Applications of Cone Beam Computed Tomography in Orthodontics and Endodontics

Stelt, P.F. van der [Promotor]Sanderink, G.C.H. [Copromotor

Artificial Intelligence in Oral Health

This Special Issue is intended to lay the foundation of AI applications focusing on oral health, including general dentistry, periodontology, implantology, oral surgery, oral radiology, orthodontics, and prosthodontics, among others

Getting Better All The Time: Re-evaluating Macroscopic Dental Age Estimation Standards In Egypt

This dissertation investigates the use of dental anthropological methods for estimating chronological age-at-death in ancient Egypt, and determines whether these methods can be improved. Tooth calcification, emergence and eruption standards are time honoured in their ability to accurately age subadults though they are compromised by the fact that populations and the sexes vary in their developmental timing. Determining sex in subadults, particularly in the infant and child cohorts, in all populations is not possible, though advances in ancient DNA methods hold promise. This dissertation provides a feasible and ethical model for developing a sex-and region-specific standard for age estimation of subadults for use on ancient Egyptian samples.This method rectifies methodological errors affecting the accuracy of pre-existing standards; and thus, demonstrates that macroscopic subadult dental age estimation methods can be improved. Moreover, using a photographic sample of occlusal dentition from the Kellis 2 cemetery population in Roman Period Egypt, a new method for adult dental age estimation is designed and tested. To this end, the percentages of exposed occlusal dentine in first and second molars were calculated through photogrammetry, in a technique shown to have little intra- and inter-observer error. These data showed a strong linear correlation with skeletal age estimates, and varied significantly from the popular Brothwell (1963a) standard for age estimation based on dental wear. Dental caries and antemortem tooth loss were similarly tested for correlation with skeletal age, with only antemortem tooth loss showing a strong correlation. As a result, linear regression models were designed and tested for quantified first and second molar wear as well as antemortem tooth loss. Multiple regression models for all combinations of these dental indicators of age were also designed and tested. Although it is also recommended that these models are revised with expanded reference samples, these standards improve the ability to estimate age in individuals from the Kellis 2 cemetery population. It is recommended that these standards are tested and modified for use on geographically- and temporally-diverse populations to determine the boundaries of its application beyond a single population sample. In summary, this study rejects the null hypothesis (Ho): ‘Current dental age estimation standards cannot be improved’. Consequently, this dissertation serves to encourage the creation of more accurate and precise subadult and adult macroscopic dental age estimation standards

