A platform for multisite immune profiling of premetastatic pancreatic cancer at single-cell resolution by Elishama N. Kanu, Ashley A. Fletcher, Jiayin Bao, Ethan S. Agritelley, Julia Button, Austin M. Eckhoff, Karrie Comatas, Tao Wang, Bin-Jin Hwang, Michael E. Lidsky, Sabino Zani, Dan G. Blazer, Peter J. Allen, Zhicheng Ji, Frank J. Lowery, Sri Krishna, Nicholas D. Klemen, Daniel P. Nussbaum, Erika J. Crosby

“…Abstract Background Pancreatic ductal adenocarcinoma (PDAC) is characterized by exceedingly high rates of metastatic progression, with the liver representing the most common site of distant spread. …”
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Bridging micro and macroevolution: insights from chromosomal dynamics in plants by Carmen Benítez-Benítez, Ashwini V. Mohan, Rogelio Sánchez-Villegas, Inés Gómez-Ramos, Ana Valdés-Florido, Kay Lucek, Marek Slovák, Marek Slovák, Filip Kolář, Filip Kolář, Ilia J. Leitch, Modesto Luceño, Isabel Larridon, Angelino Carta, Angelino Carta, Joan Cuscó-Borràs, Enrique Maguilla, Alegría Montero-Ramírez, Patrick G. Meirmans, Alison Dawn Scott, Santiago Martín-Bravo, Marcial Escudero

“…At the macroevolutionary level, we investigated the association between karyotype diversity and diversification rates using evidence from comparative genomics, chromosomal evolution modelling across phylogenies, and the association with several traits across different angiosperm lineages. …”
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Malware-SeqGuard: An Approach Utilizing LSTM and GRU for Effective Detection of Evolving Malware in Android Environments by Muhammad Usama Tanveer, Kashif Munir, Abdulatif Alabdulatif, Anas R. Najdawi, Rutvij H. Jhaveri

“…In this study, we introduce a state-of-the-art scheme for Android malware detection that combines the strengths of Long Short-Term Memory (LSTM) and Gated Recurrent Unit (GRU) networks. These advanced deep learning architectures are particularly adept at capturing sequential dependencies within data making them well-suited for analyzing complex time-series information, such as user behaviour patterns system logs and network traffic. …”
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Dual smart sensor data-based deep learning network for premature infant hypoglycemia detection by Muhammad Shafiq, J. Kavitha, Dhruva R. Rinku, N. K. Senthil Kumar, Kamal Poon, Amar Y. Jaffar, V. Saravanan

“…Based on features, the sorted-out data gets evaluated through a GRU-LSTM (Gated Recurrent Unit - Long Short-Term Memory) network to identify the state of the infant as usual and suggestive of hypoglycemia—blood glucose below 70 mg/dL, pale complexion, profuse perspiration. …”
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Transfer learning for securing electric vehicle charging infrastructure from cyber-physical attacks by Ahmad Almadhor, Shtwai Alsubai, Imen Bouazzi, Vincent Karovic, Monika Davidekova, Abdullah Al Hejaili, Gabriel Avelino Sampedro

“…The study also provides a comparison with different DL models such as Long Short-Term Memory (LSTM), Recurrent Neural Networks (RNN), Long Short-Term Memory-Recurrent Neural Networks (LSTM-RNN), and Gated Recurrent Unit (GRU). The CICEVSE2024 (EVSE-A and EVSE-B) datasets are used to assess the framework, where one dataset is used to train and store weights, and the second is used to evaluate the learned patterns using transfer learning. …”
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Impact of Hepatic Steatosis on the Antiviral Effects of PEG-IFNα-2a in Patients with Chronic Hepatitis B and the Associated Mechanism by Huiqing Liang, Yaoyu Liu, Xiaoqian Jiang, Xiaoting Zheng, Jinmo Tang, Jiaen Yang, Hongli Zhuang, Penghua Lai, Li Peng, Zhenying Guo, Shanshan Cai, Dan Luo, Lingxia Xu, Qianguo Mao, Shaodong Chen

