Link Scheduling in Satellite Networks via Machine Learning Over Riemannian Manifolds by Joarder Jafor Sadique, Imtiaz Nasim, Ahmed S. Ibrahim

“…Simulation results demonstrate that both RNN and CNN over Riemannian manifolds deliver comparable performance to the fractional programming-based link scheduling (FPLinQ) benchmark. Remarkably, unlike other ML-based models that require extensive training data, both models only need 30 training samples to achieve over 99% of the sum rate while maintaining similar computational complexity relative to the benchmark.…”
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Spatiotemporal Expression and Molecular Characterization of miR-344b and miR-344c in the Developing Mouse Brain by Jia-Wen Leong, Syahril Abdullah, King-Hwa Ling, Pike-See Cheah

“…In contrast, miR-344b was not detectable in the adult brain while miR-344c was expressed exclusively in the adult olfactory bulb and cerebellar granular layer. Stem-loop RT-qPCR analysis of whole brain RNAs showed that expression of the miR-344b and miR-344c was increased as brain developed throughout the embryonic stage and maintained at adulthood. …”
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A Preferable Approach for the Quality Control of Xiaoer Chiqiao Qingre Granules Based on the Combination of Chromatographic Fingerprints and Chemometrics by Tong Xu, Xiaoqi Li, Mengmeng Huang, Qi Wang, Chao Li, Gang Tian, Yan Chen

“…A single-wavelength HPLC fingerprint was performed to identify 18 peaks as common peaks in the beginning, and 12 of them were recognized by HPLC-Q/TOF-MS. To overcome the limitation of the single-wavelength HPLC fingerprint, a three-wavelength (230 nm, 250 nm, and 330 nm) fusion fingerprint was established for a more thorough quality assessment. …”
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Nicorandil Ameliorates Depression‐Like Behaviors After Traumatic Brain Injury by Suppressing Ferroptosis Through the SLC7A11/GPX4 Axis in the Hippocampus by Yao‐Ran Tu, Ming Tan, Yao Li, De‐Quan Hong, Fan Niu

“…The SLC7A11/GPX4 axis was analyzed using quantitative real‐time PCR (qRT‐PCR) and Western blot analysis. Results Nicorandil administration significantly ameliorated depression‐like behaviors in rats with TBI. …”
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Proposal for a predictive scale of cognitive impairment in adult patients with neurocysticercosis by Jorge Luis Anaya González, Francisco López-Muñoz, Erlen Carmona Alvarez-Builla, Adriana Edit Miniet Castillo, Laudelina Moreira Tusell

“…<span class="VIiyi" lang="en"><span class="JLqJ4b ChMk0b" data-language-for-alternatives="en" data-language-to-translate-into="es" data-phrase-index="0" data-number-of-phrases="1"><span class="Q4iAWc">Through data provided by previous research, the variables related to the appearance of cognitive impairment were selected in the bivariate analysis (p&lt;0.05).…”
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Türkiye’deki İkinci El Konut Satışlarının Bulanık Mantık İlişkilere Dayalı Bulanık Zaman Serisi Yaklaşımı ile Öngörüsü by Cem Koçak, Taha Bahadır Saraç

“…Bu çalışmada öncelikle Türkiye’deki ikinci el konut satış verileri için klasik ARIMA(p,d,q) (Box ve Jenkıns, 1976) ile literatürde temel bulanık zaman serisi yöntemlerinden biri olan Chen (1996)’in bulanık mantık ilişkilere dayalı yöntemlerinin öngörü performansları karşılaştırılmıştır. …”
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Dihydromyricetin inhibits injury caused by ischemic stroke through the lncRNA SNHG17/miR-452-3p/CXCR4 axis by Jiacheng Xie, Qiuyue Yang, Xueliang Zeng, Qi Zeng, Hai Xiao

“…The mechanism of action of DHM was explored by RT-qPCR, ELISA, luciferase reporter gene assay and western blotting. …”
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MSC-derived exosome ameliorates pulmonary fibrosis by modulating NOD 1/NLRP3-mediated epithelial-mesenchymal transition and inflammation by Wei Chen, Jie Peng, Xiangyi Tang, Shao Ouyang

“…Classic molecular biology approaches such as RT-qPCR, Western blot, immunofluorescence, and ELISA were used to examine molecular pathways. …”
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KAT2B inhibits proliferation and invasion via inactivating TGF-β/Smad3 pathway-medicated autophagy and EMT in epithelial ovarian cancer by Yuqin Yao, Yuna Niu, Honggui Zhou, Min Yong

“…RNA sequencing (RNA-seq) further identified altered gene expression profiles following KAT2B silencing in EOC cells. Western blot and qRT-PCR were employed to assess the protein and mRNA expression, respectively. …”
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Notch Signaling Pathway Promotes Th17 Cell Differentiation and Participates in Thyroid Autoimmune Injury in Experimental Autoimmune Thyroiditis Mice by Hao Liu, Yiwen Li, Yujiao Zhu, Lei Ma, Haibo Xue

