Pub Date : 2024-12-01Epub Date: 2024-11-24DOI: 10.1177/00220345241286807
J Woo, O Kripfgans, I-C Wang, A Samal, A R Betancourt, J C Fenno, H-L Chan
The aim of this study was to evaluate the gingival vascular response to mechanical compression during inflammation using ultrasonography. Four female and 4 male Sinclair mini pigs 18 mo of age were included in the study. Pathogenic bacteria-impregnated silk ligatures were placed around the third premolars (PM3), fourth premolars (PM4), and first molars (M1). Ligatures were placed per quadrant at 2-wk intervals in random order. Ultrasonographic study was performed at 2-wk intervals following baseline until the 10th week. Brightness mode (B-mode) images and color flow cine loops were captured at 2 different conditions: 1 with only coupling gel between the ultrasound transducer and the mucosal surface and 1 with the transducer compressing the mucosal surface. The compression was visually adjusted until minimal to no blood flow was detected in color-flow mode. Compression was facilitated using a solid gel pad attached to the transducer. Strain values were obtained from B-mode images of the gel pad and plotted versus study weeks. The t test comparisons were obtained to the baseline (week 0). Data from female and male pigs were plotted and analyzed separately for comparison. Gel pad strain increased with peak around week 4 and gradually decreased in both sexes. In male pigs, the increase in strain was statistically significant in weeks 2, 4, and 6 of all teeth regions and week 8 of PM4 and M1 regions. In female pigs, the increase in strain was significant in only week 4 of PM4. Higher strain required for stoppage of blood flow implies increased gingival blood flow with inflammation, which corresponds with previous studies. Considerably smaller changes in gel pad strain were noted from female pigs, indicating a smaller increase in gingival blood flow compared with males. This study demonstrated a possible application of intraoral ultrasonography for assessment of gingival inflammation.
{"title":"Ultrasonographic Evaluation of Vascular Response to Mechanical Compression during Induced Gingival Inflammation.","authors":"J Woo, O Kripfgans, I-C Wang, A Samal, A R Betancourt, J C Fenno, H-L Chan","doi":"10.1177/00220345241286807","DOIUrl":"10.1177/00220345241286807","url":null,"abstract":"<p><p>The aim of this study was to evaluate the gingival vascular response to mechanical compression during inflammation using ultrasonography. Four female and 4 male Sinclair mini pigs 18 mo of age were included in the study. Pathogenic bacteria-impregnated silk ligatures were placed around the third premolars (PM3), fourth premolars (PM4), and first molars (M1). Ligatures were placed per quadrant at 2-wk intervals in random order. Ultrasonographic study was performed at 2-wk intervals following baseline until the 10th week. Brightness mode (B-mode) images and color flow cine loops were captured at 2 different conditions: 1 with only coupling gel between the ultrasound transducer and the mucosal surface and 1 with the transducer compressing the mucosal surface. The compression was visually adjusted until minimal to no blood flow was detected in color-flow mode. Compression was facilitated using a solid gel pad attached to the transducer. Strain values were obtained from B-mode images of the gel pad and plotted versus study weeks. The <i>t</i> test comparisons were obtained to the baseline (week 0). Data from female and male pigs were plotted and analyzed separately for comparison. Gel pad strain increased with peak around week 4 and gradually decreased in both sexes. In male pigs, the increase in strain was statistically significant in weeks 2, 4, and 6 of all teeth regions and week 8 of PM4 and M1 regions. In female pigs, the increase in strain was significant in only week 4 of PM4. Higher strain required for stoppage of blood flow implies increased gingival blood flow with inflammation, which corresponds with previous studies. Considerably smaller changes in gel pad strain were noted from female pigs, indicating a smaller increase in gingival blood flow compared with males. This study demonstrated a possible application of intraoral ultrasonography for assessment of gingival inflammation.</p>","PeriodicalId":94075,"journal":{"name":"Journal of dental research","volume":" ","pages":"1403-1411"},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11653338/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142712106","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 : 2024-12-01Epub Date: 2024-10-09DOI: 10.1177/00220345241271934
J Haller, N Abedi, A Hafedi, O Shehab, M S Wietecha
Spatial transcriptomics (ST) is a cutting-edge methodology that enables the simultaneous profiling of global gene expression and spatial information within histological tissue sections. Traditional transcriptomic methods lack the spatial resolution required to sufficiently examine the complex interrelationships between cellular regions in diseased and healthy tissue states. We review the general workflows for ST, from specimen processing to ST data analysis and interpretations of the ST dataset using visualizations and cell deconvolution approaches. We show how recent studies used ST to explore the development or pathogenesis of specific craniofacial regions, including the cranium, palate, salivary glands, tongue, floor of mouth, oropharynx, and periodontium. Analyses of cranial suture patency and palatal fusion during development using ST identified spatial patterns of bone morphogenetic protein in sutures and osteogenic differentiation pathways in the palate, in addition to the discovery of several genes expressed at critical locations during craniofacial development. ST of salivary glands from patients with Sjögren's disease revealed co-localization of autoimmune antigens with ductal cells and a subpopulation of acinar cells that was specifically depleted by the dysregulated autoimmune response. ST of head and neck lesions, such as premalignant leukoplakia progressing to established oral squamous cell carcinomas, oral cancers with perineural invasions, and oropharyngeal lesions associated with HPV infection spatially profiled the complex tumor microenvironment, showing functionally important gene signatures of tumor cell differentiation, invasion, and nontumor cell dysregulation within patient biopsies. ST also enabled the localization of periodontal disease-associated gene expression signatures within gingival tissues, including genes involved in inflammation, and the discovery of a fibroblast subtype mediating the transition between innate and adaptive immune responses in periodontitis. The increased use of ST, especially in conjunction with single-cell analyses, promises to improve our understandings of craniofacial development and pathogenesis at unprecedented tissue-level resolution in both space and time.
