Creating Patient-Specific 3D-Printed Airway Models for Slide Tracheoplasty.

This protocol describes the method for creating 3D-printed trachea models for use in high-fidelity simulation-based training and advanced surgical planning for pediatric patients undergoing slide tracheoplasty. The goal is to provide a template and methodology to allow for replicability and more widespread dissemination of these models to improve clinical training and patient care. Laryngoscope, 2024.

Multidisciplinary Advanced Surgical Planning for Slide Tracheoplasty Using 3D-Printed Models.

OBJECTIVE: The objective of this study was to develop and assess multidisciplinary advanced surgical planning (ASP) sessions using three dimensional (3D) printed models for cervicothoracic slide tracheoplasty (CST). We hypothesized that these sessions would improve surgeon confidence, streamline intraoperative planning, and highlight the utility of 3D modeling. METHODS: 3D-printed patient-specific trachea models were used in pre-operative ASP sessions consisting of a multidisciplinary case discussion and hands-on slide tracheoplasty simulation. Participants completed a survey rating realism, utility, impact on the final surgical plan, and pre- and post-session confidence. Statistical analysis was performed via Wilcoxon and Kruskal-Wallis tests. RESULTS: Forty-eight surveys were collected across nine sessions and 27 different physicians. On a 5-point Likert scale, models were rated as "very realistic", "very useful" (both median of 4, IQR 3-4 and 4-5, respectively). Overall confidence increased by 1.4 points (+/- 0.7, p < 0.0001), with the largest change seen in those with minimal prior slide tracheoplasty experience (p = 0.005). Participants felt that the sessions "strongly" impacted their surgical plan or anticipated performance (median 4, IQR 4-5), regardless of training level or experience. CONCLUSION: 3D-printed patient-specific models were successfully implemented in ASP sessions for CST. Models were deemed very realistic and very useful by surgeons across multiple specialties and training levels. Surgical planning sessions also strongly impacted the final surgical plan and increased surgeon confidence for CST. LEVEL OF EVIDENCE: IV Laryngoscope, 2024.

Surface Reconstruction of the Pediatric Larynx via Structure from Motion Photogrammetry: A Pilot Study.

Endoscopy is the gold standard for characterizing pediatric airway disorders, however, it is limited for quantitative analysis due to lack of three-dimensional (3D) vision and poor stereotactic depth perception. We utilize structure from motion (SfM) photogrammetry, to reconstruct 3D surfaces of pathologic and healthy pediatric larynges from monocular two-dimensional (2D) endoscopy. Models of pediatric subglottic stenosis were 3D printed and airway endoscopies were simulated. 3D surfaces were successfully reconstructed from endoscopic videos of all models using an SfM analysis toolkit. Average subglottic surface error between SfM reconstructed surfaces and 3D printed models was 0.65 mm as measured by Modified Hausdorff Distance. Average volumetric similarity between SfM surfaces and printed models was 0.82 as measured by Jaccard Index. SfM can be used to accurately reconstruct 3D surface renderings of the larynx from 2D endoscopy video. This technique has immense potential for use in quantitative analysis of airway geometry and virtual surgical planning.

Tracheal Mirror Image Artifact in Patients With Normal and Pathologic Tracheas.

Ultrasonography is gaining popularity as a diagnostic imaging modality for airway pathology. Tracheal ultrasound (US) has several nuances that are important for clinicians, including imaging artifacts, which can be mistaken for pathology. Tracheal mirror image artifacts (TMIAs) occur when the US beam is reflected back to the transducer in a nonliner direction or with multiple timesteps. It has previously been believed that the convexity of the tracheal cartilage prevents mirror image artifacts, but in reality, the air column acts as an acoustic mirror and causes TMIA. We describe a cohort of patients with both normal and pathologic tracheas, all of whom have TMIA on the tracheal US. These artifacts are important to recognize, especially as the airway US becomes more commonplace.

Virtually Assisted Personalized Tracheostomy Tube Design in Pediatric Complex Airway Anomalies.

