Submitted:
06 February 2025
Posted:
06 February 2025
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Meaterials
2.2. Sample Preparation
2.3. Physicochemical Properties
2.3.2. Crust Color
2.3.3. Moisture Content
2.3.4. Texture Profile Analysis
2.4. Consumer Accpetnace Test
2.4.1. Subjects
2.4.2. Sample Preparation and Presentation
2.4.3. Test Procedure
2.5. Statistical Analysis
3. Results and Discussion
3.1. Physicochemical Properties
3.2. Consumer Acceptance Test
3.2.1. Consumer Acceptance and Drivers of (dis) Liking
3.2.2. Consumer Perception of Fat Replacers

3.3. Correlation Between Physicochemical Properties and Consumer Acceptance
4. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
Abbreviations
| MD | Maltodextrin |
| WPI | Whey protein isolate |
| MCT | Medium-chain triglycerides |
| TPA | Texture profile analysis |
| ANOVA | Analysis of variance |
| CA | Correspondence analysis |
| MFA | Multiple factor analysis |
| HCPC | Hierarchical clustering on principle component analysis |
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| Samples | Base Ingredients | Fat and Fat Replacers 2 | ||||||||
| Flour | Sugar | Egg | Baking Powder | Limon Juice | Salt | Butter | MD | WPI | MCT | |
| CON | 50 | 50 | 50 | 2 | 1 | 0.5 | 50 | 0 | 0 | 0 |
| MD | 25 | 25 | 0 | 0 | ||||||
| WPI | 25 | 0 | 25 | 0 | ||||||
| MCT | 25 | 0 | 0 | 25 | ||||||
| MD+WPI | 25 | 12.5 | 12.5 | 0 | ||||||
| MD+MCT | 25 | 12.5 | 0 | 12.5 | ||||||
| WPI+MCT | 25 | 0 | 12.5 | 12.5 | ||||||
| MD+WPI+MCT | 25 | 8.33 | 8.33 | 8.33 | ||||||
| Samples | pH***1) | Crust Color | MoistureContent* (%) | ||
| L* | a** | b | |||
| CON | 8.61±0.14b2) | 44.0±4.25abc | 10.7±0.47c | 36.7±2.62 | 34.7±1.36abc |
| MD | 8.47±0.18bc | 41.2±3.16c | 11.0±0.26bc | 34.9±5.12 | 38.5±3.52a |
| WPI | 8.27±0.10c | 50.1±4.62a | 12.0±0.58a | 43.6±6.20 | 29.6±0.24bcd |
| MCT | 8.94±0.12a | 49.1±1.87ab | 10.6±0.24c | 40.2±3.33 | 27.4±2.73cd |
| MD+WPI | 8.37±0.09c | 42.8±3.56bc | 11.7±0.55ab | 36.5±2.27 | 36.6±3.26ab |
| MD+MCT | 8.63±0.11b | 42.4±6.27bc | 10.9±0.21bc | 34.5±5.95 | 31.7±2.80abcd |
| WPI+MCT | 8.63±0.11b | 48.9±1.14ab | 11.3±0.31bc | 41.6±2.84 | 26.0±9.25d |
| MD+WPI+MCT | 8.48±0.10bc | 42.7±2.69bc | 11.0±0.32bc | 37.4±2.67 | 32.1±4.45abcd |
| Samples | Hardness***1) | Cohesiveness*** | Springiness | Chewiness*** |
| CON | 159±20.8b2) | 0.54±0.04d | 0.80±0.03 | 68.1±4.43cde |
| MD | 98.9±10.4c | 0.62±0.01c | 0.91±0.04 | 55.2±3.59e |
| WPI | 169±37.5b | 0.66±0.04abc | 0.86±0.02 | 95.3±17.4b |
| MCT | 107±8.2c | 0.69±0.02ab | 0.86±0.05 | 63.9±0.70de |
| MD+WPI | 319±26.8a | 0.67±0.01ab | 0.85±0.03 | 183.3±22.0a |
| MD+MCT | 159±11.9b | 0.65±0.01bc | 0.85±0.03 | 88.0±5.19bc |
| WPI+MCT | 118±22.8c | 0.71±0.03a | 0.86±0.03 | 71.3±10.8cde |
| MD+WPI+MCT | 137±21.4bc | 0.70±0.01a | 0.85±0.02 | 81.5±11.0bcd |
| Samples | Overall*1) | Appearance | Odor | Taste/Flavor*** | Texture*** |
| CON | 6.25±1.98a2) | 6.29±1.81 | 6.20±1.85 | 6.38±1.72ab | 5.89±2.22ab |
| MD | 5.51±1.89b | 6.33±1.86 | 6.18±1.50 | 5.53±1.77c | 5.07±2.22bc |
| WPI | 5.36±1.52b | 5.95±1.82 | 5.98±1.59 | 5.38±1.72c | 4.71±1.61c |
| MCT | 5.89±1.82ab | 6.24±1.92 | 6.00±1.70 | 5.89±2.00abc | 5.71±2.12ab |
| MD+WPI | 5.89±1.51ab | 5.95±1.63 | 6.05±1.67 | 5.78±1.94bc | 5.29±2.03bc |
| MD+MCT | 6.25±1.53a | 6.22±1.87 | 6.24±1.76 | 6.44±1.66ab | 6.15±1.75a |
| WPI+MCT | 5.69±1.88ab | 5.89±2.14 | 5.89±1.95 | 6.11±1.83abc | 5.27±1.88bc |
| MD+WPI+MCT | 6.29±1.56a | 5.67±2.09 | 6.38±1.72 | 6.64±1.67a | 6.29±1.82a |
| Category | Frequency (%) | |
| Consumption frequency | ||
| 2-3 times per week | 32 | (58.3) |
| 2-3 times per month | 19 | (34.5) |
| Less than once a month | 4 | (7.2) |
| Consumption context | ||
| Meal replacement | 13 | (23.6) |
| Snack | 41 | (74.5) |
| Reasons for concern | ||
| Caloric content | 21 | (38.2) |
| Nutritional facts | 7 | (12.7) |
| Ingredient | 3 | (5.5) |
| Others (e.g., taste) | 8 | (14.5) |
| None | 16 | (29.1) |
| Category | Frequency (%) 1 | |
| Positive (n=42, 76.4%) | ||
| Low calorie | 30 | (71.4) |
| Low fat | 9 | (21.4) |
| Good for health | 8 | (19.0) |
| Weight loss and obesity prevention | 7 | (16.7) |
| Nutritional benefits | 3 | (7.1) |
| Neutral (n=12, 21.8%) | ||
| Lack of urgency | 4 | (33.3) |
| Unfamiliar with fat replacers | 2 | (16.7) |
| No strong option | 2 | (16.7) |
| Negative (n=1, 1.8%) | ||
| Lack of safety information | 1 | (100.0) |
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