Biochemical composition, β-glucan and phenolic content of a marine diatom Chaetoceros muelleri cultivated in Guillard’s modified medium

View article
Aquatic Biology

Introduction

Marine diatoms are a vital group of phytoplankton that are found mainly in the ocean. They play a crucial role in the marine carbon cycle, as they absorb carbon from their surrounding environment via photosynthesis to generate energy, which is stored in the form of biomass (Mönnich, 2019; Yoshizawa et al., 2023). Diatoms synthesize a variety of biochemical constituents that accumulate in their cells, including lipid, protein, vitamins, carbohydrates, andother bioactive secondary metabolites mainly β-glucan (Ma & Hu, 2024). Therefore, diatoms are significantly used as life feed for aquatic larvae and also play the crucial role as a source of bioactive metabolites. Several genera of diatoms particularly Chaetoceros muelleri, Skeletonema costatum, Phaeodactylum tricornutum, Thalassiosira spp., and Amphora spp. are commonly used as feed for animal larvae. Among these, Chaetoceros is the primary genus utilized in aquatic larval diets. It is notable for its remarkable diversity and abundance, with over 225 species and 376 strains identified (Rines & Theriot, 2003).

Among these, C. mulleri is the main genus use as life feed in aquaculture and are regarded as vital food sources for larval bivalves, shrimp, and fish (Rodríguez et al., 2012; Ramachandra & Gunasekaran, 2020; Ma & Hu, 2024). Furthermore, metabolites contained in the diatoms are also play the crucial role of biological activities (Bai & Saravana, 2022), including antioxidation, anticoagulant, anti-inflammatory, anticancer, and antimicrobial metabolites (Do Nascimento et al., 2022). The diatom C. muelleri produces β-glucan, a diverse group of polysaccharides composed of glucose monomers linked together by glycosidic bonds. Glucans are ubiquitous in the plant kingdom and serve as vital food-reserve materials in various higher plants (Da Cunha et al., 2017; Ahmad & Kaleem, 2018) and fungi (Rahar et al., 2011). The structure and properties of β-glucan vary significantly depending on the source. A β-glucan found in yeast and mushrooms typically have 1,3 and 1,6 linkages, whereas those from grains contain 1,3 and 1,4 linkages. Furthermore, yeast-derived β-1,3/1,6 glucan has greater biological activity than its 1,3/1,4 counterparts (Rahar et al., 2011). Nevertheless, a recent study on the structural characterization of β-D-(1 → 3)-glucans from different growth phases of the marine diatom C. muelleri revealed an acidic sulfated polysaccharide, designated CMSP, with a low degree of sulfate substitution (0.10) (Piontek et al., 2010) and a low level of β-(1 → 6) branching, with a degree ranging from 0.006 to 0.009. These branches consist of β-(1 → 6) linkages, which form additional side chains connected to the main β-(1 → 3)-linked backbone of chrysolaminarin (Størseth et al., 2005; Riccardi et al., 2010). β-glucan increases the viscosity of digesta in the gastrointestinal tract (a primary determinant of its blood glucose- and cholesterol-lowering properties). Therefore, the chemical structure, molecular weight, rate and extent of dissolution, and solution rheology of β-glucan are key factors in determining its physiological function (Wang & Ellis, 2014). Owing to their structural roles, glucans have garnered significant attention for their potential as biological response modifiers and immunomodulatory agents (Ramesh & Tharanathan, 2003). A total of 33 of the 70 compiled studies examining the impact of β-glucan on the immune response in fish and shrimp were investigated. Among these studies, approximately 70% focused on freshwater fish, whereas the remaining 30% focused on marine fish (Van Doan et al., 2024). As highlighted by the aforementioned data, C. muelleri serves as a valuable source of essential metabolites for both aquaculture and pharmaceutical applications. However, the mass production of these metabolites from diatoms remains challenging, primarily due to limitations in large-scale cultivation caused by variations in growth media. Therefore, the primary objective of this study was to examine the effects of modified Guillard’s medium on the biochemical composition of the marine diatom C. muelleri, including its protein, lipid, carbohydrate, and phenolic compound content, as well as its ability to synthesize β-glucan.

Materials and Methods

Cultural medium preparation and modification

The standard Guillard’s medium was prepared following the method described by Chiovitti et al. (2004) (see Supplemental Material for general composition). The sodium carbonate concentration was set at 0.5 g L−1, selected based on the results of preliminary tests evaluating concentrations of 0.05, 0.5, and 5 g L−1 (Pimolrat et al., 2010). For nitrogen levels, preliminary screening was conducted at 20%, 50%, and 75% of the standard concentration. The optimal nitrogen level was chosen based on its promotion of the highest β-glucan synthesis and will be used in subsequent experiments.

