Seed Phytochemical Profiling of Three Olive Cultivars, Antioxidant Capacity, Enzymatic Inhibition, and Effects on Human Neuroblastoma Cells (SH-SY5Y)

This work evaluated the phytochemical composition of olive seed extracts from different cultivars (‘Cobrançosa’, ‘Galega’, and ’Picual’) and their antioxidant capacity. In addition, it also appraised their potential antineurodegenerative properties on the basis of their ability to inhibit enzymes associated with neurodegenerative diseases: acetylcholinesterase (AChE), butyrylcholinesterase (BChE), and tyrosinase (TYR). To achieve this goal, the phenolic composition of the extracts was determined through high-performance liquid chromatography coupled with photodiode-array detection and electrospray ionization/ion trap mass spectrometry (HPLC-DAD-ESI/MSn). The antioxidant capacity was assessed by two different methods (ABTS•+ and DPPH•), and the antineurodegenerative potential by the capacity of these extracts to inhibit the aforementioned related enzymes. The results showed that seed extracts presented a high content of phenolic compounds and a remarkable ability to scavenge ABTS•+ and DPPH•. Tyrosol, rutin, luteolin-7-glucoside, nüzhenide, oleuropein, and ligstroside were the main phenolic compounds identified in the extracts. ‘Galega’ was the most promising cultivar due to its high concentration of phenolic compounds, high antioxidant capacity, and remarkable inhibition of AChE, BChE, and TYR. It can be concluded that olive seed extracts may provide a sustainable source of bioactive compounds for medical and industrial applications.


Introduction
Olive oil production is one of the most critical sectors of the agri-food industry in south Europe and the Mediterranean region. It plays a significant role in the economy of these countries, with an essential social impact as well. The growing awareness of the need to reach "zero waste" has driven attention toward the value of co-products. Therefore, research concerning the use of bioactive compounds obtained from olive oil co-products in the development of innovative applications in the cosmetic, pharmaceutical, nutritional, and technological food industries is even more crucial, nowadays. Thus, it is possible to add value to bioactive compounds from co-products that previously were considered waste by improving the efficiency of their use, leading to cost reduction and lower environmental impact [1,2].
The whole olive (Olea europaea L.) stone (i.e., the woody endocarp containing the seed) represents a co-product of both the pitted table olive industry and the olive oil industry, based on de-stoning olives before milling in order to improve oil quality, even if this is not such a common practice in the Mediterranean Basin [3]. Several techniques have been Table 1. Total phenol (mg GA (Gallic Acid) g −1 DW (Dry Weight)), ortho-diphenol (mg GA g −1 DW), and flavonoid (mg CAT g −1 DW) content and antioxidant capacity (µmol Trolox g −1 DW) of olive seeds from different cultivars.  ' 13.03 ± 0.10 a 4.00 ± 0.28 a 1.40 ± 0.05 a 57.42 ± 1.56 ab 6.10 ± 0.55 a p-value N.S. Y *** ** * *** Data presented as mean (n = 3) ± SD values for the same parameter evaluated followed by different superscript lowercase letters are significantly different at p < 0.001, according to Tukey's test. Y Level of significance: N.S.: not significant (p > 0.05); * significant at p < 0.05; ** significant at p < 0.01; *** significant at p < 0.001.

