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Bistoni G, Sofo F, Cagli B, Buccheri EM, Mallucci P. Artificial Intelligence, Genuine Outcome: Analysis of 72 Consecutive Cases of Subfascial Augmentation Mastopexy With Smooth Round Implants Supported by P4HB Scaffold. Aesthet Surg J 2024; 44:1154-1166. [PMID: 38744432 DOI: 10.1093/asj/sjae109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Revised: 04/25/2024] [Accepted: 04/25/2024] [Indexed: 05/16/2024] Open
Abstract
BACKGROUND Ptosis recurrence often leads to unsatisfactory results after mastopexy, even more so when additional stress is provided by implants on compromised native tissue. The poly-4-hydroxybutyrate(P4HB) scaffold (GalaFLEX) with its favorable safety profile and proven long-term mechanical strength represents a preferred option for soft tissue support. OBJECTIVES The primary endpoint was assessment of lower pole stretch from the early postoperative period up to 3 years. METHODS Out of 151 patients who underwent surgery by G.B. from March 2020 to December 2023, a total of 72 with a 12-month-mininum follow-up who had primary (46) or secondary (26) augmentation mastopexy with subfascial round smooth implants and P4HB scaffold support were included in the study. Three-dimensional artificial intelligence software was utilized for all measurements. Further analysis included evaluation of ptosis recurrence and all complications. RESULTS No recurrent ptosis, bottoming out, implant displacement, or capsular contracture was reported during follow-up (mean, 24.8 months). The lower pole arch's elongation was 8.04% and 9.44% at 1 and 3 years respectively, comparing favorably with previous reports. Statistically significant correlation (P < .05) between implant size and lower pole stretch was noted, this being greater for larger implants (> 400 cc; P = .0011) and primary cases (P = .1376). Progressive volume redistribution from upper to lower pole was observed in the first year, with substantial stability thereafter. CONCLUSIONS This is the largest published series reporting long-term results (up to 45 months) in mastopexy augmentation with GalaFLEX, suggesting its supportive role in lower pole stability even in the setting of concurrent breast augmentation with smooth implants in a subfascial plane. LEVEL OF EVIDENCE: 4
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La Padula S, Pensato R, Al-Amer R, Hersant B, Meningaud JP, Noel W, D'Andrea F, Rocco N. Three Pedicle-Based Nipple-Sparing Skin-Reducing Mastectomy Combined with Prepectoral Implant-Based Breast Reconstruction. Plast Reconstr Surg 2024; 154:430e-441e. [PMID: 37749785 DOI: 10.1097/prs.0000000000011092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/27/2023]
Abstract
BACKGROUND Nipple-sparing mastectomy (NSM) and immediate breast reconstruction have demonstrated positive aesthetic outcomes and high patient satisfaction. However, challenges arise when performing NSM on patients with large and ptotic breasts because of the higher risk of nipple-areola complex (NAC) necrosis. This study proposes a new technique: the three pedicle-based nipple-sparing skin-reducing mastectomy (TP-NSSRM), combined with direct-to-implant (DTI) breast reconstruction, aimed at reducing complications. METHODS A prospective study was conducted from November of 2021 to April of 2022, enrolling patients with large and drooping breasts requiring mastectomy for breast cancer treatment or risk reduction. Patient selection criteria included a sternal notch-to-nipple distance of greater than or equal to 23 cm, grade 3 ptosis, and eligibility for immediate prepectoral DTI breast reconstruction. Patient satisfaction was assessed using BREAST-Q modules. RESULTS Seventy-two TP-NSSRM procedures combined with immediate DTI-based breast reconstruction were performed on a total of 45 patients. High patient satisfaction was observed, and statistically significant improvements were noted in postoperative BREAST-Q scores ( P = 0.001). The complication rate was low, and preservation of the nipple-areola complex was achieved in all cases. CONCLUSIONS The TP-NSSRM technique offers a potential solution for patients with large and drooping breasts undergoing NSM. It aims to minimize complications and achieve satisfactory outcomes. This study demonstrates favorable results in terms of patient satisfaction and quality of life. Further research and long-term follow-up are necessary to validate these findings and evaluate the long-term outcomes of this technique. CLINICAL QUESTION/LEVEL OF EVIDENCE Therapeutic, IV.
