Pub Date : 2025-12-12eCollection Date: 2025-01-01DOI: 10.3389/fdmed.2025.1737941
Juan Carlos Hernández-Cabanillas, Louis Hardan, Carlos Enrique Cuevas-Suárez, Iván Olivares-Acosta, Anh Tuan Dang, Vincenzo Tosco, Naji Kharouf, Monika Lukomska-Szymanska, Youssef Haikel, Rim Bourgi
Background: Understanding the performance of calcium silicate-based pulp capping materials is essential for clinicians seeking to preserve pulp vitality in cases of carious exposure, dental trauma, or developmental defects.
Objective: This study aimed to compare the physicochemical and biological properties of four pulp capping materials: Mineral Trioxide Aggregate (MTA), Biodentine®, TheraCal LC, and TheraCal PT.
Methods: Compressive strength, shear bond strength to composite resin, radiopacity, in vitro biomineralization, and cytocompatibility with human dental pulp stem cells (hDPSCs) were evaluated under standardized conditions. Statistical analysis was performed using one-way analysis of variance (ANOVA) and Tukey's post hoc test (α = 0.05).
Results: TheraCal PT exhibited the highest compressive and bond strength (p < 0.001), while MTA showed the greatest radiopacity (p < 0.001). Biodentine and MTA demonstrated superior biomineralization with abundant calcium phosphate crystal formation. In cell viability assays, Biodentine and TheraCal PT performed similarly to the control (p > 0.024), whereas Biodentine and TheraCal LC showed significantly reduced viability (p < 0.001).
Conclusions: Resin-modified materials offer advantages in mechanical performance and bonding but may compromise biomineralization and biocompatibility. Water-based materials like MTA remain superior in bioactivity and cellular response. Clinicians should balance physical properties with biological outcomes when selecting pulp capping agents.
背景:了解硅酸钙基牙髓盖盖材料的性能对于临床医生在龋齿暴露、牙外伤或发育缺陷的情况下寻求保持牙髓活力至关重要。目的:比较三氧化矿物骨料(MTA)、Biodentine®、TheraCal LC和TheraCal pt四种盖髓材料的物理化学和生物学特性。方法:在标准化条件下评估抗压强度、与复合树脂的剪切结合强度、放射不透性、体外生物矿化以及与人牙髓干细胞(hDPSCs)的细胞相容性。统计学分析采用单因素方差分析(ANOVA)和Tukey事后检验(α = 0.05)。结果:TheraCal PT具有最高的抗压强度和结合强度(p p p > 0.024),而Biodentine和TheraCal LC的活力明显降低(p结论:树脂改性材料在机械性能和结合方面具有优势,但可能会损害生物矿化和生物相容性。像MTA这样的水基材料在生物活性和细胞反应方面仍然具有优势。临床医生在选择牙髓封盖剂时应平衡物理特性和生物学结果。
{"title":"Comparative evaluation of the physicochemical and biological properties of calcium silicate-based pulp capping materials.","authors":"Juan Carlos Hernández-Cabanillas, Louis Hardan, Carlos Enrique Cuevas-Suárez, Iván Olivares-Acosta, Anh Tuan Dang, Vincenzo Tosco, Naji Kharouf, Monika Lukomska-Szymanska, Youssef Haikel, Rim Bourgi","doi":"10.3389/fdmed.2025.1737941","DOIUrl":"10.3389/fdmed.2025.1737941","url":null,"abstract":"<p><strong>Background: </strong>Understanding the performance of calcium silicate-based pulp capping materials is essential for clinicians seeking to preserve pulp vitality in cases of carious exposure, dental trauma, or developmental defects.</p><p><strong>Objective: </strong>This study aimed to compare the physicochemical and biological properties of four pulp capping materials: Mineral Trioxide Aggregate (MTA), Biodentine®, TheraCal LC, and TheraCal PT.</p><p><strong>Methods: </strong>Compressive strength, shear bond strength to composite resin, radiopacity, <i>in vitro</i> biomineralization, and cytocompatibility with human dental pulp stem cells (hDPSCs) were evaluated under standardized conditions. Statistical analysis was performed using one-way analysis of variance (ANOVA) and Tukey's <i>post hoc</i> test (<i>α</i> = 0.05).</p><p><strong>Results: </strong>TheraCal PT exhibited the highest compressive and bond strength (<i>p</i> < 0.001), while MTA showed the greatest radiopacity (<i>p</i> < 0.001). Biodentine and MTA demonstrated superior biomineralization with abundant calcium phosphate crystal formation. In cell viability assays, Biodentine and TheraCal PT performed similarly to the control (<i>p</i> > 0.024), whereas Biodentine and TheraCal LC showed significantly reduced viability (<i>p</i> < 0.001).</p><p><strong>Conclusions: </strong>Resin-modified materials offer advantages in mechanical performance and bonding but may compromise biomineralization and biocompatibility. Water-based materials like MTA remain superior in bioactivity and cellular response. Clinicians should balance physical properties with biological outcomes when selecting pulp capping agents.</p>","PeriodicalId":73077,"journal":{"name":"Frontiers in dental medicine","volume":"6 ","pages":"1737941"},"PeriodicalIF":1.8,"publicationDate":"2025-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12741156/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145851889","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Tissue regeneration relies on the ingrowth of blood vessels from the host for the survival and functionalization of regenerated tissues. Any holdup in this process can threaten the viability of the transplanted progenitor cells, which in turn can hinder effective tissue regeneration. Dental pulp stem cells (DPSCs) are a promising candidate cell source for dental pulp regeneration due to their potential for odontogenic and endothelial differentiation, as well as angiogenic properties. This narrative review examines the mechanisms by which DPSCs regulate angiogenesis. DPSCs modulate angiogenesis through multiple mechanisms: direct differentiation into endothelial cells, paracrine secretion of angiogenic growth factors, and functioning as mural cells to stabilise the nascent vasculature formed. Furthermore, the physical and biological interaction between DPSCs and extracellular matrices modulate the process of angiogenesis. The primary focus is on the intricate, multifaceted aspects of dental pulp regeneration; however, broader aspects of general tissue regeneration were also highlighted. The angiogenic modulation by DPSCs holds significant potential for the formulation of strategies that integrate pro-angiogenic scaffolds and signalling molecules to address the challenges associated with dental pulp tissue regeneration.
