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Optimization of the extraction of avanols and anthocyanins from the fruit pulp of Euterpe edulis using the response surface methodology
Graciele Da Silva Campelo Borges ⁎, Francilene Gracieli Kunradi Vieira, Cristiane Copetti,Luciano Valdemiro Gonzaga, Roseane Fett
Department of Food Science and Technology, Federal University of Santa Catarina, Florianópolis, SC, Brazil
a b s t r a c ta r t i c l e i n f o
Article history:Received 1 October 2010
Accepted 14 December 2010
Keywords:
ExtractionPolyphenols
Response surface methodology
Antioxidant activity
Euterpe edulis
The response surface methodology (RSM) was employed to optimize the ultrasound extraction of avanolsand anthocyanins from the pulp of jussara (Euterpe edulis), using a second-order polynomial equation todescribe the experimental data for total avanol (TF), total phenolic (TP), and total monomeric anthocyanin
(TMA) contents, as well as the total antioxidant activity (TAA). A central composite design with two-variables
(extraction time and solid to liquid ratio) was then applied. The optimized conditions that maximized theyields of avanol-enriched extract were a solvent methanol/0.1 M HCl, solid to liquid ratio of between 1:50and 1:100 and extraction time of 15 min. For anthocyanin-enriched extracts the respective optimal
parameters were a solvent methanol/1.5 M HCl, solid to liquid ratio of between 1:30 and 1:50 and extractiontime of 24 h. The results showed good ts with the proposed model for both the avanol-enriched extract
(R 2 =0.94) and for the anthocyanin-enriched extract (R 2 =0.99).© 2011 Elsevier Ltd. All rights reserved.
1. Introduction
The extraction of bioactive compounds from permeable solid plant
materials using solvents constitutes an important step in themanufacture of phytochemical-rich products. The application of thislow-cost technology to obtain molecules to be used as food additivesor nutraceutical products is an appropriate strategy for the exploita-
tion of some non-timber products found in rain forests such as thefruits of the palm (Pompeu, Silva, & Rogez, 2009).
Euterpe edulis M. is a palm plant widely distributed in the AtlanticForest in Brazil, from the states of RioGrande do Norte to Rio Grande do
Sul (Henderson, 2000). Jussara, the fruit of the palm E. edulis, is roundand has a purple pulp covering a hardseed.Despiteits wide distributionin Brazil, jussara is much less commonly eaten than the other well-known palm fruits, for instance, açaí (Euterpe oleracea) (De Brito et al.,
2007). Currently, thefruits of these palmsare used forthe processing of juice, which is prepared by macerating the fruits in lukewarm water,triturating them to crush the softened pulp, adding water and lteringthe juice (Pompeu et al., 2009). Jussara fruits and pulp presented
two major anthocyanins identied as cyanidin 3-glucoside andcyanidin 3-rutinoside (Harbone, Saito, & Detoni, 1994). In a recentstudy De Brito et al. (2007) conrmed these results, and identied
minor compounds such as cyanidin 3-sambubioside, pelargonidin
3-glucoside, cyanidin 3-rhamnoside and pelargonidin 3-rutinosideby means LC-DAD-ESI/MS.
Açaí (E. oleracea) is historically commonly consumed as a food inthe form of a viscous pulp which has been associated with nutritionaland medicinal benets (Runo, Alves, Fernandes & De Brito, 2010b;Talcott, Pacheco-Palencia, & Talcott, 2008). It presents high concen-
trations of bioactive compounds such as anthocyanins (mainlycyanidin-3-glucoside and cyanidin-3-rutinoside) and other avanols(Gallori, Bilia,Bergonzi, Barbosa, & Vincieri,2004;Pompeu et al., 2009;Rosso et al., 2008; Runo, Pérez-Jiménez, et al., 2010; Schauss et al.,
2006). These components have been associated with the highantioxidant activity of this fruit (Pompeu et al., 2009; Rosso et al.,2008; Runo,Alves, Fernandes,& de Brito,2010a; Schauss et al., 2006).
A recent study has demonstrated the inuence of several factors
on the extraction of phenolic compounds from the fruits of E. oleraceausing response surface methodology (RSM) (Pompeu et al., 2009).However, to the best of our knowledge, there are no reports inliterature on the extraction of avanols and anthocyanins from the
pulp of E. edulis.Several studies on the optimized conditions for the extraction
of phenolic compounds from different sources using RSM have
been published (Hayouni, Abedrabba, Bouix, & Hamdi, 2007;Huang, Xue, Niu, Zhen, & Wang, 2009; Pinelo, Rubilar, Sineiro, &Nunez, 2005; Pompeu et al., 2009; Yang & Zhai, 2010; Zou, Xie,Fan, Gu, & Han, 2010). The RSM is a collection of statistical and
mathematical techniques useful for developing, improving andoptimizing processes, in which a response of interest is inuenced
Food Research International 44 (2011) 708–715
⁎ Corresponding author. Universidade Federal de Santa Catarina, Centro de Ciências
Agrárias, Departamento de Ciência e Tecnologia deAlimentos, Rodovia Admar Gonzaga,
1346,Itacorubi,CEP: 88034-001,Florianópolis, SC, Brazil.Tel.: +5548 33315375; fax:+55
48 33319943.
