What Is the Incidence of Anesthesia-Related Adverse Events in Oral and Maxillofacial Surgery Offices? A Review of 61,237 Sedation Cases From a Large Private Practice Consortium.

BACKGROUND: The safety of the anesthesia team model performed in oral and maxillofacial surgery (OMS) offices has been criticized by professional and mainstream media. PURPOSE: This study aims to assess the incidence of adverse events (AEs) associated with the OMS anesthesia team model and identify risk factors associated with AEs. STUDY DESIGN, SETTING, SAMPLE: This was a retrospective cohort study utilizing a patient database from Paradigm Oral Health, Lincoln, Nebraska, a managed service organization (MSO). Subjects included were 14 and older, undergoing open-airway intravenous anesthesia for ambulatory OMS procedures using the OMS anesthesia team model at multiple private practices in the MSO network between June 30, 2010, and September 30, 2022. Exclusion criteria included patients younger than 14 or patients with incomplete medical records. PREDICTOR VARIABLE: Primary predictor variables were age, sex, American Society of Anesthesiologists physical status classification system (ASA) score, type of surgical procedure performed, and the types of medications administered during sedation. MAIN OUTCOME VARIABLE(S): The presence of an AE. The definition of an AE was modeled on the World Society of Intravenous Anesthesia definition. All AEs were identified through surrogate markers, which were identified through chart review. One example of an AE is ventricular fibrillation, which necessitates the application of medications; here the medication is the surrogate marker. COVARIATES: None. ANALYSES: The data were analyzed using t-tests and χ2 tests. P values ≤ .05 were considered statistically significant. RESULTS: Included in the study were 61,237 sedation cases (53.87% female and 46.13% male), for 56,076 unique patients ranging from 14 to 98 years of age (mean 33.26 ± 18.35). An AE incidence of 3 per 100,000 per year (25 total events) was observed. Neither age, sex, ASA score, nor type of surgical procedure exhibited statistically significant associations with AEs. A statistically significant association was found between AEs and fentanyl (P = .0008). CONCLUSION AND RELEVANCE: This investigation shows a smaller incidence of AEs than previous studies of the OMS anesthesia team model.

Machine Learning Strategies in MicroRNA Research: Bridging Genome to Phenome.

MicroRNAs (miRNAs) have emerged as a prominent layer of regulation of gene expression. This article offers the salient and current aspects of machine learning (ML) tools and approaches from genome to phenome in miRNA research. First, we underline that the complexity in the analysis of miRNA function ranges from their modes of biogenesis to the target diversity in diverse biological conditions. Therefore, it is imperative to first ascertain the miRNA coding potential of genomes and understand the regulatory mechanisms of their expression. This knowledge enables the efficient classification of miRNA precursors and the identification of their mature forms and respective target genes. Second, and because one miRNA can target multiple mRNAs and vice versa, another challenge is the assessment of the miRNA-mRNA target interaction network. Furthermore, long-noncoding RNA (lncRNA)and circular RNAs (circRNAs) also contribute to this complexity. ML has been used to tackle these challenges at the high-dimensional data level. The present expert review covers more than 100 tools adopting various ML approaches pertaining to, for example, (1) miRNA promoter prediction, (2) precursor classification, (3) mature miRNA prediction, (4) miRNA target prediction, (5) miRNA- lncRNA and miRNA-circRNA interactions, (6) miRNA-mRNA expression profiling, (7) miRNA regulatory module detection, (8) miRNA-disease association, and (9) miRNA essentiality prediction. Taken together, we unpack, critically examine, and highlight the cutting-edge synergy of ML approaches and miRNA research so as to develop a dynamic and microlevel understanding of human health and diseases.

Do Patients With Mental Illness Undergoing Office-Based Sedation Require an Increased Propofol Dosage?

