Fortification of Pea and Potato Protein Isolates in Oat-Based Milk Alternatives; Effects on the Sensory and Volatile Profile
Abstract
:1. Introduction
2. Methods
2.1. Materials
2.2. Preparation and Production
2.3. Sensory Analysis
2.4. Instrumental Analysis
2.4.1. Volatile Compounds—Solid-Phase Microextraction Followed by Gas Chromatography-Mass Spectrometry (SPME GC–MS)
2.4.2. Colour Analysis
2.4.3. Particle Size Analysis
2.5. Statistical Analysis
3. Results
3.1. Sensory Analysis
3.2. Volatile Analyses
3.3. Relating the Sensory Flavour Profile to the Volatile Composition through Multiple Factor Analysis
Compound | LRI a | Confidence b | Aroma Descriptor c | Sample d | Significance of Sample (p Value) e | ||||
---|---|---|---|---|---|---|---|---|---|
Control | 1% Pea | 1% Potato | 2.4% Pea | Pea/Potato Combination | |||||
Esters | |||||||||
methyl propanoate | 628 | A | Fruity, rum | 2.40 b | 1.82 ab | 2.38 b | 1.30 a | 1.71 ab | 0.026 |
methyl butanoate | 720 | A | Fruity, creamy | 6.00 a | 7.14 a | 5.79 a | 19.9 a | 5.81 a | 0.544 |
Aldehydes | |||||||||
2-methylpropanal | 552 | A | Cereal/straw | 9.57 ab | 10.5 b | 7.10 a | 15.8 c | 10.0 b | <0.0001 |
3-methylbutanal | 649 | A | Fruity | 32.7 a | 105.6 b | 83.9 b | 186.8 c | 102.1 b | <0.0001 |
2-methylbutanal | 659 | A | Cocoa | 16.7 a | 34.4 b | 12.9 a | 57.3 c | 23.4 a | <0.0001 |
hexanal | 802 | A | Green | 3767.4 ab | 16,083.0 c | 2052.6 a | 26937 d | 8141.7 b | <0.0001 |
2-hexenal | 853 | A | Green | 20.6 ab | 64.5 c | 12.8 a | 99.2 d | 36.5 b | <0.0001 |
heptanal | 903 | A | Green | 127.4 ab | 241.4 cd | 100.6 a | 300.1 d | 196.3 bc | <0.0001 |
2-heptenal | 951 | A | Green | 74.5 a | 172.2 b | 46.0 a | 146.1 b | 47.9 a | <0.0001 |
benzaldehyde | 959 | A | Almond | 60.3 ab | 119.1 c | 49.0 a | 244.7 d | 95.2 bc | <0.0001 |
octanal | 1007 | A | Fruit-like | 63.1 ab | 197.2 c | 40.6 a | 214.7 c | 84.7 b | <0.0001 |
butanal | 600 | A | Chocolate, malty | 18.9 a | 47.4 c | 11.80 a | 82.9 d | 32.3 b | <0.0001 |
2-octenal | 1063 | A | Fatty | 10.9 a | 32.0 b | 8.12 a | 35.7 b | 11.7 a | <0.0001 |
2-butenal | 650 | A | 3.23 | 16.1 | 1.60 | 5.16 | 1.85 | 0.122 | |
pentanal | 701 | A | Fermented, bready | 413.6 a | 1000.7 c | 296.2 a | 1200.9 d | 675.6 b | 0.006 |
2-pentenal | 754 | A | Green | 23.9 b | 53.3 c | 11.1 a | 45.5 c | 19.4 ab | <0.0001 |
nonanal | 1087 | B | Rose-orange | 90.4 a | 161.0 b | 84.8 a | 163.8 b | 127.8 ab | 0.003 |
Ketones/Diketones | |||||||||
