High-Throughput Screening of Marine Resources

A special issue of Marine Drugs (ISSN 1660-3397).

Deadline for manuscript submissions: closed (15 December 2020) | Viewed by 38933

Special Issue Editors


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Guest Editor
Station Biologique, CNRS, Sorbonne Universités, UMR 8227 & Kinase Inhibitor Specialized Screening Facility KISSf, Place Georges Teissier, 29688 Roscoff, France
Centre of Excellence for Pharmaceutical Sciences, North-West University, Private Bag X6001, Potchefstroom 2520, South Africa
Interests: regulated necrosis; marine chemical biology; protein kinases; molecular screening; therapeutic drugs; polypharmacology

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Guest Editor
Sorbonne Université, CNRS, Station Biologique, UMR 8227, Place Georges Teissier, Roscoff, France
Interests: protein kinases; protein interactions; marine biotechnologies

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Guest Editor
Marine Natural Products Team, Institute of Chemistry of Nice, University Nice Côte d'Azur, CNRS, UMR 7272, 06108 Nice, France
Interests: marine natural products; invertebrates; microorganisms; metabolomics; isolation; structural determination; synthesis; bioactivity
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Special Issue Information

Dear Colleagues,

The study of the marine environment has already delivered breakthrough discoveries such as anti-cancer drugs or research tools for cell biology. Nowadays, recent technical progresses are increasingly applied to the screening of marine resources (e.g., liquid handling, detection methods, and data analysis). The concept of high-throughput screening (HTS) originally emerged in the mid-1990s, in order to describe the process by which large chemical collections are tested in an automated fashion, to modulate the activity of druggable targets or, more recently, to confer detectable phenotypes to cultivated cells. Regarding the marine world, HTS is not limited to the discovery of new bioactive chemical scaffolds of a marine origin, but can also be applied to marine resources at large (e.g., genomes for the identification of genes of interest, species for morphology-based identifications, and metabolomes for the discovery of biosynthetic pathways). Advanced computational methods are now adapted to deploy such new approaches, and they will considerably and durably modify the analytical workflows.

This Special Issue aims at presenting multidisciplinary knowledge on the HTS of marine resources, from the discovery of potent therapeutic drugs to the identification of high-value strains for industrial applications. Papers describing the application of known HTS methods to any marine bioresource are welcome, as well as methodological papers describing new screening approaches.

Dr. Stéphane Bach
Dr. Pierre Colas
Dr. Mohamed Mehiri
Guest Editors

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Keywords

  • High-throughput screening
  • Molecular screening
  • Metabolomic-assisted screening
  • Phenotypic screening
  • High-throughput strain imaging
  • Genome screening

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Published Papers (8 papers)