空间转录组学(ST)是一种前沿方法,可同时分析组织学切片中的全局基因表达和空间信息。传统的转录组学方法缺乏必要的空间分辨率,无法充分研究疾病和健康组织状态下细胞区域之间复杂的相互关系。我们回顾了 ST 的一般工作流程,从标本处理到 ST 数据分析,以及使用可视化和细胞解卷积方法对 ST 数据集进行解读。我们展示了最近的研究如何利用 ST 来探索特定颅面部区域的发育或发病机制,包括颅骨、腭、唾液腺、舌、口底、口咽和牙周。利用 ST 对发育过程中的颅缝通畅性和腭部融合进行分析,确定了缝中骨形态发生蛋白的空间模式和腭部的成骨分化途径,此外还发现了颅面发育过程中在关键位置表达的几个基因。对斯约格伦病患者唾液腺的 ST 发现了自身免疫抗原与导管细胞的共定位,以及因自身免疫反应失调而特异性耗竭的尖突细胞亚群。对头颈部病变(如进展为口腔鳞状细胞癌的前恶性白斑、有神经周围侵犯的口腔癌以及与人乳头瘤病毒感染相关的口咽部病变)进行的 ST 分析对复杂的肿瘤微环境进行了空间剖析,显示了患者活检组织中肿瘤细胞分化、侵袭和非肿瘤细胞失调的重要功能基因特征。ST 还能定位牙龈组织中牙周疾病相关基因的表达特征,包括参与炎症的基因,并发现了一种介导牙周炎先天性免疫反应和适应性免疫反应之间转变的成纤维细胞亚型。越来越多地使用 ST,特别是与单细胞分析相结合,有望在空间和时间上以前所未有的组织级分辨率提高我们对颅面发育和发病机制的认识。
{"title":"Spatial Transcriptomics Unravel the Tissue Complexity of Oral Pathogenesis.","authors":"J Haller, N Abedi, A Hafedi, O Shehab, M S Wietecha","doi":"10.1177/00220345241271934","DOIUrl":"10.1177/00220345241271934","url":null,"abstract":"<p><p>Spatial transcriptomics (ST) is a cutting-edge methodology that enables the simultaneous profiling of global gene expression and spatial information within histological tissue sections. Traditional transcriptomic methods lack the spatial resolution required to sufficiently examine the complex interrelationships between cellular regions in diseased and healthy tissue states. We review the general workflows for ST, from specimen processing to ST data analysis and interpretations of the ST dataset using visualizations and cell deconvolution approaches. We show how recent studies used ST to explore the development or pathogenesis of specific craniofacial regions, including the cranium, palate, salivary glands, tongue, floor of mouth, oropharynx, and periodontium. Analyses of cranial suture patency and palatal fusion during development using ST identified spatial patterns of bone morphogenetic protein in sutures and osteogenic differentiation pathways in the palate, in addition to the discovery of several genes expressed at critical locations during craniofacial development. ST of salivary glands from patients with Sjögren's disease revealed co-localization of autoimmune antigens with ductal cells and a subpopulation of acinar cells that was specifically depleted by the dysregulated autoimmune response. ST of head and neck lesions, such as premalignant leukoplakia progressing to established oral squamous cell carcinomas, oral cancers with perineural invasions, and oropharyngeal lesions associated with HPV infection spatially profiled the complex tumor microenvironment, showing functionally important gene signatures of tumor cell differentiation, invasion, and nontumor cell dysregulation within patient biopsies. ST also enabled the localization of periodontal disease-associated gene expression signatures within gingival tissues, including genes involved in inflammation, and the discovery of a fibroblast subtype mediating the transition between innate and adaptive immune responses in periodontitis. The increased use of ST, especially in conjunction with single-cell analyses, promises to improve our understandings of craniofacial development and pathogenesis at unprecedented tissue-level resolution in both space and time.</p>","PeriodicalId":94075,"journal":{"name":"Journal of dental research","volume":" ","pages":"1331-1339"},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11653320/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142396341","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 : 2024-12-01Epub Date: 2024-06-23DOI: 10.1177/00220345241256600
J O Piña, R Raju, D M Roth, E W Winchester, C Padilla, J Iben, F R Faucz, J L Cotney, R N D'Souza
Multiple genetic and environmental etiologies contribute to the pathogenesis of cleft palate, which is the most common of the inherited disorders of the craniofacial complex. Insights into the molecular mechanisms regulating osteogenic differentiation and patterning in the palate during embryogenesis are limited and needed for the development of innovative diagnostics and cures. This study used the Pax9-/- mouse model with a consistent phenotype of cleft secondary palate to investigate the role of Pax9 in the process of palatal osteogenesis. Although prior research has identified the upregulation of Wnt pathway modulators Dkk1 and Dkk2 in Pax9-/- palate mesenchyme, limitations of spatial resolution and technology restricted a more robust analysis. Here, data from single-nucleus transcriptomics and chromatin accessibility assays validated by in situ highly multiplex targeted single-cell spatial profiling technology suggest a distinct relationship between Pax9+ and osteogenic populations. Loss of Pax9 results in spatially restricted osteogenic domains bounded by Dkk2, which normally interfaces with Pax9 in the mesenchyme. Moreover, the loss of Pax9 leads to a disruption in the normal osteodifferentiaion of palatal osteogenic mesenchymal cells. These results suggest that Pax9-dependent Wnt signaling modulators influence osteogenic programming during palate formation, potentially contributing to the observed cleft palate phenotype.
