Artificial intelligence applications in the diagnosis and treatment of bacterial infections

X Zhang, D Zhang, X Zhang, X Zhang - Frontiers in Microbiology, 2024 - frontiersin.org
The diagnosis and treatment of bacterial infections in the medical and public health field in
the 21st century remain significantly challenging. Artificial Intelligence (AI) has emerged as a …

Recent advances in the development of DprE1 inhibitors using AI/CADD approaches

K Chen, R Xu, X Hu, D Li, T Hou, Y Kang - Drug Discovery Today, 2024 - Elsevier
Tuberculosis (TB) is a global lethal disease caused by Mycobacterium tuberculosis (Mtb).
The flavoenzyme decaprenylphosphoryl-β-d-ribose 2′-oxidase (DprE1) plays a crucial part …

Comparing LD50/LC50 Machine Learning Models for Multiple Species

TR Lane, J Harris, F Urbina, S Ekins - ACS Chemical Health & …, 2023 - ACS Publications
The lethal dose or concentration which kills 50% of the animals (LD50 or LC50) is an
important parameter for scientists to understand the toxicity of chemicals in different …

Deep learning approach to the discovery of novel bisbenzazole derivatives for antimicrobial effect

T Barcin, MA Yucel, RH Ersan, MA Alagoz… - Journal of Molecular …, 2024 - Elsevier
Because of the growing bacterial resistance to antibiotics, the discovery of new antibiotics is
critical. The search for new antimicrobial drugs that are effective in treating new and existing …

High-Throughput Phenotypic Screening and Machine Learning Methods Enabled the Selection of Broad-Spectrum Low-Toxicity Antitrypanosomatidic Agents

P Linciano, A Quotadamo, R Luciani… - Journal of Medicinal …, 2023 - ACS Publications
Broad-spectrum anti-infective chemotherapy agents with activity against Trypanosomes,
Leishmania, and Mycobacterium tuberculosis species were identified from a high …

Validation of acetylcholinesterase inhibition machine learning models for multiple species

PA Vignaux, TR Lane, F Urbina, J Gerlach… - Chemical research in …, 2023 - ACS Publications
Acetylcholinesterase (AChE) is an important enzyme and target for human therapeutics,
environmental safety, and global food supply. Inhibitors of this enzyme are also used for pest …

Near-Term Quantum Classification Algorithms Applied to Antimalarial Drug Discovery

MA Dorsey, K Dsouza, D Ranganath… - Journal of Chemical …, 2024 - ACS Publications
Computational approaches are widely applied in drug discovery to explore properties
related to bioactivity, physiochemistry, and toxicology. Over at least the last 20 years, the …

Sequential Contrastive and Deep Learning Models to Identify Selective Butyrylcholinesterase Inhibitors

MK Ozalp, PA Vignaux, AC Puhl, TR Lane… - Journal of Chemical …, 2024 - ACS Publications
Butyrylcholinesterase (BChE) is a target of interest in late-stage Alzheimer's Disease (AD)
where selective BChE inhibitors (BIs) may offer symptomatic treatment without the harsh …

Antiviral Evaluation of Dispirotripiperazines against Hepatitis B Virus

T Jones, JE Tavis, Q Li, O Riabova… - Journal of Medicinal …, 2023 - ACS Publications
Hepatitis B virus (HBV) is a hepatotropic DNA virus that replicates by reverse transcription. It
chronically infects> 296 million people worldwide, including∼ 850,000 in the USA, and kills …

1-Sulfonyl-3-amino-1H-1,2,4-triazoles as Yellow Fever Virus Inhibitors: Synthesis and Structure–Activity Relationship

E Kazakova, TR Lane, T Jones, AC Puhl, O Riabova… - ACS …, 2023 - ACS Publications
Yellow fever virus (YFV) transmitted by infected mosquitoes causes an acute viral disease
for which there are no approved small-molecule therapeutics. Our recently developed …