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Research

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15 pages, 4575 KiB  
Article
Screening of Human CYP1A2 and CYP3A4 Inhibitors from Seaweed In Silico and In Vitro
by Sung-Kun Yim, Kian Kim, SangHo Chun, TaeHawn Oh, WooHuk Jung, KyooJin Jung and Chul-Ho Yun
Mar. Drugs 2020, 18(12), 603; https://doi.org/10.3390/md18120603 - 29 Nov 2020
Cited by 24 | Viewed by 3359
Abstract
Phenolic compounds and carotenoids are potential inhibitors of cytochrome P450s. Sixteen known compounds, phenolic compounds and carotenoids from seaweed were examined for potential inhibitory capacity against CYP1A2 and CYP3A4 in silico and in vitro. Morin, quercetin, and fucoxanthin inhibited the enzyme activity of [...] Read more.
Phenolic compounds and carotenoids are potential inhibitors of cytochrome P450s. Sixteen known compounds, phenolic compounds and carotenoids from seaweed were examined for potential inhibitory capacity against CYP1A2 and CYP3A4 in silico and in vitro. Morin, quercetin, and fucoxanthin inhibited the enzyme activity of CYP1A2 and CYP3A4 in a dose-dependent manner. The IC50 values of morin, quercetin, and fucoxanthin were 41.8, 22.5, and 30.3 μM for CYP1A2 and 86.6, 16.1, and 24.4 μM for CYP3A4, respectively. Siphonaxanthin and hesperidin did not show any significant effect on CYP1A2, but they slightly inhibited CYP3A4 activity at high concentrations. In silico modeling of CYP’s binding site revealed that the potential inhibitors bound in the cavity located above the distal surface of the heme prosthetic group through the 2a or 2f channel of CYPs. This study presents an approach for quickly predicting CYP inhibitory activity and shows the potential interactions of compounds and CYPs through in silico modeling. Full article
(This article belongs to the Special Issue High-Throughput Screening of Marine Resources)
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20 pages, 2889 KiB  
Article
A Novel High-Throughput Screening Platform Identifies Itaconate Derivatives from Marine Penicillium antarcticum as Inhibitors of Mesenchymal Stem Cell Differentiation
by Pietro Marchese, Nipun Mahajan, Enda O’Connell, Howard Fearnhead, Maria Tuohy, Janusz Krawczyk, Olivier P. Thomas, Frank Barry and Mary J. Murphy
Mar. Drugs 2020, 18(4), 192; https://doi.org/10.3390/md18040192 - 5 Apr 2020
Cited by 10 | Viewed by 4417
Abstract
Worldwide diffused diseases such as osteoarthritis, atherosclerosis or chronic kidney disease are associated with a tissue calcification process which may involve unexpected local stem cell differentiation. Current pharmacological treatments for such musculoskeletal conditions are weakly effective, sometimes extremely expensive and often absent. The [...] Read more.
Worldwide diffused diseases such as osteoarthritis, atherosclerosis or chronic kidney disease are associated with a tissue calcification process which may involve unexpected local stem cell differentiation. Current pharmacological treatments for such musculoskeletal conditions are weakly effective, sometimes extremely expensive and often absent. The potential to develop new therapies is represented by the discovery of small molecules modulating resident progenitor cell differentiation to prevent aberrant tissue calcification. The marine environment is a rich reserve of compounds with pharmaceutical potential and many novel molecules are isolated from macro and microorganisms annually. The potential of small molecules synthetized by marine filamentous fungi to influence the osteogenic and chondrogenic differentiation of human mesenchymal stem/stromal cells (hMSCs) was investigated using a novel, high-throughput automated screening platform. Metabolites synthetized by the marine-derived fungus Penicillium antarcticum were evaluated on the platform. Itaconic acid derivatives were identified as inhibitors of calcium elaboration into the matrix of osteogenically differentiated hMSCs and also inhibited hMSC chondrogenic differentiation, highlighting their capacity to impair ectopic calcification. Bioactive small molecule discovery is critical to address ectopic tissue calcification and the use of biologically relevant assays to identify naturally occurring metabolites from marine sources represents a strategy that can contribute to this effort. Full article
(This article belongs to the Special Issue High-Throughput Screening of Marine Resources)
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11 pages, 1238 KiB  
Article
Establishment of Novel High-Standard Chemiluminescent Assay for NTPase in Two Protozoans and Its High-Throughput Screening