{"title":"Spatial Multi-omics Reveals the Role of the Wnt Modulator, Dkk2, in Palatogenesis'.","authors":"J O Piña, R Raju, D M Roth, E W Winchester, C Padilla, J Iben, F R Faucz, J L Cotney, R N D'Souza","doi":"10.1177/00220345241256600","DOIUrl":"10.1177/00220345241256600","url":null,"abstract":"<p><p>Multiple genetic and environmental etiologies contribute to the pathogenesis of cleft palate, which is the most common of the inherited disorders of the craniofacial complex. Insights into the molecular mechanisms regulating osteogenic differentiation and patterning in the palate during embryogenesis are limited and needed for the development of innovative diagnostics and cures. This study used the <i>Pax9</i><sup>-/-</sup> mouse model with a consistent phenotype of cleft secondary palate to investigate the role of <i>Pax9</i> in the process of palatal osteogenesis. Although prior research has identified the upregulation of Wnt pathway modulators <i>Dkk1</i> and <i>Dkk2</i> in <i>Pax9</i><sup>-/-</sup> palate mesenchyme, limitations of spatial resolution and technology restricted a more robust analysis. Here, data from single-nucleus transcriptomics and chromatin accessibility assays validated by in situ highly multiplex targeted single-cell spatial profiling technology suggest a distinct relationship between <i>Pax9+</i> and osteogenic populations. Loss of <i>Pax9</i> results in spatially restricted osteogenic domains bounded by <i>Dkk2</i>, which normally interfaces with <i>Pax9</i> in the mesenchyme. Moreover, the loss of <i>Pax9</i> leads to a disruption in the normal osteodifferentiaion of palatal osteogenic mesenchymal cells. These results suggest that Pax9-dependent Wnt signaling modulators influence osteogenic programming during palate formation, potentially contributing to the observed cleft palate phenotype.</p>","PeriodicalId":94075,"journal":{"name":"Journal of dental research","volume":" ","pages":"1412-1420"},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11653329/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141444003","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 : 2024-12-01Epub Date: 2024-10-09DOI: 10.1177/00220345241271937
F Eggmann, M B Blatz
Intraoral scanners (IOSs) have emerged as a cornerstone technology in digital dentistry. This article examines the recent advancements and multifaceted applications of IOSs, highlighting their benefits in patient care and addressing their current limitations. The IOS market has seen a competitive surge. Modern IOSs, featuring continuous image capture and advanced software for seamless image stitching, have made the scanning process more efficient. Patient comfort with IOS procedures is favorable, mitigating the discomfort associated with conventional impression taking. There has been a shift toward open data interfaces, notably enhancing interoperability. However, the integration of IOSs into large dental institutions is slow, facing challenges such as compatibility with existing health record systems and extensive data storage management. IOSs now extend beyond their use in computer-aided design and manufacturing, with software solutions transforming them into platforms for diagnostics, patient communication, and treatment planning. Several IOSs are equipped with tools for caries detection, employing fluorescence technologies or near-infrared imaging to identify carious lesions. IOSs facilitate quantitative monitoring of tooth wear and soft-tissue dimensions. For precise tooth segmentation in intraoral scans, essential for orthodontic applications, developers are leveraging innovative deep neural network-based approaches. The clinical performance of restorations fabricated based on intraoral scans has proven to be comparable to those obtained using conventional impressions, substantiating the reliability of IOSs in restorative dentistry. In oral and maxillofacial surgery, IOSs enhance airway safety during impression taking and aid in treating conditions such as cleft lip and palate, among other congenital craniofacial disorders, across diverse age groups. While IOSs have improved various aspects of dental care, ongoing enhancements in usability, diagnostic accuracy, and image segmentation are crucial to exploit the potential of this technology in optimizing patient care.
