Identification and validation of up-regulated TNFAIP6 in osteoarthritis with type 2 diabetes mellitus by Siyi Liu, Haitao Chen, Xu Yang, Yinxian Wen, Liaobin Chen

“…Differential expression analysis and weighted gene co-expression network analysis (WGCNA) were performed to screen out hub genes between OA and T2DM, and functional enrichment was done. …”
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Modeling Dual-Task Performance: Identifying Key Predictors Using Artificial Neural Networks by Arash Mohammadzadeh Gonabadi, Farahnaz Fallahtafti, Judith Heselton, Sara A. Myers, Ka-Chun Siu, Julie Blaskewicz Boron

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Root‐Zone Water‐Storage Capacity and Uncertainty: An Intrinsic Factor Affecting Agroecosystem Resilience to Drought by Nunzio Romano, Caterina Mazzitelli, Paolo Nasta

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Identification of hub genes in myocardial infarction by bioinformatics and machine learning: insights into inflammation and immune regulation by Juan Yang, Xiang Li, Li Ma, Jun Zhang

“…These genes were then subjected to functional enrichment analysis, including Kyoto Encyclopedia of Genes and Genomes (KEGG), Gene Ontology (GO), and Gene Set Enrichment Analysis (GSEA). …”
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Integrating Dense Genotyping with High‐Throughput Phenotyping Empowers the Genetic Dissection of Berry Quality and Resilience Traits in Grapevine by Yuyu Zhang, Yongjian Wang, Michael Henke, Pablo Carbonell‐Bejerano, Zemin Wang, Pierre‐François Bert, Yi Wang, Huayang Li, Junhua Kong, Peige Fan, Zhanwu Dai, Zhenchang Liang

“…Furthermore, the functional role of NAC08 is validated, demonstrating that it activates the expression of a raffinose synthase gene, thereby increasing raffinose levels and conferring cold tolerance. …”
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Enhanced fibrotic potential of COL1A1hiNR4A1low fibroblasts in ischemic heart revealed by transcriptional dynamics heterogeneity analysis at both bulk and single-cell levels by Cheng Luo, Cheng Luo, Cheng Luo, Baoping Tan, Luoxiang Chu, Liqiang Chen, Xinglong Zhong, Yangyang Jiang, Yuluan Yan, Fanrui Mo, Hong Wang, Fan Yang, Fan Yang

“…The activity of gene sets related to progressive fibrosis was quantified for each FB cluster using the AddmoleculeScore function. Differentially expressed genes (DEGs) for the specific cell cluster with the highest fibrotic transcription dynamics were identified and integrated with bulk RNA sequencing data for analysis. …”
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Index Method for Assessing Structural Changes in the Economy: Issues of Theory and Practice by T. N. Belova

“…An exponential function was used for alignment.   Research results. …”
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The Impact of Nitrogen Addition on Soil Carbon Components and Understory Vegetation in Moso Bamboo Forests by Zhoubin Huang, Xiaotong Liu, Haoyu Chu, Hao Jia, Xianxian He, Canying Wang, Bing Zhang, Chuanxia Pan, Sufan Liu, Shaohui Fan, Wenhui Su

“…Nitrogen may promote certain carbon component accumulation but could weaken the forest’s carbon sink function.…”
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Mid- to Long-Term Outcomes of Cervical Disc Arthroplasty versus Anterior Cervical Discectomy and Fusion for Treatment of Symptomatic Cervical Disc Disease: A Systematic Review and... by Yan Hu, Guohua Lv, Siying Ren, Daniel Johansen

“…A random effect model was used for heterogeneous data; otherwise, a fixed effect model was used.<h4>Results</h4>Eight prospective randomized controlled trials (RCTs) were retrieved in this meta-analysis, including 1317 and 1051 patients in CDA and ACDF groups, respectively. …”
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Outcome Analysis and Determinants of Major Adverse Cardiac Events in Young Adults After Coronary Artery Bypass Graft Surgery Who Participated in Early Phase II Cardiac Rehabilitati... by Basuni Radi Radi, Ryan Enast Intan, Bambang Dwiputra, Dwita R Desandri, Ade Meidian Ambari

