Literature DB >> 25672561

Systematization of Oncoplastic Surgery: Selection of Surgical Techniques and Patient-Reported Outcome in a Cohort of 1,035 Patients.

Mahdi Rezai1, Sarah Knispel1,2, Stephanie Kellersmann1,2, Hildegard Lax3, Rainer Kimmig2, Peter Kern4,5.   

Abstract

INTRODUCTION: Functional and aesthetic outcome after breast-conserving surgery are vital endpoints for patients with primary breast cancer. A large variety of oncoplastic techniques exist; however, it remains unclear which techniques yield the highest rates of local control at first surgery, omission of reexcision or subsequent mastectomy, and merits the highest degree of patient satisfaction.
METHODS: In this retrospective case cohort trial with a customized investigational questionnaire for assessment of patient satisfaction with the surgical result, we analyzed 1,035 patients with primary, unilateral breast cancer and oncoplastic surgery from 2004 to 2009.
RESULTS: Analysis of patient reported outcome (PRO) revealed that 88 % of the cohort was satisfied with their aesthetic result using oncoplastic techniques following the concept presented. These results also were achieved in difficult tumor localizations, such as upper inner and lower inner quadrant. Conversion rate from breast-conserving therapy to secondary mastectomy was low at 7.2 % (n = 68/944 patients). The systematization of oncoplastic techniques presented-embedded in a multimodal concept of breast cancer therapy-facilitates tumor control with a few number of uncomplicated techniques adapted to tumor site and size with a median resection of 32 (range 11-793) g. Five-year recurrence rate in our cohort was 4.0 %.
CONCLUSIONS: Patient's satisfaction was independent from age, body mass index, resection volume, tumor localization, and type of oncoplastic surgery (p > 0.05). We identified postoperative pain as an important negative impact factor on patient's satisfaction with the aesthetic result (p = 0.0001).

Entities:  

Mesh:

Year:  2015        PMID: 25672561      PMCID: PMC4565865          DOI: 10.1245/s10434-015-4396-4

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


The oncologic outcome of breast-conserving surgery is equivalent to mastectomy, when free margins are achieved and adjuvant radiotherapy of the operated breast is applied.1–5 Oncoplastic breast conserving techniques combine two aspects: oncological safety with a resection of the tumor with free margins and optimal aesthetic aspects.6–8 Breast-conserving oncoplastic techniques divide into volume displacement and volume replacement techniques: the first are constituted by rotational mammaplasty techniques (glandular rotation mammaplasty, dermoglandular rotation mammaplasty and tumor-adapted mastopexy), the latter by latissimus-dorsi-flap and lateral thoracic advancement flap.9–11 We investigated the options and limitations of oncoplastic surgery as well as patient satisfaction in a large cohort of oncoplastic patients. As primary endpoints, we defined: the oncological safety of oncoplastic breast surgery (clear margins, low recurrence rate) and feasibility (reexcision rates, secondary mastectomy rates) as well as patient satisfaction [patient-reported outcome (PRO)].

Patients and Methods

We analysed data of 1,035 oncoplastic patients in a breast unit of maximum care from 2004 to 2009 retrieved from patient charts and used a customized questionnaire for evaluation of current patient satisfaction. An additional questionnaire as a validated instrument of perceived esthetic and functional status of the breast was used, i.e., “BCTOS” (Breast Cancer Treatment Outcome Scale), first described by Stanton et al.,12 and ratings in this scale were correlated to the ratings in our customized questionnaire. Data cutoff was at February 2013. We explored the following characteristics, comorbidities, and surgery-related complications: Patient characteristics (body-mass-index, age, menarche, menopause, family history of breast cancer) Tumor characteristics (histology, TNM-classification, immunohistochemical subtype, tumor localization) Surgical treatment characteristics (local therapy: operation—type of surgery, margins, reexcision rate, resection volume) Physical sequelae/complications: (early: <14 days; late: ≥14 days) Pain scale Secondary mastectomy rates and its influencing factors Patient satisfaction with the aesthetic outcome Disease-free and overall survival Intrinsic subtypes have been approximated by immunohistochemical characterization according to 12th St. Gallen International Consensus Conference.13 This study complies with the principles of the Declaration of Helsinki and was approved by the institutional review board.

