USE OF GRAPE SKIN FLOUR FOR NOVEL FOOD DEVELOPMENT:
SENSORY CHARACTERIZATION AND ACCEPTABILITY OF SOFT CHEESES
Maria PIOCHI1, Luisa TORRI1, Roberta MARCHIANI2, Giuseppe ZEPPA2, Erminio MONTELEONE3
SENSORY CHARACTERIZATION AND ACCEPTABILITY OF SOFT CHEESES
Maria PIOCHI , Luisa TORRI , Roberta MARCHIANI , Giuseppe ZEPPA , Erminio MONTELEONE1University of Gastronomic Sciences, Italy; 2University of Turin, Italy; 3University of Florence, Italy
INTRODUCTION METHODSINTRODUCTIONGrape skin flours (GSF) have been recently proposed as functional ingredient in order to create novel
foods with enhanced nutritional value and minimize the volume of agricultural wastes (1). Despite their
interesting nutritional properties (i.e. for fiber and antioxidants content), new developed products are
METHODSFree Choice Profile� 22 expert cheese tasters (M=14; aged from 24 to 70, mean age=55) from
the Italian National Cheese Taster Association (ONAF, Organizzazione
1
AIM
interesting nutritional properties (i.e. for fiber and antioxidants content), new developed products are
often critical in terms of sensory acceptability and their success by consumers is therefore under risk (2).the Italian National Cheese Taster Association (ONAF, Organizzazione
Nazionale Assaggiatori Formaggio).
� One evaluation session (around 120 minutes).
� Two sample sets were provided:AIMThe aims of this study were to:
1. investigate the sensory properties for new cheese prototypes obtained by addition of GSF
2. investigate consumers’ responses for the innovative cheeses
The effects of the grape variety and different percentages of GSF addition were studied.
� Two sample sets were provided:
1st set -> Free generation of attributes.
2ndset -> Intensity quantification of selected attributes (9-point scale:
1=extremely weak, 9=extremely intense).
Data Analysis: Generalized Procrustes Analysis (GPA) (Senstools v. 1.2x OP&PThe effects of the grape variety and different percentages of GSF addition were studied.
SAMPLES BarberaChardonnay
1=extremely weak, 9=extremely intense).
Data Analysis: Generalized Procrustes Analysis (GPA) (Senstools v. 1.2x OP&P
Product Research BV, Utrecht, Netherlands).
Consumer test2SAMPLES� Grape skin flours (average particle size: 250 μm) were
added to cow’s milk curd.
Soft cheeses were aged 1 week.
� Grape variety: Barbera (B), Chardonnay (C)
B0.8
Barbera
C0.8
ChardonnayConsumer test� 90 consumers (M=43; aged from 8 to 70, mean age=43)
� Central Location Test at the International Cheese Exhibition (Cheese
2013, Bra - Italy).
2
� Grape variety: Barbera (B), Chardonnay (C)
� Percentages of GSF addition: 0.8, 1.6, and 2.4%
� 7 samples: B0.8, B1.6, B2.4, C0.8, C1.6, C2.4, STD.
B1.6C1.62013, Bra - Italy).
� Liking test: appearance, odour, taste, flavour, texture, overall liking
(1=extremely dislike, 9=extremely like).
� Questionnaire
Data Analysis: were analyzed by 2-way mixed ANOVA models followed bySTD B2.4C2.4
Questionnaire
Data Analysis: were analyzed by 2-way mixed ANOVA models followed by
LSD Fisher’s post–hoc test (SYSTAT vers 13.1, Systat Software Inc, San José,
USA)
RESULTS AND DISCUSSION
111
1a 1b
Appearance and texture Odour, taste, mouthfeel, flavour
Fig. 1 Consensus maps obtained from General
Procrustes Analysis (GPA) considering two matricesastringent_8
f-toasted_12
o-yogurt_13
f-yogurt_17f-yogurt_22
o-yogurt_22
B0.80.6
0.8granular_7crumbly_9
gummy_11
elastic_14
watery_3
0.6
0.8
1a 1bProcrustes Analysis (GPA) considering two matrices
appearance and texture (1a) and odour, taste and
flavour (1b). Individual configurations and sample’s
positioning are depicted. Letters o- and f- : odour
and flavour.
o-lactic_1o-lactic_2
f-whey_3
o-yogurt_3
f-metallic_7sour_8
o-lactic_9
astringent_10f-grassy_12
f-toasted_12
o-fresh_butter_14
f-nuts_15
sweet_16o-cereal_16
f-yogurt_17
f-cream_21
f-yogurt_22B0.8
0.4
0.6
marbling_violet_2
elastic_2
compact_5
marbling_violet_8 gummy_8
white_10floury_10 white_11
marbling_violet_11
compact_11holes_12
marbling_brown_1
4
elastic_14
marbling_brown_1
7
gummy_20
granular_20
marbling_violet_21 elastic_1sticky_19
B0.8B2.40.4
0.6and flavour.
