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Increasing Utilization and Cost of Open Access Publishing in Plastic Surgery. 开放获取出版在整形外科中的应用和成本的增加。
IF 1.6 4区 医学 Q3 SURGERY Pub Date : 2026-03-01 Epub Date: 2025-12-24 DOI: 10.1097/SAP.0000000000004612
Jason Zhang, Taylor G Hallman, Christian N Arcelona, Gabrielle C Rodriguez, Umer Qureshi, Kristian Nenchev, Reyna A Patel, Nikhil Sriram, Arun K Gosain

Purpose: Open access publishing models are common in plastic surgery. We aim to quantify the financial investment required to support open access publishing for plastic surgery students during both medical school and residency training.

Methods: Peer-reviewed PubMed journal articles from plastic and reconstructive surgery-related journals published by current PGY-2 through PGY-6 integrated plastic surgery residents were divided into publications during medical school and publications during. Article-processing charges (APCs) for analyzed articles were collected online. Subgroup analyses by institutional NIH funding were conducted.

Results: A total of 2904 unique publications published by 606 PGY-2-PGY-6 integrated plastic surgery residents during medical school and 1109 publications from 245 PGY-5 and PGY-6 residents during residency were extracted. For medical school publications, each individual had a median (interquartile range [IQR]) of 4 (2-7) publications; 20.4% of their publications had a mandatory APC with a mean (SD) APC of $2140 (727) per project. The percent APC increased over time (correlation = 0.09). For residency publications, each student had a median (IQR) of 3 (2-7) publications; 23.6% of each resident's publications required an APC, with an average APC of $2140 ± $765 (mean ± SD) per project. Publications affiliated with a top 25 NIH-funded medical institution had a lower rate of open access publishing with an APC (17.8% vs 22.9%) but higher average impact factor (1.86 vs 2.03).

Conclusions: Students publishing in plastic surgery journals require financial investment for open access fees. Institutions should ensure that they have adequate resources to support trainee publishing.

目的:开放获取出版模式在整形外科中很常见。我们的目标是量化在医学院和住院医师培训期间支持整形外科学生开放获取出版所需的财务投资。方法:将PGY-2至PGY-6综合整形外科住院医师发表的整形与重建外科相关期刊的同行评议PubMed期刊文章分为医学院期间发表的文章和医学院期间发表的文章。分析论文的论文处理费(APCs)在网上收取。由NIH机构资助进行亚组分析。结果:共提取606名PGY-2-PGY-6综合整形外科住院医师在医学院期间发表的2904篇独特出版物和245名PGY-5和PGY-6住院医师在住院期间发表的1109篇出版物。对于医学院的出版物,每个人的中位数(四分位数间距[IQR])为4(2-7)篇;20.4%的出版物具有强制性APC,平均(SD) APC为每个项目2140美元(727美元)。APC百分比随时间增加(相关性= 0.09)。对于住院医师出版物,每个学生的中位数(IQR)为3(2-7)篇;23.6%的居民出版物需要APC,每个项目的平均APC为2140±765美元(平均±标准差)。美国国立卫生研究院资助的排名前25位的医疗机构的出版物开放获取发表率较低(17.8% vs 22.9%),但平均影响因子较高(1.86 vs 2.03)。结论:学生在整形外科期刊上发表文章需要投入资金来支付开放获取费用。各院校应确保有足够的资源支持实习出版。
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引用次数: 0
Application of Huge Bipedicle Anterolateral Thigh Free Flaps for Reconstructing Extensive Soft-Tissue Defects. 大双蒂股前外侧游离皮瓣在广泛软组织缺损修复中的应用。
IF 1.6 4区 医学 Q3 SURGERY Pub Date : 2026-03-01 Epub Date: 2026-02-05 DOI: 10.1097/SAP.0000000000004678
Yu-Chi Wang, Chih-Sheng Lai, Chun-Te Lu, Yueh-Chi Tsai, Yi-Ling Lin, Chieh-Kai Chang, Ming-Hsien Chung, Yi-Chia Chen, Cheng-Yeu Wu

Background: The anterolateral thigh free flap is widely utilized for reconstructing complex wounds. Despite considerable advances in free flap procedures, partial flap loss remains a challenge, particularly with larger perforator flaps. This study explored the outcomes of bipedicle anterolateral thigh free flap procedures by comparing single-pedicle free flaps in cases involving larger flaps.

Methods: This retrospective study included 70 patients who underwent procedures (N = 72) involving extremely large anterolateral thigh free flaps (≥240 cm 2 in area and >30 cm in length) at our hospital between January 2020 and December 2024. Patient characteristics and medical records were comprehensively reviewed, focusing on variables such as age, sex, flap size, surgical technique, perioperative characteristics, and postoperative outcomes.

Results: A comparison of patient demographics revealed no statistically significant differences across the entire group. A total of 8 bipedicle anterolateral thigh free flap reconstruction procedures were performed. No flap complications were observed in patients undergoing bipedicle free flap reconstruction; this outcome differed significantly from that noted in patients undergoing single-pedicle free flap reconstruction ( P = 0.0215). Besides, no significant between-procedure difference was observed in ischemic time, operative time, or donor site complications.

Conclusions: The bipedicle anterolateral thigh free flap procedure appears to be a reliable approach for reconstructing extensive soft tissue defects with a single, substantial flap.