Surgical Techniques

Surgical techniques were based first on tumour location, second on the condition whether the lesion was unicentric or multicentric, and whether resection volume would exceed >20 % of the breast. For all locations of the upper hemisphere of the breast and unicentric tumours, glandular rotation mammaplasty was the standard option for reshaping of the breast. With multicentricity or breast resection >20 % or tumours of the lower hemisphere of the breast, a reduction mammaplasty pattern was applied (inferior-pedicled technique described by Ribeiro in the modification of the author) to reconstitute the optimal breast form. This procedure avoids birds peak deformations for patients with gross resection of tissue in the lower quadrants of the breast. Where fat tissue was readily accessible for volume displacement without necessity of musculocutaneous flaps, this was incorporated in the concept of reshaping of the breast such as the thoracoepigastric flap for the lower quadrants (in cases of skin resection) and lateral thoracic advancement flap for the upper outer quadrant (in cases with need of additional volume replacement).9

Statistics

Because statistical tests—χ 2/Likelihood, Mantel–Haenszel test, and Wilcoxon’s test—for calculation were applied, p values must be seen as descriptive, not adjusted. Log-rank test and Wilcoxon rank-sum tests were used (Fig. 1). To calculate 5-year overall survival and disease-free survival, the date of death or local recurrence was defined as the endpoint, respectively, and the duration of follow-up was calculated as the date of breast-conserving surgery to this endpoint.
Fig. 1

Surgical techniques

Surgical techniques

Results

Of 1,035 patients with oncoplastic operations, 944 patients met the inclusion criteria (REMARK diagram, see Supplement, Material 1); 70.7 % (624/882) of patients responded to the emission of questionnaires. Average age was 57.6 years (median 58, range 25–88 years). Patient characteristics are shown in Table 1.
Table 1

Patient characteristics

CohortProzentRespondersNonresponders
n = 944 n = 624 n = 320
CharacteristicsNo.%No.%No.%
Age group at time of surgery (year)
 20–2970.710.261.9
 30–39414.3213.4206.3
 40–4919020.111017.68025.0
 50–5926127.717227.58927.7
 60–6930532.321534.59028.1
 70–7912813.610016.0288.8
 80–89121.350.872.2
 Unknown0000.000.0
BMI
 Underweight (BMI 15–19.9 kg/m2)565.9274.3299.0
 Normal weight (BMI 20–24.9 kg/m2)53456.635657.117855.6
 Overweight (BMI 25–29.9 kg/m2)26928.518429.58526.7
 Obesity (BMI > 30.0 kg/m2)727.6518.2216.6
 Unknown131.460.972.1
Age of menarche (year)
 <12707.46810.9
 12–1650953.950981.6
 17–20202.1203.2
 >2020.220.3
 Unknown34336.3254.0
Age at menopause (year)
 <3030.330.5
 30–39323.4325.2
 40–4923925.323938.3
 50–5920621.820633.0
 ≥6070.771.1
 Unknown45748.413721.9
Menopause status at time of surgery
 Premenopausal616.5619.800.0
 Perimenopausal111.2111.800.0
 Postmenopausal57661.846975.210733.4
 Unknown29631.38313.221366,6
Hormone replacement therapy
 Administered, duration unknown15216.110917.54313.5
 Administered up to 10 years12313.012019.230.9
 Administered 10 years or more27028.626943.110.3
 Not administered12112.911418.372.2
 Unknown27829.4121.926683.1
Family history of breast cancer
 BRCA-positive181.9182.900.0
 BRCA-negative23524.519431.14112.8
 Negative39842.239763.610.3
 Unknown293431.4152.427886.9
Patient characteristics The selection of an oncoplastic technique presented follows a nomogram that we adapted to the tumor localization, tumor size, and the volume of the breast. The different choices of techniques are displayed in Fig. 2.
Fig. 2

Selection of oncoplastic techniques

Selection of oncoplastic techniques In the lower hemisphere of the breast, 55.4 % of tumors were operated by tumor-adapted mastopexy, whereas glandular rotation mammoplasty was less frequently used here (36.2 %). In the upper part of the breast, glandular rotation mammoplasty was the most frequently used technique (69.5 %), whereas tumor-adapted mastopexy was not commonly performed (11.3 %, p > 0.001). One-third (29.7 %) of multicentric or multifocal tumors were operated by tumor-adapted mastopexy. Dermoglandular rotation mammaplasty and lateral thoracic advancement flap are predominantly performed in cases of involvement of the upper outer quadrant of the breast. Glandular rotation mammaplasty and latissimus-dorsi-flap were not associated with specific tumor locations (Table 2). The tumor-adapted mastopexy was characterized by a significantly higher median resection volume (52 g) compared with the glandular rotation mammaplasty (29 g; p < 0.001). Tumor size was not a determining factor for the choice of a certain oncoplastic technique (p > 0.05).
Table 2

