Marine Omics for Drug Discovery and Development

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 December 2024 | Viewed by 8074

Special Issue Editor

School of Science, Technology and Engineering, University of the Sunshine Coast, Maroochydore, QLD DC 4558, Australia
Interests: bioinformatics; disease genomics; big data integration
Special Issues, Collections and Topics in MDPI journals

Special Issue Information

Dear Colleagues,

We are excited to be hosting a special issue that will focus on the use of genomic, transcriptomic, proteomic, and metabolic tools to gain additional knowledge about marine organisms. We are interested in biomedical applications such as exploring more about the metabolic biodiversity we see in marine taxa today. We are also interested in more applied questions such as understanding more about natural product structure to natriuretic recommendations, finding solutions to bottlenecks in drug discovery, combating cancer and cardiovascular disease, and discovering natural products with real-world applications for biomedicine.

Dr. Min Zhao
Guest Editor

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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

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Published Papers (4 papers)

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Research

27 pages, 4930 KiB  
Article
Comparative RNA-Seq of Ten Phaeodactylum tricornutum Accessions: Unravelling Criteria for Robust Strain Selection from a Bioproduction Point of View
by Charlotte Toustou, Isabelle Boulogne, Anne-Alicia Gonzalez and Muriel Bardor
Mar. Drugs 2024, 22(8), 353; https://doi.org/10.3390/md22080353 - 30 Jul 2024
Viewed by 1036
Abstract
The production of biologics in mammalian cells is hindered by some limitations including high production costs, prompting the exploration of other alternative expression systems that are cheaper and sustainable like microalgae. Successful productions of biologics such as monoclonal antibodies have already been demonstrated [...] Read more.
The production of biologics in mammalian cells is hindered by some limitations including high production costs, prompting the exploration of other alternative expression systems that are cheaper and sustainable like microalgae. Successful productions of biologics such as monoclonal antibodies have already been demonstrated in the diatom Phaeodactylum tricornutum; however, limited production yields still remain compared to mammalian cells. Therefore, efforts are needed to make this microalga more competitive as a cell biofactory. Among the seventeen reported accessions of P. tricornutum, ten have been mainly studied so far. Among them, some have already been used to produce high-value-added molecules such as biologics. The use of “omics” is increasingly being described as useful for the improvement of both upstream and downstream steps in bioprocesses using mammalian cells. Therefore, in this context, we performed an RNA-Seq analysis of the ten most used P. tricornutum accessions (Pt1 to Pt10) and deciphered the differential gene expression in pathways that could affect bioproduction of biologics in P. tricornutum. Our results highlighted the benefits of certain accessions such as Pt9 or Pt4 for the production of biologics. Indeed, these accessions seem to be more advantageous. Moreover, these results contribute to a better understanding of the molecular and cellular biology of P. tricornutum. Full article
(This article belongs to the Special Issue Marine Omics for Drug Discovery and Development)
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15 pages, 1680 KiB  
Article
Metabolic Blockade-Based Genome Mining of Sea Anemone-Associated Streptomyces sp. S1502 Identifies Atypical Angucyclines WS-5995 A–E: Isolation, Identification, Biosynthetic Investigation, and Bioactivities
by Yuyang Wang, Le Zhou, Xiaoting Pan, Zhangjun Liao, Nanshan Qi, Mingfei Sun, Hua Zhang, Jianhua Ju and Junying Ma
Mar. Drugs 2024, 22(5), 195; https://doi.org/10.3390/md22050195 - 25 Apr 2024
Viewed by 1608
Abstract
Marine symbiotic and epiphyte microorganisms are sources of bioactive or structurally novel natural products. Metabolic blockade-based genome mining has been proven to be an effective strategy to accelerate the discovery of natural products from both terrestrial and marine microorganisms. Here, the metabolic blockade-based [...] Read more.
Marine symbiotic and epiphyte microorganisms are sources of bioactive or structurally novel natural products. Metabolic blockade-based genome mining has been proven to be an effective strategy to accelerate the discovery of natural products from both terrestrial and marine microorganisms. Here, the metabolic blockade-based genome mining strategy was applied to the discovery of other metabolites in a sea anemone-associated Streptomyces sp. S1502. We constructed a mutant Streptomyces sp. S1502/Δstp1 that switched to producing the atypical angucyclines WS-5995 A–E, among which WS-5995 E is a new compound. A biosynthetic gene cluster (wsm) of the angucyclines was identified through gene knock-out and heterologous expression studies. The biosynthetic pathways of WS-5995 A–E were proposed, the roles of some tailoring and regulatory genes were investigated, and the biological activities of WS-5995 A–E were evaluated. WS-5995 A has significant anti-Eimeria tenell activity with an IC50 value of 2.21 μM. The production of antibacterial streptopyrroles and anticoccidial WS-5995 A–E may play a protective role in the mutual relationship between Streptomyces sp. S1502 and its host. Full article