{"title":"Angiogenic regulation of dental pulp stem cells.","authors":"Waruna Lakmal Dissanayaka, Nunthawan Nowwarote, Tanida Srisuwan, Sirawut Hiran-Us, Chatvadee Kornsuthisopon, Xiaofei Zhu, Thanaphum Osathanon","doi":"10.3389/fdmed.2025.1717150","DOIUrl":"10.3389/fdmed.2025.1717150","url":null,"abstract":"<p><p>Tissue regeneration relies on the ingrowth of blood vessels from the host for the survival and functionalization of regenerated tissues. Any holdup in this process can threaten the viability of the transplanted progenitor cells, which in turn can hinder effective tissue regeneration. Dental pulp stem cells (DPSCs) are a promising candidate cell source for dental pulp regeneration due to their potential for odontogenic and endothelial differentiation, as well as angiogenic properties. This narrative review examines the mechanisms by which DPSCs regulate angiogenesis. DPSCs modulate angiogenesis through multiple mechanisms: direct differentiation into endothelial cells, paracrine secretion of angiogenic growth factors, and functioning as mural cells to stabilise the nascent vasculature formed. Furthermore, the physical and biological interaction between DPSCs and extracellular matrices modulate the process of angiogenesis. The primary focus is on the intricate, multifaceted aspects of dental pulp regeneration; however, broader aspects of general tissue regeneration were also highlighted. The angiogenic modulation by DPSCs holds significant potential for the formulation of strategies that integrate pro-angiogenic scaffolds and signalling molecules to address the challenges associated with dental pulp tissue regeneration.</p>","PeriodicalId":73077,"journal":{"name":"Frontiers in dental medicine","volume":"6 ","pages":"1717150"},"PeriodicalIF":1.8,"publicationDate":"2025-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12738865/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145851891","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-10eCollection Date: 2025-01-01DOI: 10.3389/fdmed.2025.1603222
Christina Gummesson, Andreas Agouropoulos, Melanie Nasseripour
Introduction: Present literature on professionalism usually focuses on individual parts of professional identity development and mostly, as these are seen and are evaluated by the dental educators. When looking at professionalism and in particular professional identity formation, It is extremely important to listen to the voice of the students regarding their thoughts, attitudes, beliefs and ideas about how to become ethical, compassionate, and culturally competent oral health professionals. The aim of this meta-ethnographic review was therefore to explore students' perspective on learning activities regarding professionalism.
Methods: A review of the literature was conducted following the PRISMA guidelines to identify qualitative studies on professionalism teaching, focusing on dental students, covering from 2010 up to May 2024. Critical appraisal of the articles was conducted by 2 researchers using the Joana Briggs Institute and the McGill Mixed Methods Appraisal Tools. We then applied the meta-ethnographic methodology defining our aim, and proceeding with in depth reading, relating and translating of first and second order point of views before drawing our own salient themes.
Results: From the initial 6,995 studies, 11 were included in the analysis. The studies represented 6 different countries, 8 were of high and 3 of moderate quality. A conceptual preliminary matrix was developed based on the first reading and then used to compare quotations from the different studies. The overall themes in the conceptual model were phrased "Intentionality" and "Learning Context". The analysis of the quotations from the informants (first order) and the researchers (second order) yielded five sub-themes: changed self-awareness, perseverance, safe learning environment, authenticity, and shifting perspective.
Discussion: Dental educators should understand the students' perspective and needs for professional identity formation and understand their own position as role models towards this direction. Dental education should be a safe learning environment where multiple stimuli provided together with reflection and exchange of thoughts guided by educators, enhance development of students' professional behaviour.
{"title":"Dental students' perspective on learning activities regarding professionalism. A meta ethnographic review.","authors":"Christina Gummesson, Andreas Agouropoulos, Melanie Nasseripour","doi":"10.3389/fdmed.2025.1603222","DOIUrl":"10.3389/fdmed.2025.1603222","url":null,"abstract":"<p><strong>Introduction: </strong>Present literature on professionalism usually focuses on individual parts of professional identity development and mostly, as these are seen and are evaluated by the dental educators. When looking at professionalism and in particular professional identity formation, It is extremely important to listen to the voice of the students regarding their thoughts, attitudes, beliefs and ideas about how to become ethical, compassionate, and culturally competent oral health professionals. The aim of this meta-ethnographic review was therefore to explore students' perspective on learning activities regarding professionalism.</p><p><strong>Methods: </strong>A review of the literature was conducted following the PRISMA guidelines to identify qualitative studies on professionalism teaching, focusing on dental students, covering from 2010 up to May 2024. Critical appraisal of the articles was conducted by 2 researchers using the Joana Briggs Institute and the McGill Mixed Methods Appraisal Tools. We then applied the meta-ethnographic methodology defining our aim, and proceeding with in depth reading, relating and translating of first and second order point of views before drawing our own salient themes.</p><p><strong>Results: </strong>From the initial 6,995 studies, 11 were included in the analysis. The studies represented 6 different countries, 8 were of high and 3 of moderate quality. A conceptual preliminary matrix was developed based on the first reading and then used to compare quotations from the different studies. The overall themes in the conceptual model were phrased \"Intentionality\" and \"Learning Context\". The analysis of the quotations from the informants (first order) and the researchers (second order) yielded five sub-themes: changed self-awareness, perseverance, safe learning environment, authenticity, and shifting perspective.</p><p><strong>Discussion: </strong>Dental educators should understand the students' perspective and needs for professional identity formation and understand their own position as role models towards this direction. Dental education should be a safe learning environment where multiple stimuli provided together with reflection and exchange of thoughts guided by educators, enhance development of students' professional behaviour.</p>","PeriodicalId":73077,"journal":{"name":"Frontiers in dental medicine","volume":"6 ","pages":"1603222"},"PeriodicalIF":1.8,"publicationDate":"2025-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12727635/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145835513","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-05eCollection Date: 2025-01-01DOI: 10.3389/fdmed.2025.1722055
Mahrukh Javed, Mehmood Asghar, Zainab Qasim Butt, Saood Khan Lodhi, Shahzad Ahmad, Muhammad Amber Fareed, Muhammad Kaleem
Background: This study aimed to compare the bracket failure of metal and ceramic orthodontic brackets bonded with two different adhesives using the conventional shear bond test and a custom-made toothbrush simulator.