Apikaalne periodontiit: levimus ja etiopatogeneetilised aspektid

Väitekirja elektrooniline versioon ei sisalda publikatsiooneApikaalne periodontiit (AP) on hamba juurekanalisüsteemis paikneva bakterpõletiku tagajärjel tekkinud kahjustus hambajuuretipu ümbruses. AP tekib enamasti kaugelearenenud hambakaariese tagajärjel ning sellega kaasnev hambajuuretipu ümbruse kudede häving on radioloogiliselt nähtav. AP on maailmas laialt levinud haigus, mille esinemist seostatakse vanuse, soo, teiste hambahaiguste, hambaravikvaliteedi ja indiviidi sotsiaalmajandusliku seisundiga. Käesoleva doktoritöö eesmärgiks oli välja selgitada AP levimus Eestis ning seda põhjustavad ja soodustavad faktorid. Selleks viidi läbi 3 suuremat uuringut. AP levimuse hindamiseks vaadeldi 6552 patsiendi radioloogilisi uuringuid, kus hinnati kõikide hammaste seisukorda. AP diagnoositi üle pooltel uuritavatest ja haigusel leiti tugev seos eelnevalt teostatud hambahaiguste ja -ravi kvaliteediga. Haigestumise risk oli oluliselt madalam kvaliteetse hambaravi korral. Mikrobioloogiliseks uuringuks koguti proove 12 hamba juurekanalist, eraldati DNA ja tuvastati bakteri liigid. Mikroobikooslused olid indiviiditi erinevad ja mitmekesised, kuid domineerisid anaeroobsed bakterid. Avastati mitmeid raskesti kultiveeritavaid ja seni juurekanalitest avastamata mikroobiliike. Eelnevast võib järeldada, et kuna AP’d põhjustavad väga paljud mikroobid, siis spetsiifiliste mikrobioloogiliste analüüside teostamine juurekanalisüsteemist ei ole mõistlik ja raviprotsess tuleb suunata kõikide mikroobide ja nende koosluste vastu. Oksüdatiivse stressi (OxS) markerite määramiseks kasutati 86 patsiendi sülge ja juurekanali sisaldust. OxS esines nii kõikide uuritud juureravi vajavate hammaste juurekanalis kui ka kogu organismis. Tervetel inimestel seevastu olid OxS tasemed madalad. Märkimisväärseks osutus OxS seos hambavalu ja hamba juuretipu ümbruse luu hävinguga. Seega on OxS tähtis mehhanism juurekanali põletike korral.Apical periodontitis (AP) is an inflammatory disease around the apex of a tooth root that is caused by infection in root canal system. AP can be considered a sequela of advanced dental caries, and it is radiologically visible as hard tissue destruction around the apex of the tooth root. AP is a widespread condition all around the world and its prevalence is associated with age, gender, level of previous dental diseases and treatment and socioeconomic status of the region. The general aim of the present thesis was to clarify the prevalence, determining factors and etiopathogentic aspects of AP among Estonian population. To clarify the prevalence of AP we analyzed radiographs of 6552 patient, we described and evaluated all teeth and their status. AP was diagnosed over half of the patients and we found a strong correlation between AP and previous dental diseases as well as the quality of previous dental treatment. The prevalence of AP was considerably lower in patients with high quality dental treatment. Microbial samples were collected from 12 root canals, DNA was isolated and the bacteria were characterized. The communities were individually different but anaerobic bacteria predominated as the rule. We discovered several hard to cultivate and even some not yet discovered spices from root canals. Therefore, the microbiological analysis of the root canal content in case of endodontic pathologies is meaningless, and the treatment measures must be directed against wide spectrum of aerobic and anaerobic bacteria. To measure oxidative stress (OxS), the saliva and root canal samples of 86 patients were analyzed. OxS levels were elevated in patients with endodontic pathologies compared to healthy subjects. OxS appeared to be an important pathogenetic mechanism in several endodontic pathologies being significantly associated with essential clinical markers like dental pain and bone destruction area around the apex of the tooth

An evaluation of computer-based radiographic methods in estimating dental caries and periodontal diseases

Reductions in dental diseases have resulted in a need for more accurate diagnostic and monitoring methods. The purpose of this study was to 1) identify the best diagnostic technique, 2) investigate the main factors which limit its validity and reliabilty and 3) devise methods to improve its reliability and 4) investigate ways of automating its use for general dental practice. From the literature review radiography was identified as the best current method with regard to validity, reliability, production of stable objective data and ease of use. However, irradiation geometry variations between serial films and subjective measurement errors were its principle limitations. Although an accurate semi-automatic caries measuring system exists, it is unsuitable for general practice due to lengthy operator interaction. A series of computer-based experiments were devised to evaluate further the digital subtraction radiography technique (DSR); develop a new method using stored regions of interest (ROI) to reduce subjective measurement errors; investigate the feasibility of completely automatic image analysis. In addition, an in vitro caries experiment was designed to demonstrate the effects of irradiation geometry variation on lesion size and caries scores. The results demonstrated that small variations in irradiation geometry can change radiographic scores. Misalignment of subsequent films beneath a video camera can cause significant errors in the DSR technique. The stored ROI method reduced cement-enamel junction to alveolar crest measurement errors to standard deviation 0.15mm. A fully automatic method for recognising teeth and bone crests was demonstrated. It was concluded that 1) radiography is currently the technique of choice, 2) a new significant methodological error for DSR has been demonstrated, 3) the subjective ROI method produced lower intra- and inter-examiner measurement errors compared to similar methods, 4) routine use of automatic methods may be feasible and should be investigated further and 5) standardised irradiation geometry is essential

