| Literature DB >> 31217668 |
M Kinner1, S Nitschko1, J Sommeregger1, A Petrasch1, G Linsberger-Martin1, H Grausgruber2, E Berghofer1, S Siebenhandl-Ehn1.
Abstract
Naked barley is an underutilized crop that is suitable for the production of functional food: it contains remarkable amounts of β-glucans, which are well known for their blood cholesterol and short-time blood sugar regulating properties and their impact on weight regulation. The aim of the present work was to develop naked barley bread with satisfying sensory characteristics and good baking qualities that could augment the intake of dietary fiber, especially β-glucans and therefore meet the requirements of the EFSA health claim for β-glucans. The results of the multiple response optimization suggest that the elevated use of water, malt flour and margarine in pure naked barley bread augment the sensory attractiveness whereas the use of acidifier and pre-gelatinized flour has a negative effect on the sensory quality.Entities:
Keywords: AF, Acidifier; Beta-glucan; Bread; DFT, Dough fermentation time; DY, Dry yeast; Hordeum vulgare; Hull-less barley; MA, Baking margarine; MF, Malt flour; Multiple response optimization; PGF, Pre-gelatinized flour; PP, Pan proofing; db, Dry basis; rH, Relative humidity
Year: 2011 PMID: 31217668 PMCID: PMC6559324 DOI: 10.1016/j.jcs.2011.01.001
Source DB: PubMed Journal: J Cereal Sci ISSN: 0733-5210 Impact factor: 3.616
Levels of the factors used in the experimental design for the production of barley bread and for the optimized recipe.
| Factor level | Factor | |||||||
|---|---|---|---|---|---|---|---|---|
| DFT [min] | PP [min] | H2O [%] | DY [%] | AF [%] | PGF [%] | MF [%] | MA [%] | |
| −1 | 10 | 10 | 60.32 | 1.27 | 0.00 | 0.00 | 0.00 | 0.00 |
| 0 | 15 | 15 | 63.35 | 1.58 | 0.40 | 1.50 | 1.00 | 2.50 |
| +1 | 20 | 20 | 66.38 | 1.89 | 0.80 | 3.00 | 2.00 | 5.00 |
| Optimized | 17.5 | 10 | 66.27 | 1.30 | 0.01 | 0.08 | 2.00 | 1.05 |
Values of ingredients are expressed as percent flour weight.
Plackett-Burman design matrix (2^8 × 3/32) with observed values for physical and sensory attributes.
| Run | Variables | Dough characteristics | Bread texture | Sensory attributes | ||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DFT | PP | H2O | DY | AF | PGF | MF | MA | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | |
| 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4.4 | 15.8 | 14.7 | 216.0 | 2289.7 | 35.3 | 36.9 | 0.34 | 78.9 | 74.8 | 2 | 2 | 2 | 2 | 3 | 1 |
| 2 | 1 | −1 | 1 | −1 | −1 | −1 | 1 | 1 | 5.0 | 23.8 | 24.1 | 223.2 | 5273.3 | 22.1 | 22.5 | 0.35 | 70.2 | 72.4 | 4 | 4 | 3 | 4 | 3 | 4 |
| 3 | 1 | 1 | −1 | 1 | −1 | −1 | −1 | 1 | 5.0 | 29.7 | 29.9 | 198.3 | 1908.9 | 42.8 | 45.5 | 0.34 | 73.0 | 73.5 | 2 | 3 | 2 | 3 | 2 | 3 |
| 4 | −1 | 1 | 1 | −1 | 1 | −1 | −1 | −1 | 4.0 | 16.2 | 12.3 | 219.1 | 2223.9 | 33.2 | 37.8 | 0.32 | 85.3 | 73.8 | 4 | 1 | 3 | 2 | 3 | 1 |
| 5 | 1 | −1 | 1 | 1 | −1 | 1 | −1 | −1 | 5.0 | 14.8 | 11.8 | 221.2 | 2320.2 | 42.4 | 48.4 | 0.36 | 73.5 | 72.5 | 3 | 2 | 3 | 1 | 3 | 4 |
| 6 | 1 | 1 | −1 | 1 | 1 | −1 | 1 | −1 | 4.1 | 13.8 | 13.4 | 210.8 | 2175.9 | 46.5 | 51.8 | 0.34 | 83.9 | 75.0 | 2 | 1 | 3 | 2 | 2 | 2 |