BACKGROUND: Providers report needing higher sedative doses to achieve adequate sedation in patients with mental illnesses. These claims, however, have not been thoroughly assessed. PURPOSE: The purpose of the study was to measure the association between mental illness and the propofol dosage necessary to achieve a satisfactory level of anesthesia. STUDY DESIGN, SETTING, SAMPLE: The study consisted of a single-center, retrospective cohort consisting of patients treated by oral and maxillofacial surgery at the University of Cincinnati Medical Center in 2020. The study was comprised of subjects 15 or older who were American Society of Anesthesiologists (ASA) classification I or II. Subjects under 15 or ASA III or higher were excluded from the study. PREDICTOR VARIABLE: The predictor variable was the presence or absence of mental illness. MAIN OUTCOME VARIABLE(S): The primary outcome was the total dose of propofol, measured as the total amount of propofol administered divided by the patient's weight in kilograms divided by the length of the procedure in minutes (mg/kg/min). The secondary outcome was the Richmond Agitation-Sedation Scale (RASS) score achieved during sedation. COVARIATES: Sex, race, ethnicity, age, weight, body mass index, ASA score, prior tobacco use, marijuana use, use of adjunct midazolam, fentanyl, and ketamine during the procedure, and type of procedure served as covariates. ANALYSES: Test statistics were calculated using the Wilcoxon rank-sum test, Kruskal-Wallis test, Spearman rank correlation test, and χ2 test for bivariate analyses. Linear and logistic regression models were used to estimate association while controlling for confounding. P values ≤ .05 were considered statistically significant. RESULTS: The study sample was 409 subjects (36.92% male, mean age 28.27 ± 12.20 years). In bivariate analysis, mental illness did not show any association with propofol dose (mean dose with mental illness 150.85 ± 143.97 mg/kg/min, mean dose without mental illness 116.54 ± 104.16, P = .08) or RASS score (sufficiently sedated with mental illness 63.38%, sufficiently sedated without mental illness 58.80%, P = .36). After adjusting for all previously mentioned covariates, mental illness was statistically associated with propofol dose (P < .01). Adjusting for covariates, only sex had a statistically significant association with the RASS score (P < .05). CONCLUSION AND RELEVANCE: The findings suggest that a patient's mental illness may influence the amount of sedative required to achieve satisfactory anesthesia.

Immunophenotypic and Gene Expression Analyses of the Inflammatory Microenvironment in High-Grade Oral Epithelial Dysplasia and Oral Lichen Planus.

BACKGROUND: Oral lichen planus (OLP) and oral epithelial dysplasia (OED) present diagnostic challenges due to clinical and histologic overlap. This study explores the immune microenvironment in OED, hypothesizing that immune signatures could aid in diagnostic differentiation and predict malignant transformation. METHODS: Tissue samples from OED and OLP cases were analyzed using immunofluorescence/immunohistochemistry (IF/IHC) for CD4, CD8, CD163/STAT1, and PD-1/PDL-1 expression. RNA-sequencing was performed on the samples, and data was subjected to CIBERSORTx analysis for immune cell composition. Gene Ontology analysis on the immune differentially expressed genes was also conducted. RESULTS: In OED, CD8 + T-cells infiltrated dysplastic epithelium, correlating with dysplasia severity. CD4 + lymphocytes increased in the basal layer. STAT1/CD163 + macrophages correlated with CD4 + intraepithelial distribution. PD-1/PDL-1 expression varied. IF/IHC analysis revealed differential immune cell composition between OED and OLP. RNA-sequencing identified upregulated genes associated with cytotoxic response and immunosurveillance in OED. Downregulated genes were linked to signaling, immune cell recruitment, and tumor suppression. CONCLUSIONS: The immune microenvironment distinguishes OED and OLP, suggesting diagnostic potential. Upregulated genes indicate cytotoxic immune response in OED. Downregulation of TRADD, CX3CL1, and ILI24 implies dysregulation in TNFR1 signaling, immune recruitment, and tumor suppression. This study contributes to the foundation for understanding immune interactions in OED and OLP, offering insights into future objective diagnostic avenues.

Epstein-Barr Virus: Human Interactome Reveals New Molecular Insights into Viral Pathogenesis for Potential Therapeutics and Antiviral Drug Discovery.

Host-virus Protein-Protein Interactions (PPIs) play pivotal roles in biological processes crucial for viral pathogenesis and by extension, inform antiviral drug discovery and therapeutics innovations. Despite efforts to develop the Epstein-Barr virus (EBV)-host PPI network, there remain significant knowledge gaps and a limited number of interacting human proteins deciphered. Furthermore, understanding the dynamics of the EBV-host PPI network in the distinct lytic and latent viral stages remains elusive. In this study, we report a comprehensive map of the EBV-human protein interactions, encompassing 1752 human and 61 EBV proteins by integrating data from the public repository HPIDB (v3.0) as well as curated high-throughput proteomic data from the literature. To address the stage-specific nature of EBV infection, we generated two detailed subset networks representing the latent and lytic stages, comprising 747 and 481 human proteins, respectively. Functional and pathway enrichment analysis of these subsets uncovered the profound impact of EBV proteins on cancer. The identification of highly connected proteins and the characterization of intrinsically disordered and cancer-related proteins provide valuable insights into potential therapeutic targets. Moreover, the exploration of drug-protein interactions revealed notable associations between hub proteins and anticancer drugs, offering novel perspectives for controlling EBV pathogenesis. This study represents, to the best of our knowledge, the first comprehensive investigation of the two distinct stages of EBV infection using high-throughput datasets. This makes a contribution to our understanding of EBV-host interactions and provides a foundation for future drug discovery and therapeutic interventions.