Oncoplastic techniques by tumor location

Tumor location
Oncoplastic techniquesLowera Multifocal/multicentricNAC and horizontal transitionb Upperc UnknownTotal
n (%) n (%) n (%) n (%) n (%) n (%)
Glandular rotation mammaplasty47 (36.2)70 (63.1)68 (68.0)405 (69.5)12 (60.0)602 (63.8)
Dermoglandular rotation mammaplasty8 (6.2)2 (1.8)3 (3.0)49 (8.4)1 (5.0)63 (6.7)
Tumor-adapted mastopexy72 (55.4)33 (29.7)23 (23.0)66 (11.3)3 (15.0)197 (20.9)
Lateral thoracic advancement flap2 (1.5)1 (0.9)3 (3.0)36 (6.2)0 (0.0)42 (4.4)
Latissimus-dorsi flap01 (0.9)05 (0.9)1 (5.0)7 (0.7)
Others1 (0.8)2 (2.7)3 (3.0)19 (3.3)1 (5.0)27 (2.9)
Unknown01 (0.9)03 (0.5)2 (10.0)6 (0.6)
Total130 (13.8)111 (11.8)100 (10.6)583 (61.8)20 (2.1)944 (100)

aLower inner quadrant, lower outer quadrant, 6 o’clock

b3 and 9 o’clock

cUpper outer quadrant, upper inner quadrant, 12 o’clock

Oncoplastic techniques by tumor location aLower inner quadrant, lower outer quadrant, 6 o’clock b3 and 9 o’clock cUpper outer quadrant, upper inner quadrant, 12 o’clock

Aesthetic Outcome

From 624 responders, 558 patients provided information about patient satisfaction with the aesthetic outcome (PRO). Results of PRO revealed a total of high degree of satisfaction with 78 % rating the aesthetic result as very good (55 %) or good (23 %). Combined with the rating “satisfactory” (10 %), a total of 88 % were satisfied with their surgical result. Five percent scored “fair,” 3 % “insufficient,” and 5 % “unsatisfactory.”

Aesthetic Outcome in Questionnaires and Breast Cancer Treatment Outcome Scale

We compared the ratings of aesthetic outcome in our customized questionnaires with the results of the Breast Cancer Treatment Outcome Scale (BCTOS).12 In the BCTOS ratings, patients evaluated the outcome of the treated vs. untreated breast in 80.3 and 83.5 %, respectively, as “no difference or almost no difference” regarding the size and form of the breast. We found a significant correlation for good functional and aesthetic outcome in the BCTOS (= no difference or almost no difference) with high ratings of satisfaction in our customized questionnaire (p < 0.001).

Factors that Influence the Perception of the Aesthetic Result

Factors that negatively influence the assessment of the aesthetic result were postoperative pain, wound infection, and issues related to scars. A higher intensity of pain on a visual analogue scale (VAS) ≥5 also was associated with less satisfaction with aesthetic outcome (p < 0.0001). Vice versa, those patients rating the aesthetic result as “very good” and “good” experienced low pain intensity in 86.3 % during the period of 14 days after surgery. This trend corresponded well with the perception of patients beyond the first 2 weeks after surgery. Complication rate was low with 3.3 % wound infection (20/624), 9.5 % broadening of the scars (56/624), and 7.9 % occurrence of keloids (47/624). A total of 60.1 % of patients experienced perceptibility of the scar by palpation (346/624). The correlation of these complications with a lower rating of the aesthetic result was statistically significant [wound infection (p < 0.0001), broadening of the scars (p < 0.0001), perceptibility of the scars by palpation (p < 0.0001), and occurrence of keloids (p < 0.0001)].