(This article belongs to the Special Issue Marine Omics for Drug Discovery and Development)
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23 pages, 5766 KiB  
Article
Identification of Incomplete Annotations of Biosynthesis Pathways in Rhodophytes Using a Multi-Omics Approach
by Lachlan J. McKinnie, Scott F. Cummins and Min Zhao
Mar. Drugs 2024, 22(1), 3; https://doi.org/10.3390/md22010003 - 19 Dec 2023
Cited by 1 | Viewed by 2584
Abstract
Rhodophytes (red algae) are an important source of natural products and are, therefore, a current research focus in terms of metabolite production. The recent increase in publicly available Rhodophyte whole genome and transcriptome assemblies provides the resources needed for in silico metabolic pathway [...] Read more.
Rhodophytes (red algae) are an important source of natural products and are, therefore, a current research focus in terms of metabolite production. The recent increase in publicly available Rhodophyte whole genome and transcriptome assemblies provides the resources needed for in silico metabolic pathway analysis. Thus, this study aimed to create a Rhodophyte multi-omics resource, utilising both genomes and transcriptome assemblies with functional annotations to explore Rhodophyte metabolism. The genomes and transcriptomes of 72 Rhodophytes were functionally annotated and integrated with metabolic reconstruction and phylogenetic inference, orthology prediction, and gene duplication analysis to analyse their metabolic pathways. This resource was utilised via two main investigations: the identification of bioactive sterol biosynthesis pathways and the evolutionary analysis of gene duplications for known enzymes. We report that sterol pathways, including campesterol, β-sitosterol, ergocalciferol and cholesterol biosynthesis pathways, all showed incomplete annotated pathways across all Rhodophytes despite prior in vivo studies showing otherwise. Gene duplication analysis revealed high rates of duplication of halide-associated haem peroxidases in Florideophyte algae, which are involved in the biosynthesis of drug-related halogenated secondary metabolites. In summary, this research revealed trends in Rhodophyte metabolic pathways that have been under-researched and require further functional analysis. Furthermore, the high duplication of haem peroxidases and other peroxidase enzymes offers insight into the potential drug development of Rhodophyte halogenated secondary metabolites. Full article
(This article belongs to the Special Issue Marine Omics for Drug Discovery and Development)
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17 pages, 5852 KiB  
Article
Network-Derived Radioresistant Breast Cancer Target with Candidate Inhibitors from Brown Algae: A Sequential Assessment from Target Selection to Quantum Chemical Calculation
by Mahema Sivakumar, Sheikh F. Ahmad, Talha Bin Emran, Paola Isabel Angulo-Bejarano, Ashutosh Sharma and Shiek S. S. J. Ahmed
Mar. Drugs 2023, 21(10), 545; https://doi.org/10.3390/md21100545 - 19 Oct 2023
Cited by 2 | Viewed by 2375
Abstract
Despite significant progress in early detection and treatment, a few aggressive breast cancers still exhibit resistance to therapy. This study aimed to identify a therapeutic target for radioresistant breast cancer (RRbc) through a protein network from breast cancer genes and to evaluate potent [...] Read more.
Despite significant progress in early detection and treatment, a few aggressive breast cancers still exhibit resistance to therapy. This study aimed to identify a therapeutic target for radioresistant breast cancer (RRbc) through a protein network from breast cancer genes and to evaluate potent phytochemicals against the identified target. Our approach includes the integration of differential expression genes from expression datasets to create a protein network and to use survival analysis to identify the crucial RRbc protein in order to discover a therapeutic target. Next, the phytochemicals sourced from brown algae were screened through molecular docking, ADME (absorption, distribution, metabolism, and excretion), molecular dynamics (MD) simulation, MM-GBSA, and quantum mechanics against the identified target. As a result of our protein network investigation, the proto-oncogene c-KIT (KIT) protein was identified as a potent radioresistant breast cancer target. Further, phytochemical screening establishes that nahocol-A1 from brown algae has high binding characteristics (−8.56 kcal/mol) against the KIT protein. Then, quantum chemical analysis of nahocol-A1 provided insights into its electronic properties favorable for protein binding. Also, MD simulation comprehends the conformational stability of the KIT–nahocol-A1 complex. Overall, our findings suggest nahocol-A1 could serve as a promising therapeutic candidate for radioresistant breast cancer. Full article
(This article belongs to the Special Issue Marine Omics for Drug Discovery and Development)
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