We sought to assess the feasibility of virtually assisted personalized tracheostomy tube (vapTT) implementation for patients with congenital airway anomalies (CAAs) and persistent tracheostomy tube (TT)-related respiratory failure at a tertiary pediatric hospital. Three patients (0-18 years) with CAAs and recurrent TT-related respiratory complications were managed with vapTT over 5 years. Patients underwent airway computed tomography acquisition with 3-dimensional reconstruction and TT virtual modeling for shape customization. Models were transferred to Bivona for fabrication based on industry-standard materials and processes. Clinical information and tracheoscopies assessing position, obstruction, and granulation were reviewed. Patients demonstrated resolution of visualized TT-related obstruction, granulation, or ulceration and de-escalation of respiratory support. Clinical events requiring urgent tracheoscopy decreased in all 3 patients. Sufficient relief of critical airway obstruction allowed progression of medical care and/or discharge. VapTTs are feasible for patients with CAA. This new frontier in personalized devices may serve uniquely challenging patient populations for whom standard treatments have failed.

A Validated 3D Printed Laryngeal Suturing Simulator for Endoscopic Laryngeal Cleft Repair.

OBJECTIVES: Endoscopic laryngeal cleft repair (ELCR) with endolaryngeal suturing is an advanced surgical skill. This study objective was to assess the validity of 3-dimensionally (3D) printed laryngeal suturing simulator for ELCR. STUDY DESIGN: Development and validation of a simulator for ELCR. METHODS: An ELCR model was developed using 3D printed and readily available materials. Participants were surveyed before and after a simulation session using five-point Likert scale questions. Performance data was assessed using blinded expert video review and rated using a novel objective structured assessment of technical skills (OSATS) for endoscopic laryngeal suturing. RESULTS: Twenty-one participants ranging from residents to attendings completed the simulation session. Survey respondents reported on a five-point Likert scale that the model was "easy to use" and "quite realistic" (both mean of 4). Confidence improved significantly in 86% of participants (p < 0.01). Overall OSATS scores (out of a total of 55) showed a median improvement in technical skills of 11.7 points (p = 0.004). OSATS demonstrated good intra-rater (κ = 0.689 and 0.677) and moderate inter-rater (κ = 0.573) reliability. Completion times improved from the first to the last suture by a median time of 512 to 350 s (decrease of 202 s, p = 0.002). Participants with no prior ELCR experience improved more than those with in vivo experience. CONCLUSION: This study demonstrates the validity of a simulator utilizing 3D printed larynges for ELCR. A novel OSATS for endoscopic laryngeal suturing was successfully implemented. Confidence, technical skills, and completion times improved with the use of the model across a variety of participants. Laryngoscope, 133:785-791, 2023.

Primary targeted medical therapy for management of bilateral head and neck lymphatic malformations in infants.

OBJECTIVES: Patients born with bilateral head and neck lymphatic malformations (BHNLMs) often require multiple invasive treatments, including tracheostomy. We hypothesized that primary targeted medical therapy (pTMT) with diagnostic needle aspiration reduces the need for invasive therapy such as surgical resection and/or sclerotherapy. METHODS: Retrospective case review was performed of infants with BHNLMs (Grade 2 or De Serres stage IV and V) treated only at our institution from 2000 to 2021. Patients were divided into two cohorts: those managed with pTMT and those managed with observation, sclerotherapy, or surgical intervention (non-pTMT). Data regarding interventions, clinical outcomes, morbidity, and mortality were analyzed with descriptive statistics. RESULTS: Nine children with BHNLMs met inclusion criteria. Three (33%) were in the pTMT cohort and six (66%) were non-pTMT. Eight (89%) malformations were genotyped, and all demonstrated hotspot PIK3CA variants. All pTMT patients had sirolimus initiated in the first month of life and underwent needle aspiration of malformation cyst fluid for cell-free DNA samples. All pTMT patients tolerated medical therapy. For the non-pTMT cohort, primary treatment included none (deceased, n = 1, 17%), observation with needle aspiration (n = 1, 17%), surgical resection (n = 2, 33%), or combination surgery and sclerotherapy (n = 2, 33%). Intubation duration, intensive care and initial hospital length of stay were not different between cohorts. Four non-pTMT patients (67%) required tracheostomy, and two (33%) died prior to discharge. All pTMT patients survived and none required tracheostomy. Non-pTMT patients required a median of two invasive therapies prior to discharge (IQR 1-4) and a mean total of 13 over the course of their lifetime (IQR 1-16), compared to the pTMT group who did not require any lifetime invasive therapy, even after initial pTMT and discharge home. CONCLUSION: This study compares patients with BHNLMs (Grade 2) treated with pTMT versus those treated with observation or invasive therapy. Patients treated with pTMT required no surgical or invasive procedural treatment of their malformations, no tracheostomy placement, no unplanned readmissions after discharge, and had no mortalities. Needle aspiration was useful as a therapeutic adjunct for cell-free DNA diagnosis of PIK3CA variants, which guided TMT.

