FILAMIN A IN BREAST CANCER: FROM LITERATURE TO FUNCTIONAL INSIGHTS

“…While early-stage tumors often respond to treatment, progression to metastasis significantly lowers survival rates, highlighting the need for novel therapeutic approaches2. …”
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An Optimization Strategy for Truncating Ultralong Bus Lines Integrated with Metro Networks by Cuiying Song, Yujun Chen, Jihui Ma

“…For most ultralong bus lines, low punctuality rates and vehicle bunching are two main challenges. …”
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The development and current challenges of irrigated agriculture in the western U.S by Aaron Hrozencik, Gabriela Perez-Quesada, Hannah Donahue

“…At the same time, the groundwater management policy landscape is shifting in response to unprecedented rates of depletion among the region’s aquifers. The related issues posit significant challenges for irrigated agriculture in the western U.S. and the rural economies it supports. …”
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Radiotherapy combined with anlotinib for refractory leiomyosarcoma: a case report and literature review by Ziming Li, Xiuchun Yu, Ming Xu

“…Refractory leiomyosarcoma (LMS) is characterized by notoriously high recurrence rates and poses significant surgical challenges due to its anatomical complexity and invasive growth patterns. …”
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Mapping Racial Fluidity over Time in Jamaica by Monique D. A. Kelly

“…Over time, skin color ratings between Black and mixed-race individuals converged, suggesting increased fluidity between skin color and racial identity. …”
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Increased Daytime Sleepiness in Patients with Childhood Craniopharyngioma and Hypothalamic Tumor Involvement: Review of the Literature and Perspectives by Hermann L. Müller

“…Childhood craniopharyngiomas are rare embryogenic malformations of the sellar region, presumably derived from Rathke cleft epithelium. The overall survival rates after neurosurgical intervention and/or irradiation are high (92%). …”
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Policing the Economy: Hyperinflation, Consumption and the Making of Austerity in Greater Buenos Aires, 1989-1991 by Jennifer Adair

“…DIPPBA officers tracked the fluctuating price of basic goods, rising rates of urban poverty, and sporadic outbreaks of supermarket lootings. …”
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Determinants of depressive symptoms in multinational middle-aged and older adults by Can Lu, Shenwei Wan, Zhiyong Liu

“…SHAP analyses identified self-rated health as the predominant predictor, though key factors varied notably—gender was especially influential in MHAS. …”
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A general method for quantifying random processes of water infiltration into soils to improve water security by Ninghu Su

“…Abstract As the climate is becoming drier and extreme climatic patterns intensify worldwide, the present water scarcity worsens. …”
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Access and Retrieval of Recent Journal Articles: A Comparative Study of Chemists and Geoscientists by Julie Hallmark

“…Analysis of the information-seeking behavior of chemists and geologists as represented by citation patterns offers a unique view of the scientific endeavor. …”
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Nucleon decay as a probe of flavor symmetry: the case of fake unification by Masahiro Ibe, Satoshi Shirai, Keiichi Watanabe

“…By introducing flavor symmetry through the FN mechanism, the model addresses the flavor puzzle of quark and lepton mass hierarchies and mixing patterns. Our analysis demonstrates that nucleon decay rates and branching fractions in the fake GUT are sensitive to flavor symmetry, providing a means to distinguish it from conventional GUT predictions. …”
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Customer Appointment Analysis in Automobile Dealerships by Priya Saha, Joachim Hubele, Stephen McDonald

“…In our work, we extrapolate several vehicle dealer stores that have high as well as low missed appointment rates and show interesting customer visit patterns post-scheduling. …”
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Coastal aquifers key contributors to ocean chemistry through solute fluxes by Yael Kiro

“…Moreover, they are dynamically linked to sea-level changes: falling sea levels enhance SGD-driven solute inputs, whereas rising sea levels suppress them. These patterns suggest that SGD fluxes may regulate long-term climate trends, including rates of global cooling or warming.…”
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MSA-GCN: Exploiting Multi-Scale Temporal Dynamics With Adaptive Graph Convolution for Skeleton-Based Action Recognition by Kowovi Comivi Alowonou, Ji-Hyeong Han

“…On the other hand, the TMST module integrates a Gated Multi-stage Temporal Convolution (GMSTC) with a Temporal Multi-Head Self-Attention (TMHSA) to capture global temporal features and accommodate both long-term and short-term dependencies within action sequences. …”
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GT-SRR: A Structured Method for Social Relation Recognition with GGNN-Based Transformer by Dejiao Huang, Menglei Xia, Ruyi Chang, Xiaohan Kong, Shuai Guo

“…In order to overcome these restrictions, this essay suggests a SRR model that integrates Gated Graph Neural Network (GGNN) and Transformer. …”
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Improving the prediction of streamflow in large watersheds based on seasonal trend decomposition and vectorized deep learning models by Ningchang Kang, Zhaocai Wang, Anbin Zhang, Hang Chen

“…These components are then modeled independently: long short-term memory (LSTM) and convolutional neural networks (CNN) handle trend and seasonal patterns, while gated recurrent units (GRU) and Transformer process residual fluctuations. …”
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Multiscale Convolutional Fusion Network for Efficient Monaural Speech Separation by Rui Yang, Shanliang Pan

“…MSCF first employs dynamic convolution-based downsampling to enhance the multiscale feature representation. Adaptive gating and multiscale convolutions are then utilized to capture complex acoustic patterns. …”
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Enhancing Stock Price Forecasting with CNN-BiGRU-Attention: A Case Study on INDY by Madilyn Louisa, Gumgum Darmawan, Bertho Tantular

“…The method applied a hybrid model combining a Convolutional Neural Network (CNN), Bidirectional Gated Recurrent Unit (BiGRU), and an Attention Mechanism (AM) to address the nonlinear, volatile, and noisy characteristics of stock data. …”
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Characterizing Breast Tumor Heterogeneity Through IVIM-DWI Parameters and Signal Decay Analysis by Si-Wa Chan, Chun-An Lin, Yen-Chieh Ouyang, Guan-Yuan Chen, Chein-I Chang, Chin-Yao Lin, Chih-Chiang Hung, Chih-Yean Lum, Kuo-Chung Wang, Ming-Cheng Liu

“…Evaluation using 3D-ROC analysis also indicated that the DNN was the best detector based on metrics like target detection rate and overall effectiveness. The DNN model further exhibited the capability to identify tumor heterogeneity, differentiating high- and low-cellularity regions. …”
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Acetylation suppresses breast cancer progression by sustaining CLYBL stability by Xinyue Deng, Chenglong Ma, Xingyu Chen, Ming Yi, Qianhua Cao, Ruocen Liao, Xingyu Lei, Longchang Bai, Bin Zhao, Yingnan Wang, Zhuoyang Shen, Liujing Wu, Chenfang Dong, Zhijun Dai

“…This low CLYBL expression was associated with poor patient survival rates. Overexpressing CLYBL could inhibit breast cancer and reduce NRF2 pathway-mediated antioxidants. …”
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