MUC2 expression modulates immune infiltration in colorectal cancer by Christophe M. Raynaud, Ayesha Jabeen, Eiman I. Ahmed, Eiman I. Ahmed, Satanay Hubrack, Apryl Sanchez, Shimaa Sherif, Ahmad A. Al-Shaibi, Bernice Lo, Bernice Lo, Jessica Roelands, Davide Bedognetti, Davide Bedognetti, Wouter Hendrickx, Wouter Hendrickx

“…MUC2, a major component of the protective mucus layer in the gastrointestinal tract, has been implicated in CRC progression and immune response regulation.MethodIn this study, we sought to elucidate the relationship between MUC2 expression and immune infiltration within CRC using in vitro models involving two well-established cell lines, HT-29 and LS-174T. …”
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Carotid plaque segmentation and classification using MRI-based plaque texture analysis and convolutional neural network by Zakarya Hasan Ahmed Abu Alregal, Gehad Abdullah Amran, Ali A. Al-Bakhrani, Saleh Abdul Amir Mohammad, Amerah Alabrah, Lubna Alkhalil, Abdalla Ibrahim, Maryam Ghaffar, Maryam Ghaffar

“…Mask R-CNN was fine-tuned with multi-task loss to address class imbalance, while a custom 13-layer CNN and Inception V3 were employed for classification, leveraging handcrafted texture features and deep hierarchical patterns. …”
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Career Choices Among Individuals with Disabilities in the Gulf Region: Cultural, Religious, Policy, and Socio-Economic Influences: A Literature Review by Maha Al-Hendawi, Esraa Hussein, Fathia Ismail

“…By applying this multi-layered approach, this review highlights the need to integrate religious and spiritual considerations into support frameworks to enhance the mental and physical well-being of IWDs as they navigate their career paths. …”
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Dynamic Response of Seismic Dangerous Rock Based on PFC and Dynamics by Yun Tian, Linfeng Wang, Honghua Jin, Biao Zeng

“…The calculation method of interlayer load and stability coefficient of horizontal complex layered rock slopes in high-intensity areas is established from material mechanics, fracture mechanics, and dynamics. …”
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Large-Scale Urban 3D Geological Modeling Based on Multi-Method Coupling Under Multi-Source Heterogeneous Data Conditions by Jixiang Zhu, Xiaoyuan Zhou, Lizhong Zhang

“…By utilizing the standardized stratigraphy as a unified and independent geological framework for layered modeling, a high-precision 3D geological model of Wuhan’s MDA, characterized by large-scale and ultra-complex geological conditions, is constructed through a methodology that integrates the global discrete constrained points modeling approach with the global layered modeling approach, without generalizing the multi-source heterogeneous modeling data. …”
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Ball-Milling-Modified Biochar with Additives Enhances Soil Cd Passivation, Increases Plant Growth and Restrains Cd Uptake by Chinese Cabbage by Xin Lu, Jiawan Sun, Guojun Pan, Weicong Qi, Zhenhua Zhang, Jincheng Xing, Yan Gao

“…The modified biochar was more inclined to multi-layer, non-ideal surface and chemical adsorption, which was an endothermic process. …”
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Point-of-Use technology for clean water treatment in disaster areas: Effectiveness of LDH plate in eliminating pathogenic bacteria by Ihsan Taufiq, Afrianita Reri, Ilfan Freddy

“…This study tackles the clean water crisis in West Sumatra, often exacerbated by natural disasters such as flash floods and landslides, by proposing an innovative point-of-use water treatment method. The method employs layered double hydroxide (LDH) synthesized on aluminum plates, created by soaking these plates in a solution of seawater and magnesium hydroxide. …”
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Seismic Multi-Parameter Full-Waveform Inversion Based on Rock Physical Constraints by Cen Cao, Deshan Feng, Jia Tang, Xun Wang

