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Title: The Use of Pumpkin Puree as a Fat Replacement in Chocolate Cupcakes
Abstract:
An emerging challenge in the food industry is to utilize fat replacers in products while still
obtaining the most desirable qualities that people associate with full-fat foods. The problem with
most fat replacer is that they fail to reach the desirable flavor, leavening, moisture, and
tenderness. The methods used to replace oil for pumpkin puree was simply a 1:1 replacement of
the required oil amount for pumpkin puree. It was found that using the pumpkin puree as an
alternative to fat was not statistically different in the following categories: Softness, Moisture,
and Overall Preference. Using a pumpkin puree as a fat replacer is a good method to reduce the
fat content and total calories in chocolate cupcakes without significant changes in objective and
sensory variables.
Introduction:
An emerging challenge in the food industry is how to create products that are lower or void of fat
yet still have the same desirable qualities that people associate with in their favorite full-fat
foods. Replacing oil with a fat replacer can also improve nutrition by decreasing total fat and
calories (American Dietetic Association, 2005). This becomes difficult especially with baked
goods because fat is very important in providing flavor, richness, aeration, tenderness, flakiness,
smooth mouth feel, leavening, and moisture retention (Lucca and others 1994). Using fat
replacers is very popular and can be classified as carbohydrate or protein-based and is
manufactured to mimic the fats commonly found in a wide variety of foods. However, other
foods, such as pumpkin puree in our experiment, can be used to replace fat in a product that is
more easily accessible than what the food industry uses. Pureed pumpkin contains pectin which
is a polysaccharide, and makes pureed pumpkin a good carbohydrate-based fat replacer.
Polysaccharides interact well with water by controlling the structure and mobility of water. Due
to the fact that pectin is not hydrophobic like oil, it inhibits gluten formation by competing with
flour to bind water which will increase viscosity, lubricity, and gel formation (Min and others
2010). The resulting product using a carbohydrate-based fat replacer will mimic the lubricity and
viscosity of fat containing baked goods (Sanchez and others 1995). The purpose of this
experiment was to observe the effects of replacing oil with pumpkin puree in chocolate cupcakes
in order to decrease total calories and fat without negatively compromising palatability. The
independent variables included a control cupcake with full oil, a ½ pumpkin puree and ½ oil
cupcake, and a cupcake with full replacement of oil with pureed pumpkin. The dependent
variables include objective data from the viscometer, height and diameter measurements, and
texture analyzer and subjective data from rankings and structured ratings.
A variety of methods are available to test for viscosity, leavening, texture, and consumer
acceptability. The viscosity was measured using a Brookfield viscometer because it is an indirect
measure of liquid texture (Weaver and Daniel 2003). It was necessary to measure the liquid
texture because the viscosity of the batter can affect the texture and leavening of the final
product. Stefan Palzer from the Nestle Research Center Lausanne identified that replacing the
fat in a product with a fat replacer will often increase the viscosity of the product (Palzer 2009).
This will be expected in our cupcakes because pumpkin puree is thicker than oil. In order to
measure leavening, the diameter and height of each cupcake were measured in millimeters once
they were cooled to room temperature. This method was implemented because it results in an
assessment of leavening in the final product. Greater leavening is associated with density and
texture of baked goods. Texture was assessed objectively using the Texture Analyzer. This
measure was important to our data collected because it directly measures texture by puncturing
the cupcake and measuring the force needed to penetrate the surface of the cupcake (Weaver and
Daniel 2003). According to Alphons G.J. Voragen from the Department of Food Technology,
using a carbohydrate-based fat replacer may improve the texture of the final product (Voragen
1998). Consumer acceptability was measured using a structured rating and ranking evaluation.
In order to determine overall acceptability by the consumer, a ranking evaluation of the three
variables was used. Structured rating evaluated sensory qualities of softness, moistness, and
overall acceptance. These qualities were important to measure because they were related to our
objective measures of viscosity, leavening, and texture.
