Evaluation of In Vitro Cytoprotective Activity, Antioxidant Activity and Proteomic Profiles of Novel Sorghum-Based Fermented Beverages
Abstract
1. Introduction
2. Materials and Methods
2.1. Reagents and Standards
2.2. Polyphenols Extraction
2.3. Proteomics Sample Preparation
2.4. UHPLC-Q-Orbitrap HRMS Analysis
2.4.1. Polyphenols
2.4.2. Proteomics
2.5. Cell Culture
2.6. Cytotoxicity Assays
2.7. H2O2-Induced Cytotoxicity Assays
2.8. Intracellular Reactive Oxygen Species (ROS) Accumulation Assays
2.9. Statistical Analysis
3. Results
3.1. Analysis of Polyphenol Profiles in Niselo and Delishe Fermented Beverages
3.2. Effects of Niselo and Delishe Fermented Beverages on Cell Viability
3.3. Intracellular ROS Levels in Caco-2 Cells Treated with Delishe and Niselo Beverages
3.4. Cell Viability and Cytoprotective Effects of Delishe or Niselo Beverages in Caco-2 Cells Under Oxidative Stress
3.5. Proteomic Profiles in Niselo and Delishe Fermented Beverages
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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| Compounds | LOQ (ppm) | Retention Time (min) | Measured Mass (m/z) | Theorical Mass (m/z) | Accuracy (∆ ppm) | Chemical Formula |
|---|---|---|---|---|---|---|
| Quinic acid | 0.0049 | 0.72 | 191.05506 | 191.05528 | −1.466 | C7H12O6 |
| Protocatechiuc acid | 0.0195 | 3.93 | 153.01811 | 153.01857 | −3.006 | C7H6O4 |
| Catechin | 0.0049 | 4.14 | 289.07220 | 289.07205 | 0.519 | C15H14O6 |
| Chlorogenic acid | 0.0049 | 4.18 | 353.08847 | 353.08780 | 1.898 | C16H18O9 |
| Epicatechin | 0.0098 | 4.28 | 289.07248 | 289.07196 | 1.799 | C7H6O4 |
| Caffeic acid | 0.0049 | 4.32 | 179.03442 | 179.03455 | −0.726 | C9H8O4 |
| p-coumaric acid | 0.0195 | 4.53 | 163.03994 | 163.03937 | 3.496 | C9H8O3 |
| Ferulic acid | 0.0780 | 4.58 | 193.05014 | 193.05016 | −0.104 | C10H10O4 |
| Naringin | 0.0049 | 4.60 | 579.17279 | 579.17212 | 1.157 | C27H32O14 |
| Luteolin-7-glucoside | 0.0049 | 4.66 | 447.09418 | 447.09363 | 1.230 | C21H20O11 |
| Rutin hydrate | 0.0195 | 4.68 | 609.14648 | 609.14673 | −0.410 | C27H32O17 |
| Quercetin-3b-glucoside | 0.0049 | 4.71 | 463.08862 | 463.08884 | −0.475 | C21H20O12 |
| Diosmin | 0.0049 | 4.75 | 607.16736 | 607.16718 | 0.296 | C28H32O15 |
| Apigenin-7O-glucoside | 0.0049 | 4.80 | 431.09906 | 431.09860 | 1.067 | C21H20O10 |
| Kaempferol-3O-glucoside | 0.0049 | 4.86 | 447.09421 | 447.09363 | 1.297 | C21H20O11 |
| Ellagic acid | 0.0049 | 4.87 | 300.99911 | 300.99924 | −0.432 | C14H6O8 |
| Daidzein | 0.0049 | 5.04 | 253.05609 | 253.05699 | −3.556 | C15H10O4 |
| Quercetin | 0.0049 | 5.31 | 301.03595 | 301.03508 | 2.890 | C15H10O7 |
