Artificial Intelligence in Facial Plastic Surgery: A Review of Current Applications, Future Applications, and Ethical Considerations.

From virtual chat assistants to self-driving cars, artificial intelligence (AI) is often heralded as the technology that has and will continue to transform this generation. Among widely adopted applications in other industries, its potential use in medicine is being increasingly explored, where the vast amounts of data present in electronic health records and need for continuous improvements in patient care and workflow efficiency present many opportunities for AI implementation. Indeed, AI has already demonstrated capabilities for assisting in tasks such as documentation, image classification, and surgical outcome prediction. More specifically, this technology can be harnessed in facial plastic surgery, where the unique characteristics of the field lends itself well to specific applications. AI is not without its limitations, however, and the further adoption of AI in medicine and facial plastic surgery must necessarily be accompanied by discussion on the ethical implications and proper usage of AI in healthcare. In this article, we review current and potential uses of AI in facial plastic surgery, as well as its ethical ramifications.

Translational Research Techniques for the Facial Plastic Surgeon: An Overview.

The field of facial plastic and reconstructive surgery (FPRS) is an incredibly diverse, multispecialty field that seeks innovative and novel solutions for the management of physical defects on the head and neck. To aid in the advancement of medical and surgical treatments for these defects, there has been a recent emphasis on the importance of translational research. With recent technological advancements, there are now a myriad of research techniques that are widely accessible for physician and scientist use in translational research. Such techniques include integrated multiomics, advanced cell culture and microfluidic tissue models, established animal models, and emerging computer models generated using bioinformatics. This study discusses these various research techniques and how they have and can be used for research in the context of various important diseases within the field of FPRS.

The Efficacy of Surgical Excision Plus Adjuvant Multimodal Therapies in the Treatment of Keloids: A Systematic Review and Meta-Analysis.

BACKGROUND: Research evaluating the efficacy of multimodal therapy for the treatment of keloids has reported combination regimens are most effective. OBJECTIVE: To compare recurrence rates for keloids treated with surgery plus one adjuvant intervention (dual therapy) versus surgery plus 2 or more adjuvant interventions (triple therapy). MATERIALS AND METHODS: Systematic literature review and meta-analysis of combination treatment for keloids. RESULTS: After full-text review, we included 60 articles representing 5,547 keloids: 5,243 received dual therapy, 259 received triple therapy, and 45 received quadruple therapy (the latter 2 groups were combined for analysis). The difference in recurrence rates between dual (19%) and triple therapy (11.2%) was not significant (p = .343). However, the difference in recurrence rates between dual therapy using surgery and radiation (18.7%) and triple therapy using surgery, radiation, and a third intervention (7.7%) was significant (p = .002). The differences for surgery and intralesional triamcinolone (TAC) showed trends toward significance, because keloids treated with dual therapy (21.7%) had a higher recurrence rate than those treated with triple therapy comprised of surgery, TAC, and another intervention (13.7%; p = .099). CONCLUSION: Triple therapy using surgery plus radiation and/or TAC as one of the adjuvant treatment modalities may achieve the lowest recurrence rates for keloids.

Postoperative pain with or without nasal splints after septoplasty and inferior turbinate reduction.

PURPOSE: To determine the effect of intranasal Doyle splints on postoperative pain following septoplasty and inferior turbinate reduction (ITR). Changes in Nasal Obstruction Symptom Evaluation (NOSE) scores were also evaluated. MATERIALS AND METHODS: A prospective cohort study conducted from January 2017 to January 2019. Patients were recruited if they experienced nasal obstruction due to septal deviation and inferior turbinate hypertrophy, and failed a one-month trial of intranasal corticosteroids. All patients underwent septoplasty with ITR, and either had Doyle splints or no splints placed. Patients were prescribed hydrocodone-acetaminophen 5-325 mg and asked to keep a daily log of pain medication use and visual analog scale (VAS) scores. Pain logs and NOSE scores were compared between patients who had splints versus patients who had no splints placed after septoplasty and ITR over the first postoperative week. NOSE scores were also collected at every postoperative visit (1 week, 1 month, and 6 months). RESULTS: Fifty-seven patients were enrolled (37 splints, 20 no-splints). The median postoperative pain VAS score was 3.0 (interquartile range [IQR] 2.0-5.0) for the splint group and 4.0 (IQR 2.0-5.0) for the no-splint group (P = 0.906). The median postoperative pain medication requirement in morphine equivalents at the first postoperative visit was 5.4 mg/day (IQR 2.0-13.3) for the splint group and 8.4 mg/day (IQR 1.8-15.3) for the no-splint group (P = 0.833). CONCLUSIONS: There were no statistically significant differences in postoperative pain VAS scores or pain medication use between the two groups. All patients experienced significant reductions in NOSE scores postoperatively.

