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1.
Food Chem ; 427: 136695, 2023 Nov 30.
Article in English | MEDLINE | ID: mdl-37385064

ABSTRACT

Stable isotope ratios and trace elements are well-established tools that act as signatures of the product's environmental conditions and agricultural processes; but they involve time, money, and environmentally destructive chemicals. In this study, we tested for the first time the potential of near-infrared reflectance spectroscopy (NIR) to estimate/predict isotope and elemental compositions for the origin verification of coffee. Green coffee samples from two continents, 4 countries, and 10 regions were analysed for five isotope ratios (δ13C, δ15N, δ18O, δ2H, and δ34S) and 41 trace elements. NIR (1100-2400 nm) calibrations were developed using pre-processing with extended multiplicative scatter correction (EMSC) and mean centering and partial-least squares regression (PLS-R). Five elements (Mn, Mo, Rb, B, La) and three isotope ratios (δ13C, δ18O, δ2H) were moderately to well predicted by NIR (R2: 0.69 to 0.93). NIR indirectly measured these parameters by association with organic compounds in coffee. These parameters were related to altitude, temperature and rainfall differences across countries and regions and were previously found to be origin discriminators for coffee.


Subject(s)
Coffee , Trace Elements , Coffee/chemistry , Trace Elements/analysis , Oxygen Isotopes/analysis , Spectroscopy, Near-Infrared , Least-Squares Analysis
2.
J Sci Food Agric ; 103(9): 4704-4718, 2023 Jul.
Article in English | MEDLINE | ID: mdl-36924039

ABSTRACT

BACKGROUND: This study investigated the geographical origin classification of green coffee beans from continental to country and regional levels. An innovative approach combined stable isotope and trace element analyses with non-linear machine learning data analysis to improve coffee origin classification and marker selection. Specialty green coffee beans sourced from three continents, eight countries, and 22 regions were analyzed by measuring five isotope ratios (δ13 C, δ15 N, δ18 O, δ2 H, and δ34 S) and 41 trace elements. Partial least squares discriminant analysis (PLS-DA) was applied to the integrated dataset for origin classification. RESULTS: Origins were predicted well at the country level and showed promise at the regional level, with discriminating marker selection at all levels. However, PLS-DA predicted origin poorly at the continental and Central American regional levels. Non-linear machine learning techniques improved predictions and enabled the identification of a higher number of origin markers, and those that were identified were more relevant. The best predictive accuracy was found using ensemble decision trees, random forest and extreme gradient boost, with accuracies of up to 0.94 and 0.89 for continental and Central American regional models, respectively. CONCLUSION: The potential for advanced machine learning models to improve origin classification and the identification of relevant origin markers was demonstrated. The decision-tree-based models were superior with their embedded variable identification features and visual interpretation. © 2023 The Authors. Journal of The Science of Food and Agriculture published by John Wiley & Sons Ltd on behalf of Society of Chemical Industry.


Subject(s)
Machine Learning , Isotopes/chemistry , Trace Elements/chemistry , Nonlinear Dynamics , Coffee/chemistry
3.
Molecules ; 26(21)2021 Oct 26.
Article in English | MEDLINE | ID: mdl-34770868

ABSTRACT

Polyphenols are bioactive compounds found naturally in fruits and vegetables; they are widely used in disease prevention and health maintenance. Polyphenol-rich blackcurrant extract (BCE) exerts beneficial effects on vascular health in menopausal model animals. However, the vasculoprotective effects in diabetes mellitus (DM) and atherosclerotic vascular disease secondary to DM are unknown. Therefore, we investigated whether BCE is effective in preventing atherosclerosis using KK-Ay mice as a diabetes model. The mice were divided into three groups and fed a high-fat diet supplemented with 1% BCE (BCE1), 3% BCE (BCE2), or Control for 9 weeks. The mice in the BCE2 group showed a considerable reduction in the disturbance of elastic lamina, foam cell formation, and vascular remodeling compared to those in the BCE1 and Control groups. Immunohistochemical staining indicated that the score of endothelial nitric oxide synthase staining intensity was significantly higher in both BCE2 (2.9) and BCE1 (1.9) compared to that in the Control (1.1). Furthermore, the score for the percentage of alpha-smooth muscle actin was significantly lower in the BCE2 (2.9%) than in the Control (2.1%). Our results suggest that the intake of anthocyanin-rich BCE could have beneficial effects on the blood vessels of diabetic patients.


