Non-Starch Polysaccharides in Wheat Beers and Barley Malt beers: A Comparative Study
Abstract
:1. Introduction
2. Materials and Methods
2.1. Materials and Reagents
2.2. Determination of Main Physicochemical Indices, Total Carbohydrate, and β-Glucans
2.3. Determination of Total NSPs, Arabinoxylan, Arabinogalactan, and Mannose Polymers
2.3.1. Purification of NSPs in Beers
2.3.2. Monosaccharide Composition
2.3.3. Calculation
2.4. Statistical Analysis
3. Results and Discussion
3.1. Total Carbohydrate and Non-Starch Polysaccharides
3.2. Individual Non-Starch Polysaccharide
3.2.1. Arabinoxylan (AX)
AX Content
A/X and avDP of AX
3.2.2. Arabinogalactan
3.2.3. β-Glucan
3.2.4. Mannose Polymers
3.3. Percentage of Arabinoxylan, Arabinogalactan, β-Glucan, and Mannose Polymers in NSPs
3.4. Principal Component Analysis of NSP Contents and Physicochemical Indices
4. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
- Comino, P.; Shelat, K.; Collins, H.; Lahnstein, J.; Gidley, M.J. Separation and purification of soluble polymers and cell wall fractions from wheat, rye and hull less barley endosperm flours for structure-nutrition studies. J. Agric. Food Chem. 2013, 61, 12111–12122. [Google Scholar] [CrossRef] [PubMed]
- Comino, P.; Collins, H.; Lahnstein, J.; Gidley, M.J. Effects of diverse food processing conditions on the structure and solubility of wheat, barley and rye endosperm dietary fiber. J. Food Eng. 2016, 169, 228–237. [Google Scholar] [CrossRef] [Green Version]
- Buksa, K.; Nowotna, A.; Ziobro, R.; Praznik, W. Molecular properties of arabinoxylan fractions isolated from rye grain of different quality. J. Cereal Sci. 2014, 60, 368–373. [Google Scholar] [CrossRef]
- Fincher, G.B.; Stone, B.A. Cell walls and their components in cereal grain technology. In Advances in Cereal Science and Technology; Pomeranz, Y., Ed.; AACC: St. Paul, MN, USA, 1986; pp. 207–295. [Google Scholar]
- Pellny, T.K.; Lovegrove, A.; Freeman, J.; Tosi, P.; Love, C.G.; Knox, J.P.; Shewry, P.R.; Mitchell, R.A. Cell walls of developing wheat starchy endosperm: Comparison of composition and RNA-Seq transcriptome. Plant Physiol. 2012, 158, 612–627. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Fadel, A.; Mahmoud, A.M.; Ashworth, J.J.; Li, W.; Ng, Y.L.; Plunkett, A. Health-related effects and improving extractability of cereal arabinoxylans. Int. J. Bio Macromol. 2017, 109, 819–831. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Jamar, C.; Du Jardin, P.; Fauconnier, M. Cell wall polysaccharides hydrolysis of malting barley (Hordeum vulgare L.): A review. Biotechnol. Agron. Son. 2011, 15, 301–313. [Google Scholar]
- Fincher, G.B.; Stone, B.A. Water-soluble arabinogalactan-peptide from wheat endosperm. Aust. J. Bio Sci. 1974, 27, 117–132. [Google Scholar] [CrossRef] [Green Version]
- Fincher, G.B.; Sawyer, W.H.; Stone, B.A. Chemical and physical properties of anarabinogalactan-peptide from wheat endosperm. Biochem. J. 1974, 139, 535–545. [Google Scholar] [CrossRef] [Green Version]
- Huma, B.U.A.; Farhan, S.; Nazir, A.; Ali, I.; Bushra, N.; Muhammad, A. Functional and health-endorsing properties of wheat and barley cell wall’s non-starch polysaccharides. Int. J. Food Prop. 2018, 21, 1463–1480. [Google Scholar]
- Santisa, M.A.D.; Kosikb, O.; Passmoreb, D.; Flagellaa, Z.; Shewryb, P.R. Comparison of the dietary fibre composition of old and modern durum wheat (triticum turgidum spp. durum) genotypes. Food Chem. 2017, 244, 304–310. [Google Scholar] [CrossRef]
- Zielke, C.; Stradner, A.; Nilsson, L. Characterization of cereal β-glucan extracts: Conformation and structural aspects. Food Hydrocoll. 2018, 79, 218–227. [Google Scholar] [CrossRef]
- Saeed, F.; Pasha, I.; Anjum, F.M.; Sultan, J.I.; Arshad, M. Arabinoxylan and arabinogalactan content in different spring wheats. Int. J. Food Prop. 2014, 17, 713–721. [Google Scholar] [CrossRef]
- Mendis, M.; Leclerc, E.; Simsek, S. Arabinoxylans, gut microbiota and immunity. Carbohydr. Polym. 2015, 139, 159–166. [Google Scholar] [CrossRef] [PubMed]