背景:股前外侧游离皮瓣被广泛应用于复杂伤口的重建。尽管自由皮瓣手术取得了相当大的进步,但部分皮瓣损失仍然是一个挑战,特别是对于较大的穿支皮瓣。本研究通过比较单蒂游离皮瓣与较大皮瓣的效果,探讨了双蒂游离皮瓣在大腿前外侧的应用效果。方法:本回顾性研究纳入了2020年1月至2024年12月在我院接受特大股前外侧游离皮瓣(面积≥240 cm2,长度≥30 cm)手术的70例患者(N = 72)。全面回顾患者特征和医疗记录,重点关注年龄、性别、皮瓣大小、手术技术、围手术期特征和术后结果等变量。结果:患者人口统计学比较显示,在整个组中没有统计学上的显著差异。共行8例双蒂大腿前外侧游离皮瓣重建手术。双蒂游离皮瓣重建术无皮瓣并发症;该结果与接受单蒂游离皮瓣重建的患者有显著差异(P = 0.0215)。此外,两种手术方式在缺血时间、手术时间和供区并发症方面均无显著差异。结论:双蒂大腿前外侧游离皮瓣是一种可靠的方法,用于重建广泛的软组织缺损。
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引用次数: 0
Dermal Matrix-Assisted Reconstruction After Keloid Excision: Long-Term Outcomes of a Combined Therapeutic Protocol. 瘢痕疙瘩切除后真皮基质辅助重建:联合治疗方案的长期效果。
IF 1.6 4区 医学 Q3 SURGERY Pub Date : 2026-03-01 Epub Date: 2026-01-29 DOI: 10.1097/SAP.0000000000004676
Gabriel Thiriez, Lauren Ferrero, Matthias Grobien, Guillaume Mulier, Jerome Lambert, David Boccara, Marc Chaouat, Kevin Serror

Introduction: Extensive keloids represent a major therapeutic challenge due to their high propensity for recurrence and their functional, aesthetic, and psychological impact. Surgical excision alone is associated with a high recurrence rate ranging from 40% to 100%. The use of a dermal regeneration matrix after excision, in combination with intralesional corticosteroid injections, has emerged as a promising alternative. This combined approach may improve healing quality and reduce recurrence, particularly in large or complex lesions. The objective of this study was to evaluate the effectiveness of this multimodal treatment protocol.

Methods: We conducted a retrospective study of extensive keloids treated between 2015 and 2023. All lesions were completely excised and covered with a dermal matrix, followed by secondary intention healing or split-thickness skin grafting. Monthly triamcinolone injections were administered postoperatively. The primary outcome measure was the absence or significant reduction of recurrence at the end of the follow-up period.

Results: In a cohort of 66 keloids with a median follow-up of 4.15 years, this combined therapeutic approach achieved a 65% success rate. Keloids covered with both dermal matrix and skin grafting had a significantly reduced risk of recurrence ( P < 0.01). However, donor site keloid formation occurred in 20% of cases.

Conclusion: This combined approach offers an effective solution for extensive keloids. Skin grafting appears to reduce the risk of recurrence but carries a nonnegligible risk of keloid formation at the donor site. Randomized prospective studies are needed to further validate these findings and optimize patient selection.

广泛的瘢痕疙瘩代表了一个主要的治疗挑战,因为他们的高复发倾向和他们的功能,美学和心理影响。单纯手术切除与高复发率相关,复发率从40%到100%不等。切除后使用真皮再生基质,结合病灶内皮质类固醇注射,已成为一种有希望的替代方法。这种联合方法可以提高愈合质量,减少复发,特别是在大的或复杂的病变。本研究的目的是评估这种多模式治疗方案的有效性。方法:我们对2015年至2023年间治疗的广泛瘢痕疙瘩进行了回顾性研究。所有病变均被完全切除并用真皮基质覆盖,随后进行二次意向愈合或裂厚皮肤移植。术后每月注射曲安奈德。主要结局指标是随访结束时复发的消失或显著减少。结果:在66例瘢痕疙瘩的队列中,中位随访时间为4.15年,这种联合治疗方法的成功率为65%。瘢痕疙瘩覆盖真皮基质和植皮可显著降低复发风险(P < 0.01)。然而,供体部位瘢痕疙瘩的形成发生在20%的病例中。结论:联合入路是治疗大面积瘢痕疙瘩的有效方法。皮肤移植似乎可以降低复发的风险,但在供体部位形成瘢痕疙瘩的风险不可忽视。需要随机前瞻性研究来进一步验证这些发现并优化患者选择。
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引用次数: 0
A Primer for Pediatric Plastic Surgeons on Pediatric Head and Neck Malignancies: Part III-Common Management Strategies for Pediatric Head and Neck Tumors. 儿童头颈部恶性肿瘤的儿科整形外科入门:第三部分-儿童头颈部肿瘤的常见管理策略。
IF 1.6 4区 医学 Q3 SURGERY Pub Date : 2026-02-23 DOI: 10.1097/SAP.0000000000004605
Daniel Najafali, Michael Pozin, Benjamin Oakes, Simo Kraguljac, Jordan Whittles, Hana Seif, Muhammad Seif, Jason W Yu, Fouad Hajjar, Roberto Flores, Joseph Lopez

Learning objectives: After studying this article, the participant should be able to (1) understand the nonsurgical and surgical techniques and advancements in the management of pediatric head and neck cancers, (2) describe the common management strategies used in pediatric head and neck cancers, and (3) Understand therapies to target head and neck cancers within pediatric patient populations.

Summary: Pediatric head and neck cancer management is complex and often requires a multidisciplinary approach. Management goals aim to deliver a multimodal treatment approach that integrates surgery with concurrent medical management through adjuvant and/or neoadjuvant chemotherapy and/or radiation therapy. Patients in remission should be monitored closely for recurrence or long-term treatment complications. Harmonizing a multidisciplinary approach between pediatric oncologists, hematologists, radiologists, pathologists, and surgeons is a priority. This review discusses advances in management strategies used for common pediatric head and neck malignancies, with a focus on surgical and medical techniques as well as treatment complications that can arise.