SENSORY PROPERTIESNew developed cheeses were freely
described by experts considering
f-lactic_1
f-cream_3
o-yogurt_3
o-fruity_9 o-wine_10
bitter_11f-animal_13
sour_14
bitter_14
o-fresh_butter_14
o-lactic_15
f-lactic_16sweet_16
o-cereal_16
f-milk_19o-milk_19f-vanilla_21
o-yogurt_21
B2.4C2.4
0.2
marbling_violet_2
white_5homogenous_5elastic_5
compact_5
adhesive_6
sandy_6
elastic_7
marbling_violet_11
marbling_brown_1
1
adhesive_12
4
granular_14
soluble_14doughy_14
granular_18
marbling_20adhesive_21
white_22
homogeneous_3
STD0.2
described by experts considering
appearance, odour, taste, flavour and
texture.
Attributes: 64 from free generation,
sour_2f-milk_3
f-cream_3
f-acetic_3f-citric_3
salty_3
o-vinasse_3o-cereal_3
intensity_flavour_4
salty_4
o-grassy_4bitter_6
f-lemon_7o-fruity_9
o-fruity_10
o-varnish_12
f-winey_13sour_13
bitter_14o-lactic_15o-nuts_17
o-yogurt_17
sweet_19
salty_19
f-ammonia_20
f-vanilla_21
sour_21
sour_22
B1.6
B2.4C2.4
STD
-0.2
0
Dim
2
marbling_brown_2
elastic_7
marbling_brown_9
doughy_12
granular_14
gummy_14
white_17
soluble_17
gummy_18
white_20
holes_20
adhesive_20white_21
B1.6
C0.8
-0.2
0
Dim
2
Attributes: 64 from free generation,
56 after the vocabulary harmonization.
The individual configurations were
salty_3salty_4
sour_10
o-winy_11
f-lactic_12
o-varnish_12
f-alcohol_13
bitter_13
salty_15f-nuts_18
sweet_19
f-yogurt_20
o-yogurt_20
sour_22
C0.8
C1.6
-0.4
-0.2holes_4
not_uniformity_col
or_4
white_6
marbling_brown_6
marbling_brown_7
floury_7
marbling_brown_9
doughty_9
holes_ 14
white_17
homogeneous_mar
bling_18
marbling_18white_20
homogeneous_dou
gh_20
soft_20
C2.4-0.4
-0.2
The individual configurations were
submitted to Generalized Procrustes
Analysis (GPA) applied to two separate
matrices: appearance-texture (Fig. 1a)
and odour-taste-flavour (Fig. 1b).
sweet_2sour_3
bitter_3
o-alcohol_3
f-yogurt_5
f-cream_9
spicy_13
bitter_13
salty_17
f-yogurt_20
salty_20 spicy_21
o-citric_21
-0.6
or_4
doughy_4holes_7
floury_7
compact_9granular_11 gummy_17
bling_18gh_20
gummy_21
gummy_22
C1.6C2.4
-0.6
and odour-taste-flavour (Fig. 1b).
Permutation Tests indicated the
significance of the GPA results (p < 0.05)
f-lactic_2
f-yogurt_5f-yogurt_7
astringent_7o-yogurt_7spicy_15
sour_17bitter_17 f-yogurt_19
sweet_20
-1
-0.8
sandy_4
adhesive_11sandy_11creamy_20
creamy_3
-1
-0.8
significance of the GPA results (p < 0.05)
for both matrices.
� Samples were mainly discriminated according to the % of GSF on PC1 and to grape variety on PC2.
-1
-1 -0.8 -0.6 -0.4 -0.2 0 0.2 0.4 0.6 0.8 1
Dim 1
-1
-1 -0.8 -0.6 -0.4 -0.2 0 0.2 0.4 0.6 0.8 1
Dim 1
� Samples were mainly discriminated according to the % of GSF on PC1 and to grape variety on PC2.
� The increase of % was generally associated to an increase in perceived sourness, saltiness, astringency, marbling aspect, granularity and adhesiveness. Furthermore it contributed to generate several vegetable
sensations (o-winy, o-fruity, o-citric, o-grassy, o-vinasse, o-spicy, f-whey, f-nuts and f-spicy).