- Wolever, T.M.; Jenkins, A.L.; Prudence, K.; Johnson, J.; Duss, R.; Chu, Y.; Steinert, R.E. Effect of adding oat bran to instant oatmeal on glycemic response in humans—A study to establish the minimum effective dose of oat β-glucan. Food Funct. 2018, 9, 1692–1700. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Thandapilly, S.J.; Ndou, S.P.; Yanan, W.; Nyachoti, C.M.; Ames, N.P. Barley β-glucan increases fecal bile acid excretion and short chain fatty acid levels in mildly hypercholesterolemic individuals. Food Funct. 2018, 9, 3092–3096. [Google Scholar] [CrossRef]
- Rosicka-Kaczmarek, J.; Komisarczyk, A.; Nebesny, E. Heteropolysaccharide preparations from rye and wheat bran as sources of antioxidants. J. Cereal Sci. 2018, 81, 37–43. [Google Scholar] [CrossRef]
- Mendis, M.; Simsek, S. Arabinoxylans and human health. Food Hydrocoll. 2014, 42, 239–243. [Google Scholar] [CrossRef]
- Tester, R.F.; Alghazzewi, F.H. Mannans and health, with a special focus on glucomannans. Food Res. Int. 2013, 50, 384–391. [Google Scholar] [CrossRef]
- Cyran, M.; Izydorczyk, M.S.; Macgregor, A.W. Structural characteristics of water-extractable non-starch polysaccharides from barley malt. Cereal Chem. 2002, 79, 359–366. [Google Scholar] [CrossRef]
- Jin, Y.-L.; Speers, R.A.; Paulson, A.T.; Stewart, R.J. Effects of β-glucans and environmental factors on the viscosities of wort and beer. J. Inst. Brew. 2004, 110, 104–116. [Google Scholar] [CrossRef]
- Voragen, A.G.J.; Schols, H.A.; Marijs, J.; Rombouts, F.M.; Angelino, S.A.G.F. Non-starch polysaccharides from barley: Structural features and breakdown during malting. J. Inst. Brew. 1987, 93, 202–208. [Google Scholar] [CrossRef]
- Izydorczyk, M.S.; Biliaderis, C.G.; Bushuk, W. Physical properties of water-soluble pentosans from different wheat varieties. Cereal Chem. 1991, 68, 145–150. [Google Scholar]
- Li, M.; Du, J.; Han, Y.; Li, J.; Bao, J.; Zhang, K. Non-starch polysaccharides in commercial beers on China market: Mannose polymers content and its correlation with beer physicochemical indices. J. Food Compos. Anal. 2019, 79, 122–127. [Google Scholar] [CrossRef]
- Suhasini, A.W.; Muralikrishna, G.; Malleshi, N.G. Free sugars and non-starch polysaccharide contents of good and poor malting varieties of wheat and their malts. Food Chem. 1997, 60, 537–540. [Google Scholar] [CrossRef]
- Courtin, C.M.; Broekaert, W.F.; Swennen, K.; Aerts, G.; Craeyveld, V.V.; Delcour, J.A. Occurrence of arabinoxylo-oligosaccharides and arabinogalactan peptides in beer. J. Am. Soc. Brew. Chem. 2009, 67, 112–117. [Google Scholar] [CrossRef]
- Krahl, M.; Müller, S.; Zarnkow, M.; Back, W.; Becker, T. Arabinoxylan and fructan in the malting and brewing process. Qual. Assur. Saf. Crops Foods 2009, 1, 246–255. [Google Scholar] [CrossRef]
- Schwarz, P.B.; Han, J. Arabinoxylan content of commercial beers. J. Am. Soc. Brew. Chem. 1995, 53, 157–159. [Google Scholar] [CrossRef]
- Li, Y.; Lu, J.; Gu, G.; Shi, Z.; Mao, Z. Studies on water-extractable arabinoxylans during malting and brewing. Food Chem. 2005, 93, 33–38. [Google Scholar] [CrossRef]
- Courtin, C.M.; Delcour, J.A. Physicochemical and bread-making properties of low molecular weight wheat-derived arabinoxylans. J. Agric. Food Chem. 1998, 46, 4066–4073. [Google Scholar] [CrossRef]
- Buksa, K.; Praznik, W.; Loeppert, R.; Nowotna, A. Characterization of water and alkali extractable arabinoxylan from wheat and rye under standardized conditions. J. Food Sci. Technol. 2016, 53, 1389–1398. [Google Scholar] [CrossRef] [Green Version]
- Comino, P.; Collins, H.; Lahnstein, J.; Beahan, C.; Gidley, M.J. Characterisation of soluble and insoluble cell wall fractions from rye, wheat and hull-less barley endosperm flours. Food Hydrocoll. 2014, 41, 219–226. [Google Scholar] [CrossRef] [Green Version]
- Gebruers, K.; Courtin, C.M.; Goesaert, H.; Van Campenhout, S.; Delcour, J.A. Endoxylanase inhibition activity in different European wheat cultivars and milling fractions. Cereal Chem. 2002, 79, 613–616. [Google Scholar] [CrossRef]
