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Economic Evaluations of Preventive and Minimally Invasive Children's Dental Caries Procedures: A Scoping Review. 预防性微创儿童手术的经济评价龋齿手术:范围审查。
IF 2.6 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-08-21 DOI: 10.1159/000548099
Kamila Sihuay-Torres, Fabio Arriola-Pacheco, Abdulrahman Ghoneim, Herenia P Lawrence

Background: The WHO's Global Oral Health Action Plan towards 2030 suggests prioritizing cost-effective preventive and minimally invasive (MI) dental caries interventions as essential oral health care services. Given the high prevalence of dental caries among children, raising awareness of the limitations and research gaps of the existing economic evaluations assessing preventive and MI procedures is crucial. Therefore, this scoping review aimed to identify and map the relevant literature on economic evaluations for preventive and MI dental caries procedures among children under 12 years of age.

Summary: We conducted a systematic literature search using Medline, Embase, Scopus, Web of Science, Cochrane, LILACS, and PEDE up to December 31st, 2023. Two independent reviewers performed the screening and data extraction using the Covidence software. A third reviewer resolved disagreements. Inclusion criteria comprised full economic evaluations and full-text original articles published in peer-reviewed journals, in English, Spanish, or Portuguese, without any date restrictions. Data extraction included methodological characteristics items. We appraised the content reported using the Consolidated Health Economic Evaluation Reporting Standards (CHEERS) 2022 checklist.

Key messages: Among 1,285 studies screened, 62 were selected for data extraction. Most studies conducted a cost-effectiveness analysis (98%, n = 61), and only 10% (n = 6) and 3% (n = 2) conducted a cost-benefit and cost-utility analysis, respectively. The majority of studies evaluated sealants (32%, n = 20) and fluoride varnish (24%, n = 15), and only three assessed the cost-effectiveness of silver diamine fluoride. None of the included studies reported the CHEERS item related to community engagement. Moreover, there is a lack of studies among populations from the African region, most low- and lower-middle-income countries, and Indigenous communities. In conclusion, economic evaluations of preventive and MI dental caries procedures among children have increased over the last decade. Nonetheless, these are mostly cost-effectiveness analyses using clinically oriented outcomes, as opposed to patient-centred outcomes. We recommend collaboration with community partners while conducting economic evaluations for mutual capacity building.

导言:世卫组织《面向2030年的全球口腔卫生行动计划》建议将具有成本效益的预防性和微创性龋齿干预措施作为基本口腔卫生保健服务予以优先考虑。鉴于儿童龋齿的高患病率,提高对现有经济评估评估预防和MI程序的局限性和研究差距的认识至关重要。目的:本综述旨在识别和绘制有关12岁以下儿童预防和MI龋齿手术经济评估的相关文献。方法:采用Medline、EMBASE、Scopus、Web of Science、Cochrane、LILACS、PEDE等数据库进行系统文献检索,检索截止至2023年12月31日。两名独立审查员使用covid - ence软件进行筛选和数据提取。第三位审稿人解决了分歧。纳入标准包括完整的经济评估和发表在同行评议期刊上的全文原创文章,英文、西班牙文或葡萄牙文,没有任何日期限制。数据提取包括方法学特征项目。我们使用综合健康经济评估报告标准(CHEERS) 2022检查表对报告的内容进行了评估。结果:在筛选的1285项研究中,筛选出62项进行数据提取。大多数研究进行了成本-效果分析(98%,n=61),分别只有10% (n=6)和3% (n=2)进行了成本-效益和成本-效用分析。大多数研究评估了密封剂(32%,n=20)和氟化物清漆(24%,n=15),只有三项研究评估了氟化二胺银的成本效益。纳入的研究均未报告与社区参与相关的CHEERS项目。此外,在非洲地区、大多数低收入和中低收入国家以及土著社区的人口中缺乏研究。结论:在过去的十年中,儿童预防和MI龋齿手术的经济评价有所增加。尽管如此,这些主要是使用临床导向结果的成本效益分析,而不是以患者为中心的结果。我们建议与社区伙伴合作,同时为相互能力建设进行经济评估。
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引用次数: 0
Comparison of Oral Health Status of Pediatric Patients with Gastroesophageal Reflux and Bile Reflux Disease. 小儿胃食管反流与胆汁反流病患者口腔健康状况的比较
IF 2.6 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-08-08 DOI: 10.1159/000547887
Makbule Buse Dundar Sari, Eren Sari, Melike Arslan, Merve Aksoy, Cenkhan Bal, Necati Balamtekin

Introduction: Gastroesophageal reflux disease (GERD) and bile reflux disease (BRD) are two distinct conditions that may affect oral health through different mechanisms. This study investigated whether these reflux types lead to differing oral and dental outcomes in pediatric patients, aiming to inform clinical practice and promote interdisciplinary care.