Diatom cultivation

A diatom, C. muelleri, was cultured in general laboratory conditions. The initial volume of diatom was transferred to 200 mL (0.5 × 106 cellsmL−1) of culture medium. Three cultural media consist of standard Guillard F/2 medium (T1), modified Guillard F/2 medium supplemented with 0.05 L−1 sodium bicarbonate (T2), and modified Guillard F/2 medium with reduction in nitrogen (T3, based on the previously screening) were used in this experiment. The experimented diatom was cultivated at 25 °C under white fluorescent light (36 W G13 cool white linear fluorescent; Pilips, Gujarata, India) at an intensity of 115 µmol/s/m2 for 12 h a day until harvesting. The cell density was measured daily using a Neubauer Hemocytometer (Thermo Fisher Scientific, Waltham, MA, USA). The cells were harvested after 5 days of cultivation period, once they reached the stationary phase of growth. At this stage, the cell densities were approximately 3.90 ± 0.03 × 106, 4.03 ± 0.50 × 106, and 4.20 ± 0.04 × 106 cells mL−1, starting from an initial density of 0.5 × 106 cells mL−1. The diatoms were harvested using polyaluminum chloride (PAC; Q RëC™, Auckland, New Zealand) and centrifuged at 2,688 relative centrifugal force (RCF) for 3 min. After washing with distilled water, the wet diatoms were centrifuged, weighed, and preserved at −20 °C for further experiments.

Biochemical composition analysis

Carbohydrate determination

The total carbohydrate content was determined via the phenol‒sulfuric acid method as described by Dubois et al. (1956). Briefly, 2 mg extract was distilled in 1 mL of water and boiled at 80 °C for 20 min before being shaken for 10 min, followed by centrifugation at 10080 RCF, after which the liquid was collected. For dilution, 800 microliter (µL) of 2.5% phenol solution was added to 200 µL of solution, and 200 µL of water was used as a blank. Then, 2.5 mL of concentrated sulfuric acid was mixed and allowed to stand for 20 min at room temperature. The UV absorbance at 490 nm was used to measure the amount of sugar contained in the extract, and glucose was used as a standard.

Protein determination

The total protein content was measured via Folin-Ciocalteu reagent with standard bovine serum albumin following the method described by Lowry et al. (1951). Briefly, a sample volume of 100 mL was mixed with 100 mL of biuret reagent. After incubation at room temperature for 10 min, 50 mL of 50.0% Folin-Ciocalteu reagent was added, and the mixture was incubated at room temperature for 30 min. The absorbance of the mixture was measured at 660 nm with a spectrophotometer, and distilled water was used as a blank.

Lipid determination

The total lipid content was determined via modified chloroform/methanol extraction according to Li et al. (2015) and Nomaguchi et al. (2018). First, 25 mg of extract was mixed with 1.5 mL of a chloroform-methanol solution (2:1, v/v) and vortexed for 2 min. The samples were then kept at room temperature for 24 h. Afterward, the mixtures were centrifuged at 1,000 RCF for 3 min, the supernatants were transferred into pre-weighed microcentrifuge tubes (W1). Second, the remaining dried material was re-extracted with 1.5 mL of a chloroform-methanol solution (2:1 v/v) via the previously described procedure. After the second extraction, the supernatant was combined with the first one and dried in an oven at 70 °C until a constant weight (W2) was obtained. The total lipid content (in milligrams per 100 mg of extract) was then determined gravimetrically via the following equation.

Totallipidcontent=(W2W1)×100Wwhere W represents the dried extracted weight, W1 represents the initial weight of the microcentrifuge tube, and W2 represents the final constant weight of the microcentrifuge tube after drying.

Total phenolic content

The total phenolic content (TPC) of the diatom was analyzed via a modified Folin–Ciocalteu reagent method, previously described by Karthikeyan et al. (2013) and Hemalatha et al. (2015). Briefly, 20 µL of the extracts were combined with 100 µL of 1:10 diluted Folin–Ciocalteu reagent, followed by the addition of 80 µL of 7.5% Na2CO3. After 2 h of incubation in the dark at room temperature, the absorbance was measured via a spectrophotometer at 600 nanometers (nm). Gallic acid served as the standard reference, and the TPC results was express as milligrams of gallic acid equivalents (GAE) per gram of dried extract (mg GAE g−1).