Facial Appearance as Core Expression Scale: Benchmarks and Properties.

Objective: Patients presenting for corrective facial surgery may have ideals that are not congruent with their surgeon's expectations for surgical outcomes. To identify and reduce disparities in expectations, the Facial Appearance as Core Expression Scale (FACES) was developed to assess the extent to which individuals identify their own faces as representing their ideal self. Method: In Study 1, 504 healthy young adult participants answered online questions about their own faces. In Study 2, 165 participants rated their own faces, digitally manipulated images of four patients before and after surgery, and two digitally averaged benchmark images. Results: In Study 1, the final FACES instrument had seven items and was highly reliable across genders and races. Study 2 replicated reliability findings. The before surgery and after surgery pictures yielded significant improvements in ratings, suggesting scale validity. Conclusions: The FACES consists of 14 items including a benchmark image to detect unusual responding. Results indicate the measure is reliable and sensitive to perceptions of surgical changes to faces. While the scale needs to be validated in a clinical sample, the measure may help identify patients with atypical ideal expectations for their face and may be used to quantify surgical outcomes.

Proceedings of the Third American Association of Oral and Maxillofacial Surgeons Anesthesia Patient Safety Conference.

The 3rd Anesthesia Patient Safety Conference of the American Association of Oral and Maxillofacial Surgeons was held at the Daniel M Laskin Institute for Oral and Maxillofacial Surgery Education and Innovation at American Association of Oral and Maxillofacial Surgeons headquarters in Rosemont, Illinois on June 6, 2022. The conference provided a platform to scrutinize collective errors, explore optimal practices, comprehend the concepts and principles of human complacency, assessing the system's capacity to handle deviations from the norm, and contemplate ideas and initiatives to enhance our practice model. These safety conferences are designed to foster collaborative, proactive conversations and understand best practices in safe delivery of anesthetic care to our patients.

In-silico screening and identification of potential drug-like compounds for dengue-associated thrombocytopenia from Carica papaya leaf extracts.

Dengue virus is a mosquito-borne pathogen that causes a variety of illnesses ranging from mild fever to severe and fatal dengue haemorrhagic fever or dengue shock syndrome. One of the major clinical manifestations of severe dengue infection is thrombocytopenia. The dengue non-structural protein 1 (NS1) is the primary protein that stimulates immune cells via toll-like receptor 4 (TLR4), induces platelets, and promotes aggregation, which could result in thrombocytopenia. The leaf extracts of Carica papaya seem to have therapeutic benefits in managing thrombocytopenia associated with dengue. The present study focuses on understanding the underlying mechanism of the use of papaya leaf extracts in treating thrombocytopenia. We have identified 124 phytocompounds that are present in the papaya leaf extract. The pharmacokinetics, molecular docking, binding free energy calculations, and molecular dynamic simulations were performed to investigate the drug-like properties, binding affinities, and interaction of phytocompounds with NS1 protein as well as the interactions of NS1 with TLR4. Three phytocompounds were found to bind with the ASN130, a crucial amino acid residue in the active site of the NS1 protein. Thus, we conclude that Rutin, Myricetin 3-rhamnoside, or Kaempferol 3-(2''-rhamnosylrutinoside) may serve as promising molecules by ameliorating thrombocytopenia in dengue-infected patients by interfering the interaction of NS1 with TLR4. These molecules can serve as drugs in the management of dengue-associated thrombocytopenia after verifying their effectiveness and assessing the drug potency, through additional in-vitro assays.Communicated by Ramaswamy H. Sarma.

Machine learning algorithms for population-specific risk score in coronary artery bypass grafting.