| Naringenin | 0.0195 | 5.38 | 271.06143 | 271.06186 | −1.586 | C15H12O5 |
| Genistein | 0.0195 | 5.48 | 269.04614 | 269.04555 | 2.193 | C15H10O5 |
| Luteolin | 0.0195 | 5.47 | 285.04086 | 285.04062 | 0.842 | C15H10O6 |
| Apigenin | 0.0049 | 5.78 | 269.04572 | 269.04555 | 0.632 | C15H10O5 |
| Untargeted Polyphenols | Retention Time (min) | Chemical Formula | Theorical Mass (m/z) | Measured Mass (m/z) | Accuracy (∆ ppm) |
|---|---|---|---|---|---|
| 1-O-coumaroylglycerol | 4.42 | C12H14O5 | 237.07685 | 237.07695 | 0.422 |
| 1-0-caffeylglycerol | 4.16 | C12H14O6 | 253.07176 | 253.07204 | 1.106 |
| 2-O-caffeoylglycerol | 4.28 | C12H14O6 | 253.07176 | 253.07204 | 1.106 |
| 7,3′,4′-trihydroxyflavone | 5.79 | C15H10O5 | 269.04555 | 269.04614 | 2.193 |
| 7,3′,4′,5′-tetrahydroxy flavanone | 4.77 | C15H12O6 | 287.05611 | 287.05685 | 2.578 |
| Eriodictyol | 5.08 | C15H12O6 | 287.05611 | 287.0567 | 2.055 |
| Chrysoeriol | 5.88 | C16H12O6 | 299.05611 | 299.05664 | 1.772 |
| Dihydroxy-octadecadienoic acid | 6.3 | C18H32O6 | 311.22278 | 311.22348 | 2.249 |
| Dihydroxy-octadecenoic acid | 6.51 | C18H34O6 | 313.23843 | 313.23907 | 2.043 |
| Trihydroxy-octadecenoic acid | 5.38 | C18H34O6 | 329.23335 | 329.23395 | 1.822 |
| Caffeic acid hexoside | 4.16 | C15H18O6 | 341.08781 | 341.08832 | 1.495 |
| Saccharide | 4.32 | C16H20O10 | 371.09837 | 371.09906 | 1.859 |
| 1,3-O-coumaroyl-caffeoyl-glycerol | 5.16 | C21H20O8 | 399.10854 | 399.10801 | −1.328 |
| 1,3-O-coumaroyl-feruloyl-glycerol | 5.45 | C22H22O8 | 413.12419 | 413.12488 | 1.670 |
| 1,3-O-dicaffeoylglycerol | 4.96 | C21H20O9 | 415.10346 | 415.1041 | 1.542 |
| 1-O-caffeoyl-2-O-glucosylglycerol I | 4.07 | C18H24O11 | 415.12458 | 415.12512 | 1.301 |
| 1-O-caffeoyl-2-O-glucosylglycerol II | 4.14 | C18H24O11 | 415.12458 | 415.12531 | 1.759 |
| Naringenin hexoside I | 4.52 | C21H22O10 | 433.11402 | 433.11441 | 0.900 |
| Naringenin hexoside II | 4.75 | C21H22O10 | 433.11402 | 433.1146 | 1.339 |
| Naringenin hexoside III | 4.88 | C21H22O10 | 433.11402 | 433.11462 | 1.385 |
| 1,3-O-diferuloylglicerol | 5.51 | C23H24O9 | 443.13476 | 443.13547 | 1.602 |
| Luteolin hexoside I | 4.57 | C21H20O11 | 447.09328 | 447.09406 | 1.745 |
| Luteolin hexoside II | 4.66 | C21H20O11 | 447.09328 | 447.09433 | 2.349 |
| Eriodictyol-O-hexoside | 4.32 | C21H22O11 | 449.10893 | 449.10956 | 1.403 |
| N1−N4-dicaffeoyl-spermidine | 4.25 | C25H31N3O6 | 468.21401 | 468.21451 | 1.068 |
| N1−N8-caffeoyl-feruloyl-spermidine | 4.37 | C26H33N3O6 | 482.22966 | 482.23056 | 1.866 |
| Targeted Polyphenols | Niselo | Delishe | ||
|---|---|---|---|---|
| mg/100 g | SD | mg/100 g | SD | |
