Identifying key genetic variants in Alzheimer’s disease progression using Graph Convolutional Networks (GCN) and biological impact analysis by Belal A. Hamed, Heba Mamdouh Farghaly, Ahmed Omar, Tarek Abd El-Hafeez

“…Ablation studies demonstrated statistically significant contributions from both GCN (Δaccuracy − 7.92%, p < 0.001) and SNP pathways (Δaccuracy − 5.74%, p < 0.001), validating their complementary roles in AD prediction. The framework’s biological interpretability revealed known AD risk genes (APOE, PSEN1) while identifying novel network-level associations. …”
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Biological Sensing Using Vertical MoS₂-Graphene Heterostructure-Based Field-Effect Transistor Biosensors by Ying Chen, Nataly Vicente, Tung Pham, Ashok Mulchandani

“…Our research explores the application of MoS₂–Graphene heterostructures in biosensors, emphasizing the roles of synthesis, fabrication, and material functionalization in optimizing sensor performance. …”
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Features of Designing a Web-Service of Didactic Materials by Yulya Khritonenko, Sergey Kozlov

“…The primary task is to identify the appropriate types of roles and their functional capabilities, which is necessary to identify the scheme of user interaction with the service. …”
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The Impact of Natural and Cultural Landscape Quality on Attachment to Place and the Intention to Recommend Tourism in a UNESCO World Heritage City by Dong Lv, Shukun Qin, Rui Sun, Xuxin Jiang, Ruxia Cheng, Weimin Sun

“…Given the limitations of self-report methods in capturing tourists’ immediate and deep perceptions, and the lack of comprehensive investigation into the cultural types and naturalness of landscapes, this study aims to investigate how cultural landscape types influence tourists’ recommendation intention through the mediating roles of place attachment and perceived restorativeness while examining the moderating effect of landscape naturalness. …”
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Integrating green tax, green logistics, green climate finance, green technology, and sustainability for a green economy: SEM-ANN approaches by Md. Mominur Rahman, Md. Emran Hossain

“…Additionally, it investigates the mediating roles of green technology and sustainability in the green economy. …”
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Transformation of World Automotive Industry by P. P. Sushkevich

“…Such an approach makes it possible for organizations to optimize substantially an expenditure budget and doing so we increase resource use efficiency. …”
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CONTINGENCY FACTORS AND MANAGEMENT ACCOUNTING PRACTICES OF LISTED MANUFACTURING FIRMS IN LAGOS STATE by Mustapha Abdulrasaq, Abdullahi Adio Babatunde, Isaac Biodun Ogunshola

“… Given the critical roles of management accounting information in supporting managerial functions, its usage, to optimize organizations values, must be aligned with firm’s characteristics or contingencies. …”
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Effects of Aqueous Extracts from Wheat Bran Layers on the Functional Properties of Wheat Starch and Gluten by Bingbing Wu, Chunlei Yu, Zhongwei Chen, Bin Xu

“…These findings provide insights into the roles of water extracts from different WB layers and their components in modulating wheat-based product quality. …”
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Pharmacological and therapeutic effects of natural products on liver regeneration-a comprehensive research by Chang Tian, Yuhan Wang, Ran Wang, Linxin Pan, Tao Xu

“…Despite this progress, a comprehensive and systematic review of their roles, mechanisms, and therapeutic potential remains lacking. …”
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Patient and caregiver perspectives on treatment strategies and care priorities of childhood steroid-sensitive nephrotic syndrome: a qualitative study by Susan Samuel, Kathryn King-Shier, Lorraine Hamiwka, Meghan Elliott, Augustina Okpere

“…We coded transcripts in duplicate and developed themes that integrate key concepts across roles.Setting Southern Alberta, Canada.Participants A purposive sample of children aged 8–18 years, with SSNS and their caregivers from a paediatric nephrotic syndrome cohort.Results 28 individuals (10 children and 18 caregivers) participated in this study. …”
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Transcriptome changes affecting Hedgehog and cytokine signalling in the umbilical cord: implications for disease risk. by Walter Stünkel, Hong Pan, Siew Boom Chew, Emilia Tng, Jun Hao Tan, Li Chen, Roy Joseph, Clara Y Cheong, Mei-Lyn Ong, Yung Seng Lee, Yap-Seng Chong, Seang Mei Saw, Michael J Meaney, Kenneth Kwek, Allan M Sheppard, Peter D Gluckman, GUSTO Study Group, Joanna D Holbrook

