Palatal fistula is a challenging complication following cleft palate repair. We investigated the usefulness of collagen matrix in the prevention of postoperative fistula. We performed a retrospective cohort study of patients with cleft palate who underwent primary palatoplasty (Furlow’s double opposing z-plasty) in Seoul National University Children’s Hospital. Collagen Graft and Collagen Membrane (Genoss, Suwon, Republic of Korea) were selectively used in patients who failed complete two-layer closure. The effect of collagen matrix on fistula formation was evaluated according to palatal ratio (cleft width to total palatal width) and cleft width. A total of 244 patients (male, 92 and female, 152; median age, 18 months) were analyzed. The average cleft width was 7.0 mm, and the average palatal ratio was 0.21. The overall fistula rate was 3.6% (9/244). Palatal ratio (p = 0.014) and cleft width (p = 0.004) were independent factors impacting the incidence of postoperative fistula. Receiver operating characteristic curve analysis showed that the cutoff values in terms of screening for developing postoperative fistula were a palatal ratio of 0.285 and a cleft width of 9.25 mm. Among nonsyndromic patients with values above those cutoffs, the rates of fistula development were 0/5, 1/6 (16.7%), and 4/22 (18.2%) for those who received Collagen Graft, Collagen Membrane, and no collagen, respectively. Collagen matrix may serve as an effective tool for the prevention of palatal fistula when complete two-layer closure fails, especially in wide palatal clefts. The benefit was most evident in Collagen Graft with thick and porous structure.

Autologous reconstruction using abdominal flaps remains the most popular method for breast reconstruction worldwide. We aimed to evaluate a prediction model using machine-learning methods and to determine which factors increase abdominal flap donor site complications with logistic regression. We evaluated the predictive ability of different machine learning packages, reviewing a cohort of breast reconstruction patients who underwent abdominal flaps. We analyzed 13 treatment variables for effects on the abdominal donor site complication rates. To overcome data imbalances, random over sampling example (ROSE) method was used. Data were divided into training and testing sets. Prediction accuracy, sensitivity, specificity, and predictive power (AUC) were measured by applying neuralnet, nnet, and RSNNS machine learning packages. A total of 568 patients were analyzed. The supervised learning package that performed the most effective prediction was neuralnet. Factors that significantly affected donor-related complication was size of the fascial defect, history of diabetes, muscle sparing type, and presence or absence of adjuvant chemotherapy. The risk cutoff value for fascial defect was 37.5 cm2. High-risk group complication rates analyzed by statistical method were significant compared to the low-risk group (26% vs 1.7%). These results may help surgeons to achieve better surgical outcomes and reduce postoperative burden.

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The lateral arm flap is an alternative to the conventional radial forearm flap and has been widely used due to advancements in flap characteristics. Especially, the fasciocutaneous flap has been widely used in head and neck reconstruction due to its versatile characteristics and surgical feasibility. This flap has successfully undergone several useful modifications based on various anatomical studies. Here, the authors aimed to verify the versatility and reliability of free lateral arm flap reconstruction of numerous head and neck defects. Twelve patients (6 men and 6 women; mean age, 66 years) with various types of lateral arm flaps from May 2017 to April 2019 were included. The anatomical reconstruction area was widely distributed across the facial subunits, tongue and oral cavity, and hypopharynx, among others. The flap varied in size from 3 × 5 cm to 17 × 7 cm, and the average pedicle length was 5.58 cm. The versatility of the lateral arm flap enabled successful coverage of various defects in all cases. Among 12 patients, the donor site outcome was rated as excellent and good by 2 and 10 patients, respectively. Three patients complained of post-operative hypoesthesia, which was subsequently resolved. The lateral arm flap is a unique and extremely versatile soft tissue free flap. Its versatility facilitates continuous modification of the flap and its application in various areas in different forms with excellent contour outcomes. The authors successfully verified the evolving methods and advantages of lateral arm flaps in the treatment of various head and neck defects.