Identification and Cultivation of Biotechnologically Relevant Microalgal and Cyanobacterial Species Isolated from Sečovlje Salt Pans, Slovenia
Abstract
1. Introduction
2. Results
2.1. Metagenomic Analysis of Petola
2.1.1. Low-Salinity Biodiversity
2.1.2. High-Salinity Biodiversity
2.2. Influence of Salinity on Microbiome Composition
2.3. Cultivation, Isolation and Identification of Cultures
3. Discussion
3.1. Microbial Biodiversity of the Sečovlje Salt Pan
3.2. Targeted Organisms with Biotechnological Potential: Isolation of Microalgal and Cyanobacterial Cultures
4. Materials and Methods
4.1. Description of the Study Area
4.2. Sample Site
4.3. Shotgun Metagenomics
4.3.1. DNA Extraction and Sequencing
4.3.2. NGS Data Analysis
4.4. Isolation and Maintenance of Microalgal/Cyanobacterial Cultures
4.5. DNA Barcoding: DNA Isolation, PCR and Sequencing of Laboratory-Grown Microalgae
4.6. Microscopy
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| PUFAs | Polyunsaturated Fatty Acids |
| FAO | Food and Agriculture Organization |
| USD | United State Dollar |
| EPA | Eicosapentaenoic Acid |
| CO2 | Carbon Dioxide |
| pH | Potential of Hydrogen |
| MDS | Multidimensional scaling |
| LogFC | Logarithm of Fold Change |
| PHA | Production of poly-hydroxy-alkanoates |
| Mn | Manganese |
| β-Carotene | Beta Carotene |
| DNA | Deoxyribonucleic Acid |
| rDNA | Ribosomal Deoxyribonucleic Acid |
| ITS | Internal transcribed spacer |
| Be° | Baumé |
| PCR | Polymerase chain reaction |
| AGE | Agarose Gel Electrophoresis |
| MAE | Microwave-assisted extraction |
| SPE | Supercritical fluid extraction |
| UAE | Ultrasound-assisted Extraction |
| UV | Ultra Violet |
| DHA | Dihydroxyacetone |
| AMPs | Antimicrobial Peptides |
| EPSs | Extracellular Polymeric Substances |
| MAAs | Mycosporine-like Amino Acids |
| % S | Salinity |
| ng | Nanogram |
| μL | Micro liter |
| MaAslin2 | Microbiome Multivariable Association with Linear Models 2 |
| LM | Linear model fit |
| NEGBIN | Negative binomial |
| CSS | Cumulative sum scaling |
| TMM | Trimmed mean of M-values |
| BG11 | Blue-Green medium 11 |
| ASN-III | Artificial Seawater Medium III |
| µmol | Micromole |
| m | Meter |
| s | Second |
| mM | Millimolar |
| dNTPs | Deoxynucleotide Triphosphate |
| Tm | Melting Temperature |
| U | Unit |
| (w/v) | Weight/volume |
| TAE buffer | Tris–Acetate–EDTA |
| BLASTN | Basic Local Alignment Search Tool |
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| Species | NCBI Taxonomy Superkingdom | Biotechnological Aspects | Sector of Application | References |
|---|---|---|---|---|
| Dinoroseobacter shibae | Bacteria | Production of poly-hydroxy-alkanoates (PHA) | Biomaterials (e.g., bio-based plastics) | [28] |
| Halocynthiibacter arcticus | Bacteria | Cold-active enzymes | Industrial processes | [29] |
| Phaeobacter inhibens | Bacteria | Production of tropodithietic acid and antimicrobial effect | Medicine | [30] |
| Celeribacter manganoxidans | Bacteria | Mn (II)-oxidizing | Environmental remediation | [31] |
| Ruegeria sp. | Bacteria | Production of Cyanophycin | Biomaterials (biopolymers) | [32] |
| Thioclava nitratireducens | Bacteria | Biofilm formation | Biomaterials | [33,34] |
| Marivirga tractuosa | Bacteria | Production of aldo-keto reductase | Cosmetics (retinol production) | [35] |
| Roseobacter denitrificans | Bacteria | Production of antibiotics and growth stimulants (auxins) | Aquaculture, medicine | [36] |
| Leisingera methylohalidivorans | Bacteria | Biofilm-forming capacity | Biomaterials | [37] |
| Sulfitobacter pseudonitzschiae | Bacteria | Bioluminescence, Biofilm formation | Industrial processes, biomaterials | [38] |
| Fistulifera solaris | Eukaryota | PUFAs and EPA production | Supplements and functional foods Pharmaceuticals | [39,40] |