{"title":"Recent Advances in Intraoral Scanners.","authors":"F Eggmann, M B Blatz","doi":"10.1177/00220345241271937","DOIUrl":"10.1177/00220345241271937","url":null,"abstract":"<p><p>Intraoral scanners (IOSs) have emerged as a cornerstone technology in digital dentistry. This article examines the recent advancements and multifaceted applications of IOSs, highlighting their benefits in patient care and addressing their current limitations. The IOS market has seen a competitive surge. Modern IOSs, featuring continuous image capture and advanced software for seamless image stitching, have made the scanning process more efficient. Patient comfort with IOS procedures is favorable, mitigating the discomfort associated with conventional impression taking. There has been a shift toward open data interfaces, notably enhancing interoperability. However, the integration of IOSs into large dental institutions is slow, facing challenges such as compatibility with existing health record systems and extensive data storage management. IOSs now extend beyond their use in computer-aided design and manufacturing, with software solutions transforming them into platforms for diagnostics, patient communication, and treatment planning. Several IOSs are equipped with tools for caries detection, employing fluorescence technologies or near-infrared imaging to identify carious lesions. IOSs facilitate quantitative monitoring of tooth wear and soft-tissue dimensions. For precise tooth segmentation in intraoral scans, essential for orthodontic applications, developers are leveraging innovative deep neural network-based approaches. The clinical performance of restorations fabricated based on intraoral scans has proven to be comparable to those obtained using conventional impressions, substantiating the reliability of IOSs in restorative dentistry. In oral and maxillofacial surgery, IOSs enhance airway safety during impression taking and aid in treating conditions such as cleft lip and palate, among other congenital craniofacial disorders, across diverse age groups. While IOSs have improved various aspects of dental care, ongoing enhancements in usability, diagnostic accuracy, and image segmentation are crucial to exploit the potential of this technology in optimizing patient care.</p>","PeriodicalId":94075,"journal":{"name":"Journal of dental research","volume":" ","pages":"1349-1357"},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11633065/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142396340","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 : 2024-12-01Epub Date: 2024-06-03DOI: 10.1177/00220345241251784
S T Ramirez-Puebla, J L Mark Welch, G G Borisy
Bacteria on the tongue dorsum (TD) form consortia tens to hundreds of microns in diameter organized around a core of epithelial cells. Whole-mount preparations have been instrumental in revealing their organization and specific microbial associations. However, their thickness and intricate 3-dimensional complexity present challenges for a comprehensive spatial analysis. To overcome these challenges, we employed a complementary approach: embedding in hydrophilic plastic followed by sectioning and postsectioning labeling. Samples were labeled by hybridization with multiplexed fluorescent oligonucleotide probes and visualized by spectral imaging and linear unmixing. Application of this strategy to TD biofilms improved the visualization of bacteria that were difficult to resolve in whole-mount imaging. Actinomyces, previously detected as patches, became resolved at the single-cell level. The filamentous taxa Leptotrichia and Lachnospiraceae, located at the core of the consortium, were regularly visualized whereas previously they were rarely detected when using whole mounts. Streptococcus salivarius, heterogeneously detected in whole mounts, were regularly and homogenously observed. Two-dimensional images provide valuable information about the organization of bacterial biofilms. However, they offer only a single plane of view for objects that can extend to hundreds of microns in thickness, and information obtained from such images may not always reflect the complexity of a 3-dimensional object. We combined serial physical sectioning with optical sectioning to facilitate the 3-dimensional reconstruction of consortia, spanning over 100 µm in thickness. Our work showcases the use of hydrophilic plastic embedding and sectioning for examining the structure of TD biofilms through spectral imaging fluorescence in situ hybridization. The result was improved visualization of important members of the human oral microbiome. This technique serves as a complementary method to the previously employed whole-mount analysis, offering its own set of advantages and limitations. Addressing the spatial complexity of bacterial consortia demands a multifaceted approach for a comprehensive and effective analysis.
{"title":"Improved Visualization of Oral Microbial Consortia.","authors":"S T Ramirez-Puebla, J L Mark Welch, G G Borisy","doi":"10.1177/00220345241251784","DOIUrl":"10.1177/00220345241251784","url":null,"abstract":"<p><p>Bacteria on the tongue dorsum (TD) form consortia tens to hundreds of microns in diameter organized around a core of epithelial cells. Whole-mount preparations have been instrumental in revealing their organization and specific microbial associations. However, their thickness and intricate 3-dimensional complexity present challenges for a comprehensive spatial analysis. To overcome these challenges, we employed a complementary approach: embedding in hydrophilic plastic followed by sectioning and postsectioning labeling. Samples were labeled by hybridization with multiplexed fluorescent oligonucleotide probes and visualized by spectral imaging and linear unmixing. Application of this strategy to TD biofilms improved the visualization of bacteria that were difficult to resolve in whole-mount imaging. <i>Actinomyces</i>, previously detected as patches, became resolved at the single-cell level. The filamentous taxa <i>Leptotrichia</i> and Lachnospiraceae, located at the core of the consortium, were regularly visualized whereas previously they were rarely detected when using whole mounts. <i>Streptococcus salivarius</i>, heterogeneously detected in whole mounts, were regularly and homogenously observed. Two-dimensional images provide valuable information about the organization of bacterial biofilms. However, they offer only a single plane of view for objects that can extend to hundreds of microns in thickness, and information obtained from such images may not always reflect the complexity of a 3-dimensional object. We combined serial physical sectioning with optical sectioning to facilitate the 3-dimensional reconstruction of consortia, spanning over 100 µm in thickness. Our work showcases the use of hydrophilic plastic embedding and sectioning for examining the structure of TD biofilms through spectral imaging fluorescence in situ hybridization. The result was improved visualization of important members of the human oral microbiome. This technique serves as a complementary method to the previously employed whole-mount analysis, offering its own set of advantages and limitations. Addressing the spatial complexity of bacterial consortia demands a multifaceted approach for a comprehensive and effective analysis.</p>","PeriodicalId":94075,"journal":{"name":"Journal of dental research","volume":" ","pages":"1421-1427"},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11653304/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141201667","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 : 2024-12-01Epub Date: 2024-11-16DOI: 10.1177/00220345241292566
Y Liu, X Liu, C Yang, Y Yang, H Chen, Y Yuan
Accurately delineating individual teeth in 3-dimensional tooth point clouds is an important orthodontic application. Learning-based segmentation methods rely on labeled datasets, which are typically limited in scale due to the labor-intensive process of annotating each tooth. In this article, we propose a self-supervised pretraining framework, named Geo-Net, to boost segmentation performance by leveraging large-scale unlabeled data. The framework is based on the scalable masked autoencoders, and 2 geometry-guided designs, curvature-aware patching algorithm (CPA) and scale-aware reconstruction (SCR), are proposed to enhance the masked pretraining for tooth point cloud segmentation. In particular, CPA is designed to assemble informative patches as the reconstruction unit, guided by the estimated pointwise curvatures. Aimed at equipping the pretrained encoder with scale-aware modeling capacity, we also propose SCR to perform multiple reconstructions across shallow and deep layers. In vitro experiments reveal that after pretraining with large-scale unlabeled data, the proposed Geo-Net can outperform the supervised counterparts in mean Intersection of Union (mIoU) with the same amount of annotated labeled data. The code and data are available at https://github.com/yifliu3/Geo-Net.