BACKGROUND: The aim of this study was to develop a new risk prediction score (NH Score) for patients undergoing coronary artery bypass grafting (CABG) specific to the Indian population and compare it to the Society of Thoracic Surgeon (STS) Score and the EuroSCORE II. METHOD: The baseline features of adult patients who underwent CABG between the years 2015 and 2021 (n = 6703) were taken and split into training data (2015-2020; n = 5561) and validation data (2020-2021; n = 1142). The CatBoost algorithm was trained to predict risk scores (NH score), and the performance was tested on the validation set by Precision-Recall Curve and F1 Score. Model calibration was measured by the Brier Score, Expected Calibration Error and Maximum Calibration Error. RESULTS: The NH score outperformed both the STS and EuroSCORE II for all outcomes. For mortality, the PR AUC for NH Score was (0.463 [95% confidence interval [CI], 0.28-0.64]) compared to 0.113 [95% CI, 0.04-0.22] for the STS score and 0.146 [95% CI, 0.06-0.31] for the EuroSCORE II (p ≪ 0.0001). With respect to morbidity NH Score was superior to the STS score (0.43 [95% CI, 0.33-0.50]) vs. (0.229 [95% CI, 0.18-0.3, p < 0.0001). The observed to the predicted ratio for NH score was superior to the STS Score and similar to EuroSCORE II. NH Score was also more accurate at predicting the risk of prolonged ventilation compared to the STS Score. CONCLUSION: NH score shows an excellent improvement over the performance of STS score and EuroSCORE II for modelling risk predictions for patients undergoing CABG in Indian population. It warrants further validation for larger datasets.

Permeability of Fresh and Frozen Porcine and Human Gingiva and the Effect of Storage Duration.

The gingiva is the target site for some topical drugs, but the permeability of human gingiva has not been systematically evaluated. Pigs are a common animal model for in vitro membrane transport studies. The objectives of this study were to: (a) determine the permeability coefficients of freshly excised human gingiva using model permeants, (b) compare the permeability coefficients of fresh human gingiva with those of fresh porcine gingiva, (c) evaluate the effect of freezing duration on the permeability of porcine gingiva, and (d) compare the permeability coefficients of fresh and cadaver (frozen) human gingiva. A goal was to examine the feasibility of using porcine gingiva as a surrogate for human gingiva. The potential of using frozen tissues in permeability studies of gingiva was also examined. Fresh and frozen porcine gingiva, fresh human gingiva, and frozen cadaver human gingiva were compared in the transport study with model polar and lipophilic permeants. The fresh porcine and human tissues showed similarities in the "permeability coefficient vs. octanol-water distribution coefficient" relationship. The porcine gingiva had a lower permeability than that of the human, with a moderate correlation between the permeability of the fresh porcine and fresh human tissues. The permeability of the porcine tissues for the model polar permeants increased significantly after the tissues were frozen in storage. Moreover, the frozen human cadaver tissue could not be utilized due to the high and indiscriminating permeability of the tissue for the permeants and large tissue sample-to-sample variabilities.

Multiorganizational consensus to define guiding principles for perioperative pain management in patients with chronic pain, preoperative opioid tolerance, or substance use disorder.

Significant knowledge gaps exist in the perioperative pain management of patients with a history of chronic pain, substance use disorder, and/or opioid tolerance as highlighted in the US Health and Human Services Pain Management Best Practices Inter-Agency Task Force 2019 report. The report emphasized the challenges of caring for these populations and the need for multidisciplinary care and a comprehensive approach. Such care requires stakeholder alignment across multiple specialties and care settings. With the intention of codifying this alignment into a reliable and efficient processes, a consortium of 15 professional healthcare societies was convened in a year-long modified Delphi consensus process and summit. This process produced seven guiding principles for the perioperative care of patients with chronic pain, substance use disorder, and/or preoperative opioid tolerance. These principles provide a framework and direction for future improvement in the optimization and care of 'complex' patients as they undergo surgical procedures.

Iontophoresis on Porcine and Human Gingiva.

PURPOSE: Iontophoresis is a noninvasive method that enhances drug delivery using an electric field. This method can improve drug delivery to the tissues in the oral cavity. The effects of iontophoresis on gingival drug delivery have not been investigated. The objectives of this study were to (a) determine the flux enhancement of model permeants across porcine and human gingiva during iontophoresis, (b) examine the transport mechanisms of gingival iontophoresis, and (c) evaluate the potential of iontophoretically enhanced delivery for three model drugs lidocaine, ketorolac, and chlorhexidine. METHODS: Passive and iontophoretic fluxes were determined with porcine and human gingiva using a modified Franz diffusion cell and model drugs and permeants. To investigate the transport mechanisms of iontophoresis, the enhancement from the direct-field effect was determined by positively and negatively charged model permeants. The electroosmosis enhancement effect was determined with neutral permeants of different molecular weight. The alteration of the gingival barrier due to electropermeabilization was evaluated using electrical resistance measurements. RESULTS: Significant flux enhancement was observed during gingival iontophoresis. The direct-field effect was the major mechanism governing the iontophoretic transport of the charged permeants. Electroosmosis was from anode to cathode. The effective pore radius of the iontophoretic transport pathways in the porcine gingiva was ~0.68 nm. Irreversible electropermeabilization was observed after 2 and 4 h of iontophoresis under the conditions studied. CONCLUSION: Iontophoresis could enhance drug delivery and reduce transport lag time, showing promise for gingival drug delivery.