Methods:
Overall Design and Procedures
A box mix was used to standardize the recipes and canned pumpkin puree was used to replace
vegetable oil. Betty Crocker super moist chocolate cake mix and Payless store canned brand
pumpkin puree, vegetable oil, eggs, and tap water was used. The recipe for cupcakes was taken
from the back of the box of cake mix. Each recipe was divided in half to conserve ingredients.
Five boxes total were used to make a total of nine different cupcakes (3 variables, triplicated).
Directions for making the cupcakes were followed from the box mix. Cake mix, pumpkin puree,
and egg were measured by weight. Water and oil were measured by dividing each ingredient in
half by using a liquid measuring cup. The ingredients were then placed in a large bowl and
mixed using a rubber spatula for 2 minutes. Paper cupcake liners were used and each pan cavity
was filled to 2/3 capacity. The cupcakes were baked for 25 minutes in a conventional oven at
350o F (177o C). The cupcakes were served at room temperature and without a carrier such as
icing. Objective measures utilized include the Brookfield Viscometer, Texture Analyzer, and the
diameter and height. Subjective data was collected by a panel 13 semi-trained Purdue University
Nutrition Science students completing a ranking and structured rating evaluation (See
Appendix). Panelists completed the evaluation in the middle of the afternoon (4:30 pm) and did
not rinse their mouths between samples.
Table 1: Ingredient amounts for each variable
Ingredients
Control (full
oil)
Variable 1 (half
oil, half
pumpkin)
Variable 2 (full
pumpkin)
Betty Crocker Box
Mix
217 g 217 g 217 g
Eggs 1.5 1.5 1.5
Water 115 g 115 g 115g
Vegetable Oil 36.5 g 18 g 0 g
Canned Pumpkin
Puree
0 g 20.5 g 41 g
Table 2: Settings for objective measures
Instruments Settings
Brookfield Viscometer Probe 5, 12 rpm
Texture Analyzer Cone probe, auto setting
Diameter cm
Height cm
Replications, Randomization, and Sampling
All 3 trials were completed on the same day to ensure consistent lab conditions. Test subjects
volunteered for the subjective evaluation. In order to prevent sampling bias a random, 3-digit
number was assigned to each of the 3 variables and the control was not served first. 506 was
assigned to the control, 422 was assigned to the ½ pumpkin, ½ oil variable, and 302 was
assigned to the full pumpkin variable.
Discussion:
In quantifying our qualitative data we assigned a ranking number to each of the choices on the
sensory evaluation. They were assigned numerically starting from most soft with a value of one
to extremely tough with the value of 7. Moisture was evaluated by assigning the value of 1 to
extremely moist, and the value of 7 to extremely dry. Preference was evaluated by assigning the
value of 1 to like extremely and the value of 7 to dislike extremely. Overall ranking was also
analyzed in this way by assigning the value of 1 for most preferred and the value of 3 for least
preferred. The number of responses was multiplied by the assigned values for the qualitative
choices given. These results were then added and divided by 14 which was number of subjects
who completed the evaluation. Therefore the smallest average number was the most desirable.
Sample Calculation: [(1*5)+(2*2)+(3*1)+(4*1)+(5*3)+(6*1)+(7*1)]/14 = 3.14
After statistical analysis of the objective data using an ordinary ANOVA, it was determined that
there were no significant differences between variables in regards to texture, viscosity, and
height (Tables 3-6; Figures 1-2, 4). Our data contrasts that of Lucca and Tepper which found
that carbohydrate based fat replacers will increase the viscosity of foods by creating a gel-like
matrix which stabilizes large amounts of water (Lucca and Tepper 1994; Khalil 1998). Sanchez
and others also found a significant increase in breaking strength of cookies when using a
carbohydrate based fat replacer. They also found no significant difference in height which is
what was determined by our research as well (Sanchez and others 1995). However, some
research does suggest an increase in height with the use of carbohydrate-based fat replacers
along with an emulsifier (Khalil 1998). Regarding the current data, there was a statistical
difference in diameter (Table 3-6; Figure 3). The control verses pumpkin was significantly
different at p<0.05, and the ½ and ½ verses pumpkin was significantly different at p<0.01. This
suggests greater leavening with increasing replacement of oil with pumpkin. The data is
encouraging because there is no significant difference in the majority of objective data when
replacing oil with pumpkin. Similar research from John F. White and others determined in their
research that using a fat replacer to reduce calories is more efficient than reducing carbohydrate
content (White and others 1989). This leads to a lower fat and calorie cupcakes with few changes
in objective measurements.