by Masamitsu Harada, Jun Nagai, Riho Kurata, Kenji Shimizu, Xiaofeng Cui, Takayuki Isagawa, Hiroaki Semba, Jun Ishihara, Yasuhiro Yoshida, Norihiko Takeda, Koji Maemura and Tomo Yonezawa
Mar. Drugs 2020, 18(3), 161; https://doi.org/10.3390/md18030161 - 13 Mar 2020
Cited by 4 | Viewed by 2977
Abstract
Toxoplasma gondii is a major protozoan parasite and infects human and many other warm-blooded animals. The infection leads to Toxoplasmosis, a serious issue in AIDS patients, organ transplant recipients and pregnant women. Neospora caninum, another type of protozoa, is closely related to [...] Read more.
Toxoplasma gondii is a major protozoan parasite and infects human and many other warm-blooded animals. The infection leads to Toxoplasmosis, a serious issue in AIDS patients, organ transplant recipients and pregnant women. Neospora caninum, another type of protozoa, is closely related to Toxoplasma gondii. Infections of the protozoa in animals also causes serious diseases such as Encephalomyelitis and Myositis-Polyradiculitis in dogs or abortion in cows. Both Toxoplasma gondii and Neospora caninum have similar nucleoside triphosphate hydrolases (NTPase), NcNTPase and TgNTPase-I in Neospora caninum and Toxoplasma gondii, respectively. These possibly play important roles in propagation and survival. Thus, we targeted the enzymes for drug discovery and tried to establish a novel high-standard assay by a combination of original biochemical enzyme assay and fluorescent assay to determine ADP content. We then validated whether or not it can be applied to high-throughput screening (HTS). Then, it fulfilled criterion to carry out HTS in both of the enzymes. In order to identify small molecules having inhibitory effects on the protozoan enzyme, we also performed HTS using two synthetic compound libraries and an extract library derived from marine bacteria and then, identified 19 compounds and 6 extracts. Nagasaki University collected many extracts from over 18,000 marine bacteria found in local Omura bay, and continues to compile an extensive collection of synthetic compounds from numerous drug libraries established by Japanese chemists. Full article
(This article belongs to the Special Issue High-Throughput Screening of Marine Resources)
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12 pages, 1541 KiB  
Article
Novel Reporter System Monitoring IL-18 Specific Signaling Can Be Applied to High-Throughput Screening
by Riho Kurata, Kenji Shimizu, Xiaofeng Cui, Masamitsu Harada, Takayuki Isagawa, Hiroaki Semba, Jun Ishihara, Koji Yamada, Jun Nagai, Yasuhiro Yoshida, Norihiko Takeda, Koji Maemura and Tomo Yonezawa
Mar. Drugs 2020, 18(1), 60; https://doi.org/10.3390/md18010060 - 17 Jan 2020
Cited by 1 | Viewed by 4469
Abstract
Very recently, the immunotherapies against cancer, autoimmune diseases, and infection have been feasible and promising. Thus, we have examined the possibility whether or not human gamma delta T cells can be applied for the novel immunotherapies. We previously established the cells stably maintaining [...] Read more.
Very recently, the immunotherapies against cancer, autoimmune diseases, and infection have been feasible and promising. Thus, we have examined the possibility whether or not human gamma delta T cells can be applied for the novel immunotherapies. We previously established the cells stably maintaining NFkB-driven human secreted embryonic alkaline phosphatase (SEAP) expression. The cells can be used to determine the transcription activity of NFkB with high-standard dynamic range and accuracy. Because IL-18 is a kind of cytokines that enhances cytotoxicity and activity of human gamma delta T cells through NFkB activation, we have focused on the activity and signaling of IL-18. In this study, we modified the previous reporter cell that can determine the transcription activity of NFkB to express two subunits consisted of human IL-18 receptor. The modified cells secreted SEAP in response to treatment with human recombinant IL-18 in a concentration-dependent manner. We also observed the concentration-dependently enhancement of NFkB activity in the cells treated with mouse recombinant IL-18 although the affinity was lower compared to human recombinant IL-18. We also previously established the cells stably expressing and secreting human recombinant IL-18 and then validated whether or not the conditioned medium from the cells activate NFkB transcription activity using this assay. Our university has kept collecting many extracts from over 18,000 marine bacteria in our local sea around Omura bay—fungi, plants for Chinese herbal medicine, and so on—and also have kept gathering synthetic compounds from many Japanese chemists as drug libraries. Finally, in order to identify drugs mimicking IL-18 biological activity or possessing inhibitory effects on IL-18-induced NFkB, we demonstrated drug screening using number of extracts derived from marine bacteria and synthetic compounds. Full article
