Physicochemical and Multiscale Structural Characterization of Sorghum Cultivars and Their Associations with Anti-Digestion Properties
Abstract
1. Introduction
2. Materials and Methods
2.1. Materials
2.2. Determination of Physicochemical Properties of Sorghum Flour
2.2.1. Basic Components Analysis
2.2.2. Free Phenolic Contents Analysis
2.2.3. Tannin Content Analysis
2.3. Isolation of Sorghum Starch
2.4. Starch Composition Analysis
2.4.1. Total Starch
2.4.2. Amylose Content
2.5. In Vitro Starch Digestion
2.6. Microscopic and Multi-Scale Structural Analysis
2.6.1. Scanning Electron Microscopy (SEM)
2.6.2. Fourier Transform Infrared Spectroscopy (FTIR)
2.6.3. Molecular Weight Determination
2.6.4. X-Ray Diffraction (XRD)
2.6.5. Small-Angle X-Ray Scattering (SAXS)
2.6.6. Differential Scanning Calorimetry (DSC)
2.6.7. Pasting Properties
2.7. Data Analysis
3. Results and Discussion
3.1. In Vitro Starch Digestion and Estimated Glycemic Index (eGI) Analysis
3.2. Compositional Analysis of Sorghum
3.2.1. Non-Starch Components
3.2.2. Starch Components
3.3. Granular Morphology, Thermal Properties, and Multi-Scale Structure Analysis
3.3.1. Observation of Starch Granule Morphology
3.3.2. Thermal Properties of Sorghum Starch
3.3.3. Pasting Properties of Sorghum Starch
3.3.4. Long-Range Crystalline and Short-Range Ordered Structures of Sorghum Starch
3.3.5. Lamellar Structure of Sorghum Starch
3.3.6. Molecular Weight Analysis of Sorghum Starch
3.4. Correlation Analysis Among Parameters
4. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Xiong, Y.; Zhang, P.Z.; Warner, R.D.; Fang, Z.X. Sorghum Grain: From Genotype, Nutrition, and Phenolic Profile to Its Health Benefits and Food Applications. Compr. Rev. Food Sci. Food Saf. 2019, 18, 2025–2046. [Google Scholar] [CrossRef] [PubMed]
- Deore, A.; Athmaselvi, K.A.; Venkatachalapathy, N. Effect of Ultrasound and Microwave Pretreatment on Sprouting, GABA, Bioactive Compounds, and Other Physicochemical Properties of Sorghum. Grain Oil Sci. Technol. 2023, 6, 91–99. [Google Scholar] [CrossRef]
- Semwal, J.; Meera, M.S. Infrared Modification of Sorghum to Produce a Low Digestible Grain Fraction. J. Cereal Sci. 2021, 102, 103341. [Google Scholar] [CrossRef]
- Awika, J.M.; Duodu, K.G. Bioactive Polyphenols and Peptides in Cowpea (Vigna Unguiculata) and Their Health Promoting Properties: A Review. J. Funct. Foods 2017, 38, 686–697. [Google Scholar] [CrossRef]
- Yousif, A.; Nhepera, D.; Johnson, S. Influence of Sorghum Flour Addition on Flat Bread In Vitro Starch Digestibility, Antioxidant Capacity and Consumer Acceptability. Food Chem. 2012, 134, 880–887. [Google Scholar] [CrossRef]
- Espinosa-Ramírez, J.; Serna-Saldívar, S.O. Functionality and Characterization of Kafirin-Rich Protein Extracts from Different Whole and Decorticated Sorghum Genotypes. J. Cereal Sci. 2016, 70, 57–65. [Google Scholar] [CrossRef]
- Ma, X.L.; Wang, H.M.; Zhang, Y.; Li, P.Y.; Li, D.Y.; Yu, K. Impact of Steam Explosion on Sorghum Starch Digestibility and Physicochemical Properties. Food Res. Int. 2025, 221, 117220. [Google Scholar] [CrossRef]
- Haziman, M.L.; Ishaq, M.I.; Qonit, M.A.H.; Lestari, E.G.; Susilawati, P.N.; Widarsih, W.; Syukur, C.; Herawati, H.; Arief, R.; Santosa, B.; et al. Sorghum Starch Review: Structural Properties, Interactions with Proteins and Polyphenols, and Modification of Physicochemical Properties. Food Chem. 2025, 463, 139810. [Google Scholar] [CrossRef] [PubMed]