Phenolic Content Antioxidant Capacity
The total phenolic content in olive seeds had higher concentrations when compared with those reported in other studies, such as that of Alu'datt et al. (2011), where concentrations between 1.03 and 2.23 mg GA g −1 were determined [17]. Additionally, few studies have investigated the total phenolic content of olive seeds, and none have addressed the total ortho-diphenol and flavonoid contents. For example, Falcinelli et al. (2018) determined the total phenolic content in olive seeds from the Moraiolo, Leccino, and Arbequina cultivars, obtaining about 4 mg GAE g −1 . These results were significantly lower than those obtained in the present study [18]. Flores et al. (2018) also determined lower total phenolic contents in Manzanilla cultivar abscisic acid-untreated olive seeds, with values around 0.09 mg GA g −1 [19]. This can be explained by the high efficiency of the extraction method employed in our study (UAE), which presents some advantages, including time extraction reduction, lower temperatures, and a lower amount of solvent. However, Silva et al. (2006) determined total phenolic concentrations between 5.9 and 14.9 mg g −1 in olive seeds from ten cultivars grown in Portugal, the results of which were within the value range found in the present study [20]. Other authors have also investigated these contents in wastes from the agro-food industry, such as from spent coffee grounds, in which values of total phenols between 4.80 and 54.48 mg GAE (Gallic Acid Equivalents) g −1 and between 0.01 and 32.18 mg QE (Quercetin Equivalents) g −1 for total flavonoids were obtained, using similar methodologies [21]. These values were in the range of those of our study. Likewise, similar results of total phenols have been reported in several varieties of date palm fruits (flesh and seeds) grown in Morocco (from 1.14 and 68.43 mg GAE g −1 ), as reviewed by Ibourki et al. (2019) [22]. Our research group also determined these parameters in several food and medicinal plants, including leaves, obtaining values between 6.94 and 199.26 mg GA g −1 , between 26.40 and 391.76 mg GA g −1 , and from 0.76 to 70.14 mg CAT g −1 , for total phenol, ortho-diphenol, and flavonoid contents, respectively [23]. Similar values have also been found in winery by-products, namely grape stems [24].
The HPLC-DAD-ESI/MS n screening of the three olive seed cultivars studied presented similar chromatograms. Thus, Figure 1 shows a representative chromatogram of the 'Galega' cultivar. Six phenolic compounds were identified and recorded at 280 nm: one phenyl alcohol (peak no 1), two flavonoids (peak no 2 and 4), and three secoiridoids (peak no 3, 5, and 6). The standard solutions were also infused in the mass spectrometer separately to obtain MS fragment ions. In the full scan mass spectra, the deprotonated molecular ions [M-H] − of tyrosol, rutin, nüzhenide, luteolin-7-glucoside, oleuropein, and ligostroside were stable and exhibited higher values (Table 2). Phenolic compound identification was based on the search of these ions, the interpretation of its collision-induced dissociation fragments, retention data, and comparison with data found in the literature [20,[25][26][27].  Compound 1 showed a deprotonated molecular ion at m/z 137, exhibiting a loss of radical methoxy (m/z 106) and a loss of a water molecule from its molecular ion (m/z 119), respectively. This allowed its identification as tyrosol, which is in agreement with the phenolic alcohol profile described in olive seeds [20].
The [M-H] − ion at m/z 609 was detected, providing fragmentation base peaks at m/z 301 and 179. The first fragmentation yielded the rhamnosyl-glucoside moiety at m/z 301 through the neutral loss of 308 mass units. The dissociation of this m/z ion 301 by splitting the ring C led to the formation of the second fragment, m/z 179, indicating its correspondence with rutin, which is in agreement with previous reports [28].
Compound 3 has presented a negatively ionized molecule at m/z 685, showing other fragments to molecular ions at m/z 1371, m/z 731 and m/z 523, allowing its identification as nüzhenide, which is consistent with previous reports [20,29]. The first fragment displayed indicated [2M-H]of nüzhenide. The fragmentation base peak at m/z 731 corresponds to its formic acid adduct [M-HCOO]. The fragment ion at m/z 523 indicates the loss of the glucoside moiety and the respective yield of its aglycon.
Peak no. 4 demonstrated a deprotonated molecular ion at m/z 447, resulting in a loss of 162 amu, which is consistent with the yield of its aglycone at m/z 285, corresponding to fragmentation reported for luteolin-7glucoside, as previously reported [20]. Oleuropein, an ester of hydroxytyrosol linked to an elenolic acid with a glucose moiety, was found in the MS data along with its m/z signal at 539 and fragment ions, including 377, 307, 275, and 223 (compound 5). This identification was based on literature in which the same precursor ion and fragment ions were also found in olive products [25]. At a retention time of 26.89 min, the deprotonated molecular ion at m/z 523 presented losses of 162, 494, and 264 amu, providing fragment ions at m/z 361, 291 and 259, thus allowing its identification as ligstroside [20].
The quantification of phenolic compounds that have previously been identified was assessed by RP-HPLC-DAD by means of their respective standard solutions. According to Table 3, the most abundant compounds were nüzhenide (32.45 mg g −1 , on average), ligstroside (4.52 mg g −1 , on average) and rutin (3.08 mg g −1 , on average). The other three phenolic compounds found-tyrosol, luteolin-7-glucoside, and oleuropein-presented values ranging between 2.84 ± 0.02 and 2.90 ± 0.04 mg g −1 , between 2.10 ± 0.00 and 2.21 ± 0.00 mg g −1 , and between 2.35 ± 0.01 and 2.57 ± 0.02 mg g −1 , respectively. To the best of our knowledge, Ryan et al. (2003) are the only authors to have quantified olive seeds' phenolic compounds on the basis of HPLC analysis. These authors described the presence of tyrosol, hydroxytyrosol, oleuropein-aglycone di-aldehyde (3,4-DHPEA-DEDA), oleuropein, verbascoside, and nüzhenide. The concentration of tyrosol (5-40 mg g −1 ), oleuropein (1-64 mg g −1 ) and nüzhenide (1-76 mg g −1 ) were within the concentration ranges determined in the present study. These differences can be explained on the basis that Ryan et al. (2003) used different extraction conditions and solvents, as well as various other extraction techniques and different standards for phenolic quantification [27]. Furthermore, in this research, the cultivar studied was not the same as in our study, since they investigated the cv. Hardy's Mammoth, an Australian cultivar, that is cultivated in this country. Therefore, environmental conditions are another important factor that can influence and explain these variations.

