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The Use of Virtual Reality in Surgical Training: Implications for Education, Patient Safety, and Global Health Equity

Laspro, Matteo; Groysman, Leya; Verzella, Alexandra N.; Kimberly, Laura L.; Flores, Roberto L.
As medicine becomes more complex, there is pressure for new and more innovative educational methods. Given the economic burden associated with in-person simulation, healthcare, including the realm of surgical education, has begun employing virtual reality (VR). Potential benefits of the addition of VR to surgical learning include increased pre-operative resident exposure to surgical techniques and procedures and better patient safety outcomes. However, these new technological advances, such as VR, may not replicate organic tissues or accurately simulate medical care and surgical scenarios, creating unrealistic pseudo-environments. Similarly, while advancements have been made, there are ongoing disparities concerning the utilization of these technologies. These disparities include aspects such as the availability of stable internet connections and the cost of implementing these technologies. In accordance with other innovative technologies, VR possesses upfront economic costs that may preclude equitable use in different academic centers around the world. As such, VR may further widen educational quality between high- and low-resource nations. This analysis integrates recent innovations in VR technology with existing discourse on global health and surgical equality. In doing so, it offers preliminary guidance to ensure that the implementation of VR occurs in an equitable, safe, and sustainable fashion.
SCOPUS:85180688584
ISSN: 2673-4095
CID: 5630592

LeFort I Horizontal Osteotomy: Defining the Feasibility of the "High Osteotomy"

Verzella, Alexandra N; Alcon, Andre; Schechter, Jill; Shetye, Pradip R; Staffenberg, David A; Flores, Roberto L
OBJECTIVE:To define "high osteotomy" and determine the feasibility of performing this procedure. DESIGN/METHODS:Single institution, retrospective review. SETTING/METHODS:Academic tertiary referral hospital. PATIENTS, PARTICIPANTS/METHODS:34 skeletally mature, nonsyndromic patients with unilateral CLP who underwent Le Fort I osteotomy between 2013 and 2020. Patients with cone-beam computed tomography (CBCT) scans completed both pre- (T1) and post-operatively (T2) were included. Patients with bilateral clefts and rhinoplasty prior to post-operative imaging were excluded. INTERVENTIONS/METHODS:Single jaw one-piece Le Fort I advancement surgery. MAIN OUTCOME MEASURES/METHODS:Measurements of the superior ala and inferior turbinates were taken from the post-operative CBCT. RESULTS:The sample included 26 males and 8 females, 12 right- and 22 left-sided clefts. The inferior turbinates are above the superior alar crease at a rate of 73.53% and 76.48% on the cleft and non-cleft sides, respectively. One (2.9%) osteotomy cut was above the level of the cleft superior alar crease, and no cuts were above the level of the non-cleft superior ala. On average, the superior ala was 2.63 mm below the inferior turbinates. The average vertical distances from the superior alar crease and the inferior turbinates to the base of the non-cleft side pyriform aperture were 12.17 mm (95% CI 4.00-20.34) and 14.80 mm (95% CI 4.61-24.98), respectively. To complete a "high osteotomy," with 95% confidence, the cut should be 20.36 mm from the base of the pyriform aperture. CONCLUSIONS:A "high" osteotomy is not consistently possible due to the relationship between the superior alar crease and the inferior turbinate.
PMID: 37885216
ISSN: 1545-1569
CID: 5614352

The Reality of Commercial Payer-Negotiated Rates in Cleft Lip and Palate Repair

Rochlin, Danielle H; Rizk, Nada M; Flores, Roberto L; Matros, Evan; Sheckter, Clifford C
BACKGROUND:Commercial payer-negotiated rates for cleft lip and palate surgery have not been evaluated on a national scale. The aim of this study was to characterize commercial rates for cleft care, both in terms of nationwide variation and in relation to Medicaid rates. METHODS:A cross-sectional analysis was performed of 2021 hospital pricing data from Turquoise Health, a data service platform that aggregates hospital price disclosures. The data were queried by CPT code to identify 20 cleft surgical services. Within- and across-hospital ratios were calculated per CPT code to quantify commercial rate variation. Generalized linear models were used to assess the relationship between median commercial rate and facility-level variables and between commercial and Medicaid rates. RESULTS:There were 80,710 unique commercial rates from 792 hospitals. Within-hospital ratios for commercial rates ranged from 2.0 to 2.9 and across-hospital ratios ranged from 5.4 to 13.7. Median commercial rates per facility were higher than Medicaid rates for primary cleft lip and palate repair ($5492.20 versus $1739.00), secondary cleft lip and palate repair ($5429.10 versus $1917.00), and cleft rhinoplasty ($6001.00 versus $1917.00; P < 0.001). Lower commercial rates were associated with hospitals that were smaller ( P < 0.001), safety-net ( P < 0.001), and nonprofit ( P < 0.001). Medicaid rate was positively associated with commercial rate ( P < 0.001). CONCLUSIONS:Commercial rates for cleft surgical care demonstrated marked variation within and across hospitals, and were lower for small, safety-net, or nonprofit hospitals. Lower Medicaid rates were not associated with higher commercial rates, suggesting that hospitals did not use cost-shifting to compensate for budget shortfalls resulting from poor Medicaid reimbursement.
PMID: 36847669
ISSN: 1529-4242
CID: 5606542

