Graph Neural Networks-Based Prediction of Drug Gene Interactions of RTK-VEGF4 Receptor Family in Periodontal Regeneration. [PDF]
Background The RTK-VEGF4 receptor family, which includes VEGFR-1, VEGFR-2, and VEGFR-3, plays a crucial role in tissue regeneration by promoting angiogenesis, the formation of new blood vessels, and recruiting stem cells and immune cells.
Yadalam PK +3 more
europepmc +2 more sources
BiGvCL: bipartite graph-based cross-domain contrastive learning model for the predicting drug-gene interactions. [PDF]
Drug-gene interactions (DGIs) influence the toxicity or ineffectiveness of the drug therapy and play an important role in elucidating drug mechanisms, predicting potential adverse effects, and facilitating precision medicine.
He S, Wang Z, Li J, Zou Q, Zhang F.
europepmc +2 more sources
Graph Neural Network-Based Drug Gene Interactions of Wnt/β-Catenin Pathway in Bone Formation. [PDF]
Introduction The Wnt/β-catenin pathway is crucial for bone formation and remodeling, regulating osteoblast differentiation, bone remodeling, and skeletal homeostasis.
Yadalam PK +3 more
europepmc +2 more sources
Variational Autoencoders for Generative Drug-Gene Interactions in Periodontal Bone Resorption. [PDF]
Introduction Periodontal bone resorption is a significant dental problem causing tooth loss and impaired oral function. It is influenced by factors such as bacterial plaque, genetic predisposition, smoking, systemic diseases, medications, hormonal ...
Yadalam PK, Ramadoss R, Anegundi RV.
europepmc +2 more sources
Phenotypic models of drug-drug-gene interactions mediated by cytochrome drug-metabolizing enzymes
Genetic polymorphisms in drug metabolizing enzymes and drug–drug interactions are major sources of inadequate drug exposure and ensuing adverse effects or insufficient responses.
Viviani R, Berres J, Stingl JC.
europepmc +2 more sources
Pharmacogenomic Drug-Gene Interactions in Geriatric Emergency Department Patients Who Sustained Falls: A Pilot Study [PDF]
Introduction: Pharmacogenomic-assisted prescribing of medications uses individual genetic information to identify drug-gene interactions. We aimed to assess potential pharmacogenomic drug-gene interactions in geriatric emergency department (ED) patients ...
Richard D. Shih +13 more
doaj +2 more sources
Lay understandings of drug-gene interactions: The right medication, the right dose, at the right time, but what are the right words? [PDF]
As pharmacogenomic (PGx) testing increases in popularity, lay concepts of drug‐gene interactions set the stage for shared decision making in precision medicine.
Meagher KM +6 more
europepmc +2 more sources
Graph Attention Network-Based Prediction of Drug-Gene Interactions of Signal Transducer and Activator of Transcription (STAT) Receptor in Periodontal Regeneration. [PDF]
Introduction The signal transducer and activator of transcription-1 (STAT-1) are tightly controlled signaling pathways, with induced genes acting as positive and negative regulators.
Chatterjee S, Yadalam PK.
europepmc +2 more sources
Drug-drug-gene interactions as mediators of adverse drug reactions to diclofenac and statins: a case report and literature review. [PDF]
Concomitant treatment with drugs that inhibit drug metabolising enzymes and/or transporters, such as commonly prescribed statins and nonsteroidal anti-inflammatory drugs (NSAIDs), has been associated with prolonged drug exposure and increased risk of ...
Božina N +9 more
europepmc +2 more sources
Unraveling the Molecular Complexity of Adenoid Cystic Carcinoma (ACC): A Comprehensive Exploration of Hub Genes, Protein-Protein Interaction (PPI) Networks, microRNA (miRNA) Involvement, and Drug-Gene Interactions (DGIs). [PDF]
Background Adenoid cystic carcinoma (ACC) poses clinical challenges with its unique histology and potential for perineural invasion, recurrence, and distant metastases.
Karri RL +5 more
europepmc +2 more sources