| Cylindrotheca closterium | Eukaryota | Production of Diadinoxanthin and fucoxanthin | Food application and cosmeceutical applications | [41,42,43] |
| Thalassiosira oceanica | Eukaryota | Antimicrobial property and Bio-silica production | Biomedical Application | [44] |
| Species | NCBI Taxonomy Kingdom | Biotechnological Aspects | Sector of Application | References |
|---|---|---|---|---|
| Spiribacter salinus | Bacteria | Ectoin and trehalose production | Industrial biotechnology (stabilizing) | [45,46,47,48] |
| Haliscomenobacter hydrossis | Bacteria | Hyaluronate lyase activity | Industrial biotechnology (hyaluronan processing) | [49] |
| Haloferax gibbonsii | Archaea | Production of extracellular polysaccharides | Industrial biotechnology (emulsification, surfactants) | [50] |
| Haloquadratum walsbyi | Archaea | Production of halomucin, archaeal gas vesicles | Medicine (protection against desiccation, vaccine development) | [51,52] |
| Halomicrobium mukohataei | Archaea | Intracellular silver nanoparticle production by exposure to silver, pigments | Medicine (antimicrobial, anticancer), cosmetics (antioxidant) | [53,54,55] |
| Halopenitus persicus | Archaea | Hydrolytic enzymes and carotenoids | Medicine (anticancer) | [56] |
| Halogeometricum borinquense | Archaea | Production of polyhydroxyalkanoates (PHAs) | Biomaterials | [57] |
| Haloarcula hispanica | Archaea | Production of PHAs, antioxidant effect | Biomaterials, medicine (anticancer) | [58,59] |
| Haloferax volcanii | Archaea | Halophilic enzymes, pigments, production of PHAs | Food and beverage industries, Medicine (antioxidant), biomaterials | [60] |
| Halobiforma lacisalsi | Archaea | Bacteriorhodopsin | Bioelectronics | [61] |
| Natrinema sp. | Archaea | Halocin, production of PHAs, chitinase | Medicine (anticancer), biomaterials, industrial biotechnology (chitin degradation) | [62,63,64] |
| Halorubrum trapanicum * | Archaea | β-Carotene production | Cosmetic | [65] |
| Dunaliella salina | Eukaryota | Β-Carotene production | Cosmetic | [66] |
| Culture Type | Organism | Phylum, Order | Salinity | Sample Type | Growth Medium | GenBank Accession Number |
|---|---|---|---|---|---|---|
| Axenic and Mixed * | Dunaliella polymorpha | Chlorophyta, Chlamydomonadales | Low | Petola | Hypersaline | PX677330 *, PX677331, PX677332 * |
| Axenic | Dunaliella sp. | Chlorophyta, Chlamydomonadales | High | Brine | Hypersaline | PX677333 |
| Mixed | Dunaliella spp. | Chlorophyta, Chlamydomonadales | Low and High | Petola and brine | Hypersaline | PX677334, PX677335, PX677336, PX677337, PX677338 |
| Mixed | Tetraselmis sp. + unknown | Chlorophyta, Chlorodendrales + unknown | Low | Petola | Marine | PX684463 |
| Axenic | Tetradesmus obliquus | Chlorophyta, Sphaeropleales | Low | Brine | Freshwater | PX684464 |
| Axenic | Phormidium sp./Sodalinema stali | Cyanophyta, Oscillatoriales | Low and High | Petola and brine | Marine and Hypersaline | PX684465 |
| Mixed | Leptolyngbya sp. + Prochlorotrichaceae bacterium | Cyanophyta, Leptolyngbyales + Prochlorotrichaceae | High | Brine | Hypersaline | PX684466, PX684467, PX684468, PX684469 |
| Mixed | Capilliphycus guerandensis + unknown | Cyanophyta, Oscillatoriales + unknown | Low | Petola | Marine | PX684470 |
| Species | Biotechnological Potentials | Industrial Applications | Market Value | References |
|---|---|---|---|---|
| Tetradesmus obliquus | Carotenoids (mainly composed of lutein, with β-carotene as a minor component), antioxidant compounds, high fatty acid composition | Food production and processing industry, Animal feed industry, Nutraceutical and functional foods industry, Pharmaceutical and biomedical industry, Cosmetics and cosmeceuticals industry | Β-Carotenoid: to reach USD 1.38 billion by 2030 Lutein: to reach USD 527.2 million by 2030 Astaxanthin: to reach USD 3.89 billion by 2030 Natural Antioxidants: to reach USD 1.50 billion by 2030 | [90,91,92,93,94,95] |