Is Psychiatric Illness Associated With Risk for Postoperative Complications in the Outpatient Setting?

PURPOSE: Little is known about the association between psychiatric illness and the risk for postoperative complications following outpatient oral and maxillofacial surgery treatment. The purpose of this study was to examine the significance of the presence of psychiatric illness on postoperative complications. MATERIALS/METHODS: This was a retrospective cohort study conducted in 2018 that identified patients by searching through the University of Cincinnati's electronic health records. The predictor variable in this study is the presence of psychiatric illness and the outcome variable is the presence or absence of postoperative complications. Additional covariates such as age, race, location, procedure type, and anesthesia type were also included. Results of appropriate descriptive statistics and multivariate logistic regression were presented. Statistical significance was set at P value < .05. RESULTS: The total number of patients who underwent procedures involving local anesthetic and intravenous sedition in clinic in 2018 were 3,874, of which 1,588 were males (40.99%) and 2,286 were females (59.01%) with a mean age of 36.14 and 35.08 years, respectively. The sample consisted of White (45.87%), Black (35.34%), Hispanic/Latino (2.27%), Asians (1.60%), other races (3.33%), and 11.59% patients have missing data on race. A psychiatric diagnosis was found in 21.37% patients (n = 828). The percentage of patients with 2 or more psychiatric diagnoses was 5.78% (n = 224). The rate of postoperative was reported as 11.33%. A bivariate logistic regression analysis of postoperative complications as an outcome variable found that postoperative complications were not associated with psychiatric history (Odds ratio = 1.049, 95% confidence interval: 0.825 to 1.333, P value = .695). However, sex (P value = < .0001), surgical procedure (P value = < .0001), and anesthetic technique (P value = < .0001) had statistically significant associations with postoperative complications. Other covariates like race (P value = .5943), American Society of Anesthesiologists score (P value = .2539), location (P value = .5323), and multiple psychiatric diagnoses (P value = .7256) were not found to be significantly associated with postoperative complications. CONCLUSION: Although our study did show a higher prevalence of psychiatric illnesses in our patient population, it did not show any statistically significant correlation between psychiatric illness and postoperative complications. In addition, there were no statistically significant differences in postoperative complications between different Diagnostic and Statistical Manual of Mental Disorders classes.

Novel Insights into the Wattle and Daub Model of Entamoeba Cyst Wall Formation and the Importance of Actin Cytoskeleton.

The "Wattle and Daub" model of cyst wall formation in Entamoeba invadens has been used to explain encystment in Entamoeba histolytica, the causal agent of amoebiasis, and this process could be a potential target for new antiamoebic drugs. In this study, we studied the morphological stages of chitin wall formation in E. invadens in more detail using fluorescent chitin-binding dyes and the immunolocalization of cyst wall proteins. It was found that chitin deposition was mainly initiated on the cell surface at a specific point or at different points at the same time. The cystic wall grew outward and gradually covered the entire surface of the cyst over time, following the model of Wattle and Daub. The onset of chitin deposition was guided by the localization of chitin synthase 1 to the plasma membrane, occurring on the basis of the Jacob lectin in the cell membrane. During encystation, F-actin was reorganized into the cortical region within the early stages of encystation and remained intact until the completion of the chitin wall. The disruption of actin polymerization in the cortical region inhibited proper wall formation, producing wall-less cysts or cysts with defective chitin walls, indicating the importance of the cortical actin cytoskeleton for proper cyst wall formation.

Artificial Intelligence in Oral and Maxillofacial Surgery Education.

Artificial intelligence has become ubiquitous with modern technology. Digital transformations are occurring in every field including medicine, surgery, and education. Computers and computer programs are getting sophisticated to form neural networks globally. These algorithms allow for sophisticated and complex pattern recognitions and make accurate predictions. This allows for both accurate diagnosis and prognostication in medicine and opens opportunities for medical and surgical education. Oral and Maxillofacial surgeons and OMS education like all of the surgery are adapting well to the world of AI, incorporating machine learning into simulation, and attaching sensors to master surgeons to understand motion economy.