学习目标:在学习本文后,参与者应该能够(1)了解儿科头颈癌的非手术和手术治疗技术和进展,(2)描述儿科头颈癌常用的治疗策略,以及(3)了解针对儿科患者人群的头颈癌治疗。儿科头颈癌的治疗是复杂的,往往需要多学科的方法。管理目标旨在提供一种多模式的治疗方法,通过辅助和/或新辅助化疗和/或放射治疗,将手术与同步医疗管理结合起来。缓解期患者应密切监测复发或长期治疗并发症。协调儿科肿瘤学家、血液学家、放射科医生、病理学家和外科医生之间的多学科方法是当务之急。这篇综述讨论了儿科常见头颈部恶性肿瘤的治疗策略的进展,重点是外科和医疗技术以及可能出现的治疗并发症。
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引用次数: 0
Augmentation-First Approach for Breast Asymmetry Correction Using Crisalix 3D Imaging: A Series of 3 Cases. 利用Crisalix三维成像先隆乳法矫正乳房不对称:附3例。
IF 1.6 4区 医学 Q3 SURGERY Pub Date : 2026-02-23 DOI: 10.1097/SAP.0000000000004694
Priya Bansal, Rajat Gupta, Gautam Chaudhury, Harshavardhan Shetty

Abstract: Gross breast asymmetry, characterized by significant differences in size or shape between breasts, poses both psychological and surgical challenges. Achieving optimal symmetry requires a tailored approach that balances patient preferences with surgical precision. This study evaluates a sequential strategy for managing breast asymmetry through a combination of augmentation and reduction techniques, enhanced by Crisalix 3D imaging software (version 2) for preoperative planning. Three patients presenting with varying degrees of breast asymmetry were included, each undergoing individualized surgical correction based on their specific anatomical characteristics. Preoperative planning involved 3D software simulation to determine implant sizes corresponding to patients' desired postoperative appearance, alongside external sizers to validate volume projections. Outcomes were assessed through clinical and photographic evaluations, a 5-point Likert scale for satisfaction, and complication rates. Across all cases, high satisfaction scores (average 4.7/5) were achieved, with notable improvements in symmetry. Minor scar hypertrophy was observed in one patient, which improved with silicone gel application. The integration of 3D imaging software significantly enhanced preoperative decision making and patient communication, allowing for more precise implant selection and improved prediction of post-operative outcomes. The sequential approach proved advantageous by providing a clean surgical field, reducing infection risks, and offering a stable reference for tissue removal during contralateral procedures. This approach also facilitated preoperative discussions with patients regarding their desired breast size, allowing informed decision making aligned with their preferences. A carefully planned sequential strategy, augmented by advanced imaging technology, offers a logical, patient-centered method for correcting breast asymmetry, minimizing complications and optimizing outcomes. Future studies integrating advanced imaging and planning tools may further enhance surgical precision and patient satisfaction.

摘要:明显的乳房不对称,以乳房大小或形状的显著差异为特征,给心理和手术带来了挑战。达到最佳的对称性需要量身定制的方法来平衡患者的偏好和手术精度。本研究评估了通过隆胸和缩胸技术的结合来管理乳房不对称的顺序策略,并通过Crisalix 3D成像软件(版本2)进行术前计划。我们纳入了3例不同程度乳房不对称的患者,每个患者都根据其具体的解剖特征进行了个性化的手术矫正。术前计划包括3D软件模拟,以确定与患者期望的术后外观相对应的种植体尺寸,以及验证体积投影的外部尺寸。通过临床和摄影评估、满意度5分李克特量表和并发症发生率来评估结果。在所有情况下,满意度得分都很高(平均4.7/5),对称性也有显著改善。1例患者出现轻度瘢痕增生,硅胶应用后瘢痕增生得到改善。3D成像软件的集成显著增强了术前决策和患者沟通,允许更精确的植入物选择和改进的术后预后预测。序贯入路被证明具有优势,它提供了一个干净的手术区域,降低了感染风险,并为对侧手术中组织切除提供了稳定的参考。这种方法也促进了术前与患者讨论他们想要的乳房大小,允许根据他们的喜好做出明智的决定。一个精心策划的顺序策略,辅以先进的成像技术,提供了一个合乎逻辑的,以患者为中心的方法来纠正乳房不对称,最大限度地减少并发症和优化结果。未来的研究整合了先进的成像和计划工具,可以进一步提高手术精度和患者满意度。
{"title":"Augmentation-First Approach for Breast Asymmetry Correction Using Crisalix 3D Imaging: A Series of 3 Cases.","authors":"Priya Bansal, Rajat Gupta, Gautam Chaudhury, Harshavardhan Shetty","doi":"10.1097/SAP.0000000000004694","DOIUrl":"https://doi.org/10.1097/SAP.0000000000004694","url":null,"abstract":"<p><strong>Abstract: </strong>Gross breast asymmetry, characterized by significant differences in size or shape between breasts, poses both psychological and surgical challenges. Achieving optimal symmetry requires a tailored approach that balances patient preferences with surgical precision. This study evaluates a sequential strategy for managing breast asymmetry through a combination of augmentation and reduction techniques, enhanced by Crisalix 3D imaging software (version 2) for preoperative planning. Three patients presenting with varying degrees of breast asymmetry were included, each undergoing individualized surgical correction based on their specific anatomical characteristics. Preoperative planning involved 3D software simulation to determine implant sizes corresponding to patients' desired postoperative appearance, alongside external sizers to validate volume projections. Outcomes were assessed through clinical and photographic evaluations, a 5-point Likert scale for satisfaction, and complication rates. Across all cases, high satisfaction scores (average 4.7/5) were achieved, with notable improvements in symmetry. Minor scar hypertrophy was observed in one patient, which improved with silicone gel application. The integration of 3D imaging software significantly enhanced preoperative decision making and patient communication, allowing for more precise implant selection and improved prediction of post-operative outcomes. The sequential approach proved advantageous by providing a clean surgical field, reducing infection risks, and offering a stable reference for tissue removal during contralateral procedures. This approach also facilitated preoperative discussions with patients regarding their desired breast size, allowing informed decision making aligned with their preferences. A carefully planned sequential strategy, augmented by advanced imaging technology, offers a logical, patient-centered method for correcting breast asymmetry, minimizing complications and optimizing outcomes. Future studies integrating advanced imaging and planning tools may further enhance surgical precision and patient satisfaction.</p>","PeriodicalId":8060,"journal":{"name":"Annals of Plastic Surgery","volume":" ","pages":""},"PeriodicalIF":1.6,"publicationDate":"2026-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147281826","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Novel Virtual Surgical Planning Technique Improves Outcomes in Endoscopic Suturectomy for Coronal Craniosynostosis. 一种新型的虚拟手术计划技术提高了冠状颅缝闭的内镜缝合手术的效果。
IF 1.6 4区 医学 Q3 SURGERY Pub Date : 2026-02-20 DOI: 10.1097/SAP.0000000000004659
Theresa K Webster, Albert Y Truong, Naikhoba Munabi, Alyssa B Valenti, Rita Nguyen, Caitlin E Hoffman, Thomas A Imahiyerobo

