MKER: multi-modal knowledge extraction and reasoning for future event prediction by Chenghang Lai, Shoumeng Qiu

“…This framework is built on an encoder-decoder structure with three essential components: a visual language reasoning module, an adaptive cross-modality feature fusion module, and a future event description generation module. …”
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Entanglement microscopy and tomography in many-body systems by Ting-Tung Wang, Menghan Song, Liuke Lyu, William Witczak-Krempa, Zi Yang Meng

“…Here, we employ a protocol, dubbed entanglement microscopy, to reveal the multipartite entanglement encoded in the full reduced density matrix of the microscopic subregion in spin and fermionic many-body systems. …”
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Conditional KCa3.1-transgene induction in murine skin produces pruritic eczematous dermatitis with severe epidermal hyperplasia and hyperkeratosis. by Javier Lozano-Gerona, Aida Oliván-Viguera, Pablo Delgado-Wicke, Vikrant Singh, Brandon M Brown, Elena Tapia-Casellas, Esther Pueyo, Marta Sofía Valero, Ángel-Luis Garcia-Otín, Pilar Giraldo, Edgar Abarca-Lachen, Joaquín C Surra, Jesús Osada, Kirk L Hamilton, Siba P Raychaudhuri, Miguel Marigil, Ángeles Juarranz, Heike Wulff, Hiroto Miura, Yolanda Gilaberte, Ralf Köhler

“…Here, we explored the consequences of genetically encoded induction of the cell volume-regulating Ca2+-activated KCa3.1 channel (Kcnn4) for murine epidermal homeostasis. …”
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Interactions of N- and C-terminal parts of Ana1 permitting centriole duplication but not elongation by Agota Nagy, Levente Kovacs, Helene Rangone, Jingyan Fu, Mark Ladinsky, David M. Glover

“…Here, we show that mutant alleles encoding overlapping N- and C-terminal parts of Ana1 are capable of intragenic complementation to rescue radial expansion. …”
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Expression Profiling and Functional Implications of a Set of Zinc Finger Proteins, ZNF423, ZNF470, ZNF521, and ZNF780B, in Primary Osteoarthritic Articular Chondrocytes by Maria Mesuraca, Olimpio Galasso, Leonardo Guido, Emanuela Chiarella, Stefania Scicchitano, Renaud Vatrinet, Giovanni Morrone, Heather M. Bond, Giorgio Gasparini

“…This analysis highlighted a significantly lower expression of the transcript encoding ZNF423 in chondrocytes from OA, particularly in elderly patients. …”
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Nelfinavir Impairs Glycosylation of Herpes Simplex Virus 1 Envelope Proteins and Blocks Virus Maturation by Soren Gantt, Eliora Gachelet, Jacquelyn Carlsson, Serge Barcy, Corey Casper, Michael Lagunoff

“…Given the apparent absence of an aspartyl protease encoded by HHVs, we investigated the mechanism of action of NFV herpes simplex virus type 1 (HSV-1) in cultured cells. …”
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Machine Learning-Driven Scattering Efficiency Prediction in Passive Daytime Radiative Cooling by Changmin Shi, Jiayu Zheng, Ying Wang, Chenjie Gan, Liwen Zhang, Brian W. Sheldon

“…We also leveraged data transformation techniques such as one-hot encoding for generative predictions in mixed-pore-size configurations. …”
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Advanced Data Framework for Sleep Medicine Applications: Machine Learning-Based Detection of Sleep Apnea Events by Kristina Zovko, Yann Sadowski, Toni Perković, Petar Šolić, Ivana Pavlinac Dodig, Renata Pecotić, Zoran Đogaš

“…Through extensive feature engineering and preprocessing, the framework optimizes data representation by normalizing, scaling, and encoding input features to enhance computational efficiency and model performance. …”
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Mitogenomic Phylogenetic Analyses Reveal New Insights into the Taxonomy and Evolution of Parnassiinae Swallowtail Butterflies (Lepidoptera: Papilionidae) by Lu Song, Xiaoxiao Chen, Xiushan Li, Raul Narciso C. Guedes, Youssef Dewer, Suqin Shang, Jingjiang Zhou

“…Both mitogenomes are circular, double-stranded molecules, measuring 15,377 bp and 15,348 bp in length, each encoding 37 standard mitochondrial genes: 13 protein-coding genes (PCGs), 22 transfer RNA genes, 2 ribosomal RNA genes, and an A + T-rich control region. …”
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Mitochondrial Fusion Proteins and Human Diseases by Michela Ranieri, Simona Brajkovic, Giulietta Riboldi, Dario Ronchi, Federica Rizzo, Nereo Bresolin, Stefania Corti, Giacomo P. Comi

