| Literature DB >> 32012746 |
Miaomiao Li1, Jinhua Du1, Yaxin Zheng1.
Abstract
Non-starch polysaccharides (NSPs) in beers attract extensive attention due to their health benefits. The aim of this work was to investigate and compare NSPs including arabinoxylan, arabinogalactan, β-glucans, and mannose polymers in wheat and barley malt beers as well as the influence on its quality. NSPs in wheat beers (1953-2923 mg/L) were higher than that in barley malt beers (1442-1756 mg/L). Arabinoxylan was the most abundant followed by arabinogalactan. In contrast to barley malt beers, wheat beers contained more mannose polymers (130-182 mg/L) than β-glucan (26-99 mg/L), indicating that more arabinoxylan, arabinogalactan, and mannose polymers came from wheat malt. The substitution degree of arabinoxylan in wheat beers (0.57-0.66) was lower than that in barley malt beers (0.68-0.72), while the degree of polymerization (38-83) was higher (p < 0.05) than that in barley malt beers (38-48), indicating different structures of arabinoxylan derived from barley malt and wheat malt. NSPs, especially arabinoxylan content, positively correlated (p < 0.01) with real extract and viscosity of beers. Furthermore, wheat and barley malt beers were well separated in groups by principal component analysis.Entities:
Keywords: arabinogalactan; arabinoxylan; barley malt beers; mannose polymers; non-starch polysaccharides; viscosity; wheat beers; β-glucan
Year: 2020 PMID: 32012746 PMCID: PMC7073560 DOI: 10.3390/foods9020131
Source DB: PubMed Journal: Foods ISSN: 2304-8158
Figure 1Purification procedure of non-starch polysaccharides (NSPs) in commercial beers.
Calibration curves of standard monosaccharides.
| Monosaccharides | Retention Time (min) | Calibration Curves | Determination Coefficient ( | Linearity Range (mg/L) | LOD (mg/L) | LOQ (mg/L) |
|---|---|---|---|---|---|---|
| L-arabinose | 6.969 | Y = 2158.161x + 171.123 | 0.9997 | 0-100 | 0.54 | 1.79 |
| D-xylose | 8.339 | Y = 1873.081x + 80.836 | 0.9992 | 0-200 | 0.73 | 2.43 |
| D-mannose | 11.453 | Y = 1586.438x − 639.508 | 0.9994 | 0-50 | 1.33 | 4.43 |
| D-galactose | 12.577 | Y = 1762.792x − 585.619 | 0.9994 | 0-50 | 1.29 | 4.29 |
| D-glucose | 13.671 | Y = 1352.029x − 883.032 | 0.9994 | 0-100 | 1.84 | 6.14 |
Note: , square of the determination coefficient; LOD, limit of detection; LOQ, limit of quantitation.
Overview of beer main physicochemical indices, total carbohydrate, and total non-starch polysaccharides.
| OE | RE | ABV | Viscosity | RDF | TC | NSPs | NSPs/TC | |
|---|---|---|---|---|---|---|---|---|
| BB1 | 10.4 ± 0.0 | 3.46 ± 0.00 | 4.50 ± 0.01 | 1.33 ± 0.01 | 67.9 ± 0.0 | 30.6 ± 0.6 | 1520 ± 3 | 5.0 ± 0.0 |
| BB2 | 11.3 ± 0.0 | 3.81 ± 0.00 | 4.90 ± 0.00 | 1.39 ± 0.00 | 67.6 ± 0.1 | 32.2 ± 0.5 | 1548 ± 5 | 4.8 ± 0.0 |
| BB3 | 11.4 ± 0.0 | 3.74 ± 0.00 | 5.01 ± 0.00 | 1.39 ± 0.00 | 68.5 ± 0.0 | 32.6 ± 1.6 | 1588 ± 2 | 4.9 ± 0.0 |