Similar results were found with subjective data. No significant results were found when an
ordinary ANOVA was run between the three variables at a significance of p<0.05. Again, this
data shows that there are no differences detected in regards to moisture and softness according to
the panelists. Research from Sanchez and others using a carbohydrate based fat replacer found
that moisture content increased with increasing fat replacer (Sanchez 1995). The data also
suggests there is no significant difference in consumer acceptance for overall preference and
ranking. Past research has suggested that only up to 50% replacement of fat with a fat replacer is
desirable to maintain sensory characteristics (Zoulias and others 2002; Khalil 1998). However,
our research with pumpkin as a fat replacer in chocolate cupcakes suggests that full replacement
of fat with a substitute shows no significant differences in sensory characteristics. Since the goal
of this experiment was to determine if pumpkin is an acceptable fat replacer in chocolate
cupcakes, the conclusion can be drawn that the experiment was a success and pumpkin is an
excellent option for reducing fat and calories in chocolate cupcakes.
Sources of error for this experiment include measurement error when halving the recipe to
prevent waste of batter. When the recipe was cut in half, 1.5 eggs were required which required
whisking the egg before measuring. The texture of the final product could be altered if different
amounts of yolk and white were incorporated into the cupcakes. A second source of error is the
Brookfield Viscometer. On two occasions, the viscometer would not give a reading on our batter
because it was too thick. This could be traced back to measurement error of the ingredients. A
final source of error would be the amount of batter that was placed in each cupcake cavity. Each
cavity was filled to 2/3 capacity which was not a standardized amount by weight. The amount of
batter in each cavity could have impacted height and diameter of the cupcakes.
The take home message is there is no difference in objective or subjective tests. This means that
to the consumer there was no difference in overall preference between the control cupcake and
the pumpkin cupcake. By adding pumpkin to cupcake batter the calories will be decreased and
there will be added nutritional benefits. Cupcake recipes can be altered to increase nutritional
value without compromising taste.
A suggestion for further work would be to replace the oil in cupcakes with other fruits or
vegetables. Since our data concluded that full replacement of oil with pumpkin shows no
significant changes in objective and subjective data, further research is needed to see if other
fruits and vegetables are equally successful. More research could determine if pumpkin is an
adequate fat-replacer in other baked goods such as cookies or brownies.
Results:
Objective Data
Table 3: Control cupcake objective data
CONTROL TA (G) VISCOSITY
(12RPM)
DIAMETER
(CM)
HEIGHT
(CM)
TRIAL 1 18.7 N/A 7.1 4.2
TRIAL 2 24.7 15300 6.5 4.5
TRAIL 3 34.7 17200 6.5 4.5
AVERAGE 26.03 16250 6.70 4.40
STANDARD
DEVIATION
8.08 1343.50 0.35 0.17
Table 4: ½ oil, ½ pumpkin cupcake objective data
1/2 AND 1/2 TA (G) VISCOSITY
(12RPM)
DIAMETER
(CM)
HEIGHT
(CM)
TRIAL 1 27.3 14500 7 4.8
TRIAL 2 18.4 N/A 7.5 5
TRAIL 3 30.9 13200 7.5 5
AVERAGE 25.53 13850 7.33 4.93
STANDARD
DEVIATION
6.43 919.24 0.29 0.12
Table 5: Full replacement of oil with pumpkin objective data
PUMPKIN TA (G) VISCOSITY
(12RPM)
DIAMETER
(CM)
HEIGHT
(CM)
TRIAL 1 21.8 17730 6 3.8
TRIAL 2 26.5 12200 6 3.75
TRAIL 3 16.5 13200 6 4
AVERAGE 21.60 14377 6.00 3.85
STANDARD
DEVIATION
5.00 2946.80 0.00 0.13
Table 6: Statistical analyses of objective data.