Methods: Patients diagnosed with BRD or GERD between 2017 and 2020 were included. Clinical oral examinations, salivary analyses, and questionnaires on potential etiological factors for erosive tooth wear (ETW) were conducted. Oral health was assessed using the Basic Erosive Wear Examination (BEWE), dental caries experience (DMFT), Silness and Löe plaque index (PI), and gingival index (GI). Salivary pH and flow rates were recorded.

Results: Sixty-six patients (33 with BRD, 33 with GERD; 75.8% female; mean age: 14.9 ± 3.1) were included. BEWE scores were significantly higher in GERD patients (median: 6 vs. 4) (p < 0.001), though both groups were classified as low risk for ETW. GERD patients had higher PI (p = 0.018) and GI scores (p < 0.001), while DMFT scores were similar (p = 0.639). BRD patients exhibited significantly higher median values for unstimulated and stimulated salivary pH (7 vs. 6 and 8 vs. 7, respectively) and flow rates (0.6 vs. 0.36 mL/min and 1.7 vs. 1.22 mL/min, respectively) (all p < 0.001), although stimulated flow in GERD patients remained within normal limits (≥1 mL/min).

Conclusion: GERD was associated with poorer oral health, particularly ETW and gingival status. Early, multidisciplinary intervention may help prevent erosion and promote remineralization.

胃食管反流病(GERD)和胆汁反流病(BRD)是两种不同的疾病,可能通过不同的机制影响口腔健康。本研究调查了这些反流类型是否会导致儿科患者口腔和牙科预后的不同,旨在为临床实践提供信息并促进跨学科护理。方法:纳入2017 - 2020年间诊断为BRD或GERD的患者。临床口腔检查、唾液分析和调查糜烂性牙齿磨损(ETW)的潜在病因。使用基本侵蚀磨损检查(BEWE)、龋齿经历(DMFT)、Silness和Löe菌斑指数(PI)以及牙龈指数(GI)评估口腔健康。记录唾液pH值和流速。结果:66例患者(BRD 33例,GERD 33例;75.8%的女性;平均年龄:14.9±3.1)。GERD患者的BEWE评分明显更高(中位数:6比4)(p < 0.001),尽管两组均被归为ETW低风险。GERD患者PI (p = 0.018)和GI评分较高(p < 0.001),而DMFT评分相近(p = 0.639)。BRD患者未刺激和刺激的唾液pH值(分别为7 vs. 6和8 vs. 7)和流速(分别为0.6 vs. 0.36 ml/min和1.7 vs. 1.22 ml/min)的中位数值显着更高(均p < 0.001),尽管GERD患者的刺激流量仍在正常范围内(≥1ml /min)。结论:胃食管反流与较差的口腔健康状况有关,尤其是ETW和牙龈状况。早期多学科干预可能有助于防止侵蚀和促进再矿化。
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引用次数: 0
Understanding the Risk Factors for Early Life Sugar Consumption: A Scoping Review. 了解生命早期糖消费的风险因素:一项范围审查。
IF 2.6 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-08-01 DOI: 10.1159/000547729
Carlos Alberto Feldens, Jaime Aparecido Cury, Paulo Floriani Kramer, Elisa Maria Rosa de Barros Coelho, Márcia Regina Vítolo, Karen Glazer Peres

Background: The risk factors for early life sugar consumption in different countries have not been thoroughly mapped, making it difficult to plan interventions.

Summary: This scoping review aims to map evidence on the risk factors for introduction of sugar in the first 2 years of life and to characterize the methodological features of the studies included. Population, Concept, and Context strategy (PCC) was adopted to identify relevant studies published up to February 2025 using PubMed, Scopus, Dentistry and Oral Sciences Source, and Web of Science databases. Any interventional or observational study investigating associated or risk factors for the early introduction of sugar in the first 2 years of age was eligible. The study had no funding, and the protocol was not registered. In total, 348 articles were suitable for initial screening of title and abstracts; 118 were submitted to full-text analysis, identifying 19 papers involving 43,622 children from Europe (n = 6), North America (n = 5), South America (n = 3), Asia (n = 3), and Oceania (n = 2). Considerable methodological variation was found between studies, particularly in study design, data collection instruments, and types of sugar investigated. The introduction of sugar was earlier among children from regions with greater socioeconomic inequalities and from mothers with lower level of education, younger age, single mothers, and higher number of siblings. Additionally, behavioral risk factors identified included higher parental sugar consumption, maternal smoking, and shorter breastfeeding duration.