The Effects of Postoperative Intralesional Corticosteroids in the Prevention of Recurrent Earlobe Keloids: A Multispecialty Retrospective Review.

BACKGROUND: Effective treatment of keloids is challenging because the recurrence rate after surgical excision is high. Data on the best treatment practices are lacking. OBJECTIVE: To investigate the recurrence rate after surgical excision of earlobe keloids based on a postoperative intralesional corticosteroid injection protocol. MATERIALS AND METHODS: Retrospective chart review was performed from January 1, 2005, to March 31, 2016, of patients who had excision of ear keloids within the departments of dermatology, otorhinolaryngology, and plastic surgery. The number of postoperative injections was recorded, recurrence was reported by the patient, and the efficacy of an injection protocol was evaluated. RESULTS: There were 277 charts reviewed. Appropriate data were available for 184 patients. A statistically significant difference was found with recurrence associated with a lower number of injections (p < .001). Keloids were more likely to recur if they were not treated with a planned serial injection protocol (p < .001) or if they were treated outside the department of dermatology (p < .001). CONCLUSION: Intralesional corticosteroid injection after surgical excision of earlobe keloids statistically minimizes the risk of recurrence.

Translational Aspects of 3D and 4D Printing and Bioprinting.

Three-dimensional (3D) printed medical devices include orthopedic and craniofacial implants, surgical tools, and external prosthetics that have been directly used in patients. While the advances of additive manufacturing techniques in the production of medical devices have been on the rise, clinical translation of living cellular constructs face significant limitations in terms of regulatory affairs, process technology, and materials development. In this perspective, the current status-quo of 3D and four-dimensional (4D) (bio)printing is summarized, current advancements are discussed and the challenges that need to be addressed for improved industrial translation and clinical applications of bioprinting are highlighted. It is focused on a multidisciplinary approach in discussing the key translational considerations, from the perspective of industry, regulatory bodies, funding strategies, and future directions.

Diagnostic Utility of Minor Salivary Gland Biopsy for Primary Sjögren Syndrome in Patients With Negative Anti-SSA Antibodies.

BACKGROUND: Sjögren syndrome is a systemic autoimmune disease characterized by lacrimal and salivary gland inflammation resulting in dry eyes and mouth. Although it is a common disease, diagnosis can be challenging due to its heterogeneous presentation. A positive minor salivary gland biopsy is mandatory to fulfill the 2016 American College of Rheumatology/European League Against Rheumatism (ACR/EULAR) classification criteria for primary Sjögren syndrome in patients who are seronegative for anti-SSA/Ro antibodies. The objective of our study was to evaluate the validity of minor salivary gland biopsy for patients who are SSA antibody-negative yet are suspected of having primary Sjögren syndrome because of compelling symptoms. METHODS: We conducted a retrospective chart review of adult patients with a negative anti-SSA antibody test who underwent minor salivary gland biopsy to assess suspected Sjögren syndrome at Henry Ford Rheumatology Clinics between January 2005 and December 2019. Patient characteristics and clinical features are described. Sensitivity, specificity, positive predictive value, and negative predictive value are assessed. RESULTS: A total of 47 patients were included: 46 (97.9%) females and one (2.1%) male. The mean age was 57.2 ± 13.8 years. There were 14 (29.8%) patients who had a positive minor salivary gland biopsy result and 15 (31.9%) patients who had a final diagnosis of Sjögren syndrome. Minor salivary gland biopsy had 93.3% sensitivity (95% confidence interval (CI): 68%-99.8%), 100% specificity (95% CI: 89.1%-100%), 100% positive predictive value (95% CI: 76.8%-100%), and 97% negative predictive value (95% CI: 84.2%-99.9%). CONCLUSION: The diagnostic value of minor salivary gland biopsy is high for patients who do not have anti-SSA antibodies yet are suspected of having Sjögren syndrome. The results of the study support the consideration of routine minor salivary gland biopsy for identifying Sjögren syndrome in these patients.

The Importance of Female Mentors and Safety in the Workplace to Female Otolaryngology Applicants When Creating Rank Lists.

