1.  Introduction {#sec1-molecules-24-03108}
===============

The food industry produces large volumes of both solid and liquid wastes, which represent a disposal and potentially environmental pollution problem.  However, they are also potential sources of bioactive compounds that can be recovered and used as valuable substances by developing healthy and/or functional foods \[[@B1-molecules-24-03108],[@B2-molecules-24-03108]\].  In this sense, the production of extra virgin olive oil (EVOO) is associated with both the generation of large quantities of wastes and the loss of phenolic compounds during the process by the partitioning between oil and by-products (olive mill waste water, olive pomace, storage by-products, and filter cake) \[[@B3-molecules-24-03108],[@B4-molecules-24-03108]\]. 

The olive pomace, or "Orujo", is the solid by-product produced from the three-phase decanter process used in the olive oil industry.  Olive pomace is composed of olive pulp, skin, stone and water.  Concerning its chemical composition, high phenolic content has been reported by several authors, which reaches the level of 100 times higher than in EVOO \[[@B3-molecules-24-03108],[@B4-molecules-24-03108]\]. 

Various studies have reported that olive oil consumption is associated with several health benefits, including the reduction of risk factors of coronary heart disease, the prevention of several chronic diseases (such as atherosclerosis), cancer, chronic inflammation, strokes, and other degenerative diseases.  These beneficial health effects have been attributed, in part, to phenolic compounds \[[@B4-molecules-24-03108],[@B5-molecules-24-03108],[@B6-molecules-24-03108]\]. 

Olive pomace phenolic compounds are a complex mixture of components that include hydroxytyrosol and tyrosol derivatives, iridoid precursors, secoiridoids and derivatives (oleuropein, oleuropein aglycone, ligstroside and its derivatives), phenylpropanoids (verbascoside and its derivatives), flavonoids (luteolin, apigenin, rutin, taxifolin and its derivatives), lignans (pinoresinol and derivatives), and phenolic acids (gallic acid, caffeic acid, cinnamic acid, *p*-coumaric acid, ferulic acid, vanillic acid, and shikimic acid) \[[@B7-molecules-24-03108],[@B8-molecules-24-03108],[@B9-molecules-24-03108],[@B10-molecules-24-03108]\].  However, the concentration of these phenolic compounds has been reported to be affected by both agronomic and technological process conditions such as type of cultivar, ripening degree, different milling process, and edaphoclimatic factors \[[@B8-molecules-24-03108],[@B9-molecules-24-03108]\]. 

For the extraction of olive phenolic compounds at laboratory-scale, different solvents have been used, such as methanol/water, ethyl acetate, propanol, acetone, or acetonitrile, but the effects of these compounds in humans and the environment are drawing attention.  Thus, the industry has addressed its research to obtain bioactive compound-enriched extracts using different processes.  Some reported methods for the extraction of phenolic compounds from olive oil wastes are: Solvent extraction \[[@B10-molecules-24-03108],[@B11-molecules-24-03108],[@B12-molecules-24-03108],[@B13-molecules-24-03108],[@B14-molecules-24-03108]\], hydrothermal extraction \[[@B15-molecules-24-03108],[@B16-molecules-24-03108]\], high pressure--high temperature reactor \[[@B17-molecules-24-03108]\] extraction with subcritical water \[[@B18-molecules-24-03108],[@B19-molecules-24-03108],[@B20-molecules-24-03108],[@B21-molecules-24-03108]\], microwave and ultrasound-assisted extraction \[[@B22-molecules-24-03108],[@B23-molecules-24-03108]\], and absorbent resins or membrane separation \[[@B24-molecules-24-03108],[@B25-molecules-24-03108],[@B26-molecules-24-03108]\].  Nevertheless, the industrial interest has been addressed to develop new processes based on more selective, environmentally-friendly, and cost-effective extraction techniques.  Among these technologies, microwave-assisted extraction (MAE), supercritical fluid extraction (SFE) using CO~2~, and pressurized liquid extraction (PLE) have been applied to olive by-products \[[@B7-molecules-24-03108],[@B9-molecules-24-03108]\]. 

PLE is considered as an advanced technology which uses liquid solvents at elevated temperature and pressure, improving the extraction performance as compared to those techniques carried out at room temperature and atmospheric pressure.  The use of solvents at temperatures above their atmospheric boiling point improves the solubility and mass transfer properties \[[@B27-molecules-24-03108]\]; moreover, it provides several advantages compared to the conventional technologies, showing better selectivity, extraction time reduction, and lower toxic organic solvent use \[[@B18-molecules-24-03108],[@B19-molecules-24-03108],[@B20-molecules-24-03108],[@B21-molecules-24-03108]\].  Moreover, it is a technique effective not only as a laboratory tool, but also for agri-food industries \[[@B9-molecules-24-03108]\]. 

Due to the above, the aim of this research was to: (a) Optimize the phenolic compound extraction from olive pomace by pressurized liquid extraction, (b) characterize the complete profile of phenolic compounds by HPLC-DAD-ESI-TOF/MS, and (c) quantify individual phenolics to determine an alternative methodology to recover bioactives from olive pomace. 

2.  Results and Discussion {#sec2-molecules-24-03108}
=========================

2.1.  Qualitative Characterization of Olive Pomace Phenolic Compounds Obtained by PLE {#sec2dot1-molecules-24-03108}
------------------------------------------------------------------------------------

A central composite design for the extraction of olive pomace (OP) by PLE (OP-PLE) was carried out. [ Table 1](#molecules-24-03108-t001){ref-type="table"} includes the tentative identification of phenolic compounds from olive pomace performed by HPLC-DAD-ESI-TOF/MS. [ Figure 1](#molecules-24-03108-f001){ref-type="fig"} shows the HPLC chromatogram.  The phenolic compounds of OP were identified considering their retention times (Rt), UV-Vis spectrum, and MS spectrum.  According to the chemical structure, phenolic compounds were classified in phenolic alcohols, secoiridoids, flavonoids, and lignans.  Concerning phenolic alcohols, hydroxytyrosol and oxidized hydroxytyrosol were characterized in the analyzed samples.  With regard to secoiridoids and derivatives, a total of seven compounds were identified: Oleoside, loganic acid, secoiridoid derived, D-OH-EA, hydroxy D-oleuropein aglycone, demethyl oleuropein, and an aldehydic form of decarboxymethyl elenolic acid.  In addition, two flavonoids (luteolin and luteolin-7-glucoside) and two lignans (pinoresinol and acetoxypinoresinol) were also detected.  A non-phenolic polar compound was also identified as quinic acid.  Most of these compounds have been previously described in olive oil and olive by-products \[[@B4-molecules-24-03108],[@B8-molecules-24-03108],[@B19-molecules-24-03108],[@B23-molecules-24-03108],[@B27-molecules-24-03108],[@B28-molecules-24-03108]\]. 