Factors That Do Not Influence the Rating of the Aesthetic Result

The following factors did not exert any impact on the patient satisfaction (p > 0.05): Resection volume Type of oncoplastic technique Age at time of surgery Body mass index (BMI) at time of surgery Tumor localization The following boxplots illustrate the independence of the aesthetic result from the factors: resection volume, type of surgery, and localization of the tumor (Fig. 3a–c).
Fig. 3

a Aesthetic outcome (1 = very good; 2 = good; 3 = satisfactory; 4 = fair; 5 = insufficient; 6 = unsatisfactory) and the influence of resection volume (g). b Aesthetic outcome (1 = very good; 2 = good; 3 = satisfactory; 4 = fair; 5 = insufficient; 6 = unsatisfactory) and the influence of the choice of the primary surgical technique (1 = glandular rotation mammoplasty; 2 = dermoglandular rotation mammoplasty; 3 = tumor-adapted mastopexies; 4 = lateral thoracic advancement flap; 5 = latissimus-dorsi-flap; 6 = others). c Aesthetic outcome (1 = very good; 2 = good; 3 = satisfactory; 4 = fair; 5 = insufficient; 6 = unsatisfactory) and the influence of the tumor localization (1 = upper outer; 2 = upper inner; 3 = lower outer; 4 = lower inner; 5 = transition; 6 = multicentric and multifocal)

a Aesthetic outcome (1 = very good; 2 = good; 3 = satisfactory; 4 = fair; 5 = insufficient; 6 = unsatisfactory) and the influence of resection volume (g). b Aesthetic outcome (1 = very good; 2 = good; 3 = satisfactory; 4 = fair; 5 = insufficient; 6 = unsatisfactory) and the influence of the choice of the primary surgical technique (1 = glandular rotation mammoplasty; 2 = dermoglandular rotation mammoplasty; 3 = tumor-adapted mastopexies; 4 = lateral thoracic advancement flap; 5 = latissimus-dorsi-flap; 6 = others). c Aesthetic outcome (1 = very good; 2 = good; 3 = satisfactory; 4 = fair; 5 = insufficient; 6 = unsatisfactory) and the influence of the tumor localization (1 = upper outer; 2 = upper inner; 3 = lower outer; 4 = lower inner; 5 = transition; 6 = multicentric and multifocal) Patients across all ages and all BMI groups reported a high degree of satisfaction with the aesthetic result. BMI did not have any impact on the aesthetic result (p > 0.05). The majority of patients denoted that oncoplastic surgery did not have an impact on partnership (88 %) or body image (74 %).

Reexcision Rate and Necessity of Secondary Mastectomy to Achieve Local Control

In 11.4 % (108/944) of patients, margins were unclear after first oncoplastic surgery, of which 89.8 % (97/108) underwent reexcision. This resulted in a margin clearance of 96.9 % for all patients opting for reexcision. However 10.2 % (11/108) of patients did not undergo reexcision. Finally, a proportion of 1.5 % (14/944) of the whole oncoplastic cohort remained with unclear margins. Factors that influenced the clearness of margins were multicentricity or multifocality of tumors (p < 0.001). Neither T stage nor resection volume had an impact on primarily achieved margin status (p > 0.05). In a total of 7.2 % (68/944) of the cohort, a secondary mastectomy had to be performed. We identified ductal carcinoma in situ (DCIS) (p = 0.001) with and without invasive subtype as an independent risk factor for a subsequent mastectomy, and likewise this was the case for lobular histology (p = 0.001). A total of 13.6 % (n = 15/110) of lobular histology underwent mastectomy, whereas 5.8 % (n = 33/572) of invasive ductal histological subtype underwent this procedure. Mastectomy as a subsequent procedure did not correlate with the choice of oncoplastic technique used for primary surgery (p > 0.05). In 77.4 % (n = 731/944) of patients, the first oncoplastic operation was the definitive and final procedure. In 22.6 % (213/944) of cases, patients underwent two more surgical procedures. Reasons other than clearance of margins for a subsequent operation were bleeding in 5.0 % (47/944), contralateral alignment in 1.9 % (18/944), and dehiscence of scars in 0.4 % (4/944).

Local Recurrence Rates

Thirty-eight women (4.0 %) experienced a local recurrence at a median follow-up time of 5.2 years. We detected no significant difference between the oncoplastic techniques. Five-year disease-free survival was 90.9 %, and 5-year overall survival was 94.5 %.

