ADMET evaluation in drug discovery: 21. Application and industrial validation of machine learning algorithms for Caco-2 permeability prediction by Dong Wang, Jieyu Jin, Guqin Shi, Jingxiao Bao, Zheng Wang, Shimeng Li, Peichen Pan, Dan Li, Yu Kang, Tingjun Hou

“…We believe that the model developed in this study could represent a reliable tool for assessing Caco-2 permeability during early-stage drug discovery and the chemical transformation rules derived here could provide insights for optimizing Caco-2 permeability. Scientific contribution A comprehensive validation of various machine learning algorithms combined with diverse molecular representations on a large dataset for predicting Caco-2 permeability was reported. …”
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Donor-derived cell-free DNA for detection of acute rejection in lung transplant recipients by Gökce Yavuz, Julia Walter, Julia Walter, Kaimo Hirv, Oliver Wachter, Andrea Dick, Julia Kovacs, Julia Zimmermann, Olaf M. Glueck, Maximilian Vorstandlechner, Nicole Samm, Jan M. Fertmann, Wulf Sienel, Sebastian Michel, Sebastian Michel, Michael Irlbeck, Nikolaus Kneidinger, Nikolaus Kneidinger, Nikolaus Kneidinger, Rudolf Hatz, Rudolf Hatz, Jürgen Behr, Jürgen Behr, Christian Schneider, Christian Schneider, Teresa Kauke, Teresa Kauke

“…%ddcfDNA levels were also elevated in patients with FEV1 loss compared to those with stable or improving FEV1 after 12 months (1.98% vs. 1.36%, p=0.04). An optimal cut-off of 0.73% for %ddcfDNA was calculated to detect ACR and AMR with 80% specificity and 68% sensitivity.Discussion%ddcfDNA is a promising biomarker for identifying allograft injury due to acute rejection in LTR and could be a valuable tool for monitoring allograft health.…”
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Acute Infusion-Related Side Effects of Amphotericin B Lipid Complex (ABLC) in Oncohematological Patients: Real-World Data from Brazilian Reference Centers by Francelise Bridi Cavassin, Marcello Mihailenko Chaves Magri, Ariela Victoria Borgmann, Isabela Dombeck Floriani, Marina Rachid Barreto, Tania Zaleski, Fabianne Altruda de Moraes Costa Carlesse, Giovanni Luís Breda, Fábio de Araújo Motta, Diego Rodrigues Falci, Ana Verena Almeida Mendes, Hugo Paz Morales, Patrícia Silva Montes, Mariane Taborda, Talita Teles Teixeira Pereira, João Luiz Baú-Carneiro, Flávio Queiroz-Telles

“…Therefore, services providing amphotericin B (AMB) must reinforce protocols or implement new measures that optimize tolerability and safety during the treatment of patients with oncohematological disease, with special attention to patients with neutropenia, prioritizing the liposomal formulation of AMB whenever possible.…”
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Exploring the utility of different bulking agents for speeding up the composting process of household kitchen waste by Sania Mussa, Muhammad Farhan, Shoaib Ahmad, Khadija Zahra, Amina Kanwal, Qaiser Farid Khan, Muhammad Afzaal, Abdul Wahid, Pallab K. Sarker, Mohamed A. El-Sheikh, Shafaqat Ali

“…This study is designed to achieve a zero-waste concept and to convert HKW. We optimized the type and size of three different bulking agents to speed up the composting process. …”
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Antioxidant effect of Lactobacillus fermentum HFY02-fermented soy milk on D-galactose-induced aging mouse model by Tiantian Hu, Rui Chen, Yu Qian, Ke Ye, Xingyao Long, Kun-Young Park, Xin Zhao

“…This study aimed to investigate the antioxidant effect of soybean milk fermented by a new type of Lactobacillus fermentum (LF-HFY02) by using D-galactose induced aging mice model. Firstly, the optimal fermentation conditions was screened out by detecting the effects of different fermentation temperature and time on the active components and antioxidant activity of soybean milk in vitro. …”
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Impact of whey bioactive hydrolysates on the quality of fat fillings for confectionery products by Stožinić Milica V., Zarić Danica B., Rakin Marica B., Lončarević Ivana S., Pajin Biljana S., Bulatović Maja Lj