Background: Endoscopic suturectomy is increasingly favored over open cranial vault reconstruction for coronal synostosis patients due to decreased morbidity. However, ensuring an accurate craniectomy is challenging due to anatomical changes inherent to coronal synostosis. Given the improved intraoperative efficiency and postoperative outcomes previously seen with the use of virtual surgical planning (VSP) in traditional open craniosynostosis correction, we sought to utilize VSP to optimize the endoscopic correction of coronal craniosynostosis.

Methods: Patients who underwent endoscopic-assisted suturectomy for unicoronal or bicoronal craniosynostosis from 2020 to 2024 were retrospectively reviewed. In one cohort, a surface marking guide was developed with VSP to facilitate percutaneous tattooing of the periosteum. These marks were then followed to confirm craniectomy completion after subgaleal exposure. The VSP- and non-VSP-guided cohorts were compared for patient demographics, estimated blood loss, operative time, and length of stay.

Results: Seventeen patients were included who underwent 12 unilateral and 5 bilateral suturectomies. Eight patients (4 unicoronal and 4 bicoronal) compared to 9 patients (8 unicoronal and 1 bicoronal) were in the VSP and non-VSP cohorts, respectively. Overall EBL for unilateral cases was 12.1 ± 7.5 mL. Patients who underwent VSP had equivalent EBL to the non-VSP cohort (10.0 ± 1.0 mL vs 13.1 ± 19.2 mL, P = 0.53). For bilateral cases, EBL for the VSP cohort was 28.8 ± 30.9 mL compared to 50 mL for the one bilateral non-VSP guided case. Patients who had VSP guidance had significantly reduced operative time for unilateral cases (63±17 vs 81± 20 minutes, P < 0.01). For bilateral cases, VSP guidance was 78 ± 26 minutes compared to 118 minutes for the one bilateral case with non-VSP guidance.

Conclusions: Using VSP to assist endoscopic coronal suturectomy reduces operative time, which may reflect a decreased reliance on intraoperative assessment and increased fidelity of neosuture placement.

背景:由于发病率的降低,内镜下缝合手术越来越受冠状缝闭塞患者的青睐,而不是开放式颅穹窿重建。然而,由于冠状结膜紧闭固有的解剖变化,确保准确的颅骨切除术是具有挑战性的。考虑到以往使用虚拟手术计划(VSP)在传统开放式颅缝闭锁矫正中提高术中效率和术后效果,我们寻求利用VSP优化冠状颅缝闭锁的内镜矫正。方法:回顾性分析2020年至2024年接受内镜辅助缝合术治疗单冠状或双冠状颅缝闭塞的患者。在一个队列中,使用VSP开发了表面标记指南,以促进经皮骨膜纹身。然后跟踪这些标记,以确认在盾下暴露后完成颅骨切除术。比较VSP指导组和非VSP指导组的患者人口统计、估计失血量、手术时间和住院时间。结果:17例患者行单侧缝合手术12例,双侧缝合手术5例。VSP组和非VSP组分别有8例患者(4例单冠和4例双冠)和9例患者(8例单冠和1例双冠)。单侧病例的EBL总体为12.1±7.5 mL。接受VSP的患者EBL与非VSP组相当(10.0±1.0 mL vs 13.1±19.2 mL, P = 0.53)。对于双侧病例,VSP组的EBL为28.8±30.9 mL,而双侧非VSP组的EBL为50 mL。VSP指导组单侧手术时间明显缩短(63±17 vs 81±20 min, P < 0.01)。对于双侧病例,VSP指导为78±26分钟,而非VSP指导的双侧病例为118分钟。结论:使用VSP辅助内镜下冠状缝切术减少了手术时间,这可能反映了对术中评估的依赖程度降低,新缝线放置的保真度提高。
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引用次数: 0
Predicting Surgical Outcomes in Breast Reconstruction With Machine Learning: A Systematic Review. 用机器学习预测乳房重建手术结果:系统综述。
IF 1.6 4区 医学 Q3 SURGERY Pub Date : 2026-02-19 DOI: 10.1097/SAP.0000000000004667
Ashton Rosenbloom, Thomas Gasbeck, Lana Mamoun, Nikhil Shah, Asha Nanda, Gordon Lee

Introduction: The applications of artificial intelligence (AI) in plastic surgery have grown considerably in recent years. As large patient datasets become more accessible, surgeons are increasingly leveraging machine learning (ML), a subset of AI, to predict patient outcomes and guide surgical decision-making. This review evaluates the relative performance of ML prediction models in breast reconstruction.