Antioxidant Capacity of Olive Seed Extracts
The antiradical scavenging capacity of phenolic olive seed extracts was determined using the ABTS (2,2 -Azino-bis(3-ethylbenzothiazoline-6-sulfonic acid) diammonium salt) and DPPH (2,2-Diphenyl-1-picrylhydrazyl) methods, and the results are presented in Table 1. As expected, 'Galega' cultivar samples showed the higher activity compared to the other studied cultivars, with 64.73 ± 3.58 and 15.93 ± 1.50 µmol Trolox g −1 being obtained using ABTS and DPPH, respectively. To the best of our knowledge, Falcinelli et al. (2018) are the only authors to have determined the antioxidant capacity of olive seeds using the same methods. These authors obtained activities between 8.00 and 12.00 µmol Trolox g −1 and between 0.1 and 12.00 µmol Trolox g −1 using the ABTS and DPPH methods, respectively, revealing lower values than those obtained in our study [18]. However, Alu'datt et al.
(2011) also investigated variable extraction parameters such as time, temperature, solvent type, sequential extraction of solvents, and the effects of multi-step extraction on the evaluation of olive seeds' antioxidant potential [17]. Bijla et al. (2021) also determined the antioxidant capacity of spent coffee grounds using the ABTS method (2.11-2.22 mmol TE (Trolox Equivalents) g −1 ) [21], revealing higher values than those presented in our study. In contrast, our findings were in line with other works, namely the one developed by Yu et al. (2021) [23]. Regarding the winery by-products investigated by our research group, both the ABTS and DPPH approaches revealed higher values than those found in olive seeds (0.38-0.73 and 0.24-0.76 mmol Trolox g −1 , respectively) [24].