Key messages: The risk factors identified in this scoping review can inform the planning of future strategies to prevent sugar consumption in the first 2 years of life. Furthermore, substantial methodological variations identified across studies may guide researchers in developing future research in this field.

背景:不同国家早期食糖消费的危险因素尚未被彻底绘制出来,因此很难计划干预措施。摘要:这篇范围综述的目的是绘制出两岁前摄入糖的危险因素的证据,并描述所纳入研究的方法学特征。采用人口、概念和背景策略(PCC)确定截至2025年2月发表的相关研究,使用PubMed、Scopus、Dentistry and Oral Sciences Source和Web of Science数据库。任何介入性或观察性研究,调查在两岁前早期引入糖的相关或危险因素,都是符合条件的。这项研究没有资金支持,也没有注册方案。共有348篇文章适合进行标题和摘要的初步筛选;118篇纳入全文分析,其中19篇涉及43,622名儿童,分别来自欧洲(n=6)、北美(n=5)、南美(n=3)、亚洲(n=3)和大洋洲(n=2)。在研究之间发现了相当大的方法差异,特别是在研究设计、数据收集工具和所调查的糖类型方面。在社会经济不平等程度较高的地区,以及受教育程度较低、年龄较小、单身母亲和兄弟姐妹较多的地区,孩子们更早接触到糖。此外,确定的行为风险因素包括父母糖摄入量较高、母亲吸烟和母乳喂养时间较短。关键信息:在这次范围审查中确定的风险因素可以为未来的战略规划提供信息,以防止在生命的头两年摄入糖。此外,在研究中发现的大量方法差异可能指导研究人员在该领域开展未来的研究。
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引用次数: 0
Asthma, Medication Use, and Dental Caries in Adolescents: A Population-Based Study. 青少年哮喘、药物使用和龋齿:一项基于人群的研究
IF 2.6 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-07-24 DOI: 10.1159/000547594
Francien Veenman, Sione Tibbertsma, Eppo B Wolvius, Fernando Rivadeneira, Liesbeth Duijts, Lea Kragt

Introduction: Asthma and dental caries may be linked through frequent mouth breathing and the use of inhaled asthma medication. However, the current literature is inconclusive on whether asthma or asthma medications increase the risk of dental caries in permanent dentition. This study aimed to investigate whether asthma, the age of asthma onset, and the use of asthma medications are associated with the caries experience of 13-year-old adolescents.

Methods: This study was embedded in the Generation R Study, a population-based prospective cohort. Data on asthma, asthma medication use, and potential confounders were collected through parental questionnaires. Dental caries in the permanent dentition was defined by the Decayed, Missing, and Filled Teeth (DMFT) index. Hurdle-negative binomial regression models were used to examine the associations between asthma variables and dental caries.

Results: In the study population (n = 3,356, 13.6 ± 0.34 years, 48.8% male), the prevalence of dental caries was 35.2% and the prevalence of ever diagnosed with asthma 15.3%. The results showed no associations between (current) asthma, age at asthma onset, or asthma medication use at 13 years and risk of dental caries (OR [95% CI] ranging from 0.64 [0.41-1.02] to 1.27 [0.79-2.05]).

Conclusion: As the largest study conducted to date in adolescents, no associations were found between asthma or asthma medication and dental caries, consistent with findings across multiple large, population-based cohort studies, underscoring the strength of these findings.