Comparison (TA) Difference q P value
================================== ========== ======= ===========
Control vs 1/2 and 1/2 0.4000 0.07696 ns P>0.05
Control vs Pumpkin 3.600 0.6926 ns P>0.05
1/2 and 1/2 vs Pumpkin 3.200 0.6157 ns P>0.05
Comparison (Viscosity) Difference q P value
================================== ========== ======= ===========
Control vs 1/2 and 1/2 1600.0 0.3352 ns P>0.05
Control vs Pumpkin 51.700 0.01158 ns P>0.05
1/2 and 1/2 vs Pumpkin -1548.3 0.3467 ns P>0.05
Comparison (Diameter) Difference q P value
================================== ========== ======= ===========
Control vs 1/2 and 1/2 -0.6333 4.214 ns P>0.5
Control vs Pumpkin 0.7000 4.657 * P<0.05
1/2 and 1/2 vs Pumpkin 1.333 8.871 ** P<0.01
Pumpkin Control 1/2 and
1/2
6 6.7 7.33
a
b
Comparison (Height) Difference q P value
================================== ========== ======= ===========
Control vs 1/2 and 1/2 -0.3750 0.6426 ns P>0.05
Control vs Pumpkin 0.6875 1.178 ns P>0.05
1/2 and 1/2 vs Pumpkin 1.063 1.821 ns P>0.05
0.00
5.00
10.00
15.00
20.00
25.00
30.00
35.00
40.00
TA (g)
Average Texture Analyzer
Control 1/2 and 1/2 Pumpkin
Figure 1: Average force applied to all three variables.
Figure 2: Average viscosity for all three variables.
Figure 3: Average diameter for all three variables.
0
5000
10000
15000
20000
Viscosity (12rpm)
Average Viscosity
Control 1/2 and 1/2 Pumpkin
0.00
1.00
2.00
3.00
4.00
5.00
6.00
7.00
8.00
9.00
Diameter (cm)
Average Diameter
Control 1/2 and 1/2 Pumpkin
aab
Figure 4: Average height for all three variables.
Subjective Data
Table 7: Average Subjective Data and statistical analysis for Softness
Control 1/2 and
1/2
Pumpkin
Average 3.1 2.6 2.2
Standard
Deviation
2.1 1.2 1.2
0.00
1.00
2.00
3.00
4.00
5.00
6.00
Height (cm)
Average Height
Control 1/2 and 1/2 Pumpkin
Comparison Difference q P value
================================== ========== ======= ===========
Control vs 1/2 and 1/2 0.01250 0.01463 ns P>0.05
Control vs Pumpkin 0.1375 0.1609 ns P>0.05
1/2 and 1/2 vs Pumpkin 0.1250 0.1463 ns P>0.05
Figure 5: Average ranking of softness. Note: A lower value is considered more desirable.
Table 8: Average Subjective Data and statistical analysis for Moisture
Control 1/2 and
1/2
Pumpkin
Average 3.6 3.4 2.6
Standard
Deviation
1.8 1.2 1.7
0
1
2
3
4
5
6
Softness Ran
king
Average Ranking for Softness
Control 1/2 and 1/2 Pumpkin
Comparison Difference q P value
================================== ========== ======= ===========
Control vs 1/2 and 1/2 -0.1900 0.2085 ns P>0.05
Control vs Pumpkin 0.2100 0.2305 ns P>0.05
1/2 and 1/2 vs Pumpkin 0.4000 0.4390 ns P>0.05
Figure 6: Average Rankings for moisture of all three variables. Note: A lower value is
considered more desirable.