Methods: Forty-eight bovine teeth were extracted, bracketed, pH-cycled (14 days), randomly divided into four groups: metallic brackets bonded with B&E bonding agent (MB) and OrthoVita (MO), and ceramic brackets bonded with the B&E (CB) and the OrthoVita (CO). The bracket failure was evaluated with a universal testing machine (UTM) and a custom-made toothbrush simulator (TBS) (n = 6). Similarly, the amount of adhesive remaining on the bracket following debonding was evaluated using the Adhesive Remnant Index (ARI). Statistical Package for Social Sciences (SPSS) version 22 was used for statistical analysis. A two-way ANOVA was used for shear bond testing, while Fishers Exact test was used for the comparison of toothbrush simulator results.
Results: The mean values of shear bond strengths (± SE) were MB 58.32 ± 4.48 MPa, MO 22.57 ± 5.64 MPa, CB 27.36 ± 2.66 MPa, and lastly, CO 12.54 ± 3.64 MPa (p < 0.001). In the case of toothbrush simulation, all the samples remained intact in the group MB following 75,000 cycles. In group MO: two samples debonded < 10,000 cycles, four remained intact. In CB, three samples debonded < 10,000 cycles, one debonded < 20,000-30,000 cycles, and only two samples remained intact. In the CO group four samples debonded < 10,000 cycles, while two samples remained intact.
Conclusion: Metallic brackets and B&E Universal adhesive showed superior results. MB proved to have the strongest bonding comparatively.
背景:本研究采用传统的剪切粘结试验和定制的牙刷模拟器,比较两种不同粘接剂粘结金属和陶瓷正畸托槽的托槽失效情况。方法:选取48颗拔牙、托槽、ph循环(14 d)的牛牙,随机分为4组:金属托槽与B&E粘接剂(MB)和OrthoVita (MO)结合,陶瓷托槽与B&E粘接剂(CB)和OrthoVita (CO)结合。使用通用试验机(UTM)和定制牙刷模拟器(TBS)评估支架失效(n = 6)。同样,使用残余粘接剂指数(ARI)评估脱粘后支架上残留的粘接剂量。使用社会科学统计软件包(SPSS)第22版进行统计分析。剪切键合检验采用双向方差分析,牙刷模拟器结果比较采用fisher精确检验。结果:抗剪强度(±SE)的平均值为MB 58.32±4.48 MPa, MO 22.57±5.64 MPa, CB 27.36±2.66 MPa, CO 12.54±3.64 MPa (p)结论:金属托槽与B&E万能胶效果较好。相对而言,MB具有最强的成键性。
{"title":"<i>In vitro</i> assessment of toothbrushing effects on orthodontic bracket debonding: comparing stainless steel and ceramic brackets with two adhesive systems.","authors":"Mahrukh Javed, Mehmood Asghar, Zainab Qasim Butt, Saood Khan Lodhi, Shahzad Ahmad, Muhammad Amber Fareed, Muhammad Kaleem","doi":"10.3389/fdmed.2025.1722055","DOIUrl":"10.3389/fdmed.2025.1722055","url":null,"abstract":"<p><strong>Background: </strong>This study aimed to compare the bracket failure of metal and ceramic orthodontic brackets bonded with two different adhesives using the conventional shear bond test and a custom-made toothbrush simulator.</p><p><strong>Methods: </strong>Forty-eight bovine teeth were extracted, bracketed, pH-cycled (14 days), randomly divided into four groups: metallic brackets bonded with B&E bonding agent (MB) and OrthoVita (MO), and ceramic brackets bonded with the B&E (CB) and the OrthoVita (CO). The bracket failure was evaluated with a universal testing machine (UTM) and a custom-made toothbrush simulator (TBS) (<i>n</i> = 6). Similarly, the amount of adhesive remaining on the bracket following debonding was evaluated using the Adhesive Remnant Index (ARI). Statistical Package for Social Sciences (SPSS) version 22 was used for statistical analysis. A two-way ANOVA was used for shear bond testing, while Fishers Exact test was used for the comparison of toothbrush simulator results.</p><p><strong>Results: </strong>The mean values of shear bond strengths (± SE) were MB 58.32 ± 4.48 MPa, MO 22.57 ± 5.64 MPa, CB 27.36 ± 2.66 MPa, and lastly, CO 12.54 ± 3.64 MPa (<i>p</i> < 0.001). In the case of toothbrush simulation, all the samples remained intact in the group MB following 75,000 cycles. In group MO: two samples debonded < 10,000 cycles, four remained intact. In CB, three samples debonded < 10,000 cycles, one debonded < 20,000-30,000 cycles, and only two samples remained intact. In the CO group four samples debonded < 10,000 cycles, while two samples remained intact.</p><p><strong>Conclusion: </strong>Metallic brackets and B&E Universal adhesive showed superior results. MB proved to have the strongest bonding comparatively.</p>","PeriodicalId":73077,"journal":{"name":"Frontiers in dental medicine","volume":"6 ","pages":"1722055"},"PeriodicalIF":1.8,"publicationDate":"2025-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12714883/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145806207","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Conventional Glass Ionomer Cement (GIC) is widely used in restorative dentistry due to its biocompatibility and fluoride release; however, its limited mechanical strength and bioactivity restrict its broader clinical applications. Reducing glass powder particle size represents a promising approach to enhancing its physicochemical performance.
