Molecular characterization and prognostic modeling associated with M2-like tumor-associated macrophages in breast cancer: revealing the immunosuppressive role of DLG3 by Ziqiang Wang, Jing Zhang, Huili Chen, Xinyu Zhang, Kai Zhang, Feiyue Zhang, Yiluo Xie, Hongyu Ma, Linfeng Pan, Qiang Zhang, Min Lu, Hongtao Wang, Chaoqun Lian

“…Machine learning algorithms were used to screen key genes and construct M2-like macrophage-associated prognostic models. …”
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Identification of key genes associated with oxidative stress in ischemic stroke via bioinformatics integrated analysis by Gaiyan Li, Yu Cheng, Shanshan Ding, Qianyun Zheng, Lanqiong Kuang, Ying Zhang, Ying Zhou

“…Although the formation of atherosclerosis, which is closely related to oxidative stress (OS), is associated with stroke-related deaths. However, the role of OS in IS is unknown. …”
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The role of FOXK2–FBXO32 in breast cancer tumorigenesis: Insights into ribosome‐associated pathways by Fuben Liao, Jinjin Zhu, Junju He, Zheming Liu, Yi Yao, Qibin Song

“…FBXO32's role in cancer immune response was explored through analysis. …”
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Potential Modulatory Roles of Gut Microbiota and Metabolites in the Associations of Macronutrient‐to‐Physical Activity Ratios With Dyslipidemia by Menghan Wang, Guoqing Ma, Yunfeng Li, Junqi Li, Jiawen Xie, Juan He, Chen He, Yifei He, Kaizhen Jia, Xinran Feng, Tian Tian, Hongbao Li, Xia Liao, Xin Liu

“…Conclusions This study identified varied associations between macronutrient‐to‐PA ratios and dyslipidemia and depicted the potential modulatory roles of gut microbiota and fecal metabolites.…”
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The Role of PLIN3 in Prognosis and Tumor-Associated Macrophage Infiltration: A Pan-Cancer Analysis by Yang S, Liu H, Zheng Y, Chu H, Lu Z, Yuan J, Xu S

“…Shaohua Yang,1– 3,* Hejie Liu,4,* Youbin Zheng,5,* Hongyu Chu,6 Zhuming Lu,4 Jie Yuan,1,2 Shengshan Xu4 1Department of General Surgery, Foshan Clinical Medical School, Guangzhou University of Chinese Medicine, Foshan, Guangdong, People’s Republic of China; 2Department of General Surgery, Foshan Fosun Chancheng Hospital, Foshan, Guangdong, People’s Republic of China; 3Institute of Gastroenterology, the First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, People’s Republic of China; 4Department of Thoracic Surgery, Jiangmen Central Hospital, Jiangmen, Guangdong, People’s Republic of China; 5Department of Radiology, Jiangmen Wuyi Hospital of Traditional Chinese Medicine, Jiangmen, Guangdong, People’s Republic of China; 6Department of Gastrointestinal, Colorectal and Anal Surgery, China-Japan Union Hospital of Jilin University, Changchun, Jilin, People’s Republic of China*These authors contributed equally to this workCorrespondence: Jie Yuan, Email yuanj1282024@163.com Shengshan Xu, Email xushengshan97@163.comBackground: Nucleolar and spindle-associated protein 1 (PLIN3), a member of the perilipin family, plays a critical role in lipid droplet dynamics and is implicated in promoting tumor progression across several cancers. …”
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Differential Methylation of Genomic Regions Associated with Heteroblasty Detected by M&M Algorithm in the Nonmodel Species Eucalyptus globulus Labill. by Rodrigo Hasbún, Carolina Iturra, Soraya Bravo, Boris Rebolledo-Jaramillo, Luis Valledor

“…Epigenetic regulation plays important biological roles in plants, including timing of flowering and endosperm development. …”
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Identification and verification of mitochondria-related genes biomarkers associated with immune infiltration for COPD using WGCNA and machine learning algorithms by Meijuan Peng, Chen Jiang, Ziyu Dai, Bin Xie, Qiong Chen, Jianing Lin