- Sun, Q.; Han, Z.; Wang, L.; Xiong, L. Physicochemical Differences between Sorghum Starch and Sorghum Flour Modified by Heat-Moisture Treatment. Food Chem. 2014, 145, 756–764. [Google Scholar] [CrossRef]
- Girard, A.L.; Awika, J.M. Sorghum Polyphenols and Other Bioactive Components as Functional and Health Promoting Food Ingredients. J. Cereal Sci. 2018, 84, 112–124. [Google Scholar] [CrossRef]
- Hullings, A.G.; Sinha, R.; Liao, L.M.; Freedman, N.D.; Graubard, B.I.; Loftfield, E. Whole Grain and Dietary Fiber Intake and Risk of Colorectal Cancer in the NIH-AARP Diet and Health Study Cohort. Am. J. Clin. Nutr. 2020, 112, 603–612. [Google Scholar] [CrossRef] [PubMed]
- Sang, Y.; Bean, S.; Seib, P.A.; Pedersen, J.; Shi, Y.C. Structure and Functional Properties of Sorghum Starches Differing in Amylose Content. J. Agric. Food Chem. 2008, 56, 6680–6685. [Google Scholar] [CrossRef] [PubMed]
- Nakajima, S.; Horiuchi, S.; Ikehata, A.; Ogawa, Y. Determination of Starch Crystallinity with the Fourier-Transform Terahertz Spectrometer. Carbohydr. Polym. 2021, 262, 117928. [Google Scholar] [CrossRef]
- Wong, J.H.; Lau, T.; Cai, N.; Singh, J.; Pedersen, J.F.; Vensel, W.H.; Hurkman, W.J.; Wilson, J.D.; Lemaux, P.G.; Buchanan, B.B. Digestibility of Protein and Starch from Sorghum (Sorghum bicolor) Is Linked to Biochemical and Structural Features of Grain Endosperm. J. Cereal Sci. 2009, 49, 73–82. [Google Scholar] [CrossRef]
- Sudlapa, P.; Suwannaporn, P. Dual Complexation Using Heat Moisture Treatment and Pre-Gelatinization to Enhance Starch–Phenolic Complex and Control Digestibility. Food Hydrocoll. 2023, 136, 108280. [Google Scholar] [CrossRef]
- Zhu, S.N.; Li, J.; Li, W.Y.; Li, S.S.; Yang, X.; Liu, X.B.; Sun, L.J. Enzymic Catalyzing Affinity to Substrate Affects Inhibitor-Enzyme Binding Interactions: Inhibition Behaviors of EGCG against Starch Digestion by Individual and Co-Existing α-Amylase and Amyloglucosidase. Food Chem. 2022, 388, 133047. [Google Scholar] [CrossRef]
- Tu, J.C.; Adhikari, B.; Brennan, M.A.; Cheng, P.; Bai, W.D.; Brennan, C.S. Interactions between Sorghum Starch and Mushroom Polysaccharides and Their Effects on Starch Gelatinization and Digestion. Food Hydrocoll. 2023, 139, 108504. [Google Scholar] [CrossRef]
- Ma, X.L.; Zhang, Y.; Chu, X.B.; Wei, L.L.; Li, P.Y.; Yu, K. Effects of Steam Explosion on the Structural, Physicochemical, and Functional Characteristics of Dietary Fiber in Sorghum Grains. LWT 2025, 218, 117522. [Google Scholar] [CrossRef]
- Li, J.Y.; Lang, W.J.; Han, S.; Wu, X.Y.; Hao, F.W.; Zhou, Y.R.; Du, R.P.; Song, C. Insights into the Mechanisms and Functional Effects of Insoluble Dietary Fiber Modification: A Review. Foods 2025, 15, 38. [Google Scholar] [CrossRef]
- Wang, K.; Wang, L.M.; Shen, Q.; Hu, L.; Xing, Z.C.; Wang, Y.H.; Li, J.Q. Association Analysis and Identification of Candidate Genes for Sorghum Coleoptile Color. Agronomy 2025, 15, 688. [Google Scholar] [CrossRef]
- GB 5009.3-2016; National Standards for Food Safety, Determination of Moisture in Food. National Health and Family Planning Commission of the People’s Republic of China: Beijing, China, 2016.