| Phenolic acids | ||||
| Quinic acid | 0.055 | 0.004 | 0.014 | 0.002 |
| Protocatechiuc acid | 0.124 | 0.007 | 1.768 | 0.041 |
| Chlorogenic acid | 0.091 | 0.004 | 0.068 | 0.002 |
| Caffeic acid | 1.821 | 0.011 | 0.023 | 0.001 |
| Ellagic acid | <LOQ | - | <LOQ | - |
| Ferulic acid | 1.696 | 0.003 | 0.923 | 0.005 |
| p-coumaric acid | 0.78 | 0.009 | nf | - |
| Flavanols | ||||
| Catechin | <LOQ | - | 7.278 | 0.052 |
| Epicatechin | nf | - | 1.626 | 0.009 |
| Flavanones | ||||
| Naringin | 0.047 | 0.001 | 0.025 | 0.001 |
| Naringenin | 0.566 | 0.001 | 0.505 | 0.008 |
| Flavones | ||||
| Luteolin-7-glucoside | 0.063 | 0.001 | 0.04 | 0.002 |
| Luteolin | 0.101 | 0.001 | 0.15 | 0.002 |
| Apigenin-7O-glucoside | 0.059 | 0.004 | 0.015 | 0.001 |
| Apigenin | 0.037 | 0.001 | 0.048 | 0.001 |
| Flavonols | ||||
| Rutin hydrate | 0.23 | 0.007 | 0.088 | 0.001 |
| Quercetin-3b-glucoside | <LOQ | - | 0.022 | 0.002 |
| Diosmin | 0.054 | 0.009 | 0.024 | 0.001 |
| Kaempferol-3O-glucoside | 0.113 | 0.003 | 0.035 | 0.001 |
| Quercetin | nf | - | 0.019 | 0.001 |
| Isoflavones | ||||
| Genistein | 0.088 | 0.002 | 0.114 | 0.005 |
| Daidzein | <LOQ | - | <LOQ | - |
| Total phenols | 5.925 | 3.881 | ||
| Untargeted Polyphenols | Average Area | Average Relative Area (%) | ||
|---|---|---|---|---|
| Niselo | Delishe | Niselo | Delishe | |
| 1-O-coumaroylglycerol | 21,486,461 | 10,187,717 | 5.3 | 2.0 |
| 1-O-caffeylglycerol | 4,795,184 | 2,084,433 | 1.2 | 0.4 |
| 2-O-caffeoylglycerol | 52,248,570 | 19,312,528 | 12.9 | 3.8 |
| 7,3′,4′-trihydroxyflavone | 8,351,780 | 11,941,917 | 2.1 | 2.4 |
| 7,3′,4′,5′-tetrahydroxy flavanone | 69,223 | 1,420,205 | 0.0 | 0.3 |
| eriodictyol | 17,480,522 | 13,144,442 | 4.3 | 2.6 |
| chrysoeriol | 3,610,667 | 3,530,921 | 0.9 | 0.7 |
| dihydroxy-octadecadienoic acid | 11,826,432 | 27,447,241 | 2.9 | 5.4 |
| dihydroxy-octadecenoic acid | 36,843,093 | 86,826,889 | 9.1 | 17.1 |
| trihydroxy-octadecenoic acid | 84,007,160 | 264,078,432 | 20.8 | 52.0 |
| Caffeic acid hexoside | 5,772,458 | 5,237,493 | 1.4 | 1.0 |
| saccharide | 23,069,167 | 10,844,073 | 5.7 | 2.1 |
| 1,3-O-coumaroyl-caffeoyl-glycerol | 8,928,793 | 1,800,412 | 2.2 | 0.4 |
| 1,3-O-coumaroyl-feruloyl-glycerol | 8,080,541 | 3,253,165 | 2.0 | 0.6 |
| 1,3-O-dicaffeoylglycerol | 18,495,461 | 3,149,485 | 4.6 | 0.6 |
| 1-O-caffeoyl-2-O-glucosylglycerol I | 6,076,581 | 1,499,877 | 1.5 | 0.3 |
| 1-O-caffeoyl-2-O-glucosylglycerol II | 119,434 | 114,568 | 0.0 | 0.0 |
| naringenin hexoside I | 41,455,326 | 20,711,020 | 10.3 | 4.1 |
| naringenin hexoside II | NF | 1,237,224 | 0.0 | 0.2 |
| naringenin hexoside III | 1,947,173 | 877,997 | 0.5 | 0.2 |