“…HE staining, IHC staining, flow cytometry, RT-qPCR, and ELISA were used to evaluate the degrees of thyroiditis, detect the percentage of Th17 cells and measure the expression of retinoic acid-related orphan receptor gamma t (RORγt), interleukin-17A (IL-17A), and the main components of the Notch signaling pathway. …”
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Deep-Sea Ecosystems as an Unexpected Source of Antibiotic Resistance Genes by Wei Zhang, Yingdong Li, Yunmeng Chu, Hao Liu, Hongmei Jing, Qianfeng Xia

“…Mobile genetic elements, such as IncQ and RP4 plasmids, were also identified. The ratio of nonsynonymous to synonymous substitutions (pN/pS) values of these genes suggest different evolutionary strategies in response to deep-sea conditions and possible human impacts. …”
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Nano-Azo Ligand and Its Superhydrophobic Complexes: Synthesis, Characterization, DFT, Contact Angle, Molecular Docking, and Antimicrobial Studies by Gehad G. Mohamed, Walaa H. Mahmoud, Ahmed M. Refaat

“…The binding between H2L and its Cd(II) complex with receptors of the crystal structure of S. aureus (PDB ID: 3Q8U), crystal structure of protein phosphatase (PPZ1) of Candida albicans (PDB ID: 5JPE), receptors of breast cancer mutant oxidoreductase (PDB ID: 3HB5), and crystal structure of Escherichia coli (PDB ID: 3T88) was predicted and given in detail using molecular docking.…”
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MAGI2-AS3 hypermethylated in promoter region promotes migration and invasion of head and neck squamous cell carcinoma via miRNA-31-5p/AR axis by Kai Yue, Ting Zhang, Huanhuan Wang, Bo Wang, Yalin Mu, Hui Li

“…Molecular regulatory mechanism of MAGI2-AS3 in HNSCC is not yet mature.In this study, we analyzed the methylation level of MAGI2-AS3 promoter and its downstream miR-31-5p/AR axis by bioinformatics methods. qRT-PCR was used to detect the mRNA expression level of each gene, and western blot was used to detect the expression level of AR proteins in tissues and cells. …”
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Decoding CKD-induced muscle atrophy through the critical role of lncRNA GAS5 and pyroptosis by Rong Huang, Xinying Tang, Shuang Liu, Lijing Sun

“…Using RNA sequencing (RNA-seq), we discerned elevated GAS5 expression in the muscles of CKD mice and verified these findings by real-time qPCR. Transmission electron microscopy confirmed morphological signs of pyroptosis, a potentially causal cellular death form. …”
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Plexin C1 Marks Liver Cancer Cells with Epithelial Phenotype and Is Overexpressed in Hepatocellular Carcinoma by Gorkem Odabas, Metin Cetin, Serdar Turhal, Huseyin Baloglu, A. Emre Sayan, Tamer Yagci

“…Transcript and protein levels of Plexin C1 in HCC cell lines were determined by RT-qPCR and Western blotting, respectively. In vivo evaluation of Plexin C1 expression in HCC tissues was accomplished by immunohistochemistry studies in tissue microarrays. …”
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Alcanos en cultivares comerciales de festuca alta [Lolium arundinacea (Schreb.) Darbysh.] como indicador de su consumo por bovinos by M.L. BAKKER, M.D.C. FERRAGINE, M. BIGLIARDI

“…El contenido total (mg/kg MS) de n-alcanos impares en los cvs fue, en orden creciente, “Arizona” (369), “FesCon3”, “FesCon2”, “AxL”, “FesCon4”, “Royal Q 100”, “Flecha” (600 a 750) y “Taita”, “FesCon1”, “Malma”, “GFL 200” y “GFL 201” (800 a 850). …”
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Bi-GRU Enhanced Cost-Effective Memory-Aware End-to-End Learning for Geometric Constellation Shaping in Optical Coherent Communications by Zhiyang Liu, Xiaoyu Liu, Shilin Xiao, Weiying Yang, Weisheng Hu

“…Results show that the proposed bi-GRU based GCS scheme can achieve a performance gain over square 64QAM in mutual information (MI) with 0.12 bits&#x002F;symbol and a Q-factor gain of 0.4 dB at optimal launched optical power. …”
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Network pharmacology combined with experimental verification for exploring the potential mechanism of phellodendrine against depression by Lili Hu, Na Wu, Jue Wang, Donghui Cai

“…The mitochondrial DNA (mtDNA) copy number, inflammatory cytokines and pathway-related mRNA expressions in PC12 cell were determined via quantitative PCR (qPCR) and enzyme-linked immunosorbent assay to verify our finding. …”
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LINC00941 affects the proliferation, apoptosis and differentiation of osteoblasts by regulating the miR-335-5p/KAT7 axis by Longjin Liu, Ye Yang, Pengxiao Sun

“…Methods The expression levels of LINC00941, miR-335-5p, KAT7 and osteoblast differentiation-related markers were assessed using RT-qPCR. The proliferation of MC3T3-E1 cells was evaluated through the CCK-8 assay, and cell apoptosis was analyzed via flow cytometry. …”
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Extracting Fruit Disease Knowledge from Research Papers Based on Large Language Models and Prompt Engineering by Yunqiao Fei, Jingchao Fan, Guomin Zhou

“…The experimental results indicate that LLM models have a high accuracy rate in handling judgment tasks and simple knowledge Q&A tasks. The K-Extract method is simple, efficient, and accurate, and can serve as a convenient tool for knowledge extraction in the agricultural field.…”
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