Comparing and assessing physical activity and sedentary behaviour guidelines for different populations with and without chronic conditions and/or disabilities: a systematic review... by George P Nassis, Hashel Al Tunaiji, Ashokan Arumugam, Jean-Philippe Chaput, Paddy C Dempsey, Suzanne McDonough, Arto J Pesola, Reime Jamal Shalash, Raneen Mohammad Qadah, Nour Alsaafin, Shima A Mohammad Zadeh, Senthil Kumaran D, Sarah J Moss, Tamrin Veldsman, Sivapriya Ramakrishnan, Raja Regan, Esha Arora, Sulfikar Ali A, Monica Raja Kumari Raghunathan, Ovidiu Constantin Baltatu, Charlotte Häger

“…Physical activity guidelines targeting different populations with and without chronic diseases or disabilities are required to meet the diverse functional and physiological needs experienced by different subgroups of people to achieve optimal health benefits. …”
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Multivariate machine learning algorithms for energy demand forecasting and load behavior analysis by Farhan Hussain, M. Hasanuzzaman, Nasrudin Abd Rahim

“…Critical hyperparameters, such as the number of hidden neurons in ANN and the number of input membership functions in ANFIS, are optimized to effectively capture uncertainties in load patterns. …”
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Anti-inflammatory therapy for tendinopathy using Il1rn mRNA encapsulated in SM102 lipid nanoparticles by Yuan Zhang, Yuan Zhang, Xu Li, Hao Li, Ruiyang Zhang, Ti Zhang, Talante Juma, Yongfei Zhou, Quanyi Guo, Hui Zhao, Yongping Cao

“…In collagenase-induced tendinopathy mice, a single SM102-Il1rn mRNA injection attenuated inflammation, reduced MMP1/13 expression, and improved collagen alignment within 1 week. By 4 weeks, treated tendons exhibited functional recovery with normalized gait patterns. …”
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Investigation into the monitoring and control of mechanical dynamics in inclined mining equipment utilizing digital twin technology by Panshi XIE, Hang YANG, Yongping WU, Baofa HUANG, Weidian LIN, Leilei YI

“…This setup enables precise posture alignment and immediate feedback between the digital twins and their physical counterparts. …”
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Primary cell culture systems to investigate host-pathogen interactions in bacterial respiratory tract infections of livestock by Yenehiwot Berhanu Weldearegay, Louise Brogaard, Silke Rautenschlein, Jochen Meens, Peter Valentin-Weigand, Désirée Schaaf

“…Immortalized cell lines and two-dimensional cultures of primary respiratory epithelial cells do not reflect the complex architecture and functionality of the respiratory tract tissues. Thus, it is essential to develop and apply appropriate primary cell culture systems to study respiratory diseases. …”
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Detecting Postural Instability in Parkinson’s Disease From IMU-Based Objective Measures by Kendal Smith, Diego Torricelli, Miguel Gonzalez-Sanchez, Javier Ricardo Perez-Sanchez, Elisa Luque-Buzo, Francisco Grandas, Juan Miguel Marin, Jorge Andres Gomez-Garcia

“…Parkinson’s Disease (PD) is a progressive neurological disorder that affects both motor and non-motor functions. A critical aspect of PD is postural instability, which is associated with a higher risk of falls and a significant decline in mobility. …”
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Identification and characterization of soybean phytochrome-interacting factors and their potential roles in abiotic stress by Dewei Mu, Zhaowei Shui, Haoyu Guo, Hengke Jiang, Yuhan Liu, Liqiu Luo, Yanpeng Zhang, Xinxin Zhang, Jiaxin Yu, Shulin Liao, Liang Yu, Chunyan Liu, Junbo Du

“…This study elucidated the evolution, structural and functions of GmPIF family members. Clinical trial number Not applicable.…”
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A Study on the Management and Evolution of Land Use and Land Cover in Romania During the Period 1990–2022 in the Context of Political and Environmental Changes by Jenica Călina, Aurel Călina, Gheorghe Marian Vangu, Alin Constantin Croitoru, Marius Miluț, Nicolae Ion Băbucă, Ion Stan

“…Land use and land cover are the main anthropogenic factors that lead to the rapid and aggressive degradation of land and interfere with the functioning of ecosystems, especially through the expansion of urbanization and the reduction in forested areas. …”
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Whole-genome sequencing uncovers the plant growth-promoting potential of Bacillus licheniformis G41, isolated from the rhizosphere soil of Gannan navel orange by Haojie Cao, Tao Peng, Wenyuan Zhao, Huimin Huang, Shuijing Yu, Yichun Zhu

“…Therefore, developing sustainable methods aligned with modern green agriculture is crucial. …”
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Design and Implementation of a Low-Cost Controlled-Environment Growth Chamber for Vegetative Propagation of Mother Plants by Jacqueline Guerrero-Sánchez, Carlos Alberto Olvera-Olvera, Luis Octavio Solis-Sánchez, Ma. Del Rosario Martínez-Blanco, Manuel de Jesús López-Martínez, Celina Lizeth Castañeda-Miranda, Genaro Martin Soto-Zarazúa, Germán Díaz-Flórez