“…Application to the international standard 1994BP model further confirms that the proposed inversion strategy has good applicability to complex geological models.…”
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Evaluation of College Students' Innovation and Entrepreneurship Abilities in the New Media Environment Using Tree Soft Set and Neutrosophic Modeling by Xiang Lou

“…However, traditional evaluation frameworks often struggle to address the multi-layered, uncertain, and dynamic nature of competencies in a media-driven environment. …”
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An Evolutionary Game Analysis of AI Health Assistant Adoption in Smart Elderly Care by Rongxuan Shang, Jianing Mi

“…However, real-world uptake remains limited, not only due to individual hesitation, but also because of complex interactions among users, platforms, and public policies. …”
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Dynamics of Crowded Vesicles: Local and Global Responses to Membrane Composition. by Daniel A Holdbrook, Roland G Huber, Thomas J Piggot, Peter J Bond, Syma Khalid

“…Such large protein-lipid complexes may provide a mechanism for long-range communication. …”
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Où sont les étudiants du supérieur ? Démobilisation et réengagement du milieu universitaire en Turquie et au-delà by Jordi Tejel Gorgas

“…However, though scholars must take into consideration the political context of a given society "authoritarian or semi-authoritarian in most of Middle Eastern countries", what the meso and micro levels of analysis reveal us about the complex and multi-layered phenomena of collective demobilization and individual disengagement? …”
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Advances in bioinspired polymer hydrogel systems with biomedical functionalities by Kazuhiko Ishihara

“…These bioinspired polymer hydrogels can serve as important materials for the development of new medical technologies, such as the controlled release of bioactive molecules, regulated cell culture environmental matrices, and applications in layered and three-dimensional cell culture systems to create organized tissue structures.…”
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Scaling of the Transient Hydroelastic Response and Failure Mechanisms of Self-Adaptive Composite Marine Propellers by Michael R. Motley, Yin L. Young

“…The load dependent deformation responses and complex failure mechanisms of self-adaptive composite propeller blades make the design, analysis, and scaling of these structures nontrivial. …”
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FRENCH COLORONYMS CONTAINING ANTHIOSEMIC COMPONENT by Iryna Smushchynska, Emiliia Nikolaesku

“…According to the analysis, the core of color is its physical characteristics, layered with others (psychological, emotionally expressive, evaluative, symbolic), which can be variable up to the opposite. …”
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In the Face of Climate Change: Perceptions of Interconnections Between Community Resilience and Community Sustainability by Felix N. Fernando, Meg Maloney, Lauren Tappel

“…Compared to literature that contends one concept to be a sub-concept of the other (resilience as a sub-concept of sustainability and vice versa), the findings of this study demonstrate that the interconnections between community sustainability and resilience are layered and complex. Some level of resilience was perceived as necessary for community sustainability. …”
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The Incongruity-Resolution Strategy in Mystical Dialogues by Zeinab Akbari

“…Unlike humor, which favors a quick and linear resolution, Sufi dialogues employ an open-ended, multi-layered resolution, fostering a recursive interpretive process aligned with the cognitive and spiritual objectives of Sufi teachings. …”
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Tactics of Disconnection: How Netizens Navigate China’s Censorship System by Kun He, Scott A. Eldridge II, Marcel Broersma

“…This article explores the complex, multi-layered mechanisms of internet censorship in China, emphasizing its role as both a tool of control over public engagement and a mechanism for elites to disconnect themselves from spaces of public scrutiny, and avoid potential threats such as doxxing by bottom-up populist online movements. …”
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Correlation, path-coefficient and principal component analysis association among quantitative traits in strawberry to unlock potential of vertical farming system

“…The study explores the complex relationship between quantitative and qualitative characteristics in strawberries grown using a vertical farming system and artificial full spectrum light (AFSL). …”
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Research of Interior Space in Motor Yachts Design and Production: Interior Design Elements and Analysis by Ahmet Şadi Ardatürk, Göksu Koray

“…The results were suggestive of the fact that a successful motor yacht interior required a multi-layered approach characterized by user-designer collaboration, contextual sensitivity, and innovation. …”
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