Antioxidant activity assessment

The scavenging activity of the ABTS radical

The scavenging activity of the 2,2′-azino-bis(3-ethylbenzothiazoline-6-sulfonic acid (ABTS) radical was measured following the method described by Re et al. (1999) and Xia et al. (2013). Preformed ABTS free radicals were generated by reacting 7 mM ABTS diammonium salt with 2.45 mM potassium persulfate (in a 1:5 ratio) for 12 h in the dark at room temperature. The solution was then diluted with 95% ethanol (v/v) until the absorbance at 734 nm reached 0.7 units. Subsequently, 20 µL of the sample was mixed with 10 mM phosphate buffer (pH 7.4) to a final volume of 1,980 µL and incubated in a dark container for 5 min. The absorbance at 734 nm was then measured. Ascorbic acid was used as a standard reference. The scavenging ability was calculated via the following equation.

ABTSradicalscavengingactivity(%)=[(AoA)/Ao]×100where A₀ is the absorbance of the control reaction and A is the absorbance of the fucoxanthin solution.

DPPH radical scavenging activity

1,1-diphenyl-2-picrylhydrazyl (DPPH) radical scavenging activity was determined via a modified method proposed by Xia et al. (2014) and Sachindra et al. (2007). Briefly, 1 mL of 0.1 mM ethanolic DPPH solution was added to 1 mL of the sample mixture. The mixture was vigorously shaken and incubated for 30 min at room temperature in the dark. The absorbance was subsequently measured at 517 nm. The inhibition of DPPH radicals by the samples was calculated as follows:

DPPHradicalscavengingactivity(%)=[1(absorbanceofsampleabsorbanceofblank)/absorbanceofcontrol)]×100%.

Reducing power

The reducing power was determined via modified methods from Sachindra et al. (2007), Deng et al. (2012), and Zou, Lu & Wei (2004). Briefly, 1 mL of the extract and ascorbic acid were mixed with 2.5 mL of sodium phosphate buffer (pH 6.6) and 2.5 mL of 1% (w/v) aqueous potassium ferricyanide. The mixture was incubated at 50 °C for 30 min. After incubation, 2.5 mL of 10% (w/v) trichloroacetic acid was added, followed by centrifugation at 3,500 rpm for 10 min. Then, 2.5 mL of the supernatant was mixed with 3 mL of distilled water and 0.5 mL of 0.1% (w/v) ferric chloride. The absorbance was measured at 700 nm against a blank. An increase in the absorbance of the reaction mixture indicated an increase in reducing power, expressed as mg of ascorbic acid per gram of sample.

β-glucan content

β-glucan extraction was performed via a modified warm water method as described by (Chiovitti et al., 2004). Briefly, diatom pellets frozen in 30 mL of Milli-Q water were thawed and heated at 30 °C for 2 h, with stirring every 10 min. The extracted cells were centrifuged at 10,000 CRF, and the supernatant was collected and filtered through 0.8 and 0.2 µm filters to remove impurities. The solution was then freeze-dried via an EYELA FDU-2100 freeze dryer (Tokyo, Japan).

Megazyme analysis

Megazyme analysis was conducted on the extracts to determine the (1,3)-(1,6)-β-glucan content using the Megazyme Yeast and Mushroom Kit (K-YBGL) (Megazyme Ltd., Wicklow, Ireland). The assays were conducted following the manufacturer’s instructions. In summary, crude glucans extracts were finely ground and immersed in a 12 M H2SO4 solution at −4 °C for 2 hto facilitate the dissolution of the glucans. The ground samples were then hydrolyzed in 2 M H2SO4 at 100 °C for 2 h. Following hydrolysis, the remaining glucan fragments were enzymatically converted to glucose via exo-1,3-β-glucanase and β-glucosidase, allowing for the determination of total glucan content. The determination of alpha-glucan and sucrose contents involved a specific hydrolysis process that produced D-glucose and D-fructose. Glucose quantification was carried out via enzymatic reactions with amyloglucosidase and invertase, followed by the addition of the GOPOD reagent containing glucose oxidase and peroxidase. The β-glucan content was then calculated based on the difference between the measured values.

Fourier transform infrared spectroscopy

The Fourier transform infrared (FTIR) spectrum was obtained via an FT-IR spectrometer (Lumos II, Fällanden, Germany) equipped with a high-quality FPA detector measuring 1,490 × 1,118 µm2 and featuring a submicron spatial resolution of 0.6 µm/pixel. The sample was prepared by grinding 2.0 mg of extract in a mortar. The resulting powder was then mounted onto the FT-IR sample holder for analysis.