2.2.  Quantitative Characterization of Olive Pomace Phenolic Compounds Obtained by PLE {#sec2dot2-molecules-24-03108}
-------------------------------------------------------------------------------------

[Table 2](#molecules-24-03108-t002){ref-type="table"} shows the quantitation of individual phenolic compounds for each treatment of PLE system.  The total phenolic content (PC) of OP-PLE extracts ranged from 241.1 to 1141.3 mg/kg d.w OP. [ Figure 2](#molecules-24-03108-f002){ref-type="fig"} includes the total phenolic compounds and the total content in secoiridoids, phenolic alcohols, flavonoids, and lignans.  Secoiridoids reached the major concentration, ranging from 103.4 to 517 mg/kg d.w OP (42.9--57.6%, respectively).  The highest amounts of secoiridoids were obtained for secoiridoid derivative (*m*/*z* 407), hydroxy oleuropein (*m*/*z* 555), and oleuropein (*m*/*z* 539).  With regard to phenolic alcohols, hydroxytyrosol (*m*/*z* 153) and oxidized hydroxytyrosol (*m*/*z* 151) were identified and quantified.  Their concentrations ranged from 0 to 675.6 mg/kg d.w OP.  The highest phenolic alcohol contents were obtained in conditions T4, T5, and T12, where the higher temperature and water content, the higher the phenolic alcohol content.  This result could be explained because the high extraction temperature and water content in solvent extraction could generate the hydrolysis of secoiridoids into phenolic alcohols and acidic moieties.  These results agree with those reported by \[[@B29-molecules-24-03108]\]. 

Flavonoids ranged from 3.1 to 199.9 mg/kg d.w OP (1.2--22.6%), luteolin being the flavonoid recovered in major amount in all the treatments.  Concerning lignans, different amounts of pinoresinol and acetoxypinoresinol were quantitated in the extracts.  Acetoxypinoresinol was the main phenolic, whose concentration ranged from 17.6 to 48.7 mg/kg d.w OP (1.7--6%). 

The results showed that although the phenolic compound profile was similar for all treatments of the OP-PLE design, the phenolic compound content was different among runs.  This behavior is characteristic of the PLE method, which presents differences in the selectivity of extraction \[[@B15-molecules-24-03108]\].  The extraction factors such as temperature and water-ethanol ratio have been associated with the dielectric constant.  Thus, the lower the dielectric constant, the higher the flavonoids content (r^2^ = 0.7336).  However, no correlation was found between the dielectric constant and each phenolic group.  It is important to consider that oxidized hydroxytyrosol (*m*/*z* 151), hydroxytyrosol (*m*/*z* 153), hydroxylated product of decarboxymethyl elenolic acid (*m*/*z* 199), hydroxy oleuropein (*m*/*z* 555), and luteolin-7-O-rutinoside (*m/z* 593) were identified in OP-PLE.  These phenolic compounds have been reported to form by the oxidation reactions and/or hydrolysis of complex polyphenols \[[@B29-molecules-24-03108]\]. 

2.3.  Optimization of Recovering Phenolic Compounds from Olive Pomace by PLE Using Response Surface Methodology (RSM) {#sec2dot3-molecules-24-03108}
--------------------------------------------------------------------------------------------------------------------

When characterizing the profile of phenolic compounds of the different treatments by PLE, the occurrence of hydroxytyrosol was observed in some extracts of olive pomace.  Hydroxytyrosol presents comparative advantages over other polyphenols in olive residues, due to its higher antioxidant capacity and biological effects such as prevention of heart disease, tumor, and antithrombotic effect, among others \[[@B18-molecules-24-03108],[@B30-molecules-24-03108]\].  In addition, the European Food Safety Agency (EFSA) approved health claims associated with consumption of hydroxytyrosol.  In this context, the hydroxytyrosol content and its derivatives were used as response variables for the experimental design of olive pomace extracts by PLE. 

[Table 3](#molecules-24-03108-t003){ref-type="table"} summarizes the experimental conditions (independent variables values: Ethanol content and extraction temperature) and response variables (hydroxytyrosol, hydroxy D-oleuropein aglycone, hydroxy-oleuropein, demethyloleuropein, decarboxymethyl oleuropein aglycone, and oleuropein content and yield).  RSM was used to optimize each response variable considering linear, quadratic, and cross-product interactions of the independent variables at the 95% confidence level.  The analysis of the variance (ANOVA) for the extraction of phenolic compounds from OP by PLE is shown in [Table 4](#molecules-24-03108-t004){ref-type="table"}.  Non-significant terms were removed from the equation, but when quadratic or cross-product interactions of the independent variables were significant, the linear forms of independent variables were considered in the quadratic equation, because they are fundamental elements of the mathematical model. 

The hydroxytyrosol content ranged from 0 to 258.3 mg/kg ([Table 3](#molecules-24-03108-t003){ref-type="table"}).  The linear, quadratic, and cross-product forms of ethanol content (E) and extraction temperature (T) were significant on the hydroxytyrosol content.  The model explained 78.8% of the variability in hydroxytyrosol content (R^2^ adj.  d.f., [ Table 4](#molecules-24-03108-t004){ref-type="table"}). 

The quadratic regression equation describing the effect of the independent variables on the hydroxytyrosol content was the following (Equation (1)):$$Hydroxytyrosol~ = ~ - 6.13428 - 1.65454 \times T + 2.0509 \times E + 0.0187878 \times T^{2} + 0.0178529 \times T \times E - 0.00503415 \times E^{2}$$

As it can be seen in surface graph ([Figure 3](#molecules-24-03108-f003){ref-type="fig"}), the hydroxytyrosol content was higher when high extraction temperature and low ethanol content where applied.  The hydroxy D-oleuropein aglycone and hydroxy D-oleuropein ranged from 0 to 95 mg/kg and from 0.4 to 134.6 mg/kg, respectively ([Table 3](#molecules-24-03108-t003){ref-type="table"}).  The effect of temperature and ethanol content quadratic forms were significant on hydroxy D-oleuropein aglycone content, while the quadratic form of temperature was only significant on hydroxy D-oleuropein content.  In both response variables, the linear forms of temperature and ethanol content were considered in the quadratic equations.  The model explained 75.1% and 64.7% of the variability in hydroxy D-oleuropein aglycone and hydroxy D-oleuropein content, respectively (R^2^ adj.  d.f., [ Table 4](#molecules-24-03108-t004){ref-type="table"}).  The quadratic regression equations describing the effect of the independent variables on hydroxy D-oleuropein aglycone (Equation (2)) and hydroxy D-oleuropein (Equation (3)) content are as follows:$${{Hydroxy}\ D} - {{oleuropein}\ {aglycone}} = - 124.524\  + \ 3.3054 \times {T\ } + \ 1.02943 \times {E\ }–\ 0.0155844 \times T^{2}\  + \ 0.00110948 \times {\ T\ } \times {E\ }–\ 0.0135149 \times T^{2}$$ $${{Hydroxy}\ D} - {{oleuropein}\ } = \  - 176.213\  + \ 4.69159 \times {\ T\ } + \ 1.4106 \times {E\ }–\ 0.0203739 \times {T\ }^{2} + \ 0.000338833 \times {\ T\ } \times {E\ }–\ 0.0188999 \times E^{2}$$

The response surface graphs showed that the highest hydroxy D-oleuropein aglycone and hydroxy D-oleuropein content was achieved with intermediate values of temperature and ethanol content ([Figure 4](#molecules-24-03108-f004){ref-type="fig"}). 

The demethyl oleuropein concentration ranged from 0 to 21.6 mg/kg ([Table 3](#molecules-24-03108-t003){ref-type="table"}).  The quadratic form of temperature was significant; however, the linear form was considered in the quadratic equations.  The linear form of ethanol content and cross-product forms of ethanol as extracting solvent and temperature were significant for demethyl oleuropein content.  The model explained 80.6% of the variability (R2 adj.  for d.f., [ Table 4](#molecules-24-03108-t004){ref-type="table"}). 

