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1.
J Periodontal Res ; 57(1): 142-151, 2022 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-34783015

RESUMO

OBJECTIVE: The objective of this cross-sectional study is to investigate alveolar bone gene expression in health and diabetes through ribonucleic acid (RNA) sequencing and bioinformatics analysis. BACKGROUND: It is relatively unknown how type 2 diabetes modulates gene expression in alveolar bone in humans. Clinical concern regarding increased implant failure rate in patients with diabetes has been discussed in the literature. Previous studies in animal models and humans have suggested an imbalance between the genes regulating bone formation with data suggesting bone resorption in diabetes. However, there is lack of data regarding a comprehensive gene expression from human alveolar bone in diabetes. METHODS: Alveolar bone was collected from healthy and type 2 diabetic subjects undergoing periodontal and implant surgeries. The homogenized RNA sample was then extracted and analyzed for quantity and quality. RNA samples were further purified using ribosomal RNA depletion technique and processed for RNA sequencing and analysis. Expression levels for mRNAs were performed by calculating FPKM ([total_exon_fragments/mapped reads (millions) × exon length (kB)]), and differentially expressed mRNAs were selected with log2 (fold change) >1 or log2 (fold change) ≤1 and with a parametric F test comparing nested linear models. RESULTS: Eighteen bone samples (10 healthy, 8 patients with diabetes) were analyzed for gene expression. The mean age and HbA1c% of healthy versus diabetic subjects were as follows: age (55.3 ± 17.5 vs 63.9 ± 8.7 years) and HbA1c% (5.6 ± 0.29 vs 7.3 ± 2.4), respectively. Sequencing analysis showed that expression of genes that regulate bone turnover like TGFB1, LTBP4, IGF1, BMP2, BMP4, BMP6, SMAD1, RUNX2, MCSF, and THRA was significantly downregulated in diabetes samples compared with healthy controls with overall reduced expression of genes in the bone regulation pathway in patients with diabetes. Bioinformatics analysis for the altered genes highlighted several pathways related to bone homeostasis and inflammation in diabetes. Periodontitis did not affect the gene expression pattern based on diabetes status. CONCLUSIONS: Altered expression of genes due to downregulation of certain pathways that are involved in bone turnover and inflammation suggests that overall wound healing and bone homeostasis may be compromised in type 2 diabetes.


Assuntos
Perda do Osso Alveolar , Diabetes Mellitus Tipo 2 , Periodontite , Idoso , Perda do Osso Alveolar/genética , Animais , Osso e Ossos , Estudos Transversais , Diabetes Mellitus Tipo 2/genética , Expressão Gênica , Humanos , Pessoa de Meia-Idade
2.
Clin Oral Investig ; 26(11): 6629-6637, 2022 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-35881240

RESUMO

OBJECTIVE: Successful application of deep machine learning could reduce time-consuming and labor-intensive clinical work of calculating the amount of radiographic bone loss (RBL) in diagnosing and treatment planning for periodontitis. This study aimed to test the accuracy of RBL classification by machine learning. MATERIALS AND METHODS: A total of 236 patients with standardized full mouth radiographs were included. Each tooth from the periapical films was evaluated by three calibrated periodontists for categorization of RBL and radiographic defect morphology. Each image was pre-processed and augmented to ensure proper data balancing without data pollution, then a novel multitasking InceptionV3 model was applied. RESULTS: The model demonstrated an average accuracy of 0.87 ± 0.01 in the categorization of mild (< 15%) or severe (≥ 15%) bone loss with fivefold cross-validation. Sensitivity, specificity, positive predictive, and negative predictive values of the model were 0.86 ± 0.03, 0.88 ± 0.03, 0.88 ± 0.03, and 0.86 ± 0.02, respectively. CONCLUSIONS: Application of deep machine learning for the detection of alveolar bone loss yielded promising results in this study. Additional data would be beneficial to enhance model construction and enable better machine learning performance for clinical implementation. CLINICAL RELEVANCE: Higher accuracy of radiographic bone loss classification by machine learning can be achieved with more clinical data and proper model construction for valuable clinical application.


Assuntos
Perda do Osso Alveolar , Aprendizado Profundo , Periodontite , Humanos , Aprendizado de Máquina , Radiografia , Periodontite/diagnóstico por imagem , Perda do Osso Alveolar/diagnóstico por imagem
3.
J Clin Periodontol ; 46(2): 206-217, 2019 02.
Artigo em Inglês | MEDLINE | ID: mdl-30536853