Liquid Chromatography–Tandem Mass Spectrometry (LC–MS/MS)

For sample preparation, 1 mg of the sample was dissolved in methanol (Merck, Darmstadt, Germany) and filtered through a 0.2 μm PTFE filter membrane (Agilent, Wilmington, DE, USA). The samples were then stored at 4 °C until use. The instrument settings were as follows: ESI mass spectra were obtained via an Agilent 1290 Infinity LC system (Agilent) coupled to an Agilent 6540 series Q-TOF mass spectrometer (Agilent). A diode-array detector (DAD) was used as the LC detector, along with an Agilent Poroshell 120 EC-C18 column (4.6 × 150 mm with a particle size of 2.7 µm) (Palo Alto, CA, USA). The temperature was maintained at 35 °C for the analysis of the extracts. Agilent Mass Hunter Workstation software B.08.00 was used for operation and data processing. Both negative and positive ion modes, within a m/z ratio range of 50–1,000 at a resolution of 4,000, were employed to verify fragment ions in MS/MS data through high-energy collision dissociation (HCD: 40, 20, 10 eV). The gas temperature was set to 320 °C, with a drying gas flow rate of 8 L per minute, nebulizer gas pressure of 35 psi, sheath gas temperature of 350 °C, and sheath gas flow rate of 11 Arbs (Xue et al., 2023).

Statistical analysis

Statistical analysis was performed via SPSS (version 29.0). One-way analysis of variance (ANOVA) was performed, and the mean values were compared via Duncan’s multiple range test at a 95% confidence interval (p < 0.05).

Results

Guillard’s medium modification

Preliminary tests were conducted by supplementing the culture medium with nitrogen concentrations of 25%, 50%, and 75% to assess β-glucan accumulation in diatom cells. The highest β-glucan accumulation was observed at the 50% nitrogen level as shown in Table S1 of supplementary data. This N concentration was further selected for the next experiment.

Biomass yield and biochemical compositions

Table 1 presents the results of the biochemical composition analyzed from the diatom extracts. The data revealed that T3 yielded highest biomass, carbohydrate, and lipid levels, with the exception of total protein. The experimental data assumed that diatoms grew best in the T3 medium. The cells were harvested during the stationary phase (at the fourth day, Fig. S1), with a maximum cell density of 5.75 ± 0.06 × 106 cells mL−1 was observed at T3, whereas those of T1 and T2 reached 3.85 ± 0.13 and 4.03 ± 0.08 × 106 cells mL−1, respectively. Statistical calculation showed that T3 significantly different (p < 0.05) from that at T1, but did not differ from that at T2. The carbohydrate content in cultured diatoms was 5.81 ± 0.50%, 6.90 ± 1.14%, and 13.71 ± 1.56% for T1, T2, and T3, respectively. Statistical analysis manifested significant differences when T3 was compared with T1 and T2. The results indicated that the carbohydrate content in T3 was approximately 1.5 times greater (13.71 ± 1.56%) than that in T1 (5.81 ± 0.50%) and T2 (6.90 ± 1.14%). The protein contents in T1, T2, and T3 were 94.84 ± 0.08, 31.39 ± 0.72, and 30.91 ± 0.38 mg g−1, respectively. Statistical analysis displayed significant differences between three treatments, as shown in Table 1. Similarly, the total lipid content in T3 (4.34 ± 0.03%) was significantly higher (p < 0.05) than in T1 (1.1 ± 0.08) and T2 (2.21 ± 0.62).

Table 1:
Biochemical composition in the crude extract of cultured C. muelleri.
Yield and biochemical composition T1 T2 T3
Biomass (×106 cells mL−1) 3.85 ± 0.13a 4.03 ± 0.08a,b 5.75 ± 0.06b
Carbohydrate (%) 5.81 ± 0.50a 6.90 ± 1.14a 13.71 ± 1.56b
Total proteins (mg/g extract) 94.84 ± 0.08b 31.39 ± 0.72a 30.91 ± 0.38a
Lipid (%) 1.1 ± 0.08a 2.21 ± 0.62b 4.34 ± 0.03c
β-glucan content (g L−1) 0.38 ± 0.01a 0.35 ± 0.01b 0.41 ± 0.01c
DOI: 10.7717/peerj.20098/table-1

Note:

The mean and standard deviation (SD) of three replicates were used to express data. Different letters represent the statistical significant different at 95% confident interval (p < 0.05). T1 = standard Guillard F/2 medium; T2 = modified Guillard F/2 medium supplemented with 0.05 g L−1 sodium bicarbonate; T3 = modified Guillard F/2 medium with a 50% reduction in nitrogen.