{"title":"Geo-Net: Geometry-Guided Pretraining for Tooth Point Cloud Segmentation.","authors":"Y Liu, X Liu, C Yang, Y Yang, H Chen, Y Yuan","doi":"10.1177/00220345241292566","DOIUrl":"10.1177/00220345241292566","url":null,"abstract":"<p><p>Accurately delineating individual teeth in 3-dimensional tooth point clouds is an important orthodontic application. Learning-based segmentation methods rely on labeled datasets, which are typically limited in scale due to the labor-intensive process of annotating each tooth. In this article, we propose a self-supervised pretraining framework, named Geo-Net, to boost segmentation performance by leveraging large-scale unlabeled data. The framework is based on the scalable masked autoencoders, and 2 geometry-guided designs, curvature-aware patching algorithm (CPA) and scale-aware reconstruction (SCR), are proposed to enhance the masked pretraining for tooth point cloud segmentation. In particular, CPA is designed to assemble informative patches as the reconstruction unit, guided by the estimated pointwise curvatures. Aimed at equipping the pretrained encoder with scale-aware modeling capacity, we also propose SCR to perform multiple reconstructions across shallow and deep layers. In vitro experiments reveal that after pretraining with large-scale unlabeled data, the proposed Geo-Net can outperform the supervised counterparts in mean Intersection of Union (mIoU) with the same amount of annotated labeled data. The code and data are available at https://github.com/yifliu3/Geo-Net.</p>","PeriodicalId":94075,"journal":{"name":"Journal of dental research","volume":" ","pages":"1358-1364"},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11653261/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142645292","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 : 2024-12-01Epub Date: 2024-08-05DOI: 10.1177/00220345241262949
L Benz, K Heck, D Hevisov, D Kugelmann, P-C Tseng, Z Sreij, F Litzenburger, J Waschke, F Schwendicke, A Kienle, R Hickel, K-H Kunzelmann, E Walter
Endodontic access preparation is one of the initial steps in root canal treatments and can be hindered by the obliteration of pulp canals and formation of tertiary dentin. Until now, methods for direct intraoperative visualization of the 3-dimensional anatomy of teeth have been missing. Here, we evaluate the use of shortwave infrared radiation (SWIR) for navigation during stepwise access preparation. Nine teeth (3 anteriors, 3 premolars, and 3 molars) were explanted en bloc with intact periodontium including alveolar bone and mucosa from the upper or lower jaw of human body donors. Analysis was performed at baseline as well as at preparation depths of 5 mm, 7 mm, and 9 mm, respectively. For reflection, SWIR was used at a wavelength of 1,550 nm from the occlusal direction, whereas for transillumination, SWIR was passed through each sample at the marginal gingiva from the buccal as well as oral side at a wavelength of 1,300 nm. Pulpal structures could be identified as darker areas approximately 2 mm before reaching the pulp chamber using SWIR transillumination, although they were indistinguishable under normal circumstances. Furcation areas in molars appeared with higher intensity than areas with canals. The location of pulpal structures was confirmed by superimposition of segmented micro-computed tomography (µCT) images. By radiomic analysis, significant differences between pulpal and parapulpal areas could be detected in image features. With hierarchical cluster analysis, both segments could be confirmed and associated with specific clusters. The local thickness of µCTs was calculated and correlated with SWIR transillumination images, by which a linear dependency of thickness and intensity could be demonstrated. Lastly, by in silico simulations of light propagation, dentin tubules were shown to be a crucial factor for understanding the visibility of the pulp. In conclusion, SWIR transillumination may allow direct clinical live navigation during endodontic access preparation.