RESUMO

AIM: This systematic review aimed to evaluate the impact of diabetes mellitus on clinical outcomes of non-surgical periodontal therapy. MATERIALS AND METHODS: Searches were conducted in electronic databases to screen studies published from January 1960 to August 2018. The included studies had at least two groups of patients: chronic periodontitis only (P) or both diabetes and chronic periodontitis (DMP). Outcomes of interest included the difference between the two groups in probing depth (PD) reduction and clinical attachment level (CAL) gain following non-surgical periodontal therapy. Meta-regression was conducted to evaluate the correlation between the outcomes of interest and contributing factors. RESULTS: A total of 12 studies with a follow-up period up to 6 months were included. There was no significant difference in PD reduction (p = 0.55) or CAL gain (p = 0.65) between the two groups. A positive association between PD reduction and baseline PD difference (p = 0.03), and a negative association between PD reduction and age (p = 0.04) were found. The level of HbA1c at baseline did not significantly affect the difference in PD reduction (p = 0.39) or CAL gain (p = 0.44) between two groups. CONCLUSIONS: Recognizing the study's limitations, we conclude that diabetes mellitus (HbA1c ≤ 8.5%) does not appear to significantly affect short-term clinical periodontal outcomes of non-surgical periodontal treatment.


Assuntos
Periodontite Crônica , Diabetes Mellitus , Raspagem Dentária , Seguimentos , Humanos , Perda da Inserção Periodontal , Aplainamento Radicular
4.
Curr Hypertens Rep ; 19(4): 33, 2017 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-28353075

RESUMO

Having high blood pressure puts you at risk for heart disease and stroke, which are leading causes of death in the USA and worldwide. One out of every three Americans has hypertension, and it is estimated that despite aggressive treatment with medications, only about half of those medicated have managed blood pressure. Recent discoveries of the oral microbiome that reduces inorganic nitrate to nitrite and nitric oxide provide a new therapeutic target for the management of hypertension. The presence or absence of select and specific bacteria may determine steady-state blood pressure levels. Eradication of oral bacteria through antiseptic mouthwash or overuse of antibiotics causes blood pressure to increase. Allowing recolonization of nitrate- and nitrite-reducing bacteria can normalize blood pressure. This review will provide evidence of the link between oral microbiota and the production of nitric oxide and regulation of systemic blood pressure. Management of systemic hypertension through maintenance of the oral microbiome is a completely new paradigm in cardiovascular medicine.


Assuntos
Pressão Sanguínea , Hipertensão/tratamento farmacológico , Hipertensão/microbiologia , Microbiota , Óxido Nítrico/metabolismo , Administração Oral , Animais , Humanos , Nitratos/metabolismo , Nitritos/metabolismo
5.
Lasers Med Sci ; 32(7): 1463-1468, 2017 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-28523391

RESUMO

Adjunctive treatments to scaling and root planing (SRP) such as lasers, have been utilized in the treatment of chronic periodontitis, mainly aiming to suppress and eliminate the bacteria, as well as enhancing the healing response. Eighty gingival papilla biopsy samples were obtained from 60 patients diagnosed with chronic advanced periodontitis; randomly assigned to three treatment groups (n = 20), as well as 20 subjects with no periodontal disease [group A]. Group B received SRP on a single quadrant/day for four consecutive days. On day 5, all quadrants were rescaled. Groups C and D received the same treatment as group B plus laser application with the low-level diode laser (630-670 nm, 1.875 J/cm2) for five and ten consecutive days, respectively. Papilla biopsies were obtained from subjects and evaluated by RT-PCR for expression of COX-2. The values in the control group were 0.028 0.014 and baseline values for the examined groups were 0.16 0.18. Significantly decreased level of COX-2 expression for groups C and D was found after treatment, while lowest average expression was found in the group that had the 10 laser treatments supplemental to SRP (0,035 0,014). The results of this study show suppression of COX-2 in gingival tissue after low-level laser treatment as adjunct to SRP.


Assuntos
Periodontite Crônica/enzimologia , Periodontite Crônica/cirurgia , Regulação Enzimológica da Expressão Gênica/efeitos da radiação , Lasers Semicondutores/uso terapêutico , Adulto , Idoso , Análise de Variância , Feminino , Humanos , Masculino , Pessoa de Meia-Idade
6.
J Int Acad Periodontol ; 16(3): 78-85, 2014 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-25654960

RESUMO

OBJECTIVE: The aim of this study was to evaluate the effect of the depth of curette sample collection from periodontal lesions on the recovery of putative periodontal pathogens using real-time polymerase chain reaction (PCR). METHODS: Twenty-two periodontal pockets 6 to 8 mm deep with bleeding on probing at a single-rooted tooth were sampled, yielding 66 separate samples. Curette samples were obtained at three different levels of the periodontal lesion (orifice, shallow--2 mm into the pocket; or base of lesion), and processed using PCR to identify 10 periodontal pathogens. The chi-square procedure was used to determine whether probe depth affected the distribution of bacterial counts observed. A repeated measures analysis of variance tested the hypotheses related to level of probe and microorganism on mean rank of bacterial counts. RESULTS: The effect of probe level on mean bacterial counts depends on the type of microorganism. Likewise, the effect of microorganism type on mean bacterial counts significantly depends on probe level, where sampling from 2 mm into the periodontal pocket was found to yield significantly higher results than sampling from the orifice. Overall mean counts of pathogenic microorganisms were found to differ significantly across the three probe depths. The microorganisms differed in their observed levels over all three probe levels. Further analysis found several significant differences that characterize the nature of the interaction between probe level and microorganism type. CONCLUSION: There is significant difference in the amount of putative periodontal pathogens at varying depths of the pocket when sampled with a periodontal curette.