β-glucan accumulation

Megazyme analysis was conducted on crude diatoms cultured in the modified media has showed in Table 2. The β-glucan concentrations in T1, T2, and T3 were 0.38 ± 0.01, 0.35 ± 0.01, and 0.41 ± 0.01 g L−1, respectively. Statistical analysis revealed significant differences among the three extraction yields. The types of glucans contained in the extracts are shown in Table 2 that expressed as percentages (w/w) for β-glucan, α-glucan, and total glucans. Statistical significance (95% confidence interval) was evaluated for the levels of α-glucan, β-glucan, and total glucans in the diatoms. T3 showed a significantly higher β-glucan content (79.45 ± 1.40) compared to T1 (2.92 ± 0.30) and T2 (11.59 ± 0.18). The β-glucan content in crude diatoms was 2.92 ± 0.30 g 100 g−1 DM, 11.59 ± 0.18, and 79.45 ± 1.40 g 100 g−1 DM for T1, T2, and T3, respectively. The increasing of β-glucan content in T1:T3 was 96.3%, and in T2:T3 was 85.41%.

Table 2:
Glucans content in crude extract of C. muelleri.
T1 T2 T3
α-glucan (% w/w) 0.059 ± 0.003c 0.054 ± 0.002b 0.013 ± 0.002a
β-glucan (% w/w) 2.92 ± 0.30a 11.59 ± 0.18b 79.45 ± 1.40c
Total glucan (% w/w) 2.98 ± 0.30a 11.64 ± 0.18b 79.47 ± 1.40c
DOI: 10.7717/peerj.20098/table-2

Note:

The mean and standard deviation (SD) of three replicates were used to express data. Different letters represent the statistical significant different at 95% confident interval (p < 0.05) . T1 = standard Guillard F/2 medium; T2 = modified Guillard F/2 medium supplemented with 0.05 g L−1 sodium bicarbonate; T3 = modified Guillard F/2 medium with a 50% reduction in nitrogen.

Total phenolic content and antioxidant activity

The TPC and antioxidation ability of diatom crude extracts were determined.

Total phenolic content

The total phenolic content (TPC) of crude diatoms was measured, and the results are presented in Table 3. Based on the results, the TPC ranged from 4.16 ± 0.17 to 14.91 ± 0.97 µg mg−1 GAE. The lowest phenolic content was observed in T3 (4.16 ± 0.17 µg mg−1 GAE) and T2 (4.44 ± 0.11 µg mg−1 GAE). These values were approximately 1-fold lower than that of T1 (14.91 ± 0.97 µg mg−1 GAE). Additionally, the TPC in T1 was about 3.5 times higher than in T2 and T3. The TPC of C. muelleri in T2 and T3 was significantly lower than that in T1. The ABTS radical scavenging activity of crude diatom extracts showed significant differences among T1, T2, and T3, with values of 89.21 ± 1.71, 10.66 ± 0.38, and 94.59 ± 0.04, respectively.

Table 3:
Total phenolic content and antioxidant activity of the extract from the cultured C. muelleri.
Extract analysis T1 T2 T3
Total phenolic (μg/mg of GAE) 14.91 ± 0.97b 4.44 ± 0.11a 4.16 ± 0.17a
ABTS scavenging (2 mg/ml extract) 89.21 ± 1.71b 10.66 ± 0.38a 94.59 ± 0.04c
DPPH scavenging (10 mg/ml extract) 22.47 ± 1.23a 23.34 ± 0.67a 65.33 ± 2.90b
Reducing power (mg ascorbic acid) 49.44 ± 4.49a 47.61 ± 5.45a 53.23 ± 6.61a
DOI: 10.7717/peerj.20098/table-3

Note:

The mean and standard deviation (SD) of three replicates were used to express data. Different letters represent the statistical significant different at 95% confident interval (p < 0.05). T1 = standard Guillard F/2 medium; T2 = modified Guillard F/2 medium supplemented with 0.05 g L−1 sodium bicarbonate; T3 = modified Guillard F/2 medium with a 50% reduction in nitrogen.

Discussion

Marine diatoms produce and accumulate a diverse range of metabolites. Some, such as lipids, proteins, and carbohydrates, have high nutritional value, while others are secondary metabolites with specific ecological or physiological functions. Lipids, proteins, and carbohydrates are essential for diatom physiology, ecological success, and their role in marine ecosystems. Lipids function as energy reserves and structural components of cell membrane (Fernandes et al., 2017). Proteins regulate key metabolic processes, including photosynthesis and nutrient uptake. Carbohydrates serve as energy storage molecules and contribute to cell wall formation. As the secondary metabolites, β-glucans are important structural and functional polysaccharides found in the cell walls of marine diatoms, playing several critical biological and ecological roles (Frick et al., 2023). Phenolic compounds, although less studied in marine diatoms compared to terrestrial plants, are recognized as secondary metabolites involved in antioxidant defense, stress response, and ecological interactions (Karthikeyan et al., 2013). However, their exact functions in diatoms remain not fully understood. Production and accumulation of those metabolites according to ingredients and amount of cultural media.

