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Effect of cinnamaldehyde on interfacial rheological properties of proteins adsorbed at O/W interfaces

Abstract

The dynamics of heterogeneous food products such as emulsions can be affected significantly by the interfacial properties of their interfaces. Proteins are widely used to increase the stability of these food products. This work compares the interfacial properties of a model protein (whey protein isolate, WPI) and silkworm pupae (SLW) adsorbed at the O/W interface. A natural aldehyde (cinnamaldehyde, CNM) was used for both protein systems in order to promote protein-protein interactions. Interfacial properties were characterised during protein adsorption and after reaching a quasi-equilibrium state by means of oscillatory and step dilatational, and oscillatory interfacial shear measurements. The results obtained from dilatational and interfacial shear tests showed that the use of CNM resulted in the development of stronger interfaces, with higher values for the dilatational and surface shear storage moduli, and a lower loss tangent. Step-dilatation tests indicated that the addition of CNM also resulted in more homogeneous interfaces. Our results show that CNM addition can enhance the surface properties of SLW, to a level which is close to the properties of un-modified WPI stabilized interfaces.

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Effect of cinnamaldehyde on interfacial rheological properties of proteins adsorbed at O/W interfaces

Author: Félix Ángel, Manuel; Yang, Jack; Guerrero Conejo, Antonio Francisco; Sagis, Leonard M.C.
Publisher: Elsevier
Year: 2019
DOI: 10.1016/j.foodhyd.2019.105235
Source: https://idus.us.es/bitstreams/35e7c48f-9897-4cd5-8daf-38a081a86434/download
1
E ec o cinnamaldehyde on in e acial heological p ope ies o
p o eins adso bed a O/W in e aces
Manuel Felixa,*, Jack Yangb, An onio Gue e oa and Leona d M. C. Sagisb
a Depa amen o de Ingenie ía Química, Escuela Poli écnica Supe io , Uni e sidad de Se illa, 41011
Se illa, Spain.
b Labo a o y o Physics and Physical Chemis y o Foods, Wageningen Uni e si y, Bo nse Weilanden 9,
6708WG Wageningen, The Ne he lands.
______________________
*M. FELIX
Depa amen o de Ingenie ía Química,
Uni e sidad de Se illa, Facul ad de Química,
41012 Se illa (Spain)
E-mail: m [email p o ec ed]
Phone: +34 954557179; ax: +34 954556447.
2
Abs ac 1
The dynamics o he e ogeneous ood p oduc s such as emulsions o oams can be a ec ed 2
signi ican ly by he in e acial p ope ies o hei in e aces. P o eins a e widely used o inc ease 3
he s abili y o hese ood p oduc s. This wo k compa es he in e acial p ope ies o a model 4
p o ein (whey p o ein isola e, WPI) and silkwo m pupae (SLW) adso bed a he O/W in e ace. 5
A na u al aldehyde (cinnamaldehyde, CNM) was used o bo h p o ein sys ems in o de o 6
p omo e p o ein-p o ein in e ac ions. In e acial p ope ies we e cha ac e ised du ing p o ein 7
adso p ion and a e eaching a quasi-equilib ium s a e by means o oscilla o y and s ep 8
dila a ional, and oscilla o y in e acial shea measu emen s. The esul s ob ained om dila a ional 9
and in e acial shea es s showed ha he use o CNM esul ed in he de elopmen o s onge 10
in e aces, wi h highe alues o he dila a ional and su ace shea s o age moduli, and a lowe 11
loss angen . S ep-dila a ion es s indica ed ha he addi ion o CNM also esul ed in mo e 12
homogeneous in e aces. Ou esul s show ha CNM addi ion can enhance he su ace p ope ies 13
o SLW, o a le el which is close o he p ope ies o un-modi ied WPI s abilized in e aces. 14