Assuntos
Periodontite Crônica/microbiologia , Bactérias Gram-Negativas/isolamento & purificação , Bactérias Gram-Positivas/isolamento & purificação , Aggregatibacter actinomycetemcomitans/isolamento & purificação , Carga Bacteriana , Bacteroides/isolamento & purificação , Campylobacter rectus/isolamento & purificação , Periodontite Crônica/patologia , Estudos Transversais , Curetagem/métodos , Eikenella corrodens/isolamento & purificação , Eubacterium/isolamento & purificação , Fusobacterium nucleatum/isolamento & purificação , Hemorragia Gengival/microbiologia , Bactérias Gram-Negativas/classificação , Bactérias Gram-Positivas/classificação , Humanos , Peptostreptococcus/isolamento & purificação , Perda da Inserção Periodontal/microbiologia , Perda da Inserção Periodontal/patologia , Bolsa Periodontal/microbiologia , Bolsa Periodontal/patologia , Porphyromonas gingivalis/isolamento & purificação , Prevotella intermedia/isolamento & purificação , Reação em Cadeia da Polimerase em Tempo Real/métodos , Manejo de Espécimes/métodos , Treponema denticola/isolamento & purificação
7.
Case Rep Dent ; 2024: 3683561, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38501031

RESUMO

Peripheral ossifying fibroma (POF) is a benign swelling of the gingival connective tissue commonly associated with dental biofilm and biofilm-retentive dental appliances. In the present case report, we described three cases of POF with different clinical presentations and treatment approaches. The treatment consisted of the removal of supra- and subgingival calculus, followed by a flap surgery with excision of the entire lesion ensuring the inclusion of the periosteal bed. The first patient developed POF during her pregnancy that remained clinically noticeable postpartum. The second case represented a rare case of POF appearing on the palatal aspect of the anterior maxilla of an African American male. The third case represented POF that developed on the mandible, and contrary to the first two cases, it was excised using a diode laser and not a scalpel blade. All patients showed uneventful healing during follow-up appointments; however, poor patient compliance did not allow for evaluation of long-term healing responses and possible recurrence of the lesion. Within the limitations of this clinical report, it is evident that the periodontal surgical approach was effective in managing POF with stable short-term clinical outcomes.

8.
J Dent Educ ; 2024 Mar 28.
Artigo em Inglês | MEDLINE | ID: mdl-38545660

RESUMO

OBJECTIVES: With the increasing prevalence of artificial intelligence (AI) and the significant research gap in the application of AI within dentistry, this study aimed to (1) evaluate the efficiency and accuracy of dental students in full-mouth radiograph series (FMS) mounting with and without AI assistance, and (2) assess dental students' perceptions of AI in clinical education to address the impact of AI in dental education. METHODS: An AI-based interface for mounting radiographs on FMS templates was designed and implemented in the study. Forty third-year dental students were randomly assigned to control and test groups. The control group manually mounted FMS radiographs, while the test group reviewed AI-pre-mounted radiographs for adjustments. Students' performance in efficiency and accuracy was evaluated. Pre- and post-study surveys were conducted to gauge students' confidence levels and opinions regarding the usefulness of the AI-assisted program. RESULTS: The test group (using AI) demonstrated significantly faster radiograph mounting times than the control group (manual) (p < 0.05). Accuracy was lower in the test groups, when comparing AI-assisted and manual mounting of FMS (p < 0.01). Self-confidence and confidence in AI were consistent between the control and test groups, both before and after the study. CONCLUSION: Students with AI presented with a decreased accuracy in FMS radiograph mounting. Therefore, AI automation could potentially have negative impacts in a learning environment with inexperienced clinicians.

9.
Sci Rep ; 14(1): 9504, 2024 04 25.
Artigo em Inglês | MEDLINE | ID: mdl-38664463

RESUMO

The present study examined the role of age and sex in the outcomes of non-surgical periodontal therapy (NSPT). De-identified demographic and periodontal characteristics of patients who presented for baseline periodontal evaluation, NSPT, and periodontal re-evaluation were abstracted from electronic health records. Independent associations of age and sex with severe periodontitis defined as ≥ 5 mm clinical attachment loss (CAL) and ≥ 6 mm probing depth (PD) were determined using multinomial logistic regression. The null hypothesis was rejected at α < 0.05. A total of 2866 eligible subjects were included in the analysis. Significantly lower odds of CAL ≤ 4 mm than CAL ≥ 5 mm (reference) were observed in adults aged 35-64 (odds ratio, OR, 0.19; 95% confidence interval, CI 0.13, 0.29) and ≥ 65 years (OR 0.13; 95% CI 0.07, 0.25) compared to those aged 18-34 years. Odds of PD < 4 mm versus PD ≥ 6 mm (reference) were lower in adults aged 35-64 years than those aged 18-34 years (OR 0.71; 95% CI 0.55, 0.90) and higher in females compared to males (OR 1.67; 95% CI 1.14, 2.44). These results suggest more compromised post-NSPT outcomes in older adults and males compared to the respective populations and highlight the need for personalized therapeutic strategies in these populations.