Dental Development in Children and Its Influences on Craniofacial Morphology

The relationship between dental development and facial morphology has been a point of interest for dental care professionals. In this thesis, we investigated the patterns of child’s dental development by analyzing the effects of genetic, endocrine and other dental determinants. Further, we explored the influence of dental determinants on craniofacial morphology in children. All studies published in this thesis were embedded in the Generation R Study, a population-based prospective cohort from fetal life until young adulthood. The rationale an

The Effects of Aging and Tooth Loss to the Microstructure of the Mandible in South Africans

Thesis (PhD (Anatomy))--University of Pretoria, 2022.The mandible plays a crucial role in many biological functions (especially mastication, swallowing and speech) and its efficiency to perform these functions depends on its intactness. Aging and tooth loss are biological processes that may compromise the normal functioning of the mandible by changing its morphology. While many studies address the macroscopic mandibular variations, there is a paucity regarding its microstructure. The aim was to investigate microstructural mandibular changes, with reference to the macrostructure, with advancing age and across various tooth loss patterns in South Africans. As the reasons why individuals are differently affected (extent, rate) by senescence or tooth loss are unclear, the influence of other biological factors (sex, ancestry) was also considered. Using micro-focus X-ray Computed Tomography (micro-CT) scans of 333 mandibles, external dimensions, and inner parameters, namely the cortical thickness (CtTh) and cortical density (approximated by histomorphometric parameters, BV/TV) were measured. To assess whether the mandible ages in the same way and rate as the rest of the skeleton, a comparison of mandibular and femoral cortical BV/TV, using a micro-CT subsample of 68 individuals, was included. A comprehensive assessment of the mandibular morphology and cortical microstructure of fully dentate individuals highlighted that the smaller the alveolar height is, the thicker and denser the cortical bone. An inner cortical asymmetry between basal, buccal, and lingual areas was described for CtTh, but was absent for BV/TV. Sexual dimorphism and ancestral variations were confirmed for the external distances and CtTh, but not for BV/TV. With tooth loss, a general decrease in external distances (aggravated by edentulism), CtTh and BV/TV was observed, except at the midline where the lingual CtTh increased with edentulism. Sexual dimorphism and ancestral variations of the external dimensions and CtTh were emphasised in edentulous mandibles. The cortical density decreased with aging, corroborating the general decline in bone mass of the skeleton, as noted in the femur. By contrasting the effects of tooth loss and aging, it was concluded that both external distances and CtTh were mainly influenced by tooth loss and not age, whereas the cortical bone density displayed an age-related decrease independent of tooth loss. To ascertain the applicability of the findings in a dental setting, where Cone-Beam Computed Tomography (CBCT) is commonly used, measurements were performed on 24 mandibles scanned by both CBCT and micro-CT (considered as the reference). The accuracy and repeatability of CBCT was confirmed for large-scale measurements, and CtTh in a lesser manner, whereas results were uncertain for BV/TV, revealing a distinct lack of reliability. In conclusion, this thesis inferred the precise role of aging and tooth loss, but also sex and ancestry, on the variations of the mandibular macro- and microstructure. Not only does knowledge and understanding of these changes have implications in dentistry fields, as cortical thickness and density are essential for many dental procedures; but also in biological anthropology, in which the microstructure of extant human mandibles gives valuable insights into intra- and interspecific variations (e.g., sexual dimorphism), or functional considerations (mastication, diet) of archaeological/fossil specimens.AnatomyPhD (Anatomy)Unrestricte

Dental development in a South African sub adult population: determination of reference values for permanent tooth formation and emergence