The quadratic regression equation of demethyl oleuropein content (Equation (4)) is the following:$${{Demethyl}\ {oleuropein}} = \  - 24.3166\  + \ 0.642713 \times {\ T\ }–\ 0.028972 \times {E\ }–\ 0.00327204 \times {\ T}^{2}\  + \ 0.0023143 \times {\ T\ } \times {E\ }–\ 0.000741822 \times E^{2}$$

As can be seen in the response surface graph ([Figure 3](#molecules-24-03108-f003){ref-type="fig"}), the highest demethyl oleuropein content was achieved with high temperature and high ethanol content. 

The decarboxymethyl oleuropein aglycone concentration ranged from 0 to 19.1 mg/kg ([Table 3](#molecules-24-03108-t003){ref-type="table"}).  Only the quadratic form of temperature and ethanol content were significant; however, the linear form and cross-product forms of ethanol as extracting solvent and temperature were considered in the quadratic equations for decarboxymethyl oleuropein aglycone.  The model explained 83.6% of the variability (R2 adj.  for d.f., [ Table 4](#molecules-24-03108-t004){ref-type="table"}). 

The quadratic regression equation of decarboxymethyl oleuropein aglycone content (Equation (5)) is:$${{Decarboxymethyl}\ {oleuropein}\ {aglycone}\ } = \  - 28.6763\  + \ 0.667961 \times {T\ } + \ 0.272767 \times {E\ }–\ 0.00318761 \times {\ T\ }^{2} + \ 0.00059887 \times {T\ } \times {E\ }–\ 0.00299909 \times E^{2}$$

As can be seen in the response surface graph ([Figure 3](#molecules-24-03108-f003){ref-type="fig"}), the highest decarboxymethyl oleuropein aglycone content was achieved with intermediate values of temperature and ethanol content. 

The oleuropein concentration ranged from 3.7 to 113.4 mg/kg ([Table 3](#molecules-24-03108-t003){ref-type="table"}).  The linear, quadratic form of temperature, linear form of ethanol content and cross-product forms of ethanol as extracting solvent and temperature were significant, so were considered in the quadratic equations for oleuropein content.  The model explained 88.6% of the variability (R2 adj.  for d.f., [ Table 4](#molecules-24-03108-t004){ref-type="table"}). 

The quadratic regression equation of oleuropein content is the following (Equation (6)):$${{Oleuropein}\ } = \  - 47,8575\  + \ 1,86207 \times {\ T\ } - \ 0,487302 \times {E\ } - \ 0,00932032 \times {\ T}^{2}\  + \ 0,0120913 \times {\ T\ } \times {E\ } - \ 0,00409461 \times E^{2}$$

As can be seen in the response surface graph ([Figure 3](#molecules-24-03108-f003){ref-type="fig"}), the highest oleuropein content was achieved with intermediate temperature and high ethanol content. 

According to the information described above, it is observed that the highest hydroxytyrosol content was obtained in the treatments with high extraction temperatures (T4 and T5), while hydroxy-D-oleuropein aglycone, dimethyl oleuropein, and decarboxymethyl-oleuropein aglycone were not detected in these experiments.  In contrast, hydroxytyrosol was not detected in the treatments carried out at the lowest temperatures (T6, T8, and T11).  These results show that high extraction temperatures would cause rupture of secoiridoides to phenolic alcohols \[[@B14-molecules-24-03108]\]. 

Regarding oleuropein, the highest value was obtained in the treatment performed at high temperature with high ethanol content (T9). 

In relation to yield, this ranged from 3.7 to 25.7% ([Table 4](#molecules-24-03108-t004){ref-type="table"}).  The linear, quadratic, and cross-product forms of ethanol as extracting solvent and temperature were significant for yield (Equation (7)).  The model explained 93.6% of the variability (R2 adj.  for d.f.)  in yield ([Table 4](#molecules-24-03108-t004){ref-type="table"}). 

YIELD

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00941454

×

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0

,

278964

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0

,

000838349

×

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2

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0

,

0013601

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00176315

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2

As can be seen in the surface graph ([Figure 3](#molecules-24-03108-f003){ref-type="fig"}), the yield showed the highest values when using high temperature extraction and a minor proportion of ethanol in the extraction solvent (T4 and T5). 

Finally, multiple optimization taking into account all response variables was evaluated (Desirability Function). [ Figure 4](#molecules-24-03108-f004){ref-type="fig"} shows the surface response graphic.  The optimal conditions for the extraction of phenolic compounds and yield were 136.5 °C and 52.3% of ethanol in the ethanol:water mixture.  In the graph of the response surface, the optimum values are located at the yellow zone with 0.7 of desirability. 

2.4.  Characterization of Olive Pomace Extracts Obtained Under Optimal PLE Conditions (OP-PLE) {#sec2dot4-molecules-24-03108}
---------------------------------------------------------------------------------------------

[Figure 1](#molecules-24-03108-f001){ref-type="fig"} shows the HPLC-DAD-ESI-TOF/MS chromatograms and the tentative identification of phenolic compounds in the olive pomace extract obtained by conventional extraction system (OP) and olive pomace extract by optimal PLE (OP-PLE).  In both olive pomace extracts, it is possible to identify different phenolic compounds which have previously been reported in olive fruits and olive derivatives \[[@B31-molecules-24-03108]\]. 

[Table 5](#molecules-24-03108-t005){ref-type="table"} shows phenolic compound content of both OP and OP-PLE extracts.  The total phenolic compound content in OP-PLE extract was higher than in OP (1659 mg/kg d.w.  and 281.7 mg/kg d.w.,  respectively), showing a total phenolic compound value equivalent to 588.9% with respect to the extract obtained by conventional extraction.  This value is much higher than those previously reported (201--256%) \[[@B8-molecules-24-03108]\].  These results can be attributed to the high temperature and pressure of the PLE extraction method, process conditions that improve the interaction capacity between the phenolic compounds and the extraction solvent (ethanol and water mixture).  On the other hand, the surface tension and the viscosity of the extraction solvent are reduced by the increase of temperature, which leads to better wetting and penetration in the matrix (olive pomace), thus increasing the mass transfer and therefore the extraction of phenolic compounds \[[@B17-molecules-24-03108],[@B19-molecules-24-03108],[@B22-molecules-24-03108],[@B23-molecules-24-03108],[@B27-molecules-24-03108],[@B28-molecules-24-03108]\]. 

Higher hydroxytyrosol contents than that of this study were reported in extracts of olive pomace (var.  Picual) (2800 mg hydroxytyrosol/kg d.w.)  using ethanol--water as solvent and static-dynamic process \[[@B7-molecules-24-03108],[@B18-molecules-24-03108]\].  However, the initial phenolic compounds concentration in a matrix depends on several agronomic (including cultivar, ripening stage, geographic origins, and tree irrigations, among others) and technological factors (like the process temperature and water content) \[[@B3-molecules-24-03108],[@B8-molecules-24-03108],[@B32-molecules-24-03108]\].  Future studies are warranted to compare both techniques using the same matrix. 