Methods: A systematic review was conducted utilizing PubMed, Scopus, and EMBASE according to Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Studies using ML to predict patient outcomes in breast reconstruction were included. The type of ML model and the specific outcome measures were reported. Performance of the models was reported as area under the receiver operating characteristic curve and compared using descriptive statistics, multivariate linear regression, and random-effects meta-regression in RStudio.

Results: Our search yielded 1025 citations, of which 24 were assessed for eligibility. Fourteen studies met the inclusion criteria and were sought for data extraction. There were 19 ML models and 11,013 patients assessed across 92 testing conditions. Models were trained on varying patient demographics, comorbidities, and operative characteristics, whereas outcomes assessed included various surgical complications or patient satisfaction using BREAST-Q. The median area under the receiver operating characteristic curve of all models was 0.71 (interquartile range = 0.16). When adjusting for the number of patients, number of predictors, ML model category, and outcome of interest, models predicting BREAST-Q performed higher with skin necrosis used as the reference outcome (β = 0.13, P < 0.01). After adjusting for number of patients and predictors, models that employed strategies to mitigate class imbalance were associated with higher model discrimination (β = 0.038; 95% CI, 0.002-0.075; P = 0.041).

Conclusion: Machine learning applications for risk prediction and surgical planning are growing rapidly. The models evaluated in this review demonstrated the ability to predict a variety of outcomes, with models predicting BREAST-Q, various surgical outcomes, and those reporting class imbalance methods leading to higher model discrimination. Notably, covariate adjustment and study heterogeneity may have impacted these associations. As ML models are increasingly integrated into plastic surgery practice, standardized reporting practices are essential to promote reproducibility and cross-study comparison.

导读:近年来,人工智能(AI)在整形手术中的应用有了长足的发展。随着大型患者数据集变得更容易访问,外科医生越来越多地利用人工智能的一个子集机器学习(ML)来预测患者的结果并指导手术决策。本文综述了ML预测模型在乳房重建中的相对性能。方法:根据系统评价和荟萃分析指南的首选报告项目,利用PubMed、Scopus和EMBASE进行系统评价。包括使用ML预测乳房重建患者预后的研究。报告了ML模型的类型和具体的结果测量。用受试者工作特征曲线下的面积报告模型的性能,并在RStudio中使用描述性统计、多元线性回归和随机效应元回归进行比较。结果:我们的搜索产生了1025个引用,其中24个被评估为合格。14项研究符合纳入标准,并进行数据提取。共有19种ML模型和11013名患者在92种测试条件下接受评估。模型根据不同的患者人口统计学、合并症和手术特征进行训练,而评估的结果包括各种手术并发症或使用BREAST-Q的患者满意度。所有模型的受试者工作特征曲线下的中位数面积为0.71(四分位数间距= 0.16)。在调整了患者数量、预测因子数量、ML模型类别和关注的结果后,以皮肤坏死作为参考结果时,预测BREAST-Q的模型表现更高(β = 0.13, P < 0.01)。在调整了患者数量和预测因子后,采用缓解类别失衡策略的模型与较高的模型歧视相关(β = 0.038; 95% CI, 0.002-0.075; P = 0.041)。结论:机器学习在风险预测和手术计划中的应用正在迅速增长。本综述评估的模型显示了预测多种结果的能力,其中模型预测BREAST-Q和各种手术结果,而那些报告阶级不平衡方法的模型导致更高的模型歧视。值得注意的是,协变量调整和研究异质性可能影响了这些关联。随着ML模型越来越多地集成到整形外科实践中,标准化的报告实践对于促进可重复性和交叉研究比较至关重要。
{"title":"Predicting Surgical Outcomes in Breast Reconstruction With Machine Learning: A Systematic Review.","authors":"Ashton Rosenbloom, Thomas Gasbeck, Lana Mamoun, Nikhil Shah, Asha Nanda, Gordon Lee","doi":"10.1097/SAP.0000000000004667","DOIUrl":"https://doi.org/10.1097/SAP.0000000000004667","url":null,"abstract":"<p><strong>Introduction: </strong>The applications of artificial intelligence (AI) in plastic surgery have grown considerably in recent years. As large patient datasets become more accessible, surgeons are increasingly leveraging machine learning (ML), a subset of AI, to predict patient outcomes and guide surgical decision-making. This review evaluates the relative performance of ML prediction models in breast reconstruction.</p><p><strong>Methods: </strong>A systematic review was conducted utilizing PubMed, Scopus, and EMBASE according to Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Studies using ML to predict patient outcomes in breast reconstruction were included. The type of ML model and the specific outcome measures were reported. Performance of the models was reported as area under the receiver operating characteristic curve and compared using descriptive statistics, multivariate linear regression, and random-effects meta-regression in RStudio.</p><p><strong>Results: </strong>Our search yielded 1025 citations, of which 24 were assessed for eligibility. Fourteen studies met the inclusion criteria and were sought for data extraction. There were 19 ML models and 11,013 patients assessed across 92 testing conditions. Models were trained on varying patient demographics, comorbidities, and operative characteristics, whereas outcomes assessed included various surgical complications or patient satisfaction using BREAST-Q. The median area under the receiver operating characteristic curve of all models was 0.71 (interquartile range = 0.16). When adjusting for the number of patients, number of predictors, ML model category, and outcome of interest, models predicting BREAST-Q performed higher with skin necrosis used as the reference outcome (β = 0.13, P < 0.01). After adjusting for number of patients and predictors, models that employed strategies to mitigate class imbalance were associated with higher model discrimination (β = 0.038; 95% CI, 0.002-0.075; P = 0.041).</p><p><strong>Conclusion: </strong>Machine learning applications for risk prediction and surgical planning are growing rapidly. The models evaluated in this review demonstrated the ability to predict a variety of outcomes, with models predicting BREAST-Q, various surgical outcomes, and those reporting class imbalance methods leading to higher model discrimination. Notably, covariate adjustment and study heterogeneity may have impacted these associations. As ML models are increasingly integrated into plastic surgery practice, standardized reporting practices are essential to promote reproducibility and cross-study comparison.</p>","PeriodicalId":8060,"journal":{"name":"Annals of Plastic Surgery","volume":" ","pages":""},"PeriodicalIF":1.6,"publicationDate":"2026-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146257118","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quantifying Thermal and Tactile Recovery in Dual-Neurotized Breast Flaps: A Pilot Intrapatient Control Study. 量化双神经化乳房皮瓣的热和触觉恢复:一项病人内对照试验研究。
IF 1.6 4区 医学 Q3 SURGERY Pub Date : 2026-02-19 DOI: 10.1097/SAP.0000000000004658
Carson Gundlach, Annie B McVeigh, Nancy Qin, Makayla Kochheiser, Anna M Vaeth, Lucy Wei, Malini Chinta, Hao Huang, Jasmine Yu, David M Otterburn