E-mail address: [email protected] (G.D.S.C. Borges).
0963-9969/$ – see front matter © 2011 Elsevier Ltd. All rights reserved.
doi:10.1016/j.foodres.2010.12.025
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http://dx.doi.org/10.1016/j.foodres.2010.12.025http://dx.doi.org/10.1016/j.foodres.2010.12.025http://dx.doi.org/10.1016/j.foodres.2010.12.025mailto:[email protected]://dx.doi.org/10.1016/j.foodres.2010.12.025http://www.sciencedirect.com/science/journal/09639969http://www.sciencedirect.com/science/journal/09639969http://dx.doi.org/10.1016/j.foodres.2010.12.025mailto:[email protected]://dx.doi.org/10.1016/j.foodres.2010.12.025
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by independent variables, and it generates a mathematical modelthat describes the chemical process (Montgomery, 2004). Knowledgeof the behavior of the factors inuencing the process conditions isnecessary to enhance the optimization extraction ef cient for any
bioactive compound (Pompeu et al., 2009). Previous ndings havereported the inuence of many independent variables, such as solventcomposition, pH, temperature, extraction time, and solid to liquid
ratio, on the yields of bioactive compounds which can be extracted
from diverse natural products (Bujić
-Kojić
, Planinic, Srécko,Jakabek, &Seruga, 2009; Pinelo et al., 2005; Santos, Veggi, & Meireles, 2010). Thepositive or negative role of each factor in the mass transfer of the
process is not always clear; the chemical characteristics of the solventand the diverse structures and compositions of the natural productsmean that each material–solvent system has a different behavior,which cannotbe predicted (Cacace & Mazza, 2002; Pinelo et al., 2005).
Different solvents have been used for the extraction of poly-
phenols from plant material. The extraction method must allowextraction of the principal compounds of interest, and it must avoidtheir chemical modication (Hayouni et al., 2007). The polarity of thesolvent plays an important role in the selective extraction. Water and
aqueous mixtures of ethanol, methanol, and acetone are commonlyused in plant extraction (Hayouni et al., 2007; Pompeu et al., 2009;Sun & Ho, 2005).
In recent studies on extracting the valuable compounds from plantmaterials, ultrasound assisted technology has been used (Santos et al.,
2010; Zou et al., 2010) and has been proven to be a desirable methodof extraction with many advantages such as increasing extractionyield reducing solvent usage, economizing power consumption andshortening extraction duration. The increase in extraction ef cient by
ultrasound is attributed to the propagation of ultrasound pressurewaves and resulting cavitation phenomena (Vilkhu, Mawson, Simons,& Bates, 2008; Zou et al., 2010).
In this paper, the extraction of anthocyanin and avanols from
jussara pulp was optimized by applying the RSM, employing a two-variable, three-level central composite design, evaluating the inu-ence of factors, extraction time and solid to liquid ratio in the processof extraction. Finally, the optimized conditions were validated. The
RSM study was preceded by the selection of the best solvent forobtaining avanol-enriched extracts and, by maceration process,anthocyanin-enriched extracts of jussara pulp.
2. Materials and methods
2.1. Plant materials
Samples of frozen pasteurized jussara pulp (E. edulis) were kindlysupplied by Alicon Industry, Santa Catarina State, Brazil. The jussara
pulp samples were produced from fruits harvested during the 2008season. The general properties of the pulp were maintained duringtransportation to the laboratory by keeping them in isothermal boxes
containing ice. In the laboratory the samples were stored at − 18 °Cuntil analysis.
2.2. Chemicals
Folin–Ciocalteu's phenol reagent, 2,2′-azino-bis (3-ethylbenzothia-zoline-6-sulfonic acid) diammonium salt (ABTS), 4-dimethylaminocin-namaldehyde (DMACA) and 6-hydroxy-2,5,7,8-tetramethylchromane-
2-carboxyl acid (Trolox) were purchased from Sigma Chemical Co. (St.Louis, MO, USA). Gallic acid and potassium peroxydisulfate wereobtained from Vetec (Rio de Janeiro, RJ, Brazil). Acetone, methanol,ethanol and hydrochloric acid were purchased from Sigma-Aldrich
Chemical, S.A. (Madrid, Spain). All other chemicals were of analytical
grade.