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Keywo ds: Dila a ional; In e acial shea ; LAOD; Lissajous 26
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1. In oduc ion 27
Many ood p oduc s consis o a kine ically s able combina ion o wo phases (A/W o O/W). 28
These p oduc s equi e he use o su ace ac i e agen s o a oid hei des abiliza ion (which is 29
d i en by he modynamic e en s) (Damoda an, Pa kin, & Fennema, 2007). P o eins a e widely 30
used o achie e kine ic s abili y o ood p oduc s. The ood indus y p e e s using p o eins a he 31
han low molecula weigh su ac an s (LMWS), since p o eins ha e be e consume accep ance, 32
ha e nu i ional added- alue, and a e able o modi y heological p ope ies o he con inuous 33
phase since hey can in e ac wi h each o he (Tad os, 2013). When p o eins adso b a he 34
in e ace, hey educe he in e acial ension and hey a e able o o m complex luid- luid 35
in e aces, dec easing hei la e al mobili y (Fulle & Ve man , 2012). The adso p ion o p o eins 36
a O/W in e aces o en esul s in hei un olding and consequen ly, hei dena u a ion. A e ha , 37
he numbe o exposed hyd ophobic esidues, he abili y o de elop p o ein-p o ein in e ac ions, 38
as well as he lexibili y o he p o ein s uc u e inc ease (Dickinson, 1989; Pa ino e al., 2007). 39
Chemical modi ica ion has been used o ailo he hyd ophobici y o ne su ace cha ge o 40
p o eins. The in-si u c osslinking o p o eins a O/W in e ace has been ca ied ou , mainly by he 41
use o enzymes (Fische & Windhab, 2011; Romoscanu & Mezzenga, 2005), o by using 42
aldehydes, which a e no ood-g ade (Ge a d, 2002). S udies using na u al aldehydes (i.e. 43
cinnamaldehyde, CNM) o p omo ing p o ein-p o ein in e ac ions a O/W in e aces a e s ill 44
sca ce. 45
Typically, ood emulsions ha e been s abilized mos commonly by he use o milk o egg 46
p o eins. Whey p o eins (WPI) om milk exhibi excellen unc ional p ope ies (i.e. high su ace 47
ac i i y) since hei globula p o eins ha e a s ong endency o ge adso bed a O/W in e aces. 48
A e p o ein adso p ion, WPI p o eins a e un olded and hei laye s a e cha ac e ised by a slow 49
eo ganiza ion s ep which in ol es he de elopmen o s ong p o ein-p o ein in e ac ions. 50
E en ually, a iscoelas ic ilm is o med, in which he p o eins a e densely packed. Consequen ly, 51
WPI p o eins p o ide emulsions wi h excellen s abili y agains physicochemical des abiliza ion 52
phenomena (Dickinson, 2003). The e is howe e an inc easing demand om consume s o he 53
4
use o non-animal p o ein sou ces. In his sense, insec p o eins ha e gained global a en ion since 54
hei use may educe he en i onmen al oo p in o p oduc s. P o ein ex ac s om insec s a e 55
soluble and hey exhibi unc ional p ope ies like wa e holding capaci y, oaming and 56
emulsi ying p ope ies (Zielińska, Ka aś, & Ba aniak, 2018). P o eins om silkwo m pupae 57
(SLW) ha e also shown nu i ional and echnological p ope ies (Kim, Se yab a a, Lee, Jones, & 58
Kim, 2016). 59
P o eins adso bed a O/W in e aces can o m in e acial laye s which may exhibi iscoelas ic 60
o e en elas ic beha iou . The cha ac e is ics o hese ilms a e key o unde s anding he s abili y 61
o p oduc s s abilized by p o eins, and in e acial heology is, he e o e, an essen ial ool o he 62
cha ac e iza ion o he sui abili y o p o eins as a s abilize o emulsions. In e acial heology 63
can be pe o med in dila a ional o in e acial shea mode. Dila a ional heological measu emen s 64
a e mos commonly pe o med using Langmui oughs o d ople ensiome e s. D ople 65