OBJECTIVES: The aim of this research is to understand the importance of female career mentors, research mentors, co-residents, and program directors/chairs to current female otolaryngology residents when applying to residency. The importance of safety in the workplace was also investigated. METHODS: Surveys were sent via electronic mail to 119 programs, and program directors were asked to distribute them to female residents. Using the Likert scale, participants ranked the importance of various factors when creating a rank list, in particular, importance of safety in the workplace and importance of female mentors in various leadership positions. Demographic information, geographic location, LGBTQ identification, and fellowship plans were also collected. RESULTS: There were 62 participants nationally. Eighty-seven percent (n = 54) of participants stated that having at least 1 female attending and having female co-residents was "very important" or "important" when ranking programs. A number of respondents replied that having a female career development mentor (38.7% [n = 24] and 43.5% [n = 27]), female program director or chair (4.8% [n = 3] and 16.1% [n = 10]), and female research mentor (12.9% [n = 8] and 29% [n = 18]) was "very important" or "important," respectively. Ninety-three percent (n = 58) replied that feeling safe in their training environment was "very important" or "important." CONCLUSION: Having female mentors as well as safety in the workplace in residency is important to a vast majority of residents and applicants when creating a rank list. Programs with women in these roles may gain a disproportionate number of female residents because they may be more desirable places than those without women in these roles.

The Detroit Keloid Scale: A Validated Tool for Rating Keloids.

Background: Comparing keloid treatment modalities and assessing response to treatments may be predicted by a better classification system. Objectives: To develop and validate the Detroit Keloid Scale (DKS), a standardized method of keloid assessment. Methods: Forty-seven physicians were polled to develop the DKS. The scale was validated in 52 patients against the Vancouver Scar Scale (VSS), Patient and Observer Scar Assessment Scale (POSAS), and Dermatology Life Quality Index (DLQI). Results: The inter-rater reliability was "substantial" for observer DKS and only "moderate" for VSS and observer POSAS (intraclass correlation coefficient were 0.80, 0.60, and 0.47, respectively). Pearson's correlation indicated "moderate" association between observer DKS with observer POSAS (ρ = 0.56, p < 0.001) and "substantial" relationship between observer DKS and VSS (ρ = 0.63, p < 0.001). Pearson's correlation indicated "moderate" association between patient portion of DKS and patient portion of POSAS and patient portion of the DKS and DLQI (0.61 and 0.60, respectively, p < 0.05). DKS total score consistently showed significant "substantial" relationship with POSAS total score (ρ = 0.65, p < 0.001). Conclusions: The DKS offers a validated keloid-specific outcome measure for comparing keloid treatments.

Midface Including Le Fort Level Injuries.

Le Fort fractures occur at uniform weak areas in the midface often due to blunt impact to the face. Sporting injuries are a common cause of facial trauma; however, use of protective equipment has reduced the number of sports-related injuries. All patients with traumatic injuries should be evaluated using Advanced Trauma Life Support protocol. Le Fort fractures can contribute to airway obstruction, and urgent intubation may be indicated. Surgery is indicated for most displaced Le Fort fractures to restore function and facial harmony. To facilitate reduction, the original occlusive relationship should be restored by placing the patient in MMF.

Changes in Nasal Staphylococcus Colonization and Infection Rates After Nasal Surgery.

Background: The relationship between nasal flora and infection rates in patients undergoing nasal surgery is of interest. This relationship has been studied though changes that may take place due to surgery have never been elucidated. Objective: To assess colonization rates and changes in colonization patterns of methicillin-resistant or methicillin-sensitive Staphylococcus aureus (MRSA/MSSA) in nasal flora in patients undergoing nasal surgery and to determine whether colonization is a risk factor for postoperative infection. Methods: Patients undergoing nasal surgery including septoplasty, rhinoplasty, or nasal valve repair were recruited prospectively. Patients completed a survey preoperatively concerning risk factors of postoperative infection. Nasal swabs and cultures were done preoperatively and at 1 week postoperatively. Patients were assessed for surgical site infections postoperatively. Results: Fifty-five patients completed both preoperative and postoperative nasal swabs. Preoperative to postoperative colonization rates increased for MRSA (2-5%) and MSSA (22-36%). Of the 55 patients, 11 had a change in nasal flora postoperatively, 9 of whom were colonized with a Staphylococcus aureus strain. However, MSSA/MRSA colonization either preoperatively or postoperatively was not associated with surgical site infections. Gender was the only variable found to be associated with postoperative infection (p = 0.007) with all four infections occurring in females. Conclusions: MSSA and MRSA do not appear to be major risk factors for surgical site infection in nasal surgery, whereas prior nasal surgery is a risk factor. This is the first report of a change in nasal colonization after nasal surgery. This could have implications for antibiotic prophylaxis in select nasal surgery cases.