Endoscopic Posterior Costochondral Graft with Cricoid Sutures for a Recurrent Type 3 Laryngeal Cleft.

A patient with a recurrent connection between their trachea and esophagus underwent an endoscopic repair (through the mouth with no incisions) with a graft secured via sutures, which is the first description of fully endoscopic graft placement for this pathology. Laryngoscope, 133:269-272, 2023.

Analysis of Upper Airway Flow Dynamics in Robin Sequence Infants Using 4-D Computed Tomography and Computational Fluid Dynamics.

Robin Sequence (RS) is a potentially fatal craniofacial condition characterized by undersized jaw, posteriorly displaced tongue, and resultant upper airway obstruction (UAO). Accurate assessment of UAO severity is crucial for management and diagnosis of RS, yet current evaluation modalities have significant limitations and no quantitative measures of airway resistance exist. In this study, we combine 4-dimensional computed tomography and computational fluid dynamics (CFD) to assess, for the first time, UAO severity using fluid dynamic metrics in RS patients. Dramatic intrapopulation differences are found, with the ratio between most and least severe patients in breathing resistance, energy loss, and peak velocity equal to 40:1, 20:1, and 6:1, respectively. Analysis of local airflow dynamics characterized patients as presenting with primary obstructions either at the location of the tongue base, or at the larynx, with tongue base obstructions resulting in a more energetic stenotic jet and greater breathing resistance. Finally, CFD-derived flow metrics are found to correlate with the level of clinical respiratory support. Our results highlight the large intrapopulation variability, both in quantitative metrics of UAO severity (resistance, energy loss, velocity) and in the location and intensity of stenotic jets for RS patients. These results suggest that computed airflow metrics may significantly improve our understanding of UAO and its management in RS.

Slide Tracheoplasty: Complete Tracheal Rings and Beyond.

Congenital tracheal stenosis is a rare but potentially life-threatening condition that is most commonly caused by complete tracheal rings. Slide tracheoplasty was initially introduced as a surgical treatment for congenital tracheal stenosis in 1989 and has significantly improved outcomes and overall survival rates for these patients. It has subsequently been adapted to treat other conditions such as laryngotracheal stenosis, tracheoesophageal fistula, and bronchial stenosis. This article reviews the history, the variety of applications, perioperative management, surgical techniques, potential complications, and new frontiers in slide tracheoplasty surgery.

Impact of body mass index in patulous Eustachian tube: Does rapid weight loss influence symptom improvement?

OBJECTIVES: Weight loss has been proposed as risk factor for patulous Eustachian tube (PET), however, it has not been well-characterized how this subpopulation responds to standard treatments. This study aimed to evaluate PET symptom improvement in the setting of and absence of rapid weight loss. METHODS: This retrospective case series included patients diagnosed with PET at an academic institution. Demographic characteristics, medical comorbidities, presenting symptoms, treatment, and outcomes of symptom improvement were reviewed. Univariate analysis modeled the likelihood of symptom improvement between rapid weight loss and non-rapid weight loss patients. RESULTS: A total of 124 patients (median age 55 years, 61 % female) were included. At diagnosis, 7 (5.6 %) patients were underweight, 40 (32.3 %) were normal weight, 32 (25.8 %) were overweight, and 45 (36/3 %) were obese. There were 39 (31.5 %) patients who had history of weight loss prior to presentation; of these, 22 (17.7 %) noted rapid weight loss and 17 (13.7 %) had non-rapid weight loss. There were 62 (50.0 %) patients who were recommended conservative treatment, and 62 (50.0 %) who underwent medical and/or surgical treatment. Symptom resolution was achieved in 49 (39.5 %) patients. On univariate analysis, patients with rapid weight loss were significantly more likely to experience improvement (p = 0.006) than non-rapid weight loss. Rapid weight loss patients had a four-fold increased likelihood of symptom improvement compared to non-rapid weight loss patients (OR = 4.8, p = 0.053). CONCLUSIONS: While rapid weight loss and bariatric surgery are reported risk factors for the development of PET, our findings suggest that patients with rapid weight loss are significantly more likely to achieve symptom improvement than non-rapid weight loss.