2,3 butanedione | 593 | A | Buttery | 8.82 a | 8.60 a | 7.67 a | 10.6 a | 8.02 a | 0.163 |
2-butanone | 598 | A | Sharp sweet | 35.0 ab | 44.3 b | 26.8 a | 75.2 c | 31.9 ab | <0.0001 |
2-methyl-3-pentanone | 749 | A | Mint | 3.10 a | 3.97 b | 3.22 ab | 3.720 ab | 3.61 ab | 0.040 |
2-pentanone | 685 | A | Fruity, woody | 20.2 ab | 43.5 c | 11.2 a | 62.6 d | 26.5 b | <0.0001 |
2-hexanone | 791 | A | Fruity | 6.72 a | 58.0 b | 3.46 a | 127.7 c | 20.7 a | <0.0001 |
2-heptanone | 893 | A | Fruity | 70.5 a | 642.6 | 24.3 a | 1640.3 c | 282.5 a | <0.0001 |
3-octen-2-one | 1040 | A | Nutty, blue cheese | 9.71 a | 29.9 b | 4.25 a | 44.4 c | 10.4 a | <0.0001 |
2-decanone | 1188 | B | Orange, fermented | ND a | 8.59 c | ND a | 27.3 d | 1.96 b | <0.0001 |
2-nonanone | 1092 | A | Sweet green | ND a | 21.5 c | ND a | 62.6 d | 7.68 b | <0.0001 |
2,3 octanedione | 985 | A | Herbal | ND a | 25.1 c | ND a | 36.1 d | 9.69 b | <0.0001 |
2,3 pentanedione | 696 | A | Buttery | 40.4 a | 51.6 a | 28.6 a | 58.0 a | 14.2 a | 0.119 |
6-methyl-5-hepten-2-one | 986 | A | Citrus, fruity | 19.8 a | 31.9 b | 17.8 a | 43.0 c | 19.5 a | <0.0001 |
Furans | |||||||||
2-methylfuran | 603 | A | Chocolate | 2.60 a | 10.6 b | 4.28 a | 20.6 c | 4.59 a | <0.0001 |
3-methylfuran | 611 | A | 0.12 a | 2.19 b | ND a | 4.32 c | 0.74 a | <0.0001 | |
2-ethylfuran | 700 | A | Malty, beany | 28.1 a | 118.1 a | 40.6 a | 174.3 a | 106.7 a | 0.081 |
tetrahydrofuran | 626 | A | Ether | 86.3 a | 64.2 a | 106.9 a | 65.3 a | 67.8 a | 0.251 |
2-butyl furan | 892 | B | Spicy | 2.78 a | 10.5 a | 3.31 a | 41.1 b | 7.40 a | <0.0001 |
2-propyl furan | 790 | A | 2.88 a | 10.5 b | 5.72 ab | 22.4 c | 7.66 ab | <0.0001 | |
2-pentyl furan | 992 | A | Fruity, green | 205.8 a | 1244.5 b | 118.4 a | 3761.8 c | 642.0 a | <0.0001 |
Alkanes | |||||||||
octane | 800 | A | Gasoline | 109.2 a | 1428.6 b | 49.2 a | 3007.5 c | 242.0 a | <0.0001 |
1-nitropentane | 943 | B | ND a | 43.1 b | ND a | 104.2 c | 5.58 a | <0.0001 | |
2,4 dimethyl heptane | 821 | B | 132.3 ab | 102.6 a | 112.8 a | 118.0 ab | 152.4 b | 0.008 | |
Alkenes | |||||||||
1-octene | 794 | A | Gasoline | 6.51 a | 18.1 bc | 6.34 a | 27.0 c | 13.6 ab | <0.0001 |
(E)-2-octene | 804 | A | ND a | 13.6 b | ND a | 28.9 c | 0.76 a | <0.0001 | |
(Z)-2-octene | 811 | A | ND a | 13.8 b | ND a | 24.4 c | 2.83 a | <0.0001 | |
1-heptene | 689 | A | 6.38 | 8.98 | 5.76 | 13.1 | 12.8 | 0.136 | |
Terpenes | |||||||||
D-limonene | 1034 | A | Citrus | 32.1 b | 52.2 d | 41.4 c | 47.4 cd | 18.2 a | <0.0001 |
Alcohols | |||||||||
