Lack of GAGA protein in Trl mutants causes massive cell death in Drosophila spermatogenesis and oogenesis by N. V. Dorogova, A. E. Zubkova, E. V. Fedorova, E. U. Bolobolova, E. M. Baricheva

“…Drosophila protein GAGA (GAF) is a factor of epigenetic transcription regulation of a large group of genes with a wide variety of cellular functions. GAF is encoded by the Trithorax-like (Trl) gene, which is important for the formation of various organs and tissues at all stages of ontogenesis. …”
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A novel ViT-BILSTM model for physical activity intensity classification in adults using gravity-based acceleration by Lin Wang, Zizhang Luo, Tianle Zhang

“…Gravity-based acceleration was utilised to generate images encoding various PAIs. These images were subsequently analysed using the ViT-BiLSTM model, with results presented in confusion matrices and compared with baseline models. …”
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A Novel AI-Based Integrated Cybersecurity Risk Assessment Framework and Resilience of National Critical Infrastructure by Sardar Muhammad Ali, Abdul Razzaque, Muhammad Yousaf, Sardar Sadaqat Ali

“…We began with data preprocessing, which included cleansing the data, addressing missing values through Multiple Imputation by Chained Equations (MICE), and applying transformations such as encoding and standard scaling. To address class imbalance, we employed the Synthetic Minority Over-sampling Technique (SMOTE). …”
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Conducting and automating the water Morris maze test in SPF conditions by N. V. Khotskin, V. A. Kulikov, E. L. Zavyalov, D. V. Fursenko, A. V. Kulikov

“…With this installation, we were able to study the spatial ability to learn and spatial memory in mice of the C57BL/6 strain and in mice of the C57BL/6/ Kaiso strain developed on the C57BL/6 background, with the gene encoding the methyl-DNA binding Kaiso protein knocked-out. …”
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Biosafety characteristics and antibacterial activity of probiotic strains against Streptococcus mutans, Aggregatibacter actinomycetemcomitans, and Porphyromonas gingivalis by Jeong-Yong Park, Ji Yeon Lee, YongGyeong Kim, Byoung-Kook Kim, Byung Kwon Kim, Soo-Im Choi

“…L. reuteri MG4722 produced H2O2 and reuterin as antibacterial substances, as confirmed by the presence of genes encoding the antibacterial compounds reuterin, reuteran, and reutericyclin. …”
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The modulating effect of coat color mutations on the generation and neutralization of reactive oxygen species in the Аmerican mink (Neovison vison) as a model by S. N. Sergina, V. A. Ilyukha, I. V. Baishnikova, T. N. Ilyina

“…The influence of gene mutations encoding coat color on parameters of reactive oxygen species (RO S) generation and neutralization in six organs of the mink (Neovison vison) was evaluated. …”
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Clinical Features, Treatment, and Surveillance of Hyperparathyroidism-Jaw Tumor Syndrome: An Up-to-Date and Review of the Literature by Francesca Torresan, Maurizio Iacobone

“…HPT-JT syndrome is caused by germline mutations of the cell division cycle 73 (CDC73) gene that encodes the parafibromin, a 531-amino acid protein with antiproliferative activity. …”
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Harris Harks Optimization Based Clustering With Fuzzy Routing for Lifetime Enhancing in Wireless Sensor Networks by Di Jing

“…In HHOCFR, an improved Harris harks optimization (HHO) algorithm is utilized to select the best cluster heads (CHs) and form optimal clusters simultaneously by a novel encoding mechanism. Moreover, good point set based population initialization and neighborhood centroid opposition based learning mechanism are used to accelerate convergence and avoid being trapped into local optima. …”
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Detection of gene clusters for biodegradation of alkanes and aromatic compounds in the Rhodococcus qingshengii VKM Ac-2784D genome by Yu. A. Markova, I. S. Petrushin, L. A. Belovezhets

“…The peripheral pathways include the genes encoding proteins for benzoic acid destruction. The presence of biphenyl 2,3-dioxygeneses as well as gene clusters of benzoate and 2-hydroxypentandienoate pathways suggests that R. qingshengii VKM Ac-2784D could degrade polychlorinated biphenyls. …”
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Resnet-1DCNN-REA bearing fault diagnosis method based on multi-source and multi-modal information fusion by Xu Chen, Wenbing Chang, Yongxiang Li, Zhao He, Xiang Ma, Shenghan Zhou

“…In this paper, a multisource information fusion model based on auto-encoder was first established to achieve the fusion of multi-sensor signals. …”
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Sensibilité aux erreurs accentuelles à valeur morphologique vs vocaliques en espagnol L2 chez les francophones : quels effets en compréhension orale ? by SYRINE DAOUSSI