哮喘和龋齿可能与频繁的口呼吸和吸入哮喘药物有关。然而,目前的文献对哮喘或哮喘药物是否会增加恒牙龋齿的风险尚无定论。本研究旨在探讨哮喘、哮喘发病年龄和哮喘药物的使用是否与13岁青少年的龋齿经历有关。方法:本研究纳入基于人群的前瞻性队列研究——R世代研究。通过父母问卷收集有关哮喘、哮喘药物使用和潜在混杂因素的数据。恒牙的龋病由龋缺补指数(DMFT)来定义。使用障碍负二项回归模型来检验哮喘变量与龋齿之间的关系。结果研究人群(n=3356人,年龄13.6±0.34岁,男性48.8%)龋患病率为35.2%,曾诊断为哮喘的患病率为15.3%。结果显示(当前)哮喘、哮喘发病年龄或13岁时使用哮喘药物与龋齿风险之间没有关联(or (95% CI)范围为0.64(0.41-1.02)至1.27(0.79-2.05))。作为迄今为止在青少年中进行的最大规模的研究,哮喘或哮喘药物与龋齿之间没有关联,这与多个基于人群的大型队列研究的结果一致,强调了这些发现的强度。
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引用次数: 0
Can Plaque Indices Effectively Indicate the True Amount of Plaque? 斑块指数能有效地显示斑块的真实数量吗?
IF 2.6 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-07-21 DOI: 10.1159/000547456
Katja Jung, Franziska Eilert, Carolina Ganss

Introduction: Clinical plaque indices are well-established methods for quantifying the effects of plaque control, for example, with different toothbrush types. However, effect sizes observed in such studies depend on the index used. Therefore, this study aimed to evaluate how Turesky-modified Quigley-Hein Plaque Index (T-QHPI), Rustogi-modified Navy Plaque Index (RMNPI), and RMNPI modified by Bretz (RMNPI-Bretz) scores correspond to actual plaque amounts.

Methods: Thirty participants, 24.0 ± 4.1 years old, were included. Following 72 h without oral hygiene and after subsequent habitual toothbrushing, disclosed plaque (Mira-2-Ton®) was captured using intraoral scans (Carestream 3800). Scoring grids corresponding to the indices were projected onto standardised images on the oral and vestibular sides of the Ramfjord teeth (16, 21, 24, 36, 41, and 44) and scored. Afterwards, actual plaque coverage was quantified planimetrically (P%).

Results: All methods yield significant plaque reduction after brushing (P%: 42.1 ± 14.0%, T-QHPI: 32.7 ± 9.5%, RMNPI: 19.7 ± 9.5%, RMNPI-Bretz: 30.2 ± 9.9; p ≤ 0.001 each). However, Bland-Altman analysis revealed distinct systematic and proportional biases in relation to P%. As P% was not linearly related to the index values, equations were derived, enabling the conversion into actual plaque coverage. Those were applied to T-QHPI and RMNPI data from the literature to allow a deeper understanding of effect sizes.

Conclusions: Plaque indices only partially reflect actual plaque coverage. Compared to RMNPI, T-QHPI and RMNPI-Bretz gave closer agreement with the planimetric measurements. These findings highlight the limitations of traditional plaque indices in accurately representing plaque reduction, while offering a new approach to enhance the interpretability of oral hygiene studies.

目的:临床菌斑指数是量化菌斑控制效果的成熟方法,例如使用不同类型的牙刷。然而,在这些研究中观察到的效应大小取决于所使用的指数。因此,他的研究旨在评估turesky修正的Quigley-Hein斑块指数(T-QHPI)、rustogi修正的Navy斑块指数(RMNPI)和Bretz修正的RMNPI (RMNPI-Bretz)评分与实际斑块数量的对应关系。方法:30例患者,年龄24±4岁。在72小时不进行口腔卫生和随后的习惯性刷牙后,使用口腔内扫描(Carestream 3800)捕获暴露的牙菌斑(Mira-2-Ton®)。将指数对应的评分网格投影到Ramfjord牙齿(16、21、24、36、41和44)口腔和前庭侧面的标准化图像上并进行评分。之后,对实际斑块覆盖率进行平面量化(P%)。结果:所有方法均能显著减少牙菌斑(P%: 42.1±14.0%,T-QHPI: 32.7±9.5%,RMNPI: 19.7±9.5%,RMNPI- bretz: 30.2±9.9;p≤0.001)。然而,Bland-Altman分析揭示了与P%相关的明显的系统和比例偏差。由于P%与指标值没有线性关系,因此推导了方程,使其能够转化为实际的斑块覆盖率。这些应用于文献中的T-QHPI和RMNPI数据,以便更深入地了解效应大小。结论:斑块指数只能部分反映斑块的实际覆盖范围。与RMNPI相比,T-QHPI和RMNPI- bretz更接近平面测量值。临床意义:这些发现强调了传统菌斑指数在准确反映菌斑减少方面的局限性,同时提供了一种新的方法来提高口腔卫生研究的可解释性。
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引用次数: 0
Is the Number of Teeth in Mouth an Indicator of Caries in Childhood? A Birth Cohort Study. 口腔中牙齿的数量是儿童龋齿的指标吗?一项出生队列研究。
IF 2.6 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-07-18 DOI: 10.1159/000547511
Júlia Freire Danigno, Marina da Costa Rocha, Mariana Cadermatori, Mariangela Freitas da Silveira, Flávio Fernando Demarco