ensiome e s c ea e a d ople a he ip o a sy inge and use he Laplace equa ion o calcula e he 66
in e acial ension, ei he om he d ople p o ile, o he p essu e in he d ople . When he a ea o 67
he d ople is subjec ed o a sinusoidal change, he elas ic (o s o age) and he iscous (o loss) 68
dila a ional moduli can be de e mined om he i s ha monic o he Fou ie ans o m o he 69
oscilla ing in e acial ension signal (Bagley & To ik, 1983). 70
In e acial shea heology has also been p oposed as a ool o he cha ac e isa ion o complex 71
in e aces since i can p o ide in o ma ion abou in e - and in a-molecula p o ein-p o ein 72
in e ac ions a he O/W in e ace (K ägel, De ka ch, & Mille , 2008). Con a y o dila a ional 73
de o ma ions, in in e acial shea measu emen s, he p o ein concen a ion in he adso bed ilm 74
does no change du ing de o ma ion. They also gi e di ec access o he in-plane de ia o ic 75
s esses and a e no a ec ed by he bending igidi y o he in e acial ilm. Al hough p e ious 76
s udies deal wi h he use o CNM o inc ease he s abili y o WPI-based nanoemulsions (Chen e 77
al., 2018; Chen, Wu, McClemen s, Li, & Li, 2017) and chi osan-based nanoemulsions (Tian, Lei, 78
Zhang, & Li, 2016), hese au ho s did no cha ac e ise he changes o he in e aces when CNM 79
is p esen in he oil phase. They only de e mined he in e acial ension and analysed images o 80
he pendan d op a e comp ession. 81
5
The aim o his wo k was o es ablish he in e acial e ec s o he na u al aldehyde CNM, on 82
he in e acial heological p ope ies o O/W in e aces s abilized by WPI and SLW, and in 83
pa icula , o es ablish i his aldehyde can p omo e p o ein-p o ein in e ac ions o such an ex en 84
ha he alues o he su ace heological p ope ies a e inc eased. To assess hese e ec s, 85
oscilla o y dila a ional and in e acial shea measu emen s we e ca ied ou . In addi ion, he 86
esponse o he in e aces was p obed using dila a ional s ep de o ma ion es s. 87
2. Ma e ial and me hods 88
2.1. Ma e ials 89
BiPRO® was he whey p o ein isola e used o all measu emen s (pu i y 98%). I was supplied 90
by AGROPUR (Longueuil, Canada). Silkwo m p o ein concen a e (SLW, 50.5 ± 0.3 w .% 91
p o eins) was supplied by FeedS imulan s ( he Ne he lands), his p o ein concen a e was de a ed 92
be o e use, emo ing o he su ace ac i e agen s apa o p o ein (e.g. phospholipids) . Medium 93
chain iglyce ides (MCT) oil was used as non-pola phase. I was supplied by IOI Oleochemical 94
(F ance), con aining C8 and C10 a y acids (≥ 98%) and C6 a y acid (≤ 2%), being ee o 95
su ace ac i e con aminan s. Chemical eagen s (i.e. HCl, NaOH, NaH2PO4, cinnamaldehyde) 96
we e pu chased om Sigma–Ald ich company (S . Louis, USA). The solu ions we e p epa ed 97
using Milli-Q g ade wa e . 98
2.2. Me hods 99
2.2.1. P epa a ion o p o ein solu ions 100
Taking in o accoun p o ein con en and solubili y, WPI and SLW solu ions we e p epa ed a 101
1 w .% soluble p o ein (0.1 mg/mL) in 50 mM phospha e bu e (pH 7.0). Glasswa e was ca e ully 102
cleaned o a oid he p esence o su ace-ac i e agen s by insing i se e al imes wi h deionized 103
and Mili-Q wa e . The su ace ension o he las wash wa e was de e mined using a pendan 104
d ople ensiome e , ob aining a alue be ween 69 and 72 mN/m. P o ein dispe sions we e gen ly 105
s i ed in new plas ic con aine s a 500 pm o e 30 min a oom empe a u e, and subsequen ly 106
hey we e cen i uged o 15 min a 15,000 g. Pelle s we e disca ded and supe na an s (1 w .% 107

6
p o ein solu ions) we e s o ed a 4 ºC o e nigh . P o ein solu ions we e always used he day a e 108
p epa a ion. 109