Antineurodegenerative Properties of Olive Seed Extracts
The antineurodegenerative activity of olive seed extracts was determined on the basis of their ability to inhibit the activity of AChE, BChE, and TYR enzymes. The inhibitory activities of seed extract against these enzymes are shown in Table 4. 'Galega' olive seed extract was the most potent inhibitor of AChE (IC 50 = 30.68 ± 12.20 µg mL −1 ), BChE (IC 50 = 51.54 ± 11.81 µg mL −1 ), and TYR (IC 50 = 27.42 ± 8.23 µg mL −1 ). Extracts of the 'Cobrançosa' and 'Picual' cultivars were also able to inhibit cholinesterases and tyrosinase, but to a significantly lesser extent than those from the 'Galega' cultivar (p < 0.05) ( Table 4). To the best of our knowledge, anti-cholinesterase and anti-tyrosinase have never previously been reported. The strong inhibition capacities revealed by the 'Galega' cultivar could be explained by its high content of phenolic compounds. In fact, and as previously indicated, the phenolic compounds present in olive seeds that are also present in olive oil, such as rutin, luteolin-7-glucoside, or ligostroside, seem to be responsible for several antineurodegenetative properties. In this sense, and since the 'Galega' samples represented the cultivar with the highest concentration of phenolic compounds found in olive seeds, it was expected that a significant correlation coefficient would be obtained between these parameters. Phenolic compounds have previously been reported to be the main contributor to these activities in other food/co-product matrices, such as in pomegranate extracts, in which moderate and high correlations were found using these enzyme assays [32]. Nevertheless, in [33], no correlation between antineurodegenerative activity and phenolic compounds was found, suggesting a synergistic effect or the presence of other bioactive compounds responsible for this activity [33]. Despite the lack of thorough investigations concerning the use of these specific phenolic compounds for treating the most common neurodegenerative diseases, Alzheimer's disease (AD) and Parkinson's disease (PD), this study reveals the potential use of bioactive waste compounds from olive seeds for industrial applications.
Additionally, different parts of olive fruit, including the seed, peel, and especially the pulp, contain oleuropein, demethyloleuropein, and verbascoside, with nüzhenide being detected only in the stone. Some phenolic compounds are present at higher concentrations in other olive oil co-products. However, there are few studies on the biological properties of olive seed extracts, and none on their antineurodegenerative activity, which could also be attributed to the nüzhenide compound. Moreover, nüzhenide has recently been correlated with positive health effects on metabolic diseases, such as diabetes and obesity [34].

Effects of Methanolic Seed Extracts on SH-SY5Y Viability
The selected olive seed cultivars revealed high capacity to inhibit cholinesterase and tyrosinase. Therefore, evaluation of the effect in SH-SY5Y cell viability was also considered to be necessary, namely, with respect to the mitochondrial function (MTT reduction) (Figure 2). At the concentrations tested (62.50-1000 µg/mL), olive seed extracts did not affect the mitochondrial function. In reality, some studies have demonstrated the protective and comparative benefits of olive phenols and olives as potential treatments or preventatives for AD. On SH-SY5Y cells, it was claimed that olive phenols, namely oleuropein, verbascoside, and rutin, might prevent Alzheimer's disease by breaking down fibrils and preventing the aggregation of a protein called amyloid beta (Aβ) of senile plaques [35]. Additionally, research supports the neuroprotective properties of rutin and luteolin-7-glucoside, the compounds found in our study, on SH-SY5Y cells, making it a prospective therapeutic option for human clinical trials [36,37].
Regarding the obtained results, it would be worthwhile exploring the neuroprotective properties of olive seed extracts, since these may provide further insights into future research towards the prevention, and treatment of Alzheimer's and Parkinson's diseases, based on new natural matrices.