Comparison of Slide Tracheoplasty Technique on Postoperative Anatomic Outcomes in Three-Dimensional Printed Models.

OBJECTIVES/HYPOTHESIS: We hypothesized that the use of three-dimensional (3D) printed tracheal models to reproducibly simulate surgical technique variations in slide tracheoplasty would demonstrate the quantitative impact of surgical variables on postoperative tracheal dimensions. STUDY DESIGN: Prospective analysis of three-dimensional printed surgical simulation models. METHODS: Slide tracheoplasty was performed on 3D printed long segment tracheal stenosis models with combinations of tracheal transection incision angle (90°, 45° beveled superior to inferior, 45° beveled inferior to superior) and tracheal transection location relative to the stenosis (at midpoint, 2 mm each superior and inferior to midpoint). Postoperative computed tomography (CT) scans measured changes in tracheal length, volume, and cross-sectional area compared to controls. Statistical analysis was performed using one-way analysis of variance and unpaired two-tailed t-tests. RESULTS: Slide tracheoplasty yielded 27 reconstructed tracheas. On average, slide tracheoplasty reduced total tracheal length by 36%. Beveled tracheal incisions yielded 9.5% longer final tracheas than straight transection incisions (P < .0001). Cross-sectional area at the stenosis midpoint increased from 9.0 mm2 to 45 mm2 but did not vary with technique (P > .05). Total tracheal luminal volume increased from 900 mm3 to 1378 mm3 overall and was largest with beveled incisions (P = .03). More material was discarded with straight incisions compared to beveled (89 mg vs. 19 mg, P < .0001). CONCLUSIONS: Beveled tracheal transection incisions resulted in increased tracheal length, longer anastomotic segments, increased volume, and reduced tissue waste as compared to straight incisions. Offsetting the incision from the midpoint of stenosis did not significantly affect reconstructed tracheal morphology. Using 3D printed models for surgical simulation can be helpful for the quantitative study of the effect isolated surgical variables on technical outcomes. LEVEL OF EVIDENCE: 3 Laryngoscope, 132:1306-1312, 2022.

The power of a checklist: Decrease in emergency department epistaxis transfers after clinical care pathway implementation.

BACKGROUND: Annually, epistaxis costs US hospitals over $100 million dollars. Many patients visit emergency departments (ED) with variable treatment, thus providing opportunity for improvement. OBJECTIVE: To implement an epistaxis clinical care pathway (CCP) in the ED, and analyze its effects on treatment and ED transfers. METHODS: An interdisciplinary team developed the CCP to be implemented at a tertiary hospital system with 11 satellite EDs. The analysis included matched eight-month periods prior to pathway implementation and after pathway implementation. Subjects included patients with ICD-10 code diagnosis of epistaxis. Patients under 18 years old, recent surgery or trauma, or bleeding disorders were excluded. There were 309 patients from the pre-implementation cohort, 53 of which were transferred and 37 met inclusion criteria; 322 from the post-implementation cohort, 37 of which were transferred, and 15 met inclusion criteria. Outcome measures included epistaxis intervention by ED providers and otolaryngologists before and after pathway implementation. RESULTS: CCP implementation resulted in a 61% reduction in patient transfers (p < 0.001). ED providers showed a 51% increase in documentation of anterior rhinoscopy with proper equipment, 34% increased use of topical vasoconstrictors, 40% increased use of absorbable packing, 7% decrease in use of unilateral non-absorbable packing, and 17% decrease in use of bilateral non-absorbable packing. CONCLUSIONS: Prior to CCP implementation, ED treatment of epistaxis varied significantly. CCP resulted in standardized treatment and significant reduction in transfers. A CCP checklist is an effective way to standardize care and prevent unnecessary hospital transfers.

Improving efficiency in epistaxis transfers in a large health system: Analyzing emergency department treatment variability as pretext for a clinical care pathway.

