Digital Commons Network^™

Herbal Medicine For Oral Ulcer Treatment: Mechanisms, Efficacy, And Therapeutic Potential, Shinn-Zong Lin, Tsung-Hsien Chuang, Chih-Yang Huang, Tsung-Jung Ho, Yi-Pang Lee

Journal of Dental Sciences

Oral ulcers are common inflammatory lesions of the oral mucosa that significantly affect patients’ quality of life through pain, eating difficulties, and psychological stress. Their development is multifactorial, involving mechanical trauma, infection, nutritional deficiencies, immune dysregulation, and oxidative stress. Conventional treatments including antiseptics, corticosteroids, and immunomodulators, provide symptomatic relief but are often limited by side effects, recurrence, and poor patient adherence. Increasing interest has therefore focused on herbal medicines as complementary or alternative therapies. Numerous single herbs such as Aloe vera, licorice, curcumin, chamomile, berberine, neem, sage, myrrh, and guava and traditional formulations have demonstrated anti-inflammatory, antioxidant, immunomodulatory, antimicrobial, and …

Osteoblastogenesis Stimulation By Human Umbilical Cord Stem Cell Secretome During Maxillary Expansion, Alexander Patera Nugraha, Guang Hong, Firdaus Hariri, I Gusti Aju Wahju Ardani, Adya Pramusita, Nurul Aisyah Rizky Putranti, Nindya Rizky Anjani Marhendra, Naora Dewi Rahma Fadzila, Ananda Firman Putranto, Muhammad Luthfi, Wibi Riawan, Putri Cahaya Situmorang, Rony Abdi Syahputra, Thantrira Porntaveetus, Khairul Anuar Shariff, Nissia Ananda, Maudina Dwi Heriasti, Kotaro Tanimoto

Journal of Dental Sciences

Background/purpose: Maxillary expansion induced by mechanical force (MEMF) is a standard orthodontic approach for correcting transverse maxillary deficiency. The human umbilical cord mesenchymal stem cell secretome (HUCMSC-S) has the potential to stimulate accelerate bone remodeling. This study aimed to evaluate local HUCMSC-S application effect during MEMF on the expression bone morphogenetic protein (BMP)-2, BMP-4, BMP-7, vascular endothelial growth factor (VEGF), insulin-like growth factor-1 (IGF-1), transforming growth factor-beta (TGF-β), and fibroblast growth factor-2 (FGF-2) in a Wistar rat (Rattus norvegicus).

Materials and methods: Twenty-four healthy male Wistar rats (R. norvegicus) were randomly divided into four groups: …

Runt-Related Transcription Factor 2 Transcriptionally Represses Sirtuin 1 To Regulate Osteoclastogenesis And Tooth Eruption, Jie Li, Changqing Yan, Xinyi Sun, Chenying Zhang, Xiaozhe Wang, Yang Liu, Shuguo Zheng

Journal of Dental Sciences

Background/purpose: Cleidocranial dysplasia (CCD), caused by Runt-related transcription factor 2 (RUNX2) haploinsufficiency, features delayed tooth eruption. Although impaired osteoclastogenesis contributes to eruption failure, the direct molecular mechanisms linking RUNX2 deficiency to osteoclast dysfunction remain elusive. Sirtuin 1 (SIRT1) is a critical regulator of osteoclastogenesis; however, whether it serves as a downstream effector of RUNX2 remains unexplored. This study aimed to elucidate the mechanistic link between RUNX2 and SIRT1 in regulating osteoclast differentiation and tooth eruption.

Materials and methods: Tooth eruption and osteoclast differentiation were assessed by micro-computed tomography and histological analysis in Runx2^+/- mice. Chromatin immunoprecipitation quantitative polymerase chain …

An Artificial Intelligence Assisted Framework For Automated Quantified Root Canal Curvature Measurement On Periapical Radiographs, Ming-Yi Chen, Shih-Lun Chen, Yu-Jen Chang, Yuan-Jin Lin, Chiung-An Chen, Tsung-Yi Chen, Kuo-Chen Li, Wei-Chen Tu, Patricia Angela R. Abu

Journal of Dental Sciences

Background/purpose: Root canal curvature is a complex anatomical variation that complicates endodontic treatments. Traditionally, dentists rely on two-dimensional periapical radiographs (PA) and manual methods to estimate curvature angles. However, this conventional approach is highly time-consuming and subjective, often leading to inconsistent measurements.