2.2.2 D ople ensiome y measu emen s 110
D ople ensiome y measu emen s we e ca ied ou using a T acke au oma ic d ople 111
ensiome e om Teclis scien i ic (Ci ieux d'Aze gue, F ance). An axisymme ic d ople wi h a 112
olume o 8 μL and a su ace a ea o 18 mm2 was c ea ed a he ip o a e ical needle, which 113
was connec ed o a mo o ized sy inge. The d ople p o ile was digi ized e e y 0.01 s using a 114
digi al came a connec ed o a compu e . D ople p o iles we e p ocessed using he Laplace 115
equa ion (Cas ellani, Al-Assa , Axelos, Phillips, & An on, 2010). All expe imen s we e ca ied 116
ou using a low-abso bance glass cu e e (8 ml). D ople expe imen s we e ca ied ou in absence 117
o CNM and adding 2 w .% CNM o he oil phase. These expe imen s we e pe o med a 20.0 ± 118
0.1 °C. 119
Dila a ional p ope ies in he p o ein adso p ion phase 120
In e acial ension was de e mined o e a pe iod o 10,800 s o moni o he p o ein adso p ion 121
kine ics. Oscilla o y dila a ional expe imen s we e ca ied ou du ing he p o ein adso p ion 122
phase, e e y 500 s. The oscilla ions ( i e cycles) we e ca ied ou a 5 % ampli ude and a a 123
equency o 0.1 Hz, which was es ed o be wi hin he linea iscoelas ic egime ( esul s no 124
shown). 125
Dila a ional p ope ies in he quasi-equilib ium phase 126
Oscilla o y dila a ional expe imen s we e ca ied ou o ob ain he mechanical spec a o he 127
p o ein-s abilized O/W in e aces a e eaching a quasi-equilib ium s a e (10,800 s). F equency 128
sweep es s we e pe o med om 0.075 Hz o 0.1 Hz a 5% ampli ude, o ob ain he equency 129
dependence o he in e acial iscoelas ic moduli (E’i and E’’i). The dependence o he E’i on 130
equency was analysed wi h he ollowing powe law equa ion: 131
𝐸𝐸𝑖𝑖
′=𝑘𝑘·𝜔𝜔𝑛𝑛′ (1) 132
whe e 𝜔𝜔 is he equency and 𝑛𝑛′ is he slope in a double loga i hmic ep esen a ion. 133
7
S ep dila a ion es s we e also pe o med a e he p o ein adso p ion phase. In hese es s he 134
in e aces we e subjec ed o a s ep expansion o 10 o 20 % o he a ea, and subsequen ly he 135
elaxa ion o he in e acial ension was moni o ed o 1,000 s. A e his leng h o ime, he 136
in e acial ension alues we e no longe changing signi ican ly (p < 0.05) and he a ea was 137
comp essed by 10 o 20 % (comp ession s ep). Again, he e olu ion o he in e acial ension was 138
moni o ed o 2,000 s. Resul s we e i ed using Ma lab R17a (Ma hwo ks, USA) o he ollowing 139
exponen ial equa ion, which combines a Kohl ausch-Williams-Wa s s e ched exponen ial e m 140
wi h a egula exponen ial e m (Sagis e al., 2019): 141
𝛾𝛾(𝑡𝑡)=𝑎𝑎𝑎𝑎−(𝑡𝑡/𝜏𝜏1)𝛽𝛽+𝑏𝑏𝑎𝑎−𝑡𝑡/𝜏𝜏2+𝑐𝑐 (2) 142
he e γ is he in e acial ension, 𝜏𝜏1 is he ini ial elaxa ion ime, β is he s e ch exponen , 𝜏𝜏2 is a 143
cha ac e is ic ime o ageing p ocesses, which a e also p esen when he in e acial a ea is no 144
pe u bed by a s ep dila a ion. The pa ame e s a, b, and c a e cons an s. 145
2.2.3. Shea measu emen s 146
In e acial shea heology was ca ied ou using an AR-G2 heome e om TA Ins umen s (New 147
Cas le, USA), wi h a double-wall- ing geome y (DWR). The p o ein solu ions we e pou ed in a 148
double wall cup and he ing was posi ioned a he ai /wa e in e ace. Immedia ely a e wa ds, 149
MCT oil was ca e ully added on op o he aqueous phase o a oid any dis u bance o he 150
in e ace. All shea expe imen s we e ca ied ou using oil phases wi hou CNM and oil con aining 151
2 w .% CNM. All hese expe imen s we e ca ied ou a 20.0 ± 0.1 °C. 152
Shea p ope ies du ing he adso p ion phase 153
In e acial iscoelas ic moduli we e ob ained du ing he p o ein adso p ion phase (10,800 s) 154