| BB4 | 11.5 ± 0.0 | 3.78 ± 0.00 | 5.05 ± 0.00 | 1.37 ± 0.00 | 68.4 ± 0.0 | 33.2 ± 0.4 | 1442 ± 14 | 4.3 ± 0.0 |
| BB5 | 12.2 ± 0.1 | 4.16 ± 0.01 | 5.27 ± 0.01 | 1.46 ± 0.00 | 67.2 ± 0.1 | 33.9 ± 0.8 | 1756 ± 8 | 5.2 ± 0.0 |
| BB6 | 12.3 ± 0.0 | 3.84 ± 0.00 | 5.58 ± 0.01 | 1.39 ± 0.01 | 70.2 ± 0.2 | 32.1 ± 1.1 | 1536 ± 5 | 4.8 ± 0.0 |
| Mean | 11.5 ± 0.7 a | 3.80 ± 0.22 a | 5.05 ± 0.36 a | 1.39 ± 0.04 b | 68.3 ± 1.1 a | 32.4 ± 1.1 a | 1565 ± 105 b | 4.8 ± 0.3 b |
| WB1 | 10.3 ± 0.0 | 3.87 ± 0.00 | 4.19 ± 0.00 | 1.42 ± 0.00 | 63.7 ± 0.0 | 32.7 ± 1.5 | 2145 ± 17 | 6.5 ± 0.1 |
| WB2 | 11.2 ± 0.0 | 3.91 ± 0.01 | 4.76 ± 0.00 | 1.46 ± 0.00 | 66.4 ± 0.0 | 35.6 ± 0.6 | 2324 ± 5 | 6.5 ± 0.0 |
| WB3 | 11.4 ± 0.0 | 3.99 ± 0.00 | 4.84 ± 0.00 | 1.47 ± 0.00 | 66.3 ± 0.0 | 35.3 ± 0.3 | 2407 ± 8 | 6.8 ± 0.0 |
| WB4 | 11.5 ± 0.0 | 3.93 ± 0.01 | 4.93 ± 0.01 | 1.49 ± 0.00 | 67.0 ± 0.1 | 36.3 ± 0.5 | 2194 ± 111 | 6.0 ± 0.0 |
| WB5 | 11.6 ± 0.0 | 3.96 ± 0.00 | 5.00 ± 0.00 | 1.48 ± 0.00 | 67.2 ± 0.1 | 35.4 ± 1.1 | 2289 ± 8 | 6.5 ± 0.0 |
| WB6 | 11.6 ± 0.0 | 3.85 ± 0.00 | 5.09 ± 0.00 | 1.42 ± 0.00 | 68.2 ± 0.0 | 34.1 ± 0.3 | 2382 ± 47 | 7.0 ± 0.1 |
| WB7 | 11.6 ± 0.0 | 3.77 ± 0.00 | 5.16 ± 0.01 | 1.49 ± 0.00 | 68.9 ± 0.0 | 31.3 ± 0.3 | 2299 ± 1 | 7.3 ± 0.0 |
| WB8 | 11.8 ± 0.0 | 4.14 ± 0.01 | 5.02 ± 0.00 | 1.51 ± 0.00 | 66.2 ± 0.2 | 36.3 ± 0.4 | 2179 ± 22 | 6.0 ± 0.1 |
| WB9 | 11.8 ± 0.0 | 4.15 ± 0.00 | 5.02 ± 0.00 | 1.55 ± 0.00 | 66.2 ± 0.0 | 34.9 ± 0.8 | 2536 ± 9 | 7.3 ± 0.0 |
| WB10 | 11.9 ± 0.1 | 3.99 ± 0.00 | 5.17 ± 0.00 | 1.49 ± 0.00 | 67.7 ± 0.0 | 37.9 ± 0.2 | 2417 ± 7 | 6.4 ± 0.0 |
| WB11 | 12.0 ± 0.0 | 3.93 ± 0.01 | 5.31 ± 0.01 | 1.40 ± 0.00 | 68.7 ± 0.1 | 29.9 ± 0.6 | 2141 ± 18 | 7.2 ± 0.1 |
| WB12 | 12.3 ± 0.0 | 3.64 ± 0.00 | 5.68 ± 0.00 | 1.56 ± 0.00 | 71.7 ± 0.2 | 27.1 ± 1.3 | 1953 ± 117 | 7.2 ± 0.1 |
| WB13 | 12.3 ± 0.0 | 4.40 ± 0.00 | 5.24 ± 0.00 | 1.54 ± 0.00 | 65.8 ± 0.1 | 37.9 ± 1.4 | 2615 ± 11 | 6.9 ± 0.0 |
| WB14 | 12.5 ± 0.0 | 4.00 ± 0.00 | 5.61 ± 0.01 | 1.52 ± 0.00 | 69.5 ± 0.0 | 34.9 ± 0.6 | 2514 ± 7 | 7.2 ± 0.0 |
| WB15 | 12.5 ± 0.0 | 4.36 ± 0.00 | 5.39 ± 0.00 | 1.79 ± 0.00 | 66.7 ± 0.0 | 39.1 ± 0.3 | 2923 ± 12 | 7.5 ± 0.0 |
| Mean | 11.7 ± 0.6 a | 3.99 ± 0.20 a | 5.09 ± 0.36 a | 1.51 ± 0.09 a | 67.3 ± 1.9 a | 34.6 ± 3.2 a | 2355 ± 235 a | 6.8 ± 0.5 a |
OE, original extract (oP); RE, real extract (% w/w); ABV, alcohol by volume (%, v/v); Viscosity (mPa﹒s) RDF, real degree of fermentation (%); TC, total carbohydrate (g/L); NSPs, non-starch polysaccharides (mg/L); NSPs/TC, proportion of total NSP in total carbohydrate (%, w/w); BB, barley malt beers; WB, wheat beers. Values are mean ± standard deviation of three replications. Means represent average value ± standard deviation of all beer samples in the same category; different letters indicate significant difference among the average values of barley malt beers and wheat beers under the p < 0.05 level.