“…An expanding number of degenerative disorders are associated with mutations in the genes encoding MFN2 and OPA1, including Charcot-Marie-Tooth disease type 2A and autosomal dominant optic atrophy. …”
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Exploring the prognosis of calponin h1 in carcinogenesis: A novel target in biomedical research by Roshna Sankar, Sharon John, Priya Devi, Sameer Gupta, Shalini Gupta

“…Vertebrate species possess three distinct isoforms of calponin, encoded by the homologous genes CNN1, CNN2, and CNN3, whose structures and genes are elucidated in the subsequent review. …”
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Simulating non-completely positive actions via exponentiation of Hermitian-preserving maps by Fuchuan Wei, Zhenhuan Liu, Guoding Liu, Zizhao Han, Dong-Ling Deng, Zhengwei Liu

“…In addition, it facilitates the encoding-free recovery of noiseless quantum states from multiple noisy ones by simulating the inverse map of the corresponding noise channel, providing a new approach to handling quantum noises. …”
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Exome Sequencing Identified a Recessive RDH12 Mutation in a Family with Severe Early-Onset Retinitis Pigmentosa by Bo Gong, Bo Wei, Lulin Huang, Jilong Hao, Xiulan Li, Yin Yang, Yu Zhou, Fang Hao, Zhihua Cui, Dingding Zhang, Le Wang, Houbin Zhang

“…A homozygous mutation c.437T<A (p.V146D) in the retinol dehydrogenase 12 (RDH12) gene, which encodes an NADPH-dependent retinal reductase, was identified as being related to the phenotype of this arRP family. …”
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Edge-Aware Dual-Task Image Watermarking Against Social Network Noise by Hao Jiang, Jiahao Wang, Yuhan Yao, Xingchen Li, Feifei Kou, Xinkun Tang, Limei Qi

“…To realize this, the EASHM leverages knowledge distillation from an edge detection teacher and employs a dual-task encoder that simultaneously performs edge detection and watermark embedding through maximal parameter sharing. …”
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Clinical and genetic analysis of a Chinese family with GM1 gangliosidosis caused by a novel mutation in GLB1 gene by Biao Zhang, Xiao-li Huang, Xin-xin Lu, Heng-bin Huang, Yan-an Wu

“…Enzyme activity of β-galactosidase was detected in 293T cells transiently transfected with plasmids encoding the detected mutations.ResultsTwo siblings in this family presented with neurological degeneration, and were classified as the late-infantile type. …”
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The protective effect and crucial biological pathways analysis of Trametes lactinea mycelium polysaccharides on acute alcoholic liver injury in mice based on transcriptomics and me... by Jinbin Hao, Liyun Ye, Guoliang Meng, Yanjiao Song, Junsheng Fu, Xiaoping Wu

“…Assessment of the changes in gene expression and metabolites revealed the significantly different expression of several genes encoding key enzymes and metabolites in choline metabolism pathway. …”
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A Deep-Learning Prediction Model for Imbalanced Time Series Data Forecasting by Chenyu Hou, Jiawei Wu, Bin Cao, Jing Fan

“…To tackle these issues, we propose a self-attention-based time-varying prediction model with a two-stage training strategy. First, we use an encoder-decoder module with the multi-head self-attention mechanism to extract common patterns of time series. …”
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Comparative Analysis of the Glutathione S-Transferase Gene Family of Four Triticeae Species and Transcriptome Analysis of GST Genes in Common Wheat Responding to Salt Stress by Yongchao Hao, Shoushen Xu, Zhongfan lyu, Hongwei Wang, Lingrang Kong, Silong Sun

“…Glutathione S-transferases (GSTs) are ancient proteins encoded by a large gene family in plants, which play multiple roles in plant growth and development. …”
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The NIN transcription factor coordinates CEP and CLE signaling peptides that regulate nodulation antagonistically by Carole Laffont, Ariel Ivanovici, Pierre Gautrat, Mathias Brault, Michael Anthony Djordjevic, Florian Frugier

“…Abstract Legumes tightly regulate nodule number to balance the cost of supporting symbiotic rhizobia with the benefits of nitrogen fixation. C-terminally Encoded Peptides (CEPs) and CLAVATA3-like (CLE) peptides positively and negatively regulate nodulation, respectively, through independent systemic pathways, but how these regulations are coordinated remains unknown. …”
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Novel cycloviruses identified by mining human blood metagenomic data show close relationship to those from animals by Yuanqing Wang, Yuanqing Wang, Xiaojie Jiang, Yuan Xi, Siqi Wei, Songyi Ning, Wen Zhang, Wen Zhang

“…We used viral metagenomics to mine, analyze, and visualize the human blood virome, successfully identifying three new genomes, each encoding Rep and Capsid proteins. These proteins are crucial for viral replication and host-cell interaction: the Rep protein is involved in initiating viral genome replication, while the Capsid protein plays a key role in the assembly of new virions and the virus's ability to interact with host immune systems. …”
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