A thesis submitted to the Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, in fulfilment of the requirements for the Degree of Doctor of Philosophy in Medicine. October 2017.Background: Population-based knowledge of human biological growth and development processes is fundamental for assessing the health status of a community. This requires an understanding of the growth pattern for the children as well as the environmental stresses that disrupt or impede their growth. These stresses are usually easy to identify, but data on normal development and growth variation in most populations is surprisingly lacking. Instead, researchers typically compare growth in the population of interest to references formulated for European or US children. The problems associated with using non-population specific references are complex, and their application can lead to misrepresentations of the health status. In addition, the influence of environmental factors on dental development is still debated and the relationship of dental development with life history events, such as sexual maturity, is unclear. Aim: The aim of this study is to develop population-specific reference for permanent tooth formation and emergence among Black Southern Africans, to compare this reference with other population references, and to investigate the influence of sex and nutritional status on dental development. Method: Study design and population This is a cross sectional study. A total of 642 children comprising of 270 males and 372 females from primary and secondary schools were recruited over one and half years. Only participants whose parents and grandparents are indigenous Southern Africans were included. Participants were screened in a mobile dental truck fitted with digital panoramic x ray. Systematic Review A literature search of PubMed, Scopus, Ovid, Database of Open Access Journals and Google Scholar was undertaken. All eligible studies published before December 28, 2016 were reviewed and analyzed. Meta-analysis was performed on 28 published articles using the Demirjian and/or Willems methods to estimate chronological age. The weighted mean difference at 95% confidence interval was used to assess accuracies of the two methods in predicting the chronological age of children. Tooth formation in Southern Africa To investigate tooth formation, all the 642 Black Southern African children comprising of 270 males and 372 females were recruited. The panoramic radiograph of each child was analysed and the dental maturity score of the left mandibular permanent teeth was obtained according to the Demirjian et al. (1973) method. The dental maturity score of each child was converted to dental age using standard tables and percentiles curves for both sexes by Demirjian et al. (1973). The ages of attainment of specific maturity stages were calculated with pr obit analysis and compared by sex and population. Comparisons of age estimation methods For comparison of the common methods used in estimation of age, 540 children (233 males and 307 females out of the 642 children were recruited. This is because all the children aged 16 years and above have reached 100% maturity and hence excluded from the study. Panoramic radiographs of the children were analyzed and the dental maturity scores of the left mandibular permanent teeth were calculated according to the Demirjian et al. (1973), Demirjian and Goldstein (1976) and Willems et al (2001) methods. The dental maturity scores were converted to dental ages using standard tables and percentiles curves for males and females (Demirjian et al. 1973; Demirjian and Goldstein 1976; Willems et al. 2001). The dental ages obtained were compared to the chronological ages of the children and the mean differences obtained by the three methods compared. Nutrition and tooth formation Effect of nutrition on tooth formation was investigated on all the 642 Black Southern African children comprising of 270 males and 372 females were recruited. The Panoramic radiograph of each child was analysed using the Demirjian et al. (1973) method. The dental maturity score of each child was converted to dental age using standard tables and percentiles curves for both males and females by Demirjian et al. (1973). In addition, measures of nutritional status such as, height, weight, mid upper arm circumference and head circumference were obtained from the children. The timing, sequence of emergence and the effect of nutrition on tooth emergence To investigate tooth emergence and the influence of nutritional status on emergence, information on type of teeth and number of teeth emerged were collected from 639 (266 males and 373 females) Black Southern African children aged 5-20 years out of the total 642 children because the emergence data for 3 children were found to be incomplete. An emerged tooth was defined as a tooth with any part of its crown penetrating the gingiva and visible in the oral cavity. Height, weight, mid upper arm circumference and head circumference of the participants were measured. Children with any form of tooth impaction and agenesis were excluded from the study. Life history events and dental development To determine the association between tooth development and life history variables, mean