Analysis of Consumer Behavior Data Based on Deep Neural Network Model by Shijiao Yuan

“…In order to improve the accuracy of sample classification and maximize the output function, genetic algorithm is used to optimize the samples. …”
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Bioaccessibility In Vitro of Nutraceuticals from Bark of Selected Salix Species by Urszula Gawlik-Dziki, Danuta Sugier, Dariusz Dziki, Piotr Sugier

“…This properties are strongly dependent on extraction system and genetic factors. Regardless of Salix genotypes, the lowest chelating power was found for chemically-extractable compounds. …”
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Biobased Polylactide Nanoparticles as Novel Gene Delivery Nanoplatforms: Can They Be Used for DNA Transport? by Farnaz Sadat Fattahi

“…Gene therapy is a rapidly progressing field with vast prospective for fundamentally treating human diseases such as cancer, damaged tissues, and genetic syndromes. Between various approaches of gene delivery, there is a growing interest in oral administration of DNA as one of the safest and most straightforward methods. …”
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Choice of Unmanipulated T Cell Replete Graft for Haploidentical Stem Cell Transplant and Posttransplant Cyclophosphamide in Hematologic Malignancies in Adults: Peripheral Blood or... by Shatha Farhan, Edward Peres, Nalini Janakiraman

“…However, some issues are still of concern regarding finding a donor like shrinking family sizes in many societies, underrepresentation of the ethnic minorities in the registries, genetic variability for some races, and significant delays in obtaining stem cells after starting the search. …”
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Endothelial calcium firing mediates the extravasation of metastatic tumor cells by Marina Peralta, Amandine Dupas, Annabel Larnicol, Olivier Lefebvre, Ruchi Goswami, Tristan Stemmelen, Anne Molitor, Raphael Carapito, Salvatore Girardo, Naël Osmani, Jacky G. Goetz

“…Summary: Metastatic dissemination is driven by genetic, biochemical, and biophysical cues that favor the distant colonization of organs and the formation of life-threatening secondary tumors. …”
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RIS-assisted terahertz frequency band vehicle network capacity optimization by Fatang CHEN, Xiaoling LIU, Dan WANG, Ruofan ZHANG

“…In order to alleviate the spectrum scarcity and capacity limitation of the current wireless system, the terahertz frequency band was introduced and the reconfigurable intelligent surface (RIS) was used for auxiliary communication to construct a downlink vehicle network.Considering the constraints of limited total system power, QoS constraints of cellular mobile users, and randomness constraints of vehicle and user locations, a hybrid optimization model was established for optimal power allocation and optimal deployment of RIS with the aim of maximizing the total rate of vehicle users.Based on the balance method, linear transformation method, and element elimination method, the original NP-hard problem was transformed into a convex optimization problem with complex correlation constraints and multivariate coupling.The inner layer iteration was based on the Lagrange multiplier method to solve the optimal power allocation, and the outer layer iteratively solved the optimal deployment of RIS based on a improved genetic algorithm.The simulation results show that rationally deploying the number and distribution density of RIS nodes based on optimal power allocation can save costs while achieving a higher target total capacity.…”
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Application of Optimized BP Neural Network In Financial Alert System by Qiaoyi Gao

“…Considering the shortcomings of BP neural network, genetic algorithm is used to optimize the specification. …”
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The role of the early-life gut microbiome in childhood asthma by Ulrika Boulund, Jonathan Thorsen, Urvish Trivedi, Kaare Tranæs, Jie Jiang, Shiraz A. Shah, Jakob Stokholm

“…The etiology of asthma is multifactorial, caused by both genetic and environmental factors. In recent years, the role of the early-life gut microbiome in relation to asthma has become apparent, supported by an increasing number of population studies, in vivo research, and intervention trials. …”
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An Indian Case Study on Mitochondrial Neurogastrointestinal Encephalomyopathy by Shabana Kareem, Reemy Sara Mathai

“…Mitochondrial neurogastrointestinal encephalomyopathy (MNGIE) is a unique autosomal recessive disorder characterized by mitochondrial changes resulting from mutations in the TYMP gene, responsible for encoding thymidine phosphorylase. Despite its genetic origin, the study indicates that the manifestation of MNGIE does not strictly adhere to a hereditary pattern. …”
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Single-cell transcriptomes reveal spatiotemporal heat stress response in maize roots by Ting Wang, Fanhua Wang, Shuhan Deng, Kailai Wang, Dan Feng, Fan Xu, Weijun Guo, Jia Yu, Yue Wu, Hada Wuriyanghan, Shang-Tong Li, Xiaofeng Gu, Liang Le, Li Pu

“…We find that cortex size strongly correlated with heat tolerance that is experimentally validated by using inbred lines and genetic mutation analysis of one candidate gene in maize, providing potential HS tolerance indicator and targets for crop improvement. …”
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The Endotoxin-Induced Neuroinflammation Model of Parkinson's Disease by Kemal Ugur Tufekci, Sermin Genc, Kursad Genc