In OP extract, the main phenolic compound class was secoiridoids, with more than half of the total phenolic content (54.8%): Secoiridoid derivated 1 (16.9%), derived from oleuropein aglycone (8.6%), oleuropein (7.7%), and ligstroside (7.0%).  These results are in agreement with other studies, in which the main phenolic compounds are secoiridoids (between 50 and 70%) \[[@B8-molecules-24-03108]\].  Flavonoids are the second chemical group in importance (23%), with luteolin being the main compound of this subclass (17.7%).  In contrast, in OP-PLE extract obtained under optimum conditions, the main phenolic compound class is phenolic alcohols with 42.5% (phenolic compound class that were not found in the OP), followed by secoiridoids (26.4%) and flavonoids (16.4%), with luteolin being the main phenolic compound (13.2%).  The appearance of phenolic alcohols and the increase of the elenolic acid derivatives in OP-PLE could be related to degradation reactions of secoiridoids, followed by several reactions, such as oxidation, hydration, and loss of the carboxylic and carboxymethyl groups due to the high temperatures used in the extraction method \[[@B33-molecules-24-03108],[@B34-molecules-24-03108],[@B35-molecules-24-03108]\]. 

On the other hand, the OP-PLE extract obtained under optimal conditions had a processing yield of 17.2%, which is higher to that found in olive extracts obtained with the PLE method. 

3.  Materials and Methods {#sec3-molecules-24-03108}
========================

3.1.  Samples {#sec3dot1-molecules-24-03108}
------------

Olive pomace (Orujo, var.  arbequina) waste from a three-phase decanter was provided by Olivos Ruta del Sol Company (33°31'48.0´´S 71°40´ 52.6´´W, Santa Cruz, Bernardo O´Higgins Region, Chile) (May, 2018).  Olive pomace (OP) was dried in a freeze-dryer (IlShinBioBase Co. Ltd. Modelo FD5508, Dongduchun City Kyunggi-do, Korea) and stored in bags hermetically sealed at --20 °C in dark conditions until the extract preparation. 

3.2.  Chemicals {#sec3dot2-molecules-24-03108}
--------------

Hexane, ethanol, methanol, and sodium hydroxide were purchased from Panreac (Barcelona, Spain).  Acetic acid was acquired from Fluka (Steinheim, Germany).  Double-deionized water with conductivity lower than 18.2 MV was obtained with a Milli-Q system (Millipore, Bedford, MA, USA).  Standards of hydroxytyrosol, caffeic acid, luteolin, apigenin, quinic acid, and naringenin were purchased from Sigma-Aldrich (St. Louis, MO, USA), and (+)-pinoresinol was acquired from Arbo Nova (Turku, Finland).  Oleuropein and luteolin-7-O-glucoside were purchased from Extrasynthese (Lyon, France). 

3.3.  Conventional Extraction Procedure of Phenolic and Other Polar Compounds from Olive Pomace (OP) {#sec3dot3-molecules-24-03108}
---------------------------------------------------------------------------------------------------

Conventional extraction of phenolic compounds from olive pomace was performed by solid--liquid extraction.  Lyophilized olive pomace (5.0 g d.w.)  was soaked for 120 min with 20 mL of a mixture of methanol:water (80:20).  After this, the samples were centrifuged at 10,000 rpm for 15 min, and the supernatants were collected and filtered through a 0.45 μm filter.  Each procedure was carried out in triplicate.  The OP extracts were frozen at --20 °C until analysis. 

3.4.  Extraction of Phenolic Compounds from Olive Pomace by PLE (OP-PLE) {#sec3dot4-molecules-24-03108}
-----------------------------------------------------------------------

PLE was performed using a Dionex ASE 350 Accelerated Solvent Extractor (Thermo Fisher Scientific, Leicestershire, UK).  All extractions were done using 34-mL extraction cells, containing 5 g of lyophilized olive pomace mixed homogeneously with 10 g of sand.  Prior to extraction of phenolic compounds, a preliminary clean-step based on the use of n-hexane as the solvent and 1500 psi at room temperature as the experimental conditions was carried out to remove the lipophilic fraction from the olive pomace.  After this step, the extraction of phenolic compounds from the olive pomace was performed according to a central composite design, with a total of 12 runs (4 experimental points, 4 axial points, and 4 central points).  The ethanol percentage (0 to 100%) and temperature (40 to 176 °C) were evaluated as independent variables to cover a wide range of dielectric constants (from 19 to 65.5 F/m, [Table 6](#molecules-24-03108-t006){ref-type="table"}).  The pressure and extraction time were 1500 psi and 20 min, respectively.  All of the experiments were conducted randomly to avoid systematic errors. 

The obtained extracts were protected from light, filtered through a 0.45 µm regenerated cellulose filter and evaporated under vacuum in Speed Vac (Thermo Scientific, Leicestershire, UK).  Yield (Y), hydroxytyrosol, and hydroxytyrosol-containing compounds were used as response variables for the experimental design of olive pomace extracts by PLE (hydroxityrosol (HYTY), hydroxyoleouropein aglycone, hydroxyoleuropein, demethyl oleuropein, decarboxymethyl oleuropein, and oleouropein). 

Response surface methodology (RSM) was applied to determine the optimal conditions for the OP-PLE system by multiple response optimization using the desirability function (DF) where the response variables were maximized.  The data were fitted to a second-order regression model according to Equation (8).  $$Y = b_{0} + \sum\limits_{i = 1}^{2}b_{i}X_{i} + \sum\limits_{i = 1}^{2}b_{ii}X_{i}^{2} + \sum\limits_{i = 1}^{1}\sum\limits_{j = i + 1}^{2}b_{ij}X_{i}X_{j}$$ where $Y$ is the response; subscripts $i$ and $j$ range from 1 to the number of variables (*n* = 2); $b_{0}$ is the intercept term; $b_{i}$ values are the linear coefficients; $b_{ij}$ values are the quadratic coefficients; and $X_{i}$ and $X_{j}$ are the levels of independent variables. 

3.5.  High-Performance Liquid Chromatography Coupled to Diode Array Detection and Electrospray Time-of-Flight Mass Spectrometry (HPLC-DAD-ESI-TOF/MS) {#sec3dot5-molecules-24-03108}
----------------------------------------------------------------------------------------------------------------------------------------------------

The HPLC analyses were performed in a high-performance resolution liquid chromatography (HPLC) system (Agilent Technologies, Waldbronn, Germany) equipped with a vacuum degasser, autosampler, a binary pump, and diode-array-detector (DAD).  This equipment was coupled to a time-of-flight mass spectrometry (TOF-MS) microTOF (Bruker Daltonik, Bremen, Germany).  The TOF mass spectrometer was equipped with a model G1607A ESI interface (Agilent Technologies, Palo Alto, CA, USA) operating in negative ion mode.  The analytical column used was a 150 mm × 4.6 mm internal diameter, 1.8-µm Zorbax Eclipse Plus C18 (Agilent Technologies, Palo Alto, CA, USA). 

The flow rate was 0.5 mL/min, and the temperature of the column was maintained at 25 °C.  The mobile phase was water with 0.25% acetic acid (Solvent A) and methanol (Solvent B) eluted according to the following multistep gradient: 0 min, 5% Solvent B; 7 min, 35% Solvent B; 13 min, 45% Solvent B; 18.5 min, 50% Solvent B; 22 min, 60% Solvent B; 29 min, 95% Solvent B; 36 min, 5% Solvent B; and the injection volume was 10 µL.

The compounds separated were monitored with DAD (240 and 280 nm) and MS.  At this stage, the use of a splitter was required for the coupling with the MS detector, as the flow arriving to the TOF detector had to be 0.25 mL/min in order to ensure reproducible results and a stable spray.  External mass spectrometer calibration was performed with sodium acetate clusters (5 mM sodium hydroxide in water/2-propanol 1/1 (*v*/*v*), with 0.2% of acetic acid) in high-precision calibration (HPC) regression mode. 

