MitCOM-based prognostic model identifies GLUD1 as a key suppressor of glioblastoma growth and invasion through regulation of mitochondrial structure and metabolism by Yang Li, Chaoying Qin, Liangqi Jiang, Jun Su, Zhen Li, Qing Liu, Yuanbing Yao

“…Results GLUD1 expression was downregulated in GBM and associated with poor survival. Functional studies showed that GLUD1 regulates mitochondrial crista organisation and metabolic reprogramming. …”
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Identification and validation of diagnostic biomarkers for temporal lobe epilepsy related to ferroptosis and potential therapeutic targets by Dai Shi, Jingxuan Li, Zhenpeng Niu, Likun Wang, Siying Ren, Wen Gu, Hui Yang, Hong Xue, Guofeng Wu

“…A nomogram was constructed using these markers, and enrichment analyses revealed their links to T-cell activation, allograft rejection, and glial differentiation. …”
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Comprehensive analysis of ESCRT transcriptome-associated signatures and identification of the regulatory role of LMO7-AS1 in osteosarcoma by Shibing Zhao, Dasheng Tian, Fei Huang, Lei Wang, Jinhao Cheng, Zhitao He, Qitian Shen, Shuai Liang, Deliang Gong, Jun Liu, Chengfeng Yi, Chun Zhang, Erbao Bian, Juehua Jing, Tao Wang

“…Finally, LMO7-AS1 was chosen for functional experimental validation. The knockdown of LMO7-AS1 suppressed the malignant progression of OS cells. …”
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Advanced Interpretation of Bullet-Affected Chest X-Rays Using Deep Transfer Learning by Shaheer Khan, Nirban Bhowmick, Azib Farooq, Muhammad Zahid, Sultan Shoaib, Saqlain Razzaq, Abdul Razzaq, Yasar Amin

“…Our research examined various deep learning models that functioned either as classifiers or as object detectors to develop effective solutions for ballistic trauma detection in X-ray images. …”
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Identification of fatty acid anabolism patterns to predict prognosis and immunotherapy response in gastric cancer by Weijie Sun, Yanhong Xia, Feifan Jin, Jinghao Cao, Gaoping Wu, Keyi Li, Yanhua Yu, Yunyi Wu, Gaoqi Ye, Ke Xu, Dengpan Liu, Weidong Jin

“…Importantly, a distinctive FA-score was constructed through the principal component analysis to quantify the characteristics of fatty acid anabolism in each GC patient. …”
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An approach to predicting the properties of software vulnerabilities by Sergey A. Budnikov, Mikhail A. Tarelkin, Yuri K. Yazov

“…Analytical linear functions were obtained that approximate the average values of the instantaneous intensity of changes in the values of basic metrics within a quarter of the year, starting from January 1, 2017. …”
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Empowering Stroke Survivors: developing a patient version of guidelines to facilitate patient rehabilitation nursing of stroke patients with limb dysfunction in China by Dan Yang, Jingyuan Zhang, Meiqi Meng, Xuejing Li, Lijiao Yan, Jiaxin Fang, Ziyan Wang, Sihan Chen, Xiaoyan Zhang, Yufang Hao, Fang Wang

“…The final guideline encompassed five themes: disease knowledge, functional assessment, symptom prevention and nursing, rehabilitation training, and traditional Chinese medicine nursing - a specialized approach integrating traditional Chinese medicine principles with modern nursing practices, including 26 recommendations.ConclusionThis patient-centered guideline, grounded in a robust scientific framework and tailored to patient needs, serves as a valuable reference for the RN of stroke patients with limb dysfunction. …”
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A genome-wide association study of high-sensitivity C-reactive protein in a large Korean population highlights its genetic relationship with cholesterol metabolism by Kwangyeon Oh, Minju Yuk, Soyoun Yang, Jiyeong Youn, Qian Dong, Zhaoming Wang, Nan Song

“…To explore the biological pathways and functions underlying chronic inflammation, we conducted a genome-wide association study (GWAS) and several post-GWAS analyses of the hsCRP levels. …”
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Versatile clinical application of radial artery perforator flap for hand and wrist reconstruction by Jovanović Mladen, Nikolić Jelena, Komarčević Aleksandar, Mijatović-Jovanović Vesna, Stojičić Milan, Bjelan Sveto

“…RAPF provides suitable skin coverage with elastic subcutaneous tissue thus enabling the protection of exposed or damaged functional structures and their simultaneous repair. …”
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Super-enhancer-hijacking RBBP7 potentiates metastasis and stemness of breast cancer via recruiting NuRD complex subunit LSD1 by Yuanyin Xi, Ruoding Wang, Man Qu, Qinwen Pan, Minghao Wang, Xiang Ai, Zihan Sun, Chao Zhang, Peng Tang, Jun Jiang, Ying Hu