(This article belongs to the Special Issue High-Throughput Screening of Marine Resources)
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20 pages, 4741 KiB  
Article
Kinase-Based Screening of Marine Natural Extracts Leads to the Identification of a Cytotoxic High Molecular Weight Metabolite from the Mediterranean Sponge Crambe tailliezi
by Thi-Ngoc-Dung Nguyen, Omid Feizbakhsh, Estelle Sfecci, Blandine Baratte, Claire Delehouzé, Adrien Garcia, Corentin Moulin, Pierre Colas, Sandrine Ruchaud, Mohamed Mehiri and Stéphane Bach
Mar. Drugs 2019, 17(10), 569; https://doi.org/10.3390/md17100569 - 9 Oct 2019
Cited by 10 | Viewed by 4931
Abstract
Regulated cell death (RCD) results from the activation of one or more signal transduction modules both in physiological or pathological conditions. It is now established that RCD is involved in numerous human diseases, including cancer. As regulated cell death processes can be modulated [...] Read more.
Regulated cell death (RCD) results from the activation of one or more signal transduction modules both in physiological or pathological conditions. It is now established that RCD is involved in numerous human diseases, including cancer. As regulated cell death processes can be modulated by pharmacological tools, the research reported here aims to characterize new marine compounds acting as RCD modulators. Protein kinases (PKs) are key signaling actors in various RCDs notably through the control of either mitosis (e.g., the PKs Aurora A and B) or necroptosis (e.g., RIPK1 and RIPK3). From the primary screening of 27 various extracts of marine organisms collected in the Mediterranean Sea, an extract and subsequently a purified high molecular weight compound dubbed P3, were isolated from the marine sponge Crambe tailliezi and characterized as a selective inhibitor of PKs Aurora A and B. Furthermore, P3 was shown to induce apoptosis and to decrease proliferation and mitotic index of human osteosarcoma U-2 OS cells. Full article
(This article belongs to the Special Issue High-Throughput Screening of Marine Resources)
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24 pages, 3892 KiB  
Article
Novel Insights on the Toxicity of Phycotoxins on the Gut through the Targeting of Enteric Glial Cells
by Océane Reale, Antoine Huguet and Valérie Fessard
Mar. Drugs 2019, 17(7), 429; https://doi.org/10.3390/md17070429 - 23 Jul 2019
Cited by 10 | Viewed by 4409
Abstract
In vitro and in vivo studies have shown that phycotoxins can impact intestinal epithelial cells and can cross the intestinal barrier to some extent. Therefore, phycotoxins can reach cells underlying the epithelium, such as enteric glial cells (EGCs), which are involved in gut [...] Read more.
In vitro and in vivo studies have shown that phycotoxins can impact intestinal epithelial cells and can cross the intestinal barrier to some extent. Therefore, phycotoxins can reach cells underlying the epithelium, such as enteric glial cells (EGCs), which are involved in gut homeostasis, motility, and barrier integrity. This study compared the toxicological effects of pectenotoxin-2 (PTX2), yessotoxin (YTX), okadaic acid (OA), azaspiracid-1 (AZA1), 13-desmethyl-spirolide C (SPX), and palytoxin (PlTX) on the rat EGC cell line CRL2690. Cell viability, morphology, oxidative stress, inflammation, cell cycle, and specific glial markers were evaluated using RT-qPCR and high content analysis (HCA) approaches. PTX2, YTX, OA, AZA1, and PlTX induced neurite alterations, oxidative stress, cell cycle disturbance, and increase of specific EGC markers. An inflammatory response for YTX, OA, and AZA1 was suggested by the nuclear translocation of NF-κB. Caspase-3-dependent apoptosis and induction of DNA double strand breaks (γH2AX) were also observed with PTX2, YTX, OA, and AZA1. These findings suggest that PTX2, YTX, OA, AZA1, and PlTX may affect intestinal barrier integrity through alterations of the human enteric glial system. Our results provide novel insight into the toxicological effects of phycotoxins on the gut. Full article
(This article belongs to the Special Issue High-Throughput Screening of Marine Resources)
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Review