1-pentanol | 763 | A | Fermented | 227.0 ab | 437.1 c | 161.7 a | 561.0 d | 255.0 b | <0.0001 |
1-hexanol | 867 | A | Herbal | 18.5 a | 50.3 b | 10.8 a | 89.3 c | 22.1 a | <0.0001 |
1-heptanol | 968 | A | Green | 19.3 ab | 26.2 bc | 14.0 a | 31.8 c | 16.9 ab | 0.002 |
1-octen-3-ol | 983 | A | Mushroom | 82.9 b | 217.6 c | 47.8 a | 210.4 c | 44.7 a | <0.0001 |
1-octanol | 1073 | A | Waxy, mushroom | 19.3 a | 55.5 b | 17.1 a | 48.5 b | 11.3 a | <0.0001 |
1-penten-3-ol | 672 | A | Green | 49.9 b | 123.1 c | 32.0 a | 131.6 c | 27.2 a | <0.0001 |
Other | |||||||||
1,3 pentadiene | 515 | B | Acrid | ND a | 5.85 b | 38.3 d | 13.6 c | 80.5 e | <0.0001 |
2-methylthiophene | 786 | A | Sulphur | ND a | ND a | 3.30 c | ND a | 1.83 b | <0.0001 |
methylene chloride | 531 | B | Sweet | 404.1 b | 7.09 a | 6.74 a | 7.36 a | 7.60 a | <0.0001 |
2,5 dimethylpyrazine | 917 | A | Chocolate, musty, beefy | ND a | 5.84 b | 0.00 a | 16.4 c | 0.75 a | <0.0001 |
3.4. Particle Size
3.5. Colourimeter
3.6. Stability
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Sample Name a | Protein Addition (g/100 g) | Final Calculated Protein Concentration |
---|---|---|
Control | 0 | 1 |
1% Pea | 1.2 | 2 |
2.4% Pea | 3 | 3.4 |
1% Potato | 1.068 | 2 |
Pea/potato Combination | 0.6 (pea)/0.534 (potato) | 2 |
Modality | Attribute a | Reference and/or Descriptor b |
---|---|---|
Appearance | Off-white colour | D: amount of darkness or colour away from pure white |
Froth/foam | D: visual foam on surface of sample without stirring | |
Bubble size | D: Visual perceived size of bubbles on surface of sample without stirring | |
Glass cling | D: visual residue of sample on glass vial | |
Aroma | Overall intensity | D: strength of all aromas combined |
Sweet | Ref: Aqueous solution of sucrose | |
Nutty | Ref: Blended mixed nuts | |
Wet oats | Ref: Oats + cold water, soaked overnight | |
Single cream | Ref: Single cream | |
Malt | Ref: Barley malt extract | |
Stale | Ref: Flaked ground almonds | |
Brown bread | Ref: Sliced brown bread | |
Floury | Ref: Plain flour in water | |
Playdoh | D: Homemade playdoh | |
Green-note | Ref: Sugar snap pea | |
Potato starch | Ref: Cooked potato | |
Off-note | D: Mouldy/musty | |
Taste | Bitter | Ref: Aqueous solution of quinine |
Sweet | Ref: Aqueous solution of sucrose | |
Acid | Ref: Aqueous solution of citric acid | |
Metallic | Ref: Iron sulphate 0.0036 g/L | |
Flavour | Stale | Ref: Flaked ground almonds |
Brown bread | Ref: Sliced brown bread | |