Materials and methods: This study aims to develop a fully automated, objective framework for precise angular measurement and severity grading of root canal curvature. The YOLO26n-seg model was employed to segment roots and classify single- or multi-rooted teeth from PA. Furthermore, we proposed an image processing algorithm that standardized orientation, extracted centerlines, and applied three-point circle fitting …

Investigating The Impact Of Carboxylated Polystyrene Nanoplastics In The Liver Using Cell Lines And Precision-Cut Liver Slices, Namrata Pandey, Paula Boeira, Nathaniel J. Clark, Eleanor T. Walker, Somaiah Aroori, Jemimah Denson, Richard C. Thompson, Matthew E. Cramp, Shilpa Chokshi, Ashwin Dhanda

Peninsula Medical School

Background and Aims: Increasing reports of plastic accumulation in human tissue have raised concerns about potential adverse health outcomes. Evidence of negative effects of nanoplastics is heterogeneous and provides limited insights into the underlying pathogenic toxicity mechanisms in humans. Methods: In the present study, carboxylate-modified fluorescently labelled polystyrene nanoparticles (PS NPs) were used to investigate uptake and cytotoxicity in three different hepatic models of varying complexity, including HepG2 cells, IHH cells, and human precision-cut liver slices (hPCLS). Results: The results show model- and dose-dependent effects on hepatocytes. 74.2% ± 13.4% of the IHH cells showed PS NPs uptake at 0.1 …

Uae Traditional Folklore Through Modern Media And Its Educational Potential: The Case Of Freej, Shahad Imad Mostafa

Theses

This mixed‑methods study examined how the Emirati animated series Freej preserves traditional folklore through vernacular language, dialect, and idiomatic expressions, and evaluated its educational potential. Guided by four questions on folklore representation, dialect/idiom use, the role of the characters, and curricular applicability, the research combined content analysis of selected episodes, interviews coding and a survey of 100 Emirati participants; survey data were summarized with descriptive statistics to triangulate qualitative insights.

Findings indicated that audiences overwhelmingly perceived Freej as linguistically and culturally authentic: 95% rated the dialect as very/somewhat authentic, 94% said it reflects elders’ speech, and 89% felt the series …

Aligning The Culi Test With Cefr Illustrative Scales, Sasithorn Limgomolvilas

PASAA

No abstract provided.

Association Of Source-Specific Nitrate Intake With Inflammation And Cardiometabolic Health: A Cross-Sectional Study, Carolyn J. English, Catherine P. Bondonno, Liezhou Zhong, Anna Lohning, Nicola P. Bondonno, Dianne P. Reidlinger

Research outputs 2022 to 2026

This study aimed to explore whether health effects of dietary nitrate depend on its source, by investigating associations between plant and animal-sourced dietary nitrate groups with markers of inflammation and CVD risk factors. Among 100 non-smoking adults (mean age 49 ± 13 years, 31% male), dietary nitrate intake was assessed using food frequency questionnaire (n=100) and 3-day food diary (n=89), combined with nitrate food composition databases. Nitrate intake was classified into plant, naturally occurring animal and additive-permitted meat-sourced groups. Associations between source-dependent nitrate intakes and lipoprotein-associated phospholipase A2 (Lp-PLA2), C-reactive protein (CRP), fasting plasma lipids, anthropometry, and blood pressure were …

Enhancing Physical Performance With Ischemic Preconditioning: A Systematic Review And Meta-Analysis Of Moderators And Performance Outcomes, Yilin Zhang, Kai Xu, Hao Kong, Mingyue Yin, Chenghao Liu, Yun Xie, Liam Kilduff, Gustavo R. Mota, Olivier Girard