Content and percentage of arabinoxylan, arabinogalactan, β-glucan, and mannose polymers in total non-starch polysaccharides.
| Beer | Individual NSP Content (mg/L) | Percentage of Individual NSP in Total NSP (%, | ||||||
|---|---|---|---|---|---|---|---|---|
| AX | AG | BG | MP | AX | AG | BG | MP | |
| BB1 | 790 ± 5 | 197 ± 4 | 190 ± 1 | 125 ± 1 | 51.9 ± 0.3 | 12.9 ± 0.3 | 12.5 ± 0.1 | 8.2 ± 0.1 |
| BB2 | 895 ± 6 | 211 ± 5 | 113 ± 0 | 125 ± 7 | 57.8 ± 0.4 | 13.6 ± 0.3 | 7.3 ± 0.0 | 8.0 ± 0.4 |
| BB3 | 881 ± 11 | 193 ± 4 | 128 ± 0 | 119 ± 2 | 55.4 ± 0.1 | 12.1 ± 0.3 | 8.0 ± 0.0 | 7.5 ± 0.1 |
| BB4 | 814 ± 7 | 189 ± 3 | 125 ± 2 | 127 ± 4 | 56.4 ± 0.5 | 13.1 ± 0.2 | 8.7 ± 0.1 | 8.8 ± 0.2 |
| BB5 | 1000 ± 3 | 200 ± 5 | 106 ± 2 | 138 ± 3 | 56.9 ± 0.2 | 11.4 ± 0.3 | 6.0 ± 0.1 | 7.8 ± 0.2 |
| BB6 | 813 ± 4 | 200 ± 4 | 187 ± 0 | 145 ± 1 | 52.9 ± 0.3 | 13.0 ± 0.2 | 12.2 ± 0.0 | 9.4 ± 0.1 |
| Mean ( | 865 ± 78 b | 198 ± 8 b | 141 ± 37 a | 130 ± 10 b | 55.2 ± 2.3 b | 12.7 ± 0.8 b | 9.1 ± 2.6 a | 8.3 ± 0.7 a |
| WB1 | 1369 ± 6 | 284 ± 6 | 47 ± 1 | 148 ± 5 | 63.8 ± 0.3 | 13.2 ± 0.3 | 2.2 ± 0.1 | 6.9 ± 0.2 |
| WB2 | 1375 ± 8 | 342 ± 7 | 66 ± 4 | 168 ± 4 | 59.2 ± 0.3 | 14.7 ± 0.3 | 2.8 ± 0.2 | 7.2 ± 0.2 |
| WB3 | 1538 ± 8 | 340 ± 5 | 72 ± 1 | 130 ± 2 | 63.9 ± 0.3 | 14.1 ± 0.2 | 3.0 ± 0.0 | 5.4 ± 0.1 |
| WB4 | 1309 ± 8 | 306 ± 3 | 99 ± 2 | 156 ± 1 | 59.7 ± 0.4 | 13.9 ± 0.1 | 4.5 ± 0.1 | 7.1 ± 0.1 |
| WB5 | 1379 ± 12 | 337 ± 7 | 66 ± 1 | 164 ± 7 | 60.2 ± 0.5 | 14.7 ± 0.3 | 2.9 ± 0.0 | 7.2 ± 0.3 |
| WB6 | 1529 ± 33 | 370 ± 7 | 39 ± 0 | 166 ± 4 | 64.2 ± 1.4 | 15.5 ± 0.3 | 1.6 ± 0.0 | 7.0 ± 0.0 |
| WB7 | 1458 ± 3 | 347 ± 3 | 92 ± 1 | 163 ± 1 | 63.4 ± 0.1 | 15.1 ± 0.1 | 4.0 ± 0.1 | 7.1 ± 0.0 |
| WB8 | 1400 ± 17 | 330 ± 3 | 88 ± 1 | 137 ± 3 | 64.3 ± 0.8 | 15.1 ± 0.1 | 4.0 ± 0.0 | 6.3 ± 0.1 |
| WB9 | 1490 ± 7 | 337 ± 3 | 76 ± 2 | 140 ± 4 | 58.8 ± 0.3 | 13.3 ± 0.1 | 3.0 ± 0.1 | 5.5 ± 0.1 |
| WB10 | 1488 ± 8 | 360 ± 5 | 81 ± 0 | 174 ± 8 | 61.6 ± 0.3 | 14.9 ± 0.2 | 3.3 ± 0.0 | 7.2 ± 0.3 |
| WB11 | 1365 ± 6 | 303 ± 3 | 26 ± 1 | 164 ± 6 | 63.8 ± 0.3 | 14.1 ± 0.1 | 1.2 ± 0.0 | 7.6 ± 0.2 |
| WB12 | 1271 ± 12 | 273 ± 4 | 64 ± 0 | 162 ± 2 | 65.1 ± 0.6 | 14.0 ± 0.2 | 3.3 ± 0.0 | 8.3 ± 0.1 |
| WB13 | 1649 ± 10 | 392 ± 1 | 73 ± 1 | 154 ± 0 | 63.1 ± 0.4 | 15.0 ± 0.0 | 2.8 ± 0.0 | 5.9 ± 0.0 |
| WB14 | 1786 ± 8 | 377 ± 3 | 46 ± 0 | 142 ± 1 | 71.0 ± 0.3 | 15.0 ± 0.1 | 1.8 ± 0.0 | 5.7 ± 0.1 |
| WB15 | 1951 ± 13 | 393 ± 4 | 88 ± 0 | 182 ± 1 | 66.7 ± 0.4 | 13.5 ± 0.1 | 3.0 ± 0.0 | 6.2 ± 0.0 |