ages of attainment of sexual maturity stages were adapted from Lundeen et al. (2015) and Norris and Richter (2005) to identify if any stage of dental development co-occured with life history events. Southern Africa specific reference values The WITS Atlas was developed using the tooth formation stage with the highest frequency for each tooth. This stage was considered the developmental reference for an age cohort. Southern African tables of conversion of maturity scores were generated separately for males and females using polynomial regression functions (3rd degree). Maturity curves were plotted to determine the dental maturity curves for each sex. The Southern African specific tables of conversion of maturity score were tested on 540 participants aged 5 to 15.99 years and the results compared to the Willems and Demirjian methods of age estimation. Data were analysed with Stata 12 for Windows. The analysis included frequencies and cross-tabulations. Associations between categorical variables were tested with chi square while those between continuous variables were tested with Student’s t-tests. The mean ages of emergence and standard deviation were computed using probit analysis. Sex and population comparisons were done using Student’s t-tests. The height and BMI were converted to z-scores using WHO z-scores for age tables (WHO 1995). A cut-off z-score of ≤−2 for BMI/height was used to place children into underweight/short for age, ≥-2 to 2.0 for normal, and ≥2 for overweight/obese/tall for age categories. Mean age of emergence and mean age of attainment of maturity stages were calculated for each tooth using these BMI subdivisions. Analysis of variance (ANOVA) and Games-Howell were used to determine the differences between the BMI/height subdivisions. A Student’s t-test was used to compare any two means whenever one of the three subdivisions of BMI did not yield a mean age of emergence. Spearman’s rho correlations between total number of teeth, dental maturity scores and anthropometric variables were done. A Shapiro-Wilk W test showed that the dependent variables (total number of teeth emerged and dental maturity) and the predictor variables were not normally distributed. Therefore, a generalized linear model (negative binomial) was used with the number of emerged teeth/dental maturity modelled as the dependent variable and anthropometric variables and age as predictors. Adequacy of fit was checked using the deviance residuals as recommended by McCullagh and Nelder (1989). The deviance residuals showed that it was normally distributed and the plot of the residuals against each of the covariates also showed model fit. As expected, the collinearity test showed that BMI, height and weight were significantly collinear. When these variables were excluded from the model, there was no difference in the values of the output. Hence, the variables were included in the final model for generalized linear regression analysis. The model was built using forward selection. Statistical significance was inferred at p<0.05. Results: Systematic review Meta-analysis revealed that the Willems method has better accuracy globally compared with the Demirjian method. Dental maturity in Black Southern Africans The females show advanced dental maturity and dental ages compared to males (p<0.05). Cross-population comparison shows the Southern African females are advanced in dental maturity compared to European and Asian children. Comparison of methods for estimating dental age The Original Demirjian method significantly overestimated the age of the males by 0.85 years and the females by 1.0 years (p<0.05) with the same mean absolute error of 1.1 years for both sexes. Similarly, the Modified Demirjian method significantly overestimated chronological ages of males (0.90 years) and females (1.21 years) with the highest mean absolute error of 1.1 years and 1.4 years for males and females respectively. The Willems method had the lowest, but still significant mean differences (0.2 years for males and 0.3 years for females) between the dental age and chronological age. It also demonstrated the least mean absolute errors for males (0.70 years) and females (0.68 years). Nutrition and tooth formation Significant advancements were found in the age of attainment of H stage for all the permanent teeth in the overweight group compared to the underweight group (p<0.05). Negative binomial regression analysis indicates that age, height, and BMI are significant predictors of the dental maturity score for males (p<0.05), while age, height, weight, BMI and head circumference are significant predictors of the dental maturity score for females. Tooth emergence Females have all the permanent teeth emerged earlier than males except for the third molars (p<0.05). Generally, Black Southern African children have similar ages and sequence of emergence as children from other sub-Saharan Africa countries. Black Southern African children have earlier mean ages of emergence of permanent teeth compared to children from the USA, Europe, Australia and Asia. Sexual dimorphism was noted in the sequence of emergence of I1/M1 in the mandible with the females having the M1I1 sequence as opposed to I1MI in males. The sequence of