wi hin he linea iscoelas ic egime (LVR). These measu emen s we e ca ied ou in s ess-155
con olled mode, wi h an ampli ude o 1·10-6 Pa·m o he oscilla ion s ess and a equency o 156
0.01 ad/s (which was con i med o be in he LVR by pe o ming s ain sweep es s). 157
Shea p ope ies in he quasi-equilib ium s a e 158
Small ampli ude oscilla o y measu emen s (SAOS) we e ca ied ou a e eaching he quasi-159
equilib ium s a e (10,800 s) o ob ain he mechanical spec a o he O/W in e aces. F equency 160
8
sweep es s we e pe o med om 0.075 Hz o 0.1 Hz a 1·10-6 Pa·m s ess ampli ude (which was 161
con i med o be in he LVR by pe o ming s ain sweep es s), o ob ain he in e acial iscoelas ic 162
shea moduli (G’i and G’’i). The dependence o he G’i on equency was analysed wi h he 163
ollowing powe -law equa ion: 164
𝐺𝐺𝑖𝑖
′=𝑘𝑘·𝜔𝜔𝑛𝑛′ (3) 165
The Boussinesq Numbe (Bo) was calcula ed o assess he ela i e con ibu ions o he adjoining 166
bulk phases and he in e ace o he o al measu ed s ess (Vandeb il, F anck, Fulle , Moldenae s, 167
& Ve man , 2010). This numbe is de ined as 168
Bo =𝜂𝜂𝑖𝑖
∗
(𝜂𝜂𝑂𝑂+𝜂𝜂𝑊𝑊)∙ 𝑅𝑅 (6) 169
whe e 𝜂𝜂𝑖𝑖
∗ is he in e acial complex iscosi y (uni s Pa·s·m), and 𝜂𝜂𝑂𝑂 and 𝜂𝜂𝑊𝑊 a e he iscosi y o 170
he bulk phases (oil and wa e ) and 𝑅𝑅 is he cha ac e is ic expe imen al leng h scale (0.7 mm) o 171
he DWR geome y. The lowes obse ed alue o Bo was 27.2, and since Bo >> 1, in e acial 172
s esses domina ed he bulk esponse in all shea expe imen s (Vandeb il e al., 2010). 173
2.3. S a is ical analysis 174
A leas h ee eplica es we e ca ied ou o each measu emen . S a is ical analyses we e 175
pe o med by analysis o a iance (ANOVA) using he 95 % con idence limi o he mean. SPSS 176
22 s a is ical so wa e o Windows (Chicago, USA) was used o his analysis. S anda d 177
de ia ions we e calcula ed o some selec ed pa ame e s. 178
3. Resul s and discussion 179
3.1 D ople measu emen s 180
Dila a ional p ope ies du ing he p o ein adso p ion phase 181
Figu e 1 shows he alues ob ained o he ansien in e acial ension o he O/W in e ace 182
du ing he p o ein adso p ion phase ( < 10,800 s), wi h and wi hou cinnamaldehyde (CNM), o 183
WPI (Fig. 1A) and SLW (Fig. 1B). The kine ics o p o ein adso p ion is cha ac e ised by an ini ial 184
as dec ease in in e acial ension alues. This as dec ease was ollowed by a much slowe 185
educ ion in he in e acial ension, acco ding o p e ious s udies hese esul s can be ela ed o 186
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di e en s ages o p o ein adso p ion ( om p o ein di usion o p o ein pene a ion, un olding and 187
ea angemen ) (Manuel Felix, Rome o, & Gue e o, 2017; Pizones Ruiz-Henes osa, Ca e a 188
Sanchez, Ped oche, Millan, & Rod iguez Pa ino, 2009). These esul s illus a e ha o WPI 189
s abilized in e aces, CNM has only a ma ginal e ec on he ime-e olu ion o he in e acial 190
ension. Ini ially, he in e acial ension dec eases a a sligh ly slowe a e, and a he end o he 191
adso p ion s age, he in e acial ension is lowe when CNM is added by only abou 1 mN/m. 192
Fo SLW he di e ence is mo e subs an ial. The addi ion o CNM o he oil phase esul s in a 193
signi ican dec ease in he in e acial ension a he end o he adso p ion s age. Se e al s udies 194
indica e ha cinnamaldehyde exhibi s he abili y o in e ac wi h p o eins, causing p o ein 195
c osslinking (Balague , Gomez-Es aca, Ga a a, & He nandez-Muñoz, 2011; Sh age , 196
S ickholm, & Macey, 1969). This leads o he o ma ion o la ge p o ein species and addi ional 197
ea angemen s in he O/W in e ace (Balague e al., 2011). This could ha e esul ed in a mo e 198