Biomass yield and biochemical compositions

Our finding indicates that the modified media affected growth, biomass production, and the concentration of biochemical compounds synthesized of diatoms, as reported by Ördög et al. (2012). Shan et al. (2023) reported that Chaetoceros sp. achieved maximum biomass and growth rates under mixotrophic conditions with sodium bicarbonate, indicating its role in enhancing metabolic pathways for growth. Furthermore, the nitrogen source affects the duration of the stationary phase, as observed in Chaetoceros cultures supplemented with ammonia, which maintained a longer stationary phase than did those supplemented with nitrate (Sachindra et al., 2007). This is due to the varying rates of nutrient uptake. Our study recorded that the carbohydrate content in T3 was approximately 1.5 times greater than that in T1 and T2. These findings indicate that nitrogen limitation influences the accumulation of carbohydrates and β-glucan, as proposed by Morales-Plasencia et al. (2023). Nitrogen limitation also impacts carbohydrate and β-glucan accumulation, as well as biomass composition, in Nannochloropsis oculata (López-Elías et al., 2011). In the case of C. muelleri, significant biochemical changes occur in response to nitrogen stress, particularly affecting its chemical composition and fatty acid profile. Under nitrogen limitation, C. muelleri increases lipid and carbohydrate accumulation while maintaining biomass levels (de Jesús-Campos et al., 2020). Our study also revealed greater increases in lipids and β-glucans in T3 (4.34 ± 0.03) than in T1 (1.1 ± 0.08) and T2 (2.21 ± 0.6). Nitrogen limitation triggers extensive cellular physiological changes, resulting in altered biochemical pathways and protein synthesis. Furthermore, different nitrogen sources (nitrate, ammonium, and urea) at the same concentration do not significantly impact growth rates but do influence carbohydrate and protein synthesis (Simionato et al., 2013; López-Elías et al., 2011). Additionally, sodium bicarbonate supplementation has been shown to significantly enhance the growth and biochemical composition of cultures of Tetraselmis suecica and Nannochloropsis salina. A concentration of 1 g L−1 bicarbonate resulted in higher cell abundance and improved photosynthetic efficiency (White et al., 2013). In contrast, in C. gracilis, the lowest bicarbonate concentration (0.05 g L−1) led to the greatest accumulation of carbohydrates and lipids (Pimolrat et al., 2010). Furthermore, 0.15 M bicarbonate supplementation in Dunaliella salina HTBS increased lipid, protein, and carbohydrate synthesis from 34.71% to 43.94%, 22.44% to 26.03%, and 22.62% to 29.18%, respectively (Guo et al., 2022). Hence based on the previously data, carbonate plays an important role as a carbon source in the formation of organic materials and energy for the growth of diatoms (Curcuraci et al., 2022). In contrast, the protein contents in T1, showed maximum level than the others. This is because nitrogen plays a crucial role in amino acid synthesis; therefore, nitrogen deficiency decreases protein production, inhibits the citric acid cycle, and reduces cell division (Msanne et al., 2012). According to this report, a low nitrogen concentration (nitrate concentration <21.66 mg/L) leads to increased lipid content (up to 31.33%) but decreases biomass productivity and protein levels (Liu et al., 2022).

