Results 71 to 80 of about 29,861 (222)
Hansch analysis by QSAR model of curcumin and eight of its transformed derivatives with antimicrobial activity against Staphylococcus aureus [PDF]
Context: In the last decade, antimicrobial resistance cases have been widespread. The discovery and development of new drugs need to be done to overcome the case. Some research has found that some compounds, which are curcumin transformation derivatives,
Dini Kesuma +7 more
doaj +1 more source
What Is the Outlier—Consistent Outlier or Inconsistent Outlier?
ABSTRACT In the design of molecules, materials and processes, outliers or outlier samples can be included in a dataset when performing machine learning or regression analysis. Although outlier samples with high prediction errors in regression analysis have been divided into bad leverage points and vertical outliers (good leverage points have low ...
Hiromasa Kaneko
wiley +1 more source
A review on the structural characterization of nanomaterials for nano-QSAR models
Quantitative structure–activity relationship (QSAR) models are routinely used to predict the properties and biological activity of chemicals to direct synthetic advances, perform massive screenings, and even to register new substances according to ...
Salvador Moncho +3 more
doaj +1 more source
ABSTRACT Neuropsychiatric disorders present a multifaceted challenge, characterized by cognitive, social, and motor impairments with manifold underlying mechanisms. Recent attention has turned to epigenetic mechanisms, particularly histone lysine methyltransferases (HKMTs), such as G9a, in understanding fundamental pathogenesis.
Malak Hajar +4 more
wiley +1 more source
Computational studies and structural insights for discovery of potential natural aromatase modulators for hormone-dependent breast cancer [PDF]
Introduction: The aromatase enzyme plays an important role in the progress of hormone-dependent breast cancer, especially in estrogen receptor-positive (ER+) breast cancers. In case of postmenopausal women, the aromatization of androstenedione to estrone
Snehal Aditya Arvindekar +6 more
doaj +1 more source
Svante Wold, Institute of Chemistry, Umei University, Sweden What is the purpose of developing a QSAR for a given pro- blem, say one of drug optimization? The obvious answer is that the QSAR gives us information of how changes in the structure of the actual compounds influence their biological activity.
openaire +2 more sources
A Multi‐Property Optimizing Generative Adversarial Network for de novo Antimicrobial Peptide Design
A Multi‐Property Optimizing Generative Adversarial Network (MPOGAN) is proposed to iteratively learn the relationship between peptides and multiple properties using a dynamically dataset. As the quality of the dataset improves, MPOGAN's ability to design antimicrobial peptides (AMPs) with multiple desired properties is enhanced.
Jiaming Liu +16 more
wiley +1 more source
Computer prediction of toxicity of new S-alkyl derivatives of 1,2,4-triazole
1,2,4-Triazole derivatives are of researchers’ significant interest due to their diverse biological properties, such as antimicrobial, anti-inflammatory, anticancer, and antioxidant activities.
V. V. Kalchenko, R. O. Shcherbyna
doaj +1 more source
Repositioning Antimicrobial Peptides Against WHO‐Priority Fungi
The growing burden of drug‐resistant fungal infections, driven by pathogens such as Candida auris, Cryptococcus neoformans, and Aspergillus fumigatus, underscores the urgent need for novel antifungal therapies. This review explores antimicrobial peptides as promising agents with membrane‐disruptive activity, immunomodulatory properties, and delivery ...
Cesar Augusto Roque‐Borda +12 more
wiley +1 more source
Abstract Introduction Artificial intelligence (AI) and, in particular, machine learning (ML) have emerged as transformative tools in HIV care, driving advancements in diagnostics, treatment monitoring and patient management. The present review aimed to systematically identify, map and synthesize studies on the use of AI methods across the HIV care ...
Sanele Ngcobo +6 more
wiley +1 more source