2.3. Selection of the solvent for extraction of total avanols (TF)
The rst set of tests focused on selecting an appropriate solvent toextract the TF from jussara pulp. Three independent extractions were
carried out using 10 g of jussara pulp and 100 mL (1:10) of fourteendifferent solvents: water/0.01 M HCl;water/0.1 M HCl (Del Pozo-Insfran,Talcott, & Brenes, 2004); methanol (Revilla, Ryan, & Martin-Ortega,
1998); methanol/water (50:50 v/v) (Pérez-Jiménez & Sauro-Calixto,
2006); methanol/0.01 M HCl; methanol/0.1 M HCl; methanol/1 M HCl(Revilla et al., 1998); ethanol; ethanol/water (70:30v/v); ethanol/water(50:50 v/v); ethanol/0.01 M HCl (Sun & Ho, 2005); acetone; acetone/water (80:20 v/v) and acetone/water (80:20 v/v) 0.01 M HCl (Ou,
Hampsch-Woodill, & Prior, 2001; Pérez-Jiménez & Sauro-Calixto, 2006;Yilmaz & Toledo, 2006). The extractions were conducted in amber glassbottles (250 mL) using a Unique 1400A ultrasonic bath (Unique, SãoPaulo, Brazil) with a thermostat (25 °C) for 15 min. The extracts were
centrifuged at 2000× g for 10 min using a Fanem centrifuge model 280R (Fanem, São Paulo, Brazil) and the TF content of the supernatantrecovered was immediately determined.
2.4. Selection of solvent for extraction of total monomeric anthocyanins
(TMA)
Another set of tests focused on selecting an appropriate solvent toextract the TMA from jussara pulp. Three independent extractions were
carried out using 10 g of jussara pulp and 100 mL (1:10) of thirteendifferent solvents: water/0.1 M citric acid; water/0.01 M citric acid;water/0.1 M HCl; water/0.01 M HCl (Kahkonen, Hopia, & Heinomen,2001); methanol; methanol/water (50:50 v/v); methanol/0.01 M HCl
(Revilla et al., 1998); methanol/1.5 M HCl; ethanol; ethanol/water(70:30 v/v) (Gallori et al., 2004); ethanol/water (50:50 v/v); ethanol/0.01 M HCl; and ethanol/1.5 M HCl (Fan, Yonbin, Gu, & Chen, 2008;Rosso et al., 2008). In the extraction of the anthocyanins using a
maceration process, the pulp samples were extracted in the dark bystirring with 50 mL in amber glass bottles with the temperaturecontrolled at −5 °C for24 h.The samples were ltered using a Buchnerfunnel. The extracts werethen centrifugedat 2000× g for10 minusing a
Fanem centrifuge model 280R (Fanem, São Paulo, Brazil) and the TMAcontent of the supernatant recovered was immediately determined.
2.5. Experimental design
The optimization of the phenolic content of avanol-enriched andanthocyanin-enriched extracts of jussara pulp was carried out using
an experimental plan based on a 32 full factorial central compositedesign. The real and coded variables were the extraction time (min, T)and solid to liquid ratio (g mL −1, Slr) (Tables 2 and 4).In the avanol-enriched extracts the parameters measured were the total phenolic
content, total avanols content and total antioxidant activity. For theanthocyanin-enriched extracts the dependent variables determinedwere the total phenolic content, total monomeric anthocyanins
content and total antioxidant activity. The experimental resultswere analyzed according to a mathematical model (Eq. (1)). For anyresponse (dependent variables) Y is usually unknown, however, it canbe estimated accurately through a second-order polynomial expres-sion that accounts for variations caused by linear and quadratic order
effects as well as by interactions (Montgomery, 2004).
Y = β 0 + β 1 X 1 + β 2 X 2 + β 12 X 1 X 2 ð1Þ
where Y represents the dependent variable (estimated response); β0,β1, β2, and β12 represent the equation coef cients; X1 and X2represent the independent variables studied, extraction time and
solid to liquid ratio, respectively. Analysis of variance was performedfor each response variable using the full models where p-values
(partitioned into linear and interaction factors) indicated whether the
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terms were signicant or not. To verify the adequacy of the models,experimental data were compared to the values predicted byregression models.
2.6. Total avanol content
The total avanol (TF) content of the jussara avanol-enrichedextracts was estimated using a modied p-dimethylaminocinnamal-dehyde (DMACA) method (Arnous, Markis, & Kefalas, 2002). To each
jussara extract (1 mL), 5 mL of DMACA solution (0.1% in 1 N HCl in
MeOH) was added. Followingthis, the absorbance at 640 nm was readusing a Hewlett-Packard spectrophotometer model HP 8452A(Cheadle Heath, Stockport Cheshire, UK). The results were expressedas milligrams of catechin equivalents (CAE) per 100 g−1 fresh matter
(FM).
