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Deep Drug-Target Binding Affinity Prediction Base on Multiple Feature Extraction and Fusion.
ACS Omega
January 2025
School of Computer Science and Technology, Zhejiang Sci-Tech University, Hangzhou 310018, China.
Accurate drug-target binding affinity (DTA) prediction is crucial in drug discovery. Recently, deep learning methods for DTA prediction have made significant progress. However, there are still two challenges: (1) recent models always ignore the correlations in drug and target data in the drug/target representation process and (2) the interaction learning of drug-target pairs always is by simple concatenation, which is insufficient to explore their fusion.
View Article and Find Full Text PDFCase report: co-infection of and in lungs.
AME Case Rep
October 2024
Division of Respiratory and Critical Care Medicine, Jiangyin People's Hospital Affiliated to Nantong, Jiangyin, China.
Background: There are hundreds of pathogens that cause lung infections. Compared to infections caused by a single pathogen, mixed infections account for a larger proportion of pulmonary infections and have a more severe clinical presentation, while treatment options differ between the two. We aimed to explore the advantages of metagenomic next-generation sequencing (mNGS) in the diagnosis and treatment of mixed infections.
View Article and Find Full Text PDFReal‑world therapeutic strategies and survival outcomes in advanced HER2-mutant non-small cell lung cancer.
J Chin Med Assoc
January 2025
Division of Chest Medicine, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan, ROC.
Background: Limited information is available regarding the clinical features and outcomes of advanced human epidermal growth factor receptor 2 (HER2)-mutant non-small cell lung cancer (NSCLC) in Taiwan, despite expanding treatment options for this distinct subtype. The present study explored the clinical features and outcomes of HER2-mutant NSCLC in a real-world setting.
Methods: Relevant data were collected from patients with advanced or recurrent HER2-mutant NSCLC who received systemic therapy between 2011 and 2021 and were followed up until 2022 at two medical centers in Taiwan.
Management of nasopharyngeal stenosis post-tonsillectomy using the Madame Butterfly technique: A case report with novel approach.
Int J Surg Case Rep
January 2025
Otolaryngology, Head and neck Surgery Department, Khalili Hospital, Shiraz University of Medical Sciences, Shiraz, Iran. Electronic address:
Background: Nasopharyngeal stenosis (NPS) is an uncommon but significant complication that arise following tonsillectomy in adults, leading to manifestations including obstructive sleep apnea and dysphagia. This condition is often rare, underscoring the need for awareness and effective management strategies.
Case Presentation: We present a case involving a 48-year-old female who developed nasopharyngeal stenosis (NPS) 15 months after undergoing a tonsillectomy.
Tobramycin nanoformulation for chronic pulmonary infections: From drug product definition to scale-up for preclinical evaluation.
Int J Pharm
January 2025
CIDETEC, Basque Research and Technology Alliance (BRTA), Parque Científico y Tecnológico de Gipuzkoa, Donostia-San Sebastián, Spain; Kusudama Therapeutics SA, Parque Científico y Tecnológico de Gipuzkoa, Donostia-San Sebastián, Spain; Biogipuzkoa Health Research Institute, Group of Innovation, 20014 San Sebastian, Spain.
Cystic fibrosis (CF) is characterized by abnormal mucus hydration due to a defective CF Transmembrane Regulator (CFTR) protein, leading to the production of difficult-to-clear mucus. This causes airflow obstruction, recurrent infections, and respiratory complications. Chronic lung infections are the leading cause of death for CF patients and inhaled tobramycin is the first-in-line antibiotic treatment against these infections, mainly caused by Pseudomonas aeruginosa in adult patients.
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