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Affiliation(s)
- Simone La Padula
- From the Department of Plastic and Reconstructive Surgery, Università Degli Studi di Napoli Federico II
- Breast Unit, Federico II University Hospital
| | - Rosita Pensato
- From the Department of Plastic and Reconstructive Surgery, Università Degli Studi di Napoli Federico II
| | | | - Barbara Hersant
- Department of Plastic, Reconstructive, and Maxillofacial Surgery, Henri Mondor Hospital, University Paris XII
| | - Jean Paul Meningaud
- Department of Plastic, Reconstructive, and Maxillofacial Surgery, Henri Mondor Hospital, University Paris XII
| | - Warren Noel
- Department of Infectious Disease-Dermatology and Plastic Surgery, University Hospital de la Réunion
| | - Francesco D'Andrea
- From the Department of Plastic and Reconstructive Surgery, Università Degli Studi di Napoli Federico II
- Breast Unit, Federico II University Hospital
| | - Nicola Rocco
- Breast Unit, Federico II University Hospital
- Department of Advanced Biomedical Sciences, University of Naples Federico II
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Knoedler S, Knoedler L, Kauke-Navarro M, Alfertshofer M, Obed D, Broer N, Kim BS, Könneker S, Panayi AC, Hundeshagen G, Kneser U, Pomahac B, Haug V. Quality of life and satisfaction after breast augmentation: A systematic review and meta-analysis of Breast-Q patient-reported outcomes. J Plast Reconstr Aesthet Surg 2024; 95:300-318. [PMID: 38945110 DOI: 10.1016/j.bjps.2024.06.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Revised: 06/03/2024] [Accepted: 06/06/2024] [Indexed: 07/02/2024]
Abstract
BACKGROUND Breast augmentation ranks among the most popular plastic surgery procedures. Yet, reports on post-operative patient-reported quality of life (QoL) and satisfaction remain conflicting. METHODS A systematic review was conducted following the PRISMA guidelines. Three databases were searched for eligible studies that reported pre-and/or post-operative Breast-Q™ augmentation scores for patient QoL (psychosocial, sexual, and physical well-being) and/or satisfaction. RESULTS A total of 39 studies (53 patient cohorts and 18,322 patients) were included in the quantitative synthesis. The pairwise meta-analysis revealed significant improvements in patient-reported psychosocial (MD: +38.10) and sexual well-being (MD: +40.20) as well as satisfaction with breast (MD: +47.88) (all p < 0.00001). Physical well-being improved slightly after breast augmentation (MD: +6.97; p = 0.42). The single-arm meta-analysis yielded comparable results, with Breast-Q™ scores in psychosocial and sexual well-being as well as satisfaction with breast increasing from 37.2, 31.1, and 26.3 to 75.0, 70.6, and 72.7, respectively (all p < 0.00001). Physical well-being improved by 8.1 (75.8 pre-operatively to 83.9 post-operatively; p = 0.17). Subgroup analyses highlighted higher QoL and satisfaction following breast augmentation for purely esthetic purposes and alloplastic mammaplasty. Although patient-reported physical and sexual well-being increased in the long term, psychosocial well-being was the highest in the short term. CONCLUSION Patient satisfaction with breast, psychosocial, and sexual well-being increased significantly after breast augmentation. In contrast, patient-reported physical well-being yielded ambivalent results, varying by mammaplasty technique and post-operative follow-up time. Plastic surgeons should be sensitized about our findings to refine eligibility criteria and gain a deeper understanding of the patients' perceived surgical experience. PROSPERO TRIAL REGISTRATION NO CRD42023409605.