2.7. Total monomeric anthocyanin content
The total monomeric anthocyanin (TMA) content of the jussaraextracts was measured using a spectrophotometric pH differential
protocol (Giusti & Wrolstad, 2001). The absorbance of the mixture
was measured at 510 and 700 nm using a Hewlett-Packard spectro-photometer model HP 8452A (Cheadle Heath, Stockport Cheshire,UK). The TMA content (mg 100 g−1 of fresh matter) was calculated asfollows: TMA= A× MW×1000/ (×C) where A is absorbance =
(A515–A700)pH1.0–(A515–A700)pH4.5; MW is the molecular weightwhich for cyanidin 3-glucoside= 490; ε is the molar absorptivitywhich for cyanidin 3-glucoside= 26,900; andC is the concentration of the buffer in mg per milliliter. Anthocyanin content was expressed as
mg cyanidin 3-glucoside equivalents (cy-3-glu) 100 g−1 FM.
2.8. Total phenolic content
The total phenolic (TP) contents of the jussara extracts were
measured using a modied colorimetric Folin–Ciocalteu method(Budini, Tonelli, & Girotti, 1980). Briey, a volume of 2.5 mL of deionized water and 100 μ L of a known dilution of the extract were
added to a 10 mL volumetric ask. Folin–Ciocalteu reagent (0.5 mL)was added to the solution. Aliquots (1.5 mL) of 20% sodium carbonatesolution were placed into the volumetric asks, and the mixture wasmade up to 10 mL with deionized water. The color was left to
developed over 120 min, and the absorbance was read at 765 nmusing a Hewlett-Packard spectrophotometer model HP 8452A(Cheadle Heath, Stockport Cheshire, UK). The results were expressedas mg gallic acid equivalent (GAE) per 100 g−1 fresh matter (FM).
2.9. Total antioxidant activity (TAA)
The TAA of the extracts was determined using the ABTS methodevaluated according to the decolorization of the ABTS radical cation(ABTS+) expressed as percentage inhibition (Re et al., 1999). ABTSwas dissolved in water to give a concentration of 7 mM. The ABTS
radical cation (ABTS+) was produced by reacting the ABTS stocksolution with 2.45 mM potassium persulfate andallowingthe mixture(1:1) to stand in the dark at room temperature for 16 h before use.After addition of 1.0 mL of diluted ABTS+ solution (A734 nm =0.700±
0.020) to 0.01 mL of sample the absorbance reading was taken after7 min of reaction using a Hewlett-Packard spectrophotometer modelHP 8452A (Cheadle Heath, Stockport Cheshire, UK). The percentageinhibition was calculated as: (1−absorbance after 7 min of reaction/
initial absorbance without sample)×100. The antioxidant activity of the samples was expressed as μ Mol Trolox equivalent antioxidant
capacity per 100 g−1
of fresh matter (μ Mol TEAC 100 g−1
FM).
2.10. Statistical analysis
Data for the extracts were reported as mean ± standard deviation(S.D.) of three replicates. The results were compared by one-way
analysis of variance (ANOVA) and Tukey's test was carried out toidentify signicant differences between the mean values. Correlationsbetweenparameters were examined using the Pearson correlation.All
analyses were performed using the software STATISTICA 7.0 (Statsoft
Inc., Tulsa, OK, USA) and differences at the 5% probability level( pb0.05) were considered statistically signicant.
3. Results and discussion
3.1. Selection of the solvent for extraction of total avanols (TF)
Preliminary trials were performed in order to determine therequiredsolvent for the extraction of TF from jussara pulp. The results show thatthe extraction of TF was dependent on the solvent used (Table 1), with
statistically signicant differences ( pb0.05) between the values for thesamples. The TF yield in the methanol extract was higher than those inthe acetone, ethanol and water extracts, which is consistent withpreviously reported results for other berries (Oliveira-Brett, Novak,
Janeiro, & Seruga, 2008; Sun & Ho, 2005). The methanol/0.1 M HCl wasthe most ef cient solvent presenting 94.13 mg CAE 100 g−1 FM,followed by methanol/1 M HCl and methanol/0.01 M HCl with 67.26
and 59.50 mg CAE 100 g−1 FM, respectively. The acidied methanol(HCl 0.01 M, 0.1 M or 1 M) provided an increase in the TF extractionef cient when compared with methanol and methanol/water(50:50 v/v) applied to the same sample. The polar solvents have
greater ability to extract phenolic compounds compared withapolar solvents (Hayouni et al., 2007). As mentioned above, ourresults clearly showed that a higher content of avanols wasobtained with an increase in the polarity of the solvent used. On
the other hand, the solubility of polyphenolic compounds and theirdiffusion to the solvent are dependent on their chemical structure,which may vary from simple to highly polymerized. Studies withaçaí (E. oleracea) demonstrate the presence of avanols, ava-
nones, proanthocyanins, hydroxycinnamic acid and hydroxyben-zoic acid in methanol extracts (Del Pozo-Insfran et al., 2004;Schauss et al., 2006; Talcott et al., 2008). The monomers of catechinand epicatechin have been found in the fruits in the polymer formcalled tannins or proanthocyanins (Marete, Jacquier, & O'Riordan,
Table 1
Total avanols (TF) and total monomeric anthocyanins (TMA) in E. edulis pulp extracts
obtained from different solvent extractions.