Discussion

Optimal local tumor control and the prevention of recurrence or metastatic spread by surgery, radiotherapy, and systemic therapy are the primary goal of breast cancer treatment.14 The systematization of oncoplastic operations presented in our study facilitates a high degree of local oncological control for any tumor localization and almost any tumor size. Nomograms for oncoplastic surgery were published by Veronesi et al., who presented reconstructive variations after quadrantectomy with higher aesthetic outcomes.15 The local recurrence rate in our study of 4.0 % is low in the context of international literature, where recurrence rates up to 9 % are reported in similar cohorts.16,17 In a recent meta-analysis of Losken et al., local recurrence occurred in oncoplastic patients only at a rate of 4 % compared with patients operated with breast-conserving therapy (7 %).1 The rate of subsequent operations performed in our cohort corresponds with international data, in which reexcision rates from 10 to 18 % are described.18–20 The conversion rate from oncoplastic procedure to mastectomy is low at 7.2 % in our cohort. This emphasizes the fact that extensive autologous or heterologous reconstructions may be spared when appropriate oncoplastic techniques are primarily applied.21 DCIS, multicentricity, and multifocality are known factors for a higher rate of local recurrence and consecutively mastectomy.14 Multicentric DCIS has been described as an indication for a subsequent mastectomy.22 Clear margins go along with a reduced risk of local recurrence whatever the distance of margins has been.23 In international literature, rates of unclear margins from 10.6 to 38 % are described.24–28 Our results were comparably low with a rate of 11.4 % of unclear margins after primary surgery. Only a few patients of our cohort refused reexcision of unclear margins (n = 11). We did not detect any recurrences in these patients during the period of 5-year follow-up. There was no significant correlation between a certain oncoplastic technique and the rate of unclear margins. In 2013, Down et al. demonstrated an advantage of oncological safety (lower rate of unclear margins) through oncoplastic techniques in a cohort of 158 patients. Oncoplastic techniques have been applied whenever the estimated volume of resection was higher than 10 % of breast volume in the inner quadrants and 20 % in the outer quadrants.29 Similar recommendations were given by Veronesi et al.30 Not only oncological safety but also aesthetic aspects are centrally incorporated in the oncoplastic concept as Cardoso and Heneghan et al. stated.31,32 Controversial data are reported as to patient satisfaction with the aesthetic result with a range of 40–89.5 %.1,33 We recorded a high degree of patient satisfaction with the aesthetic result at the upper range of internationally published data with 88 % of patients being satisfied with the aesthetic result. Over a wide range of 11–793 (median 32) g, breast conservation appears feasible following this nomogram. Breast-tumor ratio and relative excision volume goes along with generally worse cosmetic outcome if conventional breast-conserving therapies are applied.34–37 Yang et al. demonstrated a high degree of satisfaction with aesthetic results independent of the extent of excision volume by using oncoplastic surgical techniques.7 Waljee et al. reported as treatment-related factors predictive for asymmetry: reexcision, postoperative seroma, and radiotherapy.38 These factors were comparatively low in our cohort. Tumor localizations in the upper inner and lower outer quadrant impose a high challenge to the surgeon´s skills with the risk of asymmetry.39 Even in difficult tumors locations, we did not find a deterioration of patient satisfaction; likewise, it was published in a smaller case series by Fitoussi et al.40 Most recently, smaller studies with oncoplastic techniques reported 72 patients that underlined the necessity of contralateral alignment during the same operation, which was performed in 53 of 72 patients (73.6 %) published by Rose et al.20 We report a low rate of 1.9 % (18/944 patients) with contralateral alignment operation. BMI and age did not have a negative impact on the rating of the aesthetic outcome in our cohort contrary to other study data.31,41

Conclusions

The systematization of oncoplastic techniques in the concept presented in this study (Fig. 3) embedded in a multimodal concept of breast cancer therapy1–3 facilitates tumor control with the use of uncomplicated techniques adapted to tumor site and size with a median resection of 32 (range 11–793) g in this cohort. It demonstrated a high level of satisfaction of patient-reported outcome using this concept. These favourable results were independent from age, BMI, resection volume, tumor localization, and type of oncoplastic surgery. We identified postoperative pain as an important factor to deteriorate patient satisfaction. This underlines the need for a well-structured pain management schedule postoperatively to eliminate this negative factor that influences patient assessment of the surgical result. Below is the link to the electronic supplementary material. Supplementary material 1 (DOCX 49 kb) Supplementary material 2 (DOCX 16 kb)
  40 in total

1.  Outcome analysis of 541 women undergoing breast conservation therapy.

Authors:  David A Kelly; Benjamin C Wood; Gregory M Knoll; Shu C Chang; John C Crantford; Gaurav D Bharti; Edward A Levine; James T Thompson
Journal:  Ann Plast Surg       Date:  2012-05       Impact factor: 1.539

2.  Do reexcisions impair aesthetic outcome in breast conservation surgery? Exploratory analysis of a prospective cohort study.