Research outputs 2022 to 2026

This study examined the effects of ischemic preconditioning (IPC) on physical performance, considering the influence of timing, warm-up (WU), participant characteristics, and IPC protocols structure. A total of 90 trials (1,439 participants) were retrieved from three databases and assessed using PICOS criteria. Multilevel meta-analyses with cluster-robust variance adjustments were conducted to calculate pooled effect sizes (Hedge’s g). Risk of bias and certainty of evidence were assessed using the RoB 2 tool and GRADE framework. IPC produced a trivial but significant improvement in physical performance (g = 0.13, P < 0.01), which persisted after excluding SHAM effects (g = 0.10; P < 0.01). Significant improvements were observed for maximum repetitions, time to failure, and power output, but not for jump ability, strength, or oxygen uptake. Comparable benefits were found for anaerobic (g = 0.15) and aerobic (g = 0.10) exercise, with greater effects in males and less-trained participants. Performance was further enhanced when IPC was followed by WU (g = 0.16), with the optimal IPC-to-WU interval being ~42 minutes. Without WU, the effective IPC window narrowed to 6–7 minutes. In practice, IPC can enhance physical performance, independently of sham effects, moderated by sex, training level, and WU. For competition or testing, the most effective strategy appears to be 3 or 4 × 5-min IPC protocol, followed by a 42-min interval, standardized warm-up, and endurance testing. For mechanistic studies, WU should be excluded, and testing conducted 6-7 minutes post-IPC. Future research should target women, middle-aged individuals, and elite athletes.

Karlup Bidi, Pathways Home, Len Collard, Sandra Wooltorton, Louisa Stredwick

Research outputs 2022 to 2026

This paper uses karlup bidi (pathway home) as a metaphor to show and explain the cultural landscape of a significant central Perth locality: Kaart Gennunginyup Bo, or Karrgatup, or Kaarta Koomba, also known as King’s Park. Drawing on oral histories, cultural narratives and contemporary reflections, the study uses Noongar understandings of Country, family, time and relationship to challenge and decolonise Western paradigms of land use and identity. The intent is to narrate Noongar Boodja (Country) as it was, remains and always will be-as Noongar heartland. Central to this paper is the trilogy of boodja, moort, kaartdijin (Country, family, knowledge), a …

The Value Of Saltbush Revegetation For Biodiversity In A Highly Fragmented Landscape, Robert A. Davis, Michael D. Craig, Tim S. Doherty, Jonathan D. Majer, Eddie J.B. Van Etten

Research outputs 2022 to 2026

Secondary salinization is a significant global issue affecting up to 1 billion hectares of land, impacting biodiversity and particularly vegetation. One form of revegetation that can provide a return to landholders is saltbush (Atriplex spp.), which provides forage for a wide range of livestock. The effectiveness of saltbush plantings in providing useful habitat for fauna in agricultural landscapes suffering from secondary salinity is poorly understood. We aimed to address this knowledge gap by surveying bird, ant, and spider communities, and quantifying vegetation structure and floristic composition in saltbush and native woodlands in agricultural landscapes affected by secondary salinization in Western …

Photocatalytic Degradation Of Cephalexin, Amoxicillin, And Phenol Red Using A Green-Synthesized Folic Acid–Zno–Bi2o3 Nanoporous System, M. Sarani, Haghighi, P. Tamaddon, A. Najafidoust, P. Faghani-Eskandarkolaei, N. Sattarahmady

Research outputs 2022 to 2026

The persistent presence of pharmaceutical pollutants like amoxicillin (AMX) and cephalexin (CPX), and industrial dyes such as phenol red (PR) in wastewater poses serious ecological and public health risks, including antibiotic resistance. It necessitates efficient and low-cost remediation technologies. Photocatalysts employing innovative and engineered nanomaterials such as bismuth oxide (Bi2O3) and zinc oxide (ZnO) nanostructures exhibit considerable potential for eliminating pollutants. This study focused on the photodegradation of AMX, CPX, and PR utilizing green-synthesized folic acid–ZnO–Bi2O3 nanoparticles (F-Zn-Bi NPs) under visible light irradiation. Characterization of the synthesized photocatalyst was conducted using various techniques of powder x-ray diffraction (PXRD), field emission …

