Comprehensive bioinformatic analysis reveals prognostic significance and functional insights of candidate gene expression in colorectal cancer by Tao-Wei Ke, Sheng-Chi Chang, Chung-Min Yeh, Shu-Hui Lin, Kun-Tu Yeh

“…We initially identified differentially expressed genes (DEGs) and applied weighted gene co-expression network analysis (WGCNA) to the GSE41258 dataset to reveal key gene modules associated with CRC. …”
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Integrated bioinformatics analysis of expression and gene regulation network of COL12A1 in colorectal cancer by Yibin Wu, Ye Xu

“…Expression of COL12A1 was linked to functional networks via regulating pathways involving focal adhesion, PI3K‐Akt signaling pathway, and ECM‐receptor interaction. …”
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Variations of Aberrant Volume, Activity, and Network Connectivity of Hippocampus in Adolescent Male Rats Exposed to Juvenile Stress by Aoling Cai, Danhao Zheng, Fanyong Xu, Fei Wang, Sreedharan Sajikumar, Jie Wang

“…Background: Childhood is a crucial period for brain development, and short-term juvenile stress has demonstrated long-lasting effects on cognitive and cellular functions in the hippocampus. However, the influence of such stress on the brain’s overall network remains unclear. …”
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Withaferin A Rescues Brain Network Dysfunction and Cognitive Deficits in a Mouse Model of Alzheimer’s Disease by Linhan Yang, Yang Zou, Jihua Fan, Pu Yin, Han Qin, Zhen Li, Fengjuan Wu, Xingyi Li, Huaijin Teng, Yun Zhang, Xiaowei Chen, Sunny C. Li

“…<b>Background:</b> Alzheimer’s disease (AD) is the most common dementia, characterized by significant cognitive impairments and neural network dysfunction. Currently, multiple therapeutic strategies are being developed to design effective anti-AD drugs. …”
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Unveiling the neural network involved in mentally projecting the self through episodic autobiographical memories by Valentina Sulpizio, Alice Teghil, Irene Ruffo, Gaia Cartocci, Federico Giove, Maddalena Boccia

“…Participants were instructed to mentally travel across past and future personal (Episodic Autobiographical Memories; EAMs) and Public Events (PEs) during Functional Magnetic Resonance Imaging (fMRI). We found that a distributed network of brain regions (i.e., occipital, temporal, parietal, frontal, and subcortical regions) is implicated in mental projection across past and future independently from the memory category (EAMs or PEs). …”
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Aberrant brain network connectivity related to cognitive and emotional regulation in women with abdominal obesity by Qifu Li, Gaoyangzi Huang, Siwen Zhao, Shumin Zhang, Ziwen Chen, Xin Tang, Xianmei Pei, Ruqin Yang, Zili Liu, Rui Hu, Diwei Tang, Chonghui Xing, Fanrong Liang, Taipin Guo, Yi Lu

“…Independent component analysis (ICA) was utilized to evaluate FC and functional network connectivity (FNC) within and between brain networks. …”
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Printing continuously graded interpenetrating polymer networks of acrylate/epoxy by manipulating cationic network formation during stereolithography by W. Li, M. Bakhtiary Noodeh, N. Delpouve, J.-M. Saiter, L. Tan, M. Negahban

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Unraveling yield heterosis in Chinese cabbage hybrid by comparative transcriptomic analysis and LHCB1 gene function analysis by Ruihua Wang, Min Han, Taili Han, Ligong Xu, Yuanyuan Li

“…The weighted gene coexpression network analysis and virus-induced gene silencing technology were employed to assess the key gene function in yield advantage formation of the Chinese cabbage hybrid.ResultsIn total, 3652 and 2768 genes were differentially expressed between the Chinese cabbage hybrid and its parents in the rosette and mature stages, respectively. …”
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Deep Learning Integrating Scale Conversion and Pedo‐Transfer Function to Avoid Potential Errors in Cross‐Scale Transfer by Peijun Li, Yuanyuan Zha, Yonggen Zhang, Chak‐Hau Michael Tso, Sabine Attinger, Luis Samaniego, Jian Peng

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Grain Protein Function Prediction Based on CNN and Residual Attention Mechanism with AlphaFold2 Structure Data by Jing Liu, Xinping Zhang, Kai Huang, Yuqi Wei, Xiao Guan

Subjects: “…grain protein function prediction…”
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Cross-domain service chain mapping mechanism based on Q-learning by Hongqi ZHANG, Rui HUANG, Yingjie YANG, Dexian CHANG, Liancheng ZHANG

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Deep Learning Algorithm for Optimized Sensor Data Fusion in Fault Diagnosis and Tolerance by M. Elhoseny, Deepak Dasaratha Rao, Bala Dhandayuthapani Veerasamy, Noha Alduaiji, J. Shreyas, Piyush Kumar Shukla

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Retracted: Modeling and Simulation of Real Estate Valuation Based on Genetic Neural Network Model by Journal of Function Spaces

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Retracted: Multiplicative Topological Properties on Degree Based for Fourth Type of Hex-Derived Networks by Journal of Function Spaces

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EEG-Based Micro-Expression Recognition: Flexible Brain Network Reconfiguration Supporting Micro-Expressions Under Positive Emotion by Chen J, Zhao X, Xiong Z, Liu G

“…However, the neural mechanisms of micro-expressions remain unclear, limiting the development of EEG-based recognition technology.Methods: We explored the brain reorganization mechanisms of micro-expressions (compared with macro-expressions and neutral expressions) under positive emotions across global networks, functional network modules, and hub brain regions using EEG, graph theory analysis, and functional connectivity.Results: In global network, micro-expressions demonstrated higher network efficiency, clustering coefficient, and local efficiency, along with shorter average path lengths. …”
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EEG-based functional and effective connectivity patterns during emotional episodes using graph theoretical analysis by Majid Roshanaei, Hamzeh Norouzi, Julie Onton, Scott Makeig, Alireza Mohammadi

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Key problems of telecom operators' NFV future network management system evolution by Qiu YUE, Ziyu XIAO, Lihua WU, Lei SHEN

Subjects: “…network function virtualization…”
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Role of Compensatory miRNA Networks in Cognitive Recovery from Heart Failure by Verena Gisa, Md Rezaul Islam, Dawid Lbik, Raoul Maximilian Hofmann, Tonatiuh Pena, Dennis Manfred Krüger, Susanne Burkhardt, Anna-Lena Schütz, Farahnaz Sananbenesi, Karl Toischer, Andre Fischer

“…Notably, miR-181a-5p emerged as a central regulatory hub, with its downregulation coinciding with restored memory function. <b>Conclusions:</b> These findings suggest that miRNA networks contribute to the restoration of hippocampal function in HF despite continued cardiac pathology and provide an important compensatory mechanism towards memory impairment. …”
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Stabilization of T-S fuzzy asynchronous Boolean control networks with time delay under noise by Feifei Yang, Yujie Sun, Chuan Zhang, Xianghui Su, Hao Zhang

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Damage Resistance of an fMRI-Spiking Neural Network Based on Speech Recognition Against Stochastic Attack by Lei Guo, Huan Liu, Yihua Song, Nancheng Ma

Subjects: “…spiking neural network…”
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