Background: Dual-nerve neurotization of deep inferior epigastric perforator (DIEP) flaps may enhance postmastectomy reinnervation, but the early timeline and regional patterns of tactile and thermal recovery remain incompletely defined.

Methods: We conducted a prospective, single-institution study (January 2024-September 2025) of women undergoing immediate dual-neurotized DIEP flap breast reconstruction. Anterior and lateral intercostal branches (T3/T4) were coapted to medial and lateral flap donor nerves (T10-T12). Objective sensory testing was performed preoperatively and at 3, 6, and 9 months. Tactile thresholds were normalized to each breast's baseline and reported as percent recovery. Thermal perception (hot 52°C; cold 12°C) was analyzed as regional accuracy. All analyses were performed within-breast.

Results: Twenty-three patients (43 breasts) were included. Composite tactile recovery increased from 44.9% ± 29.2% at 3 months to 55.5% ± 27.0% at 6 months and 64.2% ± 24.8% at 9 months (all P < 0.001). Regional recovery followed a superomedial pattern. By 9 months, outer-superior (85.6%) and outer-medial (85.9%) regions were not different from baseline (P > 0.05), whereas the NAC (46.0%) and inferior regions (41%-65%) remained reduced (P < 0.001). Thermal recovery improved over time. Cold accuracy increased to 48% ± 20% by 9 months (P < 0.001), with only the superior region approaching baseline (P > 0.05). Hot accuracy recovered more robustly (9 months: 67% ± 28%; P < 0.001), with superior, medial, and inferior regions reaching baseline equivalence (P > 0.05).

Conclusions: Dual-neurotization yields progressive tactile and thermal recovery within 9 months, most pronounced in the superior and medial breast, establishing early benchmarks for sensory outcomes after dual-neurotized DIEP reconstruction.

背景:腹下深层穿支(DIEP)皮瓣的双神经化可能增强乳房切除术后的神经再生,但触觉和热恢复的早期时间和区域模式仍不完全明确。方法:我们进行了一项前瞻性的单机构研究(2024年1月至2025年9月),对立即接受双神经DIEP皮瓣乳房重建术的女性进行了研究。前肋间支和外侧肋间支(T3/T4)包覆于内侧和外侧皮瓣供神经(T10-T12)。术前、3个月、6个月和9个月分别进行客观感觉测试。触觉阈值归一化到每个乳房的基线,并报告恢复百分比。热感知(热52°C;冷12°C)作为区域精度进行分析。所有分析均在乳房内进行。结果:纳入23例患者(43个乳房)。综合触觉恢复从3个月时的44.9%±29.2%上升至6个月时的55.5%±27.0%,9个月时的64.2%±24.8% (P均< 0.001)。区域经济复苏遵循超内侧模式。9个月时,外上区(85.6%)和外中区(85.9%)与基线无显著差异(P < 0.05),而NAC(46.0%)和下区(41% ~ 65%)仍然降低(P < 0.001)。随着时间的推移,热采收率有所提高。9个月时,冷精度提高到48%±20% (P < 0.001),只有优越区域接近基线(P < 0.05)。热准确度恢复得更强劲(9个月:67%±28%;P < 0.001),上、中、下区域达到基线等效(P < 0.05)。结论:双神经化可在9个月内实现触觉和热的渐进式恢复,在乳房上侧和内侧最明显,为双神经化DIEP重建后的感觉结果建立了早期基准。
{"title":"Quantifying Thermal and Tactile Recovery in Dual-Neurotized Breast Flaps: A Pilot Intrapatient Control Study.","authors":"Carson Gundlach, Annie B McVeigh, Nancy Qin, Makayla Kochheiser, Anna M Vaeth, Lucy Wei, Malini Chinta, Hao Huang, Jasmine Yu, David M Otterburn","doi":"10.1097/SAP.0000000000004658","DOIUrl":"https://doi.org/10.1097/SAP.0000000000004658","url":null,"abstract":"<p><strong>Background: </strong>Dual-nerve neurotization of deep inferior epigastric perforator (DIEP) flaps may enhance postmastectomy reinnervation, but the early timeline and regional patterns of tactile and thermal recovery remain incompletely defined.</p><p><strong>Methods: </strong>We conducted a prospective, single-institution study (January 2024-September 2025) of women undergoing immediate dual-neurotized DIEP flap breast reconstruction. Anterior and lateral intercostal branches (T3/T4) were coapted to medial and lateral flap donor nerves (T10-T12). Objective sensory testing was performed preoperatively and at 3, 6, and 9 months. Tactile thresholds were normalized to each breast's baseline and reported as percent recovery. Thermal perception (hot 52°C; cold 12°C) was analyzed as regional accuracy. All analyses were performed within-breast.</p><p><strong>Results: </strong>Twenty-three patients (43 breasts) were included. Composite tactile recovery increased from 44.9% ± 29.2% at 3 months to 55.5% ± 27.0% at 6 months and 64.2% ± 24.8% at 9 months (all P < 0.001). Regional recovery followed a superomedial pattern. By 9 months, outer-superior (85.6%) and outer-medial (85.9%) regions were not different from baseline (P > 0.05), whereas the NAC (46.0%) and inferior regions (41%-65%) remained reduced (P < 0.001). Thermal recovery improved over time. Cold accuracy increased to 48% ± 20% by 9 months (P < 0.001), with only the superior region approaching baseline (P > 0.05). Hot accuracy recovered more robustly (9 months: 67% ± 28%; P < 0.001), with superior, medial, and inferior regions reaching baseline equivalence (P > 0.05).</p><p><strong>Conclusions: </strong>Dual-neurotization yields progressive tactile and thermal recovery within 9 months, most pronounced in the superior and medial breast, establishing early benchmarks for sensory outcomes after dual-neurotized DIEP reconstruction.</p>","PeriodicalId":8060,"journal":{"name":"Annals of Plastic Surgery","volume":" ","pages":""},"PeriodicalIF":1.6,"publicationDate":"2026-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146257183","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Disaster and Salvage Revisited: Chest Wall Reconstruction (5-Rib Defect) With Gore-Tex, TRAM Flap, and Salvage With Leeches. 灾难和抢救重见:胸壁重建(五肋骨缺损)与Gore-Tex, TRAM皮瓣,救助与水蛭。
IF 1.6 4区 医学 Q3 SURGERY Pub Date : 2026-02-19 DOI: 10.1097/SAP.0000000000004656
John E Gatti