Solvent TF
(mg CAT 100 g−1
fresh weight)
TMA
(mg cy-3-glu 100 g−1
fresh weight)
Acetone 5.76± 1.13a –
Acetone/water (80:20 v/v) 8.78± 0.28cd –
Acetone/water (80:20 v/v) 0.01 M HCl 9.39±0.28
d–
Water/acid citric 0.1 M – 114.45±1.14e
Water/acid citric 0.01 M – 91.07±1.08d
Water/HCl 0.01 M 7.28± 1.03b 143.98±2.08g
Water/HCl 0.1 M 4.64± 0.78a 165.94±1.25i
Ethanol 5.50± 0.06a 21.60±1.35b
Ethanol/HCl 0.01 M 9.65 ±0.22d 136.12±1.62f
Ethanol/water (7 0:30 v/v) 44.37± 0.11e 197.56±1.72 j
Ethanol/water (50: 50 v/v) 7.35± 0.77bc 32.52±1.17c
Ethanol/HCl 1.5 M – 231.54±1.05m
Methanol 8.74± 0.85cd 17.74±1.56a
Methanol/water (50:50 v/v) 8.1± 0.11bcd 147.31±1.36h
Methanol/HCl 0.01 M 59.50 ±0.74f 205.90±1.58l
Methanol/HCl 0.1 M 94.13 ±0.90h –Methanol/HCl 1 M 67.26± 1.04g –Methanol/HCl 1.5 M – 254.57±1.84n
Values (mean± S.D., n =3) in thesame column followedby differentsuperscript letters
are signicantly different (Tukey's test, pb
0.05).
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2009; Pietta, 2000). The extraction of these components has beenreported in the literature using water/0.01 M HCl to break themolecules liberating residual sugars and organic acids; otherpolyphenolics with avanols were removed with methanol/
0.01 M HCl (Del Pozo-Insfran et al., 2004). Thus, as demonstratedin our study, methanol/0.1 M HCl is the most ef cient solvent forthe extraction of avanols such as catechin. The presence of an acid
in the solvent for the extraction of avanols enhances the
degradation of the plant material increasing the extraction capacityas well as the rate of extraction of bioactive compounds from thematrix. However, the acidity of the extraction solvent also affects
the chemical composition of extracts. Thus, according to the resultsof this study, and those previously reported in the literature, highconcentrations of mineral acids (1–2 M) cause hydrolysis of
avonoid glycosides, while some labile phenolic compoundspresent in the same material can be degraded under such harsh
conditions (Oliveira-Brett et al., 2008).
3.2. Selection of solvent for extraction of total monomeric anthocyanins
(TMA)
The selection of an appropriate solvent for the extraction of the
TMA from jussara pulp was the second stepin the preliminary studies.The different solvents clearly inuenced the TMA content of theextracts, with statistically signicant differences ( pb0.05) betweenthem (Table 1). The extraction of TMA with the solvents ethanol andmethanol was more ef cient than with water and mixed solvents.
Ethanol/1.5 M HCl, ethanol/1.5 M HCl and methanol/0.01 M HCl werethe most ef cient solvents, resulting in 254.57, 231.54 and 205.90 mgcya 3-glu 100 g−1, respectively (Table 1). The results of this studydemonstrate that acidied alcoholic solvents are effective in extract-
ing anthocyanins, which is in agreement with previous reports foranthocyanin extraction from jussara and açaí samples (Pompeu et al.,2009).
3.3. Response surface analysis
3.3.1. Flavanol-enriched extract The optimization of the extraction time and solid to liquid ratio in
terms of avanol compounds content in the avanol-enriched extract
(methanol/0.1 M HCl) of jussara pulp was carried out using anexperimental plan based on a 32 full factorial central composite design.According to the parameters in Table 2 and Fig. 1(A), the highest valuesof TF in the extract were reached when extraction was carriedout under
the conditions of experiments 3 (109.68 mg CAT 100 g−1 FW),6 (117.89 mg CAT 100 g−1 FW) and 9 (124.63 mg CAT 100 g−1 FW).These experiments have different extraction times (15, 30 and 45 min,
respectively) but the same solid to liquid ratio (1:100). The responsefunction models resulting from the statistical analysis of these valuesshowed their dependence on the two variables assayed for methanolextractions, whereas the variable extraction time was not signicant.