Correlations between the Chemical Composition and Bioactivity of Olive Seed Extracts
Regarding the ABTS and DPPH data, total phenolic content, ortho-diphenols, and to- At the concentrations tested (62.50-1000 µg/mL), olive seed extracts did not affect the mitochondrial function. In reality, some studies have demonstrated the protective and comparative benefits of olive phenols and olives as potential treatments or preventatives for AD. On SH-SY5Y cells, it was claimed that olive phenols, namely oleuropein, verbascoside, and rutin, might prevent Alzheimer's disease by breaking down fibrils and preventing the aggregation of a protein called amyloid beta (Aβ) of senile plaques [35]. Additionally, research supports the neuroprotective properties of rutin and luteolin-7-glucoside, the compounds found in our study, on SH-SY5Y cells, making it a prospective therapeutic option for human clinical trials [36,37].
Regarding the obtained results, it would be worthwhile exploring the neuroprotective properties of olive seed extracts, since these may provide further insights into future research towards the prevention, and treatment of Alzheimer's and Parkinson's diseases, based on new natural matrices.
The viability of SH-SY5Y cells was enhanced (p < 0.05) by the total flavonoid content (r = 0.766), antioxidant capacity measured by the DPPH assay (r = 0.670), and ligostoside (r = 0.708). However, the contents of luteolin-7-glucoside (r = 0.604, p = 0.085) and ortho-diphenols (r = 0.640, p = 0.064) were also marginally associated with higher cell viability. These results showed that the phenolic compounds in olive seed extracts have a non-toxic profile in SH-SY5Y cells at the concentrations tested.
PCA was applied to investigate the multivariate effects of the chemical composition in the bioactivity of olive seed extracts (Figure 3).
In the two-dimensional projection, it is possible to observe a clear differentiation between the cultivars: the 'Galega' variety was characterized by high levels of bioactive compounds (e.g., total flavonoids/phenolics, luteolin-7-glucoside, and ligostroside), increased antioxidant capacity, and inhibition of BChE and TYR. On the other hand, although the 'Picual' and 'Cobrançosa' varieties had higher oleuropein contents, they had lower inhibition of enzymes and antioxidant capacity. All in all, the seeds from the 'Galega' variety seem to be a rich source of bioactive compounds for the mitigation of oxidative stress and inhibiting enzymes associated with neurological diseases. Using principal component analysis (PCA) to illustrate the association between the chemical composition and bioactivity of food extracts has been demonstrated to be an accurate and holistic analytical tool (https://www.sciencedirect.com/science/article/abs/pii/S0308814622014868, accessed on 16 June 2022). Therefore, our work supports the combined use of bivariate and multivariate statistical methods to explain how food composition is associated with bioactivities measured by distinct protocols.
Accordingly, in a recent study, in which the interaction between AChE and olive polyphenols, namely oleuropein, ligstroside, verbascoside, oleoside, dimethyl-oleuropein, hydroxytyrosol, and luteolin 7-glucoside, was analyzed, the molecular docking analysis revealed that dimethyl-oleuropein interacts strongly with AChE [38]. Additionally, in 2018, Figueiredo-González et al. studied the AChE and BChE inhibitory potential of phenol-rich extracts from two olive oils, revealing that both samples presented inhibitory activity against these enzymes [39]. In accordance with Edziri et al. (2019), a positive correlation was observed between the IC 50 values of anticholinesterase activity and the phenolic extracts of some Tunisian olive leaves [40].
Regarding antioxidant activity, most of the research studies demonstrated the influence of phenolic compounds in the antioxidant activity of Olea europaea L. extracts. However, few investigated this correlation with individual phenolic compounds, highlighting the need for scientific research into natural compounds found in olive fruit and its by-products. (r = 0.766), antioxidant capacity measured by the DPPH assay (r = 0.670), and ligostoside (r = 0.708). However, the contents of luteolin-7-glucoside (r = 0.604, p = 0.085) and orthodiphenols (r = 0.640, p = 0.064) were also marginally associated with higher cell viability. These results showed that the phenolic compounds in olive seed extracts have a non-toxic profile in SH-SY5Y cells at the concentrations tested. PCA was applied to investigate the multivariate effects of the chemical composition in the bioactivity of olive seed extracts (Figure 3). In the two-dimensional projection, it is possible to observe a clear differentiation between the cultivars: the 'Galega' variety was characterized by high levels of bioactive