Introduction: Early childhood caries (ECC) is a significant public health issue, affecting nearly half of children worldwide. Severe ECC (S-ECC) is characterized by smooth-surface caries in children under 3 years old. Early dental eruption has been linked to a higher risk of ECC, as teeth are exposed to cariogenic environments longer. This study analyzes the association between the number of teeth at 12 and 24 months and the presence of S-ECC at 4 years of age.

Methods: Data were obtained from the 2015 Pelotas Birth Cohort, which included all children born in Pelotas, Brazil, in 2015. The number of teeth at 12 and 24 months, reported by mothers, was the primary exposure, and S-ECC at 4 years was the outcome. Sugar consumption was analyzed as a potential mediator. Confounders included maternal education, family income, and child sex. Mediation analysis was conducted using PARAMED, and Poisson regression with robust variance estimated prevalence ratios, adjusting for confounders. A significance level of 0.05 was used.

Results: The number of teeth at 12 and 24 months was positively associated with S-ECC at 4 years. However, the sugar consumption trajectory did not mediate these relationships.

Conclusion: This study highlights a significant association between the number of teeth in early life and S-ECC development, independent of sugar consumption.

儿童早期龋齿(ECC)是一个重大的公共卫生问题,影响着全世界近一半的儿童。严重ECC (S-ECC)以3岁以下儿童的光滑表面龋为特征。由于牙齿暴露在龋齿环境中的时间较长,早期萌牙与ECC的风险较高有关。本研究分析了12个月和24个月时牙齿数量与4岁时出现S-ECC之间的关系。方法:数据来自2015年佩洛塔斯出生队列,其中包括2015年在巴西佩洛塔斯出生的所有儿童。母亲报告的12个月和24个月时的牙齿数量是主要暴露,4岁时的S-ECC是结果。糖的消耗被分析为潜在的中介。混杂因素包括母亲教育、家庭收入和儿童性别。使用PARAMED进行中介分析,并使用稳健方差泊松回归估计患病率,调整混杂因素。采用0.05的显著性水平。结果:12月龄和24月龄牙数与4年S-ECC呈正相关。然而,糖消费轨迹并没有调节这些关系。结论:本研究强调了生命早期牙齿数量与S-ECC发展之间的显著关联,而不依赖于糖的摄入。
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引用次数: 0
Reliability of an Artificial Intelligence Software in the Detection of Approximal Caries Lesions Using Bitewing Radiographs. 人工智能软件在使用咬牙x线片检测近似龋齿病变中的可靠性。
IF 2.6 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-07-04 DOI: 10.1159/000547245
Liina Piipari, Vuokko Anttonen, Adrian Lussi, Marja-Liisa Laitala, Tarja Tanner, Saujanya Karki

Introduction: This study evaluates the reliability of an artificial intelligence (AI) software for detecting approximal caries lesions of different depth on bitewing radiographs.

Methods: A total of 40 bitewing radiographs consisting of 288 teeth (576 approximal surfaces) were selected for analysis. Utilising the International Caries Detection and Assessment System radiographic scoring system, five dentists established a consensus on the assessment of all radiographs, serving as the gold standard of this study. These radiographs were later analysed using an AI software (Nostic software®), and the detection results were compared to the established ground truth.

Results: The area under the curve (AUC), accuracy, sensitivity, specificity, positive predictive values, negative predictive values, and F1 scores were computed. A total of 246 surfaces were included for the detection of enamel lesions (D 1-2) while 341 surfaces were assed for dentinal lesions (D 3-4) and for both enamel and dentinal lesions (D 1-4). The accuracy (95% confidence interval) for detecting enamel lesions (D 1-2) was 0.78 (0.72-0.83), for dentinal lesions (D 3-4) was 0.85 (0.80-0.88) and for both enamel and dentinal lesions (D 1-4) was 0.77 (0.73-0.81). Correspondingly, the AUC (95% confidence interval) values for detecting enamel lesions (D 1-2), dentinal lesion (D 3-4) and both enamel and dentinal lesions (D 1-4) were 0.70 (0.65-0.76), 0.81 (0.75-0.87), 0.75 (0.71-0.80), respectively.