The phenolic compound quantification was performed with calibration curves elaborated with commercial standards: Hydroxytyrosol was used to quantify hydroxytyrosol and oxidized hydroxytyrosol; tyrosol was used to quantify tyrosol and ligstroside; caffeic acid was used to quantify verbascoside; oleuropein was used to quantify oleuropein, its isomers and derivatives, oleosides and elenolic acid derivatives, and secoiridoids; pinoresinol was used to quantify pinoresinol and acetoxypinoresinol; luteolin was used to quantify luteolin; and luteolin 7-glucoside was used to quantify luteolin 7-glucoside and luteolin 7-rutinoside.  All phenolic compound standard solutions were prepared at a concentration of 1000 mg/L by dissolving the appropriate amount of the compound in methanol and then serially diluting to working concentrations (0.5 to 50 mg/L).  Naringenin was added at 25 µg/mL and used as internal standard. 

3.6.  Statistical Analysis {#sec3dot6-molecules-24-03108}
-------------------------

Linear regression (95% confidence limit) was used to determine the correlation between dielectric constant and each phenolic compound class for the design from olive pomace extracts by PLE.  A one-way analysis of variance (ANOVA) and Duncan's multiple range test were performed to test for differences in phenolic compound content between olive pomace extracts by pressurized liquid extraction in optimal conditions (OP-PLE) and olive pomace extract by conventional extraction (OP).  The statistical analyses were performed using Statgraphics Centurion XV (StatPoint Inc., Warrenton, VA, USA, 2011). 

4.  Conclusions {#sec4-molecules-24-03108}
==============

The extraction design of phenolic compounds from olive pomace by PLE demonstrates the great variability of extracts that can be obtained by changing the extraction conditions, presenting differences in the selectivity of extraction.  The olive pomace extract obtained under optimized conditions showed a higher concentration in phenolics than that obtained by conventional extraction, besides presenting hydroxytyrosol, a compound which was not found in the extraction by maceration.  The olive pomace extract obtained under optimized PLE conditions can be used in the design of bioactive food ingredients, as well as nutraceuticals. 

**Sample Availability:** Not available. 

Conceptualization, J.L.-S. and I.B.-L.; funding acquisition, A.S.-C. and J.L-S; investigation, I.C.P.; methodology, I.C.P., J.L.-S., and I.B.L..; project administration, A.S.-C. and P.R.; supervision, J.L.-S., P.R., and H.N.; writing---original draft, I.C.P.; writing---review and editing, J.L.-S. and I.B.L.

This work was funded by projects AGL2015-67995-C3-2-R, RTI2018-096724-B-C22, and IJCI-2015-26789 (Spanish Ministry of Science and Innovation), and P11-CTS-7625 and B-AGR-466-UGR18 (Andalusian Regional Government Council of Innovation and Science). 

The authors declare no conflicts of interest. 

![ HPLC-DAD-ESI-TOF/MS chromatograms of olive pomace extracts. (** a**) Olive pomace extracts obtained by conventional extraction (OP), and (**b**) olive pomace extracts obtained by pressurized liquid extraction in optimal conditions (OP-PLE). ** ☆** Internal standard (Naringenin).](molecules-24-03108-g001){#molecules-24-03108-f001}

![ Phenolic compound content by groups, experimental design by olive pomace extracts obtained under different PLE extraction conditions. ![]( molecules-24-03108-i001.jpg) Total phenolic compounds; ![]( molecules-24-03108-i002.jpg) Phenolic alcohols; ![]( molecules-24-03108-i003.jpg) Secoiridoids; ![]( molecules-24-03108-i004.jpg) Flavonoids; and ![]( molecules-24-03108-i005.jpg) Lignans.](molecules-24-03108-g002){#molecules-24-03108-f002}

![ Response Surface graphs for (**a**) hydroxytyrosol, (**b**) hydroxy D-oleuropein aglycone, (**c**) hydroxy-oleuropein, (**d**) demethyl oleuropein, (**e**) decarboxymethyl oleuropein aglycone, (**f**) oleuropein content, and (**g**) yield.](molecules-24-03108-g003){#molecules-24-03108-f003}

![ Desirability function overlay surfaces plots of olive pomace extracts by pressurized liquid extraction.](molecules-24-03108-g004){#molecules-24-03108-f004}

molecules-24-03108-t001_Table 1

###### 

Tentative identification of phenolic compounds and their derivatives in olive pomace by HPLC-DAD-ESI-TOF/MS. 

  Peak   Tentative Identification                                Molecular Formula   Rt (min)   *m/z*
  ------ ------------------------------------------------------- ------------------- ---------- ----------
  1      Quinic acid                                             C~7~H~12~O~6~       3.3        191.0561
  2      Oxidized hydroxytyrosol                                 C~8~H~8~O~3~        6.0        151.0401
  3      Unknown 1                                               C~16~H~26~O~11~     8.3        393.1428
  4      Vanillic acid                                           C~8~H~8~O~4~        10.2       167.0350
  5      Oleoside/secologanoside or isomer 1                     C~16~H~22~O~11~     10.5       389.1114
  6      Loganic acid                                            C~16~H~24~O~10~     10.7       375.1318
  7      Unknown 2                                               C~15~H~26~O~9~      10.8       349.1526
  8      Hydroxytyrosol                                          C~8~H~10~O~3~       11.0       153.0557
  9      Secoiridoid derived                                     C~17~H~28~O~11~     11.2       407.1604
  10     Decarboxylated form of hydroxyl elenolic acid           C~10~H~14~O~5~      11.9       213.0768
  11     Hydroxylated product of decarboxymethyl elenolic acid   C~9~H~12~O~5~       12.1       199.0618
  12     Unknown 3                                               C~8~H~8~O~3~        13.5       151.0401
  13     Oleoside/secologanoside or isomer 2                     C~16~H~22~O~11~     14.1       389.1089
  14     Unknown 4                                               C~9~H~12~O~4~       14.3       183.0663
  15     Unknown 5                                               C~16~H~26~O~10~     16.3       377.1493
  16     Hydroxy oleuropein                                      C~25~H~32~O~14~     17.0       555.1719
  17     Demethyl oleuropein                                     C~24~H~30~O~13~     17.5       525.1614
  18     Aldehydic form of decarboxymethyl elenolic acid         C~10~H~16~O~5~      18.2       215.0925
  19     Luteolin-7-O-rutinoside                                 C~27~H~30~O~15~     19.5       593.1510
  20     Unknown 6                                               C~36~H~42~O~14~     19.6       685.2469
  21     Luteolin-7-glucoside                                    C~21~H~20~O~11~     20.1       447.0933
  22     Unknown 7                                               C~38~H~26~O~8~      21.1       609.1555
  23     Unknown 8                                               C~38~H~26~O~6~      21.9       577.1657
  24     Oleuropein                                              C~25~H~32~O~13~     22.9       539.1770
  25     Luteolin-7-glucoside or isomer                          C~21~H~20~O~11~     20.1       447.0933
  26     Pinoresinol                                             C~20~H~22~O~6~      24.0       357.1344
  27     Acetoxypinoresinol                                      C~22~H~24~O~8~      24.5       415.1390
  28     Unknown 9                                               C~31~H~36~O~11~     25.3       583.2123
  29     Unknown 10                                              C~31~H~36~O~12~     25.6       583.2123
  30     Ligstroside                                             C~25~H~32~O~12~     26.3       523.1821
  31     Naringenin (Internal standard)                          C~15~H~12~O~5~      28.9       271.0893
  32     Luteolin                                                C~15~H~10~O~6~      30.1       285.0405
  33     Apigenin                                                C~15~H~10~O~5~      31.7       269.0451

molecules-24-03108-t002_Table 2

###### 

Phenolic compound content in experimental design by olive pomace extracts obtained under different PLE extraction conditions. 

