ContentslistsavailableatScienceDirect
Industrial
Crops
and
Products
j ourna l h o m e pa g e : w w w . e l s e v i e r . c o m / l o c a t e / i n d c r o p
Improving
bioactive
compounds
extractability
of
Amorphophallus
paeoniifolius
(Dennst.)
Nicolson
Anabela
S.G.
Costa
a,
João
C.M.
Barreira
a,b,
Adilson
Ruas
a,
Ana
F.
Vinha
a,c,
Filipa
B.
Pimentel
a,
Rita
C.
Alves
a,d,∗,
Isabel
C.F.R.
Ferreira
b,
M.
Beatriz
P.P.
Oliveira
aaREQUIMTE,LAQV/DepartamentodeCiênciasQuímicas,FaculdadedeFarmácia,UniversidadedoPorto,RuaJorgeViterboFerreira,228,4050-313Porto,
Portugal
bMountainResearchCenter(CIMO),ESA,PolytechnicInstituteofBraganc¸a,Apartado1172,5301-855Braganc¸a,Portugal cFCS-UFP/FaculdadedeCiênciasdaSaúde,UniversidadeFernandoPessoa,RuaCarlosdaMaia,296,4200-150Porto,Portugal
dREQUIMTE,LAQV/InstitutoSuperiordeEngenhariadoPorto,InstitutoPolitécnicodoPortoRuaDr.AntónioBernardinodeAlmeida,431,4200-072Porto,
Portugal
a
r
t
i
c
l
e
i
n
f
o
Articlehistory: Received24May2015
Receivedinrevisedform4November2015 Accepted6November2015
Availableonline21November2015 Keywords:
Elephantfootyamextracts Bioactivecompounds Phenolics
Antioxidantactivity
a
b
s
t
r
a
c
t
Elephantfootyam(Amorphophalluspaeoniifolius(Dennst.)Nicolson)isanunderground,unbranched deciduousplantthatproducesalargetubercle(rhizome)withrecognizedhealtheffects.Inthisstudy,the influenceofsolventnature(water,water/etanol(1:1)andabsoluteethanol)andprocessingtype(fresh, lyophilizedandboiled)ontheantioxidantactivityandbioactivecompoundsextractabilityofelephant footyamwasevaluated.Extractswerecomparedfortheircontentsintotalphenolics,flavonoidsand tan-nins.Moreover,theirantioxidantcapacitywasassessedbytheferricreducingantioxidantpower(FRAP) andthe2,2-diphenyl-1-picrylhydrazylradical(DPPH•)scavengingcapacityassays.Phenolics(154mg GAE/L)andtannins(109mgGAE/L)weremaximizedinlyophilizedsamplesextractedwiththe hydroal-coholicsolvent,whichattainedalsothehighestFRAPvalue(711mgFSE/L).Inturn,flavonoidsreached thehighestyieldsinlyophilizedsamples(95mgECE/L)extractedwithpureethanol,aswellasthehighest DPPH•scavengingactivity.Thesefindingsmighthavepracticalapplicationstodefinethebestprocessing methodologyregardingtheenhancementofelephantfootyam,eitherforpromptconsumption,aswell astodevelopfoodsupplementsorpharmaceuticalrelatedproducts.
©2015ElsevierB.V.Allrightsreserved.
1. Introduction
Oxidativestressis involved in theetiology ofvarious disor-dersanddiseases,beingreasonabletoexpectbeneficialeffectsof antioxidantsinmaintainingourhealthandloweringdiseaserisk (Kris-Ethertonetal.,2002;Niki,2010).Someantioxidantscanbe producedinthebody, buttheamountsmaybeinsufficient, par-ticularlyunder conditions where production of free radicals is increased.Plantsarenatural alternativesources ofantioxidants that mightcomplement the production of thesecompounds in livingorganisms.Theantioxidantactivityinplants isoften cor-relatedtotheirphenolic contents(Caiet al.,2004; Razalietal., 2012).Inaddition,therehasbeenalargevolumeofworkaimed
∗ Correspondingauthorat:REQUIMTE,LAQV/DepartamentodeCiênciasQuímicas, FaculdadedeFarmácia,UniversidadedoPorto,RuaJorgeViterboFerreira,228, 4050-313Porto,Portugal.Fax:+351220184958.