Nutty | Ref: Blended mixed nuts | |
Wet oats | Ref: Oats + cold water, soaked overnight | |
Single cream | Ref: Single cream | |
Malt | Ref: Barley malt extract | |
Floury | Ref: Plain flour in water | |
Green-note | Ref: Sugar snap pea | |
Potato starch | Ref: Cooked potato | |
Off-note | D: Mouldy/musty | |
Mouthfeel | Mouthcoating | D: Residue of sample in mouth |
Powdery | D: Grainy or large particle size | |
Astringency | Ref: Tannic acid 0.2 g/L | |
Body | D: Sensation of palate fullness and viscosity | |
Aftertaste | Bitter | Ref: Aqueous solution of quinine |
Metallic | Ref: Iron sulphate 0.0036 g/L | |
Sweet | Ref: Aqueous solution of sucrose | |
Single cream | Ref: Single cream | |
Wet oats | Ref: Oats + cold water, soaked overnight | |
After-effects | Mouth coating | D: Residue of sample in mouth after swallowing |
Powdery | D: Grainy or large particles left in mouth after swallowing | |
Astringency | Ref: Tannic acid 0.2 g/L | |
Salivating | D: Saliva produced after swallowing |
Attributes | Mean Score (0–100) a | Significance of Sample (p-Value) b | ||||
---|---|---|---|---|---|---|
Control | 1% Pea | 1% Potato | 2.4% Pea | Pea/Potato Combination | ||
Aroma | ||||||
Overall Intensity | 41 b | 49.3 ab | 41.9 b | 57.7 a | 45.7 b | <0.0001 |
Sweet | 13.8 | 10.5 | 12.3 | 10 | 15.2 | 0.056 |
Wet Oat | 29 | 25.4 | 25.8 | 30 | 33.9 | 0.23 |
Malt | 0.5 | 1.4 | 4.3 | 0.4 | 4.4 | 0.30 |
Nutty | 1 | 3.5 | 0.8 | 3.6 | 3.9 | 0.15 |
Stale | 5.4 | 8.4 | 7 | 10.3 | 6.2 | 0.35 |
Single Cream | 0 | 0 | 0.2 | 0.1 | 0 | 0.071 |
Brown Bread | 4.3 | 10.2 | 12.7 | 9.7 | 9.3 | 0.22 |
Floury | 11.6 | 14.7 | 16.7 | 18.9 | 13.3 | 0.39 |
Playdoh | 15.5 | 20.9 | 9.6 | 21.6 | 13.2 | 0.12 |
Green Note | 2.2 | 4.1 | 2 | 6.5 | 2.9 | 0.42 |
Potato Starch | 4.2 | 5.8 | 11.2 | 4 | 8.6 | 0.19 |
Off-Note | 3 | 6.2 | 1.3 | 5.8 | 0.8 | 0.16 |
Appearance | ||||||
Off-White colour | 43.4 b | 48.8 ab | 51.1 ab | 55.5 a | 53.9 a | 0.0023 |
Glass Cling | 30.6 b | 29.1 b | 46.2 a | 36.2 ab | 39.9 ab | 0.0004 |
Froth/foam | 33.1 a | 8.2 b | 7.3 b | 5 b | 14 b | <.0001 |
Bubble size | 27.6 a | 6.6 b | 8 b | 3.3 b | 15.1 ab | 0.0001 |
Taste | ||||||
Sweet | 18.9 a | 12.1 a | 15.5 a | 3.6 b | 14.8 a | <.0001 |
Bitter | 8.2 b | 17.1 ab | 8.1 b | 24.2 a | 12.5 b | 0.0002 |
Acid/Tang | 0.8 | 1.4 | 0.8 | 4.7 | 0.8 | 0.082 |
Metallic | 8.6 ab | 14.9 ab | 3.8 b | 17.1 a | 7.8 ab | 0.011 |
Flavour | ||||||
Malty | 0.8 | 0.4 | 6 | 0.3 | 2.9 | 0.12 |
Wet oats | 36.9 | 29.2 | 33 | 25.2 | 30.5 | 0.12 |