Subject(s)
Diabetes Mellitus, Experimental/drug therapy , Hypoglycemic Agents/therapeutic use , Plant Extracts/therapeutic use , Polyphenols/therapeutic use , Protective Agents/therapeutic use , Ribes/chemistry , Animals , Diabetes Mellitus, Experimental/chemically induced , Diet, High-Fat/adverse effects , Disease Models, Animal , Hypoglycemic Agents/chemistry , Hypoglycemic Agents/isolation & purification , Mice , Mice, Mutant Strains , Plant Extracts/chemistry , Plant Extracts/isolation & purification , Polyphenols/chemistry , Polyphenols/isolation & purification , Protective Agents/chemistry , Protective Agents/isolation & purification
4.
Nutrients ; 13(2)2021 Feb 08.
Article in English | MEDLINE | ID: mdl-33567796

ABSTRACT

Estrogen exerts cardioprotective effects in menopausal women. Phytoestrogens are plant-derived substances exhibiting estrogenic activity that could beneficially affect vascular health. We previously demonstrated that blackcurrant (Ribes nigrum L.) extract (BCE) treatment exerted beneficial effects on vascular health via phytoestrogenic activity in ovariectomized (OVX) rats, which are widely used as menopausal animal models. Here, we examined whether BCE treatment reduced elastin degradation and prevented pathological vascular remodeling in OVX rats fed a regular diet (OVX Control) or a 3% BCE-supplemented diet (OVX BCE), compared with sham surgery rats fed a regular diet (Sham) for 3 months. The results indicated a lower staining intensity of elastic fibers, greater elastin fragmentation, and higher α-smooth muscle actin protein expression in OVX Control rats than in OVX BCE and Sham rats. Pathological vascular remodeling was only observed in OVX Control rats. Additionally, we investigated matrix metalloproteinase (MMP)-12 mRNA expression levels to elucidate the mechanism underlying elastin degradation, revealing significantly upregulated MMP-12 mRNA expression in OVX Control rats compared with that in Sham and OVX BCE rats. Together, we identify BCE as exerting a vascular protective effect through reduced MMP-12 expression and vascular smooth muscle cell proliferation. To our knowledge, this is the first report indicating that BCE might protect against elastin degradation and pathological vascular remodeling during menopause.


Subject(s)
Elastin/metabolism , Phytoestrogens/pharmacology , Plant Extracts/pharmacology , Proteolysis/drug effects , Ribes , Vascular Remodeling/drug effects , Animals , Diet/methods , Dietary Supplements , Female , Menopause/physiology , Models, Animal , Ovariectomy , Protective Agents/pharmacology , Rats , Rats, Sprague-Dawley
5.
Nutrients ; 12(5)2020 May 25.
Article in English | MEDLINE | ID: mdl-32466275

ABSTRACT

Estrogen is involved in lipid metabolism. Menopausal women with low estrogen secretion usually gain weight and develop steatosis associated with abnormal lipid metabolism. A previous study showed that blackcurrant (Ribes nigrum L.) extract (BCE) had phytoestrogen activity. In this study, we examined whether BCE improved lipid metabolism abnormalities and reduced liver steatosis in ovariectomized rats, as a menopausal animal model. Twelve-week-old ovariectomized (OVX) rats were fed a regular diet (Ctrl) or a 3% BCE supplemented diet while sham rats were fed a regular diet for three months. Body weight, visceral fat weight, levels of serum triglycerides, total cholesterol, and LDL cholesterol decreased in the BCE-treated OVX and sham rats, but not in OVX Ctrl rats. The results of hematoxylin and eosin staining revealed that BCE decreased the diameters of adipocytes and the nonalcoholic fatty liver disease activity score. Furthermore, quantitative RTPCR indicated a decreased expression of hepatitis-related genes, such as tumor necrosis factor-α, IL-6, and IL-1ß in OVX rats after BCE treatment. This is the first study that reported improvement of lipid metabolism abnormalities in OVX rats by BCE administration. These results suggest that the intake of BCE alleviated dyslipidemia and prevented nonalcoholic steatohepatitis during menopause in this animal model.