Introduction: A chest wall defect after resection of a recurrent desmoid tumor of the right breast was reconstructed with a TRAM flap over a Gore-Tex graft. The tumor had involved 2 ribs, and the wide resection included 5 ribs with a portion of the lateral sternum.

Methods: After the wide resection to effectively manage this aggressive, invasive lesion from the anterior chest of a 42-year-old woman, a 2-mm Gore-Tex graft was directly sewn in place to bridge the defect. A TRAM flap based on the left rectus abdominis muscle was delivered to the right chest to close the defect.

Results: The TRAM flap was initially well perfused and adequately reconstructed the chest wall defect. A clinical exam 6 hours after surgery found the flap pink, warm, and healthy. Within 18 hours of surgery, venous congestion of the distal TRAM flap was observed. Because of scarring from previous chest surgery and tightness of the flap, flap adjustment or advancement was not possible. Leech therapy was employed over 4 days. Twenty-six leeches alleviated the venous congestion and produced a persistent oozing that facilitated blood flow and oxygen delivery through hemodilution. The hospital had no established protocol for leech therapy, so there was resistance from the medical and nursing staff. The leeches were kept in the author's home refrigerator and personally driven to the hospital for each application over the 4 days. The leech therapy salvaged the congested flap, and the reconstruction successfully protected the heart and lungs.

Discussion: Radical resection of a desmoid tumor was the preferred management in 1993. The application of leeches to a myo-cutaneous flap was a novel approach. The leech therapy proved effective in reducing congestion and salvaging the TRAM flap reconstruction. Hemodilution was induced, which helped with tissue perfusion. Chest reconstruction continued in stages and included a solid silicone pectoralis implant inserted to add a rigid, more protective cover of the heart and lungs. Breast reconstruction with bilateral silicone gel implants produced a result acceptable to the patient. The desmoid tumor has not recurred.

摘要:我们采用TRAM皮瓣在Gore-Tex移植物上重建右乳复发性硬纤维瘤切除后的胸壁缺损。肿瘤累及2根肋骨,宽切除包括5根肋骨和部分胸骨外侧。方法:对一名42岁女性前胸的这种侵袭性、侵袭性病变进行广泛切除后,直接缝合2mm Gore-Tex移植物以桥接缺损。一个基于左腹直肌的TRAM皮瓣被送到右胸以闭合缺损。结果:TRAM皮瓣初期灌注良好,胸壁缺损得到充分重建。术后6小时的临床检查发现皮瓣呈粉红色,温暖,健康。手术18小时内,观察到远端TRAM皮瓣静脉充血。由于以前胸部手术留下的疤痕和皮瓣的紧绷,皮瓣无法调整或推进。采用水蛭疗法4天以上。26条水蛭缓解了静脉充血,并产生了持续的渗出,通过血液稀释促进了血液流动和氧气输送。医院没有水蛭治疗的既定方案,所以医护人员和护理人员都有抵制。这些水蛭被保存在提交人家里的冰箱里,并在4天内亲自开车到医院进行每次应用。水蛭疗法挽救了充血皮瓣,重建成功地保护了心脏和肺部。讨论:根治性切除硬纤维瘤是1993年首选的治疗方法。将水蛭应用于肌皮瓣是一种新颖的方法。经证实,水蛭疗法能有效地减少鼻塞,挽救TRAM皮瓣重建。诱导血液稀释,促进组织灌注。胸部重建继续分阶段进行,包括植入固体硅胶胸肌植入物,以增加心脏和肺部的刚性,更具保护性的覆盖物。乳房重建双侧硅胶植入物产生了患者可接受的结果。硬纤维瘤未复发。
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引用次数: 0
Associations of Hospital-Level and Regional Factors With Receipt of Endoscopic Repair for Nonsyndromic Craniosynostosis. 医院和地区因素与接受内窥镜修复非综合征性颅缝闭合的关系
IF 1.6 4区 医学 Q3 SURGERY Pub Date : 2026-02-17 DOI: 10.1097/SAP.0000000000004639
Dylan K Kim, Maggie H Zhou, Jeffrey A Ascherman

Background: Endoscopic strip craniectomy represents an alternative to open cranial vault remodeling for repair of craniosynostosis. In addition to individual sociodemographic factors, hospital-level variables may affect the reception of such endoscopic procedures. This study incorporates a large national database to identify hospital-level and regional determinants of endoscopic repair for nonsyndromic craniosynostosis.