“…The growth chamber design aligns with the goals of open-source agricultural innovation and supports knowledge transfer in controlled-environment plant propagation technologies.…”
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Global Genetic Diversity of ZYMV Coat Protein Isolates in Cucurbits: Comparative Sequence Analysis and Phylogenetic Insights for Diagnostic Applications by Shrouk Essam Emam Farag, Shafik Ibrahim, Mamdouh Hussein Abdel-Gaffar, Atef Sadik

“…This indicates strong functional constraints on viral proteins that are essential for replication, movement, and host interactions. …”
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Reactive extrusion process to obtain a multifunctional fiber-rich ingredient from coffee hull by Jessika Soares Jacinto, Janaina Mantovan, Jaquellyne Bittencourt Moraes Duarte da Silva, Suzana Mali de Oliveira

“…The valorization of these residues as ingredients for the food industry aligns with environmental, social, and economic sustainability goals. …”
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Algae-Based Coatings for Fully Bio-Based and Colored Textile Products by Leon Blanckart, Emalika Ayomani Munasinghe, Ellen Bendt, Atiqur Rahaman, Abdelfatah Abomohra, Boris Mahltig

“…Utilizing natural fibers for production of a fully bio-based textile is an appropriate approach to align with sustainability objectives. In case of dyed products, the used dye and further finishing agents also have to be bio-based. …”
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Quantitative inversion of suspended particulate matter in Ebinur lake, an arid region: Evidence based on radiative transfer mechanism model by Ziheng Feng, Fei Zhang, Xiaolan Cai, Changjiang Liu, Di Wu, Zhenzhou Zhu, Zia Ahmed, Shuai Yuan, Xu Ma, Lifei Wei, Xin He

“…Retrieved SPM distributions align well with in-situ observations. The proposed model demonstrates high accuracy, physical consistency, and robustness for remote sensing inversion of SPM in turbid inland lakes.…”
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Patellar motion and dysfunction of its stabilizers in a biomechanical model of the knee joint by A. S. Yurova, A. I. Tyagunova, F. B.  Loginov, Yu. V. Vassilevski, A. V. Lychagin, E. B. Kalinsky, E. V. Larina, N.  V. Gorohova, K. A. Devyatyarov, O. N. Bogdanov, I. B. Kovalenko, K. V. Chesnokova, M. A.  Dergachev, E. Yu. Mychka, O. N. Kosukhin

“…The presented biomechanical model provides a detailed analysis of the normal dynamics of the patella and the role of different anatomical structures in its functioning and can be used for further experiments investigating of the patellar movement. …”
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Context-Aware Gene Embedding Pipeline (CGEP): An Accessible, Regulatory-Region-Inclusive Embedding Framework for Interpretable Disease-Agnostic Prediction by Twaha Ahmed Minai, Zubair Ahmed Shaikh, Asim Imdad Wagan, M. Kamran Azim, Syed Muhammad Muaz, Muhammad Shoaib Siddiqui

“…In this study, we propose a novel Gene Embedding Pipeline (CGEP) designed to address critical limitations in genomic deep learning by integrating both functional and regulatory genomic contexts. Unlike conventional approaches, our framework prioritizes disease-associated genes identified through contribution analysis (validated via a breast cancer case study) while remaining extensible to all pathologies with patient-derived FASTA sequences. …”
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Leveraging large language models to predict antibody biological activity against influenza A hemagglutinin by Ella Barkan, Ibrahim Siddiqui, Kevin J. Cheng, Alex Golts, Yoel Shoshan, Jeffrey K. Weber, Yailin Campos Mota, Michal Ozery-Flato, Giuseppe A. Sautto

“…Models that predict antibody biological activity enable in silico evaluation of binding and functional properties; such models can prioritize antibodies with the highest likelihood of success in laboratory testing procedures. …”
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Identifying Potential Urban Greenways by Considering Green Space Exposure Levels and Maximizing Recreational Flows: A Case Study in Beijing’s Built-Up Areas by Tao Liu, Le Yu, Xin Chen, Yunmiao Chen, Xiaomeng Li, Xinyi Liu, Yue Cao, Fan Zhang, Chenggang Zhang, Peng Gong

“…The results showed that the potential greenways network spans 1566.36 km in BBUA, encompassing 93.88% of parks and offering six diverse functions. It can serve 34.39–35.92% of bus recreation passengers, with this ratio tending to be higher on weekends. …”
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Defective Intracortical Inhibition as a Marker of Impaired Neural Compensation in Amputees Undergoing Rehabilitation by Guilherme J. M. Lacerda, Lucas Camargo, Fernanda M. Q. Silva, Marta Imamura, Linamara R. Battistella, Felipe Fregni

“…Increased MEP was associated with reduced functional independence. <b>Conclusions</b>: SICI appears to be a key factor linked to the presence of PLP, but not its intensity. …”
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Autologous collagen-induced chondrogenesis with high tibial osteotomy for large collapsed steroid-induced osteonecrosis in a patient with systemic lupus erythematosus: a case repor... by Dong Hwan Lee, Bo Seung Bae, Seon Ae Kim, Mi‑La Cho, Seok Jung Kim

“…The patient experienced progressive pain relief and functional improvement, achieving full weight bearing by 3 months. …”
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