Subject(s)
Dyslipidemias/prevention & control , Fatty Liver/prevention & control , Plant Extracts/pharmacology , Ribes/chemistry , Adipocytes/drug effects , Adiponectin/blood , Alanine Transaminase/blood , Animals , Aspartate Aminotransferases/blood , Body Weight , Cholesterol, HDL/blood , Cholesterol, LDL/blood , Diet, High-Fat , Dietary Supplements , Disease Models, Animal , Female , Intra-Abdominal Fat/drug effects , Intra-Abdominal Fat/metabolism , Leptin/blood , Lipid Metabolism , Liver/drug effects , Liver/metabolism , Menopause/drug effects , Non-alcoholic Fatty Liver Disease/prevention & control , Ovariectomy , Phytoestrogens/pharmacology , Rats , Rats, Sprague-Dawley , Triglycerides/blood , gamma-Glutamyltransferase/blood
6.
Food Res Int ; 120: 560-567, 2019 06.
Article in English | MEDLINE | ID: mdl-31000272

ABSTRACT

While it is well known that the nature of the applied electric field and the heterogeneity of the tissue can influence the impact of PEF treatment on the plant tissues found in plant-based foods, few studies have investigated the influence of PEF on plant structures that are made up of multiple structurally similar organs. The aim of this study was to understand the effect of pulsed electric fields (PEF), at different electric field strengths (0, 0.3, 0.7 and 1.2 kV/cm) and specific energy (7, 21 and 52 kJ/kg), on a multilayered plant material, with bunching onion bulb tissues being used as a model system. The present study found that carbohydrates leakage was an appropriate index to assess PEF induced damage and that plasmolysis of epidermal cells was a good indicator of plasma membrane integrity after PEF. In addition, electric field strength had a greater impact on the cell integrity than specific energy applied. While other studies have shown that different cell types have different sensitivities to PEF, using plasmolysis as an indicator of cell damage, this study clearly showed that the same PEF treatment conditions had a greater effect on the epidermal cells of the outer scales compared to the inner scales. Hence, while different plant cell types vary in their sensitivities to PEF the spatial location of the same cell type within a complex plant material made up of multiple similar organs, i.e. an onion bulb, can also influence how cells respond to the PEF treatment. Despite PEF induced disruption at the cellular level being detected by carbohydrate leakage, the epidermal cell plasmolysis test and by cryo-scanning electromicroscopy (cryo-SEM), no gross structural changes at the organ level were observed using cryo-SEM or fluorescence microscopy. This study also reports for the first time that PEF treatment can enhance fructan leakage from onion bulbs, which means that PEF treatments have the potential to manipulate the fructan contents of some plant-based foods.


Subject(s)
Food Handling/methods , Models, Biological , Onions , Electricity , Fructans/analysis , Onions/chemistry , Onions/radiation effects
7.
Food Chem ; 227: 404-412, 2017 Jul 15.
Article in English | MEDLINE | ID: mdl-28274450