Sampling
The present work was carried out with olive seeds from three different olive cultivars ('Galega Vulgar', 'Cobrançosa', and 'Picual'), from a certified olive grove, at the National Institute for Agricultural and Veterinary Research (INIAV) located in Elvas, Portugal (38º54 53.35 N and 7º19 11.06 O) during the 2019 crop season. Five trees of each cultivar, of comparable age and vigor and with even spaces between them, were selected within the same growing area and orchard row to avoid differences in agricultural practices, geographical locations, and weather conditions. Only healthy olive fruits, without any infection or physical damage, were harvested at commercial maturity. For each cultivar, about 300 g of olives were collected per tree, totalling 1.5 kg. The olives were then homogenized and immediately transported to the laboratory, where they were processed After removing the pulp, intact olive seeds were removed by means of a stone-crushing process. The seed was then freeze-dried (VirTis BenchTop Pro, SP Scientific, Warminster, PA, USA) and ground into a fine powder with a blender, followed by hermetic storage in the dark at room temperature until analysis.

Ultrasound-Assisted Extraction (UAE) of Bioactive Compounds from Olive Seeds
The phenolic compound extraction protocol previously described by Lameirão et al. [16] was used, with some modifications.
Extraction of phenolic compounds was carried out using an ultrasonic apparatus (VCX 500 Vibra-Cell™, Newtown, CT, USA), using a 13-mm-diameter tip with an amplitude, time, and temperature controller. A 50% amplitude was employed. Extraction was performed for powdered samples (2.5 g) with 50 mL of methanol: water (70:30, v/v) in the ultrasonic apparatus for 40 min at 70 • C. Afterwards, methanolic extracts were centrifuged at 15,493× g, at 4 • C for 15 min (Sigma Centrifuges 2-16 K, Germany) and filtered. Following the extraction process, the extraction solvent was evaporated. All the samples were stored at 4 • C until analysis.

Phenolic Composition
Total contents of phenols, flavonoids, and ortho-diphenols were determined according to spectrophotometric methodologies reported previously [41].
The content of total phenolics in olive seed extracts was evaluated using the Folin-Ciocalteu spectrophotometric method, using gallic acid (GA) as standard. The content was determined by adding gallic acid standard or sample, Folin-Ciocalteu and sodium carbonate. The absorbance readings were taken at 750 nm, and the results were expressed in mg of gallic acid per gram of dry weight (mg GA g −1 DW).
The content of ortho-diphenols in olive seeds was determined by adding sodium molybdate and gallic acid or sample, and the absorbance was read at 375 nm. For the quantification, gallic acid was used as standard. The content of ortho-diphenols was expressed in mg of gallic acid per gram of dry weight (mg GA g −1 DW).
The total flavonoid content in olive seeds was determined by the aluminum complex method, using catechin as standard. The results are expressed in mg of catechin per gram of dry weight (mg CAT g −1 DW). For all analyses, three replicates (n = 3) were performed in 96-well microplates (Nunc, Roskilde, Denmark), and the absorbance measurements were performed with the resort to a microplate reader Infinite M200 (Tecan, Grödig, Austria).
Concentrations were expressed in mg g −1 of dry weight (mg g −1 DW). The HPLC system was coupled to an ion trap mass spectrometer (ultra HCT Bruker, Bremen, Germany) equipped with electrospray ionization (ESI), and operated in a negative ion mode. Data acquisition and processing were accomplished using the B.01.03-SR2 software for ChemStation for an LC-3D system from Agilent Technologies (Waldbronn, Germany), as previously described [18]. The capillary and voltage were maintained at 350 • C and 4 kV, respectively. Mass scan and daughter spectra were measured from m/z 100 to 1500. Collision-induced fragmentation experiments were executed in an ion trap, using helium as collision gas and setting the collision energy at 50% [28].

Antioxidant Capacity Assays
According to [42], the free radical scavenging capacity was determined using the ABTS and DPPH spectrophotometric methods. The ABTS assay was performed by the reaction of ABTS •+ and sample or standard; the absorbance readings were taken at 734 nm. For the DPPH method, DPPH •+ solution and Trolox standard or sample were added, and the absorbance readings were taken at 520 nm. These assays were also performed using 96-well microplates (Nunc, Roskilde, Denmark) and an Infinite M200 microplate reader (Tecan, Grödig, Austria). The results are expressed in mmol Trolox per gram of dried sample (mmol Trolox g −1 DW). All analyses were performed in triplicate (n = 3) for each sample [43].