The calculated model is also able to explain 94% of the results for the TFcontent (Table 3). The statistical analysis also showed that the linearterms for solid-to-liquid ratio (F model =179.67; p =0.000001) and the
interaction extraction time and solid-to-liquid ratio (F model =8.60;
p= 0.0136) arehighly signi
cant( pb
0.05) intermsof TF content. Theseresults suggest that changes in the solid-to-liquid ratio and theinteractions between two variables had a signicant effect on the TF
content, although the effect of interactionwas less signicant, as shownby its smaller F value. The interaction indicated that the extraction timeand solid-to-liquid ratio enhance or reduce the extraction capability of the solvent. To obtain a simplied model for interpretation, all non-signicant terms ( pN0.05) and the linear term for extraction time
( p=0.87) were eliminated. The simplied model (Eq. (1)) for thevariables was obtained as:
Flavanols mg CAE 100 g 1
= 0 :37 Slr ð Þ + 0:0096 T ð Þ⋅ Slr ð Þ + 69:73 ð1Þ
where (Slr) is the solid-to-liquid ratio (g mL −1) and (T) is the
extraction time (min).The response surface for TP (Table 2 and Fig. 1(B)) indicates thatthe highest contents could also be achieved under the conditions of
experiments 3 (657.90 mg GAE 100 g− 1 FW), 6 (606.42 mgGAE 100 g−1 FW) and 9 (684.00 mg GAE 100 g−1 FW).
An increase in the solid-to-liquid ratio increases the phenoliccompound extraction, however the variable extraction time has a
signicant inuence on the model ( p=0.0033); in contrast to thebehavior observed for the TF content (Fig. 1(A)). Thus, the extractiontime and solid to liquid ratio variables were highly signicant(F model =515.37; pb0.00001), however, the interaction between
these two variables was not signicant (F model =4.72, p=0.0525).In addition, the statistical analysis carried out with the modelobtained demonstrated that the model explains 97% of the results(Table 4). The variable extraction time showed no signicant linear
effect on the TP content, suggesting a progressive release of solutefrom the solid matrix to the solvent for the extraction timesconsidered.
For TAA, Table 2 and Fig. 1(C) demonstrated that a higher solid toliquid ratio contributes to anincrease in the TAAas shownby the resultsof experiments 3, 6 and 9, which reveal differences in the TAA values( pb0.05). The highest extraction yield is achieved when the ultrasound
exposure time is in the range of 45–90 min (Huang et al., 2009; Vilkhuet al., 2008). As a consequence, an increase in the extracted solids wasobserved at higher solid-to-liquid ratio values. The interaction has a
Table 2
Extraction conditions of theexperimental design 32 setting in theoriginaland coded and uncoded formthe independentvariables (Ta, Slrb) and experimentalresults of total phenolic(TP) content, total avanols (TF) content, and total antioxidant activity (TAA).
Expt Ta Slrb TPc TFd TAAe
Exp. Pred. Exp. Pred. Exp. Pred.
1 −1 (15) −1 (1:10) 353.31 348.29 62.61 74.88 408.28 483.14
2 −1 (15) 0 (1:50) 497.78 468.69 104.50 95.48 670.47 783.14
3 −1 (15) 1 (1:100) 657.90 619.19 109.68 121.23 1435.53 1158.14
4 0 (30) −1 (1:10) 346.69 320.09 80.86 76.32 508.88 483.14
5 0 (30) 0 (1:50) 488.10 440.49 97.53 102.68 798.93 783.14
6 0 (30) 1 (1:100) 606.42 590.99 117.89 135.63 1567.99 1158.14
7 1 (45) −1 (1:10) 292.56 291.89 50.78 77.76 678.04 483.14
8 1 (45) 0 (1:50) 432.95 412.29 122.87 109.88 810.08 783.149 1 (45) 1 (1:100) 684.00 562.79 124.63 150.03 1696.55 1158.14
a T: extraction time (min).b Slr: solid to liquid ratio (g mL −1).c mg GAE 100 g−1 fresh weight.d mg CAT 100 g−1 fresh weight.e
μ mol TEAC 100 g−1
fresh weight.
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positive effect, in fact, the higher the solid-to-liquid ratio, the higher the
total amount of solids obtained, regardless of the time used. This isconsistent with masstransfer principles, which is greater when a highersolid-to-liquid ratio is used(Pastor-Cavada,Juan,Pastor, Alaiz, & Vioque,2009; Pinelo et al., 2005; Vilkhu et al., 2008).