Conclusion: In conclusion, the performance of the AI software in detecting proximal caries lesions of varying depths on bitewing radiographs was found to be decent when compared to the gold standard. This AI software has the potential to serve as an effective tool to support diagnosing initial caries in bitewing images for dental practitioners.

简介:本研究评估了人工智能(AI)软件在咬颌x线片上检测不同深度近似龋损的可靠性。材料:选取288颗牙齿(576个近似表面)共40张咬翼x线片进行分析。利用国际龋齿检测和评估系统(International龋齿检测和评估系统)的x射线评分系统,五位牙医对所有x射线片的评估达成共识,作为本研究的金标准。随后使用人工智能软件(Nostic软件®)对这些x光片进行分析,并将检测结果与既定的真实值进行比较。结果与讨论:计算曲线下面积、准确性、敏感性、特异性、阳性预测值、阴性预测值及f1评分。共有246个表面用于检测牙釉质病变(d1 -2), 341个表面用于检测牙本质病变(d3 -4)和牙釉质和牙本质病变(d1 -4)。牙釉质病变(d1 -2)的准确率(95%置信区间)为0.78(0.72-0.83),牙本质病变(d3 -4)的准确率为0.85(0.80 - 0.88),牙釉质和牙本质病变(d1 -4)的准确率为0.77(0.73 -0.81)。相应的,检测牙釉质病变(d1 -2)、牙釉质病变(d3 -4)和牙釉质和牙本质病变(d1 -4)的曲线下面积(AUC)(95%置信区间)值分别为0.70(0.65 -0.76)、0.81(0.75 - 0.87)、0.75(0.71 - 0.80)。结论:综上所述,与金标准相比,人工智能软件在咬翼x线片上检测不同深度的近端龋齿病变的性能是不错的。这种人工智能软件有潜力作为一种有效的工具,支持牙科医生在咬牙图像中诊断最初的龋齿。
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引用次数: 0
Advancements in Caries Diagnostics Using Bitewing Radiography: A Systematic Review of Deep Learning Approaches. 利用咬翼放射学诊断龋齿的进展:深度学习方法的系统综述。
IF 2.6 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-06-22 DOI: 10.1159/000546448
Kristof Sebastian Hansson Horvath, Nils Roar Gjerdet, Xie-Qi Shi

Introduction: Deep learning techniques have emerged as promising tools for enhancing the radiographic diagnosis of caries, particularly when utilizing bitewing radiographs.

Methods: Following the PRISMA guidelines, a systematic review was conducted to assess the use of deep learning for caries diagnosis in bitewing radiographs. Literature searches were performed across Web of Science and PubMed databases for studies published before March 2025 that utilized deep learning for caries detection, segmentation, and classification using bitewing radiographs. Data extraction focused on model architectures, dataset characteristics, annotation processes, diagnostic performance metrics, and potential biases, as assessed by the QUADAS-2.

Results: Twenty-three studies met the inclusion criteria, encompassing caries detection, segmentation, and severity classification. The most frequently applied deep learning models were classification models, such as ResNet and detection models, such as YOLO architectures. Dataset sizes varied widely, ranging from 112 to 8,539 images. Most studies reported high diagnostic performance, with accuracies ranging from 70% to 99%. Some AI models outperformed or matched the performance of human experts, particularly in detecting advanced carious lesions. However, considerable variability was observed in model architectures, dataset characteristics, the applied diagnostic performance metrics, and reporting standards. The risk of bias assessment revealed concerns in patient selection, index test interpretation, and reference standards, with all studies rated as having a high risk of bias in at least one domain.

Conclusion: The review identified challenges in currently developed deep learning models regarding methodological heterogeneity, lack of standardization, limited dataset diversity, insufficient clinical validation, and concerns about bias and data transparency. Nevertheless, all studies concluded that deep learning models are promising as an assistive diagnostic tool in caries diagnostics using bitewing radiography.