E-mailaddress:rita.c.alves@gmail.com(R.C.Alves).
at scientific validation of the efficacy of herbal drugs used in thetraditionalmedicine.Furthermore,thepreparationofdietary supplements/nutraceuticalsandsomepharmaceuticalproductsis increasinglybasedontheextractionofbioactivecompoundsfrom naturalmatrices(DaiandMumper,2010).
Amorphophallussp.areperennialherbaceousplants,growingin mountainorhillyareasinsubtropicalregions(Ishrudetal.,2001). Elephantfootyam(Amorphophalluspaeoniifolius(Dennst.) Nicol-son)isanunderground,unbranchedplantwithlargestoutmottled leaves.Theleafblade,whichsitsatopathickfleshystem,isdivided intohundredsofleaflets,varyingamong5and12.5cmlong,with highlyridgeovateoroblongshape.Theplantisdeciduous,dying backtoalargetubercle(rhizome),weighingupto8kgand reach-ingupto50cmindiameter(Sahaetal.,2013;UpretyandPoudel, 2010).Analgesic(Deyetal.,2010),antioxidant(Jayaramanetal., 2010),antibacterial,antifungal(Khanetal.,2008)andcytotoxic (Jayaraman etal., 2007;Khanet al., 2008)activities havebeen described.Therefore,itisassumablethatelephantfootyammight beanimportantsourceofbioactivecompoundssinceitisoften http://dx.doi.org/10.1016/j.indcrop.2015.11.019
A.S.G.Costaetal./IndustrialCropsandProducts79(2016)180–187 181
usedforthetreatmentofpiles,dyspnea,splenomegaly,andcough (RastogiandMehrotra,1995),beingalsorecognizedasanalgesic, livertonic,thermogenic,anthelminticanddiuretic(Arya,1994).
The effectiveness of bioactive compounds extraction from plants,as wellastheircorrespondingactivity,is highly depen-dentonfactorssuchasdifferenttypesofsolvent,solvent-to-solid ratios, extraction times and temperatures(Pinelo et al., 2005), and specially the solventpolarity (Razali et al., 2012). Accord-ingly,this workwasdesignedtoverifytheinfluenceofsolvent nature(water,water:ethanol (1:1)and ethanol)and processing type(fresh,lyophilizedandboiled)ontheantioxidantactivityand bioactivecompoundsextractabilityofelephantfootyam.Extracts werecomparedregardingtheirtotalphenolics,flavonoidsand tan-ninscontents.Moreover,theirantioxidantcapacitywasassessed bytwo complementaryprocedures:theferricreducing antioxi-dantpower(FRAP)methodandthe2,2-diphenyl-1-picrylhydrazyl radical (DPPH) scavenging capacity assay. The obtained results mighthavepracticalapplicationswhendecidingthebest process-ingmethodologyregardingtheenhancementofelephantfootyam extracts,eitherforpromptconsumptionaswellastodevelopfood supplementsorpharmaceuticsrelatedproducts.
2. Materialsandmethods 2.1. Reagentsandstandards
Gallic acid, epicatechin, Folin–Ciocalteu’s phenol reagent, DPPH•(2,2-diphenyl-1-picrylhydrazylradical),sodiumnitrite, fer-ricchloride,aluminumchloride,TPTZ(2,4,6-tripyridyl-s-triazine) solution,andferroussulfateheptahydratewereallobtainedfrom Sigma–Aldrich (St. Louis, U.S.A). Anhydrous sodium carbonate, sodium hydroxide and absolute ethanol were purchased from Merck(Darmstadt, Germany).Ultrapure water wastreatedin a Milli-Qwaterpurificationsystem(Millipore,Bedford,MA,USA)and usedtoprepareallaqueoussolutions.