β-glucan accumulation

Polysaccharides produced by C. muelleri contain β-(1 → 3) glucan with β-(1 → 6) branching. The molecular structure does not change with nutrient fluctuations, but it varies in terms of the number of glucose units (degree of polymerization, DP) and degree of β (1 → 6) branching (DB); therefore, the size or molecular weight varies in different organisms (Størseth et al., 2005). Fourier transform infrared (FTIR) spectroscopy was performed to analyze the presence of β-glucan in the diatom extract. The FTIR spectrum of standard β-glucan (Fig. 1) revealed the characteristics at 1,065 and 1,038 cm−1. In addition, The FTIR spectrum of diatom extract (Fig. 2) revealed the sugar region vibrations at 1,200–900 cm−1, the OH functional group at 3,600–2,600, the glycosidic bond at 1,041, and the CH signal at 3,000–2,800 cm−1 were observed. β-glucans are polydisperse, meaning that they exist as mixtures of molecules with different chain lengths and molecular weights, making it difficult to pinpoint a specific molecular weight. The difficulty in determining the exact molecular weight of β-glucan stems from its structural diversity, source-related variability, and challenges associated with its extraction and analysis. Instead of a single molecular weight, β-glucans are often described by a molecular weight range. However, we determined the LC-MS/MS spectral data of diatom extract (T3) for primary analysis of the β-glucan contained in the C. muelleri extract. LC-MS/MS chromatogram (Fig. 3) revealed the loss of two proton patterns of gluconic acid at m/z 198, 196, and 194 (the typical molecular weight of gluconic acid is 196 Da). This evidence also tentatively confirmed the presence of the glucose unit of the β-glucan contained in the diatom extract. Glucans levels in diatoms are low during growth but increase during the stationary phase, particularly under limited nitrogen conditions; this indicated a high level of β-glucan accumulation in N-depleted media (Myklestad, 1989). In general, nitrogen limitation can induce glucan synthesis in diatom cells, similar to other metabolites, such as fatty acids and triacylglycerol, because carbon fixation for protein synthesis is interrupted (Frick et al., 2023). This phenomenon was observed in several cultured diatoms, such as Nanochlopsis oculata, C. pseudocurvisetus, Contricriba weissflogii, C. pseudocuvisetus, Thalassiosira pseudonana, and Scenedesmus obtusiusculus, in which beta-glucan increasingly accumulated in the cell under N-source depletion (Myklestad, 1989), which occurred during the stationary phase, similar to the findings of this study (Frick et al., 2023; Teunis, 2013). A few examples confirmed this finding, including nitrate starvation increasing the β-glucan content of S. obtusiusculus A189 from 16 to 23% and that of S. ovalternus SAG 52.80 from 23.3 to 36.7% (Schulze et al., 2016). In Rodomanas marina culture, media containing low available N induced beta-glucan starvation in their cells (Fernandes et al., 2017). In the case of Nanochloropsis oculata cultures, reducing the N level by 50% in culture media results in a 75% increase in β-glucan accumulation in the cells (Morales-Plasencia et al., 2023). These data suggest that the function of uridine diphosphatase glucose pyrophosphate, a key beta-glucan (chrysolaminarin) synthesis enzyme, is activated when diatoms grow in N starvation media (Guerrini et al., 2000).

FTIR spectrum of standard β-glucan derived from Saccharomyces cerevisiae—(CAS 9012-72-0—Calbiochem).

Figure 1: FTIR spectrum of standard β-glucan derived from Saccharomyces cerevisiae—(CAS 9012-72-0—Calbiochem).

FTIR spectrum of crude diatom (T3).

Figure 2: FTIR spectrum of crude diatom (T3).

LC-MS/MS spectrum of crude extract from cultured diatom.

Figure 3: LC-MS/MS spectrum of crude extract from cultured diatom.

The accumulated β-glucan in marine diatoms is significant mainly on biological and ecological manners. β-glucans particularly chrysolaminarin (a β-1,3-glucan with β-1,6 branches) play the biological function as storage energy, stress responsible and life cycle controlling (Frick et al., 2023). In ecological significant, diatoms fix large amounts of CO2 via photosynthesis process that β-glucans are stored as a portion of this fixed carbon resulting carbon sequestration and food web dynamics (Schulze et al., 2016).

Total phenolic content and antioxidant activity

Phenolic compounds in diatom cells act as a defense against oxidative stress caused by abiotic factors, such as nutrient deficiency. Variations in phenolic compounds concentrations among diatom species are well studied as strategies for adapting to nutrient stress (Goiris et al., 2012). Diatoms produce phenolic compounds that serve various biological functions, particularly as antioxidants that protect cells from oxidative stress caused by UV radiation and other environmental stressors (Re et al., 1999). In the marine environment, these phenolic compounds also play a defensive role by deterring grazing by zooplankton. The production of phenolic compounds in marine diatoms under laboratory conditions is influenced by the composition of the culture medium (Frleta Matas et al., 2024). According to a study by Curcuraci et al. (2022), a diatom Phaeodactylum tricornutum produced a greater phenolic content when cultured in N-enriched media (3.07 ± 0.17 mg GAE g−1 dry weight) than cultured under N limitation (1.12 ± 0.00 mg GAE g−1 DW). Hemalatha et al. (2015) reported that the methanolic extract of the marine diatom Odontella aurita had a greater total phenolic content and antioxidant properties than did C. curvisetus and Thalassiosira subtilis. The study reported a TPC of 0.55 ± 0.031 mg −1g GAE, total antioxidant activity of 0.97 ± 0.044 mg g−1 ascorbic acid equivalent, DPPH radical scavenging activity of 15.25%, and ferric reducing power of 1.032 ± 0.031 mg g−1 ascorbic acid equivalent. Therefore, crude extracts from diatoms cultured in N-enriched media presented increased antioxidant activity (Frleta Matas et al., 2024). In contrast, our study recorded that the extract from C. muelleri had the highest activity, whereas T1 had a higher total phenolic content of 14.91 ± 0.97 mg g−1 GAE. Additionally, T3 exhibited a DPPH radical scavenging activity of 65.33 ± 2.90% at 10 mg mL−1 extract and a ferric reducing power of 53.23 ± 6.61 mg g−1 ascorbic acid equivalent, with no significant difference (p < 0.005) (Table 3). Despite the lowest TPC observed in T3, it exhibited the highest antioxidant potential. Typically, higher antioxidant values would be expected with increased phenolic content, suggesting that β-glucan may play a crucial role in the observed antioxidant activity. Various metabolites, including carotenoids, quinones, and other compounds contained hydroxyl groups or chromophores, contribute to antioxidant activity. For instance, fucoxanthin extracted from Odontella aurita demonstrated strong ABTS radical scavenging activity, with an EC50 value of 0.03 mg mL−1 (Suttisuwan et al., 2019). This suggests that the antioxidation potential observed might be played by the hydroxyl groups present in β-glucan, however no evidences of minor constituents in crud extract may also influenced.