“…D’autres études ont toutefois montré que les apprenants francophones n’étaient pas si “sourds” et donc capables d’encoder l’accent lexical au sein de leurs représentations lexicales (Mora et al., 1997 ; Alfano et al., 2010; Muñoz García 2010; Schwab, Llisterri, 2010, 2011).  …”
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Fake News Detection and Classification: A Comparative Study of Convolutional Neural Networks, Large Language Models, and Natural Language Processing Models by Konstantinos I. Roumeliotis, Nikolaos D. Tselikas, Dimitrios K. Nasiopoulos

“…In this study, the effectiveness is investigated of advanced machine learning models—convolutional neural networks (CNNs), bidirectional encoder representations from transformers (BERT), and generative pre-trained transformers (GPTs)—for robust fake news classification. …”
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Marek's disease virus-1 unique gene LORF1 is involved in viral replication and MDV-1/Md5-induced atrophy of the bursa of Fabricius. by Chenyi Bao, Jun Chu, Qi Gao, Shasha Yang, Xiaoyu Gao, Wenwen Chen, Fuchun Yang, Fei Jiang, Chenxi Tong, Mingyi Lei, Linlin Jiao, Jitong Li, Kexin Wei, Xue Lian, Kai Li, Suresh Kumar Tikoo, Nikolaus Osterrieder, Lorne A Babiuk, Yufeng Li, Yong-Sam Jung, Yingjuan Qian

“…Importantly, it also serves as a comparative model for studying herpesvirus-induced tumor formation in humans. MDV encodes more than 100 genes, most of which have unknown functions. …”
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DNAH11 and a Novel Genetic Variant Associated with Situs Inversus: A Case Report and Review of the Literature by Fatemeh Sodeifian, Noosha Samieefar, Sepideh Shahkarami, Elham Rayzan, Simin Seyedpour, Meino Rohlfs, Christoph Klein, Delara Babaie, Nima Rezaei

“…DNAH11 (dynein axonemal heavy chain 11) is a gene that is responsible for the production of cilia’s protein and encodes the outer dynein arm. Dynein heavy chains are motor proteins of the outer dynein arms and play an essential role in ciliary motility. …”
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Exploration of the optimal deep learning model for english-Japanese machine translation of medical device adverse event terminology by Ayako Yagahara, Masahito Uesugi, Hideto Yokoi

“…The evaluations included the quantitative metrics of BiLingual Evaluation Understudy (BLEU), Character Error Rate (CER), Word Error Rate (WER), Metric for Evaluation of Translation with Explicit ORdering (METEOR), and Bidirectional Encoder Representations from Transformers (BERT) score, as well as qualitative evaluations by four experts. …”
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Single-cell transcriptomic profiling of heart reveals ANGPTL4 linking fibroblasts and angiogenesis in heart failure with preserved ejection fraction by Guoxing Li, Huilin Zhao, Zhe Cheng, Junjin Liu, Gang Li, Yongzheng Guo

“…The expression levels of genes encoding certain pro-angiogenic secreted proteins were decreased in the HFpEF group, as confirmed by bulk RNA sequencing. …”
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A Fosmid Cloning Strategy for Detecting the Widest Possible Spectrum of Microbes from the International Space Station Drinking Water System by Sangdun Choi, Mi Sook Chang, Tara Stuecker, Christine Chung, David A. Newcombe, Kasthuri Venkateswaran

“…Several hundred clones were randomly selected for sequencing, followed by Blastn/Blastx searches. Sequences encoding specific genes from Burkholderia, a species abundant in the soil and groundwater, were found in both samples. …”
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Advancing the accuracy of tyrosinase inhibitory peptides prediction via a multiview feature fusion strategy by Watshara Shoombuatong, Nalini Schaduangrat, Nutta Homdee, Saeed Ahmed, Pramote Chumnanpuen

“…Secondly, we applied a multi-view feature fusion (MVFF) strategy to extract and explore probability and category information embedded in TIPs, employing several machine learning (ML) algorithms coupled with different commonly used sequence-based feature encodings. Then, we employed resampling approaches to address the class imbalance issue. …”
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Genetic aspects of lactase deficiency in indigenous populations of Siberia by B. A. Malyarchuk

“…In European populations, lactase persistence is determined mainly by the presence of the rs4988235-T variant in the MCM6 gene, which increases the expression of the LCT gene, encoding lactase. The highest rates of lactase persistence are characteristic of Europeans, and the lowest rates are found in East Asian populations. …”
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Bidimensional Increment Entropy for Texture Analysis: Theoretical Validation and Application to Colon Cancer Images by Muqaddas Abid, Muhammad Suzuri Hitam, Rozniza Ali, Hamed Azami, Anne Humeau-Heurtier

“…In our proposed method, increments are translated into two-letter words, encoding both the size (magnitude) and direction (sign) of the increments calculated from an image. …”
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