“…Abstract Mitochondrial dysfunction plays a pivotal role in the pathogenesis of chronic obstructive pulmonary disease (COPD). …”
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Screening and validation of long non-coding RNAs associated with colorectal cancer based on random forest and LASSO regression algorithm by Yujia Zhao, Qian Li, Xintong Cui, Zhiyu Zhang, Yong You, Xiaowen Hou, Yan Wang, Xu Feng

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Application of K-means supported by clustered systems in big data association rule mining by Lihua Liu

“…Abstracts: Association rule mining plays an important role in the field of data mining, which is used to discover hidden relationships. …”
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Unveiling the role of oxidative stress in ANCA-associated glomerulonephritis through integrated machine learning and bioinformatics analyses by Liyuan Xie, Xianying Qiu, Junya Jia, Tiekun Yan, Pengcheng Xu

“…Oxidative stress plays a critical role in the development and progression of ANCA-associated glomerulonephritis (AAGN), but the underlying mechanisms remain poorly understood. …”
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A meta-analysis on the role of sonication in the diagnosis of cardiac implantable electronic device-related infections by Daniela Araújo, João P. Martins, João P. Martins, Stephanie Lopes Ferreira, Stephanie Lopes Ferreira, Sandra Mota, Sandra Mota, Pedro L. Ferreira, Pedro L. Ferreira, Rui Pimenta, Rui Pimenta

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Extraction and analysis of aerosol anomalies associated with multiple shallow earthquakes based on MODIS AOD products by Ping Lu, Xiao Gao, Zhixuan Xiong, Yu Shang

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Association between pace of biological aging and cancer and the modulating role of physical activity: a national cross-sectional study by Jingying Nong, Yu Wang, Yi Zhang

“…Conclusion The study supported the hypothesis by demonstrating a positive association between the DunedinPoAm-measured pace of biological aging and cancer risk and a modulating role of physical activity. …”
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Role of artificial intelligence in enhancing mechanical ventilation – A peek into the future by Neeraj Pal Singh, Masood Ali Mujawar, Akash Golani

“…This article explores recent advancements in the role of artificial intelligence (AI) in enhancing mechanical ventilation (MV), accentuating its potential to mitigate risks such as ventilator-induced lung injury, ventilator-associated pneumonia and asynchronies. …”
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Transcriptomic and proteomic analysis reveals wall-associated and glucan-degrading proteins with potential roles in Phytophthora infestans sexual spore development. by Xiaofan Niu, Audrey M V Ah-Fong, Lilianna A Lopez, Howard S Judelson

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Oxidative stress-related genes in uveal melanoma: the role of CALM1 in modulating oxidative stress and apoptosis and its prognostic significance by Yue Wu, Xiaoyan Cai, Menghan Hu, Runyan Cao, Yong Wang

“…Protein–protein interaction (PPI) networks were constructed to identify hub genes, and machine learning algorithms were utilized to screen for diagnostic genes, employing methods such as least absolute shrinkage and selection operator (LASSO) regression, random forest, support vector machine (SVM), gradient boosting machine (GBM), neural network algorithm (NNET), and eXtreme gradient boosting (XGBoost). …”
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The role of Triglyceride Glucose-Waist Circumference (TyG_WC) in predicting metabolic dysfunction-associated steatotic liver disease among individuals with hyperuricemia by Qian-Qian Wang, Ning Zhang, Xiang Xu, Si-Ang Lv, Zhuo-Deng Huang, Xi-Dai Long, Jun Wu

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Development and validation of a multiple myeloma diagnostic model based on systemic lupus erythematosus-associated genes and identification of specific genes by Yuepei Liu, Songshan Liu

“…In recent years, the association between systemic lupus erythematosus (SLE), an autoimmune disease, and MM has garnered increasing attention. …”
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The role of MRO as an M2 macrophage-associated gene in non-small cell lung cancer: insights into immune infiltration, prognostic significance, and therapeutic implications by Yue Gu, Miaosen Zheng, Jing Xie

“…M2 macrophages play a significant role in the tumor microenvironment. This study explores the role of MRO, an M2 macrophage-associated gene, in NSCLC, focusing on immune infiltration, prognostic significance, and therapeutic potential. …”
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Application of machine learning algorithms in economic analysis by Mohammad Sadegh SALEM

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