3.3.2. Anthocyanin-enriched extractsFor the extraction of TMA methanol/1.5 M HCl was used, which
showed the best ef cient in the extraction of these compounds in thepreliminary tests (Table 1). Experiment 9 led to the highest content of
TMA with 456.78 mg cy-3-glu 100 g−1. As can be observed in Table 4and Fig. 2(A) these experiments differ in terms of extraction time
(1 to 24 h) and solid to liquid ratio (1:30 at 1:50). The statistical
analysis also demonstrated that the linear terms for solid to liquid
ratio (F model =5620.79; p=0.000001), extraction time (F model =22.04;
p= 0.00065) andthe interactionextraction timeand solid to liquidratio(F model =23.06; p =0.000556) for the anthocyanin-enriched extractswerehighly signicant( pb0.05). The results suggest that the changes in
the extraction mass–solvent ratio had a more signicant effect(F model =5620.79; p=0.000001) than the other variables in thisstudy. The simplied model (Eq. (2)) for the variables was obtained as:
Anthocyanins mg cy 3 glu 100 g 1
= 9:46 Slr ð Þ+ 151:12 T ð Þ + 9:67 Slr ð Þ T ð Þ
ð2Þ
where (Slr) is the solid to liquid ratio (g mL −1) and (T) is the
extraction time (h).
A
160
140
120
100
80
60
40
20
1 0 0
1 2 0
8 0
6 0
4 0
2
0
0 1 0
1 5
2 0
2 5
3 0
3 5
5 0
4 0
4 5
700
600
500
400
300
B
t i m e
( m i n u
t e s )
1 0
1 5
2 0
2 5
3 0
3 5
5 0
4 0
4 5
t i m
e ( m i
n u t e s
)
1 0
1 5
2 0
2 5
3 0
3 5
5 0
4 0
4 5
t i m e ( m i
n u t e s
)
R a t i o ( g . m
l )
1 0 0
1 2 0
8 0
6 0
4 0
2 0
0
R a t i o ( g . m l )
1 0 0
1 2 0
8 0
6 0
4 0
2 0
0
R a t i o ( g . m l )
200
300
400
500
600
700
800
200
600
1000
1400
1800
f l av an ol em g.1 0 0 g-1
ph en ol i c s m g.1 0 0 g-1
µm ol T r ol ox .m
g.1 0 0 g-1 1800
1600
1400
1200
1000
800
600
400
C
60
80
100
120
140
Fig. 1. Response surface plot for avanol-enriched extract for the effect of the extraction time (min), solid to liquid ratio (g mL −1) on the extraction of total avanols (TF) (A), total
phenolics (TP) (B), and total antioxidant activity (C) (TAA) from E. edulis pulp.
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The regression model is able to explain 99% of the results foranthocyanins extraction (Table 3).
This may be explained by the fact that glycosylated anthocyaninsin açaí are localized in the most external region of the fruits ( Pompeuet al., 2009) and thus less energy is required for their extraction.Extraction procedures have generally involved the use of acidic
solvents, which denature the membranes of the tissue cells andsimultaneously dissolve pigments. The acid tends to stabilize theanthocyanins, butit may also changethe nativeform of the pigment inthe tissue by breaking associations with metals, co-pigments, or other
factors (Castañeda-Ovandro, Pacheco-Hernández, Páez-Hernández,Rodriguez, & Andrés, 2009; Revilla et al., 1998).
The response surface for jussara total phenolic (TP) content as afunction of extraction time and solid to liquid ratio is shown in Table 4
and Fig. 2(B), and demonstrates that experiments 6 (756.98 mgGAE 100 g−1 FW), 8 (766.45 mg GAE 100 g−1 FW) and 9 (766.45 mgGAE 100 g−1 FW) have different extraction times (12 and 24 h) andthe same values for the solid to liquid ratio (1:30 and 1:50). The
statistical analysis demonstrated that the linear terms for extractiontime ( p =0.3600) and the interaction extraction time and solid toliquid ratio ( p= 0.2082) are not signicant variables for modelstatistics ( pN0.05). However, the variable solid to liquid ratio had a
signicant effect (F model =274.15; p =0.000001) with the concentra-tion of phenolic compounds increasing with increasing solid to liquidratio for the same time. Similar results were observed in a study byPompeu et al. (2009), which showed that the extraction of the
phenolic compounds from açaí was dependent on the mass-to-solvent ratio. The calculated model is also able to explain 97% of theresults in the case of phenolics extraction (Table 3).
For TAA, Table 4 and Fig. 2(C) demonstrated that a higher time
contributes to an increase in the TAA.