Internet-based Digital Simulation for Cleft Surgery Education: A 10-year Assessment of Demographics, Usage, and Future Directions

Chaya, Bachar F; Laspro, Matteo; Verzella, Alexandra N; Oliker, Aaron; Arnold, Anne; Alcon, Andre; Flores, Roberto L
BACKGROUND/UNASSIGNED:In October 2012, an open-access, multimedia digital cleft simulator was released. Its purpose was to address global disparities in cleft surgery education, providing an easily accessible surgical atlas for trainees globally. The simulator platform includes a three-dimensional surgical simulation of cleft care procedures, intraoperative videos, and voiceover. This report aims to assess the simulator's demographics and usage in its tenth year since inception. Finally, we also aim to understand the traction of virtual reality in cleft surgical education. METHODS/UNASSIGNED:Usage data of the simulator over 10 years were retrospectively collected and analyzed. Data parameters included the number of users, sessions, countries reached, and content access. An electronic survey was emailed to registered users to assess the benefits of the simulator. RESULTS/UNASSIGNED:The total number of new and active simulator users reached 7687 and 12,042. The simulator was accessed an average of 172.9.0 ± 197.5 times per month. Low- to middle-income regions accounted for 43% of these sessions. The mean session duration was 11.4 ± 6.3 minutes, yielding a total screen time of 3022 hours. A total of 331 individuals responded to the survey, of whom 80.8% found the simulator to be very useful or extremely useful. Of those involved in education, 45.0% implemented the simulator as a teaching tool. CONCLUSIONS/UNASSIGNED:Global utilization of the simulator has been sustained after 10 years from inception with an increased presence in low- to middle-income nations. Future similar surgical simulators may provide sustainable training platforms to surgeons in low- and high-resource areas.
PMCID:10545349
PMID: 37790141
ISSN: 2169-7574
CID: 5735672

Internet-based Digital Simulation for Cleft Surgery Education: A 10-year Assessment of Demographics, Usage, and Future Directions

Chaya, Bachar F; Laspro, Matteo; Verzella, Alexandra N; Oliker, Aaron; Arnold, Anne; Alcon, Andre; Flores, Roberto L
BACKGROUND/UNASSIGNED:In October 2012, an open-access, multimedia digital cleft simulator was released. Its purpose was to address global disparities in cleft surgery education, providing an easily accessible surgical atlas for trainees globally. The simulator platform includes a three-dimensional surgical simulation of cleft care procedures, intraoperative videos, and voiceover. This report aims to assess the simulator's demographics and usage in its tenth year since inception. Finally, we also aim to understand the traction of virtual reality in cleft surgical education. METHODS/UNASSIGNED:Usage data of the simulator over 10 years were retrospectively collected and analyzed. Data parameters included the number of users, sessions, countries reached, and content access. An electronic survey was emailed to registered users to assess the benefits of the simulator. RESULTS/UNASSIGNED:The total number of new and active simulator users reached 7687 and 12,042. The simulator was accessed an average of 172.9.0 ± 197.5 times per month. Low- to middle-income regions accounted for 43% of these sessions. The mean session duration was 11.4 ± 6.3 minutes, yielding a total screen time of 3022 hours. A total of 331 individuals responded to the survey, of whom 80.8% found the simulator to be very useful or extremely useful. Of those involved in education, 45.0% implemented the simulator as a teaching tool. CONCLUSIONS/UNASSIGNED:Global utilization of the simulator has been sustained after 10 years from inception with an increased presence in low- to middle-income nations. Future similar surgical simulators may provide sustainable training platforms to surgeons in low- and high-resource areas.
PMCID:10545349
PMID: 37790141
ISSN: 2169-7574
CID: 5735652

Internet-based Digital Simulation for Cleft Surgery Education: A 10-year Assessment of Demographics, Usage, and Future Directions