| Dunaliella polymorpha/Dunaliella sp. | High β-carotene, glycerol, antioxidant pigments | Glycerol: to reach USD 5.67 billion by 2030 | [96,97] | |
| Tetraselmis sp. | Polysaccharides, fatty acids (EPA, DHA), antimicrobial peptides (AMPs) | Peptide Drug Conjugates: to reach USD 12,842.9 million by 2030 | [98,99,100] | |
| Phormidium sp./Sodalinema stali | Extracellular polysaccharides (EPS), phycocyanin, antimicrobial compounds Fatty Acid composition | Phycocyanin: to reach USD 276.4 million by 2030 | [101,102,103,104] | |
| Leptolyngbya sp. | Extracellular polysaccharides (EPS), UV-absorbing compounds (MAAs), phycocyanin High protein content | Sun care products: to reach USD 15.92 billion by 2030 Protein supplements: to reach USD 10.8 billion by 2030 | [105,106,107,108] | |
| Capilliphycus guerandensis * | Cytotoxic activity | [109] |
| Month | Sampling Season | Water Temperature (°C) | Salinity (Mass %)/Salinity Level Category | Sample ID | Nanodrop Concentration [ng/μL] and Purity (A260/280 Ratio) of Replicates Passing Quality Control |
|---|---|---|---|---|---|
| April | Spring | 20 | 4.4%/Low | April_1 | 144 (1.86) |
| April_2 | 129 (1.85) | ||||
| April_3 | 99 (1.85) | ||||
| April_4 | 10 (1.83) | ||||
| May | Spring | 21 | 4.5%/Low | May_1 | 145 (1.85) |
| May_2 | 65 (1.85) | ||||
| May_3 | 96 (1.84) | ||||
| May_4 | 118 (1.83) | ||||
| July | Summer | 33 | 26.8%/High | July_1 | 33 (1.78) |
| July_2 | 31 (1.89) | ||||
| July_3 | 43 (1.95) | ||||
| July_4 | 130 (1.85) | ||||
| August | Summer | 32 | 28.7%/High | August_1 | 50 (1.91) |
| August_2 | 101 (1.83) | ||||
| August_3 | 79 (1.84) | ||||
| August_4 | 155 (1.87) | ||||
| September | Autumn | 32 | 5.1%/Low | September_1 | 104 (1.82) |
| September_2 | 113 (1.84) | ||||
| September_3 | 142 (1.85) | ||||
| September_4 | 108 (1.82) | ||||
| September_5 | 194 (1.84) |
| Name | Sequence | Tm (PCR) | Purpose | Reference |
|---|---|---|---|---|
| Fw_ITS1 | 5′-AGGAGAAGTCGTAACAAGGT-3′ | 56.5 °C | Barcoding of green algae | [115] |
| Rv_ITS4 | 5′-TCCTCCGCTTATTGATATGC-3′ | 56.5 °C | Barcoding of green algae | [115] |
| 322 | 5′-TGTACACACCGCCCGTC-3′ | 59.5 °C | Barcoding of cyanobacteria | [143] |
| 340 | 5′-CTCTGTGTGCCTAGGTATCC-3′ | 59.5 °C | Barcoding of cyanobacteria | [143] |
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Atak, E.; Tavčar Verdev, P.; Petek, M.; Coll, A.; Bosch, D.; Dolinar, M.; Komarysta, V.; Glavaš, N.; Rotter, A. Identification and Cultivation of Biotechnologically Relevant Microalgal and Cyanobacterial Species Isolated from Sečovlje Salt Pans, Slovenia. Mar. Drugs 2026, 24, 26. https://doi.org/10.3390/md24010026
Atak E, Tavčar Verdev P, Petek M, Coll A, Bosch D, Dolinar M, Komarysta V, Glavaš N, Rotter A. Identification and Cultivation of Biotechnologically Relevant Microalgal and Cyanobacterial Species Isolated from Sečovlje Salt Pans, Slovenia. Marine Drugs. 2026; 24(1):26. https://doi.org/10.3390/md24010026
Chicago/Turabian StyleAtak, Eylem, Petra Tavčar Verdev, Marko Petek, Anna Coll, Daniel Bosch, Marko Dolinar, Viktoriia Komarysta, Neli Glavaš, and Ana Rotter. 2026. "Identification and Cultivation of Biotechnologically Relevant Microalgal and Cyanobacterial Species Isolated from Sečovlje Salt Pans, Slovenia" Marine Drugs 24, no. 1: 26. https://doi.org/10.3390/md24010026
APA StyleAtak, E., Tavčar Verdev, P., Petek, M., Coll, A., Bosch, D., Dolinar, M., Komarysta, V., Glavaš, N., & Rotter, A. (2026). Identification and Cultivation of Biotechnologically Relevant Microalgal and Cyanobacterial Species Isolated from Sečovlje Salt Pans, Slovenia. Marine Drugs, 24(1), 26. https://doi.org/10.3390/md24010026