0
1
2
3
4
5
6
Moisture Ran
king
Average Ranking for Moisture
Control 1/2 and 1/2 pumpkin
Table 9: Average Subjective Data and statistical analysis for Preference
Control 1/2 and
1/2
Pumpkin
Average 3.1 2.6 2.7
Standard
Deviation
1.7 1 1.4
Comparison Difference q P value
================================== ========== ======= ===========
Control vs 1/2 and 1/2 -0.2900 0.2968 ns P>0.05
Control vs Pumpkin 0.1100 0.1126 ns P>0.05
1/2 and 1/2 vs Pumpkin 0.4000 0.4093 ns P>0.05
0
1
2
3
4
5
6
Preference Ran
king
Average Ranking for Preference
Control 1/2 and 1/2 pumpkin
Figure 7: Average ranking for preference. Note: A lower value is considered more
desirable.
Table 10: Average Subjective Data and statistical analysis for Ranking
Control 1/2 and
1/2
Pumpkin
Average 2.1 2.1 1.8
Standard
Deviation
0.9 0.7 0.8
Comparison Difference q P value
================================== ========== ======= ===========
Control vs 1/2 and 1/2 -0.3167 0.4017 ns P>0.05
Control vs Pumpkin 0.3500 0.4439 ns P>0.05
1/2 and 1/2 vs Pumpkin 0.6667 0.8456 ns P>0.05
Figure 8: Average ranking for overall ranking. Note: A lower value is considered more
desirable.
0
0.5
1
1.5
2
2.5
3
3.5
Overall Ran
king
Average Overall Ranking
Control 1/2 and 1/2 Pumpkin
References:
American Dietetic Association. 2005. Position of the American Dietetic Association: Fat
Replacers. Journal of the American Dietetic Association. 105: 266-275.
Khalil AH. 1998. The influence of carbohydrate-based fat replacers with and without
emulsifiers on the quality characteristics of low fat cake. Plant Foods for Human
Nutrition 52: 299-313.
Lucca PA, Tepper BJ. 1994. Fat replacers and the functionality of fat in foods. Trends in Food
Science and Technology 5(1):12-19.
Min B, Bae IY, Lee HG, Yoo SH, Lee S. 2010. Utilization of pectin-enriched materials from
apple pomace as a fat replace in a model food system. Bioresource Technology.
101(14): 5414-5418.
Palzer S. 2009. Food structures for nutrition, health and wellness. Trends in Food Science and
Technology 20(5):194-200.
Sanchez C, Klopfenstein CF, Walker CE. 1995. Use of carbohydrate-based fat substitutes and
emulsifying agents in reduced-fat shortbread cookies. Cereal Chemistry. 72(1): 25-29.
Voragen AGJ. 1998. Technological aspects of functional food-related carbohydrates. Trends in
Food Science and Technology 9(8-9):328-335.
Weaver C., Daniel J. 2003. Equipment Guide. 2nd ed. Boca Raton: CRC Press. p 107-109, 127-
129.
White JF and others. 1989. Non-digestible fat substitutes of low-caloric value. Patent Number:
4, 861, 613. Grant.
Zoulias E, Oreopoulou V, Kounalaki E. 2002. Effect of fat and sugar replacement on cookie
properties. Journal of the Science of Food and Agriculture. 82(14): 1637-1644.
Appendix:
Sensory Evaluation
Please try all three cupcakes.
Rank the three cupcakes in order of preferance.
302 _______
422 _______
506 ________
Please indicate where each cupcake falls on all three scales. Write the number of each cupcake
above your mark. (There should be three marks on each scale, one for each cupcake.)
Like ExtremelyLike SlightlyDislike Slightly
Dislike
Extremely
Dislike
Moderately
Neither Like or
Dislike
Like Moderately