Approaches to Extracting Patterns of Service Utilization for Patients with Complex Conditions: Graph Community Detection vs. Natural Language Processing Clustering by Jonas Bambi, Hanieh Sadri, Ken Moselle, Ernie Chang, Yudi Santoso, Joseph Howie, Abraham Rudnick, Lloyd T. Elliott, Alex Kuo

“…Method: Working with longitudinal cross-continuum encounter data from a regional health service system, various pattern detection analyses were conducted, employing (1) graph community detection algorithms, (2) natural language processing (NLP) clustering, and (3) a hybrid NLP–graph method. …”
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Genome-wide identification and expression pattern analysis of NAC family in Taxus yunnanensis and the TyuNAC30 role in paclitaxel production by Jiangtao Fan, Yong Wang, Mengke Dou, Qiuhong Hu, Qing Li, Shengmei Gan, Mingwei Jing, Gang Wang, Xiong Huang

“…Expression profiling revealed diverse tissue-specific expression patterns, with most TyuNACs highly expressed in bark. …”
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Genome-wide identification of GATA family genes in sweet potato (Ipomoea batatas L.) and their expression patterns under abiotic stress by Chong Wang, Mengjiao Lan, Manqiu Xiao, Ying Peng, Ying Peng, Hao Pan, Jiaqi Deng, Wensheng Wu

“…Overall, this experiment conducted a systematic exploration of GATA genes by investigating their evolutionary relationships, structural characteristics, functional properties, and expression patterns, thereby establishing a theoretical foundation for further in-depth research on the features of the GATA gene family.…”
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Patterns of Variation in the Usage of Fatty Acid Chains among Classes of Ester and Ether Neutral Lipids and Phospholipids in the Queensland Fruit Fly by Shirleen S. Prasad, Matthew C. Taylor, Valentina Colombo, Heng Lin Yeap, Gunjan Pandey, Siu Fai Lee, Phillip W. Taylor, John G. Oakeshott

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Epigenome-wide DNA methylation analysis reveals differentially methylation patterns in skeletal muscle between Chinese Chenghua and Qingyu pigs by Kai WANG, Ping-xian WU, Shu-jie WANG, Xiang JI, Dong CHEN, An-an JIANG, Wei-hang XIAO, Yan-zhi JIANG, Li ZHU, Yang-shuang ZENG, Xu XU, Xiao-tian QIU, Ming-zhou LI, Xue-wei LI, Guo-qing TANG

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Differential methylation patterns in cord blood associated with prenatal exposure to neighborhood crime: an epigenome-wide association study and regional analysis by Chantel L. Martin, Jiawen Chen, Alena S. D’Alessio, Cavin K. Ward-Caviness, Ai Ye, Evans K. Lodge, Lea Ghastine, Radhika Dhingra, Dereje D. Jima, Susan K. Murphy, Cathrine Hoyo

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Patterns and Associated Factors of Congenital Anomalies Among Neonates in 14 Yemeni Governorates 2021–2023: A Case: Control Study by Hiam Al-Atnah, Anas Al-Qubati, Amir Addin Al-Hashedi, Muath Al-Saidy, Saleh Al-Shawish, Moamer M. Badi, Najeeb Al-Qubati, Yasser Ghaleb, Maha Al-Muntaser

“…The current study aimed to determine the patterns and associated factors of congenital anomalies in 14 Yemeni governorates between 2021 and 2023. …”
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Identification of anoikis-related genes classification patterns and immune infiltration characterization in chronic rhinosinusitis with nasal polyps based on machine learning by Ziqi Chen, Lingmei Qu, Qing Hao, Shuang Teng, Shuo Liu, Qin Wu, Hongtian Yi, Xianji Shen, Liang Li, Zhaonan Xu, Yanan Sun

“…The diagnostic performance of candidate genes was evaluated using Receiver Operating Characteristic (ROC) analysis. Functional annotation was performed based on Gene Ontology (GO) terms, and pathway enrichment analysis was conducted using the Kyoto Encyclopedia of Genes and Genomes (KEGG) database. …”
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Centre-level fluid management practices in the BISTRO trial and their lack of association with participant fluid status and blood pressure in non-anuric haemodialysis patients by Neena Johal, Radha Sharma, John Belcher, David Coyle, Elizabeth J. Lindley, David Keane, Fergus J. Caskey, Indranil Dasgupta, Andrew Davenport, Ken Farrington, Sandip Mitra, Paula Ormandy, Martin Wilkie, Jamie Macdonald, Ivonne Solis-Trapala, Julius Sim, Simon J. Davies

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Prevalence of Palatally Displaced Canines and Their Association with Dental and Skeletal Anomalies: A Retrospective Study by Alicia Martínez-González, María Elena Montes-Díaz, Nuria Esther Gallardo-López, Pedro Colino-Gallardo, Laura Criado-Pérez, Alfonso Alvarado-Lorenzo

