Integrating Metabolomics and Gene Expression Underlying Potential Biomarkers Compounds Associated with Antioxidant Activity in Southern Grape Seeds

Different southern grape (Muscadine) genotypes (Muscadinia rotundifolia Michx.) were evaluated for their contents of metabolites in ripe berries. The metabolome study identified 331 metabolites in ripening skin and seed tissues. The major chemical groups were organic acids, fatty acyls, polyketides, and organic heterocycle compounds. The metabolic pathways of the identified metabolite were mainly arginine biosynthesis, D-glutamine, D-glutamate metabolism, alanine, aspartate metabolism, aminoacyl-tRNA biosynthesis, and citrate cycle. Principal component analysis indicated that catechin, gallic acid, and epicatechin-3-gallate were the main metabolites existing in muscadine seed extracts. However, citramalic and malic acids were the main metabolites contributing to muscadine skin extracts. Partial least-squares discriminant analysis (VIP > 1) described 25 key compounds indicating the metabolome in muscadine tissues (skin and seed). Correlation analysis among the 25 compounds and oxidation inhibition activities identified five biomarker compounds that were associated with antioxidant activity. Catechin, gallic acid, epicatechin-3-gallate, fertaric acid, and procyanidin B1 were highly associated with DPPH, FRAP, CUPRAC, and ABTS. The five biomarker compounds were significantly accumulated in the seed relative to the skin tissues. An evaluation of 15 antioxidant-related genes represented by the 3-dehydroquinate dehydratase (DHD), shikimate kinase (SK), chalcone synthase (CHS), anthocyanidin reductase (ANR), laccase (LAC), phenylalanine ammonia-lyase (PAL), dihydroflavonol 4-reductase (DFR), 3-dehydroquinate synthase (DHQS), chorismate mutase (CM), flavanone-3-hydroxylase (F3H), cinnamoyl-CoA reductase (CCR), cinnamyl alcohol dehydrogenase (CAD), leucoanthocyanidin reductase (LAR), gallate 1-β-glucosyltransferase (UGT), and anthocyanidin 3-O-glucosyltransferase (UFGT) encode critical enzymes related to polyphenolics pathway throughout four developmental stages (fruit-set FS, véraison V, ripe-skin R, and ripe-seed; S) in the C5 genotype demonstrated the dramatic accumulation of all transcripts in seed tissue or a developmental stage-dependent manner. Our findings suggested that muscadine grape seeds contain essential metabolites that could attract the attention of those interested in the pharmaceutical sector and the plant breeders to develop new varieties with high nutraceutical value.

[1]  Minkyu Park,et al.  Transcriptome Profiling During Muscadine Berry Development Reveals the Dynamic of Polyphenols Metabolism , 2022, Frontiers in Plant Science.

[2]  O. Garaschuk,et al.  Oxidative Stress and Energy Metabolism in the Brain: Midlife as a Turning Point , 2021, Antioxidants.

[3]  T. Netticadan,et al.  Grape bioactive molecules, and the potential health benefits in reducing the risk of heart diseases , 2021, Food chemistry: X.

[4]  M. Jahanshahi,et al.  Naringin Chelates Excessive Iron and Prevents the Formation of Amyloid-Beta Plaques in the Hippocampus of Iron-Overloaded Mice , 2021, Frontiers in Pharmacology.

[5]  S. Sherif,et al.  Untargeted Metabolomics and Antioxidant Capacities of Muscadine Grape Genotypes during Berry Development , 2021, Antioxidants.

[6]  A. Adámková,et al.  The Study of Antioxidant Components in Grape Seeds , 2020, Molecules.

[7]  S. Hrelia,et al.  New Mechanisms of Action of Natural Antioxidants in Health and Disease , 2020, Antioxidants.

[8]  S. Dey,et al.  Grape seed extract: having a potential health benefits , 2019, Journal of Food Science and Technology.

[9]  M. A. Alam Anti-hypertensive Effect of Cereal Antioxidant Ferulic Acid and Its Mechanism of Action , 2019, Front. Nutr..

[10]  K. Soliman,et al.  The Anticancer and Antioxidant Effects of Muscadine Grape Extracts on Racially Different Triple-negative Breast Cancer Cells , 2019, AntiCancer Research.

[11]  Shuyan Duan,et al.  Comparative Metabolic Profiling of Grape Skin Tissue along Grapevine Berry Developmental Stages Reveals Systematic Influences of Root Restriction on Skin Metabolome , 2019, International journal of molecular sciences.

[12]  J. Bernatonienė,et al.  The Role of Catechins in Cellular Responses to Oxidative Stress , 2018, Molecules.

[13]  Lingyu Yang,et al.  Proanthocyanidins against Oxidative Stress: From Molecular Mechanisms to Clinical Applications , 2018, BioMed research international.