- Girhammar, U.; Nair, B.M. Isolation, separation and characterization of water soluble non-starch polysaccharides from wheat and rye. Food Hydrocoll. 1992, 6, 285–299. [Google Scholar] [CrossRef]
- Loosveld, A.; Maes, C.; Van Casteren, W.H.M.; Schols, H.A.; Grobet, P.J.; Delcour, J.A. Structural variation and levels of waterextractable arabinogalactan-peptide in European wheat flours. Cereal Chem. 1998, 75, 815–819. [Google Scholar] [CrossRef]
- Robert, P.; Marquis, M.; Barron, C.; Guillon, F.; Saulnier, L. FTIR investigation of cell wall polysaccharides from cereal grains. Arabinoxylan infrared assignment. J. Agric. Food Chem. 2005, 53, 7014–7018. [Google Scholar] [CrossRef]
- Collins, H.M.; Burton, R.A.; Topping, D.L.; Liao, M.; Bacic, A.; Fincher, G.B. REVIEW: Variability in fine structures of non-cellulosic cell wall polysaccharides from cereal grains: Potential importance in human health and nutrition. Cereal Chem. 2010, 87, 272–282. [Google Scholar] [CrossRef]
- Henry, R.J. Pentosan and (1-3), (1-4)-β-glucan concentrations in endosperm and wholegrain of wheat, barley, oats and rye. J. Cereal Sci. 1987, 6, 253–258. [Google Scholar] [CrossRef]
- Fincher, G.B. Morphology and chemical composition of barley endospermcell walls. J. Inst. Brew. 1975, 81, 116–122. [Google Scholar] [CrossRef]
- Han, J.Y.; Schwarz, P.B. Arabinoxylan composition in barley, malt, and beer. J. Am. Soc. Brew. Chem. 1996, 54, 216–220. [Google Scholar] [CrossRef]
- Jaworski, N.W.; Laerke, H.N.; Knudsen, K.E.; Stein, H.H. Carbohydrate composition and in vitro digestibility of dry matter and non-starch polysaccharides in corn, sorghum, and wheat and coproducts from these grains. J. Anim. Sci. 2015, 93, 1103–1113. [Google Scholar] [CrossRef]
Monosaccharides | Retention Time (min) | Calibration Curves | Determination Coefficient (r2) | 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 |
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 (n = 6) | 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 (n = 15) | 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 |
Beer No. | Individual NSP Content (mg/L) | Percentage of Individual NSP in Total NSP (%, w/w) | ||||||
---|---|---|---|---|---|---|---|---|
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 (n = 6) | 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 (n = 15) | 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 |
Beer No. | 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 (n = 6) | 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 (n = 15) | 0.59 ± 0.02 b | 54 ± 12 a |
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 ** |
PC1 | PC2 | PC3 | |
---|---|---|---|
Original extract | 0.185 | 0.309 | 0.917 |
Real extract | 0.294 | 0.883 | 0.199 |
Alcohol by volume | 0.108 | 0.005 | 0.988 |
Real degree of fermentation | 0.527 | 0.566 | 0.399 |
Viscosity | −0.128 | −0.616 | 0.747 |
Total carbohydrates | 0.207 | 0.898 | −0.088 |
Non-starch polysaccharides | 0.835 | 0.513 | 0.056 |
Arabinoxylan | 0.860 | 0.444 | 0.115 |
Arabinogalactan | 0.868 | 0.406 | 0.056 |
β-Glucan | −0.859 | −0.025 | 0.064 |
Mannose polymers | 0.786 | 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 |
© 2020 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 (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Li, M.; Du, J.; Zheng, Y. Non-Starch Polysaccharides in Wheat Beers and Barley Malt beers: A Comparative Study. Foods 2020, 9, 131. https://doi.org/10.3390/foods9020131
Li M, Du J, Zheng Y. Non-Starch Polysaccharides in Wheat Beers and Barley Malt beers: A Comparative Study. Foods. 2020; 9(2):131. https://doi.org/10.3390/foods9020131
Chicago/Turabian StyleLi, Miaomiao, Jinhua Du, and Yaxin Zheng. 2020. "Non-Starch Polysaccharides in Wheat Beers and Barley Malt beers: A Comparative Study" Foods 9, no. 2: 131. https://doi.org/10.3390/foods9020131
APA StyleLi, M., Du, J., & Zheng, Y. (2020). Non-Starch Polysaccharides in Wheat Beers and Barley Malt beers: A Comparative Study. Foods, 9(2), 131. https://doi.org/10.3390/foods9020131