S-Methyl Cysteine Sulfoxide: Its Effects On Cardiometabolic Outcomes In High-Fat Fed C57bl/6 Mice And Relevance To Human Health, Caroline R. Hill, Balmer, Hayley Abbiss, Jonathan M. Hodgson, Joshua R. Lewis, Armaghan Shafaei, Lauren C. Blekkenhorst

Research outputs 2022 to 2026

S-Methyl cysteine sulfoxide (SMCSO) is an organosulfur compound with demonstrated hypocholesterolemic, anti-diabetic, and antioxidant benefits in rodents. However, the doses used have limited translatability for humans. We explored whether SMCSO could blunt development of diet-induced metabolic syndrome features in mice using doses that are potentially more translatable and achievable in humans. Male mice (C57BL/6; n = 54) were randomly assigned into one of five groups: [1] normal-diet; [2] high-fat-diet; or high-fat-diet with [3] 60 mg kg⁻¹, [4] 170 mg kg⁻¹, or [5] 350 mg per kg per body weight (BW) of SMCSO, respectively. Doses were administered …

Overview Of Aboriginal And Torres Strait Islander Health Status 2025, Australian Indigenous Healthinfonet

Research outputs 2022 to 2026

This Overview provides a summary of the most recent indicators of the health and wellbeing of Aboriginal and Torres Strait Islander people (of all ages, where data are available). The topics included in the Overview cover chronic health conditions which are featured on the HealthInfoNet website. Over the years as additional funding has been obtained and in consultation with HealthInfoNet networks, more topics have been covered on the website and are now included in the Overview. The topics aim to reflect the status of Aboriginal and Torres Strait Islander health over this period and going forward.

Exploring Land, Language And Culture Through Playworld Translanguaging: One Child’S Meaning-Making Practices, Carly Steele, Toni Dobinson, Sender Dovchin, Christine Robinson, Grace Oakley, Wendy Cumming-Potvin, Graeme Gower, Katie Grace, Samina Manado

Research outputs 2022 to 2026

Foregrounded in the work of Elizabeth Povinelli and drawing on semiotic theory, translanguaging and play-based learning pedagogies, this article presents findings from a critical participatory action research project conducted in an early years classroom in a remote Aboriginal community school in Western Australia. It describes how two educators, from both non-Aboriginal and Aboriginal backgrounds, collaborated to create spaces for the children in their classroom to engage deeply with their land, language and culture through intentional, purposeful and planned play, specifically Playworld Translanguaging. Findings are presented as a narrative account of one child’s meaning-making practices in collaboration with their teachers and …

Exploring The Dairy Milk Matrix Beyond Isolated Nutrients—A Narrative Review, Therese A. O’Sullivan, Analise Nicholl

Research outputs 2022 to 2026

The concept of the food matrix considers individual components along with how they are structured, interact, and are modified during processing. There is increasing interest around the health effects of individual nutrients versus whole foods, creating a need to better understand how the matrix may influence health outcomes. This narrative review explores the dairy milk matrix and compares health effects with those of isolated components, with additional comparisons to plant-based milk alternatives. Comparative evidence suggests that while calcium from food and supplements generally has similar effects (depending on the form of the supplemental calcium), consumption of food-based sources such as …

Reflecting On Themes From Telehealth Consultations Early In The Pandemic: An Opportunity To Learn From Multiprofessional Colleagues, Maggie Meeks, Laura R. Joyce, John Dean, Lorna Davies, Tika Ormond, Philippa Seaton, Dale Sheehan, Dean Sutherland, Melanie Welfare, Arindam Basu

Research outputs 2022 to 2026

Aims: This study is aimed at documenting the reflections of New Zealand healthcare professionals on the use of synchronous telehealth consultations. Methods: A qualitative narrative inquiry was conducted to explore the practice of telehealth in New Zealand. Purposive sampling was used to identify clinicians from multiple professions who used telehealth during the initial phase of the COVID-19 pandemic. Fifteen semistructured interviews were conducted between October 2020 and May 2021 with clinicians from primary and secondary care, including multiple professional backgrounds. Interview transcripts were analysed thematically. Results: Six themes were identified: (1) equitable access: There were concerns regarding equitable access to …