[14]  I. Sadowska-Bartosz,et al.  Antioxidant properties of catechins: Comparison with other antioxidants. , 2018, Food chemistry.

[15]  Atsushi Sano Safety assessment of 4-week oral intake of proanthocyanidin-rich grape seed extract in healthy subjects. , 2017, Food and chemical toxicology : an international journal published for the British Industrial Biological Research Association.

[16]  J. Kujawski,et al.  Supplementary material : Antioxidant properties of several caffeic acid derivatives: A theoretical study , 2017 .

[17]  J. Lozano-Sánchez,et al.  Cocoa and Grape Seed Byproducts as a Source of Antioxidant and Anti-Inflammatory Proanthocyanidins , 2017, International journal of molecular sciences.

[18]  Y. Yagiz,et al.  Fruit quality, nutraceutical and antimicrobial properties of 58 muscadine grape varieties (Vitis rotundifolia Michx.) grown in United States. , 2017, Food chemistry.

[19]  H. Abdou,et al.  Neuroprotection of Grape Seed Extract and Pyridoxine against Triton-Induced Neurotoxicity , 2016, Oxidative medicine and cellular longevity.

[20]  H. Otsuka,et al.  Effects of Hepatoprotective Compounds from the Leaves of Lumnitzera racemosa on Acetaminophen-Induced Liver Damage in Vitro. , 2016, Chemical & pharmaceutical bulletin.

[21]  É. Hideg,et al.  Comparative Evaluation of Total Antioxidant Capacities of Plant Polyphenols , 2016, Molecules.

[22]  Emma L. Schymanski,et al.  MetFrag relaunched: incorporating strategies beyond in silico fragmentation , 2016, Journal of Cheminformatics.

[23]  M. Prodanov,et al.  Effect of consuming a grape seed supplement with abundant phenolic compounds on the oxidative status of healthy human volunteers , 2015, Nutrition Journal.

[24]  Young-Boong Kim,et al.  Quantitative Analysis of Major Constituents in Green Tea with Different Plucking Periods and Their Antioxidant Activity , 2014, Molecules.

[25]  A. Gamian,et al.  Antioxidant activity of selected phenols estimated by ABTS and FRAP methods. , 2013, Postepy higieny i medycyny doswiadczalnej.

[26]  D. Zheleva-Dimitrova Antioxidant and acetylcholinesterase inhibition properties of Amorpha fruticosa L. and Phytolacca americana L. , 2013, Pharmacognosy magazine.

[27]  S. Nadtochiy,et al.  Mediterranean diet and cardioprotection: the role of nitrite, polyunsaturated fatty acids, and polyphenols. , 2011, Nutrition.

[28]  Mark Stitt,et al.  Recommendations for Reporting Metabolite Data[W] , 2011, Plant Cell.

[29]  J. P. Fawcett,et al.  LC–MS–MS Determination of Troxerutin in Plasma and Its Application to a Pharmacokinetic Study , 2011 .

[30]  M. Fernández,et al.  Biomedical effects of grape products. , 2010, Nutrition reviews.

[31]  G. Zanin,et al.  A preliminary study on changes in phenolic content during Bianchetta Trevigiana winemaking , 2010 .

[32]  M. Hirai,et al.  MassBank: a public repository for sharing mass spectral data for life sciences. , 2010, Journal of mass spectrometry : JMS.

[33]  J. Prasain,et al.  Flavonoids and age-related disease: risk, benefits and critical windows. , 2010, Maturitas.

[34]  L. Gu,et al.  Antioxidant capacity, phenolic content, and profiling of phenolic compounds in the seeds, skin, and pulp of Vitis rotundifolia (Muscadine Grapes) As determined by HPLC-DAD-ESI-MS(n). , 2010, Journal of agricultural and food chemistry.

[35]  U. Förstermann,et al.  Resveratrol reduces endothelial oxidative stress by modulating the gene expression of superoxide dismutase 1 (SOD1), glutathione peroxidase 1 (GPx1) and NADPH oxidase subunit (Nox4). , 2009, Journal of physiology and pharmacology : an official journal of the Polish Physiological Society.

[36]  T. Shibamoto,et al.  Antioxidant assays for plant and food components. , 2009, Journal of agricultural and food chemistry.

[37]  I. Gribaudo,et al.  A Rapid and effective method for RNA extraction from different tissues of grapevine and other woody plants. , 2008, Phytochemical analysis : PCA.

[38]  R. Apak,et al.  Comparative evaluation of various total antioxidant capacity assays applied to phenolic compounds with the CUPRAC assay. , 2007, Molecules.

[39]  Ying Zhang,et al.  HMDB: the Human Metabolome Database , 2007, Nucleic Acids Res..

[40]  Jerome Grimplet,et al.  Tissue-specific mRNA expression profiling in grape berry tissues , 2007, BMC Genomics.