{"title":"Visualization of Pulpal Structures by SWIR in Endodontic Access Preparation.","authors":"L Benz, K Heck, D Hevisov, D Kugelmann, P-C Tseng, Z Sreij, F Litzenburger, J Waschke, F Schwendicke, A Kienle, R Hickel, K-H Kunzelmann, E Walter","doi":"10.1177/00220345241262949","DOIUrl":"10.1177/00220345241262949","url":null,"abstract":"<p><p>Endodontic access preparation is one of the initial steps in root canal treatments and can be hindered by the obliteration of pulp canals and formation of tertiary dentin. Until now, methods for direct intraoperative visualization of the 3-dimensional anatomy of teeth have been missing. Here, we evaluate the use of shortwave infrared radiation (SWIR) for navigation during stepwise access preparation. Nine teeth (3 anteriors, 3 premolars, and 3 molars) were explanted <i>en bloc</i> with intact periodontium including alveolar bone and mucosa from the upper or lower jaw of human body donors. Analysis was performed at baseline as well as at preparation depths of 5 mm, 7 mm, and 9 mm, respectively. For reflection, SWIR was used at a wavelength of 1,550 nm from the occlusal direction, whereas for transillumination, SWIR was passed through each sample at the marginal gingiva from the buccal as well as oral side at a wavelength of 1,300 nm. Pulpal structures could be identified as darker areas approximately 2 mm before reaching the pulp chamber using SWIR transillumination, although they were indistinguishable under normal circumstances. Furcation areas in molars appeared with higher intensity than areas with canals. The location of pulpal structures was confirmed by superimposition of segmented micro-computed tomography (µCT) images. By radiomic analysis, significant differences between pulpal and parapulpal areas could be detected in image features. With hierarchical cluster analysis, both segments could be confirmed and associated with specific clusters. The local thickness of µCTs was calculated and correlated with SWIR transillumination images, by which a linear dependency of thickness and intensity could be demonstrated. Lastly, by <i>in silico</i> simulations of light propagation, dentin tubules were shown to be a crucial factor for understanding the visibility of the pulp. In conclusion, SWIR transillumination may allow direct clinical live navigation during endodontic access preparation.</p>","PeriodicalId":94075,"journal":{"name":"Journal of dental research","volume":" ","pages":"1375-1383"},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11633072/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141891378","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 : 2024-12-01Epub Date: 2024-11-21DOI: 10.1177/00220345241287733
A Zhang, L Lei, L Cheng, H Yin, C Zhang, J Luo, F Wu, M Hu, R Cheng, T Hu
Dental caries, associated with plaque biofilm, is highly prevalent and significantly burdens public health. Streptococcus mutans is the main cariogenic bacteria that adheres to the tooth surface and forms an abundant extracellular polysaccharide matrix (EPS) as a cariogenic biofilm scaffold. S. mutans RNase III-encoding gene (rnc) and a putative chromosome segregation protein-encoding gene (smc) are potentially associated with EPS production. In addition, complex interactions between S. mutans and other oral microorganisms synergistically or antagonistically affect the cariogenicity. Commensal streptococci suppress the growth of cariogenic pathogens, whereas Candida albicans mediates the formation of cariogenic biofilm through aggregation and dual-species biofilm formation with S. mutans. However, label-free detection of cariogenic microbial interactions with the EPS matrix is still challenging during laboratory investigations. Herein, we hypothesized that the S. mutans rnc-smc operon affects EPS production and aimed to observe streptococci, S. mutans, and S. mutans-C. albicans using terahertz scanning near-field optical microscopy (THz s-SNOM). The light in the 0.1- to 0.3-THz frequency range interacted with the sample through a nano-probe tip by a point-by-point scanning process. Additional noise reduction of the original image was achieved by a dual kernel Gaussian filter. The monospecies of streptococci, S. mutans smc/rnc mutants, and the dual-species of S. mutans-C. albicans were scanned by THz s-SNOM. This technique provided terahertz near-field scanning images of S. mutans smc/rnc mutants, streptococci, and dual-species of S. mutans-C. albicans. Additional analysis of the original images potentially revealed the structures of the strains, such as cell diameters and cell wall thickness. In conclusion, the results suggested that the S. mutans rnc-smc operon regulates EPS production. Furthermore, this novel label-free detection of a THz near-field scanning technique had the potential to observe the morphologies of bacterial cells and EPS matrix.
{"title":"Terahertz Imaging Detects Oral Cariogenic Microbial Domains Characteristics.","authors":"A Zhang, L Lei, L Cheng, H Yin, C Zhang, J Luo, F Wu, M Hu, R Cheng, T Hu","doi":"10.1177/00220345241287733","DOIUrl":"10.1177/00220345241287733","url":null,"abstract":"<p><p>Dental caries, associated with plaque biofilm, is highly prevalent and significantly burdens public health. <i>Streptococcus mutans</i> is the main cariogenic bacteria that adheres to the tooth surface and forms an abundant extracellular polysaccharide matrix (EPS) as a cariogenic biofilm scaffold. <i>S. mutans</i> RNase III-encoding gene (<i>rnc</i>) and a putative chromosome segregation protein-encoding gene (<i>smc</i>) are potentially associated with EPS production. In addition, complex interactions between <i>S. mutans</i> and other oral microorganisms synergistically or antagonistically affect the cariogenicity. Commensal streptococci suppress the growth of cariogenic pathogens, whereas <i>Candida albicans</i> mediates the formation of cariogenic biofilm through aggregation and dual-species biofilm formation with <i>S. mutans</i>. However, label-free detection of cariogenic microbial interactions with the EPS matrix is still challenging during laboratory