Methods: Open cranial vault remodeling and endoscopic strip craniectomy surgeries were identified in the 2016-2022 National Inpatient Sample. Admissions were characterized by hospital-level factors, such as hospital census division, bed size, ownership, and annual overall plastic surgery institutional volume. A multivariable logistic regression model was used to evaluate independent predictors of endoscopic repair ( P < 0.05).

Results: The final cohort comprised 12,785 nonsyndromic craniosynostosis repairs, 600 (4.7%) of which were endoscopic strip craniectomy procedures. Public hospital ownership was associated with lower odds of endoscopic repair compared to private nonprofit ownership (odds ratio [OR]: 0.30, 95% confidence interval [CI]: 0.21-0.43). Higher institutional plastic surgery volume also conferred higher odds (OR: 1.34, 95% CI: 1.25-1.43 per 100 cases). When compared to the Pacific region, all census divisions except the Mid-Atlantic (OR: 1.04, 95% CI: 0.72-1.51) and Mountain (OR: 0.84, 95% CI: 0.54-1.32) regions were associated with higher odds of endoscopic repair ( P < 0.05).

Conclusions: Multiple hospital-level factors, including hospital census division, ownership, and case volume, are associated with receipt of endoscopic strip craniectomy. This may reflect the impact of both state-specific insurance coverage and institutional experience on reception of endoscopic repair for nonsyndromic craniosynostosis.

背景:内窥镜条形颅骨切除术是开放性颅拱顶重塑修复颅缝闭塞的一种替代方法。除了个人社会人口因素外,医院层面的变量也可能影响这种内窥镜检查的接受程度。本研究纳入了一个大型的国家数据库,以确定医院水平和地区的内镜修复非综合征性颅缝闭合的决定因素。方法:对2016-2022年全国住院患者样本进行开放性颅拱顶重塑和内镜条形颅骨切除术。入院人数的特点是医院层面的因素,如医院普查部门、床位大小、所有权和年度整体整形手术机构数量。采用多变量logistic回归模型评价内镜修复的独立预测因素(P < 0.05)。结果:最终队列包括12,785例无综合征性颅缝闭合修复,其中600例(4.7%)采用内窥镜条形颅骨切除术。与私营非营利性医院相比,公立医院所有权与内镜修复的几率较低(优势比[OR]: 0.30, 95%可信区间[CI]: 0.21-0.43)。更高的机构整形手术数量也带来更高的几率(OR: 1.34, 95% CI: 1.25-1.43 / 100例)。与太平洋地区相比,除中大西洋地区(OR: 1.04, 95% CI: 0.72-1.51)和山地地区(OR: 0.84, 95% CI: 0.54-1.32)外,所有人口普查区内镜修复的几率均较高(P < 0.05)。结论:多种医院层面的因素,包括医院普查部门、所有权和病例量,与内镜下条带颅骨切除术的接受有关。这可能反映了国家特定保险覆盖范围和机构经验对接受内窥镜修复非综合征性颅缝闭塞的影响。
{"title":"Associations of Hospital-Level and Regional Factors With Receipt of Endoscopic Repair for Nonsyndromic Craniosynostosis.","authors":"Dylan K Kim, Maggie H Zhou, Jeffrey A Ascherman","doi":"10.1097/SAP.0000000000004639","DOIUrl":"10.1097/SAP.0000000000004639","url":null,"abstract":"<p><strong>Background: </strong>Endoscopic strip craniectomy represents an alternative to open cranial vault remodeling for repair of craniosynostosis. In addition to individual sociodemographic factors, hospital-level variables may affect the reception of such endoscopic procedures. This study incorporates a large national database to identify hospital-level and regional determinants of endoscopic repair for nonsyndromic craniosynostosis.</p><p><strong>Methods: </strong>Open cranial vault remodeling and endoscopic strip craniectomy surgeries were identified in the 2016-2022 National Inpatient Sample. Admissions were characterized by hospital-level factors, such as hospital census division, bed size, ownership, and annual overall plastic surgery institutional volume. A multivariable logistic regression model was used to evaluate independent predictors of endoscopic repair ( P < 0.05).</p><p><strong>Results: </strong>The final cohort comprised 12,785 nonsyndromic craniosynostosis repairs, 600 (4.7%) of which were endoscopic strip craniectomy procedures. Public hospital ownership was associated with lower odds of endoscopic repair compared to private nonprofit ownership (odds ratio [OR]: 0.30, 95% confidence interval [CI]: 0.21-0.43). Higher institutional plastic surgery volume also conferred higher odds (OR: 1.34, 95% CI: 1.25-1.43 per 100 cases). When compared to the Pacific region, all census divisions except the Mid-Atlantic (OR: 1.04, 95% CI: 0.72-1.51) and Mountain (OR: 0.84, 95% CI: 0.54-1.32) regions were associated with higher odds of endoscopic repair ( P < 0.05).</p><p><strong>Conclusions: </strong>Multiple hospital-level factors, including hospital census division, ownership, and case volume, are associated with receipt of endoscopic strip craniectomy. This may reflect the impact of both state-specific insurance coverage and institutional experience on reception of endoscopic repair for nonsyndromic craniosynostosis.</p>","PeriodicalId":8060,"journal":{"name":"Annals of Plastic Surgery","volume":" ","pages":""},"PeriodicalIF":1.6,"publicationDate":"2026-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146211740","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Annals of Plastic Surgery
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