2.2. Samplesandsamplespreparation
Elephantfootyam(A.paeoniifolius(Dennst.)Nicholsonwas col-lectedfromBaucau,adistrictofEastTimor,ontheNortherncoastin theEasternpartofthecountry.Voucherspecimenswerenumbered anddepositedinthelocalherbarium.Samplesweresubmittedto differentconservationprocesses(fresh,boiledandlyophilized).For thepreparationofthecookedsample,cubesofpeeledtuberswere boiledat100◦Cforabout40min,simulatingthedomesticcooking process.Afterwards,allvisiblewaterwasdrainedout.Toobtain lyophilizedsamples,fine-cutpeeledtuberswerefrozen(−20◦C) and lyophilized (Telstar Cryodos-80 Terrassa, Barcelona). Sam-plesobtainedfromdifferentconservationprocesseswereground (GrindomixGM200,Retsch,Haan,Germany)andusedtoprepare theextractsdescribedinthenextsection.
2.3. Extractspreparation
Extracts were prepared using three different solvents: (i) ethanol,(ii)waterand(iii)ethanol:water50:50(v/v).Three indi-vidualsamples of fresh,boiled and lyophilizedfoot yam were testedwitheachsolvent.Eachsample(≈1g)wasextractedby stir-ringwith50mlofthecorrespondingsolvent,at40◦C, 600rpm, for1handfilteredthroughWhatmanNo.4paper.Theresidues werethenextractedwithadditionalportionsofthecorresponding solvents.Thecombinedextractsofeachsolventwereevaporated (ethanol)underreducedpressure(Rotavapor®R-210,Büchi,Flawil, Switzerland)orfrozenand lyophilized(water)and re-dissolved inthecorrespondingextractatanadequateconcentration.Stock solutionswerestoredat4◦Cforfurtheruse;alltheassayswere
carriedoutintriplicateandtheresultswereexpressedasmean values±standarddeviations(SD).
2.4. Totalphenolics
Totalphenoliccontentsofdilutedextracts(1:10v/v)were deter-minedaccordingtoAlvesetal.(2010).Briefly,500lofeachextract weremixedwith2.5mloftheFolin–Ciocalteaureagent(1:10)and 2mlofasodiumcarbonatesolution(7.5%m/v).Themixturewas firstincubatedat45◦C,during15min,followedby30min incuba-tionatroomtemperaturebeforeabsorbancereadingsat765nm. Totalphenoliccontentswerecalculatedfromacalibrationcurve preparedwithgallicacid(10–100mg/L;r=0.9997)andexpressed asmgofgallicacidequivalents(GAE)/Lofextract.
2.5. Totalflavonoids
TotalflavonoidcontentsweredeterminedaccordingtoSoares et al. (2013). Aliquotsof 1ml of extract weremixed with4ml ofdistilledwaterand300lof5%sodiumnitrite.After5minat roomtemperature,300lof10%AlCl3wereadded,followed(after 1min)by2mlofsodiumhydroxide(1M)and2.4mlofultrapure water. Theabsorbancewasrecorded at510nm. Totalflavonoid contentswerecalculatedthroughacalibrationcurveof epicate-chin(50–450mg/L;r=0.9998)andexpressedasmgofepicatechin equivalents(ECE)/Lofextract.
2.6. Totaltannins
Total tannins contents were determined according to Shad etal.(2012),withslightmodifications.Briefly,500lofextract (dilutedat1:10whennecessary)weremixedwith2.5mlofthe Folin–Ciocalteureagent(1:10).After3min,2mlofsodium carbon-ate(7.5%m/v)wereadded.Themixturewaskeptinthedarkfor 2h.Absorbancereadingswerecarriedoutat725nm.Tannins con-tentwascalculatedfromacalibrationcurvepreparedwithgallic acid(10–100mg/L;r=0.9997)andexpressedasmgofgallicacid equivalents(GAE)/Lofextract.