Assuntos
Periodontite , Humanos , Masculino , Feminino , Pessoa de Meia-Idade , Adulto , Estudos Retrospectivos , Fatores Etários , Fatores Sexuais , Idoso , Adulto Jovem , Adolescente , Resultado do Tratamento , Periodontite/terapia
10.
Sci Rep ; 14(1): 10189, 2024 05 03.
Artigo em Inglês | MEDLINE | ID: mdl-38702352

RESUMO

The study aimed to determine the accuracy of diagnosing periodontal conditions using the developed web-based PocketPerio application and evaluate the user's perspective on the use of PocketPerio. First, 22 third-year dental students (DS3) diagnosed ten cases without PocketPerio (control) and with PocketPerio (test) during a mock examination. Then, 105 DS3, 13 fourth-year dental students (DS4), and 32 senior second-year International Standing Program students (ISP2) used PocketPerio chairside. Statistical analysis was performed using a non-parametric paired two-tailed test of significance with the Wilcoxon matched-pairs signed rank test. The null hypothesis that PocketPerio did not increase the accuracy of periodontal diagnoses was rejected at α < 0.01. Periodontal diagnoses made using PocketPerio correlated with those made by periodontics faculty ("gold standard") in all cases. During the mock examination, PocketPerio significantly increased the accuracy of periodontal diagnoses compared to the control (52.73 vs. 13.18%, respectively). Chairside, PocketPerio significantly increased the accuracy of primary (100 vs. 40.0%) and secondary (100 vs. 14.25%) periodontal diagnoses compared to the respective controls. Students regardless of their training year felt more confident in diagnosing periodontal conditions using PocketPerio than their current tools, provided positive feedback on its features, and suggested avenues for its further development.


Assuntos
Doenças Periodontais , Estudantes de Odontologia , Humanos , Doenças Periodontais/diagnóstico , Periodontia/educação , Educação em Odontologia/métodos , Feminino , Masculino , Software
11.
Artigo em Inglês | MEDLINE | ID: mdl-36520129

RESUMO

Phenotype modification therapy has emerged as one of the main treatment objectives of periodontal plastic surgery. However, long-term data on the stability of gingival thickness gains are not available. This study examined the kinetics of mucosal thickness gain as a measure of phenotype modification therapy following treatment of multiple gingival recession defects with vestibular incision subperiosteal tunnel access (VISTA). Six patients with 14 recession type (RT) II teeth were treated using VISTA and subepithelial connective tissue grafts (SCTG). Scanned images of study casts at pre- and postoperative periods (6 to 66 months) were digitally superimposed for quantitative evaluation of soft tissue dimensional changes. Mucosal thickness gains ranged from 1.0 ± 0.7 mm (1 mm apical to cement-enamel junction [CEJ]) to 1.4 ± 0.4 mm (5 mm apical to CEJ). The gingival thickness gains remained relatively stable, with thickness gains at 66 months of 0.5 ± 0.8, 0.9 ± 0.6, 1.1 ± 0.6, 1.0 ± 0.4, and 1.2 ± 0.6 mm at 1, 2, 3, 4 and 5 mm apical to the CEJ, respectively. Treatment of multiple gingival recession defects with VISTA and SCTG led to stable gingival thickness gains and shows promise as a strategy for phenotype modification therapy.


Assuntos
Retração Gengival , Humanos , Retração Gengival/diagnóstico por imagem , Retração Gengival/cirurgia , Resultado do Tratamento , Estudos Retrospectivos , Raiz Dentária/cirurgia , Retalhos Cirúrgicos , Gengiva/cirurgia , Tecido Conjuntivo/transplante
12.
J Autoimmun ; 39(4): 294-303, 2012 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-22560973