3.4. Validation of the optimized conditions
The optimized conditions obtained by RSM were used to validatethe predictive model of TF extraction in avanol-enriched extracts
and TMA in anthocyanin-enriched extracts of jussara pulp. The results(Table 4) showed that the experimental optimized conditionsselected for avanol-enriched extracts were: solid to liquid ratio of between 1:50 and 1:100 and extraction time of 15 min. These
conditions may also be applied for TP and TAA extractions. Theoptimized conditions for anthocyanin-enriched extracts were: solid toliquid ratio of between 1:30 and 1:50 and extraction time of 24 h.Again, the same optimized conditions can be applied to TP and TAAextractions.
3.5. Correlation analysis
For the avanol-enriched extract the correlations between TF andTAA, TF and TP, and TP and TAA were statistically signicant ( pb0.05),with R 2 values of 0.64, 0.61 and 0.62, respectively. For the
anthocyanin-enriched extract the correlations between TMA andTAA, TMA and TP, and TP and TAA also were statistically signicant( pb0.05), with R 2 values of 0.99, 0.87 and 0.98, respectively. Severalstudies have suggested that the anthocyanin content and its
corresponding antioxidant activity, contribute to the protective effectof fruits and vegetables against degenerative and chronic diseases(Castañeda-Ovandro et al., 2009; Gao & Mazza, 1996; Yilmaz &Toledo, 2006).
4. Conclusions
The experimental design approach was successfully applied in theoptimization of the conditions for the extraction of avanols andanthocyanins from jussara (E. edulis) pulp. The variables investigatedin this study, extraction time and solid to liquid ratio, can inuence
the extraction performance. The antioxidant capacity was moderatelycorrelated with avanol content, but highly correlated with anthocy-anin content. Further work is required to investigate the contributionof individual anthocyanins, avanols and other compounds to the
Table 3
Analysis of variance (ANOVA) and regression coef cients of the second order
polynomial equation for total phenolic (TP), total avanols (TF), total monomeric
anthocyanins (TMA) and total antioxidant activity (TAA) in the avanol-enriched
extract and anthocyanin-enriched extract from E. edulis pulp.
Regression
coef cients
Extract
(avanol-enriched)
Extract
(anthocyanin-enriched)
TPa TFb TAAc TPa TMAb TAAc
Intercept β0 346.39⁎ 69.73⁎ 408.13⁎ 532.58⁎ 178.79⁎ 615.42⁎
Linear β1 −1.88 −0.50 −0.68 −11.38 151.12⁎ −11.12
β2 3.01⁎ 0.37⁎⁎ 7.50⁎⁎ 197.41⁎ 9.46⁎ 12.89⁎
Interaction β12 0.02 0.009⁎⁎ 0.093 15.94 9.66⁎ −0.03
r2 0.97 0.94 0.62 0.98 0.99 0.99
a mg GAE 100 g−1 fresh weight.b mg CAT 100 g−1 fresh weight.c μ mol TEAC 100 g−1 fresh weight.⁎ p≤0.01.
⁎⁎ p≤0.05.
Table 4
Extraction conditions of theexperimental design 32 setting in theoriginaland coded and uncoded formthe independentvariables (Ta, Slrb) and experimentalresults of total phenolic(TP) content, total monomeric anthocyanins (TMA) content, and total antioxidant activity (TAA).
Expt Ta Slrb TPc TMAd TAAe
Exp. Pred. Exp. Pred. Exp. Pred.
1 −1 (1) −1(1:10) 364.43 483.14 30.86 25.54 709.65 744.32
2 −1 (1) 0 (1:30) 567.90 633.14 60.89 57.70 994.56 1002.12
3 −1 (1) 1 (1:50) 721.00 783.14 313.77 303.40 1873.83 1259.92
4 0 (12) −1 (1:10) 525.44 483.14 166.84 140.24 1339.25 744.32
5 0 (12) 0 (1:30) 584.86 633.14 203.56 193.63 1213.89 1002.12
6 0 (12) 1 (1:50) 756.98 783.14 307.89 247.04 1435.99 1259.92
7 1 (24) −1 (1:10) 303.63 483.14 300.56 265.33 678.05 744.32
8 1 (24) 0 (1:30) 766.45 633.14 352.04 341.93 1764.40 1002.129 1 (24) 1 (1:50) 806.37 783.14 456.78 418.52 1459.00 1259.92
a T: extraction time (min).b Slr: solid to liquid ratio (g mL −1).c mg GAE 100 g−1 fresh weight.d mg cy-3-glu 100 g−1 fresh weight.e
μ mol TEAC 100 g−1
fresh weight.
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antioxidant capacity of extracts of jussara produced in the conditionsoptimized.
Acknowledgements
The authors are grateful to the National Council of Technologicaland Scientic Development (CNPq) fornancial support and to AliconIndustrial Ltda for their collaboration in the sample collection.
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