Objective: To investigate the effect of glass powder particle size reduction on the physicochemical and mechanical properties of a conventional GIC.
Methods: Four groups of conventional GIC were prepared by modifying glass powder particle size through one- or two-step ball milling. Particle size distribution (PSD) and field emission scanning electron microscopy (FE-SEM) were used to verify particle morphology, while energy dispersive x-ray spectroscopy (EDX), x-ray diffraction (XRD), and Fourier-transform infrared spectroscopy (FTIR) confirmed chemical composition. The groups included: A - submicron (average 576.9 nm), B - nano (average 92.4 nm), C - hybrid (average 352.6 nm; composed of both nano and submicron particles), and D - control (936.8 nm, unmodified). Evaluations included pH, fluoride, and calcium ion release (over 28 days), initial setting time, compressive strength, and diametral tensile strength. Data were analyzed using one-way analysis of variance (ANOVA) with Tukey's honestly significant difference (HSD) test (p < 0.05).
Results: Group B (nano) exhibited the highest fluoride (8.4 ± 0.2 ppm at 3 h) and calcium ion release (1.3 ± 0.08 ppm at 3 h), and the most alkaline pH (6.6 ± 0.09 at day 28). Particle size reduction significantly increased ion release and pH over time but reduced compressive strength (99.02 ± 4.01 MPa) and prolonged setting time (426 ± 10.14 s). The hybrid group (Group C) demonstrated a balanced profile between ion release and mechanical strength, with no chemical alteration observed across groups.
Conclusion: Reducing GIC particle size to the nanoscale enhances ion release and alkalinity but compromises mechanical strength. A hybrid formulation incorporating both nano- and submicron-sized particles provides an optimal balance between bioactivity and strength, offering a promising direction for future development of GICs.
背景:传统玻璃离子水门合剂(GIC)因其生物相容性和氟化物释放性而广泛应用于牙科修复;然而,其有限的机械强度和生物活性限制了其广泛的临床应用。减小玻璃粉粒度是提高其物理化学性能的一种很有前途的方法。目的:研究玻璃粉粒径降低对常规GIC的理化性能和力学性能的影响。方法:采用一段或两段球磨法改变玻璃粉粒径,制备四组常规玻璃粉。采用粒径分布(PSD)和场发射扫描电镜(FE-SEM)对颗粒形貌进行了验证,并用能量色散x射线能谱(EDX)、x射线衍射(XRD)和傅里叶变换红外光谱(FTIR)对化学成分进行了验证。分组包括:A -亚微米(平均576.9 nm), B -纳米(平均92.4 nm), C -杂化(平均352.6 nm,由纳米和亚微米粒子组成),D -对照(936.8 nm,未经修饰)。评估包括pH值、氟化物和钙离子释放(超过28天)、初始凝固时间、抗压强度和直径抗拉强度。结果:B组(纳米组)氟化物含量最高(3 h时为8.4±0.2 ppm),钙离子释放量最高(3 h时为1.3±0.08 ppm),碱性pH值最高(28 d时为6.6±0.09)。随着时间的推移,粒径的减小显著增加了离子释放量和pH值,但降低了抗压强度(99.02±4.01 MPa),延长了凝结时间(426±10.14 s)。杂交组(C组)表现出离子释放和机械强度之间的平衡,各组之间没有观察到化学变化。结论:将GIC颗粒尺寸减小到纳米级可以提高离子释放和碱度,但会降低机械强度。结合纳米和亚微米颗粒的混合配方提供了生物活性和强度之间的最佳平衡,为未来GICs的发展提供了一个有希望的方向。
{"title":"Effect of particle size reduction on the physicochemical and mechanical properties of conventional glass ionomer cement.","authors":"Nozimjon Tuygunov, Farangis Abdurahimova, Sevara Rizaeva, Zohaib Khurshid, Arief Cahyanto, Myrna Nurlatifah Zakaria, Bakhtinur Khudanov","doi":"10.3389/fdmed.2025.1714410","DOIUrl":"10.3389/fdmed.2025.1714410","url":null,"abstract":"<p><strong>Background: </strong>Conventional Glass Ionomer Cement (GIC) is widely used in restorative dentistry due to its biocompatibility and fluoride release; however, its limited mechanical strength and bioactivity restrict its broader clinical applications. Reducing glass powder particle size represents a promising approach to enhancing its physicochemical performance.</p><p><strong>Objective: </strong>To investigate the effect of glass powder particle size reduction on the physicochemical and mechanical properties of a conventional GIC.</p><p><strong>Methods: </strong>Four groups of conventional GIC were prepared by modifying glass powder particle size through one- or two-step ball milling. Particle size distribution (PSD) and field emission scanning electron microscopy (FE-SEM) were used to verify particle morphology, while energy dispersive x-ray spectroscopy (EDX), x-ray diffraction (XRD), and Fourier-transform infrared spectroscopy (FTIR) confirmed chemical composition. The groups included: A - submicron (average 576.9 nm), B - nano (average 92.4 nm), C - hybrid (average 352.6 nm; composed of both nano and submicron particles), and D - control (936.8 nm, unmodified). Evaluations included pH, fluoride, and calcium ion release (over 28 days), initial setting time, compressive strength, and diametral tensile strength. Data were analyzed using one-way analysis of variance (ANOVA) with Tukey's honestly significant difference (HSD) test (<i>p</i> < 0.05).</p><p><strong>Results: </strong>Group B (nano) exhibited the highest fluoride (8.4 ± 0.2 ppm at 3 h) and calcium ion release (1.3 ± 0.08 ppm at 3 h), and the most alkaline pH (6.6 ± 0.09 at day 28). Particle size reduction significantly increased ion release and pH over time but reduced compressive strength (99.02 ± 4.01 MPa) and prolonged setting time (426 ± 10.14 s). The hybrid group (Group C) demonstrated a balanced profile between ion release and mechanical strength, with no chemical alteration observed across groups.</p><p><strong>Conclusion: </strong>Reducing GIC particle size to the nanoscale enhances ion release and alkalinity but compromises mechanical strength. A hybrid formulation incorporating both nano- and submicron-sized particles provides an optimal balance between bioactivity and strength, offering a promising direction for future development of GICs.</p>","PeriodicalId":73077,"journal":{"name":"Frontiers in dental medicine","volume":"6 ","pages":"1714410"},"PeriodicalIF":1.8,"publicationDate":"2025-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12705618/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145776564","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-27eCollection Date: 2025-01-01DOI: 10.3389/fdmed.2025.1700665