ABSTRACT

The present work investigated the bioprotective capacities of red-fleshed sweet cherry cultivars (Prunus avium; Lapins, Stella, Sweetheart and Staccato), with distinct differences in anthocyanins and vitamin C contents, on human intestinal Caco-2 cells exposed to hydrogen peroxide (H2O2)-induced oxidative stress. Three assays of cell health, the 3-(4,5-dimethythiazol-2-yl)-2,5-diphenyl-tetrazolium-bromide cell viability assay, the lactate dehydrogenase membrane leakage assay and nitric oxide production, were used to determine if these cherry digests differed in their ability to protect Caco-2 cells from H2O2. Cells treated with digests from cherries identified as containing high anthocyanins provided the greatest protection against H2O2. A strong linear correlation (-0.82

Subject(s)
Anthocyanins/analysis , Hydrogen Peroxide/toxicity , Oxidative Stress/drug effects , Plant Extracts/pharmacology , Prunus avium/chemistry , Anthocyanins/metabolism , Ascorbic Acid/analysis , Ascorbic Acid/metabolism , Caco-2 Cells , Fruit/chemistry , Fruit/metabolism , Humans , Plant Extracts/analysis , Prunus avium/metabolism
8.
Public Health Nutr ; 19(16): 2897-2905, 2016 11.
Article in English | MEDLINE | ID: mdl-27269122

ABSTRACT

OBJECTIVE: To estimate the folate status of New Zealand women of childbearing age following the introduction, in 2010, of a new voluntary folic acid fortification of bread programme. DESIGN: The 2011 Folate and Women's Health Survey was a cross-sectional survey of women aged 18-44 years carried out in 2011. The survey used a stratified random sampling technique with the Electoral Roll as the sampling frame. Women were asked about consumption of folic-acid-fortified breads and breakfast cereals in a telephone interview. During a clinic visit, blood was collected for serum and erythrocyte folate measurement by microbiological assay. SETTING: A North Island (Wellington) and South Island (Dunedin) city centre in New Zealand. SUBJECTS: Two hundred and eighty-eight women, of whom 278 completed a clinic visit. RESULTS: Geometric mean serum and erythrocyte folate concentrations were 30 nmol/l and 996 nmol/l, respectively. Folate status was 30-40 % higher compared with women of childbearing age sampled as part of a national survey in 2008/09, prior to the introduction of the voluntary folic acid bread fortification programme. In the 2011 Folate and Women's Health Survey, reported consumption of fortified bread and fortified breakfast cereal in the past week was associated with 25 % (P=0·01) and 15 % (P=0·04) higher serum folate concentrations, respectively. CONCLUSIONS: Serum and erythrocyte folate concentrations have increased in New Zealand women of childbearing age since the number of folic-acid-fortified breads was increased voluntarily in 2010. Consumption of fortified breads and breakfast cereals was associated with a higher folate status.


Subject(s)
Bread , Erythrocytes/chemistry , Folic Acid/blood , Food, Fortified , Adolescent , Adult , Cross-Sectional Studies , Female , Humans , Neural Tube Defects/prevention & control , New Zealand , Nutrition Surveys , Nutritional Status , Voluntary Programs , Young Adult
9.
Sci Rep ; 6: 25306, 2016 05 05.
Article in English | MEDLINE | ID: mdl-27147445

ABSTRACT

The influence of pulsed electric field (PEF) (0.5-2 kV/cm) treatment of wheatgrass (Triticum aestivum L.) seeds, with different water contents, on antioxidant metabolism in the resultant seedlings was investigated. Imbibing seeds to a water content of 45% or greater prior to PEF treatment increased the glutathione level and activities of superoxide dismutase, catalase, glutathione reductase, glutathione peroxidase and ascorbate peroxidase in the resultant seedlings, compared to untreated controls. Pre-culture of human intestinal Caco-2 cells with simulated gastrointestinal digests of electrostimulated seedlings enhanced the ability of Caco-2 cells to cope with H2O2-induced oxidative damage, determined by the 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT) and lactate dehydrogenase (LDH) release assays. The Caco-2 cell MTT and LDH assays correlated better with the increases in seedling glutathione content and antioxidant enzyme activities compared to the 2, 2-diphenyl-1-picrylhydrazyl (DPPH) total antioxidant capacity assay, an assay commonly used to determine the ability of plant extracts to protect cells from oxidative damage. These results demonstrate for the first time that PEF treatment of imbibed seeds can stimulate changes in metabolism in the resultant seedlings, increasing the bioprotective potential of their shoots/sprouts and hence value as functional foods.