| 7 | 1 | 1 | 1 | −1 | 1 | 1 | −1 | 1 | 4.1 | 21.0 | 18.9 | 202.5 | 2275.2 | 43.6 | 44.3 | 0.28 | 76.4 | 73.1 | 2 | 2 | 2 | 2 | 3 | 2 |
| 8 | −1 | 1 | 1 | 1 | −1 | 1 | 1 | −1 | 5.0 | 22.5 | 14.9 | 203.6 | 1969.4 | 31.2 | 35.2 | 0.38 | 76.2 | 71.1 | 3 | 2 | 4 | 2 | 3 | 4 |
| 9 | −1 | −1 | 1 | 1 | 1 | −1 | 1 | 1 | 4.1 | 41.1 | 31.6 | 200.7 | 2190.1 | 31.5 | 34.0 | 0.32 | 73.8 | 72.7 | 3 | 3 | 2 | 4 | 3 | 1 |
| 10 | −1 | −1 | −1 | 1 | 1 | 1 | −1 | 1 | 4.1 | 10.8 | 10.5 | 185.0 | 2472.2 | 58.1 | 60.4 | 0.34 | 79.3 | 76.7 | 1 | 2 | 1 | 1 | 1 | 1 |
| 11 | 1 | −1 | −1 | −1 | 1 | 1 | 1 | −1 | 4.0 | 12.1 | 12.9 | 209.3 | 2313.8 | 60.3 | 67.5 | 0.32 | 82.4 | 74.2 | 1 | 1 | 2 | 2 | 1 | 1 |
| 12 | −1 | 1 | −1 | −1 | −1 | 1 | 1 | 1 | 5.1 | 19.1 | 17.1 | 195.6 | 1940.5 | 37.8 | 40.6 | 0.38 | 69.0 | 70.8 | 3 | 4 | 1 | 3 | 2 | 3 |
| 13 | −1 | −1 | −1 | −1 | −1 | −1 | −1 | −1 | 5.0 | 11.0 | 8.6 | 209.3 | 2331.3 | 51.7 | 56.0 | 0.37 | 80.2 | 76.8 | 2 | 2 | 4 | 1 | 2 | 3 |
| 14 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4.4 | 16.0 | 17.4 | 211.3 | 2362.3 | 38.6 | 41.5 | 0.35 | 79.1 | 73.1 | 2 | 2 | 2 | 2 | 1 | 2 |
| 15 | −1 | 1 | −1 | 1 | 1 | 1 | −1 | −1 | 4.0 | 10.8 | 8.8 | 197.0 | 1804.9 | 72.4 | 78.2 | 0.33 | 82.8 | 74.8 | 1 | 1 | 1 | 1 | 1 | 2 |
| 16 | −1 | −1 | 1 | −1 | 1 | 1 | 1 | −1 | 4.1 | 11.5 | 10.8 | 200.6 | 1953.1 | 37.3 | 41.8 | 0.33 | 83.4 | 72.8 | 4 | 1 | 4 | 1 | 4 | 2 |
| 17 | 1 | −1 | −1 | 1 | −1 | 1 | 1 | 1 | 5.1 | 16.6 | 12.3 | 214.5 | 2242.0 | 37.0 | 40.4 | 0.37 | 70.6 | 69.9 | 2 | 3 | 1 | 2 | 1 | 3 |
| 18 | −1 | 1 | −1 | −1 | 1 | −1 | 1 | 1 | 4.1 | 16.2 | 15.8 | 217.0 | 2229.7 | 43.6 | 45.8 | 0.33 | 79.0 | 73.4 | 2 | 2 | 1 | 1 | 1 | 1 |
| 19 | −1 | −1 | 1 | −1 | −1 | 1 | −1 | 1 | 5.0 | 28.0 | 29.2 | 203.1 | 2218.0 | 35.0 | 36.6 | 0.35 | 71.2 | 71.2 | 3 | 3 | 2 | 3 | 2 | 3 |
| 20 | −1 | −1 | −1 | 1 | −1 | −1 | 1 | −1 | 5.0 | 19.5 | 16.8 | 140.9 | 1642.1 | 40.5 | 44.1 | 0.37 | 78.4 | 73.4 | 2 | 3 | 4 | 3 | 3 | 3 |
| 21 | 1 | −1 | −1 | −1 | 1 | −1 | −1 | 1 | 4.0 | 16.2 | 13.7 | 204.9 | 2127.2 | 44.1 | 45.3 | 0.32 | 76.9 | 73.7 | 2 | 2 | 1 | 1 | 1 | 1 |
| 22 | 1 | 1 | −1 | −1 | −1 | 1 | −1 | −1 | 5.0 | 14.8 | 11.0 | 221.7 | 2577.5 | 58.6 | 65.2 | 0.36 | 77.8 | 73.4 | 2 | 1 | 4 | 1 | 2 | 3 |
| 23 | 1 | 1 | 1 | −1 | −1 | −1 | 1 | −1 | 5.0 | 34.3 | 30.5 | 210.2 | 2051.3 | 27.1 | 30.5 | 0.37 | 77.8 | 70.2 | 2 | 2 | 3 | 3 | 1 | 3 |
| 24 | −1 | 1 | 1 | 1 | −1 | −1 | −1 | 1 | 5.0 | 21.9 | 18.9 | 214.2 | 2317.5 | 31.1 | 33.1 | 0.32 | 72.0 | 72.3 | 2 | 3 | 3 | 3 | 2 | 3 |
| 25 | 1 | −1 | 1 | 1 | 1 | −1 | −1 | −1 | 4.1 | 15.6 | 11.9 | 180.6 | 2642.3 | 40.4 | 45.2 | 0.31 | 81.5 | 73.6 | 2 | 1 | 4 | 1 | 2 | 2 |
| 26 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 4.1 | 25.1 | 22.3 | 214.8 | 2298.0 | 37.0 | 38.8 | 0.32 | 75.3 | 71.7 | 1 | 2 | 1 | 2 | 2 | 1 |
| 27 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4.5 | 22.1 | 21.7 | 214.1 | 2341.2 | 34.8 | 37.5 | 0.34 | 81.3 | 73.0 | 2 | 2 | 2 | 2 | 3 | 2 |
[Low (−1); High (+1); Center point (0)] A: pH-value; B: stickiness after kneading; C: stickiness after DFT; D: circumference/kg flour; E: volume/kg flour; F: F25; G: Fmax; H: elasticityrel; I: L∗ crust; J: L∗ crumb; K: appearance; L: browning; M: consistence crust; N: consistence crumb; O: mouthfeel; P: smell & taste.