Abirami Thanigaimalai, Deepak Moses Ravindran, S K Balaji, B Bhuvaneswari, C SriSanjhanaa
Cytotoxic T Lymphocyte Associated Protein 4 is a T cell-associated receptor that serves as an immune checkpoint molecule, downregulating immunosurveillance and propagating immune homeostasis. Periodontitis influences the serum levels of CTLA-4, which in turn alters the T cell activation pathways, PD-1 pathways, and CD80 activation, which has a key role in antigen presentation and implicates the B cell-mediated antibody response in periodontitis. In contrast, this elevation in CTLA-4 affects various other systemic immuno-inflammatory disorders, predominantly cancer and the efficacy of its immunotherapy. In the current article, an extensive literature review is conducted to elicit the link between the elevation of CTLA-4 in periodontitis and its possible influence on systemic immune-inflammatory disorders and their related targeted immune therapies. After investigation, CTLA-4 and its molecular therapy were found to have a crucial role in altering cancer pathogenesis, immunotherapy, and the pathogenesis of autoimmune disorders. The current article elaborates on the immuno-inflammatory pathways, molecular links, and plausible mechanisms linking periodontitis-associated CTLA-4 elevation and CTLA-4-based molecular therapy, specifically focusing on cancer immunotherapy.
{"title":"CTLA-4 and targeted immunotherapy-a key link in the systemic influence of periodontitis: a mini review.","authors":"Abirami Thanigaimalai, Deepak Moses Ravindran, S K Balaji, B Bhuvaneswari, C SriSanjhanaa","doi":"10.3389/fdmed.2025.1700665","DOIUrl":"10.3389/fdmed.2025.1700665","url":null,"abstract":"<p><p>Cytotoxic T Lymphocyte Associated Protein 4 is a T cell-associated receptor that serves as an immune checkpoint molecule, downregulating immunosurveillance and propagating immune homeostasis. Periodontitis influences the serum levels of CTLA-4, which in turn alters the T cell activation pathways, PD-1 pathways, and CD80 activation, which has a key role in antigen presentation and implicates the B cell-mediated antibody response in periodontitis. In contrast, this elevation in CTLA-4 affects various other systemic immuno-inflammatory disorders, predominantly cancer and the efficacy of its immunotherapy. In the current article, an extensive literature review is conducted to elicit the link between the elevation of CTLA-4 in periodontitis and its possible influence on systemic immune-inflammatory disorders and their related targeted immune therapies. After investigation, CTLA-4 and its molecular therapy were found to have a crucial role in altering cancer pathogenesis, immunotherapy, and the pathogenesis of autoimmune disorders. The current article elaborates on the immuno-inflammatory pathways, molecular links, and plausible mechanisms linking periodontitis-associated CTLA-4 elevation and CTLA-4-based molecular therapy, specifically focusing on cancer immunotherapy.</p>","PeriodicalId":73077,"journal":{"name":"Frontiers in dental medicine","volume":"6 ","pages":"1700665"},"PeriodicalIF":1.8,"publicationDate":"2025-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12696161/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145758537","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Digital guided implantology improves safety and precision compared to freehand methods. A survey indicated that half-guided templates are more commonly used than full-guided ones in China. This study aims to assess the accuracy of implant placements using half-guided and full-guided digital surgical templates, considering factors like jaw location, tooth position, support type, implant timing, and bone density.
Methods: 87 implants (52 half-guided, 35 full-guided) were evaluated by comparing pre- and postoperative CBCT scans to measure deviations in coronal, apical, depth, and angular positions. Bone density was also assessed in relation to the implant deviations.
Results: The findings revealed that the half-guided group exhibited significantly greater deviations in several areas: maxillary angular deviations, anterior coronal and depth deviations, posterior depth deviations, tooth-supported guide depth deviations, immediate implant coronal and angular deviations, and delayed implant depth deviations (P < 0.05). No significant differences were noted in other measurements. In the bone density analysis, only the full-guided group showed a significant negative correlation between bone density and apical deviation (P < 0.05).
Conclusion: Based on statistical results, power calculations, and subgroup effect sizes, the following clinical recommendations are derived: Half-guided templates, owing to their superior cost-effectiveness in fabrication time and cost, are recommended for use in mandibular posterior regions, mucosa-supported templates, delayed implantations, and clinical scenarios with uneven bone density distribution at implant sites. In contrast, full-guided templates are more suitable for maxillary implantations, anterior regions, tooth-supported templates, immediate implantations, and sites with homogeneous bone density distribution.