| 1,3-O-diferuloylglicerol | 1,207,265 | 407,720 | 0.3 | 0.1 |
| luteolin hexoside I | 5,720,991 | 3,037,226 | 1.4 | 0.6 |
| luteolin hexoside II | 9,129,517 | 3,457,070 | 2.3 | 0.7 |
| eriodictyol-O-hexoside | 17,111,896 | 6,613,671 | 4.2 | 1.3 |
| N1−N4-dicaffeoyl-spermidine | 14,462,008 | 5,082,684 | 3.6 | 1.0 |
| N1−N8-caffeoyl-feruloyl-spermidine | 1,352,112 | 349,613 | 0.3 | 0.1 |
| Protein | Peptide | Average Scaled Abundance (%) | Abundance Ratio (Niselo/Delishe) | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Accession Number | Description | Organism | Molecular Weight (kDa) | Biological Function | Matching Peptides Sequence | Protein Coverage (%) | Unique Peptides | Niselo | Delishe | |
| A0A921Q906 | Subtilisin-chymotrypsin inhibitor-2A | Sorghum bicolor | 8 | Stress response | [K].DKPDADIFVLPVGSPVTR.[D] | 60 | 3 | 147.7 | 52.3 | 2.901 |
| [R].IFVDTVAETPR.[V] | ||||||||||
| [K].QSWPEVVGLSVEEAK.[K] | ||||||||||
| A0A921QAA6 | Subtilisin-chymotrypsin inhibitor CI-1B | Sorghum bicolor | 8 | Stress response | [K].DMPNAYIQVLPVGSPVTLDIRPDR.[V] | 60 | 3 | 134.1 | 65.9 | 2.479 |
| [K].DMPNAYIQVLPVGSPVTLDIRPDR.[V] | ||||||||||
| [K].TSWPEVLGMSIK.[E] | ||||||||||
| [K].EATEIILK.[D] | ||||||||||
| A0A1Z5R5E6 | Non-specific lipid-transfer protein | Sorghum bicolor | 11.5 | Transport | [R].GISGLNAGNAASIPSK.[C] | 40 | 3 | 120.1 | 79.9 | 1.524 |
| [R].GQGSAPSAGCCSGVR.[S] | ||||||||||
| [K].CGVSVPYTISTSTDCSR.[V] | ||||||||||
| C5YBX1 | Glutaredoxin domain-containing protein | Sorghum bicolor | 13.4 | Stress response | [K].AIELDVESDGPELQNALK.[E] | 38 | 3 | 156.8 | 43.2 | 2.588 |
| [K].LVPLLTEAGAIAGSTSK.[T] | ||||||||||
| [K].EIVASAPLVVFSK.[T] | ||||||||||
| C5XQX6 | Bowman-Birk serine protease inhibitors family domain-containing protein | Sorghum bicolor | 9 | - | [K].ECTSWSGVYTCDDLLTK.[C] | 32 | 2 | 132.1 | 67.9 | 1.818 |
| [R].DFLPEGCPCK.[T] | ||||||||||
| Q6UBQ8 | Elongation factor Tu | Lacticaseibacillus rhamnosus | 25.9 | Protein metabolism | [K].TLDLGEAGDNVGVLLR.[G] | 30 | 4 | 66.7 | 133.3 | 0.491 |
| [R].DLLTEYDYPGDDIPVVR.[G] | ||||||||||
| [K].VGDEVEIVGLVDK.[V] | ||||||||||
| [K].SVVTGLEMFHK.[T] | ||||||||||
| [R].QVGVNYIVVFLNK.[C] | ||||||||||
| A0A1B6PL34 | Uncharacterized protein | Sorghum bicolor | 23.5 | Cell organization and biogenesis; protein metabolism; other metabolic processes; stress response | [R].LPENADLDSVAASLDNGVLTVR.[F] | 27 | 3 | 152.6 | 47.5 | 3.013 |
| [R].DEAAAVSPLSDVGLLADPFR.[I] | ||||||||||
| [R].ETPDAHEIVVDVPGMR.[R] | ||||||||||
| A0A921TZF3 | Starch synthase, chloroplastic/amyloplastic | Sorghum bicolor | 66 | Other metabolic processes | [R].FAFSDFPELNLPER.[F] | 26 | 13 | 108.4 | 91.6 | 1.367 |