Cushing's Syndrome: An Unusual Presentation of Olfactory Neuroblastoma.

A 48-year-old man presented with symptoms consistent with Cushing's syndrome. Subsequent laboratory studies revealed markedly elevated adrenocorticotropic (ACTH) and cortisol levels, as well as a hypoklemic metabolic alkalosis. A pituitary MRI was performed, which revealed a normal pituitary; however, a large mass was seen centered in the ethmoid and paranasal sinuses with a significant amount of extension into surrounding structures. A biopsy was performed and pathology of the specimen was consistent with esthesioneuroblastoma. Immunohistochemical staining further defined the tumor as an ACTH-secreting esthesioneuroblastoma. After total resection of the mass and further treatment with adjuvant radiation therapy, the patient's symtoms completely resolved and the ACTH and cortisol levels were also greatly reduced. This case demonstrates the successful diagnosis and treatment of a rare neoplasm. Ectopic ACTH syndrome due to esthesioneuroblastoma is extremely uncommon with only five other cases being discussed in the literature.

Facial Plastic Surgery Controversies: Keloids.

There are more than 11 million people in the world affected with keloids. Nevertheless, there is a lack of agreement in keloid management. Moreover, keloid research has left gaps in the understanding of its pathogenesis. Six questions are answered by 3 clinical scientists in an attempt to address common keloid controversies.

Robotic Buccal Mucosal Graft Ureteroplasty for Complex Ureteral Stricture.

OBJECTIVE: To demonstrate robot-assisted ureterolysis and buccal mucosal graft (BMG) ureteroplasty for the management of a complex, long recurrent ureteral stricture developing after ureterolysis, and also to demonstrate the use of near-infrared fluorescence (NIRF) imaging and intraoperative ureteroscopy during this procedure. METHODS: A 58-year-old man with a history of cabergoline treatment and a cardiac catheterization through the left groin presented with left flank pain and hydronephrosis. A computed tomography scan showed extensive fibrosis around the ureter and a ureteral stricture close to a tortuous left external iliac artery. A computed tomography-guided biopsy showed a benign fibrous tissue around the stricture with no increase in IgG4-expressing plasma cells. A robot-assisted ureterolysis with an omental wrap was performed. One year after the ureterolysis, the patient developed a recurrent ureteral stricture. Retrograde ureterogram showed a long, 6-cm stricture in the upper ureter. For the robotic ureteroplasty, the patient was placed in modified lateral position with port placement similar to the left pyeloplasty. Intraoperative flexible ureteroscopy and NIRF were used to define the distal extent of the stricture. For this, the ureteroscope was advanced until the stricture, and transilluminance of light from the ureteroscope was seen from the robotic camera using Firefly. Ureteral stricture was incised along its length over the ureteroscope. Two BMGs were harvested and sown together to obtain a longer graft. The graft was minimally defatted and brought in the abdomen through one of the ports. The composite graft was then sutured with 4-0 PDS as an onlay graft with the mucosal side facing toward the lumen of the ureter. Ureteroscopy was used to confirm patency, followed by stent placement. NIRF was used to confirm the viability of the ureter and the surrounding tissue. The omental flap was then harvested using a vessel sealer, fixed to the psoas fascia beneath the ureter, and then wrapped over the reconstructed ureter. The omental flap was also tacked to the side of the BMG with a suture to promote blood supply. RESULTS: The procedure was uncomplicated with an operative time of 280 minutes, an estimated blood loss of 75 mL, and an uneventful hospital stay. MAG3 Renal scan after 3 and 6 months of surgery showed no recurrence or obstruction. CONCLUSION: Despite the limitation of being a single case with only a 6-month follow-up, our report shows that robot-assisted BMG is a safe option for the reconstruction of long upper ureteral strictures. This procedure may be a less morbid alternative to an autotransplant and ileal ureter in these patients. However, outcomes need to be studied in a larger series with a longer follow-up.

Biological significance of genome-wide DNA methylation profiles in keloids.