Subject(s)
Antioxidants/metabolism , Hydrogen Peroxide/adverse effects , Oxidation-Reduction/drug effects , Triticum/physiology , Antioxidants/pharmacology , Ascorbate Peroxidases/metabolism , Caco-2 Cells , Catalase/metabolism , Electric Stimulation , Glutathione/metabolism , Glutathione Peroxidase/metabolism , Glutathione Reductase/metabolism , Humans , Plant Proteins/metabolism , Plant Proteins/pharmacology , Plant Shoots/metabolism , Plant Shoots/physiology , Seedlings/metabolism , Seedlings/physiology , Superoxide Dismutase/metabolism , Triticum/metabolism
10.
Food Chem ; 196: 654-64, 2016 Apr 01.
Article in English | MEDLINE | ID: mdl-26593539

ABSTRACT

This research aimed to study the effect of pulsed electric field (PEF) processing on the bioprotective capacity of carrot purée for White Belgian, Yellow Solar, Nantes, Nutri Red and Purple Haze cultivars against H2O2-induced oxidative damage. The bioprotective capacity was determined using cell viability, membrane integrity and nitric oxide (NO) production in a human Caco-2 cell culture assay. Total carotenoids, total anthocyanins, total vitamin C and total phenolics were also evaluated. Compared to the untreated purée, Purple Haze and Nutri Red processed at 303 kJ/kg completely increased Caco-2 cells resistance towards oxidative damage by recovering the cell viability and inhibiting NO production. For cultivar with low carotenoid levels, i.e. Yellow Solar, the application of 0.8 kV/cm resulted in a higher total carotenoid content in the purée than its untreated counterpart, leading to an improved bioprotective effect. This study clearly shows that PEF could add value to carrots by maximising bioprotective effects.


Subject(s)
Daucus carota/chemistry , Hydrogen Peroxide/metabolism , Oxidative Stress , Plant Preparations/metabolism , Anthocyanins/chemistry , Anthocyanins/metabolism , Ascorbic Acid/chemistry , Ascorbic Acid/metabolism , Caco-2 Cells , Carotenoids/chemistry , Carotenoids/metabolism , Cell Survival , Daucus carota/classification , Daucus carota/metabolism , Electricity , Humans , Phenols/chemistry , Phenols/metabolism , Plant Preparations/chemistry , Vitamins/chemistry , Vitamins/metabolism
11.
Food Chem ; 178: 115-21, 2015 Jul 01.
Article in English | MEDLINE | ID: mdl-25704691

ABSTRACT

Lycopene nanoemulsions were prepared to protect the antioxidant activity and improve the bioaccessibility of lycopene-enriched tomato extract (containing 6% of lycopene) by an emulsification-evaporation method. Lycopene nanoemulsions, with droplet sizes between 100 and 200 nm, exhibited higher anti-radical efficiency and antioxidant activity, than did those smaller than 100 nm. Strong protectability of lycopene in droplets smaller than 100 nm was associated with relatively slower rates of DPPH and ABTS reactions. In vitro bioaccessibility values of lycopene-enriched tomato extract, lycopene nanoemulsions with droplets larger than 100 nm (approximately 150 nm on average), and lycopene nanoemulsions with droplets smaller than 100 nm (69 nm on average) were 0.01, 0.53, and 0.77, respectively. Interestingly, nanoemulsions with droplets smaller than 100 nm showed the highest in vitro bioaccessibility, which could be interpreted as evidence of nanoemulsification enhancing the in vitro bioaccessibility of lycopene.