RESUMO

In periodontitis, a common chronic inflammatory condition, gram-negative-rich bacterial biofilms trigger, in susceptible individuals, perpetuating inflammation that results in extensive tissue damage of tooth supporting structures. To delineate immune cell-dependent mechanisms whereby bacterial challenge drives persistent destructive inflammation in periodontitis and other inflammatory diseases, we studied involved tissues ex vivo and investigated host cell responses to the periodontal pathogen Porphyromonas gingivalis, in vitro. Diseased lesions were populated by abundant Th17 cells, linked to infection, chronic inflammation/autoimmunity and tissue pathology. In vitro, P. gingivalis, particularly the more virulent strain W83, stimulated myeloid antigen presenting cells (APC) to drive Th17 polarization. Supernatants from myeloid APC exposed to P. gingivalis were capable of enhancing Th17 but not Th1 polarization. P. gingivalis favored the generation of Th17 responses by stimulating the production of Th17 related cytokines IL-1ß, IL-6 and IL-23, but not Th1 related IL-12. By inducing NFκB activation, P. gingivalis promoted IL-1ß, IL-6 and IL-12p40 production, but not IRF3 phosphorylation, connected to generation of the IL-12p35 chain, ultimately restricting formation of the intact IL-12 molecule. Promotion of Th17 lineage responses was also aided by P. gingivalis proteases, which appeared to differentially degrade pivotal cytokines. In this regard, IL-12 was largely degraded by P. gingivalis, whereas IL-1ß was more resistant to proteolysis. Our data unveil multiple pathways by which P. gingivalis may orchestrate chronic inflammation, providing insights into interventional strategies.


Assuntos
Infecções por Bacteroidaceae/imunologia , Periodontite Crônica/imunologia , Interações Hospedeiro-Patógeno , Porphyromonas gingivalis/imunologia , Células Th17/imunologia , Células Apresentadoras de Antígenos/metabolismo , Células Apresentadoras de Antígenos/microbiologia , Infecções por Bacteroidaceae/microbiologia , Células Cultivadas , Periodontite Crônica/microbiologia , Meios de Cultivo Condicionados/farmacologia , Humanos , Inflamação/imunologia , Inflamação/microbiologia , Fator Regulador 3 de Interferon/genética , Fator Regulador 3 de Interferon/imunologia , Subunidade p35 da Interleucina-12/imunologia , Subunidade p35 da Interleucina-12/metabolismo , Subunidade p40 da Interleucina-12/imunologia , Subunidade p40 da Interleucina-12/metabolismo , Interleucina-1beta/imunologia , Interleucina-1beta/metabolismo , Interleucina-23/imunologia , Interleucina-23/metabolismo , Interleucina-6/imunologia , Interleucina-6/metabolismo , Células Mieloides/metabolismo , Células Mieloides/microbiologia , NF-kappa B/genética , NF-kappa B/imunologia , Fosforilação , Proteólise , Transdução de Sinais , Células Th17/efeitos dos fármacos , Células Th17/metabolismo
13.
Lasers Med Sci ; 27(2): 377-81, 2012 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-21380536

RESUMO

This study sought to evaluate the effect of low-level laser treatment combined with scaling and root planing (SRP) on gingival tissue levels of TNF-alpha in subjects with periodontal disease. Eighty gingival papilla biopsy samples were obtained from 60 patients diagnosed with chronic advanced periodontitis; randomly assigned to three treatment groups (n = 20), as well as 20 subjects with no periodontal disease (group A). Group B received SRP on a single quadrant/day for four consecutive days. On day 5, all quadrants were rescaled. Groups C and D received the same treatment as group B plus laser application with the low-level diode laser (630-670 nm, 1.875 J/cm(2)) for five and ten consecutive days, respectively. Papilla biopsies were obtained from subjects and evaluated by ELISA for levels of TNF-alpha. The values in the control group were 5.2 ± 3.21 pg/mg and baseline values for the examined groups were 46.01 ± 16.69. Significantly decreased level of TNF-alpha for groups C and D was found after treatment, while group B demonstrated reduction of TNF-alpha of 31.34%. The results of this study show suppression of TNF-alpha in gingival tissue after low-level laser treatment as adjunct to SRP. Data may suggest beneficial anti-inflammatory effects of the laser treatment when used as adjunctive periodontal treatment.


Assuntos
Periodontite Crônica/metabolismo , Raspagem Dentária , Gengiva/metabolismo , Terapia com Luz de Baixa Intensidade , Fator de Necrose Tumoral alfa/metabolismo , Adulto , Idoso , Periodontite Crônica/terapia , Terapia Combinada , Feminino , Gengiva/efeitos da radiação , Humanos , Terapia com Luz de Baixa Intensidade/métodos , Masculino , Pessoa de Meia-Idade , Aplainamento Radicular
14.
J Calif Dent Assoc ; 40(5): 419-21, 2012 May.
Artigo em Inglês | MEDLINE | ID: mdl-22685949

RESUMO

This study investigated sterilization of used implant impression copings and healing abutments. Components were analyzed after contamination with Enterococcus foecalis, followed by multiple rounds of sterilization by both steam autoclave and Chemiclave protocols. The authors' results demonstrated that used components showed sterility equal to new components without any visible distortion. These data suggest that component resterilization and reuse may be justified or at least considered in clinical practice. Also, implications for cost savings in the placement of implants are advanced.