emergence of Southern African males is similar in both jaws to males from the USA and Europe but differs from Iranians and Pakistanis. Females show similar patterns of sequence with sub-Saharan African, Australian and US females in the maxilla. They display MI/I1 variation in the mandible. Nutrition and tooth emergence Overweight/obese children generally show significantly earlier emergence times compared to normal weight/severely underweight children (p<0.05). Females and tall children have more emerged teeth than shorter children when corrected for age and sex (p<0.05). The generalized linear regression model (negative binomial) shows that height, weight and BMI have significant associations with the number of emerged teeth (p<0.05). Dental development and life history variables The number of teeth emerged in males correlate strongly with chronological age (r=0.91, p=0.00) and height (r=0.89, p=0.00), moderately with mid-upper arm circumference (r=0.61, p=0.00) and weakly with head circumference (r=0.16, p=0.00). In females, the number of teeth emerged correlates strongly with chronological age (r=0.88, p=0.00) and height (r=0.83, p=0.00), moderately with mid-upper arm circumference (r=0.59, p=0.00), and weakly with head circumference (r=0.38, p=0.00). Similar patterns of correlation are found for dental maturity. The emergence of the maxillary and mandibular M2s co-occurs with the G2 stage of gonad development and the PH2 stage of pubic hair development in males. The M2s emerge coincident with the attainment of Tanner’s B2 breast stage and the PH2 pubic hair stage in females. The age of menarche does not coincide with any of the determined ages for emergence of teeth. Attainment of the H stage of development in the C1 co-occurs with the G2 stage of gonad development and shortly after the pubic hair stage PH2 in the males. In females, the attainment of the H stage of C1 formation occurs shortly before the attainment of the B2 stage of breast development. Furthermore, the H stage of P1 formation coincides with the PH2 stage of pubic hair development, shortly after the attainment of the stage B2 of breast development. The attainment of the H stage in P2 formation coincides with the age of menarche at approximately 13 years. Southern African specific reference A new dental atlas (WITS Atlas) was developed due to the significantly earlier ages of emergence and formation among Black Southern Africans. When compared to the London atlas, the canines, premolars and second molars are at least a year ahead in the WITS Atlas. Third molar formation and emergence occurs three years earlier in the WITS Atlas. Polynomial regression formulae were generated and Southern African specific conversion tables were generated for the males and females. The new tables of maturity scores show no overestimation of the chronological ages of males (0.045, p>0.05) and females (0.08, p>0.05). Compared to the Willems and Demirjian methods, the Southern African specific maturity tables showed the least mean absolute error for both sexes. Conclusion: There is sexual dimorphism in the timing of tooth emergence with females having earlier emergence times. Black Southern Africans show similarities in the ages and sequence of emergence of the permanent teeth with children from other sub-Saharan African countries but, they are advanced relative to children from the USA, Europe, Australia and Asia. Similarly, the Black Southern African children show advanced tooth formation compared to children from Europe, Asia and Australia. The Willems method is more accurate at estimating chronological age for forensic and anthropological purposes compared to the Demirjian methods that significantly overestimate the chronological age of children. Of the three methods tested on Black Southern African children, the Willems method is the most accurate in estimating chronological age. However; it significantly overestimated the chronological age of Black Southern African children. Hence, there is a need for population-specific reference values for use in the age estimation of Black Southern African children The WITS Atlas and new population-specific maturity tables for Black Southern African males and females were developed. The WITS Atlas differs significantly from the London atlas with earlier ages of tooth formation and emergence. The Southern African specific age estimation method shows good accuracy in the estimation of dental ages. By inference, this method could be used in other sub-Saharan African countries because of similarities in tooth formation and emergence times. Contrary to some studies, nutrition was found to have a significant influence on the number of teeth emerged and the timing of emergence. Obese/overweight/tall children tend to have earlier timing of emergence and more emerged teeth compared to their underweight peers. Similarly, obese/overweight/tall individuals attained the H stage of tooth formation of most teeth earlier than their underweight and normal weight age-mates. Emergence of second molars and the H stage of canine and first premolar formation co-occur with the onset of puberty in males and females. Menarche appears to coincide with the attainment of H stage of the mandibular second premolar.LG201