Marine Omics for Drug Discovery and Development, 2nd Edition
A special issue of Marine Drugs (ISSN 1660-3397). This special issue belongs to the section "Marine Biotechnology Related to Drug Discovery or Production".
Deadline for manuscript submissions: 31 July 2025 | Viewed by 687
Special Issue Editor
Interests: bioinformatics; disease genomics; big data integration
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
We are excited to announce the second Special Issue dedicated to advancing research on marine organisms through multi-omics approaches and AI-driven analytics. This Issue will explore the integration of genomic, transcriptomic, proteomic, and metabolic data to unlock the vast biochemical potential of marine taxa.
We welcome contributions that leverage AI-based drug discovery, machine learning-driven data integration, and network-based approaches to address key challenges in marine biotechnology. Topics of interest include, but are not limited to, the following:
- Unraveling metabolic biodiversity in marine taxa through AI-powered omics analysis.
- Integrative computational strategies for identifying novel bioactive compounds.
- Deep learning models for predicting natural product structures and optimizing bioactivity.
- Omics-driven insights into marine-derived therapeutics for cancer, cardiovascular disease, and infectious diseases.
- AI-enhanced screening pipelines to overcome bottlenecks in marine natural product drug discovery.
- Systems biology approaches to understand regulatory networks underlying marine organism metabolism.
By combining high-throughput data generation with advanced AI methodologies, this Issue aims to accelerate biomedical applications of marine-derived natural products, from early-stage discovery to clinical translation. We invite researchers from diverse fields to contribute original studies and reviews that showcase the power of integrated omics and AI-driven innovations in marine biotechnology.
Dr. Min Zhao
Guest Editor
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Marine Drugs is an international peer-reviewed open access monthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2900 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
Keywords
- marine genome
- omics technology
- marine natural products
- marine drug discovery
- high-throughput screening
- computer-aided drug discovery/design
- anti-disease
- anti-cancer
- anti-infectious
- anti-inflammation
- biological products
- pharmacology
- clinical outcome
- AI-based drug discovery
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Related Special Issue
- Marine Omics for Drug Discovery and Development in Marine Drugs (5 articles)
