4.1 Effect of sonication and solvent system on the extraction yield
Methanol and ethanol produced the highest extraction yields among all the solvents tested in the study, with methanol yielding approximately 10.3 ± 0.919% for the non-sonicated samples and around 14.65 ± 0.503% for the sonicated samples. Ethanol yielded 5.9 ± 0.230% in the absence of sonication, whereas the yield increased to 10.45 ± 1.202% with sonication. These findings aligned with previous findings that reported both methanol and ethanol as the most efficient solvents for the extraction the bioactive compounds from S. parvus (Ren et al. 2021; Tavakoli et al. 2021; Hui et al. 2023a). Chloroform, being a less polar solvent than methanol and ethanol, yielded approximately 6.05 ± 0.474% for the non-sonicated samples and about 9.3 ± 0.354% for the sonicated samples. This indicates that chloroform extracts have lesser numbers of compounds compared to methanol and ethanol, but the application of sonication significantly increases the extraction yield. In the case of hexane and petroleum ether, both non-polar solvents, the extraction yields were very low, ranging from 1–2%, even with sonication. This suggests that the compounds in S. parvus. have limited solubility in non-polar solvents, resulting in low extraction yields.
Sonication also influenced the extraction yield of most solvents, as demonstrated by the relatively higher extraction yields for sonicated samples compared to non-sonicated ones. Methanol and ethanol showed higher yield compared to the control, suggesting that sonication increases the efficiency of extraction by breaking down the cell walls and releasing the internal compound, as reported in many previous studies (Das and Eun 2018; Ren et al. 2021; Tavakoli et al. 2021; Hui et al. 2023b). Sonication with chloroform also increased significantly, demonstrating its effectiveness in improving solvent’s penetration and extraction capability. Interestingly, the extraction yield using soxhlet extraction, despite being a lengthy process, was approximately 10.2 ± 0.362%, slightly lower than the sonicated methanol and ethanol extracts. This suggests that, while soxhlet extraction is effective, the combination of an appropriate solvent and sonication can yield better results, potentially outperforming conventional soxhlet extraction.
Based on these findings, it can be concluded that solvent selection and the application of sonication are critical factors in the extraction of S. parvus. In comparison to the other solvents, methanol and ethanol used with sonication were the most effective solvents, producing significantly better results than conventional soxhlet extraction and the non-polar solvents. These results demonstrate that the extraction method and the type of solvent employed have a significant impact on the yield. The findings also support the sonication to enhance bioactive compound yield in microalgal research and related fields. Future studies should investigate the type of compounds extracted by each solvent and the biological activities associated with these extracts to further elucidate the benefits of sonication-assisted extraction.
4.2 The Impact of Different Extraction Methods on Total Phenolic and Flavonoid Content
In the comparison between non-sonicate and sonicate methods for methanol extraction, the non-sonicate method yielded a higher phenolic content of 23.58 ± 2.168 mg GAE g− 1 DW and flavonoid content of 270.01 ± 19.174 mg QE g− 1 DW. In contrast, the sonicate method yielded a lower phenolic content of 14.82 ± 0.660 mg GAE g− 1 DW and a flavonoid content of 148.04 ± 43.758 mg QE g− 1 DW. These results are inconsistent with the previous studies that suggest sonication with methanol should enhance the TPC and TFC values rather than lowering the compound extracted from the S. parvus (Upadhyay et al. 2015; Kim and Lee 2017; Agarwal et al. 2018; Özcan et al. 2020; Ahmed et al. 2020). Therefore, further study is needed to elucidate this phenomenon.
On the other hand, ethanol extraction depicted a different pattern of results. The sonication method was significantly more effective than the non-sonicate method, where the phenolic content increased from 20.15 ± 1.007 GAE g− 1 DW to 66.32 ± 0.818 mg GAE g− 1 DW, and the flavonoid content increased from 191.83 mg QE g− 1 DW to 684.45 ± 28.928 mg QE g− 1 DW. This significant increment further supports the effectiveness of sonication with ethanol in the disruption of the cell walls of the S. parvus to extract the phenolic and flavonoid compounds. This finding is consistent with previous studies showing that using sonication and ethanol during extraction enhances the recovery of phenolic and flavonoid compounds (Gogoi et al. 2019; Mousavi et al. 2022; Irfan et al. 2022). In contrast, the soxhlet extraction method, which has the longest extraction time and continuous solvent circulation, yielded the lowest yields of phenolic (5. 05 ± 0. 632 mg GAE g− 1 DW) and flavonoid (39. 96 ± 13. 751 mg QE g− 1 DW) contents. This reduced efficiency could be due to the degradation of bioactive compounds due to more prolonged exposure to heat compared to the other methods.