“…This model, by itself or together with genetic and toxin-based animal models, provides an important tool to delineate the precise mechanisms of neuroinflammation-mediated dopaminergic neuron loss. …”
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Climate Change Adaptation: New Perspectives for Natural Resource Management and Conservation by Rebecca G. Harvey, Laura A. Brandt, Frank J. Mazzotti

“…The rate at which climate is projected to change in coming decades is likely too fast for many species to genetically adapt or to migrate to new suitable areas. …”
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The Need for Development of New HIV-1 Reverse Transcriptase and Integrase Inhibitors in the Aftermath of Antiviral Drug Resistance by Mark A. Wainberg

“…Due to reasons of both affordability and availability, some reverse transcriptase inhibitors with low genetic barrier are more commonly used in resource-limited settings. …”
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Molecular Prevalence and Identification of Ehrlichia canis and Anaplasma platys from Dogs in Nay Pyi Taw Area, Myanmar by Myint Myint Hmoon, Lat Lat Htun, May June Thu, Hla Myet Chel, Yu Nandi Thaw, Shwe Yee Win, Nyein Chan Soe, Yadanar Khaing, Su Su Thein, Saw Bawm

“…In Myanmar, there is limited information concerning tick-borne pathogens, Ehrlichia and Anaplasma spp., as well as genetic characterization of these species. We performed nested PCR for the gltA gene of the genus Ehrlichia spp. and the 16S rRNA gene of the genus Anaplasma spp. with blood samples from 400 apparently healthy dogs in Nay Pyi Taw area. …”
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Meningomielocele e seu manejo na genética pediátrica: uma revisão de tema de seus aspectos biomédicos e psicossociais by Luan Nogueira Duarte, Lia Nogueira Duarte, José Humberto Sousa Morais Júnior, Fabricia Maria de Souza Saraiva, Amanda Kely Nogueira Oliveira, Wallace William da Silva Meireles, Erlane Marques Ribeiro

“…It can be influenced by genetic and environmental factors. The consumption of folic acid and vitamin B12 has been associated with a reduced risk of congenital malformations, including myelomeningocele. …”
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Multiobjective Optimization of Precision Forging Process Parameters Based on Response Surface Method by Fayuan Zhu, Zhaohui Wang, Mi Lv

“…Nondominated sorting genetic algorithm-II (NSGA-II) was adopted to obtain the Pareto-optimal solutions. …”
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Formulation of the protein synthesis rate with sequence information by Wenjun Xia, Jinzhi Lei

“…Translation is a central biological process by which proteins are synthesized from genetic information contained within mRNAs. Here, we investigate the kinetics of translation at the molecular level by a stochastic simulation model. …”
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Chemical catalyst manipulating cancer epigenome and transcription by Yuki Yamanashi, Shinpei Takamaru, Atsushi Okabe, Satoshi Kaito, Yuto Azumaya, Yugo R. Kamimura, Kenzo Yamatsugu, Tomoya Kujirai, Hitoshi Kurumizaka, Atsushi Iwama, Atsushi Kaneda, Shigehiro A. Kawashima, Motomu Kanai

“…However, the specific consequences of each histone PTM remain largely unclear, primarily due to the lack of methods for selectively and rapidly introducing a desired histone PTM in living cells without genetic engineering. Here, we report the development of a cell-permeable histone acetylation catalyst, BAHA-LANA-PEG-CPP44, which selectively enters leukemia cells, binds to chromatin, and acetylates H2BK120 of endogenous histones in a short reaction time. …”
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Olfactory dysfunction as potential biomarker in neurodegenerative diseases: a narrative review by Nicolas De Cleene, Katarína Schwarzová, Samuel Labrecque, Clancy Cerejo, Atbin Djamshidian, Klaus Seppi, Beatrice Heim

“…We summarize the most common methods used to measure olfactory function and delve into neuropathological correlations and the alterations in neurotransmitter systems associated with OD in those neurodegenerative diseases, including differences in genetic variants if applicable, and cater to current pitfalls and shortcomings in the research.…”
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Biomechanics in the tumor microenvironment: from biological functions to potential clinical applications by Hao Peng, Zheng Chao, Zefeng Wang, Xiaodong Hao, Zirui Xi, Sheng Ma, Xiangdong Guo, Junbiao Zhang, Qiang Zhou, Guanyu Qu, Yuan Gao, Jing Luo, Zhihua Wang, Jing Wang, Le Li

“…Furthermore, the pharmacological or genetic manipulation of mechanical checkpoints, such as PIEZO1, DDR1, YAP/TAZ, and TRPV4, has shown remarkable potential in immune activation and eradication of tumors. …”
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