“…After 48 weeks of treatment and 24 weeks of follow-up, the rates of CR, VR, and BR had gradually decreased, whereas the severity of hepatic steatosis had increased. …”
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Resistome and Phylogenomics of <i>Escherichia coli</i> Strains Obtained from Diverse Sources in Jimma, Ethiopia by Mulatu Gashaw, Esayas Kebede Gudina, Guenter Froeschl, Ralph Matar, Solomon Ali, Liegl Gabriele, Amelie Hohensee, Thomas Seeholzer, Arne Kroidl, Andreas Wieser

“…<b>Introduction</b>: In recent years, antimicrobial resistance (AMR) rates have increased significantly in bacterial pathogens, particularly extended beta-lactam resistance. …”
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An Adaptive Convolutional Neural Network With Spatio-Temporal Attention and Dynamic Pathways (ACNN-STADP) for Robust EEG-Based Motor Imagery Classification by Aaqib Raza, Mohd Zuki Yusoff

“…The proposed model integrates a Dynamic Pathway Convolution Network (DPCN) for adaptive feature extraction, incorporating a Dynamic Gating Controller (DGC) and Dynamic Adaptive Spatio-Temporal (DAST) blocks to efficiently capture multi-scale spatial and temporal dependencies. …”
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Characteristics of Anemia in Children Aged 6 Months to 5 Years Attending External Consultations at a Pediatric Hospital in Lisbon, Portugal by Réka Maulide Cane, Sérgio Chicumbe, Youssouf Keita, Anaxore Casimiro, Bárbara Martins Saraiva, Joana Vasconcelos, Beatriz Luzio Vaz, Afonso Sousa, Mafalda Cabral, Francisco Branco Caetano, Luís Varandas, Isabel Craveiro

“…Five children (6.8%) had normal hemoglobin but abnormal red-cell indices, with microcytic (60.0%; 3/5) or normocytic (40.0%; 2/5) patterns. Anemia rates were higher in males (55.1%), children aged 24–59 months, those residing in the Metropolitan Lisbon Area (82.6%), children whose caregivers had only basic or secondary education (58.0%), and those whose mothers were born in foreign countries (48.4%). …”
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Global, regional, and national burden and trends of HIV/AIDS among women of childbearing age from 1990 to 2021: results from Global Burden of Disease 2021 by Mingjie Tang, Mingjie Tang, Jun Shao, Yanjie Jiang, Yanjie Jiang, Yinghong Li, Shiwei Li, Yilin Song, Wenxuan Wu, Jiqin Tang, Zhaoming Chen

“…The analysis employed a multidimensional stratification approach, examining temporal patterns, age distributions, geographic variations, and Socio-demographic Index (SDI). …”
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Giant Unicystic Ameloblastoma in a Teenager of Azande Tribe: A Clinical Case Report by Posite Charles M, Faustin TM, Woldemichael MA, Vargas Escalante E, Mohamud Snr MA, Laetitia FM, Moses A, Santos MB, Samuel T, Ali ZI, Olive MM, Maha AB, Baanitse J, Said M, Wabinga H, Rosales YD

“…Incidence varies globally, with lower rates in non-African populations (around 0.5 per million annually) compared to higher prevalence in Nigeria and South Africa, where Black populations show increased susceptibility. …”
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Work related musculoskeletal stress among residents of internal medicine on cardiological wards in their daily working practice – a kinematic and ergonomic analysis by Fabian Holzgreve, Corinna Rittinghausen, Ingo Hermanns, Britta Weber, Rolf Ellegast, Julia Bille, Doerthe Brueggmann, Stefanie Mache, David A. Groneberg, Daniela Ohlendorf

“…By synchronizing the data obtained from both measurements, postural patterns were chronologically aligned and contextualized with the corresponding task performance. …”
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Opportunities for immunocorrection aiming for reduction of morbidity in the areas with adverse occupational and environmental conditions by S. V. Petlenko, E. G. Golovacheva, O. I. Afanasieva

“…Origin and severity of immune system disorders depends on the spectrum and duration of exposure to adverse factors and patterns of professional activity at the chemically hazardous facilities. …”
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Fungi present distinguishable isotopic signals in their lipids when grown on glycolytic versus tricarboxylic acid cycle intermediates by S. Jabinski, S. Jabinski, V. Kučera, V. Kučera, M. Kopáček, M. Kopáček, J. Jansa, T. B. Meador, T. B. Meador, T. B. Meador