2.7. Antioxidantactivity 2.7.1. DPPHscavengingactivity
Theradicalscavengingabilityofextractswasanalyzed accord-ing tothemethoddescribed byHariniet al.(2012) withsome modifications.Briefly,14lofdilutedextract(1:10v/v)weremixed with186lofafreshlypreparedDPPH•solution(6.0×10−5mol/L inethanol).Theabsorbancedecreaseat525minwasmeasuredin timeintervalsof2min,inordertoobservethereactionkinetics. Thereactionendpointwasattainedin40min.Theradical scaveng-ingactivity(RSA)wasexpressedaspercentageofinhibitionand calculatedusingthefollowingequation:
%RSA=Acontrol−Asample Acontrol ×100
2.7.2. Ferricreducingantioxidantpower(FRAP)assay
TheFRAPassaywasperformedaccordingtoBenzieandStrain (1996)withslightmodifications.Briefly,90lofdilutedextract (1:10v/v)weremixedwith270lof distilledwaterand 2.7ml oftheFRAPsolution(containing0.3Macetatebuffer,10mMTPTZ solution, and 20mM of ferric chloride). After homogenization, themixture waskeptfor 30minat 37◦C protected fromlight. Absorbance was measured at 595nm. A calibration curve was preparedwithferroussulfate(50–450mg/L,r=0.9998)andferric
Fig.1.Interactionsbetweensolventtype(ST)andprocessingtype(PT)effectsonthebioactivecompoundsofA.paeoniifoliussamples.Totalphenolics(A),totaltannins(B), totalflavonoids(C).
A.S.G.Costaetal./IndustrialCropsandProducts79(2016)180–187 183
Table1
Bioactivecompoundscontentsobtainedforthepolarextractsoffootyamsubmittedtodifferentprocessingtypesa.
Totalphenolics(mgGAE/L) Totaltannins(mgGAE/L) Totalflavonoids(mgECE/L)
Solvent type (ST) Water 43±17 41±16 18±7 Water:ethanol(1:1) 132±79 129±78 58±32 Ethanol 69±71 29±9 41±39 pvalue(n=54) <0.001 <0.001 <0.001 Processing type (PT) Fresh 24±11 26±7 10±5 Lyophilized 154±68 109±83 70±33 Boiled 67±47 64±46 37±23 pvalue(n=54) <0.001 <0.001 <0.001 ST×PT pvalue(n=162) <0.001 <0.001 <0.001
aTheresultsarepresentedasmean±SD.GAE,gallicacidequivalents;ECE,epicatechinequivalents.
reducingantioxidantpowerwasexpressedasmgofferroussulfate
equivalents(FSE)/Lofextract.
2.8. Statisticalanalysis
Allstatisticaltestswereperformedata5%significancelevel,
usingSPSSv.22.0program(IBMCorp.,Armonk,NY,USA).Foreach
processingtype(PT)andsolventtype(ST),threesampleswere
ana-lyzed,withalltheassaysbeingalsocarriedoutintriplicate.The
resultsareexpressedasmeanvalue±standarddeviation(SD).
Ananalysisofvariance(ANOVA)withtypeIIIsumsofsquares
wasperformedusingtheGLM(GeneralLinearModel)procedure
oftheSPSSsoftware.Thedependentvariableswereanalyzedusing
2-wayANOVA,withthefactorsPTandST.Inthiscase,whena
sta-tisticallysignificantinteraction(PT×ST)isdetected,themultiple
comparisonsclassificationresultscannotbeconsidered,andthe
twofactorsshouldbeevaluatedsimultaneouslybytheestimated
marginal meansplots for alllevels of each singlefactor.
Alter-natively,ifnostatisticalsignificantinteractionisverified,means
mightbecomparedusingTukey’shonestlysignificantdifference
(HSD)multiplecomparisontest.
Further,alineardiscriminantanalysis(LDA)wasusedto
com-paretheeffectofthePTandSTonantioxidantactivityandextracted
bioactivecompounds. Astepwisetechnique, usingtheWilks’
methodwiththeusualprobabilitiesofF(3.84toenterand2.71
to remove), was applied for variable selection. This procedure
usesacombinationof forwardselection andbackward
elimina-tionprocesses,wheretheinclusionofanewvariableispreceded
byensuringthatallvariablesselectedpreviouslyremain
signifi-cant(Maroco,2003;Lópezetal.,2008).Withthisapproach,itis possibletoidentifythesignificantvariablesobtainedforeach sam-ple.Toverifythesignificanceofcanonicaldiscriminantfunctions, theWilks’testwasapplied.Aleaving-one-outcross-validation procedurewascarriedouttoassessthemodelperformance.