- GB 5009.4-2016; National Standards for Food Safety, Determination of Ash in Food. National Health and Family Planning Commission of the People’s Republic of China: Beijing, China, 2016.
- GB 5009.5-2016; National Standards for Food Safety, Determination of Protein in Food. National Health and Family Planning Commission of the People’s Republic of China, National Medical Products Administration of the People’s Republic of China: Beijing, China, 2016.
- GB 5009.6-2016; National Standards for Food Safety, Determination of Fat in Food. National Health and Family Planning Commission of the People’s Republic of China, National Medical Products Administration of the People’s Republic of China: Beijing, China, 2016.
- GB 5009.88-2023; National Standards for Food Safety, Determination of Dietary Fiber in Food. National Health and Family Planning Commission of the People’s Republic of China, State Administration for Market Regulation: Beijing, China, 2023.
- Yu, K.; Huang, X.X.; He, W.; Ma, X.L.; Wu, D.; Ding, Z.G.; Li, P.Y.; Du, C.L. Evaluation of the Effects of Thermal Processing on Antioxidant Activity and Digestibility of Green Tea Noodles: Based on Polyphenol Stability and Starch Structure. J. Cereal Sci. 2023, 114, 103780. [Google Scholar] [CrossRef]
- Palacios, C.E.; Nagai, A.; Torres, P.; Rodrigues, J.A.; Salatino, A. Contents of Tannins of Cultivars of Sorghum Cultivated in Brazil, as Determined by Four Quantification Methods. Food Chem. 2021, 337, 127970. [Google Scholar] [CrossRef]
- Ma, Z.B.; Wang, C.Y.; Tian, Y.Y.; Zhao, D.; Wang, J.X.; Ke, F.L.; Zheng, J.; Su, J.; Bian, M.H.; Ma, Y.; et al. Investigating the Influence of the Molecular Structure and Physiochemical Properties of Starches from Glutinous and Japonica Sorghum on Light-Flavor Liquor Fermentation. Int. J. Biol. Macromol. 2025, 301, 140353. [Google Scholar] [CrossRef]
- Zhang, H.H.; Jiang, Y.L.; Pan, J.X.; Lv, Y.J.; Liu, J.; Zhang, S.K.; Zhu, Y.J. Effect of Tea Products on the In Vitro Enzymatic Digestibility of Starch. Food Chem. 2018, 243, 345–350. [Google Scholar] [CrossRef] [PubMed]
- GB 7648-87; National Standards for Food Safety, Determination of Amylose Content in Rice, Maize and Millet Grains. Comprehensive Laboratory of Heilongjiang Academy of Agricultural Sciences: Harbin, China, 1987.
- Englyst, H.N.; Kingman, S.M.; Cummings, J.H. Classification and Measurement of Nutritionally Important Starch Fractions. Eur. J. Clin. Nutr. 1992, 46, S33–S50. [Google Scholar] [PubMed]
- Wang, Y.; Guo, J.; Wang, C.; Li, Y.; Bai, Z.; Luo, D.; Hu, Y.; Chen, S. Effects of Konjac Glucomannan and Freezing on Thermal Properties, Rheology, Digestibility and Microstructure of Starch Isolated from Wheat Dough. LWT 2023, 177, 114588. [Google Scholar] [CrossRef]