  Tentative Identification                          T~1~              T~2~              T~3~              T~4~               T~5~              T~6~             T~7~              T~8~             T~9~               T~10~             T~11~            T~12~
  ------------------------------------------------- ----------------- ----------------- ----------------- ------------------ ----------------- ---------------- ----------------- ---------------- ------------------ ----------------- ---------------- ----------------
  **Quinic acid**                                   **127.5 ± 6.9**   **137.2 ± 3.4**   **145.8 ± 0.9**   **217.8 ± 11.5**   **231.6 ± 1.3**   **71.4 ± 1.1**   **118.7 ± 0.9**   **56.3 ± 1.4**   **215.5 ± 10.9**   **107.3 ± 0.0**   **68.4 ± 0.8**   **89.2 ± 2.8**
  Oxidized hydroxytyrosol                           94 ± 9            100 ± 7           \-                458 ± 27           148.4 ± 0.5       \-               176 ± 4           \-               \-                 131.3 ± 0.0       10.3 ± 0.7       363 ± 12
  Oleoside/secologanoside or isomer 1               61 ± 1            60 ± 2            44.5 ± 0.6        12.6 ± 0.4         32.1 ± 0.5        28.6 ± 0.9       61.7 ± 0.8        10.2 ± 0.1       77.9 ± 0.6         49.1 ± 0.0        32 ± 1           44 ± 2
  Loganic acid                                      \-                \-                8.3 ± 0.3         9.0 ± 0.4          6.9 ± 0.2         11.1 ± 0.2       \-                8.4 ± 0.2        6 ± 1              \-                12.8 ± 0.4       8.6 ± 0.6
  Hydroxytyrosol                                    28 ± 2            24 ± 1            51 ± 2            218 ± 1            258 ± 5           \-               23 ± 1            \-               55 ± 3             22.4 ± 0.0        \-               6.9 ± 0.0
  Secoiridoid derived                               98.9 ± 0.5        95 ± 1            67 ± 1            119 ± 3            143 ± 4           74.2 ± 0.3       100 ± 2           62.0 ± 0.2       84 ± 3             97 ± 4            83.3 ± 0.2       73 ± 2
  D-OH-EA                                           2.9 ± 0.2         2.6 ± 0.1         1.7 ± 0.0         \-                 \-                6.8 ± 0.5        2.7 ± 0.2         \-               \-                 0.6 ± 0.0         1.7 ± 0.2        \-
  Hydroxy D-oleuropein aglycone                     70 ± 1            70 ± 2            12.1 ± 0.2        \-                 \-                3.8 ± 0.1        73 ± 2            1.1 ± 0.0        9.9 ± 0.5          61 ± 2            3.3 ± 0.4        66 ± 3
  Hydroxy oleuropein                                123 ± 2           125 ± 4           22.3 ± 0.7        25.5 ± 0.9         62 ± 3            2.3 ± 0.3        105 ± 2           0.4 ± 0.0        33.6 ± 0.3         101.6 ± 0.1       6.6 ± 0.5        133 ± 1
  Demethyl oleuropein                               19.7 ± 0.6        19.5 ± 0.8        21.6 ± 0.9        \-                 \-                \-               15.3 ± 0.5        \-               20.9 ± 0.5         10.9 ± 0.1        \-               5.0 ± 0.5
  Aldehydic form of decarboxymethyl elenolic acid   9.4 ± 0.7         9.5 ± 0.8         3.2 ± 0.2         \-                 \-                \-               \-                5.1 ± 0.1        \-                 7.6 ± 0.0         8.8 ± 0.1        3.0 ± 0.1
  Luteolin-7-glucoside                              19.2 ± 0.6        10.0 ± 0.9        21.0 ± 0.3        \-                 \-                2.6 ± 0.3        8.3 ± 0.3         \-               35 ± 1             37.5 ± 0.0        \-               \-
  Decarboxymethyl oleuropein aglycon                19.1 ± 0.8        18.1 ± 0.7        10 ± 1            \-                 \-                0.5 ± 0.0        13.9 ± 0.6        \-               4.9 ± 0.1          12 ± 3            \-               4.8 ± 0.3
  Oleuropein                                        80.0 ± 0.3        81 ± 5            79 ± 1            15 ± 1             63.2 ± 0.9        15.2 ± 0.3       67.5 ± 0.7        6.0 ± 0.3        113 ± 3            60.0 ± 0.3        3.7 ± 0.2        56 ± 2
  Pinoresinol                                       11.4 ± 0.5        10.9 ± 0.3        10.7 ± 0.8        3.7 ± 0.3          \-                7.8 ± 0.2        8.3 ± 0.4         4.6 ± 0.0        10.9 ± 0.0         6.9 ± 0.0         \-               1.4 ± 0.0
  Acetoxypinoresinol                                33.6 ± 0.5        37.8 ± 0.8        30.1 ± 0.5        28.9 ± 0.2         17.6 ± 0.2        33.7 ± 0.8       28.0 ± 0.4        29.3 ± 0.4       27.5 ± 0.3         25 ± 1            17.8 ± 0.4       23 ± 1
  Ligstroside                                       32 ± 1            31 ± 1            29.4 ± 0.5        \-                 8.5 ± 0.4         19.8 ± 0.4       24.4 ± 0.1        10.2 ± 0.3       24.0 ± 0.4         22.1 ± 0.3        \-               19.4 ± 0.5
  Luteolin                                          66 ± 1            68 ± 2            127.5 ± 0.8       34 ± 1             67.4 ± 0.7        71 ± 1           74.0 ± 0.5        41.0 ± 0.6       158 ± 1            67.9 ± 0.0        3.1 ± 0.0        12.7 ± 0.1
  Apigenin                                          \-                \-                \-                \-                 \-                17.4 ± 0.2       \-                6.5 ± 0.2        6.9 ± 0.3          0.5 ± 0.0         \-               \-
  Secoiridoids (mg/kg)                              517 ± 1           511 ± 10          299 ± 2           182 ± 5            315.7 ± 0.5       162 ± 3          463.1 ± 0.4       103 ± 1          375 ± 3            422.5 ± 0.1       153 ± 1          413 ± 6
  (%)                                               57.6 ± 0.2        56.8 ± 0.9        43.7 ± 0.4        15.9 ± 0.4         30.4 ± 0.0        44.3 ± 0.7       51.5 ± 0.0        42.9 ± 0.5       42.4 ± 0.4         51.4 ± 0.0        60.5 ± 0.5       45.4 ± 0.7
  Phenolic alcohols (mg/kg)                         122 ± 4           124 ± 1           51.1 ± 0.5        676 ± 11           407 ± 7           \-               199 ± 2           \-               55 ± 3             153.7 ± 0.0       10.3 ± 0.8       370 ± 3
  (%)                                               13.6 ± 0.5        13.8 ± 0.6        7.5 ± 0.1         59 ± 1             39.1 ± 0.6        \-               22.2 ± 0.2        \-               6.3 ± 0.4          18.7 ± 0.0        4.1 ± 0.3        40.7 ± 0.3
  Flavonoids (mg/kg)                                85.7 ± 0.5        78 ± 2            148 ± 2           34 ± 1             67.4 ± 0.7        91.3 ± 0.1       82.3 ± 0.9        47.5 ± 0.3       199.9 ± 0.0        105.9 ± 0.0       3.1 ± 0.0        12.7 ± 0.1
  (%)                                               9.6 ± 0.1         8.7 ± 0.1         21.7 ± 0.3        3.0 ± 0.1          6.5 ± 0.1         24.9 ± 0.0       9.1 ± 0.1         19.7 ± 0.1       22.6 ± 0.0         12.9 ± 0.0        1.2 ± 0.0        1.4 ± 0.0
  Lignans (mg/kg)                                   45 ± 2            49 ± 1            41 ± 1            33 ± 2             17.6 ± 0.2        41.5 ± 0.9       36.3 ± 0.8        33.9 ± 0.4       38.4 ± 0.1         32 ± 1            17.8 ± 0.3       25 ± 1
  (%)                                               5.0 ± 0.2         5.4 ± 0.1         6.0 ± 0.2         2.9 ± 0.2          1.7 ± 0.0         11.3 ± 0.2       4.0 ± 0.1         14.1 ± 0.2       4.3 ± 0.0          3.9 ± 0.2         7.1 ± 0.1        2.7 ± 0.1
  Total phenolic compounds (mg/kg)                  897 ± 3           890 ± 12          685 ± 9           1141 ± 10          1039 ± 11         366 ± 2          900 ± 18          241 ± 7          885 ± 9            821.0 ± 0.1       252 ± 3          910 ± 2
  (%)                                               100               100               100               100                100               100              100               100              100                100               100              100