Conclusion

The marine diatom C. mueleri produces fascinated biochemical metabolites including carbohydrate, lipid, proteins, phenolic compounds, and β-glucan. The production of these metabolites is influenced by several factors, particularly the nitrogen levels and bicarbonate concentration. The results demonstrated that a lower nitrogen content in the medium, or a nitrogen-starved condition (T3), promotes growth and enhances the synthesis of carbohydrates, total lipid, β-glucan, and phenolic compounds, with the exception of protein. Furthermore, T3 medium exhibited the most potent antioxidant activity compared to those grown in T1 and T2 media. These findings suggest that the T3 medium is suitable for the mass cultivation of C. mueleri to produce biochemicals and β-glucan. However, further purification of the metabolites is necessary to clarify their specific antioxidant properties.

Supplemental Information

Alpha glucan data.

DOI: 10.7717/peerj.20098/supp-2

Beta-glycan data.

DOI: 10.7717/peerj.20098/supp-3

Carbohydrate data.

DOI: 10.7717/peerj.20098/supp-5

Data of DPPH assay.

DOI: 10.7717/peerj.20098/supp-6

raw data of lipid.

DOI: 10.7717/peerj.20098/supp-7

Growth curve of a experimented diatom.

DOI: 10.7717/peerj.20098/supp-8

Ingredient of modified Guillard medium.

DOI: 10.7717/peerj.20098/supp-9

Data of phenolic content.

DOI: 10.7717/peerj.20098/supp-10

Protein raw data.

DOI: 10.7717/peerj.20098/supp-11

Screening for the suitable nitrogen level supplemented in the media.

DOI: 10.7717/peerj.20098/supp-12

Biochemical composition screen (25%, 50% and 75% reduce Nitrogen) in modified f/2 media in condition laboratory cultured C. muelleri.

The mean and standard deviation (SD) of three replicates were used to express data. Different letters represent the statistical significant different at 95 % confident interval (p < 0.05) .

DOI: 10.7717/peerj.20098/supp-13

Biomass of C. müelleri cultivation and yield extracted and biochemical composition of crude diatom beta glucan extracted from C. müelleri .

The mean and standard deviation (SD) of three replicates were used to express data. Different letters represent the statistical significant different at 95 % confident interval (p < 0.05) . T1= standard Guillard F/2 medium; T2 = modified Guillard F/2 medium supplemented with 0.05 g L⁻¹ sodium bicarbonate; T3 = modified Guillard F/2 medium with a 50% reduction in nitrogen.

DOI: 10.7717/peerj.20098/supp-14

Total phenolic content and antioxidant activity of the extract from the cultured C. muelleri.

The mean and standard deviation (SD) of three replicates were used to express data. Different letters represent the statistical significant different at 95 % confident interval (p < 0.05) . T1= standard Guillard F/2 medium; T2 = modified Guillard F/2 medium supplemented with 0.05 g L⁻¹ sodium bicarbonate; T3 = modified Guillard F/2 medium with a 50% reduction in nitrogen.

DOI: 10.7717/peerj.20098/supp-15

Glucan content in crude diatom beta glucan extracted, C. muelleri, assayed with the Megazyme assay kit.

The mean and standard deviation (SD) of three replicates were used to express data. Different letters represent the statistical significant different at 95 % confident interval (p < 0.05) . T1= standard Guillard F/2 medium; T2 = modified Guillard F/2 medium supplemented with 0.05 g L⁻¹ sodium bicarbonate; T3 = modified Guillard F/2 medium with a 50% reduction in nitrogen.

DOI: 10.7717/peerj.20098/supp-16

Raw data of Table 3.

DOI: 10.7717/peerj.20098/supp-17

Yield production of cultured diatom.

DOI: 10.7717/peerj.20098/supp-18