Scope And Adherence To The Consider Statement In Aboriginal And Torres Strait Islander Injury Prevention Research In Australia, Bep Uink, Michelle Barrett, Courtney Ryder, Aleina Humphreys, Graham Peter Barker

Research outputs 2022 to 2026

Introduction: Effective injury prevention for Aboriginal and Torres Strait Islander people hinges on the availability of culturally safe policies, resources and programmes, alongside best-practice research. Contemporary injury prevention research has increasingly centred Aboriginal and Torres Strait Islander knowledges, yet there is still room for improvement. Identification of relevant resources, policies and programmes, as well as the extent to which injury prevention research meets international criteria for ethical research with Aboriginal and Torres Strait Islander peoples will provide practitioners with critical insights into best-practice injury prevention initiatives. Method: We examined the breadth and scope of Aboriginal and Torres Strait Islander injury-related …

Strengthening Social Structures To Improve Informal Care For Older People With Chronic Life-Limiting Illnesses In Rural Ghana, Barbara Adonteng-Kissi, Obed Adonteng-Kissi

Research outputs 2022 to 2026

Traditional family-based care for older people in Ghana is declining as globalization and social change weaken historical support systems. This analysis is informed by a review of scholarly literature concerning the implications of globalization for the provision of caregiving for older people managing chronic life-limiting illnesses. We aimed to explore ways of strengthening social structures to enhancing the quality of lives of older people with chronic life-limiting illnesses in rural Ghana amongst 15 older people; 15 family caregivers; 10 healthcare professionals. Critical Social Theory (CST) functions as the primary theoretical framework for conducting an interrogation of the systemic structures that …

Speculative Morphological Assemblages From Canhedonia’S Wetlands: A Queer Ecology Within The Animated Film The Spire™, Darren Tynan, Brenton Rossow

Research outputs 2022 to 2026

This practice-enabled research presents a series of stills from the authors’ forthcoming experimental, generative AI film, The Spire™. Set in the not-too-distant future realm of Canhedonia, a polluted wetland bleeds into the edges of an industrial megacity. Within this eroding wetland–city threshold, morphological assemblages blur ontological distinctions of human and non-human, nature and culture, and animal and object. Human-made artefacts, flotsam and detritus from nearby industrial excess, combine with microbial life, plastic pollution, animal and human DNA, proteobacteria, and cultural paraphernalia to form fused and agglomerated entities.

Artificial Intelligence Assisted Multitask Framework For Dental Detection And Root Canal Filling Assessment On Periapical Radiographs, Chia-Lin Hsu, Li Wei Ou-Yang, Chih-Hao Chang, Yuan-Jin Lin, Po-Lin Huang, Kai-Syun Chiu, Heng-Chia Chen, Tsung-Yi Chen, Jia-Ching Wang, Wei-Chen Tu, Patricia Angela R. Abu

Journal of Dental Sciences

Background/purpose: Accurate evaluation of root canal filling (RCF) quality is paramount for successful endodontic outcomes. However, conventional radiographic interpretation is often subject to subjective variability. This study developed an automated, multitask artificial intelligence (AI) framework using YOLO11 and advanced image pre-processing to identify multiple dental structures and provide quantitative assessments of RCF quality on periapical radiographs.

Materials and methods: We proposed an image enhancement pipeline, which integrate intensity normalization, white top-hat transform, and linear contrast stretching to refine dental contours for training the YOLO11 multitask model. The framework simultaneously detected primary, permanent, dental crowns, and RCFs. Quantitative metrics, including …

A Scientometric Study On Research Trends And Characteristics Of Lymph Node Metastasis In Oral Cancer, Linjian Huang, Xiaocui Tong, Wei Liu, Xinyu Zhang

Journal of Dental Sciences

Background/purpose: Cervical lymph node metastasis (LNM) is the most critical prognostic factor in oral cancer (OC) patients. The purpose of this study was to analyze the scientometric characteristics and research trends of LNM in OC.