- Liu, F.Y.; Guo, X.N.; Xing, J.J.; Zhu, K.X. Effect of Thermal Treatments on in Vitro Starch Digestibility of Sorghum Dried Noodles. Food Funct. 2020, 11, 3420–3431. [Google Scholar] [CrossRef] [PubMed]
- Bai, Y.P.; Zhou, H.M.; Guo, X.N.; Zhu, K.X. Structural Changes and Components’ Interactions Alter the Digestion Property of in-Kernel Starch from Thermally Processed Tibetan Qingke. Food Res. Int. 2022, 162, 111950. [Google Scholar] [CrossRef]
- Cai, J.W.; Man, J.M.; Huang, J.; Liu, Q.Q.; Wei, W.X.; Wei, C.X. Relationship between Structure and Functional Properties of Normal Rice Starches with Different Amylose Contents. Carbohydr. Polym. 2015, 125, 35–44. [Google Scholar] [CrossRef]
- Qadir, N.; Wani, I.A. In-Vitro Digestibility of Rice Starch and Factors Regulating Its Digestion Process: A Review. Carbohydr. Polym. 2022, 291, 119600. [Google Scholar] [CrossRef]
- Yang, Z.L.; Zhang, Y.Y.; Wu, Y.W.; Ouyang, J. Factors Influencing the Starch Digestibility of Starchy Foods: A Review. Food Chem. 2023, 406, 135009. [Google Scholar] [CrossRef]
- Sun, L.; Warren, F.J.; Gidley, M.J. Natural Products for Glycaemic Control: Polyphenols as Inhibitors of Alpha-Amylase. Trends Food Sci. Technol. 2019, 91, 262–273. [Google Scholar] [CrossRef]
- Wang, K.L.; Li, M.; Han, Q.Y.; Fu, R.; Ni, Y.Y. Inhibition of α-Amylase Activity by Insoluble and Soluble Dietary Fibers from Kiwifruit (Actinidia deliciosa). Food Biosci. 2021, 42, 101057. [Google Scholar] [CrossRef]
- Li, W.Y.; Zhang, J.F.; Bao, X.Y.; He, J.; Cao, J.; Li, C.X.; Liu, X.B.; Sun, L.J. Binding Interactions between Protein and Polyphenol Decreases Inhibitory Activity of the Polyphenol against α-Amylase: A New Insight into the Effect of Dietary Components on Starch-Hydrolyzing Enzyme Inhibition. Food Hydrocoll. 2023, 144, 109005. [Google Scholar] [CrossRef]
- Yang, L.P.; Li, L.; Jiang, F.; Zhang, Q.L.; Yang, F.; Wang, Y.Y.; Zhao, Z.Y.; Ren, Q.F.; Wang, L. Structural and Physicochemical Characteristics of Starches from Sorghum Varieties with Varying Amylose Content. Food Sci. Nutr. 2024, 12, 7989–7999. [Google Scholar] [CrossRef] [PubMed]
- Zhu, L.J.; Liu, Q.Q.; Wilson, J.D.; Cu, M.H.; Shi, Y.C. Digestibility and Physicochemical Properties of Rice (Oryza sativa L.) Flours and Starches Differing in Amylose Content. Carbohydr. Polym. 2011, 86, 1751–1759. [Google Scholar] [CrossRef]
- Chi, C.D.; Li, X.X.; Huang, S.X.; Chen, L.; Zhang, Y.P.; Li, L.; Miao, S. Basic Principles in Starch Multi-Scale Structuration to Mitigate Digestibility: A Review. Trends Food Sci. Technol. 2021, 109, 154–168. [Google Scholar] [CrossRef]
- Benmoussa, M.; Moldenhauer, K.A.K.; Hamaker, B.R. Rice Amylopectin Fine Structure Variability Affects Starch Digestion Properties. J. Agric. Food Chem. 2007, 55, 1475–1479. [Google Scholar] [CrossRef]