Authors:  Joerg Heil; Kathrin Breitkreuz; Michael Golatta; Elena Czink; Julia Dahlkamp; Joachim Rom; Florian Schuetz; Maria Blumenstein; Geraldine Rauch; Christof Sohn
Journal:  Ann Surg Oncol       Date:  2011-07-15       Impact factor: 5.344

Review 3.  Breast conservation: current results and future perspectives at the European Institute of Oncology.

Authors:  Umberto Veronesi; Stefano Zurrida
Journal:  Int J Cancer       Date:  2007-04-01       Impact factor: 7.396

Review 4.  Surgical considerations in early-stage breast cancer: lessons learned and future directions.

Authors:  Michael S Sabel
Journal:  Semin Radiat Oncol       Date:  2011-01       Impact factor: 5.934

5.  Oncoplastic breast surgery for cancer: analysis of 540 consecutive cases [outcomes article].

Authors:  Alfred D Fitoussi; M G Berry; Fausto Famà; Marie-Christine Falcou; Alain Curnier; Benoit Couturaud; Fabien Reyal; Remy J Salmon
Journal:  Plast Reconstr Surg       Date:  2010-02       Impact factor: 4.730

6.  Lumpectomy margins are affected by tumor size and histologic subtype but not by biopsy technique.

Authors:  Anees B Chagpar; Robert C G Martin; Lee J Hagendoorn; Celia Chao; Kelly M McMasters
Journal:  Am J Surg       Date:  2004-10       Impact factor: 2.565

7.  Effect of esthetic outcome after breast-conserving surgery on psychosocial functioning and quality of life.

Authors:  Jennifer F Waljee; Emily S Hu; Peter A Ubel; Dylan M Smith; Lisa A Newman; Amy K Alderman
Journal:  J Clin Oncol       Date:  2008-07-10       Impact factor: 44.544

Review 8.  Breast-conserving treatment of breast cancer--oncological and reconstructive aspects.

Authors:  Stefan Kramer; Maren Darsow; Sherko Kummel; Rainer Kimmig; Mahdi Rezai
Journal:  Gynakol Geburtshilfliche Rundsch       Date:  2008-04-16

9.  Oncoplastic surgery and cancer relapses: cosmetic and oncological results in 489 patients.

Authors:  G Semprini; F Cattin; L Vaienti; M Brizzolari; C Cedolini; P C Parodi
Journal:  Breast       Date:  2013-07-09       Impact factor: 4.380

10.  Cosmesis and satisfaction after breast-conserving surgery correlates with the percentage of breast volume excised.

Authors:  R A Cochrane; P Valasiadou; A R M Wilson; S K Al-Ghazal; R D Macmillan
Journal:  Br J Surg       Date:  2003-12       Impact factor: 6.939

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Authors:  A Arnaout; D Ross; E Khayat; J Richardson; M Kapala; R Hanrahan; J Zhang; C Doherty; M Brackstone
Journal:  Curr Oncol       Date:  2019-06-01       Impact factor: 3.677

2.  Modern Breast Cancer Surgery 1st Central-Eastern European Professional Consensus Statement on Breast Cancer.

Authors:  Zoltán Mátrai; Péter Kelemen; Csaba Kósa; Róbert Maráz; Attila Paszt; Gábor Pavlovics; Ákos Sávolt; Zsolt Simonka; Dezső Tóth; Miklós Kásler; Andrey Kaprin; Petr Krivorotko; Ferenc Vicko; Piotr Pluta; Agnieszka Kolacinska-Wow; Dawid Murawa; Jerzy Jankau; Slawomir Ciesla; Daniel Dyttert; Martin Sabol; Andrii Zhygulin; Artur Avetisyan; Alexander Bessonov; György Lázár
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Authors:  Idam de Oliveira-Junior; Igor de Araujo da Silva; Fabíola Cristina Brandini da Silva; Jonathas José da Silva; Almir José Sarri; Carlos Eduardo Paiva; René Aloisio da Costa Vieira
Journal:  Breast Care (Basel)       Date:  2020-07-17       Impact factor: 2.268

6.  Surgical Predictive Model for Breast Cancer Patients Assessing Acute Postoperative Complications: The Breast Cancer Surgery Risk Calculator.

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