深度学习技术已经成为增强龋齿放射诊断的有前途的工具,特别是在使用咬翼x线片时。方法:遵循PRISMA指南,系统评价深度学习在咬翼x线片龋病诊断中的应用。研究人员在Web of Science和PubMed数据库中检索了2025年3月之前发表的利用深度学习技术进行龋齿检测、分割和分类的研究。根据QUADAS-2的评估,数据提取主要集中在模型架构、数据集特征、注释过程、诊断性能指标和潜在偏差上。结果:23项研究符合纳入标准,包括龋齿检测、分割和严重程度分类。最常用的深度学习模型是分类模型,如ResNet和检测模型,如YOLO架构。数据集大小变化很大,从112到8539张图像不等。大多数研究报告了较高的诊断效能,准确率在70%到99%之间。一些人工智能模型的表现超过或匹配人类专家的表现,特别是在检测晚期龋齿病变方面。然而,在模型架构、数据集特征、应用诊断性能指标和报告标准方面观察到相当大的差异。偏倚风险评估揭示了对患者选择、指标试验解释和参考标准的关注,所有研究至少在一个领域被评为具有高偏倚风险。结论:本综述确定了当前开发的深度学习模型面临的挑战,包括方法异质性、缺乏标准化、数据集多样性有限、临床验证不足以及对偏倚和数据透明度的担忧。尽管如此,所有的研究都得出结论,深度学习模型很有希望作为一种辅助诊断工具,用于使用咬翼放射学进行龋齿诊断。
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引用次数: 0
Older Adults' Salivary Proteomic Is Reshaped by Caries Disease Severity. 老年人的唾液蛋白质组被龋齿疾病的严重程度重塑。
IF 2.9 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-06-19 DOI: 10.1159/000546940
Natália Teixeira Tavares Branco, Lucas Rodrigues-Ribeiro, Natália Pinto Almeida, Frederico Omar Gleber Netto, Fábio César Sousa Nogueira, Cláudia Silami Magalhães, Thiago Verano-Braga, Ivana Márcia Alves Diniz

Introduction: Dental caries is a disease with high prevalence and concern worldwide, especially among the elderly population. Considering the impact of saliva on the disease development process, protein biomarkers may be potentially useful to monitor the clinical course of the disease.

Methods: This study recorded clinical data and conducted a proteomic analysis of the saliva of eighty elderly individuals (60-84 years). Participants were classified into a no active caries (NC) group and low caries activity (LC) and high caries activity (HC) groups. We hypothesized that the protein profile between the groups would be different and could be used to learn about disease progression and identify potential markers for caries severity in the aged population. All participants had their unstimulated total saliva collected for 5 min. Further correlations were tested to find target proteins strongly linked to clinical variables of caries disease, i.e., the visible dental plaque index, root caries experience, salivary flow, buffering capacity and pH, and percentage of sugar intake. To achieve this, groups with different dental caries statuses were compared.

Results: In total, 1,299 proteins were identified, of which 665 could be quantified in all samples. Of these, 16 proteins had statistically different abundances between the groups with and without dental caries activity (p < 0.05; fold-change [FC] 1.23). Furthermore, 31 proteins differentially regulated in saliva, including 22 downregulated and 9 upregulated proteins, were found in the HC group compared with the LC group (p < 0.05; FC 1.23). When correlated with caries disease-related clinical parameters, 87 candidates were identified and 19 maintained significances from the primary data analysis (p < 0.05). In the gene ontology analysis, most of the regulated proteins were related to innate immunity processes, calcium ions activity, action against bacteria, and cell adhesion.

Conclusion: This study identified potential proteins that may help distinguish different caries activity status on people over 60 years of age. Ultimately, future studies could investigate whether the differential abundance of regulated proteins is a result of the caries process itself or the underlying factors that contribute to its development.