“…No relation to skeletal class was observed, but a normodivergent growth pattern did show an association (<i>p</i> < 0.05). …”
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SpaCcLink: exploring downstream signaling regulations with graph attention network for systematic inference of spatial cell–cell communication by Jingtao Liu, Litian Ma, Fen Ju, Chenguang Zhao, Liang Yu

“…Results In this study, we put forward SpaCcLink, a cell–cell communication analysis method that takes into account the downstream influence of individual receptors within cells and systematically investigates the spatial patterns of communication as well as downstream signal networks. …”
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Genome-wide identification of the P4ATPase gene family and its response to biotic and abiotic stress in soybean (Glycine max L.) by Jingjing Wei, Gaoyang Zhang, Huanhuan Lv, Saidi Wang, Xingyu Liu, Yanli Qi, Zhongke Sun, Chengwei Li

“…Conclusion In summary, genome-wide identification and evolutionary and expression analyses of the GmALAs gene family in soybean were conducted. Our work provides an important theoretical basis for further understanding GmALAs in biological functional studies.…”
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Mediating effect of TyG index on the association between glucose-lipid metabolism-related dietary pattern and T2DM: a propensity score-matched analysis by ShuShu Li, Rong Xia, Xing Gong, Chao Wang, Hechun Liu, Huibin Dong, Zhangyao Su, Yucheng Liang, Shoulin Wang, Tao Yang

“…Multivariable logistic regression and restricted cubic spline regression models were used to assess associations between there DPs with prevalent T2DM, as well as insulin resistance and β-cell function (HOMA-TyG). Mediation analyses were conducted to evaluate whether the HOMA-TyG index mediated the relationship between DPs and T2DM. …”
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Pattern of Thyroid Disorders in a Tertiary Care Centre of a High-Altitude Region of Nepal: A hospital-based retrospective study by Tirtha Narayan Sah, Anuraj Anu, Binamra Bista

“…This study aimed to identify the prevalence and pattern of thyroid disorders in this region. Methods: A retrospective hospital-based cross-sectional study was conducted using data from the Karnali Academy of Health Sciences, Jumla, spanning from 1st January–31st December 2023. …”
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Pattern of Thyroid Disorders in a Tertiary Care Centre of a High-Altitude Region of Nepal: A hospital-based retrospective study by Tirtha Narayan Sah, Anuraj Anu, Binamra Bista

“…This study aimed to identify the prevalence and pattern of thyroid disorders in this region. Methods: A retrospective hospital-based cross-sectional study was conducted using data from the Karnali Academy of Health Sciences, Jumla, spanning from 1st January–31st December 2023. …”
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Randomized Controlled Trial of Gastrocnemius Muscle Analysis Using Surface Electromyography and Ultrasound in Different Striking Patterns of Young Women’s Barefoot Running by Yuwei Liu, Justin Fernandez

“…This study examines the differences in force modes and muscle morphology of the gastrocnemius calf muscle under distinct striking patterns. A randomized controlled trial was conducted with twenty young female runners, ten typically striking on their forefoot and ten on their rearfoot, all without lower limb injuries in the past six months. …”
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Characterization of new otic enhancers of the pou3f4 gene reveal distinct signaling pathway regulation and spatio-temporal patterns. by Àlex Robert-Moreno, Silvia Naranjo, Elisa de la Calle-Mustienes, José Luis Gómez-Skarmeta, Berta Alsina

“…Here we characterize the spatio-temporal patterns of these regulatory elements in zebrafish transgenic lines. …”
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Patterns of care in the management of high-risk COPD in Australia (2015–2019): an observational study for the CONQUEST quality improvement programResearch in context by Christine Jenkins, Andrew P. Dickens, Alexander Evans, Porsche Le Cheng, Florian Heraud, Kerry Hancock, Anita Sharma, Belinda Cochrane, Alexander Roussos, Chantal Le Lievre, John Blakey, Sinthia Bosnic-Anticevich, Victoria Carter, Angelina Catanzariti, Clare Ghisla, Mark Hew, Brian Ko, Thao Le, Paul Leong, Vanessa M. McDonald, Chi Ming Lau, Jennifer L. Perret, Rachel Pullen, Kanchanamala Ranasinghe, Joan B. Soriano, Deb Stewart, Marije van Melle, Russell Wiseman, David Price

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Assessment of Sleep Patterns and Their Correlation with Height in Children Aged 8–11 Years: Insights from the Sleep Disturbance Scale for Children (SDSC) by Ahmad mahfur, Laksmitha Saktiono Safitri, Hawin Nurdiana, Annisa Nurul Arofah

“…The results revealed no significant association between sleep patterns and children's height (p = 0.649). Most participants were 8 years old, with poor sleep patterns observed. …”
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Comprehensive bioinformatic profiling of matrix metalloproteinases and their inhibitors: Expression and interaction patterns in head and neck cancer toward predictive biomarkers an... by Rishaba Byju, Sredha Sunil, Sabari Sadhasivan, Rajesh Parsanathan

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