INTRODUCTION: Epistaxis is a common condition with an estimated $100 million in health care costs annually. A significant portion of this stems from Emergency Department (ED) management and hospital transfers. Currently there is no data in the literature clearly depicting the differences in treatment of epistaxis between Emergency Medicine (EM) physicians and Otolaryngologists. Clinical care pathways (CCP) are a way to standardize care and increase efficiency. Our goal was to evaluate the variability in epistaxis management between EM and Otolaryngology physicians in order to determine the potential impact of a system wide clinical care pathway. MATERIALS AND METHODS: A retrospective case study was conducted of all patients transferred between emergency departments for epistaxis over an 18-month period. Exclusion criteria comprised patients under 18 years old, recent sinonasal surgery, bleeding disorders, and recent facial trauma. RESULTS: 73 patients met inclusion criteria. EM physicians used nasal cautery in 8%, absorbable packing in 1% and non-absorbable packing in 92% (with 33% being bilateral). In comparison, Otolaryngologists used nasal cautery in 37%, absorbable packing in 34%, and non-absorbable packing in 23%. Eighty percent of patients treated by an Otolaryngology physician required less invasive intervention than previously performed by EM physicians prior to transfer. CONCLUSIONS: Epistaxis management varied significantly between Emergency Medicine and Otolaryngology physicians. Numerous patients were treated immediately with non-absorbable packing. On post-transfer Otolaryngology evaluation, many of these patients required less invasive interventions. This study highlights the variability of epistaxis treatment within our hospital system and warrants the need for a standardized care pathway.

Multi-specialty knowledge on surgical a management: Implementation of an educational initiative.

PURPOSE: Deficiencies in airway management knowledge can result in harm, especially in tracheostomy patients. Our objective is to assess the degree of knowledge in different medical specialties, before and after targeted airway education. MATERIALS AND METHODS: A lecture on tracheostomy management was prepared for Otolaryngology, Anesthesia, Emergency Medicine, General Surgery, Oral and Maxillofacial Surgery (OMFS), Internal Medicine (IM), and Family Medicine (FM). Before the lecture, a 12-question quiz on surgical airway knowledge was administered, and demographics from participants collected. Immediately following the lecture, participants were asked to retake the quiz. Performance was assessed. Population baseline characteristics included, specialty, years of practice, and previous education. RESULTS: A paired t-test evaluating pre- and post-lecture results showed a 34.2% improvement for all participants (n = 168) overall (2.7 points, p < 0.001). Providers with more years of practice performed better. Otolaryngology and OMFS performed the highest on the baseline test while FM and IM performed the lowest. The providers who reported previous standardized training from the hospital system, informal instruction on the ward, or had the topic covered in their degree program performed better compared to those without previous education (ANOVA, 3.5 points, p < 0.01). Providers who underwent formal training in their degree program performed the best. A Likert scale with self-assessment of comfort with surgical airway correlated positively with the performance on the quiz. CONCLUSION: Variability in tracheostomy knowledge based on specialty and years of training exists. We demonstrate that formal education on tracheostomy and surgical airways improved quantitative measures of knowledge.

Necrotizing epiglottitis treated with early surgical debridement: A case report.

OBJECTIVE: Necrotizing supraglottitis is a rare but potentially morbid infection most often seen in immunocompromised patients. All reported cases have utilized intravenous antibiotic therapy as the mainstay of treatment and many have had associated morbidities. METHODS: We describe a case of a 50-year-old previously healthy female who presented with necrotizing epiglottis and was treated with immediate surgical debridement followed by directed antibiotic therapy. RESULTS: Our patient rapidly recovered with no further invasive interventions. On follow up she had no further complications or functional deficits. CONCLUSIONS: Although uncommon, providers should be aware of the potential benefits of early debridement when treating patients with similar pathology. Early surgical intervention should be considered to avoid local tissue loss, airway interventions, and long-term sequelae.

Antibiotics, steroids, and combination therapy in chronic rhinosinusitis without nasal polyps in adults.

Despite a lack of robust data regarding their efficacy, oral antibiotics and steroids remain two of the most common treatments for chronic rhinosinusitis without nasal polyps (CRSsNP). We sought to objectively compare the efficacy of antibiotics and steroids, independently and in combination, for the initial treatment of CRSsNP. To that end, we conducted a retrospective chart review of 100 patients-51 men and 49 women, age 20 to 85 years (mean: 50)-who were treated for CRSsNP from January 2010 through January 2015. Of this group, 17 patients were treated with an antibiotic only, 28 with a steroid only, and 55 with both agents. All patients underwent computed tomography (CT) before and after treatment, and we compared the three groups' pre- and post-treatment Lund-Mackay CT scores, symptom scores, and rates of surgery. The average time between the pre- and post-treatment visits was 4.4 weeks. The mean Lund-Mackay CT score for the entire study population was significantly lower after treatment than at baseline (6.3 vs. 9.1; p < 0.001); however, there were no significant differences among the three groups in either pre- or post-treatment scores. Symptom scores were significantly better in the combination therapy group than in the two monotherapy groups (p < 0.001). In all, 40 of the 100 patients underwent surgery; the difference in surgery rates among the three groups was not statistically significant (p = 0.884). Surgery was performed on 9 of the 52 (17.3%) patients who either were followed for at least 1 year or who had had surgery within the first year postoperatively; again, there were no significant differences among the three groups (p = 0.578). We conclude that although the Lund-Mackay CT scores decreased significantly in the antibiotic, steroid, and combination therapy groups, no one regimen was superior to any other for treating CRSsNP in our study.