- Peng, Y.; Mao, B.G.; Zhang, C.Q.; Shao, Y.; Wu, T.H.; Hu, L.M.; Hu, Y.Y.; Tang, L.; Li, Y.K.; Tang, W.B.; et al. Influence of Physicochemical Properties and Starch Fine Structure on the Eating Quality of Hybrid Rice with Similar Apparent Amylose Content. Food Chem. 2021, 353, 129461. [Google Scholar] [CrossRef]
- MacGregor, A.W.; Balance, D.L. Hydrolysis of Large and Small Starch Granules from Normal and Waxy Barley Cultivars by Alpha-Amylases from Barley Malt. Cereal Chem. 1980, 57, 397–402. [Google Scholar]
- Chen, X.Y.; Zhu, L.; Zhang, H.; Wu, G.C.; Cheng, L.L.; Zhang, Y.Y. A Review of Endogenous Non-Starch Components in Cereal Matrix: Spatial Distribution and Mechanisms for Inhibiting Starch Digestion. Crit. Rev. Food Sci. Nutr. 2025, 65, 3686–3701. [Google Scholar] [CrossRef]
- Li, W.H.; Gao, J.M.; Wu, G.L.; Zheng, J.M.; Ouyang, S.H.; Luo, Q.G.; Zhang, G.Q. Physicochemical and Structural Properties of A- and B-Starch Isolated from Normal and Waxy Wheat: Effects of Lipids Removal. Food Hydrocoll. 2016, 60, 364–373. [Google Scholar] [CrossRef]
- Xiao, Y.; Liu, H.; Wei, T.; Shen, J.; Wang, M. Differences in Physicochemical Properties and in Vitro Digestibility between Tartary Buckwheat Flour and Starch Modified by Heat-Moisture Treatment. LWT 2017, 86, 285–292. [Google Scholar] [CrossRef]
- Watcharatewinkul, Y.; Puttanlek, C.; Rungsardthong, V.; Uttapap, D. Pasting Properties of a Heat-Moisture Treated Canna Starch in Relation to Its Structural Characteristics. Carbohydr. Polym. 2009, 75, 505–511. [Google Scholar] [CrossRef]
- Cui, Y.; Liu, X.N.; Lv, Q.; Chang, J.H.; Blennow, A.; Tian, Y.; Chen, S.; Liu, X.X.; Zhong, Y.Y. In Situ Small-Angle X-Ray Scattering Study of the Gelatinization Mechanism of Maize Starches with Varying Amylose Content. Food Hydrocoll. 2025, 172, 111951. [Google Scholar] [CrossRef]
- Liu, H.; Fan, H.H.; Cao, R.; Blanchard, C.; Wang, M. Physicochemical Properties and in Vitro Digestibility of Sorghum Starch Altered by High Hydrostatic Pressure. Int. J. Biol. Macromol. 2016, 92, 753–760. [Google Scholar] [CrossRef]
- Qiao, J.W.; Jia, M.; Niu, J.H.; Zhang, Z.; Xing, B.; Liang, Y.Q.; Li, H.; Zhang, Y.W.; Ren, G.X.; Qin, P.Y.; et al. Amylopectin Chain Length Distributions and Amylose Content Are Determinants of Viscoelasticity and Digestibility Differences in Mung Bean Starch and Proso Millet Starch. Int. J. Biol. Macromol. 2024, 267, 131488. [Google Scholar] [CrossRef] [PubMed]
- Zhu, J.H.; Liu, Q.Q.; Gilbert, R.G. The Effects of Chain-Length Distributions on Starch-Related Properties in Waxy Rices. Carbohydr. Polym. 2024, 339, 122264. [Google Scholar] [CrossRef] [PubMed]
- Irondi, E.A.; Adewuyi, A.E.; Aroyehun, T.M. Effect of Endogenous Lipids and Proteins on the Antioxidant, in Vitro Starch Digestibility, and Pasting Properties of Sorghum Flour. Front. Nutr. 2022, 8, 809330. [Google Scholar] [CrossRef]