densely packed s uc u e, wi h a lowe in e acial ension (Dickinson, 1999). Howe e , in WPI 199
s abilized in e aces he p o ein is al eady qui e seg ega ed and agg ega ed (Sagis e al., 2019) and 200
addi ional c oss-linking does no lead o mo e adso p ion, which would explain he insigni ican 201
d op in in e acial ension. 202
The e olu ion o dila a ional moduli o he O/W in e aces (𝐸𝐸𝑖𝑖
′ and 𝐸𝐸𝑖𝑖
′′, espec i ely) ob ained 203
om oscilla o y measu emen s du ing he p o ein adso p ion phase ( < 10,800 s), wi h and 204
wi hou CNM, can be obse ed in Figu e 2 o WPI (Fig. 2A) and SLW (Fig. 2B). 205
The dila a ional p ope ies show an inc ease in he elas ic modulus as a unc ion o ime, 206
whe eas he loss modulus unde goes a small dec ease. This endency is mo e ma ked a he 207
beginning o he p o ein adso p ion phase and i becomes mo e g adual a e a while. This 208
esponse has been p e iously ob ained o o he p o eins such as c ay ish and soy p o ein 209
concen a e, and i was ela ed o he de elopmen o a p o ein in e acial ilm (Bellesi, Pizones 210
Ruiz-Henes osa, & Piloso , 2014; Felix e al., 2017). Rega dless o he p o ein adso bed a he 211
O/W in e ace, he p esence o CNM induces a mo e p onounced inc ease o 𝐸𝐸𝑖𝑖
′, whe eas 𝐸𝐸𝑖𝑖
′′ 212
emains nea ly unal e ed. This esul suppo s he hypo hesis ha CNM is ac ing as a p omo e o 213
p o ein-p o ein in e ac ions, inc easing he elas ic beha iou o he ilm. On he o he hand, his 214
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432
433
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Figu e Cap ions 434
Figu e 1: in e acial ension o e p o ein adso p ion (10,800 s) a O/W in e ace wi h 435
and wi hou CNM o WPI (A) and SLW (B) p o ein sys ems. 436
Figu e 2: in e acial elas ic and iscous moduli (E’i and E’’i, espec i ely) ob ained om 437
dila a ional measu emen s o e p o ein adso p ion (10,800 s) a O/W in e ace wi h 438
and wi hou CNM o WPI (A) and SLW (B) p o ein sys ems. 439
Figu e 3: in e acial dila a ional moduli as a unc ion o equency ob ained om 440
measu emen s a e 10,800 s adso p ion a O/W in e ace wi h and wi hou CNM o 441
WPI (A) and SLW (B). 442
Figu e 4: in e acial ension o d ople s abilized by 1 % WPI a e eaching he quasi 443
equilib ium s a e (10,800 s) and being subjec ed a + 10 % expansion and – 20 % 444
comp ession in he a ea o e 1,000 s. 445
Figu e 5: elas ic and iscous moduli ( 𝐺𝐺′𝑖𝑖 and 𝐺𝐺′′𝑖𝑖, espec i ely) ob ained om 446
dila a ional measu emen s o e p o ein adso p ion (10,800 s) a O/W in e ace wi h 447
and wi hou CNM o WPI (A) and SLW (B) p o ein sys ems. 448
Figu e 6: mechanical spec a ob ained om in e acial shea measu emen s a e p o ein 449
adso p ion (10,800 s) a O/W in e ace wi h and wi hou CNM o WPI (A) and SLW 450
(B) p o ein sys ems. 451
452
20
Table 1 453
Dila a ional
Shea
Sys em
n’
an δi,0.05
n’
an δi,0.05
WPI
0.15 ± 0.01a
0.13 ± 0.01a
0.94 ± 0.03a
0.28 ± 0.01a
WPI-CNM
0.10 ± 0.01b
0.10 ± 0.01b
0.52 ± 0.05b
0.27 ± 0.01a
SLW
0.24 ± 0.02c
0.17 ± 0.02c
0.29 ± 0.02c
2.59 ± 0.11b
SLW-CNM
0.19 ± 0.01d
0.20 ± 0.01d
0.17 ± 0.01d
0.58 ± 0.05c
454
Table 1: pa ame e s (n’ and an δi) om mechanical spec a ob ained by means o 455
dila a ional and shea measu emen s wi h and wi hou CNM o WPI and SLW p o ein 456
sys ems adso bed a O/W in e ace. Di e en le e s wi hin a column indica e 457
signi ican di e ences (p < 0.05). Squa e co ela ion coe icien s (R2) ob ained om 458
linea eg ession o n’ pa ame e we e in all cases ≥ 0.98 459
460
461
21
Figu e 1 462
463
464
465

22
Figu e 2 466
467
468
469
23
Figu e 3 470
471
472
473
474
24
Figu e 4 475
476
477
478
479
25
Figu e 5 480
481