Nutty | 6.5 | 4.1 | 3 | 2.7 | 4 | 0.45 |
Stale | 3.3 b | 9.6 ab | 6.8 ab | 15.2 a | 8.4 ab | 0.021 |
Single cream | 8.9 a | 1.4 b | 0.1 b | 0.1 b | 0 b | 0.0005 |
Brown Bread | 4.7 | 5.5 | 4.3 | 5.6 | 5.2 | 0.98 |
Floury | 5.2 b | 20.7 a | 19.9 a | 19.8 a | 20.9 a | 0.0041 |
Green Note | 3.6 | 3 | 1.3 | 4.1 | 1.4 | 0.52 |
Potato Starch | 1.6 | 5.2 | 8 | 7.9 | 9.7 | 0.39 |
Off-Note | 3.1 | 7.1 | 2.2 | 11.1 | 2.8 | 0.11 |
Mouthfeel | ||||||
Mouthcoating | 35.3 b | 31 b | 48.6 a | 37.4 ab | 41 ab | 0.0013 |
Body | 37.8 ab | 29.9 ab | 29.2 b | 38.4 a | 35.5 ab | 0.012 |
Powdery | 8.5 b | 16.8 b | 60 a | 12.5 b | 46.7 a | <.0001 |
Astringency | 12.1 b | 16.8 ab | 10.4 b | 22.7 a | 12.7 b | 0.0025 |
Aftertaste | ||||||
Bitter | 4.3 c | 14.3 ab | 5.7 bc | 19.2 a | 9.3 bc | 0.0004 |
Metallic | 9.5 ab | 16.5 a | 4.8 b | 17.2 a | 6.3 b | 0.0006 |
Sweet | 11.1 a | 4.7 bc | 8.3 ab | 2.5 c | 8.9 ab | 0.0006 |
Wet oats | 29.3 | 19.7 | 23.8 | 19.5 | 25.1 | 0.1 |
Single cream | 5.2 a | 2.1 ab | 0 b | 0.1 b | 0 b | 0.0023 |
After effects | ||||||
Mouthcoating | 17 b | 17.6 b | 29.7 a | 22.2 ab | 26.8 a | 0.0001 |
Powdery | 6.2 b | 10.8 b | 45.8 a | 9.7 b | 29.3 a | <0.0001 |
Astringent | 10.1 b | 14.5 ab | 9.9 b | 19.8 a | 12.5 ab | 0.025 |
Salivating | 19.8 | 18.2 | 17.6 | 19.3 | 17.7 | 0.97 |
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© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
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McCarron, R.; Methven, L.; Grahl, S.; Elliott, R.; Lignou, S. Fortification of Pea and Potato Protein Isolates in Oat-Based Milk Alternatives; Effects on the Sensory and Volatile Profile. Foods 2024, 13, 2075. https://doi.org/10.3390/foods13132075
McCarron R, Methven L, Grahl S, Elliott R, Lignou S. Fortification of Pea and Potato Protein Isolates in Oat-Based Milk Alternatives; Effects on the Sensory and Volatile Profile. Foods. 2024; 13(13):2075. https://doi.org/10.3390/foods13132075
Chicago/Turabian StyleMcCarron, Roisin, Lisa Methven, Stephanie Grahl, Ruan Elliott, and Stella Lignou. 2024. "Fortification of Pea and Potato Protein Isolates in Oat-Based Milk Alternatives; Effects on the Sensory and Volatile Profile" Foods 13, no. 13: 2075. https://doi.org/10.3390/foods13132075
APA StyleMcCarron, R., Methven, L., Grahl, S., Elliott, R., & Lignou, S. (2024). Fortification of Pea and Potato Protein Isolates in Oat-Based Milk Alternatives; Effects on the Sensory and Volatile Profile. Foods, 13(13), 2075. https://doi.org/10.3390/foods13132075