EtOH: Ethanol; d.w.:  Dry weight. 

molecules-24-03108-t003_Table 3

###### 

Phenolic compound content and yield of experimental design. 

  --------------------------------------------------------------------------------------------------------------------------------------------------
  Treatments   HyTy     Hydroxy D-Ole aglyc   Hydroxy-\    Demethyl Ole   Decarboxy methyl Ole aglyc   Oleuropein   Yield                     
                                              Ole                                                                                             
  ------------ -------- --------------------- ------------ -------------- ---------------------------- ------------ ------------ ------------ ------
  T1           108(0)   50(0)                 28 ± 2       70 ± 1         123 ± 2                      19.7 ± 0.6   19.1 ± 0.8   80.0 ± 0.3   10.2

  T2           108(0)   50(0)                 24 ± 1       70 ± 2         124 ± 4                      19.5 ± 0.8   18.1 ± 0.7   81 ± 5       13.3

  T3           108(0)   100(α)                51 ± 2       12.1 ± 0.2     22.3 ± 0.7                   21.6 ± 0.9   10 ± 1       79 ± 1       5.5

  T4           164(1)   10(-1)                218 ± 11     \-             25.5 ± 0.9                   \-           \-           15 ± 1       21.7

  T5           176(α)   50(0)                 258 ± 5      \-             62 ± 3                       \-           \-           63.2 ± 0.9   25.7

  T6           51(-1)   90(1)                 \-           3.8 ± 0.1      2.3 ± 0.3                    \-           0.5 ± 0.0    15.2 ± 0.3   3.7

  T7           108(0)   50(0)                 23 ± 1       73 ± 2         105 ± 2                      15.3 ± 0.5   13.9 ± 0.6   67.5 ± 0.7   10.7

  T8           39(-α)   50(0)                 \-           1.1 ± 0.0      0.4 ± 0.0                    \-           \-           6.0 ± 0.3    5.9

  T9           164(1)   90(1)                 55 ± 3       9.9 ± 0.5      33.6 ± 0.3                   20.9 ± 0.5   4.9 ± 0.1    113 ± 3      11.8

  T10          108(0)   50(0)                 22.4 ± 0.0   61 ± 2         101.6 ± 0.1                  10.9 ± 0.1   12 ± 3       60.0 ± 0.3   11.0

  T11          51(-1)   10(-1)                \-           3.3 ± 0.4      6.6 ± 0.5                    \-           \-           3.7 ± 0.2    6.1

  T12          108(0)   0(-α)                 6.9 ± 0.0    66 ± 3         133 ± 1                      5.0 ± 0.5    4.8 ± 0.3    56 ± 2       9.5
  --------------------------------------------------------------------------------------------------------------------------------------------------

T: Treatments; d.w.:  Dry weight; HyTy: Hydroxytyrosol; Hydroxy D-Oleuropein aglycone: Hydroxy D-oleuropein aglycone; Hydroxy-Ole: Hydroxy-oleuropein; Demethylole: Demethyloleuropein; decaboxymethyl Ole aglyc: Decarboxymethyl oleuropein aglycone. 

molecules-24-03108-t004_Table 4

###### 

Analysis of variance (ANOVA) for the olive pomace extracts obtained by PLE. 

  Source                                    Sum of Squares   d.f.    Mean Square   F-Ratio    *p*-Value   R^2^      R^2^ adj.  d.f. 
  ----------------------------------------- ---------------- ------ ------------- ---------- ----------- --------- ----------------
  **Hydroxytyrosol**                                                                                               
  A: Temperature                            42324.8          1      42324.8       42324.85   0.0000∗     88.473    78.8671
  B: Ethanol                                1623.56          1      1623.56       1623.56    0.0000∗               
  AA                                        14278.4          1      14278.4       14278.42   0.0000∗               
  AB                                        6511.91          1      6511.91       6511.91    0.0000∗               
  BB                                        409.411          1      409.411       409.41     0.0000∗               
  Lack-of-fit                               9738.63          3      3246.21       3246.21    0.0000\*              
  Pure error                                94.9681          3      31.656                                         
  Total (corr.)                              82912.1          11                                                    
  **Hydroxy D-oleuropein aglycone**                                                                                
  A: Temperature                            118.618          1      118.618       0.36       0.5704      86.4431   75.1457
  B: Ethanol                                523.819          1      523.819       1.59       0.2541                
  AA                                        10127.7          1      10127.7       30.75      0.0015∗               
  AB                                        25.1495          1      25.1495       0.08       0.7916                
  BB                                        1619.86          1      1619.86       4.92       0.0479\*              
  Lack-of-fit                               1016.74          3      338.913       1.64       0.3481                
  Pure error                                1976.45          6      329.408                                        
  Total (corr.)                              14578.9          11                                                    
  **Hydroxy-oleuropein**                                                                                           
  A: Temperature                            3656.18          1      3656.18       3,.6       0.1065      80.7716   64.748
  B: Ethanol                                2401.14          1      2401.14       2.37       0.175                 
  AA                                        17567.8          1      17567.8       17.31      0.0059∗               
  AB                                        2.34565          1      2.34565       0          0.9632                
  BB                                        3117.69          1      3117.69       3.07       0.1302                
  Lack-of-fit                               4635.83          3      1545.28       6.46       0.0798                
  Pure error                                6090.85          6      1015.14                                        
  Total (corr.)                              31676.3          11                                                    
  **Demethyl oleuropein**                                                                                          
  A: Temperature                            69.2627          1      69.2627       3.98       0.0929      89.4383   80.6369
  B: Ethanol                                239.089          1      239.089       13.76      0.0100∗               
  AA                                        461.585          1      461.585       26.56      0.0021∗               
  AB                                        109.428          1      109.428       6.3        0.0460∗               
  BB                                        6.55101          1      6.55101       0.38       0.5618                
  Lack-of-fit                               52.3368          3      17.4456       1.01       0.4976                
  Pure error                                104.287          6      17.3811                                        
  Total (corr.)                              987.409          11                                                    
  **Decarboxymethyl oleuropein aglycone**                                                                          
  A: Temperature                            14.449           1      14.449        1.61       0.251       91.0723   83.6326
  B: Ethanol                                13.6533          1      13.6533       1.52       0.263                 
  AA                                        425.539          1      425.539       47.53      0.0005∗               
  AB                                        7.32752          1      7.32752       0.82       0.4005                
  BB                                        81.121           1      81.121        9.06       0.0237∗               
  Lack-of-fit                               7.96575          3      2.65525       0.25       0.8548                
  Pure error                                53.7187          6      8.95311                                        
  Total (corr.)                              601.709          11                                                    
  **Oleuropein**                                                                                                   
  A: Temperature                            5650.06          1      5650.06       38.15      0.0008∗     93.7987   88.631
  B: Ethanol                                1826.83          1      1826.83       12.34      0.0126∗               
  AA                                        3976.57          1      3976.57       26.85      0.0021∗               
  AB                                        2987.01          1      2987.01       20.17      0.0041∗               
  BB                                        76.7892          1      76.7892       0.52       0.4985                
  Lack-of-fit                               329.614          3      109.871       0.59       0.6639                
  Pure error                                888.52           6      148.087                                        
  Total (corr.)                              14328            11                                                    
  **Yield**                                                                                                        
  A: Temperature                            295.563          1      295.563       108.09     0.0000∗     96.5258   93.6305
  B: Ethanol                                23.3825          1      23.3825       8.55       0.0265∗               
  AA                                        27.7676          1      27.7676       10.15      0.0189∗               
  AB                                        37.7949          1      37.7949       13.82      0.0099∗               
  BB                                        36.3875          1      36.3875       13.31      0.0107∗               
  Lack-of-fit                               10.3376          3      3.44588       1.83       0.3165                
  Pure error                                16.4071          6      2.73452                                        
  Total (corr.)                              472.249          11                                                    