简介:龋齿是一种在世界范围内,尤其是在老年人群中普遍存在的高发疾病。考虑到唾液对疾病发展过程的影响,蛋白质生物标志物可能对监测疾病的临床过程有潜在的用处。方法:本研究记录了80例老年人(60-84岁)的临床资料并对其唾液进行了蛋白质组学分析。参与者被分为无活动性龋齿(NC)组、低龋活动性(LC)组和高龋活动性(HC)组。我们假设两组之间的蛋白质谱是不同的,可以用来了解疾病进展和识别老年人群中蛀牙严重程度的潜在标记。所有参与者的唾液都被收集了五分钟。进一步的相关性测试发现目标蛋白与龋齿疾病的临床变量密切相关,即可见牙菌斑指数、牙根龋齿经历、唾液流量、缓冲能力和pH值以及糖摄入量百分比。为了达到这个目的,我们比较了不同龋病状况的两组。结果:共鉴定出1299个蛋白,其中665个蛋白在所有样品中均可定量。其中有16种蛋白的丰度在有无龋活动组间有统计学差异(p < 0.05;fold-change (FC) 1.23。HC组与LC组相比,在唾液中有31个差异表达蛋白,其中下调22个,上调9个(p < 0.05;fold-change (FC) 1.23。在与龋病相关临床参数的相关性分析中,有87个候选体被识别出来,其中19个候选体在初步数据分析中保持显著性(p < 0.05)。在基因本体论分析中,大多数受调节的蛋白与先天免疫过程、钙离子活性、抗细菌作用和细胞粘附有关。结论:本研究确定了可能有助于区分60岁以上人群不同龋活动状态的潜在蛋白质。最终,未来的研究可能会调查受调节蛋白丰度的差异是龋病过程本身的结果,还是导致其发展的潜在因素。
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引用次数: 0
New Insights into the Interaction of Sugarcane Cystatin (CaneCPI-5) with the Surface of Hydroxyapatite through Molecular Dynamics Simulations. 通过分子动力学模拟研究甘蔗胱抑素(CaneCPI-5)与羟基磷灰石表面相互作用的新见解
IF 2.6 2区 医学 Q1 DENTISTRY, ORAL SURGERY & MEDICINE Pub Date : 2025-06-13 DOI: 10.1159/000546942
Carolina Ruis Ferrari, Tiago Espinosa de Oliveira, Flávio Henrique-Silva, Marília Afonso Rabelo Buzalaf, Paulo Augusto Netz

Introduction: This study conducted a molecular dynamics simulation to elucidate the interactions in silico between a sugarcane cystatin (CaneCPI-5) and hydroxyapatite, aiming to deepen the understanding of its potential role in modulating the dental enamel demineralization process.

Methods: The CaneCPI-5 protein structure was modeled using homology with SWISS-MODEL, based on the multicystatin template PDB-ID 4LZI. Molecular dynamics simulations were conducted with the protein positioned randomly in a box containing a hydroxyapatite surface (001 face). Molecular dynamics simulations were then carried out for 500 ns with control of temperature and pressure using the GROMACS package. The free energy of interaction between CaneCPI-5 and the hydroxyapatite surface was calculated using the MM/GBSA method based on trajectory frames.

Results: For several initial orientations, the protein rapidly migrated to anchor to the surface, ensuring minimal distance between its amino acid residues and the surface. Most residues interacting with the surface phosphates were positively charged. Arginine 81, alanine 105 and arginine 107 were found to be key residues. During the simulations, similar values were observed for all orientations in terms of root-mean-square deviation, radius of gyration, and root mean square fluctuation. The free energy calculation showed strong protein-hydroxyapatite interactions, except for one of the initial orientations.

Conclusion: This study demonstrates that CaneCPI-5 has affinity for hydroxyapatite surfaces, with positively charged residues, particularly arginine. The stable binding observed throughout the simulations suggests that this protein may contribute to mechanisms that influence the integrity of dental enamel in demineralizing conditions.

本研究通过分子动力学模拟研究甘蔗胱抑素(CaneCPI-5)与羟基磷灰石之间的相互作用,旨在加深对其在调节牙釉质脱矿过程中的潜在作用的理解。方法:基于多聚抑素模板PDB-ID 4LZI,利用SWISS-MODEL同源性建模CaneCPI-5蛋白结构。将蛋白质随机放置在含有羟基磷灰石表面(001面)的盒子中进行分子动力学模拟。然后使用GROMACS包在温度和压力控制下进行500 ns的分子动力学模拟。采用基于轨迹框架的MM/GBSA方法计算了CaneCPI-5与羟基磷灰石表面相互作用的自由能。结果:对于几个初始方向,蛋白质迅速迁移到锚定到表面,确保其氨基酸残基与表面之间的距离最小。大多数与表面磷酸盐相互作用的残基带正电。精氨酸81、丙氨酸105和精氨酸107是关键残基。在模拟过程中,所有方向的均方根偏差、旋转半径和均方根波动值都相似。自由能计算表明,除了一个初始取向外,蛋白质与羟基磷灰石的相互作用很强。结论:本研究表明CaneCPI-5对羟基磷灰石表面具有亲和力,带有正电残基,特别是精氨酸。在整个模拟过程中观察到的稳定结合表明,这种蛋白质可能有助于在脱矿条件下影响牙釉质完整性的机制。
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Caries Research
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