{"title":"Assessing the precision of 3D-printed surgical templates in oral implant placement: a comparison of half and full-guided approaches.","authors":"Chengmo Lin, Baohui Su, Yunli Chen, Wei Wang, Fujiang He, Yue Lan, Ling Jing","doi":"10.3389/fdmed.2025.1700363","DOIUrl":"10.3389/fdmed.2025.1700363","url":null,"abstract":"<p><strong>Background: </strong>Digital guided implantology improves safety and precision compared to freehand methods. A survey indicated that half-guided templates are more commonly used than full-guided ones in China. This study aims to assess the accuracy of implant placements using half-guided and full-guided digital surgical templates, considering factors like jaw location, tooth position, support type, implant timing, and bone density.</p><p><strong>Methods: </strong>87 implants (52 half-guided, 35 full-guided) were evaluated by comparing pre- and postoperative CBCT scans to measure deviations in coronal, apical, depth, and angular positions. Bone density was also assessed in relation to the implant deviations.</p><p><strong>Results: </strong>The findings revealed that the half-guided group exhibited significantly greater deviations in several areas: maxillary angular deviations, anterior coronal and depth deviations, posterior depth deviations, tooth-supported guide depth deviations, immediate implant coronal and angular deviations, and delayed implant depth deviations (<i>P</i> < 0.05). No significant differences were noted in other measurements. In the bone density analysis, only the full-guided group showed a significant negative correlation between bone density and apical deviation (<i>P</i> < 0.05).</p><p><strong>Conclusion: </strong>Based on statistical results, power calculations, and subgroup effect sizes, the following clinical recommendations are derived: Half-guided templates, owing to their superior cost-effectiveness in fabrication time and cost, are recommended for use in mandibular posterior regions, mucosa-supported templates, delayed implantations, and clinical scenarios with uneven bone density distribution at implant sites. In contrast, full-guided templates are more suitable for maxillary implantations, anterior regions, tooth-supported templates, immediate implantations, and sites with homogeneous bone density distribution.</p>","PeriodicalId":73077,"journal":{"name":"Frontiers in dental medicine","volume":"6 ","pages":"1700363"},"PeriodicalIF":1.8,"publicationDate":"2025-11-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12689983/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145745928","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-25eCollection Date: 2025-01-01DOI: 10.3389/fdmed.2025.1651696
Heber Isac Arbildo-Vega, Fredy Hugo Cruzado-Oliva, Hernán Vásquez-Rodrigo, Franz Tito Coronel-Zubiate, Luis Felipe Alarco-La Rosa, Luisfelipe Carlos Alarco-Jurado, Stefanny Lisset Zarate-Chavarry
Background: The choice of restorative material in pediatric dentistry is clinically relevant for ensuring long-term tooth preservation and reducing recurrent caries. This systematic review and meta-analysis compared the clinical effectiveness of ion-releasing restorations (IRR) and composite resin (CR) in children's dental treatments.
Methods: Randomized clinical trials with ≥1-year follow-up were identified through comprehensive searches in PubMed, Cochrane Library, Scielo, Scopus, Web of Science, and Google Scholar up to January 2024. Studies reporting clinical outcomes of IRR vs. CR were analyzed. Risk of bias was assessed using RoB2.0, and evidence certainty with GRADE.
Results: Of 1,109 records screened, nine trials were included. Pooled analyzes showed no statistically significant differences between IRR and CR regarding secondary caries, marginal adaptation, or restoration survival (p > 0.05). Both materials demonstrated satisfactory longevity and clinical behavior.
Conclusions: Within the limitations of available evidence, ion-releasing and composite restorations provide comparable clinical performance in pediatric dentistry. The findings support the use of IRR as a reliable alternative for child patients, offering bioactive benefits while maintaining similar restorative success to composites.
背景:儿童牙科修复材料的选择对确保牙齿的长期保存和减少龋齿复发具有临床意义。本系统综述和荟萃分析比较了离子释放修复体(IRR)和复合树脂(CR)在儿童牙科治疗中的临床效果。方法:通过综合检索PubMed、Cochrane Library、Scielo、Scopus、Web of Science和谷歌Scholar数据库,筛选随访≥1年的随机临床试验。对报告IRR与CR临床结果的研究进行分析。偏倚风险采用RoB2.0评估,证据确定性采用GRADE评估。结果:在筛选的1109份记录中,纳入了9项试验。合并分析显示,IRR和CR在继发龋、边缘适应或修复生存方面无统计学差异(p < 0.05)。两种材料均表现出令人满意的使用寿命和临床表现。结论:在现有证据的限制下,离子释放修复体和复合修复体在儿科牙科的临床表现相当。研究结果支持使用IRR作为儿童患者的可靠替代方案,在提供生物活性益处的同时保持与复合材料相似的恢复成功。系统评价注册:https://www.crd.york.ac.uk/PROSPERO/view/CRD42024524163, PROSPERO CRD42024524163。
{"title":"Clinical effectiveness of ion-releasing restorations compared to composite restorations in pediatric dental treatments: a systematic review and meta-analysis.","authors":"Heber Isac Arbildo-Vega, Fredy Hugo Cruzado-Oliva, Hernán Vásquez-Rodrigo, Franz Tito Coronel-Zubiate, Luis Felipe Alarco-La Rosa, Luisfelipe Carlos Alarco-Jurado, Stefanny Lisset Zarate-Chavarry","doi":"10.3389/fdmed.2025.1651696","DOIUrl":"10.3389/fdmed.2025.1651696","url":null,"abstract":"<p><strong>Background: </strong>The choice of restorative material in pediatric dentistry is clinically relevant for ensuring long-term tooth preservation and reducing recurrent caries. This systematic review and meta-analysis compared the clinical effectiveness of ion-releasing restorations (IRR) and composite resin (CR) in children's dental treatments.</p><p><strong>Methods: </strong>Randomized clinical trials with ≥1-year follow-up were identified through comprehensive searches in PubMed, Cochrane Library, Scielo, Scopus, Web of Science, and Google Scholar up to January 2024. Studies reporting clinical outcomes of IRR vs. CR were analyzed. Risk of bias was assessed using RoB2.0, and evidence certainty with GRADE.</p><p><strong>Results: </strong>Of 1,109 records screened, nine trials were included. Pooled analyzes showed no statistically significant differences between IRR and CR regarding secondary caries, marginal adaptation, or restoration survival (<i>p</i> > 0.05). Both materials demonstrated satisfactory longevity and clinical behavior.</p><p><strong>Conclusions: </strong>Within the limitations of available evidence, ion-releasing and composite restorations provide comparable clinical performance in pediatric dentistry. The findings support the use of IRR as a reliable alternative for child patients, offering bioactive benefits while maintaining similar restorative success to composites.</p><p><strong>Systematic review registration: </strong>https://www.crd.york.ac.uk/PROSPERO/view/CRD42024524163, PROSPERO CRD42024524163.</p>","PeriodicalId":73077,"journal":{"name":"Frontiers in dental medicine","volume":"6 ","pages":"1651696"},"PeriodicalIF":1.8,"publicationDate":"2025-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12685919/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145727588","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-24eCollection Date: 2025-01-01DOI: 10.3389/fdmed.2025.1681020
Shahad B Alsharif, Nour Hobani
Objective: Periodontal endoscopy offers a minimally invasive method to enhance subgingival visualization, potentially improving the outcomes of periodontal therapy. This systematic review and meta-analysis aim to evaluate the current evidence in the adjunctive use of periodontal endoscopy.
