-sparing mastectomy: defining the risk of preoperative and postoperative radiation therapy for surgical outcomes.

Authors:  Hani Sbitany; Frederick Wang; Anne W Peled; Rachel Lentz; Michael Alvarado; Cheryl A Ewing; Laura J Esserman; Barbara Fowble; Robert D Foster
Journal:  Plast Reconstr Surg       Date:  2014-09       Impact factor: 4.730

3.  Immediate Reconstruction of the Radiated Breast: Recent Trends Contrary to Traditional Standards.

Authors:  Shailesh Agarwal; Kelley M Kidwell; Aaron Farberg; Jeffrey H Kozlow; Kevin C Chung; Adeyiza O Momoh
Journal:  Ann Surg Oncol       Date:  2015-01-07       Impact factor: 5.344

4.  Impact of Evolving Radiation Therapy Techniques on Implant-Based Breast Reconstruction.

Authors:  Horatiu Muresan; Gretl Lam; Benjamin T Cooper; Carmen A Perez; Alexes Hazen; Jamie P Levine; Pierre B Saadeh; Mihye Choi; Nolan S Karp; Daniel J Ceradini
Journal:  Plast Reconstr Surg       Date:  2017-06       Impact factor: 4.730

Review 5.  Conservative mastectomies for breast cancer and risk-reducing surgery: the Memorial Sloan Kettering Cancer Center experience.

Authors:  Aidan T Manning; Virgilio S Sacchini
Journal:  Gland Surg       Date:  2016-02

6.  Trends in mastectomy and reconstruction for breast cancer; a twelve year experience from a tertiary care center.

Authors:  James M Chang; Heidi E Kosiorek; Amylou C Dueck; William J Casey; Alanna M Rebecca; Raman Mahabir; Samir H Patel; Sameer R Keole; William W Wong; Carlos E Vargas; Michele Y Halyard; Richard J Gray; Nabil Wasif; Chee-Chee H Stucky; Barbara A Pockaj
Journal:  Am J Surg       Date:  2016-09-29       Impact factor: 2.565

7.  Complications and patient satisfaction following expander/implant breast reconstruction with and without radiotherapy.

Authors:  E A Krueger; E G Wilkins; M Strawderman; P Cederna; S Goldfarb; F A Vicini; L J Pierce
Journal:  Int J Radiat Oncol Biol Phys       Date:  2001-03-01       Impact factor: 7.038

8.  Bilateral Mastectomy versus Breast-Conserving Surgery for Early-Stage Breast Cancer: The Role of Breast Reconstruction.

Authors:  Claudia R Albornoz; Evan Matros; Clara N Lee; Clifford A Hudis; Andrea L Pusic; Elena Elkin; Peter B Bach; Peter G Cordeiro; Monica Morrow
Journal:  Plast Reconstr Surg       Date:  2015-06       Impact factor: 4.730

9.  Incidence of major corrective surgery after post-mastectomy breast reconstruction and radiation therapy.

Authors:  Julia S Wong; Alice Y Ho; Carolyn M Kaelin; Karyn L Bishop; Barbara Silver; Rebecca Gelman; Jay R Harris; Charles A Hergrueter
Journal:  Breast J       Date:  2008 Jan-Feb       Impact factor: 2.431

10.  Natrelle round silicone breast implants: Core Study results at 10 years.

Authors:  Scott L Spear; Diane K Murphy
Journal:  Plast Reconstr Surg       Date:  2014-06       Impact factor: 4.730

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