- Jiang, J.N.; Han, W.F.; Zhao, S.M.; Liu, Q.X.; Lin, Q.L.; Xiao, H.X.; Fu, X.J.; Li, J.T.; Ren, K.Z.; Lu, H.H. Comparison of Structural and in Vitro Digestive Properties of Autoclave-Microwave Treated Maize Starch under Different Retrogradation Temperature Conditions. Int. J. Biol. Macromol. 2024, 271, 132410. [Google Scholar] [CrossRef]
- Ji, Z.L.; Yu, L.; Liu, H.S.; Bao, X.Y.; Wang, Y.F.; Chen, L. Effect of Pressure with Shear Stress on Gelatinization of Starches with Different Amylose/Amylopectin Ratios. Food Hydrocoll. 2017, 72, 331–337. [Google Scholar] [CrossRef]
- Chi, C.D.; Li, X.X.; Zhang, Y.P.; Chen, L.; Xie, F.W.; Li, L.; Bai, G.H. Modulating the in Vitro Digestibility and Predicted Glycemic Index of Rice Starch Gels by Complexation with Gallic Acid. Food Hydrocoll. 2019, 89, 821–828. [Google Scholar] [CrossRef]
- Liu, X.X.; Xiao, X.M.; Liu, P.; Yu, L.; Li, M.; Zhou, S.M.; Xie, F.W. Shear Degradation of Corn Starches with Different Amylose Contents. Food Hydrocoll. 2017, 66, 199–205. [Google Scholar] [CrossRef]
- Zhu, J.; Zhang, S.Y.; Zhang, B.J.; Qiao, D.L.; Pu, H.Y.; Liu, S.Y.; Li, L. Structural Features and Thermal Property of Propionylated Starches with Different Amylose/Amylopectin Ratio. Int. J. Biol. Macromol. 2017, 97, 123–130. [Google Scholar] [CrossRef] [PubMed]
- Shi, X.; Fan, C.M.; Pan, C.M.; Zhang, F.L.; Hou, X.G.; Hui, M. Analysis of Differences in Physicochemical Properties of Different Sorghum Varieties and Their Influence on the Selection of Raw Materials for Winemaking. Food Chem. X 2024, 23, 101517. [Google Scholar] [CrossRef] [PubMed]




| Sorghum Variety | Kinetics Parameters | HI | eGI | ||
|---|---|---|---|---|---|
| C∞ (%) | K (min−1) | R2 | |||
| AH-1-WSF | 48.04 ± 0.17 f | 0.13 ± 0.00 b | 0.9968 | 57.84 ± 0.20 ef | 58.05 ± 0.17 ef |
| AH-2-WSF | 51.50 ± 0.21 b | 0.07 ± 0.00 f | 0.9880 | 59.67 ± 0.23 c | 59.64 ± 0.20 c |
| AH-3-WSF | 48.67 ± 0.21 e | 0.10 ± 0.00 de | 0.9899 | 57.89 ± 0.24 ef | 58.10 ± 0.20 ef |
| AH-4-WSF | 49.28 ± 0.26 d | 0.11 ± 0.00 c | 0.9964 | 59.06 ± 0.25 d | 59.11 ± 0.21 d |
| AH-5-WSF | 48.34 ± 0.06 ef | 0.10 ± 0.00 cde | 0.9903 | 57.61 ± 0.15 f | 57.86 ± 0.13 f |
| AH-6-WSF | 48.80 ± 0.18 e | 0.11 ± 0.00 cd | 0.9910 | 58.34 ± 0.24 e | 58.48 ± 0.21 e |
| AH-7-WSF | 52.92 ± 0.13 a | 0.15 ± 0.01 a | 0.9978 | 63.95 ± 0.15 a | 63.32 ± 0.13 a |
| AH-8-WSF | 50.98 ± 0.22 c | 0.09 ± 0.00 e | 0.9810 | 60.40 ± 0.26 b | 60.26 ± 0.23 b |
| AH-1-SS | 57.93 ± 0.07 d | 0.13 ± 0.00 a | 0.9973 | 69.72 ± 0.10 cd | 68.30 ± 0.08 cd |
| AH-2-SS | 53.11 ± 0.35 g | 0.12 ± 0.01 b | 0.9921 | 63.45 ± 0.32 g | 62.89 ± 0.23 g |
| AH-3-SS | 57.20 ± 0.16 e | 0.10 ± 0.00 c | 0.9944 | 68.24 ± 0.19 e | 67.02 ± 0.16 e |