investigations. Herein, we hypothesized that the <i>S. mutans rnc-smc</i> operon affects EPS production and aimed to observe streptococci, <i>S. mutans</i>, and <i>S. mutans-C. albicans</i> using terahertz scanning near-field optical microscopy (THz s-SNOM). The light in the 0.1- to 0.3-THz frequency range interacted with the sample through a nano-probe tip by a point-by-point scanning process. Additional noise reduction of the original image was achieved by a dual kernel Gaussian filter. The monospecies of streptococci, <i>S. mutans smc/rnc</i> mutants, and the dual-species of <i>S. mutans-C. albicans</i> were scanned by THz s-SNOM. This technique provided terahertz near-field scanning images of <i>S. mutans smc/rnc</i> mutants, streptococci, and dual-species of <i>S. mutans-C. albicans</i>. Additional analysis of the original images potentially revealed the structures of the strains, such as cell diameters and cell wall thickness. In conclusion, the results suggested that the <i>S. mutans rnc-smc</i> operon regulates EPS production. Furthermore, this novel label-free detection of a THz near-field scanning technique had the potential to observe the morphologies of bacterial cells and EPS matrix.</p>","PeriodicalId":94075,"journal":{"name":"Journal of dental research","volume":" ","pages":"1428-1436"},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11653314/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142684019","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 : 2024-11-01Epub Date: 2024-10-09DOI: 10.1177/00220345241280743
S SantaCruz-Calvo, S Saraswat, H Hasturk, D R Dawson, X D Zhang, B S Nikolajczyk
Periodontitis (PD) potentiates systemic inflammatory diseases and fuels a feed-forward loop of pathogenic inflammation in obesity and type 2 diabetes (T2D). Published work in this area often conflates obesity with obesity-associated T2D; thus, it remains unclear whether PD similarly affects the inflammatory profiles of these 2 distinct systemic diseases. We collected peripheral blood mononuclear cells (PBMCs) from cross-sectionally recruited subjects to estimate the ability of PD to affect cytokine production in human obesity and/or T2D. We analyzed 2 major sources of systemic inflammation: T cells and myeloid cells. Bioplex quantitated cytokines secreted by PBMCs stimulated with T cell- or myeloid-targeting activators, and we combinatorially analyzed outcomes using partial least squares discriminant analysis. Our data show that PD significantly shifts peripheral T cell- and myeloid-generated inflammation in obesity. PD also changed myeloid- but not T cell-generated inflammation in T2D. T2D changed inflammation in samples from subjects with PD, and PD changed inflammation in samples from subjects with T2D, consistent with the bidirectional relationship of inflammation between these 2 conditions. PBMCs from T2D subjects with stage IV PD produced lower amounts of T cell and myeloid cytokines compared with PBMCs from T2D subjects with stage II to III PD. We conclude that PD and T2D affect systemic inflammation through overlapping but nonidentical mechanisms in obesity, indicating that characterizing both oral and metabolic status (beyond obesity) is critical for identifying mechanisms linking PD to systemic diseases such as obesity and T2D. The finding that stage IV PD cells generate fewer cytokines in T2D provides an explanation for the paradoxical findings that the immune system can appear activated or suppressed in PD, given that many studies do not report PD stage. Finally, our data indicate that a focus on multiple cellular sources of cytokines will be imperative to clinically address the systemic effects of PD in people with obesity.
牙周炎(PD)会加剧全身炎症性疾病,并助长肥胖和 2 型糖尿病(T2D)致病性炎症的前馈循环。该领域已发表的研究往往将肥胖与肥胖相关的 T2D 混为一谈;因此,目前仍不清楚牙周炎是否会同样影响这两种不同系统疾病的炎症特征。我们收集了横断面招募对象的外周血单核细胞(PBMCs),以评估 PD 影响人类肥胖和/或 T2D 中细胞因子产生的能力。我们分析了全身炎症的两个主要来源:T细胞和骨髓细胞。Bioplex 定量分析了受 T 细胞或髓样细胞靶向激活剂刺激的 PBMC 所分泌的细胞因子,我们使用偏最小二乘法判别分析对结果进行了组合分析。我们的数据显示,肥胖症患者的外周 T 细胞和髓细胞引发的炎症发生了明显变化。PD也改变了T2D患者髓细胞产生的炎症,但没有改变T细胞产生的炎症。T2D改变了PD受试者样本中的炎症,而PD改变了T2D受试者样本中的炎症,这与这两种情况之间炎症的双向关系一致。与 T2D II 至 III 期患者的 PBMC 相比,T2D IV 期患者的 PBMC 产生的 T 细胞和髓细胞因子较少。我们的结论是,PD 和 T2D 通过重叠但不相同的机制影响肥胖症的全身炎症,这表明要确定 PD 与肥胖症和 T2D 等全身疾病的关联机制,口腔和代谢状态(肥胖症除外)的特征至关重要。在 T2D 中,IV 期 PD 细胞产生的细胞因子较少,这一发现为免疫系统在 PD 中可能出现激活或抑制的矛盾发现提供了解释,因为许多研究并未报告 PD 的分期。最后,我们的数据表明,要在临床上解决肥胖症患者腹膜透析的系统性影响,就必须关注细胞因子的多种细胞来源。
{"title":"Periodontitis and Diabetes Differentially Affect Inflammation in Obesity.","authors":"S SantaCruz-Calvo, S Saraswat, H Hasturk, D R Dawson, X D Zhang, B S Nikolajczyk","doi":"10.1177/00220345241280743","DOIUrl":"10.1177/00220345241280743","url":null,"abstract":"<p><p>Periodontitis (PD) potentiates systemic inflammatory diseases and fuels a feed-forward loop of pathogenic inflammation in obesity and type 2 diabetes (T2D). Published work in this area often conflates obesity with obesity-associated T2D; thus, it remains unclear whether PD similarly affects the inflammatory profiles of these 2 distinct systemic diseases. We collected peripheral blood mononuclear cells (PBMCs) from cross-sectionally recruited subjects to estimate the ability of PD to affect cytokine production in human obesity and/or T2D. We analyzed 2 major sources of systemic inflammation: T cells and myeloid cells. Bioplex quantitated cytokines secreted by PBMCs stimulated with T cell- or myeloid-targeting activators, and we combinatorially analyzed outcomes using partial least squares discriminant analysis. Our data show that PD significantly shifts peripheral T cell- and myeloid-generated inflammation in obesity. PD also changed myeloid- but not T cell-generated inflammation in T2D. T2D changed inflammation in samples from subjects with PD, and PD changed inflammation in samples from subjects with T2D, consistent with the bidirectional relationship of inflammation between these 2 conditions. PBMCs from T2D subjects with stage IV PD produced lower amounts of T cell and myeloid cytokines compared with PBMCs from T2D subjects with stage II to III PD. We conclude that PD and T2D affect systemic inflammation through overlapping but nonidentical mechanisms in obesity, indicating that characterizing both oral and metabolic status (beyond obesity) is critical for identifying mechanisms linking PD to systemic diseases such as obesity and T2D. The finding that stage IV PD cells generate fewer cytokines in T2D provides an explanation for the paradoxical findings that the immune system can appear activated or suppressed in PD, given that many studies do not report PD stage. Finally, our data indicate that a focus on multiple cellular sources of cytokines will be imperative to clinically address the systemic effects of PD in people with obesity.