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Affiliation(s)
- Samuel Knoedler
- Division of Plastic Surgery, Department of Surgery, Yale School of Medicine, New Haven, CT, USA; Division of Plastic Surgery, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA; Department of Plastic Surgery and Hand Surgery, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany
| | - Leonard Knoedler
- Division of Plastic Surgery, Department of Surgery, Yale School of Medicine, New Haven, CT, USA
| | - Martin Kauke-Navarro
- Division of Plastic Surgery, Department of Surgery, Yale School of Medicine, New Haven, CT, USA
| | - Michael Alfertshofer
- Department of Plastic Surgery and Hand Surgery, Klinikum Rechts der Isar, Technical University of Munich, Munich, Germany
| | - Doha Obed
- Department of Plastic, Aesthetic, Hand and Reconstructive Surgery, Hannover Medical School, Hannover, Germany
| | - Niclas Broer
- Department of Plastic, Reconstructive, Hand and Burn Surgery, Bogenhausen Academic Teaching Hospital Munich, Munich, Germany
| | - Bong-Sung Kim
- Department of Plastic Surgery and Hand Surgery, University Hospital Zürich, Zurich, Switzerland
| | - Sören Könneker
- Department of Plastic Surgery and Hand Surgery, University Hospital Zürich, Zurich, Switzerland
| | - Adriana C Panayi
- Division of Plastic Surgery, Department of Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA; Department of Hand-, Plastic and Reconstructive Surgery, Burn Center, BG Trauma Center Ludwigshafen, University of Heidelberg, Ludwigshafen, Germany
| | - Gabriel Hundeshagen
- Department of Hand-, Plastic and Reconstructive Surgery, Burn Center, BG Trauma Center Ludwigshafen, University of Heidelberg, Ludwigshafen, Germany
| | - Ulrich Kneser
- Department of Hand-, Plastic and Reconstructive Surgery, Burn Center, BG Trauma Center Ludwigshafen, University of Heidelberg, Ludwigshafen, Germany
| | - Bohdan Pomahac
- Division of Plastic Surgery, Department of Surgery, Yale School of Medicine, New Haven, CT, USA
| | - Valentin Haug
- Department of Hand-, Plastic and Reconstructive Surgery, Burn Center, BG Trauma Center Ludwigshafen, University of Heidelberg, Ludwigshafen, Germany.
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Kenig N, Monton Echeverria J, De la Ossa L. Identification of Key Breast Features Using a Neural Network: Applications of Machine Learning in the Clinical Setting of Plastic Surgery. Plast Reconstr Surg 2024; 153:273e-280e. [PMID: 37104483 DOI: 10.1097/prs.0000000000010603] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/28/2023]
Abstract
BACKGROUND In plastic surgery, evaluation of breast symmetry is an important aspect of clinical practice. Computer programs have been developed for this purpose, but most of them require operator input. Artificial intelligence has been introduced into many aspects of medicine. In plastic surgery, automated neural networks for breast evaluation could improve quality of care. In this work, the authors evaluate the identification of breast features with an ad hoc trained neural network. METHODS An ad hoc convolutional neural network was developed on the YOLOV3 platform to detect key features of the breast that are commonly used in plastic surgery for symmetry evaluation. The program was trained with 200 frontal photographs of patients who underwent breast surgery and was tested on 47 frontal images of patients who underwent breast reconstruction after breast cancer surgery. RESULTS The program was able to detect key features in 97.74% of cases (boundaries of the breast in 94 of 94 cases, the nipple-areola complex in 94 of 94 cases, and the suprasternal notch in 41 of 47 cases). Mean time of detection was 0.52 seconds. CONCLUSIONS The ad hoc neural network was successful in localizing key breast features, with a total detection rate of 97.74%. Neural networks and machine learning have the potential to improve the evaluation of breast symmetry in plastic surgery by automated and quick detection of features used by surgeons in practice. More studies and development are needed to further knowledge in this area.