| AH-4-SS | 58.27 ± 0.26 cd | 0.10 ± 0.00 c | 0.9851 | 69.26 ± 0.32 d | 67.90 ± 0.28 d |
| AH-5-SS | 54.68 ± 0.11 f | 0.11 ± 0.00 b | 0.9900 | 65.31 ± 0.10 f | 64.49 ± 0.09 f |
| AH-6-SS | 68.21 ± 0.32 a | 0.09 ± 0.00 d | 0.9929 | 80.66 ± 0.38 a | 77.72 ± 0.33 a |
| AH-7-SS | 63.18 ± 0.16 b | 0.11 ± 0.00 b | 0.9848 | 75.45 ± 0.11 b | 73.23 ± 0.10 b |
| AH-8-SS | 58.69 ± 0.14 c | 0.11 ± 0.00 b | 0.9897 | 70.18 ± 0.12 c | 68.69 ± 0.10 c |
| Sorghum Variety | Moisture (g/100 g) | Ash (g/100 g) | Proteins (g/100 g) | Lipids (g/100 g) | Total Dietary Fiber (g/100 g) |
|---|---|---|---|---|---|
| AH-1-WSF | 10.60 ± 0.26 c | 0.01 ± 0.00 c | 9.47 ± 0.05 d | 4.88 ± 0.36 a | 9.65 ± 0.01 d |
| AH-2-WSF | 11.63 ± 0.12 a | 0.02 ± 0.00 bc | 10.59 ± 0.13 c | 4.78 ± 0.76 a | 7.60 ± 0.02 f |
| AH-3-WSF | 11.08 ± 0.23 b | 0.02 ± 0.00 a | 13.55 ± 0.12 a | 4.90 ± 0.41 a | 12.21 ± 0.00 a |
| AH-4-WSF | 10.75 ± 0.12 bc | 0.01 ± 0.00 c | 10.31 ± 0.05 c | 3.80 ± 1.32 ab | 9.01 ± 0.00 e |
| AH-5-WSF | 11.14 ± 0.03 b | 0.02 ± 0.00 ab | 12.71 ± 0.94 b | 4.01 ± 0.33 ab | 7.16 ± 0.01 g |
| AH-6-WSF | 10.51 ± 0.04 c | 0.02 ± 0.00 bc | 10.75 ± 0.14 c | 3.35 ± 0.06 ab | 10.63 ± 0.01 b |
| AH-7-WSF | 11.04 ± 0.14 b | 0.02 ± 0.00 bc | 11.20 ± 0.20 c | 4.01 ± 0.24 ab | 9.73 ± 0.02 c |
| AH-8-WSF | 10.76 ± 0.17 bc | 0.02 ± 0.00 bc | 10.67 ± 0.07 c | 3.02 ± 0.12 b | 5.55 ± 0.02 h |
| Sorghum Variety | AH-1-SS | AH-2-SS | AH-3-SS | AH-4-SS | AH-5-SS | AH-6-SS | AH-7-SS | AH-8-SS |
|---|---|---|---|---|---|---|---|---|
| To (°C) | 72.35 ± 0.07 ab | 71.52 ± 0.08 d | 71.73 ± 0.17 cd | 72.64 ± 0.14 a | 71.84 ± 0.30 cd | 72.02 ± 0.42 bcd | 71.72 ± 0.05 cd | 72.05 ± 0.42 bc |
| TP (°C) | 76.58 ± 0.35 ab | 75.84 ± 0.23 d | 76.34 ± 0.23 bc | 76.92 ± 0.12 a | 75.92 ± 0.35 cd | 75.67 ± 0.23 d | 75.17 ± 0.00 e | 75.67 ± 0.23 d |
| TC (°C) | 81.72 ± 0.07 ab | 81.62 ± 0.35 ab | 81.04 ± 0.16 cd | 82.07 ± 0.31 a | 81.40 ± 0.57 bc | 81.02 ± 0.24 cd | 79.74 ± 0.02 e | 80.72 ± 0.04 d |
| ΔH (J/g) | 266.05 ± 9.97 ab | 257.35 ± 29.20 abc | 281.05 ± 18.17 a | 276.10 ± 6.79 a | 233.90 ± 5.37 c | 239.45 ± 4.88 bc | 244.40 ± 17.11 bc | 253.50 ± 2.84 abc |
| RC (%) | 39.60 ± 1.36 ab | 42.08 ± 0.80 ab | 42.78 ± 0.99 a | 39.73 ± 1.92 ab | 41.38 ± 1.86 ab | 37.40 ± 1.64 b | 40.21 ± 3.28 ab | 39.64 ± 0.57 ab |
| DO (×10−2) | 102.96 ± 0.13 a | 102.13 ± 0.08 c | 102.28 ± 0.12 bc | 103.02 ± 0.00 a | 101.74 ± 0.01 d | 103.23 ± 0.02 a | 102.55 ± 0.02 b | 102.23 ± 0.16 c |
| DD (×10−2) | 96.79 ± 0.14 d | 97.71 ± 0.08 b | 97.54 ± 0.13 b | 96.75 ± 0.00 d | 98.13 ± 0.01 a | 96.52 ± 0.01 d | 97.25 ± 0.02 c | 97.59 ± 0.17 b |
| Mw (×106 g/mol) | 2.23 ± 0.06 bc | 2.47 ± 0.00 a | 2.25 ± 0.01 bc | 2.13 ± 0.14 c | 2.64 ± 0.05 a | 2.17 ± 0.03 c | 2.42 ± 0.17 ab | 2.50 ± 0.05 a |