Subject(s)
Antioxidants/pharmacology , Carotenoids/pharmacology , Plant Extracts/pharmacology , Solanum lycopersicum/chemistry , Carotenoids/chemistry , Emulsions/chemistry , Lycopene , Nanoparticles/chemistry , Particle Size
12.
Food Chem ; 146: 538-47, 2014 Mar 01.
Article in English | MEDLINE | ID: mdl-24176379

ABSTRACT

The objective of this research was to study the enzyme kinetics and thermostability of endogenous ascorbic acid oxidase (AAO) in carrot purée (Daucus carota cv. Nantes) after being treated with pulsed electric field (PEF) processing. Various PEF treatments using electric field strength between 0.2 and 1.2kV/cm and pulsed electrical energy between 1 and 520kJ/kg were conducted. The enzyme kinetics and the kinetics of AAO thermal inactivation (55-70°C) were described using Michaelis-Menten model and first order reaction model, respectively. Overall, the estimated Vmax and KM values were situated in the same order of magnitude as the untreated carrot purée after being exposed to pulsed electrical energy between 1 and 400kJ/kg, but slightly changed at pulsed electrical energy above 500kJ/kg. However, AAO presented different thermostability depending on the electric field strength applied. After PEF treatment at the electric field strength between 0.2 and 0.5kV/cm, AAO became thermolabile (i.e. increase in inactivation rate (k value) at reference temperature) but the temperature dependence of k value (Ea value) for AAO inactivation in carrot purée decreased, indicating that the changes in k values were less temperature dependent. It is obvious that PEF treatment affects the temperature stability of endogenous AAO. The changes in enzyme kinetics and thermostability of AAO in carrot purée could be related to the resulting carrot purée composition, alteration in intracellular environment and the effective concentration of AAO released after being subjected to PEF treatment.


Subject(s)
Daucus carota/enzymology , Oxidoreductases/chemistry , Plant Proteins/chemistry , Ascorbic Acid/metabolism , Daucus carota/chemistry , Daucus carota/metabolism , Electricity , Hot Temperature , Kinetics , Oxidoreductases/metabolism , Plant Proteins/metabolism , Protein Stability
13.
Food Chem ; 134(4): 2075-85, 2012 Oct 15.
Article in English | MEDLINE | ID: mdl-23442658

ABSTRACT

The purpose of this research was to study the effect of endogenous ascorbic acid oxidase (AAO) on vitamin C in carrots (Daucus carota subsp. sativus), namely Nantes, Egmont Gold and baby carrots during thermal treatment. Enzyme-substrate reaction kinetics of AAO were described using Michaelis-Menten equation. The estimated K(m) and V(max) values of AAO ranged from 50.34 to 63.54 µM and 23.70 to 26.82 µmol/min, respectively. Nantes carrots had the lowest AAO activity. On the other hand, Egmont Gold had the highest V(max). AAO activity in all carrot cultivars was stable up to 50 °C and inactivated above 50 °C. Irreversible thermal inactivation of AAO followed first order kinetics (55-70 °C) and the estimated activation energy of the three carrot cultivars situated between 114.33 and 191.45 kJ/mol. Regarding vitamin C stability, thermal treatment at 60-70 °C has resulted in total conversion of l-AA to DHAA due to residual AAO activity; a complete AAO inactivation was found in 80 °C-treated carrots with high vitamin C retention predominantly in l-AA form, up to 90%. On average, the carrots had a total vitamin C content amounting from 368.24 to 379.87 µg/g dry matter and the Nantes carrots had the highest vitamin C content. The effectiveness of rapid inactivation of endogenous AAO via heating (>80 °C, 10 min) prior to matrix disruption gave protection to l-AA towards enzymatic oxidation, thus resulted in a higher vitamin C content and stability in carrots.


Subject(s)
Ascorbic Acid/chemistry , Daucus carota/enzymology , Oxidoreductases/chemistry , Oxidoreductases/metabolism , Plant Proteins/chemistry , Plant Proteins/metabolism , Ascorbic Acid/metabolism , Daucus carota/chemistry , Enzyme Stability , Hot Temperature , Kinetics
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