Materials and methods: All the papers on LNM in OC were comprehensively retrieved from the Scopus database. The years of publication were divided into before 2016 and after 2016 in the analysis of research trends.

Results: There were 946 papers on LNM in OC, with total citations of 21,154 and the h index of 70. The trend of clinical aspect including lymph …

Comparative In Vivo Study Of 3d-Printed Composite Bioceramic Scaffolds Fabricated By Distinct Pre-Processing Methods, Yu-Ting Li, Ju-Hsuan Yang

Journal of Dental Sciences

No abstract provided.

The Ph-Pi3k/Akt/Mtorc1 Axis In The Survival Of Stem Cells From The Apical Papilla: A Critical Target For Rescue By Microenvironment-Engineered Hydrogels In Pulp Regeneration, Chunlei Zhang, Haisheng Cao, Jie Li, Changqing Yan, Yang Liu, Shuguo Zheng, Xiaozhe Wang

Journal of Dental Sciences

Background/purpose: The pH within infected root canals fluctuates dynamically under pathological conditions, yet its impact on stem cells from the apical papilla (SCAPs) in dental pulp regeneration remains unclear. This study investigated how potential of hydrogen (pH) variations govern SCAPs survival and the associated signaling to identify therapeutic targets for enhancing tissue regeneration.

Materials and methods: SCAPs were cultured at pH 5.4-10.4. Proliferation and apoptosis were assessed using cell counting kit-8 (CCK-8) assays, real-time live-cell analysis, and flow cytometry. RNA-sequencing (RNA-seq) identified differentially expressed genes, which were validated through reverse transcription-quantitative real-time polymerase chain reaction (RT-qPCR), Western blotting, and mechanistic …

Blood Vessels Expressing Cd31 And Endomucin Contribute To The Formation Of New Hard Tissue Via Osterix-Expressing Cells During The Healing Process Of Pulp Revascularization In Mice, Takatoshi Ikarashi, Keisuke Mitomo, Kentaro Tashiro, Mayuka Haketa, Toshihide Mizoguchi, Akira Yamaguchi, Takashi Muramatsu

Journal of Dental Sciences

Background/purpose: Niche for osteogenesis forms near specialized blood vessels that highly express both CD31 and endomucin (Emcn). However, localization of the vessels remains unknown during wound healing process after pulp revascularization. We investigated the localization of both CD31 and Emcn-expressing vessels and osterix (Osx)-expressing cells after pulp revascularization. Materials and methods: Five-week-old male C57BL/6J mice underwent pulp revascularization in the mesial root canal of the right first maxillary molar. The mice were sacrificed at 1 hour, 7 days, 14 days, and 21 days post-surgery, and immunofluorescence for CD31, Emcn, and Osx was performed. Additionally, calcein labeling was used to visualize …

Sesamin Suppresses High Glucose-Induced Cyclooxygenase-2 And Prostaglandin E2 Production Through Toll-Like Receptor 2-Dependent Oxidative Stress In Human Gingival Fibroblasts, Ya-Lun Li, Yu-Chia Hsu, Fang-Yu Fan, Yung-Li Wang, Yang-Che Wu, Sin-Yu Li, Thi Thuy Tien Vo, Yu-Chia Chang, Yin-Tzer Shih, I-Ta Lee

Journal of Dental Sciences

Background/purpose: Hyperglycemia contributes to periodontal inflammation through oxidative stress and inflammatory mediator production in gingival fibroblasts. Sesamin, a major lignan from sesame, has antioxidant and anti-inflammatory properties. This study investigated whether sesamin attenuates high glucose (HG)-induced cyclooxygenase-2 (COX-2) expression and prostaglandin E₂ (PGE₂) production in human gingival fibroblasts (HGFs), and examined the involvement of Toll-like receptor 2 (TLR2)-dependent oxidative signaling.