Chaya, Bachar F; Laspro, Matteo; Verzella, Alexandra N; Oliker, Aaron; Arnold, Anne; Alcon, Andre; Flores, Roberto L
BACKGROUND/UNASSIGNED:In October 2012, an open-access, multimedia digital cleft simulator was released. Its purpose was to address global disparities in cleft surgery education, providing an easily accessible surgical atlas for trainees globally. The simulator platform includes a three-dimensional surgical simulation of cleft care procedures, intraoperative videos, and voiceover. This report aims to assess the simulator's demographics and usage in its tenth year since inception. Finally, we also aim to understand the traction of virtual reality in cleft surgical education. METHODS/UNASSIGNED:Usage data of the simulator over 10 years were retrospectively collected and analyzed. Data parameters included the number of users, sessions, countries reached, and content access. An electronic survey was emailed to registered users to assess the benefits of the simulator. RESULTS/UNASSIGNED:The total number of new and active simulator users reached 7687 and 12,042. The simulator was accessed an average of 172.9.0 ± 197.5 times per month. Low- to middle-income regions accounted for 43% of these sessions. The mean session duration was 11.4 ± 6.3 minutes, yielding a total screen time of 3022 hours. A total of 331 individuals responded to the survey, of whom 80.8% found the simulator to be very useful or extremely useful. Of those involved in education, 45.0% implemented the simulator as a teaching tool. CONCLUSIONS/UNASSIGNED:Global utilization of the simulator has been sustained after 10 years from inception with an increased presence in low- to middle-income nations. Future similar surgical simulators may provide sustainable training platforms to surgeons in low- and high-resource areas.
PMCID:10545349
PMID: 37790141
ISSN: 2169-7574
CID: 5735662

"Bone Tissue Engineering in the Growing Calvaria: A 3D Printed Bioceramic Scaffold to Reconstruct Critical-Sized Defects in a Skeletally Immature Pig Model"

DeMitchell-Rodriguez, Evellyn M; Shen, Chen; Nayak, Vasudev V; Tovar, Nick; Witek, Lukasz; Torroni, Andrea; Yarholar, Lauren M; Cronstein, Bruce N; Flores, Roberto L; Coelho, Paulo G
BACKGROUND:3D-printed bioceramic scaffolds composed of 100% beta(β)-tricalcium phosphate augmented with dipyridamole (3DPBC-DIPY) can regenerate bone across critically sized defects in skeletally mature and immature animal models. Prior to human application, safe and effective bone formation should be demonstrated in a large translational animal model. This study evaluated the ability of 3DPBC-DIPY scaffolds to restore critically sized calvarial defects in a skeletally immature, growing minipig. METHODS:Unilateral calvarial defects (~1.4cm) were created in six-week-old Göttingen minipigs (n=12). Four defects were filled with a 1000µ M 3DPBC-DIPY scaffold with a cap (a solid barrier on the ectocortical side of the scaffold to prevent soft tissue infiltration), four defects were filled with a 1000µM 3DPBC-DIPY scaffold without a cap, and four defects served as negative controls (no scaffold). Animals were euthanized 12-weeks post-operatively. Calvaria were subjected to micro-computed tomography, 3D-reconstruction with volumetric analysis, qualitative histologic analysis, and nanoindentation. RESULTS:Scaffold-induced bone growth was statistically greater than negative controls (p≤0.001) and the scaffolds with caps produced significantly more bone generation compared to the scaffolds without caps (p≤0.001). Histological analysis revealed woven and lamellar bone with the presence of haversian canals throughout the regenerated bone. Additionally, cranial sutures were observed to be patent and there was no evidence of ectopic bone formation or excess inflammatory response. Reduced elastic modulus (Er) and hardness (H) of scaffold-regenerated bone were found to be statistically equivalent to native bone (p = 0.148 for Er of scaffolds with and without caps, and p = 0.228 and p = 0.902, for H of scaffolds with and without caps, respectively). CONCLUSION/CONCLUSIONS:3DPBC-DIPY scaffolds have the capacity to regenerate bone across critically sized calvarial defects in a skeletally immature translational pig model.
PMID: 36723712
ISSN: 1529-4242
CID: 5420092

Three-Dimensional Printing Bioceramic Scaffolds Using Direct-Ink-Writing for Craniomaxillofacial Bone Regeneration