Assuntos
Dente Suporte/microbiologia , Implantes Dentários/microbiologia , Técnica de Moldagem Odontológica/instrumentação , Contaminação de Equipamentos/prevenção & controle , Esterilização/métodos , Redução de Custos , Dente Suporte/economia , Desinfetantes de Equipamento Odontológico/uso terapêutico , Implantes Dentários/economia , Enterococcus faecalis/isolamento & purificação , Reutilização de Equipamento , Humanos , Controle de Infecções Dentárias/métodos , Vapor , Propriedades de Superfície
15.
JAMIA Open ; 5(2): ooac031, 2022 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-35651525

RESUMO

Objective: Despite artificial intelligence (AI) being used increasingly in healthcare, implementation challenges exist leading to potential biases during the clinical decision process of the practitioner. The interaction of AI with novice clinicians was investigated through an identification task, an important component of diagnosis, in dental radiography. The study evaluated the performance, efficiency, and confidence level of dental students on radiographic identification of furcation involvement (FI), with and without AI assistance. Materials and Methods: Twenty-two third- and 19 fourth-year dental students (DS3 and DS4, respectively) completed remotely administered surveys to identify FI lesions on a series of dental radiographs. The control group received radiographs without AI assistance while the test group received the same radiographs and AI-labeled radiographs. Data were appropriately analyzed using the Chi-square, Fischer's exact, analysis of variance, or Kruskal-Wallis tests. Results: Performance between groups with and without AI assistance was not statistically significant except for 1 question where tendency was to err with AI-generated answer (P < .05). The efficiency of task completion and confidence levels was not statistically significant between groups. However, both groups with and without AI assistance believed the use of AI would improve the clinical decision-making. Discussion: Dental students detecting FI in radiographs with AI assistance had a tendency towards over-reliance on AI. Conclusion: AI input impacts clinical decision-making, which might be particularly exaggerated in novice clinicians. As it is integrated into routine clinical practice, caution must be taken to prevent overreliance on AI-generated information.

16.
Materials (Basel) ; 15(7)2022 Mar 23.
Artigo em Inglês | MEDLINE | ID: mdl-35407704

RESUMO

The success of osseointegration depends on many factors. With temperatures beyond a 47 °C threshold over 1 min, bone survival may be impaired. The purpose of the study was to evaluate, in fresh human cadaver tibiae, the temperature changes during osteotomy preparations using two straight and two tapered implant systems' drills, external irrigation, and varying revolutions per minute (RPM). The tibiae from a fresh female cadaver were harvested bilaterally. Two tapered and two straight design drills were assessed. Two-hundred and forty osteotomies were prepared at 6 mm depth following the drill sequence of the manufacturers' protocol for each drilling speed. Difference in temperature (ΔΤ) was calculated by subtracting the baseline from the maximum temperature (ΔT = Tmax - Tbase). Drill design and drill diameter, as independent variables or synergistically, had a significant effect on ΔΤ. Tapered drills: As the drill diameter increased, ΔΤ increased at all RPM. Straight drills: As the drill diameter increased, ΔΤ remained constant or slightly decreased at all RPM. Drill diameter and design had a significant effect on ΔΤ in human tibiae, which never exceeded the critical threshold of 47 °C. Tapered drills caused significantly greater heat production compared to straight drills.

17.
Front Immunol ; 12: 705206, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34290715

RESUMO

Different body systems (epidermis, respiratory tract, cornea, oral cavity, and gastrointestinal tract) are in continuous direct contact with innocuous and/or potentially harmful external agents, exhibiting dynamic and highly selective interaction throughout the epithelia, which function as both a physical and chemical protective barrier. Resident immune cells in the epithelia are constantly challenged and must distinguish among antigens that must be either tolerated or those to which a response must be mounted for. When such a decision begins to take place in lymphoid foci and/or mucosa-associated lymphoid tissues, the epithelia network of immune surveillance actively dominates both oral and gastrointestinal compartments, which are thought to operate in the same immune continuum. However, anatomical variations clearly differentiate immune processes in both the mouth and gastrointestinal tract that demonstrate a wide array of independent immune responses. From single vs. multiple epithelia cell layers, widespread cell-to-cell junction types, microbial-associated recognition receptors, dendritic cell function as well as related signaling, the objective of this review is to specifically contrast the current knowledge of oral versus gut immune niches in the context of epithelia/lymphoid foci/MALT local immunity and systemic output. Related differences in 1) anatomy 2) cell-to-cell communication 3) antigen capture/processing/presentation 4) signaling in regulatory vs. proinflammatory responses and 5) systemic output consequences and its relations to disease pathogenesis are discussed.