</p>","PeriodicalId":94075,"journal":{"name":"Journal of dental research","volume":" ","pages":"1313-1322"},"PeriodicalIF":0.0,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11653319/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142396339","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 : 2024-11-01Epub Date: 2024-10-06DOI: 10.1177/00220345241274370
Y Netanely, O Barel, R Naamneh, Y Jaber, S Yacoub, Y Saba, K Zubeidat, O Saar, L Eli-Berchoer, S Yona, A Brand, T Capucha, A Wilensky, K Loser, B E Clausen, A-H Hovav
Due to its capacity to drive osteoclast differentiation, the receptor activator of nuclear factor kappa-β ligand (RANKL) is believed to exert a pathological influence in periodontitis. However, RANKL was initially identified as an activator of dendritic cells (DCs), expressed by T cells, and exhibits diverse effects on the immune system. Hence, it is probable that RANKL, acting as a bridge between the bone and immune systems, plays a more intricate role in periodontitis. Using ligature-induced periodontitis (LIP), rapid alveolar bone loss was detected that was later halted even though the ligature was still present. This late phase of LIP was also linked with immunosuppressive conditions in the gingiva. Further investigation revealed that the ligature prompted an immediate migration of RANK-expressing Langerhans cells (LCs) and EpCAM+ DCs, the antigen-presenting cells (APCs) of the gingival epithelium, to the lymph nodes, followed by an expansion of T regulatory (Treg) cells in the gingiva. Subsequently, the ligatured gingiva was repopulated by monocyte-derived RANK-expressing EpCAM+ DCs, while gingival epithelial cells upregulated RANKL expression. Blocking RANKL signaling with monoclonal antibodies significantly reduced the frequencies of Treg cells in the gingiva and prevented gingival immunosuppression. In addition, RANKL signaling facilitated the differentiation of LCs from bone marrow precursors. To further investigate the role of RANKL, we used K14-RANKL mice, in which RANKL is overexpressed by gingival epithelial cells. The elevated RANKL expression shifted the steady-state frequencies of LCs and EpCAM+ DCs within the epithelium, favoring LCs over EpCAM+ DCs. Following ligature placement, heightened levels of Treg cells were observed in the gingiva of K14-RANKL mice, and alveolar bone loss was significantly reduced. These findings suggest that RANKL-RANK interactions between gingival epithelial cells and APCs are crucial for suppressing gingival inflammation, highlighting a protective immunological role for RANKL in periodontitis that was overlooked due to its osteoclastogenic activity.
{"title":"Epithelial RANKL Limits Experimental Periodontitis via Langerhans Cells.","authors":"Y Netanely, O Barel, R Naamneh, Y Jaber, S Yacoub, Y Saba, K Zubeidat, O Saar, L Eli-Berchoer, S Yona, A Brand, T Capucha, A Wilensky, K Loser, B E Clausen, A-H Hovav","doi":"10.1177/00220345241274370","DOIUrl":"10.1177/00220345241274370","url":null,"abstract":"<p><p>Due to its capacity to drive osteoclast differentiation, the receptor activator of nuclear factor kappa-β ligand (RANKL) is believed to exert a pathological influence in periodontitis. However, RANKL was initially identified as an activator of dendritic cells (DCs), expressed by T cells, and exhibits diverse effects on the immune system. Hence, it is probable that RANKL, acting as a bridge between the bone and immune systems, plays a more intricate role in periodontitis. Using ligature-induced periodontitis (LIP), rapid alveolar bone loss was detected that was later halted even though the ligature was still present. This late phase of LIP was also linked with immunosuppressive conditions in the gingiva. Further investigation revealed that the ligature prompted an immediate migration of RANK-expressing Langerhans cells (LCs) and EpCAM<sup>+</sup> DCs, the antigen-presenting cells (APCs) of the gingival epithelium, to the lymph nodes, followed by an expansion of T regulatory (Treg) cells in the gingiva. Subsequently, the ligatured gingiva was repopulated by monocyte-derived RANK-expressing EpCAM<sup>+</sup> DCs, while gingival epithelial cells upregulated RANKL expression. Blocking RANKL signaling with monoclonal antibodies significantly reduced the frequencies of Treg cells in the gingiva and prevented gingival immunosuppression. In addition, RANKL signaling facilitated the differentiation of LCs from bone marrow precursors. To further investigate the role of RANKL, we used K14-RANKL mice, in which RANKL is overexpressed by gingival epithelial cells. The elevated RANKL expression shifted the steady-state frequencies of LCs and EpCAM<sup>+</sup> DCs within the epithelium, favoring LCs over EpCAM<sup>+</sup> DCs. Following ligature placement, heightened levels of Treg cells were observed in the gingiva of K14-RANKL mice, and alveolar bone loss was significantly reduced. These findings suggest that RANKL-RANK interactions between gingival epithelial cells and APCs are crucial for suppressing gingival inflammation, highlighting a protective immunological role for RANKL in periodontitis that was overlooked due to its osteoclastogenic activity.</p>","PeriodicalId":94075,"journal":{"name":"Journal of dental research","volume":" ","pages":"1281-1290"},"PeriodicalIF":0.0,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11653287/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142383007","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}