School of Dentistry

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3D-Image Analysis of the Impact of Toothpaste Abrasivity on the Progression of Simulated Non-Carious Cervical Lesions
(Elsevier, 2018) Sabrah, Alaa H.; Turssi, Cecilia P.; Lippert, Frank; Eckert, George J.; Kelly, Adam B.; Hara, Anderson T.; Cariology, Operative Dentistry and Dental Public Health, School of Dentistry
Objectives To investigate the effect of toothpaste abrasive level on the progression of non-carious cervical lesions (NCCLs) using 3D-image subtraction. Methods Upper first premolars were allocated into seven groups (n = 16) of toothpaste/abrasive slurries: A-Zeodent113/5%, B-Zeodent124/10%, C-Zeodent103/15%, D-Sensodyne Pronamel, E-Crest Cavity-Protection, F-Crest Pro-Health-Whitening, and G-Deionized water (DIW). Teeth were mounted on acrylic blocks, and their root surfaces covered with acrylic resin, except for 2-mm near the cemento-enamel junction that was exposed to toothbrushing. Specimens were brushed with the slurries for 5000-, 15,000-, 35,000- and 65,000-strokes. Impressions were taken at baseline and after each brushing time, and then scanned by a 3D optical profilometer. Dentine volume loss was calculated by image subtraction software and subjected to mixed-model ANOVA and multiple comparison tests (α = 0.05). Results No significant differences among slurries were observed at 5000 and 15,000. At 35,000, F showed higher loss than all other groups except C, which did not differ from the others. At 65,000, F (4.19 ± 3.29 mm3) showed the highest loss, followed by C (2.33 ± 1.47 mm3), which differed from all the other groups except B (1.85 ± 0.91 mm3). Groups B, A (1.35 ± 0.65 mm3), D (1.17 ± 0.48 mm3), E (1.40 ± 0.68 mm3) and G (1.12 ± 0.73 mm3) did not differ from each other. Groups F and C showed significant increase of volume loss starting at 35,000, while B, A, D and E only at 65,000; no increase loss was observed for G. Conclusions 3D-image subtraction was able to quantify and differentiate tooth loss, but only at advanced stages. The progression of NCCLs was more evident and faster for highly abrasive slurries. Clinical significance Upon root dentin exposure, brushing with lower abrasive dentifrices is advisable to reduce the risk for NCCLs development.
A blood-based marker of mitochondrial DNA damage in Parkinson's disease
(American Association for the Advancement of Science, 2023) Qi, Rui; Sammler, Esther; Gonzalez-Hunt, Claudia P.; Barraza, Ivana; Pena, Nicholas; Rouanet, Jeremy P.; Naaldijk, Yahaira; Goodson, Steven; Fuzzati, Marie; Blandini, Fabio; Erickson, Kirk I.; Weinstein, Andrea M.; Lutz, Michael W.; Kwok, John B.; Halliday, Glenda M.; Dzamko, Nicolas; Padmanabhan, Shalini; Alcalay, Roy N.; Waters, Cheryl; Hogarth, Penelope; Simuni, Tanya; Smith, Danielle; Marras, Connie; Tonelli, Francesca; Alessi, Dario R.; West, Andrew B.; Shiva, Sruti; Hilfiker, Sabine; Sanders, Laurie H.; Oral and Maxillofacial Surgery and Hospital Dentistry, School of Dentistry
Parkinson's disease (PD) is the most common neurodegenerative movement disorder, and neuroprotective or disease-modifying interventions remain elusive. High-throughput markers aimed at stratifying patients on the basis of shared etiology are required to ensure the success of disease-modifying therapies in clinical trials. Mitochondrial dysfunction plays a prominent role in the pathogenesis of PD. Previously, we found brain region-specific accumulation of mitochondrial DNA (mtDNA) damage in PD neuronal culture and animal models, as well as in human PD postmortem brain tissue. To investigate mtDNA damage as a potential blood-based marker for PD, we describe herein a PCR-based assay (Mito DNADX) that allows for the accurate real-time quantification of mtDNA damage in a scalable platform. We found that mtDNA damage was increased in peripheral blood mononuclear cells derived from patients with idiopathic PD and those harboring the PD-associated leucine-rich repeat kinase 2 (LRRK2) G2019S mutation in comparison with age-matched controls. In addition, mtDNA damage was elevated in non-disease-manifesting LRRK2 mutation carriers, demonstrating that mtDNA damage can occur irrespective of a PD diagnosis. We further established that Lrrk2 G2019S knock-in mice displayed increased mtDNA damage, whereas Lrrk2 knockout mice showed fewer mtDNA lesions in the ventral midbrain, compared with wild-type control mice. Furthermore, a small-molecule kinase inhibitor of LRRK2 mitigated mtDNA damage in a rotenone PD rat midbrain neuron model and in idiopathic PD patient-derived lymphoblastoid cell lines. Quantifying mtDNA damage using the Mito DNADX assay may have utility as a candidate marker of PD and for measuring the pharmacodynamic response to LRRK2 kinase inhibitors.