| Mean | 1491 ± 184 a | 339 ± 36 a | 68 ± 21 b | 157 ± 15 a | 63.3 ± 3.2 a | 14.4 ± 0.7 a | 2.9 ± 0.9 b | 6.7 ± 0.8 b |
NSPs, non-starch polysaccharides; AX, arabinoxylan; AG, arabinogalactan; BG, β-glucan; MP, mannose polymers calculated by mannan; BB, barley malt beer; WB, wheat beer. Values are mean ± standard deviation of three replications. Means represent average value ± standard deviation of all beer samples in the same category; different letters indicate significant difference among the average values of barley malt beers and wheat beers under the p < 0.05 level.
The ratio of arabinose to xylose (A/X) and the average degree of polymerization (avDP) of arabinoxylan.
| Beer | Brewers’ Country | Raw Material | A/X | avDP |
|---|---|---|---|---|
| BB1 | Germany | Barley malt | 0.71 ± 0.00 | 46 ± 0 |
| BB2 | Germany | Barley malt | 0.69 ± 0.01 | 45 ± 0 |
| BB3 | China | Barley malt | 0.68 ± 0.00 | 38 ± 0 |
| BB4 | Germany | Barley malt | 0.68 ± 0.01 | 38 ± 0 |
| BB5 | Germany | Barley malt | 0.71 ± 0.00 | 48 ± 0 |
| BB6 | Germany | Barley malt | 0.72 ± 0.00 | 42 ± 0 |
| Mean ( | 0.70 ± 0.02 a | 43 ± 4 b | ||
| WB1 | China | Barley malt, wheat malt | 0.61 ± 0.00 | 40 ± 0 |
| WB2 | Germany | Wheat malt, barley malt | 0.59 ± 0.00 | 52 ± 0 |
| WB3 | Germany | Wheat malt, barley malt | 0.58 ± 0.00 | 57 ± 0 |
| WB4 | Germany | Wheat malt, barley malt | 0.58 ± 0.01 | 51 ± 0 |
| WB5 | Germany | Wheat malt, barley malt | 0.58 ± 0.00 | 50 ± 0 |
| WB6 | Germany | Wheat malt, barley malt | 0.57 ± 0.00 | 38 ± 1 |
| WB7 | Germany | Wheat malt, barley malt | 0.58 ± 0.00 | 57 ± 0 |
| WB8 | Germany | Wheat malt, barley malt | 0.60 ± 0.00 | 64 ± 1 |
| WB9 | Germany | Wheat malt, barley malt | 0.60 ± 0.00 | 44 ± 0 |
| WB10 | Germany | Wheat malt, barley malt | 0.57 ± 0.00 | 55 ± 0 |
| WB11 | China | Barley malt, wheat malt | 0.66 ± 0.00 | 61 ± 0 |
| WB12 | China | Barley malt, wheat malt | 0.60 ± 0.00 | 50 ± 0 |
| WB13 | Germany | Wheat malt, barley malt | 0.59 ± 0.00 | 39 ± 0 |
| WB14 | Germany | Wheat malt, barley malt | 0.59 ± 0.00 | 63 ± 0 |
| WB15 | Germany | Wheat malt, barley malt | 0.57 ± 0.00 | 83 ± 1 |
| Mean ( | 0.59 ± 0.02 b | 54 ± 12 a |
A/X, the ratio of arabinose to xylose; avDP, the average degree of polymerization; BB, barley malt beers; WB, wheat beers. Values are mean ± standard deviation of three replications. Means represent average value ± standard deviation of all beer samples in the same category; different letters indicate significant difference among the average values of barley malt beers and wheat beers under the p < 0.05 level.