Materials and methods: HGFs were exposed to HG in the presence or absence of sesamin. Cell viability, reactive oxygen species (ROS) generation, nicotinamide adenine dinucleotide phosphate (NADPH) oxidase activity, COX-2 expression, and PGE₂ production were evaluated. …

Biological Performance Enhancement Of Ni-Free Zr-Based Bulk Metallic Glass For Dental Implants Via Nitrogen Plasma Immersion Ion Implantation, Hsun-Miao Huang, Ying-Sui Sun, Ya-Lin Huang, Kai-Yi Lin, Thantrira Porntaveetus, Thanaphum Osathanon, Wei-Cheng Chen, Her-Hsiung Huang

Journal of Dental Sciences

Background/purpose: Improving the biocompatibility of bulk metallic glass (BMG) alloys is critical for expanding their applications in biomedical fields, particularly in dental implants. This study systematically investigated the suitability of nitrogen plasma immersion ion implantation (NPIII)-treated Zr-based BMG alloy for next-generation dental implant applications, focusing on protein adsorption, platelet responses, and cell behavior.

Materials and methods: NPIII was employed as a surface modification approach to enhance the biological performance of a Ni-free Zr₆₂.₅Cu₂₂.₅Fe₅Al₁₀ BMG alloy. The effects of NPIII treatment on surface characteristics, including crystallinity, chemical composition, layer thickness, roughness, and hydrophilicity, were comprehensively analyzed. Protein adsorption …

Exosomes Derived From Bone Substitute-Induced Gingival Mesenchymal Stem Cells Promote Angiogenesis, Chongyu Shen, Zheng Guan, Rui Chu, Zhengyin Li, Jiangting Lu, Liangkun Xie

Journal of Dental Sciences

Background/purpose: In certain clinical bone grafting scenarios, bone substitutes frequently interface with the adjacent soft tissues. This study aimed to investigate whether deproteinized bovine bone mineral (DBBM) and coralline hydroxyapatite (CHA) induce paracrine responses in human gingival mesenchymal stem cells (GMSCs), thereby altering the pro-angiogenic capacity of their derived exosomes, and to profile specific cargo alterations.

Materials and methods: Exosomes were isolated from GMSCs co-cultured with DBBM (DBBM-G-EXO) or CHA (CHA-G-EXO), while native GMSCs-derived exosomes (G-EXO) were collected as controls. The angiogenic effects of these exosomes on human umbilical vein endothelial cells (HUVEC) were evaluated via cell proliferation, scratch wound …

Memoryart: Enhancing Llms Via Multi-Memory Models With Adaptive Resonance Theory For Healthcare Agents, Renke Dai, Hebin Hu, Jiahui Zhang, Yilin Kang, Ah-Hwee Tan

Research Collection School Of Computing and Information Systems

Though promising in healthcare consultation applications, large language models (LLMs) face critical limitations in retaining and utilizing long-term memory across multiturn interactions. In particular, existing memory enhancing paradigms are constrained by limited context windows and embedding-based retrieval, often failing to maintain task relevance and still suffering from memory prototype collapse in multi-turn healthcare consultation. To address these challenges, we propose a cognitively-inspired memory framework named MemoryART, which is grounded in Adaptive Resonance Theory (ART)—a cognitive and learning theory of how humans and animals adapt to dynamic environments. MemoryART employs three memory modules—working memory, episodic memory, and semantic memory to support …

Artem: Enhancing Large Language Model Agents With Spatial-Temporal Episodic Memory, Cassandra Hui Ming Tan, Budhitama Subagdja, Ah-Hwee Tan

Research Collection School Of Computing and Information Systems

Current large language models (LLMs) exhibit significant deficiencies in episodic memory tasks including encoding, storing, and retrieving specific information from temporally dependent events over a long period of time. Recent approaches to handle memory tasks in LLMs, such as in-context learning, retrieval-augmented generation (RAG), and fine-tuning, may resolve the long-term retention issues, but are still inadequate to handle tasks requiring chronological awareness of the stored information. We introduce Agentic Retrieval with Temporal-Episodic Memory (ARTEM), a hybrid LLM-based agent architecture integrating LLMs with a self-organizing neural network named Spatial-Temporal Episodic Memory (STEM), designed to handle episodic memory tasks. Our approach employs …