“…MWP exhibited the most optimal rheological characteristics with the lowest yield stress. …”
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H. pylori-Associated Gastritis, Gastritis after H. pylori Eradication and H. pylori-Negative Gastritis: Algorithm of Diagnosis and Treatment (Literature Review and Resolution of... by V. T. Ivashkin, I. V. Maev, T. L. Lapina, Yu. A. Kucheryavyy, S. R. Abdulkhakov, O. P. Alekseeva, S. A. Alekseenko, D. N. Andreev, I. G. Bakulin, N. V. Bakulina, D. S. Bordin, Z. M. Galeeva, N. N. Dekhnich, N. V. Korochanskaya, R. O. Kuvaev, M. A. Livzan, M. F. Osipenko, S. S. Pirogov, V. I. Simanenkov, O. A. Storonova, A. S. Tertychnyy, A. S. Trukhmanov, Yu. P. Uspenskiy, I. B. Khlynov, V. V. Tsukanov

“…Conventional triple therapy combined with bismuth tripotassium dicitrate allows for achieving optimal cure rates of H. pylori eradication. Addition of rebamipide to regimens of H. pylori eradication improves their efficiency. …”
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A retrospective analysis on maternal and neonatal outcomes in pSS/AITD pregnancies by Miaoguan Peng, Taizhen Luo, Xiaoshi Weng, Yanmei Dong, Yijuan Xie, Siqi Huang, Naifeng Liang, Shiyun Wen, Yaojie Zhai, Yingjun Xie, Yuyi Chen

“…These results emphasize the importance of monitoring and managing thyroid health during pregnancy to optimize maternal and neonatal outcomes. Further exploration is essential to unravel the precise mechanisms through which AITD impacts fetal growth and to identify potential interventions to mitigate these effects.…”
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Restrictive transfusion strategy for critically injured patients (RESTRIC) trial: a study protocol for a cluster-randomised, crossover non-inferiority trial by Kaori Ito, Kazuhiko Sekine, Hiroaki Iijima, Yutaka Kondo, Takashi Tagami, Mineji Hayakawa, Daisuke Kudo, Takayuki Ogura, Tetsuya Yumoto, Akira Endo, Yosuke Matsumura, Shigeki Kushimoto

“…Introduction Resuscitation using blood products is critical during the acute postinjury period. However, the optimal target haemoglobin (Hb) levels have not been adequately investigated. …”
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A Method for Quantifying Mung Bean Field Planting Layouts Using UAV Images and an Improved YOLOv8-obb Model by Kun Yang, Xiaohua Sun, Ruofan Li, Zhenxue He, Xinxin Wang, Chao Wang, Bin Wang, Fushun Wang, Hongquan Liu

“…The results indicated that on the 13th day post seeding, a 2640 × 1978 image captured at 7 m above ground level exhibited optimal detection performance. Compared with YOLOv8, YOLOv8-obb, YOLOv9, and YOLOv10, the YOLOv8-obb-p2 model improved precision by 1.6%, 0.1%, 0.3%, and 2%, respectively, and F1 scores improved by 2.8%, 0.5%, 0.5%, and 3%, respectively. …”
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Normative and limit values of speed, endurance and power tests results of young football players by Michał Nowak, Michał Nowak, Marta Szymanek-Pilarczyk, Marta Szymanek-Pilarczyk, Artur Stolarczyk, Łukasz Oleksy, Łukasz Oleksy, Jarosław Muracki, Jacek Wąsik

“…The developed percentile charts and tables offer a valuable tool for coaches and sports scientists to monitor progress, optimize training loads, and minimize the risk of injury, providing a frame of reference for assessing the physical development of young soccer players. …”
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Deciphering the role of miRNA-mRNA interactions in cerebral vasospasm post intracranial hemorrhage by Xiang Chu, Xiang Chu, Xiyan Zhu, Honghao Xu, Wenbing Zhao, Debin Guo, Xing Chen, Jinze Wu, Lei Li, Hao Wang, Jun Fei