d.f.:  degrees of freedom.  ∗ Statistically significant. 

molecules-24-03108-t005_Table 5

###### 

Phenolic compound content of olive pomace extracts by pressurized liquid extraction in optimal conditions (OP-PLE) and olive pomace extract by conventional extraction (OP). 

  Compound Names                                          OP (d.w.)         OP-PLE (d.w.)                      
  ------------------------------------------------------- ---------------- ---------------- ---------------- ----------------
  Quinic acid                                             40.2 ± 0.2 ^a^   14.1 ± 0.9 ^a^   223 ± 20 ^b^     13.6 ± 0.4 ^a^
  Oxidized hydroxytyrosol                                 \- ^a^           \- ^a^           638 ± 16 ^b^     38.5 ± 0.2 ^b^
  Oleoside/secologanoside or isomer 1                     4.8 ± 0.3 ^a^    1.7 ± 0.1 ^a^    33.9 ± 0.2 ^b^   2.1 ± 0.0 ^b^
  Hydroxytyrosol                                          \- ^a^           \- ^a^           67 ± 2 ^b^       4.0 ± 0.1 ^b^
  Secoiridoid derived                                     47.6 ± 2.0 ^b^   16.9 ± 0.9 ^b^   9.7 ± 0.4 ^a^    0.6 ± 0.0 ^a^
  Decarboxylated form of hydroxyl elenolic acid           2.9 ± 0.4 ^a^    1.1 ± 0.1 ^a^    60 ± 1 ^b^       3.6 ± 0.1 ^b^
  Hydroxylated product of decarboxymethyl elenolic acid   \- ^a^           \- ^a^           17.2 ± 0.3 ^b^   1.1 ± 0.1 ^b^
  Demethyl oleuropein                                     2.9 ± 0.4 ^b^    0.8 ± 0.1 ^b^    UDL ^a^          UDL ^a^
  Elenolic acid glucoside or isomer 1                     0.7 ± 0.2 ^a^    0.3 ± 0.1 ^a^    33.4 ± 0.5 ^b^   2.0 ± 0.1 ^b^
  Oleoside/secologanoside or isomer 2                     15 ± 2 ^a^       5.7 ± 0.5 ^b^    45.5 ± 0.4 ^b^   2.8 ± 0.1 ^a^
  Hydroxy oleuropein                                      \- ^a^           \- ^a^           100 ± 1 ^b^      5.9 ± 0.2 ^b^
  Aldehydic form of decarboxymethyl elenolic acid         13 ± 1 ^b^       4.7 ± 0.3 ^b^    UDL ^a^          UDL ^a^
  Luteolin-7-O-rutinoside                                 \- ^a^           \- ^a^           2.3 ± 0.1 ^b^    0.1 ± 0.0 ^b^
  Luteolin-7-O-glucoside                                  2.5 ± 0.2 ^a^    0.9 ± 0.0 ^a^    21 ± 2 ^b^       1.3 ± 0.1 ^b^
  Oleuropein                                              22 ± 3 ^a^       7.7 ± 0.9 ^b^    94 ± 1 ^b^       5.6 ± 0.0 ^a^
  Ligstroside                                             20 ± 2 ^a^       7.0 ± 0.6 ^b^    16.5 ± 0.8 ^a^   1.0 ± 0.1 ^a^
  Pinoresinol                                             4.7 ± 0.3 ^b^    1.7 ± 0.1 ^b^    2.9 ± 0.3 ^a^    0.2 ± 0.0 ^a^
  Acetoxypinoresinol                                      18 ± 1 ^b^       6.5 ± 0.3 ^a^    14.8 ± 0.4 ^a^   0.9 ± 0.0 ^a^
  Luteolin                                                50 ± 1 ^a^       17.7 ± 0.4       221 ± 4 ^b^      13.2 ± 0.2
  Apigenin                                                12.4 ± 0.5 ^a^   4.4 ± 0.2        29.8 ± 0.1 ^b^   1.9 ± 0.1
  Total phenolic compounds                                282 ± 12 ^a^     100 ^a^          1659 ± 31 ^b^    100 ^a^
  Secoiridoids                                            154 ± 9 ^a^      55 ± 1 ^b^       435 ± 10 ^b^     26.4 ± 0.3 ^a^
  Phenolic alcohols                                       \- ^a^           \- ^a^           702 ± 14 ^b^     42.5 ± 0.2 ^b^
  Flavonoids                                              65 ± 2 ^a^       23.0 ± 0.5 ^b^   271 ± 7 ^b^      16.4 ± 0.1 ^a^
  Lignans                                                 23 ± 2 ^b^       8.1 ± 0.3 ^b^    17.6 ± 0.6 ^a^   1.1 ± 0.0 ^a^

OP: Olive pomace; PLE: Pressurized liquid extraction; d.w.:  Dry weight; UDL: Under detection level.  All the variables were tested in three independent cultures for each experiment.  Values are means ± SD.  Different letters represent level of significance: *p* \< 0.05. 

molecules-24-03108-t006_Table 6

###### 

Central composite Design 2^2^ with star points from PLE. 

  Treatments   Temperature (°C)   Ethanol (%)   Dielectric Constant (F/m)
  ------------ ------------------ ------------- ---------------------------
  T~1~         108                50            36.1
  T~2~         108                50            36.1
  T~3~         108                100           19.0
  T~4~         164                10            39.2
  T~5~         176                50            28.9
  T~6~         51                 90            28.6
  T~7~         108                50            36.1
  T~8~         40                 50            46.0
  T~9~         164                90            20.8
  T~10~        108                50            36.1
  T~11~        51                 10            65.6
  T~12~        108                0             53.5