“…Both the causes of these sub-optimal birth outcomes and the mechanism by which the effects are transmitted over decades are the subject of extensive study. …”
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Predicting College Student Engagement in Physical Education Classes Using Machine Learning and Structural Equation Modeling by Liguo Zhang, Jiarui Gao, Liangyu Zhao, Zetan Liu, Anlin Guan

“…SEM results demonstrated that digital technology usage frequency indirectly influenced student engagement through PU, PEU, and ASE, with both PU and ASE as well as PEU and ASE playing chain-mediated roles. The findings underscore the importance of integrating digital tools strategically in PE classrooms to enhance engagement. …”
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A Review on The Impact of Thermal Stress on Fish Biochemistry by Prasun Roychowdhury, Mohammad Aftabuddin, Manoj Kumar Pati

“…Other hormones (thyroid hormones, epinephrine, norepinephrine, insulin, glucagon) also play roles in the thermal stress response. Enzymes involved in metabolic pathways have optimal temperature and pH ranges altered by thermal stress. …”
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Registered nurse effect on long length of stay in the heart failure hospitalizations of African Americans. by Tremaine B Williams, Pearman Parker, Milan Bimali, Maryam Y Garza, Alisha Crump, Taiquitha Robins, Emel Seker, Ava Storey, Allison Purvis, Mya Tolbert, Anthony Drake, Taren Massey Swindle, Kevin Wayne Sexton

“…The identification of these models can be used to support decision-making that optimizes the availability of patient access to high-quality care (e.g., clinical staffing and supplies).…”
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Factors associated with severe lower extremity artery disease in type 2 diabetes based on a large scale claims database in Japan by Takeshi Horii, Marina Kawaguchi, Yuichi Ikegami, Yoichi Oikawa, Akira Shimada, Kiyoshi Mihara

“…Although pharmacological therapies are often combined with risk management strategies, like exercise and smoking cessation, their roles in preventing LEAD progression are unclear. …”
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Work-related Experiences and Challenges of Perioperative Nurses in Southwestern Nigeria by Olufemi Oyebanji Oyediran, Emmanuel Olufemi Ayandiran, Kofoworola Ebunoluwa Ishola, Boluwaji Reuben Fajemilehin

“…Conclusion: The study concluded that perioperative nurses’ experiences were educative and fulfilling yet challenging and frustrating due to the numerous obstacles they face in their professional roles. Therefore, stakeholders need to address these challenges to enable perioperative nurses to function optimally and improve outcomes for surgical patients.…”
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Key Nodes Identification Method in Scale-Free Network Based on Structural Holes by Weiyan Liu

“…This study proposes a novel hybrid method that integrates structural holes importance indices with Mixed Degree Decomposition (MDD) to optimize node importance evaluation. It introduces two innovations: Dynamic multi-hop bridge detection, extending beyond the 2-hop limitation of E-Burt to quantify long-range bridging influence efficiently; and a weighted fusion model balancing coreness (via MDD) and bridging roles (via structural holes) with linear time complexity.Experiments on synthetic (Barab&#x00E1;si-Albert), social (dolphin), infrastructure(Western U.S. power grid), and collaboration (co-authorship) networks demonstrate superiority. …”
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Distinct oligomeric assemblies of STING induced by non-nucleotide agonists by Anant Gharpure, Ariana Sulpizio, Johannes R. Loeffler, Monica L. Fernández-Quintero, Andy S. Tran, Luke L. Lairson, Andrew B. Ward

“…Abstract STING plays essential roles coordinating innate immune responses to processes that range from pathogenic infection to genomic instability. …”
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Embodied Learning in Virtual Reality: Enhancing Japanese Psychomimetic Word Acquisition Through Emotional Experiences by Tang Li, Xuewang Geng, Masanori Yamada

“…These results highlight the roles of emotional experiences in VR, suggesting their potential to enhance language education through tailored emotional engagement. …”
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Microbiome Dynamics in Four Different Casing Materials Used for Milky Mushroom (<i>Calocybe indica</i>) Cultivation by Jia-Ling Zhao, Yuan-Yuan Shao, Bin Liu

“…Future studies should explore the functional roles of key microbes and refine organic amendments for sustainable practices.…”
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