Methods: The protocol was registered with the International Prospective Register of Systematic Reviews "PROSPERO", managed by the Center for Reviews and Dissemination, the National Institute for Health Research, University of York, UK, under registration identification number (CRD420251051901). PubMed/MEDLINE, Google Scholar, The Cochrane Library, and ProQuest databases were searched up to June 2025 for randomized clinical trials (RCTs) published in English investigating non-surgical periodontal therapy with and without the adjunctive use of periodontal endoscopy. The authors independently with consensus extracted clinical outcomes. The RoB2, the revised Cochrane risk of bias tool for RCTs, was utilized to evaluate risk of bias. Meta-analysis was performed for quantitative assessment.
Results: Nine RCTs were identified. The narrative results of the reported clinical outcomes were diverse. Meta-analysis revealed that periodontal endoscopy was associated with significantly less residual calculus (mean difference: -1.87%, p = 0.0010, I2 = 0%), significantly longer treatment time by 6.01 min (P < 0.00001, I2 = 0%), and greater probing depth reduction (mean difference: -0.47, p = 0.004, I2 = 94%).
Conclusion: The adjunctive use of periodontal endoscopy outperformed the conventional scaling and root planing alone in calculus removal but appears to be more time-consuming. Yet, more homogeneous RCTs are necessary to attain clear evidence on additional clinical outcomes.
{"title":"The efficiency of periodontal endoscopy in non-surgical periodontal therapy: a systematic review and meta-analysis.","authors":"Shahad B Alsharif, Nour Hobani","doi":"10.3389/fdmed.2025.1681020","DOIUrl":"10.3389/fdmed.2025.1681020","url":null,"abstract":"<p><strong>Objective: </strong>Periodontal endoscopy offers a minimally invasive method to enhance subgingival visualization, potentially improving the outcomes of periodontal therapy. This systematic review and meta-analysis aim to evaluate the current evidence in the adjunctive use of periodontal endoscopy.</p><p><strong>Methods: </strong>The protocol was registered with the International Prospective Register of Systematic Reviews \"PROSPERO\", managed by the Center for Reviews and Dissemination, the National Institute for Health Research, University of York, UK, under registration identification number (CRD420251051901). PubMed/MEDLINE, Google Scholar, The Cochrane Library, and ProQuest databases were searched up to June 2025 for randomized clinical trials (RCTs) published in English investigating non-surgical periodontal therapy with and without the adjunctive use of periodontal endoscopy. The authors independently with consensus extracted clinical outcomes. The RoB2, the revised Cochrane risk of bias tool for RCTs, was utilized to evaluate risk of bias. Meta-analysis was performed for quantitative assessment.</p><p><strong>Results: </strong>Nine RCTs were identified. The narrative results of the reported clinical outcomes were diverse. Meta-analysis revealed that periodontal endoscopy was associated with significantly less residual calculus (mean difference: -1.87%, <i>p</i> = 0.0010, I2 = 0%), significantly longer treatment time by 6.01 min (<i>P</i> < 0.00001, I2 = 0%), and greater probing depth reduction (mean difference: -0.47, <i>p</i> = 0.004, I2 = 94%).</p><p><strong>Conclusion: </strong>The adjunctive use of periodontal endoscopy outperformed the conventional scaling and root planing alone in calculus removal but appears to be more time-consuming. Yet, more homogeneous RCTs are necessary to attain clear evidence on additional clinical outcomes.</p><p><strong>Systematic review registration: </strong>https://www.crd.york.ac.uk/PROSPERO/view/CRD420251051901, Identifier CRD420251051901.</p>","PeriodicalId":73077,"journal":{"name":"Frontiers in dental medicine","volume":"6 ","pages":"1681020"},"PeriodicalIF":1.8,"publicationDate":"2025-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12682854/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145716796","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-11-24eCollection Date: 2025-01-01DOI: 10.3389/fdmed.2025.1717343
Ali Alaqla, Sanjeev B Khanagar, Alzahraa Ibrahim Albelaihi, Oinam Gokulchandra Singh, Abdulmohsen Alfadley
Background: Periapical lesions appear as periapical radiolucency on various imaging modalities. The accuracy of dentists in diagnosing periapical radiolucency varies significantly. Recent scientific and technological advancements have enabled the development and evaluation of artificial intelligence (AI) systems for various diagnostic applications in dentistry.
Objectives: The aim was to report on the application and performance of AI-based models in the detection, segmentation, and classification of periapical lesions.
Methods and methods: A systematic effort for data acquisition began with an exploration of a wide range of reputable databases, including PubMed, Scopus, Embase, Cochrane, Web of Science, Google Scholar, and the Saudi Digital Library. Our comprehensive investigation spanned from 1st January 2000 to 31st March 2025.