3. Resultsanddiscussion
Inwhatregardstoantioxidantactivity,twoassayswere per-formedtoevaluatedifferentmechanismsofaction:ferricreducing antioxidantpower(FRAP),anelectrontransfermethod,which can-notdetectcompoundsthatactbyradicalquenching,butdetects compounds with redox potentials lower than 0.7V (the redox potentialofFe3+-TPTZ);andtheDPPH•scavengingassay,wherethe radicalsmaybeneutralizedeitherbydirectreductionviaelectron transfers,orbyradicalquenchingviaHatomtransfer(Prioretal., 2005).Also,threegroupsofcompoundswerequantified,namely totalphenolics,totaltanninsandtotalflavonoids.Besidesstudying theeffectsofphysicalvariablesrelatedwithmasstransfer kinet-ics(specificallythesolventtype),itwasalsointendedtoverifyif thewayinwhichthestudiedmatriceswereprocessedexerteda significanteffect.
Theeffects ofsolventand processingwereevaluatedby fix-ingoneofthefactors,i.e.,theresultsarepresentedasthemean valueofeachST,includingallthePT,andasthemeanvalueofeach PT,withthecontributionofallST.Hence,thestandarddeviation valuesshouldnotbelookedupasameasureofassays repeatabil-ity.AsitcanbeconcludedfromTables1andTable2,eachfactor showedasignificanteffectpersi,buttheinteractionamong fac-tors(ST×PT)wasalsoasignificant(p<0.001)sourceofvariation forallparameters, indicatinga strongdependence betweenthe solventusedandthewayinwhichsampleswereprocessed.This significantinteractionmightbeeasilyobservedintheestimated marginalmeans(EMM),wherethevariationintotalphenols, tan-ninsandflavonoids(Fig.1A–C)amongfresh,lyophilizedandboiled sampleswereclearlydependentonthesolventtype.Forinstance, tanninlevelsaresimilarforfresh,lyophilizedandboiledsamples whenextractedwithwaterorethanol, butcompletelydifferent when extractedwiththe hydroalcoholicsolvent(Fig.1B). Like-wise, whileDPPH• wasmaximal in boiledsampleswhenusing water orwater:ethanol,thehighestactivityinlyophilized sam-pleswasreachedwhenthesampleswereextractedwithethanol
Table2
Antioxidantpropertiesobtainedfortheextractsoffootyamsubmittedtodifferentprocessingtypesa.
DPPH•scavengingactivity(%ofinhibition)b FRAPassay(mgFSE/L)
Solvent type (ST) Water 26±9 116±20 Water:etanol(1:1) 57±21 505±248 Ethanol 49±35 287±273 pvalue(n=54) <0.001 <0.001 Processing type (PT) Fresh 18±8 97±53 Lyophilized 61±29 506±259 Boiled 53±18 306±244 pvalue(n=54) <0.001 <0.001 ST×PT pvalue(n=162) <0.001 <0.001
aTheresultsarepresentedasmean±SD.FSE,ferroussulphateequivalents. bDilutedextracts(1:10)weretestedagainstaDPPH•solutionof6×10−5mol/L.
Fig.2.Interactionsbetweensolventtype(ST)andprocessingtype(PT)effectsontheantioxidantactivityofA.paeoniifoliussamples.DPPH•scavengingassay(A),FRAPassay
(B).