In conclusion, this study demonstrates that selecting a proper extraction method and solvent will directly influence the quantity of phenolic and flavonoid compounds extracted from S. parvus. The results showed that sonication in ethanol was the most effective method for enhancing the extraction yield of these bioactive compounds. These findings could improve extraction processes in both research and industry, where maximizing the recovery of phenolic and flavonoid compounds is essential. Additionally, the results suggest that conventional Soxhlet extraction may not be ideal for such applications, particularly when targeting heat-sensitive bioactive compounds.
4.3 Effect of different extraction methods on the antioxidant activity
The results of this study revealed significant variations in antioxidant activity depending on the extraction method and solvent used. For the methanol extract, the non-sonicated method yielded lower IC50 values for DPPH (0.57 ± 0.023 mg mL− 1), indicating greater antioxidant activity compared to the sonicated method, which had IC50 values of 0.84 ± 0.083 mg mL− 1. A similar pattern was observed with the ethanol extract, where the non-sonicated method showed higher antioxidant activity against the DPPH free radical, with an IC50 value of 0.69 ± 0.049 mg mL− 1, compared to 1.57 ± 0.025 mg mL− 1 for the sonicated method. These findings contrast with previous studies that reported increased antioxidant activity with sonication (Kim and Lee 2017; Özcan et al. 2020; Ranjha et al. 2020; Tavakoli et al. 2021; Mousavi et al. 2022; Irfan et al. 2022). It is hypothesized that the decrease in the antioxidant activity in sonicated extracts may result from the high energy during the sonication process affecting the structural integrity of antioxidant compounds, thereby reducing their activity. On the other hand, no significant differences in antioxidant activity were observed among different extraction methods and solvents for the ABTS + radical.
These findings indicate that the choice of extraction method and solvent is crucial in determining the antioxidant activity of S. parvus extracts. Methanol emerged as a more effective solvent than ethanol, especially in non-sonicated extracts. Notably, the Soxhlet extraction method demonstrated significantly higher antioxidant activity against the DPPH radical (0.48 ± 0.035 mg mL− 1) compared to other methods, except for the non-sonicated methanol extract, despite having lower TPC and TFC values. These insights are essential for refining extraction techniques to maximize antioxidant content and are of great value to researchers and industries involved in the production of functional foods and nutraceuticals.
4.4 Fatty acid composition of the S. parvus extract
The dodecanoic acid in the non-sonicated methanol extraction yielded a significantly higher concentration (2.1g 100g− 1) compared to the soxhlet extraction (0.5g 100g− 1), indicating that the non-sonicated methanol method is more effective for extracting shorter-chain saturated fatty acids. Similarly, the concentration of tridecanoic acid was higher in the non-sonicated methanol extract (2.8g 100g− 1) than in the soxhlet extract (0.7g 100g− 1). For myristic acid, both methods resulted in relatively low concentrations, but the non-sonicated methanol extraction method extracted slightly more (1.7g 100g− 1) than the soxhlet method (0.5g 100g− 1). Myristoleic acid concentrations were also higher in the non-sonicated methanol extract (3.3g 100g-1) compared to the soxhlet extract (0.9 g 100g− 1).
Palmitic acid was the most abundant fatty acid in both extracts, with similar concentrations in both methods (37.6g 100g− 1 in soxhlet and 38.5g 100g− 1 in non-sonicated methanol), suggesting that both methods are equally effective for extracting this fatty acid. The concentration of palmitoleic acid was higher in the non-sonicated methanol extract (1.7g 100g− 1) than in the soxhlet extract (1.0g 100g− 1). The non-sonicated methanol extract had more than double the concentration of stearic acid (10.2g 100g− 1) compared to the soxhlet extract (4.1g 100g− 1), highlighting the significant advantage of the non-sonicated methanol method for extracting this fatty acid. Conversely, oleic acid was more effectively extracted using the soxhlet method (36.8g 100g− 1) than the non-sonicated methanol method (23.9g 100g− 1), indicating that soxhlet extraction may be better for extracting monounsaturated fatty acids like oleic acid.
Linoleic acid concentration was also higher in the soxhlet extract (13.2 g 100g− 1) compared to the non-sonicated methanol extract (9.6 g 100g− 1), similar to the trend observed with oleic acid. Both methods showed similar concentrations of linolenic acid (4.8 g 100g− 1 in soxhlet and 4.6 g 100g− 1 in non-sonicated methanol), indicating no significant difference between the methods for this fatty acid. Eicosanoic acid was detected only in the non-sonicated methanol extract (1.7 g 100g− 1), suggesting that the soxhlet method may not be suitable for extracting longer-chain saturated fatty acids.
The fatty acid profile of S. parvus extracts varies significantly depending on the extraction method used. The non-sonicated methanol method generally yielded higher shorter-chain and saturated fatty acids concentrations. In contrast, the soxhlet method was more effective for extracting certain monounsaturated and polyunsaturated fatty acids. These findings suggest that the extraction method should be tailored to the specific fatty acids of interest in S. parvus extracts.