Tyrosinase (TYR) Inhibition
TYR inhibition was determined using the modified dopachrome method [45]. The following components were mixed with the extracts in the wells of a 96-well microplate: 80 µL phosphate buffer (pH 6.8), 40 µL TYR (mushroom TYR (EC 1.14.18.1), and 40 µL L-DOPA. The absorbance was measured at 475 nm, and the inhibitory activity was expressed as IC 50 values. Kojic acid was used as a standard.

Effects of Olive Seeds on the Viability of Human Neuroblastoma Cells
Human neuroblastoma cells (SH-SY5Y) from the American Type Culture Collection (LGC Standards S.L.U., Spain) were maintained and grown as a monolayer in culture plastic flasks (75 cm 2 ). The culture medium was Dulbecco's Modified Eagle Medium (DMEM), containing 10% Fetal bovine serum (FBS), 2% penicillin/streptomycin and 1% nonessential amino acids (NEAA). Cells were kept in an incubator at 37 • C with a humidified atmosphere of 95% air and 5% CO 2 . Cells were washed with Hanks' Balanced Salt solution (HBS), trypsinized, and subcultured in 96-well plates at 25,000 cells/cm 2 . All assays were performed after confluence. Dried extracts were dissolved and diluted in a medium containing 0.1% (v/v) Dimethyl sulfoxide (DMSO). The final concentration of DMSO did not affect cellular viability. To determine the effect of the extracts, cell viability was assessed 24 h after exposure by MTT reduction. The mitochondrial function was assessed according to Sousa et al. (2009) [46]. Briefly, following cell treatment with methanolic olive seed extracts (5.0-1000 µg/mL) for 24 h, the medium was removed, and cells were incubated for 30 min at 37 • C with a culture medium containing 0.5 mg/mL of MTT. The solution was removed, and formazan crystals were solubilized with 200 µL of DMSO. The resultant purple solution was spectrophotometrically measured at 570 nm. Data are presented as the MTT reduction percentage of treated cells compared to control. Four independent assays were carried out, each one in triplicate.

Statistical Analysis
The results of the present work are presented as mean (n = 3) ± standard deviation (SD). The data were also subjected to variance analysis (ANOVA) and a multiple range test (Tukey's test) for a p-value < 0.05, using IBM SPSS statistics 21.0 software (SPSS Inc., Chicago, IL, USA). Correlation analysis (Pearson's coefficient, r-value) was performed to understand the effect of the chemical composition on the bioactivity of the olive seed extracts. In addition, principal component analysis (PCA) was used to highlight intrinsic differences and similarities in the chemical composition and bioactivity of the extracts. For correlation and PCA, the methods and procedures followed those described in a previous report [47].

Conclusions
The present work showed that ultrasound-assisted extracts from olive seeds have a potent antioxidant capacity and also the ability to inhibit AChE, BChE, and TYR. 'Galega' presented the best results, showing the influence of cultivar on these activities. The positive relation between phenolic composition and both biological activities suggests that the presence of phenolic compounds may explain the biological effects of the extracts. More importantly, for the tested concentrations, extracts did not show significant cytotoxicity in human neuroblastoma cells (SH-SY5Y) under the experimental conditions. Thus, our results suggest that olive seeds could be used as an essential source of compounds for treating global health problems such as neurodegenerative and metabolic diseases. Nevertheless, detailed knowledge about each phytochemical compound mechanism of action is required.
Author Contributions: I.G.: Conceptualization; methodology; software; investigation; writingoriginal draft preparation; data curation; project administration; J.G.: Conceptualization; methodology; software; investigation; writing-original draft preparation; data curation; project administration; D.G.: software; methodology; validation; data curation; writing-review and editing; funding acquisition; A.B.: Conceptualization; resources; writing-review and editing; project administration; funding acquisition. All authors have read and agreed to the published version of the manuscript.