Direction of optimization and impact factor for each response variable of the multiple response optimization.
| Observed variable | Direction of optimization | Impact factor | |
|---|---|---|---|
| Minimize | Maximize | ||
| Dough | |||
| pH-value | X | 1 | |
| Stickiness after kneading | X | 2 | |
| Stickiness after dft | X | 2 | |
| Bread | |||
| Circumference/kg flour | X | 4 | |
| Volume/kg flour | X | 4 | |
| F25 | X | 3 | |
| Fmax | X | 3 | |
| Elasticityrel | X | 4 | |
| L∗ crust | X | 2 | |
| L∗ crumb | X | 2 | |
| Sensory | |||
| Appearance | X | 4 | |
| Browning | X | 2 | |
| Consistence crust | X | 4 | |
| Consistence crumb | X | 3 | |
| Mouthfeel | X | 5 | |
| Smell & taste | X | 5 | |
Proximate composition of naked barley flour (cv. Hiberna).
| Constituent | % db |
|---|---|
| Dry matter | 88.00 ± 0.12 |
| Ash | 1.12 ± 0.02 |
| Protein N × 5.83 | 9.62 ± 0.10 |
| Fat | 1.66 ± 0.02 |
| Total starch | 69.61 ± 1.54 |
| Total | 3.16 ± 0.18 |
| Dietary fiber, insoluble | 2.36 ± 0.24 |
| Dietary fiber, soluble | 4.27 ± 0.03 |
Summary of Regression analysis of Plackett-Burman design for prediction of significant experimental factors.
| Observed parameter | Factor | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| R2 | DFT [min] | PP [min] | H2O [%] | DY [%] | AF [%] | PGF [%] | MF [%] | MA [%] | |
| Dough | |||||||||
| pH-value | 98.78 | −0.0000 | |||||||
| Stickiness after kneading | 59.05 | +0.0070 | +0.0182 | ||||||
| Stickiness after DFT | 57.84 | +0.0209 | +0.0065 | ||||||
| Bread | |||||||||
| Circumference/kg flour | 34.24 | ||||||||
| Volume/kg flour | 37.29 | ||||||||
| F25 | 87.43 | −0.0000 | +0.0010 | +0.0006 | −0.0004 | −0.0034 | |||
| Fmax | 87.66 | −0.0000 | +0.0017 | +0.0005 | −0.0007 | −0.0003 | |||
| Elasticityrel | 84.87 | −0.0107 | −0.0000 | +0.0049 | −0.0227 | ||||
| L∗ crust | 89.87 | +0.0000 | −0.0000 | ||||||
| L∗ crumb | 69.83 | −0.0039 | +0.0043 | −0.0041 | |||||
| Sensory | |||||||||
| Appearance | 53.86 | +0.0049 | |||||||
| Browning | 90.32 | −0.0000 | +0.0067 | +0.0000 | |||||
| Consistence crust | 74.83 | +0.0139 | −0.0139 | −0.0483 | −0.0000 | ||||
| Consistence crumb | 62.42 | −0.0162 | +0.0162 | +0.0162 | |||||
| Mouthfeel | 37.90 | +0.0095 | |||||||
| Smell&taste | 80.93 | −0.0000 | |||||||
Significant positive effects are marked with (+) and negative ones with (−), both are shown with the P-Value at the 95% confidence level.
Fig. 1A. Pure naked barley bread produced according to the optimized recipe. B. Pure naked barley bread meets the health claim requirements for beta-glucan within the nutrition recommendation.