| [K].EALQAEVGLPVDR.[NK] | ||||||||||
| [R].LSVDCNVVEPADVK.[K] | ||||||||||
| [R].FSLLCQAALEAPR.[I] | ||||||||||
| [K].DAWDTSVVSEIK.[MX] | ||||||||||
| [R].VLTVSPYYAEELISGIAR.[G] | ||||||||||
| [R].GCELDNIMR.[L] | ||||||||||
| [RK].NCMIQDLSWK.[G-V] | ||||||||||
| [K].YDVSTAVEAK.[A] | ||||||||||
| [K].VVGTPAYEEMVK.[N] | ||||||||||
| [K].IYGPDAGTDYK.[D] | ||||||||||
| [K].IPLVAFIGR.[L] | ||||||||||
| [R].FEPCGLIQLQGMR.[YV] | ||||||||||
| [K].VVGTPAYEEMVK.[N] | ||||||||||
| C5YDE5 | Oleosin | Sorghum bicolor | 16.2 | Developmental processes;other biological processes | [R].GGTGGGAGGYGDYNR.[G] | 25 | 3 | 112.7 | 87.3 | 1.258 |
| [R].GGGAGMYGESQQQQQK.[Q] | ||||||||||
| [K].QGAMMTAIK.[A] | ||||||||||
| A0A1Z5SBV8 | Bifunctional inhibitor/plant lipid transfer protein/seed storage helical domain-containing protein | Sorghum bicolor | 13.1 | Transport | [K].TVASCGVALPR.[C] | 17 | 2 | 115.8 | 84.3 | 1.258 |
| [K].AQQGCLCQFAK.[N] | ||||||||||
| A0A1D6K7T5 | Chitinase | Zea mays | 22.6 | Other metabolic processes; stress response | [R].ELAAFFGQTSHETTGGTR.[G] | 15 | 2 | 0 | 100 | 0.01 |
| [R].GAADQFQWGYCFK.[E] | ||||||||||
| A0A921V3I9 | SHSP domain-containing protein | Sorghum bicolor | 26.9 | Stress response | [K].VMVEDDTLVIR.[G] | 14 | 3 | 118.9 | 81.1 | 1.443 |
| [R].LFDDAVGFPMATR.[R] | ||||||||||
| [R].LPWDIVEDDK.[E] | ||||||||||
| A0A317YKC7 | Superoxide dismutase | Zea mays | 18.7 | Other metabolic processes;other biological processes | [K].AVAVLGSSEGVK.[G] | 14 | 2 | 154.2 | 45.8 | 1.817 |
| [R].AVVVHADPDDLGK.[GD] | ||||||||||
| A0A3L6DUH5 | Ubiquitin-40S ribosomal protein S27a | Zea mays | 20.9 | Protein metabolism; other metabolic processes | [K].TITLEVESSDTIDNVK.[AS] | 13 | 2 | 115.6 | 84.4 | 1.339 |
| [K].ESTLHLVLR.[L] | ||||||||||
| A0A1W0VZJ3 | Phytocyanin domain-containing protein | Sorghum bicolor | 26.6 | - | [R].SGPFFFISSDEDR.[C] | 11 | 2 | 126.4 | 73.5 | 1.757 |
| [R].LQAAAVGSSSGSSVLR.[L] | ||||||||||
| C5X3B9 | Peroxiredoxin | Sorghum bicolor | 24.2 | Other biological processes | [R].AVIAPSVSDEEAR.[K] | 11 | 2 | 136.2 | 63.8 | 2.049 |
| [K].VTYPILADPGR.[D] | ||||||||||
| A0A3L6EJI2 | Heat shock protein, mitochondrial | Zea mays | 30.4 | Stress response | [R].VAVEDGVLVIEGEK.[R] | 9 | 2 | 134.8 | 65.2 | 2.125 |
| [K].DGVLYVTVPR.[T] | ||||||||||
| A0A7S7FP27 | Glyceraldehyde-3-phosphate dehydrogenase | Lacticaseibacillus rhamnosus | 36.7 | Other metabolic processes | [R].VYAEPQAQNIPWVK.[N] | 8 | 2 | 53.2 | 146.8 | 0.363 |
| [K].AIGLVIPELNGK.[L] | ||||||||||
| A0A3L6ELN6 | Phosphoglycerate kinase | Zea mays | 42.4 | Other metabolic processes | [K].ELDYLVGAVANPK.[K] | 7 | 2 | 17.8 | 182.2 | 0.102 |