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42 pages, 2232 KiB  
Review
Screening Marine Natural Products for New Drug Leads against Trypanosomatids and Malaria
by María Álvarez-Bardón, Yolanda Pérez-Pertejo, César Ordóñez, Daniel Sepúlveda-Crespo, Nestor M. Carballeira, Babu L. Tekwani, Sankaranarayanan Murugesan, Maria Martinez-Valladares, Carlos García-Estrada, Rosa M. Reguera and Rafael Balaña-Fouce
Mar. Drugs 2020, 18(4), 187; https://doi.org/10.3390/md18040187 - 31 Mar 2020
Cited by 35 | Viewed by 7820
Abstract
Neglected Tropical Diseases (NTD) represent a serious threat to humans, especially for those living in poor or developing countries. Almost one-sixth of the world population is at risk of suffering from these diseases and many thousands die because of NTDs, to which we [...] Read more.
Neglected Tropical Diseases (NTD) represent a serious threat to humans, especially for those living in poor or developing countries. Almost one-sixth of the world population is at risk of suffering from these diseases and many thousands die because of NTDs, to which we should add the sanitary, labor and social issues that hinder the economic development of these countries. Protozoan-borne diseases are responsible for more than one million deaths every year. Visceral leishmaniasis, Chagas disease or sleeping sickness are among the most lethal NTDs. Despite not being considered an NTD by the World Health Organization (WHO), malaria must be added to this sinister group. Malaria, caused by the apicomplexan parasite Plasmodium falciparum, is responsible for thousands of deaths each year. The treatment of this disease has been losing effectiveness year after year. Many of the medicines currently in use are obsolete due to their gradual loss of efficacy, their intrinsic toxicity and the emergence of drug resistance or a lack of adherence to treatment. Therefore, there is an urgent and global need for new drugs. Despite this, the scant interest shown by most of the stakeholders involved in the pharmaceutical industry makes our present therapeutic arsenal scarce, and until recently, the search for new drugs has not been seriously addressed. The sources of new drugs for these and other pathologies include natural products, synthetic molecules or repurposing drugs. The most frequent sources of natural products are microorganisms, e.g., bacteria, fungi, yeasts, algae and plants, which are able to synthesize many drugs that are currently in use (e.g. antimicrobials, antitumor, immunosuppressants, etc.). The marine environment is another well-established source of bioactive natural products, with recent applications against parasites, bacteria and other pathogens which affect humans and animals. Drug discovery techniques have rapidly advanced since the beginning of the millennium. The combination of novel techniques that include the genetic modification of pathogens, bioimaging and robotics has given rise to the standardization of High-Performance Screening platforms in the discovery of drugs. These advancements have accelerated the discovery of new chemical entities with antiparasitic effects. This review presents critical updates regarding the use of High-Throughput Screening (HTS) in the discovery of drugs for NTDs transmitted by protozoa, including malaria, and its application in the discovery of new drugs of marine origin. Full article
(This article belongs to the Special Issue High-Throughput Screening of Marine Resources)
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20 pages, 3415 KiB  
Review
Towards High-Throughput Chemobehavioural Phenomics in Neuropsychiatric Drug Discovery
by Jason Henry and Donald Wlodkowic
Mar. Drugs 2019, 17(6), 340; https://doi.org/10.3390/md17060340 - 6 Jun 2019
Cited by 25 | Viewed by 5448
Abstract
Identifying novel marine-derived neuroactive chemicals with therapeutic potential is difficult due to inherent complexities of the central nervous system (CNS), our limited understanding of the molecular foundations of neuro-psychiatric conditions, as well as the limited applications of effective high-throughput screening models that recapitulate [...] Read more.
Identifying novel marine-derived neuroactive chemicals with therapeutic potential is difficult due to inherent complexities of the central nervous system (CNS), our limited understanding of the molecular foundations of neuro-psychiatric conditions, as well as the limited applications of effective high-throughput screening models that recapitulate functionalities of the intact CNS. Furthermore, nearly all neuro-modulating chemicals exhibit poorly characterized pleiotropic activities often referred to as polypharmacology. The latter renders conventional target-based in vitro screening approaches very difficult to accomplish. In this context, chemobehavioural phenotyping using innovative small organism models such as planarians and zebrafish represent powerful and highly integrative approaches to study the impact of new chemicals on central and peripheral nervous systems. In contrast to in vitro bioassays aimed predominantly at identification of chemicals acting on single targets, phenotypic chemobehavioural analysis allows for complex multi-target interactions to occur in combination with studies of polypharmacological effects of chemicals in a context of functional and intact milieu of the whole organism. In this review, we will outline recent advances in high-throughput chemobehavioural phenotyping and provide a future outlook on how those innovative methods can be utilized for rapidly screening and characterizing marine-derived compounds with prospective applications in neuropharmacology and psychosomatic medicine. Full article
(This article belongs to the Special Issue High-Throughput Screening of Marine Resources)
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