� Appearance: violet and brown marbling were generally characteristic attributes for samples prepared with Barbera GSF.
8
9
Cl 1 Cl 2
CONSUMER PREFERENCES� Factor grape variety -> no significant
A K-means Cluster Analysis was conducted on overall liking of 90 consumers:
- Un-paired t-test indicated significant differences between clusters for all
2
6
7
8 Cl 1 Cl 2
AB A
BC BC C BC
� Factor grape variety -> no significant
effect on overall liking of 90 consumers.
� Factor GSF percentage -> a significant
effect on overall liking:
- Un-paired t-test indicated significant differences between clusters for all
samples (p<0.01) -> Cl1: higher preference for all prototypes.
� Cluster 1 (n=54, 60%): a significant effect of product on liking was found for
the appearance, the taste, the flavour and the overall liking � high
5
6
Ove
rall
lik
ing
BC BC C BC
abab
bc
a
a
effect on overall liking:
- the lowest amount of GSF (0.8%) -> the
most liked
- liking proportionally decreased with the
the appearance, the taste, the flavour and the overall liking � high
discrimination
� Cluster 2 (n=36, 40%): a significant effect of product was just found for the
3
4
Ove
rall
bcc- liking proportionally decreased with the
increase of the amount of GSF.
� Factor product (7 samples) -> a
significant effect on liking for appearance,
� Cluster 2 (n=36, 40%): a significant effect of product was just found for the
appearance and the overall liking � low discrimination
Cluster characterization:
A significant cluster*product effect was found, with Cl1 rating the overall liking
1
2
B0.8 B1.6 B2.4 C0.8 C1.6 C2.4
significant effect on liking for appearance,
odour, taste, flavour, texture and the
overall liking.
The control sample was the significantly
A significant cluster*product effect was found, with Cl1 rating the overall liking
for the products higher than Cl2. This difference in liking could be partially
influenced by the higher frequency of cheese consumption declared by Cl1.
No differences for gender, educational qualification and profession was found
Fig. 2. Mean values and standard errors for overall liking of Cl1 and Cl2. Two-way mixed ANOVA models were
separately conducted on liking data of clusters. LSD (p<0.05) letters: block letters for Cl1, Italic letters for Cl2.
B0.8 B1.6 B2.4 C0.8 C1.6 C2.4The control sample was the significantly
most liked sample (6.39±0.17).
No differences for gender, educational qualification and profession was found
between clusters.
3RELATIONSHIP BETWEEN SENSORY PROPERTIES AND CONSUMER RESPONSES
� The key sensory drivers resulted: white colour, homogeneity of appearance and texture, lactic flavours (o-milk, o-lactic, f-lactic, f-cream), sweetness, gummy, compact and elastic texture.
� The most preferred samples showed a less intense sourness, astringency and bitterness.
� Results highlighted the importance of reducing sandiness and granular sensations. Violet and brown marbling, characteristic for B2.4 and B1.6 samples, resulted not particularly appreciated.
CONCLUSIONS� The use of GSF in developing soft cheeses provided satisfactory results.
� A future use in dairy product seems possible. Nevertheless, an optimization of the innovative
REFERENCES(1) Yu, J., & Ahmedna, M. (2013). Functional components of grape pomace: their composition, biological
properties and potential applications. International Journal of Food Science and Technology, 48, 221–� A future use in dairy product seems possible. Nevertheless, an optimization of the innovative
product is required, especially aimed to reduce the flour particle size below the perception threshold
and to improve the flour dispersion.
� Furthermore, investigating the effect of information (GSF enrichment) on consumer’s perception
properties and potential applications. International Journal of Food Science and Technology, 48, 221–
237.
(2) Tourila, H. (2007). Sensory perception as a basis for food acceptance and consumption. In H. Mac Fie,
(Ed.), Consumer-led Food Product Development (pp 34-80). Cambridge: Woodhead Publishing.� Furthermore, investigating the effect of information (GSF enrichment) on consumer’s perception
could represent a future issue.
(Ed.), Consumer-led Food Product Development (pp 34-80). Cambridge: Woodhead Publishing.
AKNOWLEDGEMENTSThis research was supported by AGER (contract number 2010-2222).
EuroSense 2014: A Sense of Life. 7-10 September 2014, 6th European Conference on Sensory and Consumer Research. Bella Center, Copenhagen, Denmark
This research was supported by AGER (contract number 2010-2222).