Assuntos
Alostase , Homeostase , Imunidade nas Mucosas/imunologia , Vigilância Imunológica/imunologia , Mucosa Intestinal/imunologia , Mucosa Bucal/imunologia , Imunidade Adaptativa , Animais , Apresentação de Antígeno , Translocação Bacteriana/imunologia , Moléculas de Adesão Celular/fisiologia , Comunicação Celular , Células Dendríticas/imunologia , Disbiose/imunologia , Células Epiteliais/imunologia , Humanos , Inflamação , Junções Intercelulares/fisiologia , Mucosa Intestinal/citologia , Microbiota , Mucosa Bucal/citologia , Muco/fisiologia , Especificidade de Órgãos , Saliva/imunologia , Transdução de Sinais
18.
Can J Dent Hyg ; 55(3): 137-147, 2021 10.
Artigo em Inglês | MEDLINE | ID: mdl-34925514

RESUMO

Background: In 2017, the American Academy of Periodontology and the European Federation of Periodontology updated the classification of periodontal and peri-implant diseases and conditions. The goal of the present crossover study was to develop straightforward, illustrative flowcharts and determine their impact on the accuracy and speed of diagnosing periodontal conditions by predoctoral dental students (DS) and dental hygiene students (DHS). Methods: Two flowcharts (a decision-tree flowchart and one based on the periodontal disease/condition entity) were developed using updated diagnostic determinants proposed by the 2017 classification. A total of 26 second-, third-, and fourth-year DS (DS2, DS3, and DS4, respectively) and second-year DHS (DHS2) took a mock examination consisting of 10 periodontal clinical cases. The participants first diagnosed periodontal conditions using only their curricula-based knowledge (control) and then using the flowcharts (test). They also completed an optional post-examination questionnaire to provide feedback on the flowcharts. Statistical significance was detected at p ≤ 0.05. Results: Combined test groups had significantly higher accuracy in diagnosing periodontal conditions compared to controls (73.5% vs 50.0%, respectively), with the most substantial improvement in DS2 (66.3% vs 30%, respectively) and DHS2 (70.0% vs 41.4%, respectively). Combined test groups also completed the examination more quickly compared to controls (14.92 vs 20.85 minutes, respectively). The participants provided positive feedback and constructive criticism on the flowcharts, and also suggested converting them into application software. Conclusion: The flowcharts significantly improved the accuracy of diagnosing periodontal conditions in academic settings, especially among junior, less experienced participants.


Contexte: En 2017, l'Académie américaine de parodontologie et la Fédération européenne de parodontologie ont mis à jour leur classification des maladies et des affections parodontales et péri-implantaires. L'objectif de la présente étude croisée était de créer des organigrammes simples et représentatifs et de déterminer leur effet sur l'exactitude et la vitesse de diagnostic des affections parodontales par les étudiants en médecine dentaire, prédoctorat(ÉD) et les étudiants en hygiène dentaire (ÉHD). Méthodes: Deux organigrammes (un organigramme d'arbre décisionnel et un graphique basé sur l'entité de la maladie ou de l'affection parodontale) ont été élaborés à l'aide des déterminants diagnostiques actualisés, comme proposés dans la classification de 2017. Un total de 26 étudiants de deuxième, troisième et quatrième année (ÉD2, ÉD3 et ÉD4, respectivement) en médecine dentaire et des étudiants de deuxième année en hygiène dentaire (ÉHD2) ont passé un examen fictif portant sur 10 cas cliniques parodontaux. Les participants ont d'abord diagnostiqué les affections parodontales en utilisant seulement leurs connaissances fondées sur leur programme d'études (témoins) et en utilisant ensuite les organigrammes (tests). Ils ont aussi rempli un questionnaire optionnel après avoir passé l'examen afin de fournir des commentaires sur les organigrammes. La signification statistique a été décelée à p ≤ 0,05. Résultats: Les groupes de tests combinés avaient une exactitude considérablement plus élevée dans le diagnostic des affections parodontales par rapport aux groupes témoins (73,5 % contre 50,0 %, respectivement), et l'amélioration la plus importante était chez les ÉD2 (66,3 % contre 30 %, respectivement) et les ÉHD2 (70,0 % contre 41,4 %, respectivement). Les groupes de tests combinés ont aussi terminé l'examen plus rapidement par rapport aux groupes témoins (14,92 contre 20,85 minutes, respectivement). Les participants ont fourni des commentaires positifs et des critiques constructives sur les organigrammes et ont aussi suggéré de les convertir en logiciels d'application. Conclusion: Les organigrammes ont considérablement amélioré l'exactitude du diagnostic des affections parodontales dans les milieux d'enseignement, surtout chez les participants débutants et moins expérimentés.