(Fig.2A).Ontheotherhand,theferricreducingpowerremained nearlythesamefor fresh,lyophilizedandboiledsampleswhen thesewereextractedwithwater,butthesamesamplesgave sig-nificantdifferencesifextractedwithethanolorthewater:ethanol (Fig.2B).Besidestheindividualvariations,somegeneral conclu-sionsmightalsobedrawnfromtheEMM:forinstance,thehighest amountsoftotalphenolics(132mgGAE/Lextract)andtotaltannins (129mgGAE/Lextract),aswellasthemostpowerfulFRAP(505mg FSE/L)wereachieved withthehydroalcoholic solvent;aqueous extractsrevealedthe lowestcontents in total phenolics (43mg GAE/Lextract),totalflavonoids(18mgECE/Lextract)andalsothe weakestDPPH•scavengingactivity(26%)andFRAP(116mgFSE/L extract);total tanninscontentpresented theleast value(29mg GAE/Lextract) in ethanol extracts.In previousstudies,ethanol extractswerereportedashavingthehighestantioxidantefficiency alongwiththehighcontentofphenoliccompounds(Angayarkanni etal., 2010; Jayaprakashaet al., 2008). Herein,thebestresults wereobtainedwithwater:ethanol(1:1),potentiallyindicatingthe presenceofphenolicacids(whicharereadilysolubleinwater)or ahighpercentageof glycosylatedphenolics(it isawell-known factthatglycosylationincreasesthewatersolubilityofphenolic compounds).Besidesthepolarityofextractionsolventsandthe sol-ubilityofphenoliccompounds,differencesmightalsobeexplained bychangesintherateofmasstransfer(Bietal.,2009).Regarding thetypeofprocessing,lyophilizedsamplesallowedthebestresults forallassays,exceptforDPPH•scavengingactivity,whereitwasnot possibletodifferentiatefromlyophilizedandboiledsamples.The
detectedamountsofbioactivecompoundsaregenerallyin agree-mentwithpreviousresultsinalcoholicextractsofelephantfoot yam(Angayarkannietal.,2010;Natarajetal.,2009).
Sincetheantioxidantactivityisoftencorrelatedwiththe con-tents in total phenolics of a determined matrix (Razali et al., 2012),thecorrelationcoefficientsamongbioactivecompoundsand antioxidantactivitywerealsocalculated.Despitethefactthatthe DPPHassayisrepresentativeofthecapacity oftestcompounds toscavengefreeradicalsindependentlyfromanyenzymatic activ-ity,thedetectedcorrelationswerehigherforFRAPassay,especially withtotalphenolics(y=18.01+3.49x,R2=0.91)andtotalflavonoids (y=3.71+7.69x,R2=0.95).
Inthefollowingsectiontheresultsobtainedfromthe conju-gatedanalysisofallparametersarecomprehensivelyanalyzed.This approachwasfollowedusinglineardiscriminantanalysisinorder tohaveanintegratedperspectiveabouttheeffectofsolventand processingontheantioxidantactivityandbioactivecompounds amounts.Thesignificantindependentvariables(evaluated param-eters) were selectedusing the stepwise procedureof the LDA, accordingtotheWilks’test.Onlyvariableswithastatistically significantclassificationperformance (p<0.05)werekeptinthe analysis.
Starting with the ST effect, two significant functions were defined(plottedinFig.3),whichintegrated100.0%oftheobserved variance(first,80.3%;second,19.7%).Asitcanbeobserved,the naturally occurring groups (each used solvent) were not com-pletely individualized. However, the classification performance
A.S.G.Costaetal./IndustrialCropsandProducts79(2016)180–187 185
water
water:etanol (1:1) ethanol group centroid
Fig.3.Discriminantscoresscatterplotofthecanonicalfunctionsdefinedforbioactivecompoundscontentsandantioxidantactivityresultsaccordingwithsolventtype(ST).
fresh lyophilized boiled group centroid
Fig.4. Discriminantscoresscatterplotofthecanonicalfunctionsdefinedforbioactivecompoundscontentsandantioxidantactivityresultsaccordingwiththeprocessing type(PT).
Table3
ContingencymatrixobtainedusingLDAbasedonantioxidantactivityandbioactive compoundscontentsofelephantyamextracts.