“…Cox regression and Kaplan-Meier analysis were used to determine the predictors of the events based on the data registry. …”
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Enhancing Fault Detection in Stochastic Environments Using Interval-Valued KPCA: A Cement Rotary Kiln Case Study by Abdelhalim Louifi, Abdelmalek Kouadri, Mohamed-Faouzi Harkat, Abderazak Bensmail, Majdi Mansouri

“…Existing approaches, such as kernel principal component analysis (KPCA), struggle with these challenges because they rely on single-valued data representations and are unable to effectively handle interval-based variability. …”
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Bearing Fault Diagnosis Method based on RLMD and Kmeans++ by Shaoting Yan, Yuguo Zhou, Yanbo Ren, Shiliang Liu, Shidang Yan

“…To improve the performance of bearing fault diagnosis， a bearing fault diagnosis method based on Robust Local Mean Decomposition （RLMD） and Kmeans++ is proposed. The product functions （PF） are obtained by decomposing the bearing vibration signal using the RLMD technique. …”
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ANALYTICAL ISSUES OF RISK COMMUNICATION. RATIONALE FOR APPROACHES TO DEVELOPING RESEARCH DATABASES ON RADIATION SAFETY AND SOCIAL RISKS by L. S. Rekhtina, N. V. Sokolov, A. M. Biblin, L. V. Repin, R. R. Akhmatdinov

“…Petersburg State University and to identify key features of the use of bases Data for social research. The results of the analysis showed that the methodological approaches used were very close. …”
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Experimental study and techno-economic evaluation of an active fault detection kit in the prospect of future zero energy building installations by Christos Pechlivanis, Nick Rigogiannis, Andreas Tichalas, Faidra Kotarela, Nick Papanikolaou

“…The functionality and effective fault detection of the proposed device are validated, through experimental tests on a custom-developed hardware prototype; IoT connectivity and data uploading are experimentally tested and verified, too. …”
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The Role of Interactive Technologies, Virtual Reality and Artificial Intelligence in Teaching Propaedeutics of Internal Diseases: Perspectives from Teachers and Students by Timofeev, E.V., Olifirenko, I.S., Padorina, E.V., Yakovlev, Y.M., Sukhanov, D.S.

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Using a Novel Neutrosophic Set-Based Method to Evaluate the Design Risk of Aerospace Manufacturing Projects in a Neutrosophic Environment by Hsiang-Yu Chung, Kuei-Hu Chang

“…Due to the nature of the data, qualitative and quantitative data may coexist. …”
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A Reliability Assessment of a Vessel’s Main Propulsion Engine by Rabiul Islam, Samuel Martin

“…These engines play a critical role, as their operation impacts on all aspects of the vessel’s functionality. To meet increasing demands for extended run times while maintaining reliability, it is essential to address the risks of main engine failure. …”
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Quasiperiodic γ-Ray Modulations in the Blazars PKS 2155-83 and PKS 2255-282 by M. A. Hashad, Amr A. EL-Zant, Y. Abdou, H. M. Badran

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Comparative analysis of glycemic control effectiveness and microvascular complications in patients with type 1 diabetes mellitus, treated with genetically engineered human insulin... by Marina V. Shestakova, Natalia V. Efremova, Lubov L. Bolotskaya, Igor A. Sklyanik, Yury I. Philippov, Ivan Iю Dedov

“…Compared to GICH, AIC better physiologically mimics endogenous insulin functionally. It would thus be logical to assume that long-term (multi-year) application of AIC leads to a lower incidence of diabetic angiopathy compared to GICH. …”
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Research on Drive and Detection Technology of CMUT Multi-Array Transducers Based on MEMS Technology by Chenyuan Li, Jiagen Chen, Chengwei Liu, Yao Xie, Yangyang Cui, Shiwang Zhang, Zhikang Li, Libo Zhao, Guoxing Chen, Shaochong Wei, Yu Gao, Linxi Dong

“…Simultaneously, a 32-channel analog-to-digital conversion based on a self-calibration algorithm was implemented, with a sampling rate of 50 Mbps and a data width of 10 bits. Finally, the experimental results confirm the successful implementation of the driving system’s designed functions, yielding a center frequency of 1.4995 MHz and a relative bandwidth of 127.9%@−6 dB for the CMUT operating in silicone oil. …”
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