“…<p>Microbial activity in soils controls both the size and turnover rates of large carbon (<span class="inline-formula">C</span>) inventories stored in the subsurface, having important consequences for partitioning of <span class="inline-formula">C</span> between terrestrial and atmospheric reservoirs as well as recycling of mineral nutrients such as nitrogen or phosphorus (often bound to the <span class="inline-formula">C</span>) that support plant growth. …”
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Changing trends in oral mucosal diseases in China (2016–2024): a cross-sectional study of 316,166 patients with focus on COVID-19 impact and use of chinese patent medicines by Peiru Zhou, Xu Zhang, Yifan Chen, Jiakun Fang, Yanhong Meng, Furong Yang, Pan Wei, Hong Hua

“…Despite variations in prevalence rates of oral mucosal diseases across regions, previous studies often involved small sample sizes with insufficient data analysis. …”
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Comprehensive assessment of adverse event profiles associated with bispecific antibodies in multiple myeloma by Mobina Golmohammadi, Shahzad Raza, Maram Albayyadhi, Hossein Sholehrasa, Jack Khouri, Louis Williams, Doris K. Hansen, Azam Moradi, Xuan Xu, Moath Albliwi, Ali Hajj Ali, Danai Dima, Faiz Anwer, Barry Paul, Majid Jaberi-Douraki

“…GPRC5D/FcRH5 are associated with less grade 3/4 hematologic toxicity whereas BCMA BsAbs were associated with lower grade 3/4 CRS rates, compared to GPRC5D/FcRH5. These insights are crucial for guiding treatment decisions and developing strategies to improve patient outcomes.…”
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Effects of Live and Peptide-Based Antimicrobiota Vaccines on <i>Ixodes ricinus</i> Fitness, Microbiota, and Acquisition of Tick-Borne Pathogens by Apolline Maitre, Lourdes Mateos-Hernandez, Myriam Kratou, Natalia Egri, Jennifer Maye, Manel Juan, Adnan Hodžić, Dasiel Obregón, Lianet Abuin-Denis, Elianne Piloto-Sardinas, Andrea C. Fogaça, Alejandro Cabezas-Cruz

“…The vaccination altered the feeding patterns and fitness of the ticks, with the Live vaccine group showing a higher weight and faster feeding time. …”
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Effects of Regulated Deficit Irrigation on Leaf Nutrients, Enzyme Activities, and Root Zone Soil Nutrients during Fruit Expansion and Coloration-Sugar Accumulation Stages of Citrus... by ZHONG Yun, HUANG Zhikun, ZHU Shijiang, HAO Kun, ZHU Zirong, ZHANG Wei, CHEN Hongde

“…The aim was to explore the response patterns of soil nutrients, citrus leaf nutrients, antioxidant enzyme activities, and root-zone soil nutrients to water stress under drip irrigation across different growth stages. …”
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Effects of intravenous immunoglobulin on the negatively transformed subpopulations of neutrophilic granulocytes in newborns with congenital pneumonia and neonatal sepsis by I. V. Nesterova, S. V. Kovaleva, G. A. Chudilova, L. V. Lomtatidze, T. V. Smerchinskaya, V. N. Chapurina

“…Limitation of the negative NG transformation in their functionally significant subpopulations in newborns with CAP and NS was accompanied by positive clinical effects, i.e., optimization of antibiotic therapy, reduced duration of treatment, and improved mortality rates.…”
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Prevalence and determinants of hypertension in rwanda: a secondary data analysis using the WHO STEPS survey 2022 by Jean Damascene Hagenimana, Kagisha Divine Pascaline, Felix K. Rubuga, Kelly Mwiza, Sabine Musange F., Nathalie Umutoni, Caroline Mudereri, Jocelyne Uwitonze, Emmanuel Christian Nyabyenda, Piero I. Mazimpaka, Olivier N. Wane, Eric remera, Uwimana Aline, Marie Rosette NAHIMANA, Jeanine Condo, Gashaija Absolomon

“…The overall prevalence of hypertension was 16.8%, with higher rates observed among older individuals and those with obesity. …”
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