Predictedgroupmembership Total Sensitivity(%)
Water Water:etanol(1:1) Ethanol
Water 54 0 0 54 100
Water:etanol(1:1) 18 36 0 54 67
Ethanol 18 0 36 54 67
Total 90 36 36 162 78
Specificity(%) 60 100 100 87
wassatisfactory,resultingin78% ofcorrectlyclassifiedsamples
(sensitivity)and87%ofoverallspecificitywithintheleave-one-out
cross-validationprocedure(Table3).Theanalysiskeptallvariables
inthefinaldiscriminantmodel,beingverifiedthattotaltanninsand DPPH•scavengingactivity(bothhigherinhydroalcoholicsamples) werethevariableswiththehighestcorrelationwithfunction1and 2,respectively.Thediscriminantpowerproportionofthenth func-tionmaybeestimatedbytheratioamongitsownvalueandthe sumofalldiscriminantfunctionsvalues.Thecanonical discrimi-nantfunctioncoefficientsallowedobtainingthefollowingmodel:
D1 =−1.20+0.003×phenolics+0.02×tannins−0.14 ×flavonoids−0.002×DPPH+0.02×FRAP
Regarding classification function coefficients, the following functionswereobtained:
water=−5.08+0.14×phenolics+0.04×tannins−0.32 ×flavonoids+0.42×DPPH−0.04×FRAP
water;ethanol=−9.76+0.06×phenolics+0.10×tannins −0.52×fla
v
onoids+0.34×DPPH−0.02×FRAPethanol=−4.70−0.01×phenolics+0.04×tannins−0.05 ×flavonoids+0.31×DPPH−0.04×FRAP
ForPT,thediscriminantmodelselectedalso2significant func-tions(Fig. 4), which included 100.0% of the observed variance (function1:75.1%,function2:24.9%).Intheobtainedmodel,all sampleswerecorrectlyclassified(sensitivityandspecificitywere obviously100.0%).Allvariableswereincludedinthefinalmodel, withDPPH•scavengingactivityandtotalphenolics(bothhigherin lyophilizedsamples)asthevariableswiththehighestcorrelation withfunction1and2,respectively.
The canonical discriminant function coefficients allowed obtainingthefollowingmodel:
D1 =−6.63−0.14×phenolics+0.11×tannins−0.12×flavonoids +0.36×DPPH−0.03×FRAP
Regarding classification function coefficients, the following functionswereobtained:
fresh=−10.59−0.40×phenolics+0.44×tannins+0.27 ×flavonoids+1.66×DPPH−0.16×FRAP
4. Conclusions
Thestatisticalinteractionamongthetypeofsolventandtype ofprocessingwassignificantinallcases,showingthattheeffects causedbyeachselectedsolventmightdependontheforminwhich thesamplewasprocessed.Inaddition,theresultsobtainedwith LDA indicatethat type ofprocessing had a higherinfluence on theantioxidantactivityandbioactivecompoundscontentofthe extractsthantheextractionsolvent.Phenolsandtannins concen-trationsweremaximizedinhydroalcoholicextractsoflyophilized samples(which presentedalso thehighest FRAP values),while flavonoids reachthe highest yieldsin ethanolic extracts ofthe lyophilizedsamples(whichalsoshowedthehighestDPPH scav-engingactivity).Thesefindingsmighthavepracticalapplications todefinethebestprocessingmethodologyregardingthe enhance-mentofelephantfootyam,eitherforpromptconsumptionaswell astodevelopfoodsupplementsorpharmaceuticsrelatedproducts.
Acknowledgments
J.C.M.BarreiraandR.C.AlvesthanktoFCT,POPH-QRENandFSE fortheirgrants(SFRH/BD/76019/2011andSFRH/BPD/68883/2010, respectively).Thisworkreceivedfinancialsupportfromthe Euro-peanUnion(FEDERfundsthroughCOMPETE)andNationalFunds (FCT)throughprojectLAQVUID/QUI/50006/2013.Thisworkalso receivedfinancialsupportfromtheEuropeanUnion(FEDERfunds) undertheframeworkofQRENthroughProject NORTE-07-0124-FEDER-000069.
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