A machine learning model for orthodontic extraction/non-extraction decision in a racially and ethnically diverse patient population
(Elsevier, 2023-09) Mason, Taylor; Kelly, Kynnedy M.; Eckert, George; Dean, Jeffrey A.; Dundar, M. Murat; Turkkahraman, Hakan; Orthodontics and Oral Facial Genetics, School of Dentistry
Introduction The purpose of the present study was to create a machine learning (ML) algorithm with the ability to predict the extraction/non-extraction decision in a racially and ethnically diverse sample. Methods Data was gathered from the records of 393 patients (200 non-extraction and 193 extraction) from a racially and ethnically diverse population. Four ML models (logistic regression [LR], random forest [RF], support vector machine [SVM], and neural network [NN]) were trained on a training set (70% of samples) and then tested on the remaining samples (30%). The accuracy and precision of the ML model predictions were calculated using the area under the curve (AUC) of the receiver operating characteristics (ROC) curve. The proportion of correct extraction/non-extraction decisions was also calculated. Results The LR, SVM, and NN models performed best, with an AUC of the ROC of 91.0%, 92.5%, and 92.3%, respectively. The overall proportion of correct decisions was 82%, 76%, 83%, and 81% for the LR, RF, SVM, and NN models, respectively. The features found to be most helpful to the ML algorithms in making their decisions were maxillary crowding/spacing, L1-NB (mm), U1-NA (mm), PFH:AFH, and SN-MP(̊), although many other features contributed significantly. Conclusions ML models can predict the extraction decision in a racially and ethnically diverse patient population with a high degree of accuracy and precision. Crowding, sagittal, and vertical characteristics all featured prominently in the hierarchy of components most influential to the ML decision-making process.
A Novel Machine Learning Model for Predicting Orthodontic Treatment Duration
(MDPI, 2023-08-23) Volovic, James; Badirl, Sarkhan; Ahmad, Sunna; Leavit, Landon; Mason, Taylor; Bhamidipalli, Surya Sruthi; Eckert, George; Albright, David; Turkkahraman, Hakan; Orthodontics and Oral Facial Genetics, School of Dentistry
In the field of orthodontics, providing patients with accurate treatment time estimates is of utmost importance. As orthodontic practices continue to evolve and embrace new advancements, incorporating machine learning (ML) methods becomes increasingly valuable in improving orthodontic diagnosis and treatment planning. This study aimed to develop a novel ML model capable of predicting the orthodontic treatment duration based on essential pre-treatment variables. Patients who completed comprehensive orthodontic treatment at the Indiana University School of Dentistry were included in this retrospective study. Fifty-seven pre-treatment variables were collected and used to train and test nine different ML models. The performance of each model was assessed using descriptive statistics, intraclass correlation coefficients, and one-way analysis of variance tests. Random Forest, Lasso, and Elastic Net were found to be the most accurate, with a mean absolute error of 7.27 months in predicting treatment duration. Extraction decision, COVID, intermaxillary relationship, lower incisor position, and additional appliances were identified as important predictors of treatment duration. Overall, this study demonstrates the potential of ML in predicting orthodontic treatment duration using pre-treatment variables.