“…Tail vein injection models were constructed to assess the in vivo metastatic efficiency of BCa cells. …”
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Chronic fatigue syndromes: real illnesses that people can recover from by Tomas Nordheim Alme, Anna Andreasson, Tarjei Tørre Asprusten, Anne Karen Bakken, Michael BJ Beadsworth, Birgitte Boye, Per Alf Brodal, Elias Myrstad Brodwall, Kjetil Gundro Brurberg, Ingrid Bugge, Trudie Chalder, Reidar Due, Hege Randi Eriksen, Per Klausen Fink, Signe Agnes Flottorp, Egil Andreas Fors, Bård Fossli Jensen, Hans Petter Fundingsrud, Paul Garner, Lise Beier Havdal, Helene Helgeland, Henrik Børsting Jacobsen, Georg Espolin Johnson, Martin Jonsjö, Hans Knoop, Live Landmark, Gunvor Launes, Mats Lekander, Hannah Linnros, Elin Lindsäter, Helena Liira, Lina Linnestad, Jon Håvard Loge, Peter Solvoll Lyby, Sadaf Malik, Ulrik Fredrik Malt, Trygve Moe, Anna-Karin Norlin, Maria Pedersen, Siv Elin Pignatiello, Charlotte Ulrikka Rask, Silje Endresen Reme, Gisle Roksund, Markku Sainio, Michael Sharpe, Ruth Foseide Thorkildsen, Betty van Roy, Per Olav Vandvik, Henrik Vogt, Hedda Bratholm Wyller, Vegard Bruun Bratholm Wyller

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Single-cell multi-omics analysis identifies SPP1+ macrophages as key drivers of ferroptosis-mediated fibrosis in ligamentum flavum hypertrophy by Chengshuo Fei, Yanlin Chen, Ruiqian Tan, Xinxing Yang, Guanda Wu, Chenglong Li, Jiawei Shi, Shiyong Le, Wenjie Yang, Jiajia Xu, Liang Wang, Zhongmin Zhang

“…Subcluster analysis of fibroblasts revealed functional heterogeneity among distinct subpopulations, highlighting the functional characteristics and the metabolic dynamics of fibroblast with a high ferroptosis score (High Ferro-score FB). …”
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NAP1L5 in acute myeloid leukemia: a prognostic biomarker and potential therapeutic target by Meng Wang, Meng Wang, Zhibin Xie, Yuanyuan Tan, Yan Zhou, Tingting Zhang, Yuqing Du, Huan Wu, Lili Zhou, Jian Ge

“…Furthermore, we constructed an interaction network and predictive model for NAP1L5, complemented by an assessment of its role in immune infiltration and drug sensitivity. …”
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Specific features of cognitive skill development in athletes of situational sports by Vyacheslav Romanenko, Yrui Tropin, Leonid Podrigalo, Natalya Boychenko, Anatoly Abdula, Nataliia Sereda, Yaroslav Yatsiv

“…The results of the discriminant analysis show that, when constructing a linear discriminant analysis (LDA) model with three classes (football, judo, taekwondo), two discriminant functions were identified, explaining 62% (LD1) and 38% (LD2) of the variance between the groups, respectively. …”
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Validation of the PsAID-12 Russian questionnaire in patients with psoriatic arthritis by L. D. Vorobyeva, E. Yu. Loginova, Yu. L. Korsakova, E. E. Gubar, P. O. Tremaskina, T. V. Korotaeva

“…A moderate and strong bond was considered r≥0.30. Constructive validity was assessed by the method of “known groups” and factor analysis. …”
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CLINICAL ASPECTS OF PATIENTS WITH NON-REMOVABLE PROSTHESIS RESULTS OF ZRO2 COATED PROSTHESES by O.M. Yakovyn, Z.R. Ozhohan

“…Groups include 100 patients of age 20-55 years, where existing orthopedic constructions are made of dental alloys of non-precious (basic) metals, as well as control group of patients for who orthopedic constructions based on zirconium dioxide is made. …”
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The bioinformatics analysis and experimental validation of the carcinogenic role of EXO1 in lung adenocarcinoma by Bohao Sun, Jing Zhang, Nan Wang, Zhirong Zhang, Yichen Wu, Mengzhen Xie, Yanmei Peng, Yifan Ye, Zhaochang Jiang, Shumei Wei

“…Subsequently, a protein-protein interaction (PPI) network was constructed using differentially expressed genes (DEGs) to identify pivotal genes. …”
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Spatial Variation in Food Web Structures, Energy Flows, and System Attributes Along the Pearl River and Their Indications of Protection and Restoration by Sai Wang, Yong‐Duo Song, En‐Ni Wu, Tuan‐Tuan Wang, Muhammad Shahid Iqbal, Hui‐Long Ou, Jia Xie, Wen‐Tong Xia, Feng‐Juan Yang, Jie Feng, Shen‐Hao Wu, Yang Zhang, Cong‐Cong Jin, Zhuo‐Luo Ma, Hong‐Jin Zhang, Li‐Yong Miao, Kuan‐Song Wang

“…The most diverse functional groups were found in island and estuarine zones due to their heterogeneous habitats (e.g., high submerged vegetation coverage and the transition area between fresh and brackish water). …”
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Prognostic value and immunotherapy analysis of immune cell-related genes in laryngeal cancer by Sen Zhang, Jianrui Pan, Huina Guo, Xiaoya Guan, Chenxu Yan, Lingling Ji, Xiansha Wu, Hui Huangfu

“…Key genes were identified through the intersection of differentially expressed genes (DEGs) between normal and LC samples and module genes derived from weighted gene co-expression network analysis (WGCNA), followed by functional enrichment analysis. The prognostic risk model was constructed using univariate Cox and Least Absolute Shrinkage and Selection Operator (LASSO) analyses. …”
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Comprehensive Analysis of Programmed Cell Death-Related Genes in Diagnosis and Synovitis During Osteoarthritis Development: Based on Bulk and Single-Cell RNA Sequencing Data by Zhou J, Jiao S, Huang J, Dai T, Xu Y, Xia D, Feng Z, Chen J, Li Z, Hu L, Meng Q

“…A diagnostic model for OA was constructed based on the expression levels of Hub PCD-DEGs. …”
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