ChatGPT in Drug Discovery: A Case Study on Anticocaine Addiction Drug Development with Chatbots.


Journal

Journal of chemical information and modeling
ISSN: 1549-960X
Titre abrégé: J Chem Inf Model
Pays: United States
ID NLM: 101230060

Informations de publication

Date de publication:
27 Nov 2023
Historique:
medline: 28 11 2023
pubmed: 13 11 2023
entrez: 13 11 2023
Statut: ppublish

Résumé

The birth of ChatGPT, a cutting-edge language model-based chatbot developed by OpenAI, ushered in a new era in AI. However, due to potential pitfalls, its role in rigorous scientific research is not clear yet. This paper vividly showcases its innovative application within the field of drug discovery. Focused specifically on developing anticocaine addiction drugs, the study employs GPT-4 as a virtual guide, offering strategic and methodological insights to researchers working on generative models for drug candidates. The primary objective is to generate optimal drug-like molecules with desired properties. By leveraging the capabilities of ChatGPT, the study introduces a novel approach to the drug discovery process. This symbiotic partnership between AI and researchers transforms how drug development is approached. Chatbots become facilitators, steering researchers toward innovative methodologies and productive paths for creating effective drug candidates. This research sheds light on the collaborative synergy between human expertise and AI assistance, wherein ChatGPT's cognitive abilities enhance the design and development of pharmaceutical solutions. This paper not only explores the integration of advanced AI in drug discovery but also reimagines the landscape by advocating for AI-powered chatbots as trailblazers in revolutionizing therapeutic innovation.

Identifiants

pubmed: 37956228
doi: 10.1021/acs.jcim.3c01429
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

7189-7209

Commentaires et corrections

Type : UpdateOf

Auteurs

Rui Wang (R)

Department of Mathematics, Michigan State University, East Lansing, Michigan 48824, United States.

Hongsong Feng (H)

Department of Mathematics, Michigan State University, East Lansing, Michigan 48824, United States.

Guo-Wei Wei (GW)

Department of Mathematics, Michigan State University, East Lansing, Michigan 48824, United States.
Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, Michigan 48824, United States.
Department of Electrical and Computer Engineering, Michigan State University, East Lansing, Michigan 48824, United States.

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Classifications MeSH