[41]  R. Carle,et al.  Isolation of hydroxycinnamoyltartaric acids from grape pomace by high-speed counter-current chromatography. , 2006, Journal of chromatography. A.

[42]  M. Rogero,et al.  Free radical scavenger and antioxidant capacity correlation of α-tocopherol and Trolox measured by three in vitro methodologies , 2006, International journal of food sciences and nutrition.

[43]  A. Michalak Phenolic compounds and their antioxidant activity in plants growing under heavy metal stress , 2006 .

[44]  R. Abagyan,et al.  METLIN: A Metabolite Mass Spectral Database , 2005, Therapeutic drug monitoring.

[45]  K. Shetty,et al.  Stimulation of phenolics, antioxidant and antimicrobial activities in dark germinated mung bean sprouts in response to peptide and phytochemical elicitors , 2004 .

[46]  Y. Rojanasakul,et al.  Antioxidant properties of (-)-epicatechin-3-gallate and its inhibition of Cr (VI)-induced DNA damage and Cr (IV)- or TPA-stimulated NF-κB activation , 2000, Molecular and Cellular Biochemistry.

[47]  F. Tomás-Barberán,et al.  Flavonoids in Food and Their Health Benefits , 2004, Plant foods for human nutrition.

[48]  Gerard Krewer,et al.  Phenolic content and antioxidant capacity of muscadine grapes. , 2003, Journal of agricultural and food chemistry.

[49]  John Shi,et al.  Polyphenolics in grape seeds-biochemistry and functionality. , 2003, Journal of medicinal food.

[50]  B. Havsteen,et al.  The biochemistry and medical significance of the flavonoids. , 2002, Pharmacology & therapeutics.

[51]  A. Bast,et al.  The antioxidant activity of phloretin: the disclosure of a new antioxidant pharmacophore in flavonoids. , 2002, Biochemical and biophysical research communications.

[52]  J. Higgins,et al.  Folate protects against oxidative modification of human LDL , 2001, British Journal of Nutrition.

[53]  Á. Tósaki,et al.  Grape seed proanthocyanidin reduces cardiomyocyte apoptosis by inhibiting ischemia/reperfusion-induced activation of JNK-1 and C-JUN. , 2001, Free radical biology & medicine.

[54]  R. Singh,et al.  Antioxidant activity of grape seed (Vitis vinifera) extracts on peroxidation models in vitro , 2001 .

[55]  J. López-Roca,et al.  Phenolic Compounds and Color Stability of Red Wines: Effect of Skin Maceration Time , 2001, American Journal of Enology and Viticulture.

[56]  L. Packer,et al.  Enzyme inhibition and protein-binding action of the procyanidin-rich french maritime pine bark extract, pycnogenol: effect on xanthine oxidase. , 2000, Journal of agricultural and food chemistry.

[57]  Andrea Versari,et al.  AN IMPROVED HPLC METHOD FOR THE ANALYSIS OF ORGANIC ACIDS, CARBOHYDRATES, AND ALCOHOLS IN GRAPE MUSTS AND WINES , 2000 .

[58]  G. Mazza,et al.  Assessing antioxidant and prooxidant activities of phenolic compounds. , 2000, Journal of agricultural and food chemistry.

[59]  L. Ma,et al.  Antioxidative effects of green tea polyphenols on free radical initiated and photosensitized peroxidation of human low density lipoprotein. , 2000, Chemistry and physics of lipids.

[60]  W. Bors,et al.  Antioxidant capacity of flavanols and gallate esters: pulse radiolysis studies. , 1999, Free radical biology & medicine.

[61]  M. Palma,et al.  Extraction of polyphenolic compounds from grape seeds with near critical carbon dioxide. , 1999, Journal of chromatography. A.

[62]  S. Takio,et al.  Alkyl peroxyl radical-scavenging activity of catechins. , 1998, Phytochemistry.

[63]  D. Bagchi,et al.  Protective effects of grape seed proanthocyanidins and selected antioxidants against TPA-induced hepatic and brain lipid peroxidation and DNA fragmentation, and peritoneal macrophage activation in mice. , 1998, General pharmacology.

[64]  C. Fraga,et al.  (+)-Catechin prevents human plasma oxidation. , 1998, Free radical biology & medicine.

[65]  A. Nouvelot,et al.  High protection by grape seed proanthocyanidins (GSPC) of polyunsaturated fatty acids against UV-C induced peroxidation. , 1998, Comptes rendus de l'Academie des sciences. Serie III, Sciences de la vie.

[66]  D. Bagchi,et al.  Oxygen free radical scavenging abilities of vitamins C and E, and a grape seed proanthocyanidin extract in vitro. , 1997, Research communications in molecular pathology and pharmacology.

[67]  C. Berset,et al.  Use of a Free Radical Method to Evaluate Antioxidant Activity , 1995 .