Nayak, Vasudev Vivekanand; Slavin, Blaire V; Bergamo, Edmara T P; Torroni, Andrea; Runyan, Christopher M; Flores, Roberto L; Kasper, F Kurtis; Young, Simon; Coelho, Paulo G; Witek, Lukasz
Defects characterized as large osseous voids in bone, in certain circumstances, are difficult to treat, requiring extensive treatments which lead to an increased financial burden, pain, and prolonged hospital stays. Grafts exist to aid in bone tissue regeneration (BTR), among which ceramic-based grafts have become increasingly popular due to their biocompatibility and resorbability. BTR using bioceramic materials such as β-tricalcium phosphate has seen tremendous progress and has been extensively used in the fabrication of biomimetic scaffolds through the three-dimensional printing (3DP) workflow. 3DP has hence revolutionized BTR by offering unparalleled potential for the creation of complex, patient, and anatomic location-specific structures. More importantly, it has enabled the production of biomimetic scaffolds with porous structures that mimic the natural extracellular matrix while allowing for cell growth-a critical factor in determining the overall success of the BTR modality. While the concept of 3DP bioceramic bone tissue scaffolds for human applications is nascent, numerous studies have highlighted its potential in restoring both form and function of critically sized defects in a wide variety of translational models. In this review, we summarize these recent advancements and present a review of the engineering principles and methodologies that are vital for using 3DP technology for craniomaxillofacial reconstructive applications. Moreover, we highlight future advances in the field of dynamic 3D printed constructs via shape-memory effect, and comment on pharmacological manipulation and bioactive molecules required to treat a wider range of boney defects.
PMID: 37463403
ISSN: 1937-3392
CID: 5535642

Mandibular Dysmorphology and Clinical Presentation in Treacher Collins Syndrome

Tonello, C; Dias, G B; Nunes, R B; Fussuma, C Y; Sousa, L R; Feitosa, L B; Flores, R L; Alonso, N
INTRODUCTION/BACKGROUND:Treacher Collins syndrome is a rare congenital disease characterized by the multiple craniofacial malformations. Although the deformities affecting patients with Treacher Collins syndrome have been well characterized, the effects of these malformations to clinical severity of the syndrome are not well understood. OBJECTIVE:To determine the association of specific Treacher Collins mandibular malformations with clinical severity. DESIGN/METHODS: SETTING/METHODS:Study conducted at a single institution, a quaternary craniofacial care center. PATIENTS/METHODS:54 patients with Treacher Collins syndrome. INTERVENTIONS/METHODS:Computed tomography (CT), clinical photographs and medical history were included in this analysis. Mandibles were isolated from CT data and reconstructed in three dimensions using Mimics software. Cephalometric measurements were performed on CT data. Clinical severity was determined by Teber and Vincent scores. Association of craniofacial dysmorphology to clinical severity was determined by Spearman rank coefficient. MAIN OUTCOME MEASURES/METHODS:The main results obtained were the measurements of the mandibles and the quantification of the malformations of the evaluated patients. RESULTS:Among the most frequent findings in the sample are hypoplasia of the zygomatic complex, descending palpebral cleft and mandibular hypoplasia. Patients with a lower ramus/corpus ratio had a higher (more severe) Teber and Vincent classification. CONCLUSION/CONCLUSIONS:Patients with the most compromised mandible are also the patients with the highest number of malformations, thus, the most severe patients.
PMID: 37437901
ISSN: 1545-1569
CID: 5537662

Change in Lower Lip Position After Le Fort I Advancement in Patients with Bilateral vs. Unilateral Cleft Lip and Palate

Schechter, Jill; Alcon, Andre; Verzella, Alexandra; Shetye, Pradip; Flores, Roberto
To compare lower lip changes after Le Fort I advancement surgery in patients with a cleft. Single institution, retrospective review. Academic tertiary referral hospital. Skeletally mature patients with a cleft who underwent one-piece Le Fort I advancement surgery who had a lateral cephalogram or cone-beam computed tomography (CBCT) scan preoperatively and at least 6 months postoperatively. Patients who underwent concomitant mandibular surgery or genioplasty were excluded. 64 patients were included: 45 male and 19 female, 25 with BCLP and 39 with UCLP. The mean age at surgery was 18.4 years. Single jaw one-piece Le Fort I advancement surgery. Standard lateral cephalometric landmarks of the bony skeleton and soft tissue were compared before and after Le Fort I advancement. Pearson correlation coefficients (r) were calculated to measure the correlation between lower lip position and other soft and hard tissue changes. After comparable maxillary advancements [BCLP: 7.2 mm (95% CI: 6.2-8.3 mm), UCLP: 6.4 mm (95% CI: 5.7-7.0 mm)] the horizontal upper-to-lower lip discrepancy significantly improved in both groups. The lower lip became thinner and more posteriorly positioned. Changes in lower lip position correlated strongly with mandibular bony landmarks and moderately with upper lip position, but poorly with maxillary landmarks. Le Fort I advancement results in posterior displacement of the lower lip and better lip competence, thereby improving facial harmony. This lower lip change is not predictable by degree of maxillary advancement, and does not differ in patients with BCLP vs. UCLP.
PMID: 38836361
ISSN: 1545-1569
CID: 5665332