Pearson correlation coefficient matrix of variables for all beer samples.
| AX | AG | BG | MP | NSPs | TC | |
|---|---|---|---|---|---|---|
| AX | 1 | |||||
| AG | 0.959 ** | 1 | ||||
| BG | −0.726 ** | −0.695 ** | 1 | |||
| MP | 0.646 ** | 0.683 ** | −0.518 * | 1 | ||
| NSPs | 0.979 ** | 0.966 ** | −0.674 ** | 0.670 ** | 1 | |
| TC | 0.552 ** | 0.580 ** | −0.163 | 0.276 | 0.624 ** | 1 |
| OE | 0.392 | 0.328 | −0.184 | 0.353 | 0.350 | 0.221 |
| RE | 0.643 ** | 0.586 ** | −0.372 | 0.318 | 0.681 ** | 0.771 ** |
| ABV | 0.211 | 0.158 | −0.068 | 0.290 | 0.144 | −0.056 |
| Viscosity | 0.768 ** | 0.658 ** | −0.349 | 0.568 ** | 0.765 ** | 0.510 * |
| RDF | −0.278 | −0.278 | 0.224 | 0.023 | −0.360 | −0.587 ** |
The parameters are presented as follows: AX, arabinoxylan; AG, arabinogalactan; BG, β-glucan; MP, Mannose polymers; NSPs, non-starch polysaccharides; TC, total carbohydrate; OE, original extract; RE, real extract; ABV, alcohol by volume; RDF, real degree of fermentation. The number of samples n = 21, including 15 wheat beers samples and 6 barley malt beers. Data are correlation coefficient r; * the correlation coefficient is significant at level p < 0.05, and ** the correlation coefficient is significant at the level p < 0.01.
Rotated principal component loadings of variables and evaluating indices.
| PC1 | PC2 | PC3 | |
|---|---|---|---|
| Original extract | 0.185 | 0.309 |
|
| Real extract | 0.294 |
| 0.199 |
| Alcohol by volume | 0.108 | 0.005 |
|
| Real degree of fermentation | 0.527 | 0.566 | 0.399 |
| Viscosity | −0.128 | −0.616 |
|
| Total carbohydrates | 0.207 |
| −0.088 |
| Non-starch polysaccharides |
| 0.513 | 0.056 |
| Arabinoxylan |
| 0.444 | 0.115 |
| Arabinogalactan |
| 0.406 | 0.056 |
| β-Glucan |
| −0.025 | 0.064 |
| Mannose polymers |
| 0.069 | 0.238 |
| Eigenvalue | 4.014 | 3.013 | 2.662 |
| Explained variance (%) | 36.5 | 27.4 | 24.2 |
| Cumulative (%) | 36.5 | 63.9 | 88.1 |
Note: the first three factors (eigenvalues over 1) are selected for the principal component interpretation; bold numbers are factor loadings higher than 0.60.
Figure 2Principal component scores scatter plot for 21 beer samples: (a) Score scatter plots of PC1 vs. PC2 and (b) score scatter plots of PC1 vs. PC3. For illustration purposes, blue rhomb represents wheat beers and red triangle represents barley malt beers.