Head and Neck Ultrasound Education-A Multimodal Educational Approach in the Predoctoral Setting: A Pilot Study.

OBJECTIVES: With the increased implementation of ultrasound in medical education, it is important to continually improve instructional methods. In this study, we demonstrate that by augmenting the traditional methods of instructor demonstration and student practice on a healthy volunteer with additional modalities, such as didactic presentation, simulated pathologic cases, and simulated procedures, students gain a more comprehensive understanding of and confidence in ultrasound technique and pathology. METHODS: A multimodal curriculum was developed and applied to head and neck ultrasound sessions of our institution's Ultrasound Symposium. Participants were asked to fill out surveys rating each instructional modality as well as preinstructional and postinstructional confidence. The survey results were divided into a group of first- and second-year medical students who had previous ultrasound training and a group of third- and fourth-year students who were ultrasound "naïve." RESULTS: The survey showed that the first- and second-year student group (n = 8) had an average preinstructional confidence of 4.14/10 compared to 1.44/10 in the third- and fourth-year student group (n = 9) (P = .003). Following the instructional sessions, the students' confidence increased respectively to 8.14/10 and 7.78/10 (P= .53), showing a 4.00 (96%) increase in the first- and second-year group and a 6.34 (440%) increase in the third- and fourth-year group. The combined results of all student teaching modality ratings showed that instructor demonstration was rated the highest (9.47) and computerized simulation lowest (8.25). CONCLUSIONS: Overall, our study shows that multimodal ultrasound instruction was beneficial in increasing both ultrasound-trained and ultrasound-naïve medical students' confidence in head and neck ultrasound.

A Cost-effective, Gelatin-Based Phantom Model for Learning Ultrasound-Guided Fine-Needle Aspiration Procedures of the Head and Neck.

The rise in popularity of ultrasound imaging has seen a corresponding increase in demand for effective training tools such as phantom models. They are especially useful for teaching and practice of invasive procedures, such as fine-needle aspiration of lesions of the head and neck. We have created 2 gelatin models out of inexpensive, commonly available materials that can be used in sequence to learn head and neck fine-needle aspiration. Fundamental skills can be learned first on the flat, rectangular model, whereas the second, cylindrical model more closely represents human anatomy and can be used to develop more advanced technique.

Pricing of common cosmetic surgery procedures: local economic factors trump supply and demand.

BACKGROUND: The pricing of cosmetic surgery procedures has long been thought to coincide with laws of basic economics, including the model of supply and demand. However, the highly variable prices of these procedures indicate that additional economic contributors are probable. OBJECTIVES: The authors sought to reassess the fit of cosmetic surgery costs to the model of supply and demand and to determine the driving forces behind the pricing of cosmetic surgery procedures. METHODS: Ten plastic surgery practices were randomly selected from each of 15 US cities of various population sizes. Average prices of breast augmentation, mastopexy, abdominoplasty, blepharoplasty, and rhytidectomy in each city were compared with economic and demographic statistics. RESULTS: The average price of cosmetic surgery procedures correlated substantially with population size (r = 0.767), cost-of-living index (r = 0.784), cost to own real estate (r = 0.714), and cost to rent real estate (r = 0.695) across the 15 US cities. Cosmetic surgery pricing also was found to correlate (albeit weakly) with household income (r = 0.436) and per capita income (r = 0.576). Virtually no correlations existed between pricing and the density of plastic surgeons (r = 0.185) or the average age of residents (r = 0.076). CONCLUSIONS: Results of this study demonstrate a correlation between costs of cosmetic surgery procedures and local economic factors. Cosmetic surgery pricing cannot be completely explained by the supply-and-demand model because no association was found between procedure cost and the density of plastic surgeons.