| [K].GVTTIIGGGDSVAAVEK.[VA] | ||||||||||
| C5X0T3 | Cupin type-1 domain-containing protein | Sorghum bicolor | 57.8 | - | [R].TLLGPEIAAAFGAR.[E] | 7 | 3 | 127.4 | 72.6 | 1.840 |
| [R].GGPFEFFGFTTSAR.[R] | ||||||||||
| [R].NSYGWTVSVDK.[H] | ||||||||||
| A0A1D6PKZ8 | Histone H2B | Zea mays | 25.7 | - | [K].QVHPDIGISSK.[A] | 7 | 2 | 68.7 | 131.3 | 0.520 |
| [K].SVETYK.[I] | ||||||||||
| A0A921RTP7 | EF-hand domain-containing protein | Sorghum bicolor | 46.2 | - | [R].EADVDGDGQINYEEFVK.[VM] | 7 | 2 | 65.1 | 134.9 | 0.480 |
| [K].DQNGFISAAELR.[H] | ||||||||||
| A0A1D6HCF4 | Glyceraldehyde-3-phosphate dehydrogenase (phosphorylating) | Zea mays | 55.7 | Other metabolic processes | [R].VPTVDVSVVDLTVR.[IL] | 6 | 2 | 29.8 | 170.2 | 0.158 |
| [RK].AASFNIIPSSTGAAK.[AVLG] | ||||||||||
| A0A1D6IAS7 | UTP--glucose-1-phosphate uridylyltransferase | Zea mays | 59.5 | Other metabolic processes | [K].VLQLETAAGAAIR.[FSV] | 5 | 2 | 0 | 100 | 0.010 |
| [K].SIPSIVELDSLK.[VS] | ||||||||||
| A0A921UHX0 | Plant antimicrobial peptide domain-containing protein | Sorghum bicolor | 52.2 | Stress response | [K].ACEWQYGEDTPR.[K] | 4 | 2 | 129.9 | 70.1 | 1.564 |
| [R].YEDQPWR.[T] | ||||||||||
| A0A3L6DXC0 | Histone H4 | Zea mays | 106.8 | - | [R].ISGLIYEETR.[GR] | 2 | 2 | 127.1 | 72.9 | 2.096 |
| [K].TVTAMDVVYALK.[R] | ||||||||||
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Katerere, D.R.; Navarré Dopazo, A.; Sessa, R.; Trombetti, S.; Grosso, M.; Izzo, L. Evaluation of In Vitro Cytoprotective Activity, Antioxidant Activity and Proteomic Profiles of Novel Sorghum-Based Fermented Beverages. Beverages 2026, 12, 9. https://doi.org/10.3390/beverages12010009
Katerere DR, Navarré Dopazo A, Sessa R, Trombetti S, Grosso M, Izzo L. Evaluation of In Vitro Cytoprotective Activity, Antioxidant Activity and Proteomic Profiles of Novel Sorghum-Based Fermented Beverages. Beverages. 2026; 12(1):9. https://doi.org/10.3390/beverages12010009
Chicago/Turabian StyleKaterere, David R., Abel Navarré Dopazo, Raffaele Sessa, Silvia Trombetti, Michela Grosso, and Luana Izzo. 2026. "Evaluation of In Vitro Cytoprotective Activity, Antioxidant Activity and Proteomic Profiles of Novel Sorghum-Based Fermented Beverages" Beverages 12, no. 1: 9. https://doi.org/10.3390/beverages12010009
APA StyleKaterere, D. R., Navarré Dopazo, A., Sessa, R., Trombetti, S., Grosso, M., & Izzo, L. (2026). Evaluation of In Vitro Cytoprotective Activity, Antioxidant Activity and Proteomic Profiles of Novel Sorghum-Based Fermented Beverages. Beverages, 12(1), 9. https://doi.org/10.3390/beverages12010009