Assuntos
Educação em Odontologia , Higiene Bucal , Estudos Cross-Over , Humanos , Design de Software , Estudantes
19.
Front Immunol ; 12: 691216, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34177951

RESUMO

Failure of resolution pathways in periodontitis is reflected in levels of specialized pro-resolving lipid mediators (SPMs) and SPM pathway markers but their relationship with the subgingival microbiome is unclear. This study aimed to analyze and integrate lipid mediator level, SPM receptor gene expression and subgingival microbiome data in subjects with periodontitis vs. healthy controls. The study included 13 periodontally healthy and 15 periodontitis subjects that were evaluated prior to or after non-surgical periodontal therapy. Samples of gingival tissue and subgingival plaque were collected prior to and 8 weeks after non-surgical treatment; only once in the healthy group. Metabololipidomic analysis was performed to measure levels of SPMs and other relevant lipid mediators in gingiva. qRT-PCR assessed relative gene expression (2-ΔΔCT) of known SPM receptors. 16S rRNA sequencing evaluated the relative abundance of bacterial species in subgingival plaque. Correlations between lipid mediator levels, receptor gene expression and bacterial abundance were analyzed using the Data Integration Analysis for Biomarker discovery using Latent cOmponents (DIABLO) and Sparse Partial Least Squares (SPLS) methods. Profiles of lipid mediators, receptor genes and the subgingival microbiome were distinct in the three groups. The strongest correlation existed between lipid mediator profile and subgingival microbiome profile. Multiple lipid mediators and bacterial species were highly correlated (correlation coefficient ≥0.6) in different periodontal conditions. Comparing individual correlated lipid mediators and bacterial species in periodontitis before treatment to healthy controls revealed that one bacterial species, Corynebacterium durum, and five lipid mediators, 5(S)6(R)-DiHETE, 15(S)-HEPE, 7-HDHA, 13-HDHA and 14-HDHA, were identified in both conditions. Comparing individual correlated lipid mediators and bacterial species in periodontitis before treatment to after treatment revealed that one bacterial species, Anaeroglobus geminatus, and four lipid mediators, 5(S)12(S)-DiHETE, RvD1, Maresin 1 and LTB4, were identified in both conditions. Four Selenomonas species were highly correlated with RvD1, RvE3, 5(S)12(S)-DiHETE and proinflammatory mediators in the periodontitis after treatment group. Profiles of lipid mediators, receptor gene and subgingival microbiome are associated with periodontal inflammation and correlated with each other, suggesting inflammation mediated by lipid mediators influences microbial composition in periodontitis. The role of correlated individual lipid mediators and bacterial species in periodontal inflammation have to be further studied.


Assuntos
Gengiva/metabolismo , Gengiva/microbiologia , Metabolismo dos Lipídeos , Metaboloma , Microbiota , Periodontite/metabolismo , Periodontite/microbiologia , Proteínas Adaptadoras de Transdução de Sinal/genética , Adulto , Bactérias/genética , Feminino , Humanos , Lipídeos , Masculino , Pessoa de Meia-Idade , RNA Ribossômico 16S/genética , Receptores de Quimiocinas/genética , Receptores Acoplados a Proteínas G/genética , Receptores do Leucotrieno B4/genética , Adulto Jovem
20.
Am J Pathol ; 174(4): 1400-14, 2009 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-19264901

RESUMO

Long-lived monocytes, macrophages, and dendritic cells (DCs) are Toll-like receptor-expressing, antigen-presenting cells derived from a common myeloid lineage that play key roles in innate and adaptive immune responses. Based on immunohistochemical and molecular analyses of inflamed tissues from patients with chronic destructive periodontal disease, these cells, found in the inflammatory infiltrate, may drive the progressive periodontal pathogenesis. To investigate early transcriptional signatures and subsequent proteomic responses to the periodontal pathogen, Porphyromonas gingivalis, donor-matched human blood monocytes, differentiated DCs, and macrophages were exposed to P. gingivalis lipopolysaccharide (LPS) and gene expression levels were measured by oligonucleotide microarrays. In addition to striking differences in constitutive transcriptional profiles between these myeloid populations, we identify a P. gingivalis LPS-inducible convergent, transcriptional core response of more than 400 annotated genes/ESTs among these populations, reflected by a shared, but quantitatively distinct, proteomic response. Nonetheless, clear differences emerged between the monocytes, DCs, and macrophages. The finding that long-lived myeloid inflammatory cells, particularly DCs, rapidly and aggressively respond to P. gingivalis LPS by generating chemokines, proteases, and cytokines capable of driving T-helper cell lineage polarization without evidence of corresponding immunosuppressive pathways highlights their prominent role in host defense and progressive tissue pathogenesis. The shared, unique, and/or complementary transcriptional and proteomic profiles may frame the context of the host response to P. gingivalis, contributing to the destructive nature of periodontal inflammation.


Assuntos
Infecções por Bacteroidaceae/imunologia , Células Mieloides/imunologia , Periodontite/imunologia , Adulto , Infecções por Bacteroidaceae/genética , Infecções por Bacteroidaceae/patologia , Citocinas/imunologia , Expressão Gênica , Perfilação da Expressão Gênica , Humanos , Imuno-Histoquímica , Lipopolissacarídeos/imunologia , Análise de Sequência com Séries de Oligonucleotídeos , Porphyromonas gingivalis/imunologia , Proteoma , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Receptores Toll-Like/imunologia , Transcrição Gênica
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