“…This approach elucidates the intricate molecular mechanisms underlying CVS and uncovers potential therapeutic targets, thereby providing a valuable foundation for refining and optimizing future treatment strategies.…”
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Determination of Pharmaceutical Residues by UPLC-MS/MS Method: Validation and Application on Surface Water and Hospital Wastewater by Bui Van Hoi, Cam-Tu Vu, Lan-Anh Phung-Thi, Thao Thi Nguyen, Phuong Thanh Nguyen, Huong Mai, Phuong-Thu Le, Thanh-Hien Nguyen, Dao Thanh Duong, Hue Nguyen Thi, Dung Le-Van, Dinh Binh Chu

“…The present study also optimized the operating parameters of the mass spectrometer to achieve the highest analytical signals for all target compounds. …”
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Data-driven machine learning approaches for simultaneous prediction of peak particle velocity and frequency induced by rock blasting in mining by Yewuhalashet Fissha, Prashanth Ragam, Hajime Ikeda, N. Kushal Kumar, Tsuyoshi Adachi, P.S. Paul, Youhei Kawamura

“…In the context of the mining and civil industry, the application of this study offers significant potential for enhancing safety protocols and optimizing operational efficiency. By employing machine learning models, this research aims to accurately predict and assess ground vibrations with frequency resulting from rock blasting.…”
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Evaluation of sex-based differences in below-the-knee plaque histology in patients who underwent amputation for chronic limb-threatening ischemia by Fouzul Kansul, Deborah Vela, MD, Judit Csore, MD, Bright Benfor, MD, Sasha Suarez, MD, Anahita Dua, MD, MBA, MSC, Trisha L. Roy, MD, PhD

“…This study aims to evaluate sex-based differences in the vessel wall characteristics of patients who underwent amputation owing to critical limb-threatening ischemia to optimize personalized treatment planning and aid in the selection of endovascular devices for PAD patients. …”
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Childhood-Onset Takayasu Arteritis: Clinical Features of Disease and Relapse Risk Factors by Vera Podzolkova, Galina Lyskina, Olga Shpitonkova, Angelina Polyanskaya, Svetlana Chebysheva, Marina Shakhnazarova, Jinbo Zhao, Aleksandr Suvorov, Vera Khudoroshkova, Natalia Geppe

“…Further research is needed to identify high-risk patients more accurately and optimize therapeutic strategies.…”
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A Study on the Safety and Efficacy of an Innovative Hydrophilic Dialysis Membrane by Francisco Maduell, Victor Joaquín Escudero-Saiz, Elena Cuadrado-Payán, Maria Rodriguez-Garcia, Miquel Gómez, Lida María Rodas, Néstor Fontseré, Maria del Carmen Salgado, Gregori Casals, Nayra Rico, José Jesús Broseta

“…The Toraylight NV dialyzer has great potential for efficacy but should be used at the optimal convective volume (Qi not exceeding 75 mL/min or FF not exceeding 25%) to avoid excessive albumin loss.…”
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Model Testing and Numerical Simulation of the Bearing Characteristics of Screw-Core Cement Mixing Pile by Luoan Wu, Yue Gao, Yaohui Du, Junjie Xuan, Jiu Nao, Shibo Li, Jinhao Li, Yanqi Wang, Hao Zhang, Lei Cao, Cheng Meng, Zewei Yang

“…However, considering material limitations and engineering costs, the optimal thread height ratio should be determined based on actual bearing capacity requirements and soil conditions.…”
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Subsurface drip irrigation mitigated greenhouse gas emission and improved root growth and yield in apple in semi-arid region by Jiabin Liu, Xiaodong Gao, Juanjuan Song, Mingyi Wen, Jianjun Wang, Yaohui Cai, Xining Zhao

“…Irrigation is the dominating strategy for achieving high yields and has a direct impact on greenhouse gas (GHG) emissions. As a result, optimizing irrigation methods is crucial for improving apple yield and resilience to drought while also diminishing greenhouse gas emission intensity (GHGI). …”
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Enhanced membrane protein production in HEK293T cells via ATF4 gene knockout: A CRISPR-Cas9 mediated approach by Byung-Jo Choi, Ba Reum Kim, Ho Joong Choi, Ok-Hee Kim, Say-June Kim

“…The ATF4 gene was edited by infecting HEK293T cells with a lentivirus carrying optimized single-guide RNA (ATF4-KO-3) and Cas9 genes. …”
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