OBJECTIVES/HYPOTHESIS: To obtain biological insight into keloid pathogenesis and treatment using pathway analysis of genome-wide differentially methylated gene profiles between keloid and normal skin. STUDY DESIGN: Prospective cohort. METHODS: Genome-wide profiling was previously done, with institutional review board approval, on six fresh keloid and six fresh normal skin tissue samples, using the Infinium HumanMethylation450 BeadChip kit. Statistically significant differentially methylated cytosine-phosphodiester bond-guanines (CpGs, n = 197) between keloid and normal tissue mapped to 152 genes. These genes were uploaded into Ingenuity Pathway Analysis (IPA) software to identify biological functions or regulatory networks interacting. The pathways (or "network") with an enrichment probability value ≤ .01 were subjected to a heuristic filter of keywords associated with keloid pathogenesis. RESULTS: Of the 197 CpGs, 191 were found in the IPA database and mapped to 152 unique genes. The top 10 hypermethylated genes were ACTR3C, LRRC61, PAQR4, C1orf109, SLCO2B1, CMKLR1, AHDC1, FYCO1, CCDC34, and CACNB2. The top 10 hypomethylated genes were GALNT3, SCML4, PPP1R13L, ANKRD11, WIPF1, MX2, IFFO1, DENND1C, CFH, and GHDC. IPA identified nine pathways with enrichment probability values ≤ .01, of which five (histidine degradation V1, phospholipase C signaling, colorectal cancer metastasis signaling, P2Y purinergic receptor signaling, and Gαi signaling) were associated with keloid keywords and contained "keloid genes" (P < .05). CONCLUSIONS: Genes differentially methylated between keloid and normal skin reside in known bionetwork pathways involved in critical biological functioning and signaling events in the cell. This information could be used to refine screening processes for biological significance to better understand keloid pathogenesis and to develop molecular-targeted therapy. LEVEL OF EVIDENCE: NA Laryngoscope, 127:70-78, 2017.

Causal network analysis of head and neck keloid tissue identifies potential master regulators.

OBJECTIVES/HYPOTHESIS: To generate novel insights and hypotheses in keloid development from potential master regulators. STUDY DESIGN: Prospective cohort. METHODS: Six fresh keloid and six normal skin samples from 12 anonymous donors were used in a prospective cohort study. Genome-wide profiling was done previously on the cohort using the Infinium HumanMethylation450 BeadChip (Illumina, San Diego, CA). The 190 statistically significant CpG islands between keloid and normal tissue mapped to 152 genes (P < .05). The top 10 statistically significant genes (VAMP5, ACTR3C, GALNT3, KCNAB2, LRRC61, SCML4, SYNGR1, TNS1, PLEKHG5, PPP1R13-α, false discovery rate <.015) were uploaded into the Ingenuity Pathway Analysis software's Causal Network Analysis (QIAGEN, Redwood City, CA). To reflect expected gene expression direction in the context of methylation changes, the inverse of the methylation ratio from keloid versus normal tissue was used for the analysis. Causal Network Analysis identified disease-specific master regulator molecules based on downstream differentially expressed keloid-specific genes and expected directionality of expression (hypermethylated vs. hypomethylated). RESULTS: Causal Network Analysis software identified four hierarchical networks that included four master regulators (pyroxamide, tributyrin, PRKG2, and PENK) and 19 intermediate regulators. CONCLUSIONS: Causal Network Analysis of differentiated methylated gene data of keloid versus normal skin demonstrated four causal networks with four master regulators. These hierarchical networks suggest potential driver roles for their downstream keloid gene targets in the pathogenesis of the keloid phenotype, likely triggered due to perturbation/injury to normal tissue. LEVEL OF EVIDENCE: NA Laryngoscope, 126:E319-E324, 2016.

Surgical technique for repair of complex anterior skull base defects.

BACKGROUND: Modern microsurgical techniques enable en bloc resection of complex skull base tumors. Anterior cranial base surgery, particularly, has been associated with a high rate of postoperative cerebrospinal fluid (CSF) leak, meningitis, intracranial abscess, and pneumocephalus. We introduce simple modifications to already existing surgical strategies designed to minimize the incidence of postoperative CSF leak and associated morbidity and mortality. METHODS: Medical records from 1995 to 2013 were reviewed in accordance with the Institutional Review Board. We identified 21 patients who underwent operations for repair of large anterior skull base defects following removal of sinonasal or intracranial pathology using standard craniofacial procedures. Patient charts were screened for CSF leak, meningitis, or intracranial abscess formation. RESULTS: A total of 15 male and 6 female patients with an age range of 26-89 years were included. All patients were managed with the same operative technique for reconstruction of the frontal dura and skull base defect. Spinal drainage was used intraoperatively in all cases but the lumbar drain was removed at the end of each case in all patients. Only one patient required re-operation for repair of persistent CSF leak. None of the patients developed meningitis or intracranial abscess. There were no perioperative mortalities. Median follow-up was 10 months. CONCLUSION: The layered reconstruction of large anterior cranial fossa defects resulted in postoperative CSF leak in only 5% of the patients and represents a simple and effective closure option for skull base surgeons.