| Mn (×106 g/mol) | 1.87 ± 0.05 d | 2.07 ± 0.02 b | 1.82 ± 0.02 de | 1.57 ± 0.01 f | 2.18 ± 0.08 a | 1.74 ± 0.03 e | 1.97 ± 0.00 c | 2.05 ± 0.03 bc |
| PDI (Mw/Mn) | 1.19 ± 0.00 b | 1.20 ± 0.01 b | 1.23 ± 0.02 b | 1.36 ± 0.10 a | 1.21 ± 0.02 b | 1.25 ± 0.04 b | 1.23 ± 0.09 b | 1.22 ± 0.01 b |
| Sorghum Variety | Peak Viscosity (cP) | Trough Viscosity (cP) | Breakdown Viscosity (cP) | Final Viscosity (cP) | Setback Viscosity (cP) | Peak Time (min) | Pasting Temp. (°C) |
|---|---|---|---|---|---|---|---|
| AH-1-SS | 2087.50 ± 12.02 a | 1564.50 ± 3.54 b | 523.00 ± 8.49 b | 3296.00 ± 14.14 d | 1731.50 ± 10.61 e | 5.87 ± 0.00 d | 81.08 ± 0.53 c |
| AH-2-SS | 1442.00 ± 25.46 d | 1136.50 ± 20.51 e | 305.50 ± 4.95 c | 2722.50 ± 41.72 f | 1586.00 ± 21.21 f | 6.00 ± 0.00 c | 81.20 ± 0.64 c |
| AH-3-SS | 1338.50 ± 3.54 e | 1120.50 ± 10.61 e | 218.00 ± 7.07 de | 2328.00 ± 5.66 g | 1207.50 ± 16.26 h | 6.04 ± 0.05 c | 82.35 ± 0.00 c |
| AH-4-SS | 2145.00 ± 48.08 a | 1555.50 ± 16.26 b | 589.50 ± 31.82 a | 3062.00 ± 41.01 e | 1506.50 ± 24.75 g | 6.00 ± 0.00 c | 81.50 ± 0.07 c |
| AH-5-SS | 1309.50 ± 30.41 e | 1206.50 ± 26.16 d | 103.00 ± 4.24 f | 3733.00 ± 56.57 b | 2526.50 ± 30.41 b | 6.33 ± 0.00 b | 92.03 ± 0.11 a |
| AH-6-SS | 1809.00 ± 50.91 b | 1742.00 ± 36.77 a | 67.00 ± 14.14 f | 3695.00 ± 15.56 b | 1953.00 ± 21.21 d | 6.40 ± 0.00 ab | 89.65 ± 0.07 b |
| AH-7-SS | 1698.50 ± 13.44 c | 1463.50 ± 12.02 c | 235.00 ± 1.41 d | 3582.00 ± 32.53 c | 2118.50 ± 20.51 c | 5.87 ± 0.00 d | 81.53 ± 0.04 c |
| AH-8-SS | 1747.00 ± 15.56 bc | 1567.00 ± 21.21 b | 180.00 ± 5.66 e | 4534.50 ± 13.44 a | 2967.50 ± 34.65 a | 6.44 ± 0.05 a | 91.68 ± 0.60 a |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 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.
Share and Cite
Zhang, Y.; Lin, J.; Li, P.; Li, D.; Xiong, G.; Yu, K. Physicochemical and Multiscale Structural Characterization of Sorghum Cultivars and Their Associations with Anti-Digestion Properties. Foods 2026, 15, 1127. https://doi.org/10.3390/foods15071127
Zhang Y, Lin J, Li P, Li D, Xiong G, Yu K. Physicochemical and Multiscale Structural Characterization of Sorghum Cultivars and Their Associations with Anti-Digestion Properties. Foods. 2026; 15(7):1127. https://doi.org/10.3390/foods15071127
Chicago/Turabian StyleZhang, Yuan, Jingjie Lin, Peiyan Li, Danyang Li, Guoyuan Xiong, and Kun Yu. 2026. "Physicochemical and Multiscale Structural Characterization of Sorghum Cultivars and Their Associations with Anti-Digestion Properties" Foods 15, no. 7: 1127. https://doi.org/10.3390/foods15071127
APA StyleZhang, Y., Lin, J., Li, P., Li, D., Xiong, G., & Yu, K. (2026). Physicochemical and Multiscale Structural Characterization of Sorghum Cultivars and Their Associations with Anti-Digestion Properties. Foods, 15(7), 1127. https://doi.org/10.3390/foods15071127