A Preliminary Study of Anatomical Changes Following the Use of a Pedicled Buccal Fat Pad Flap During Primary Palatoplasty
(Sage, 2022-05) Kotlarek, Katelyn J.; Jaskolka, Michael S.; Fang, Xiangming; Ellis, Charles; Blemker, Silvia S.; Horswell, Bruce; Kloostra, Paul; Perry, Jamie L.; Oral Pathology, Medicine and Radiology, School of Dentistry
Objective: The purpose of this study was to examine the surgical impact of the pedicled BFP flap on the LVP muscle and surrounding VP anatomy following primary palatoplasty. Design: Observational, prospective Setting: MRI studies were completed at 3 imaging facilities. All participants with BFP flap were operated on by the same surgeon. Participants: Five pediatric participants with CP±L who underwent primary palatoplasty with BFP flap placement. Comparison groups consisted of 10 participants: 5 with CP±L who did not receive the BFP flap and 5 healthy controls. Interventions: All participants underwent nonsedated MRI 2–5 years postoperatively. Main Outcomes and Measures: Anatomical measures of the velopharynx and LVP among the 3 participant groups Results: Median values were significantly different among groups for velar length (p = .042), effective velar length (p = .048), effective VP ratio (p = .046), LVP length (p = .021), extravelar LVP length (p = .009), and LVP origin-origin distance (p = .030). Post hoc analysis revealed a statistically significant difference between the BFP and traditional repair groups for effective VP ratio (p = .040), extravelar LVP length (p = .033), and LVP length (p = .022). Conclusions: This study provides preliminary support that the BFP flap creates a longer velum, with increased distance between the posterior hard palate and the LVP, and a larger effective VP ratio compared to traditional surgical techniques. Future research is needed to determine if this procedure provides a more favorable mechanism for VP closure.
A retrospective clinical study of resin-modified glass ionomer restorations in the primary posterior dentition
(2023-06-01) Dean, Jeffrey A.; Peterson, Hans; Moawad, Amal N. A.; Sanders, Brian J.; Al-Hosainy, Ashraf
The study's objective was to evaluate the survival rate of resin-modified glass ionomer (RMGI) when used in a capsule form for restoring primary molars. The study was performed in a private pediatric dental practice in Indianapolis, Indiana. Patients included in this retrospective study had at least one RMGI restoration that had been in place at least 12 months previous to the restoration exam and chart review., The material used was Fuji II LC in capsules (GC., Alsip, IL). The cavity preparations were similar to that of amalgam restorations except that there was less extension for prevention, they were more conservative and with rounded line angles. The restorations were placed per the manufacturer’s instructions. The restorations were evaluated using a grading system that is a modification of the one used by Gunner Ryge. The results were as follows: 114 restorations were evaluated in 48 patients with a mean age of restorations of 35.42 months (12 to 76 months). The restorations received Alpha and Bravo grades for Marginal Integrity and for Wear at a rate of 96.0 and 95.6%, respectively, and 95.0% had no Recurrent Caries. The study showed a 93% success rate for restorations. This result supports previous research in that RMGI may be the material of choice when attempting to intracoronally restore primary molars. Also, the use of the capsule form which is mixed through trituration eliminated possible hand mixing errors, and the use of application tips and bulk filling the cavity might improve the overall strength of the restorations.