Results: Twenty-eight articles fulfilled the eligibility criteria. Among these, 20 (71.4%) applied AI technology for automated detection, 3 (10.7%) for segmentation, 2 (7.2%) for periapical lesion detection and segmentation, and 3 (10.7%) for periapical lesion classification. Thirteen (46.5%) studies in this review utilized dental panoramic radiographs, 8 (28.5%) used intraoral radiographs (periapical and bitewing), and 7 (25%) employed CBCT scans. The AI models demonstrated an accuracy range of 70% to 99.65%, with sensitivity varying from 65% to 100% and specificity ranging from 62% to 100%. The risk of bias assessment using the QUADAS-2 tool, indicated 32.1% of the studies exhibited a significant risk of bias regarding the assessment of bias and applicability issues in the reference standard arm. While the certainty of evidence was evaluated through the GRADE approach, which indicated that the included studies demonstrated a moderate degree of evidence certainty.
Conclusions: According to the results of the studies presented, AI-based technologies hold significant potential to assist clinicians and enhance the reliability of clinical diagnoses, enabling less experienced clinicians to identify lesions with greater accuracy. However, prospective studies and randomized clinical trials are essential to evaluate the effectiveness and cost-efficiency of deep learning-based lesion detection in real clinical settings.
背景:在不同的成像方式下,根尖周围病变表现为根尖周围的放射透光度。牙医诊断根尖周放射率的准确性差异很大。最近的科学和技术进步使人工智能(AI)系统的开发和评估成为可能,用于牙科的各种诊断应用。目的:目的是报告基于人工智能的模型在根尖周围病变的检测、分割和分类中的应用和性能。方法和方法:系统的数据采集工作始于对广泛的知名数据库的探索,包括PubMed、Scopus、Embase、Cochrane、Web of Science、谷歌Scholar和沙特数字图书馆。我们的全面调查时间为2000年1月1日至2025年3月31日。结果:28篇文章符合入选标准。其中,人工智能技术用于自动检测的有20家(71.4%),用于分割的有3家(10.7%),用于根尖周病变检测和分割的有2家(7.2%),用于根尖周病变分类的有3家(10.7%)。本综述中13项(46.5%)研究使用牙科全景x线片,8项(28.5%)研究使用口腔内x线片(根尖周和咬翼),7项(25%)研究使用CBCT扫描。人工智能模型的准确率范围为70%至99.65%,灵敏度为65%至100%,特异性为62%至100%。使用QUADAS-2工具进行的偏倚风险评估显示,在参考标准组的偏倚评估和适用性问题上,32.1%的研究显示出显著的偏倚风险。而通过GRADE方法评估证据的确定性,这表明纳入的研究显示了中等程度的证据确定性。结论:根据这些研究的结果,基于人工智能的技术在协助临床医生和提高临床诊断的可靠性方面具有巨大的潜力,使经验不足的临床医生能够更准确地识别病变。然而,前瞻性研究和随机临床试验对于评估基于深度学习的病变检测在真实临床环境中的有效性和成本效益至关重要。系统评价注册:PROSPERO CRD420251011455。
{"title":"Application and performance of artificial intelligence-based models in the detection, segmentation and classification of periapical lesions: a systematic review.","authors":"Ali Alaqla, Sanjeev B Khanagar, Alzahraa Ibrahim Albelaihi, Oinam Gokulchandra Singh, Abdulmohsen Alfadley","doi":"10.3389/fdmed.2025.1717343","DOIUrl":"10.3389/fdmed.2025.1717343","url":null,"abstract":"<p><strong>Background: </strong>Periapical lesions appear as periapical radiolucency on various imaging modalities. The accuracy of dentists in diagnosing periapical radiolucency varies significantly. Recent scientific and technological advancements have enabled the development and evaluation of artificial intelligence (AI) systems for various diagnostic applications in dentistry.</p><p><strong>Objectives: </strong>The aim was to report on the application and performance of AI-based models in the detection, segmentation, and classification of periapical lesions.</p><p><strong>Methods and methods: </strong>A systematic effort for data acquisition began with an exploration of a wide range of reputable databases, including PubMed, Scopus, Embase, Cochrane, Web of Science, Google Scholar, and the Saudi Digital Library. Our comprehensive investigation spanned from 1st January 2000 to 31st March 2025.</p><p><strong>Results: </strong>Twenty-eight articles fulfilled the eligibility criteria. Among these, 20 (71.4%) applied AI technology for automated detection, 3 (10.7%) for segmentation, 2 (7.2%) for periapical lesion detection and segmentation, and 3 (10.7%) for periapical lesion classification. Thirteen (46.5%) studies in this review utilized dental panoramic radiographs, 8 (28.5%) used intraoral radiographs (periapical and bitewing), and 7 (25%) employed CBCT scans. The AI models demonstrated an accuracy range of 70% to 99.65%, with sensitivity varying from 65% to 100% and specificity ranging from 62% to 100%. The risk of bias assessment using the QUADAS-2 tool, indicated 32.1% of the studies exhibited a significant risk of bias regarding the assessment of bias and applicability issues in the reference standard arm. While the certainty of evidence was evaluated through the GRADE approach, which indicated that the included studies demonstrated a moderate degree of evidence certainty.</p><p><strong>Conclusions: </strong>According to the results of the studies presented, AI-based technologies hold significant potential to assist clinicians and enhance the reliability of clinical diagnoses, enabling less experienced clinicians to identify lesions with greater accuracy. However, prospective studies and randomized clinical trials are essential to evaluate the effectiveness and cost-efficiency of deep learning-based lesion detection in real clinical settings.</p><p><strong>Systematic review registration: </strong>PROSPERO CRD420251011455.</p>","PeriodicalId":73077,"journal":{"name":"Frontiers in dental medicine","volume":"6 ","pages":"1717343"},"PeriodicalIF":1.8,"publicationDate":"2025-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12682738/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145716839","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}