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Affiliation(s)
- Nitzan Kenig
- From the Department of Plastic Surgery, Albacete University Hospital
| | | | - Luis De la Ossa
- Department of Computer Engineering, University of Castilla-La Mancha
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Zhou LC, Hong WJ, Cao MB, Zeng L, Peng T, Li XR, Zhu GS, Luo SK. Morphological Aesthetics Assessment of the Predicted 3D Simulation Results and the Actual Results of Breast Augmentation. Aesthetic Plast Surg 2024; 48:568-579. [PMID: 37608189 DOI: 10.1007/s00266-023-03597-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Accepted: 08/07/2023] [Indexed: 08/24/2023]
Abstract
BACKGROUND Although three-dimensional (3D) simulations are becoming more common in preoperative breast augmentation planning, this does not necessarily imply that the simulated results are highly accurate. OBJECTIVES We aimed to evaluate the accuracy of the 3D simulation technique by comparing the differences in breast morphology between the 3D prediction model and the actual results. METHODS The simulation and actual postoperative results of 103 patients who underwent breast augmentation were analyzed retrospectively. Therefore, a 3D model was created, and the parameters of line spacing, nipple position, breast projection, surface area, and volume were evaluated. Furthermore, consider the difference in chest circumferences and breast volume. RESULTS In comparison with the simulation results, the actual results had a mean increase in the nipple to the inframammary fold (N-IMF) of 0.3 cm (P < 0.05) and a mean increase in basal breast width (BW) of 0.3 cm (P < 0.001), a difference that was not statistically significant in patients with larger breast volumes. There was a significant difference in the mean upper and lower breast volume distribution between simulated and actual breasts (upper pole 52.9% vs. 49.2%, P < 0.05, and lower pole 47.1% vs. 50.8%, P < 0.001). However, it was not statistically significant in patients with larger chest circumferences. CONCLUSIONS Our study shows that 3D simulation has uncertainties related to the patient's chest circumference and breast volume. Therefore, these two critical factors must be considered when using simulation assessment in preoperative planning. LEVEL OF EVIDENCE III This journal requires that authors assign a level of evidence to each article. For a full description of these Evidence-Based Medicine ratings, please refer to the Table of Contents or the online Instructions to Authors www.springer.com/00266 .
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Affiliation(s)
- Ling-Cong Zhou
- The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou, Guangdong, China
| | - Wei-Jin Hong
- Department of Plastic and Reconstructive Surgery, Guangdong Second Provincial General Hospital, 466 Middle Xin Gang Road, Guangzhou, 510317, Guangdong, China
| | - Mi-Bu Cao
- Department of Plastic and Reconstructive Surgery, Guangdong Second Provincial General Hospital, 466 Middle Xin Gang Road, Guangzhou, 510317, Guangdong, China
| | - Li Zeng
- Department of Plastic and Reconstructive Surgery, Guangdong Second Provincial General Hospital, 466 Middle Xin Gang Road, Guangzhou, 510317, Guangdong, China
| | - Tong Peng
- Department of Plastic and Reconstructive Surgery, Guangdong Second Provincial General Hospital, 466 Middle Xin Gang Road, Guangzhou, 510317, Guangdong, China
| | - Xin-Rui Li
- Department of Plastic and Reconstructive Surgery, Guangdong Second Provincial General Hospital, 466 Middle Xin Gang Road, Guangzhou, 510317, Guangdong, China
| | - Guo-Sheng Zhu
- Department of Plastic and Reconstructive Surgery, Guangdong Second Provincial General Hospital, 466 Middle Xin Gang Road, Guangzhou, 510317, Guangdong, China
| | - Sheng-Kang Luo
- Department of Plastic and Reconstructive Surgery, Guangdong Second Provincial General Hospital, 466 Middle Xin Gang Road, Guangzhou, 510317, Guangdong, China.
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