A Review of Current Literature of Interest to the Office-Based Anesthesiologist
(American Dental Society of Anesthesiology, 2022-10-06) Saxen, Mark A.; Oral Pathology, Medicine and Radiology, School of Dentistry
The ability of dual whitening anti-caries mouthrinses to remove extrinsic staining and enhance caries lesion remineralization – An in vitro study
(Elsevier, 2020) Al-Shahrani, Ahid A.; Levon, John A.; Hara, Anderson T.; Tang, Qing; Lippert, Frank; Cariology, Operative Dentistry and Dental Public Health, School of Dentistry
Objectives This laboratory study investigated the ability of dual whitening anti-caries mouthrinses to remove extrinsic staining from artificially stained caries lesions and to enhance their remineralization and fluoridation. Materials and Methods Early caries lesions were created in bovine enamel specimens. The lesions were artificially stained and pH cycled for 10 days with the daily cycling regimen consisting of twice daily 60s-treatments with one of 11 mouthrinses, a 4-h demineralization period and artificial saliva treatments in between. Mouthrinses were eight commercially available products, all containing 100 ppm fluoride but utilizing hydrogen peroxide, pyro-, tri- or hexametaphosphate salts and/or sodium bicarbonate. The three control mouthrinses were 100 ppm fluoride, 30 % hydrogen peroxide and deionized water. Enamel color changes (ΔE) were determined spectrophotometrically. Vickers surface microhardness (VHN) was used to determine lesion remineralization. Enamel fluoride content (EFC) was determined using the microbiopsy technique. Data were analyzed using ANOVA. Results ΔE was significantly different among groups (p = 0.0045). Thirty percent hydrogen peroxide was superior to all other mouthrinses, while there were no differences between commercial mouthrinses and deionized water. There were small, directional but non-significant differences between commercial mouthrinses with those containing hydrogen peroxide providing better whitening. There were no significant differences between mouthrinses in their ability to remineralize caries lesions (p = 0.2898). EFC differed among groups (p < 0.0001), with the two mouthrinses containing pyrophosphate salts having lower EFC than all but the deionized water group. Conclusions Artificially stained caries lesions show reduced susceptibility to fluoride remineralization and whitening effects of commercial whitening and anti-caries mouthrinses. Clinical Relevance Artificially stained caries lesions appear to require stronger than over-the-counter interventions to successfully whiten and remineralizing them.
Acceptance of Behavior Guidance Techniques Used in Pediatric Dentistry by Parents From Diverse Backgrounds
(Sage, 2019-08) Martinez Mier, E. Angeles; Walsh, Christopher R.; Farah, Christopher C.; Vinson, LaQuia A.; Soto-Rojas, Armando E.; Jones, James E.; Cariology, Operative Dentistry and Dental Public Health, School of Dentistry
Objective. To investigate if parental background affects acceptance of behavior guidance techniques. Background. Behavior guidance techniques are used for the safe and effective treatment of pediatric patients. Acceptance of these techniques may vary by racial and ethnic background. Methods. A total of 142 parents were recruited and asked to rate videos showing: active restraint/protective stabilization (AR), general anesthesia (GA), nitrous oxide sedation (N2O), oral premedication/sedation (OP), passive restraint/protective stabilization (PR), tell-show-do (TSD), and voice control (VC) techniques. Results. Hispanic parents rated VC most acceptable, followed by TSD, PR, and pharmacologic techniques. Black and white parents rated TSD, followed by N2O, as most acceptable, and AR and PR as least favorable. Hispanics found GA significantly less acceptable than whites or blacks. Hispanics were less accepting of AR than blacks; but more accepting of PR than whites. TSD was highly rated among all 3 cohorts. Parental background affected acceptance of the techniques in this study.
Accuracy of 3D Reconstructed Orthodontic Models
(2014) Stewart, Kelton; Chai, Billy; Liu, Sean; Ghoneima, Ahmed; Alford, Timothy
Objective: To evaluate the accuracy of 3D reconstructed orthodontic models, derived by various digitization methods, as compared to conventional orthodontic plaster models. Materials and Methods: Twenty-five maxillary orthodontic plaster models were randomly selected from the Indiana University School of Dentistry Department of Orthodontics. Each plaster model was scanned with the Cadent iOC scanner and the digital data was used to print 3D reconstructed orthodontic models. The same 25 plaster models were duplicated using alginate and poured in plaster after two days. These duplicated plaster models were also scanned with the iOC scanner and 3D reconstructed. Next, the duplicate plaster models were sent to a lab, scanned with a 3Shape R700 scanner, and the digital data was 3D reconstructed. Digital calipers were used to obtain ten linear dimensional measurements on all plaster and 3D reconstructed models for comparisons. Equivalence testing was performed using 2 one-sided paired t-tests with a significance level of P <0.05. Results: Nine of the 10 linear measurements were statistically equivalent in all groups. Clinically insignificant, but statistically significant, measurement differences in maxillary central incisor height (P <0.05) were found on 3D reconstructed models derived from the 3Shape R700 desktop scanner. Conclusion: 3D reconstructed orthodontic models derived from alginate impressions, iOC scanners, and 3Shape R700 scanners are an accurate and reliable substitute for orthodontic plaster models.

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