| Literature DB >> 31547333 |
Stina C M Burri1, Kajsa Granheimer2, Marine Rémy3, Anders Ekholm4, Åsa Håkansson5, Kimmo Rumpunen6, Eva Tornberg7.
Abstract
The underlying mechanism(s) behind the potential carcinogenicity of processed meat is a popular research subject of which the lipid oxidation is a common suspect. Different formulations and cooking parameters of a processed meat product were evaluated for their capacity to induce lipid oxidation. Meatballs made of beef or pork, containing different concentrations of fat (10 or 20 g 100 g-1), salt (2 or 4 g 100 g-1), subjected to differing cooking types (pan or deep frying), and storage times (1, 7, and 14 days), were evaluated using thiobarbituric reactive substances (TBARS). The deep-fried meatball type most susceptible to oxidation was used as the model meat product for testing the lipid oxidation inhibiting capacity of 11 plant materials and extracts, in two concentrations (100 and 200 mg kg-1 gallic acid equivalent (GAE)), measured after 14 days of storage using TBARS. Summer savory lyophilized powder was the most efficient plant material, lowering lipid oxidation to 13.8% and 21.8% at the 200 and 100 mg kg-1 concentration, respectively, followed by a sea buckthorn leaf extract, lowering lipid oxidation to 22.9% at 100 mg kg-1, compared to the meatball without added antioxidants. The lipid oxidation was thus successfully reduced using these natural antioxidants.Entities:
Keywords: Folin-Ciocalteu; malondialdehyde; natural antioxidant; phenol; processed meat
Year: 2019 PMID: 31547333 PMCID: PMC6770000 DOI: 10.3390/foods8090406
Source DB: PubMed Journal: Foods ISSN: 2304-8158
Samples of antioxidant plant materials and extraction methods used.
| Plant Material | Latin Name | Cultivar | Country | Extraction Solution | Abbreviation | Extraction Method | GAE mg mL−1 Extract |
|---|---|---|---|---|---|---|---|
| Lyophilized Sea buckthorn leaves | ’Botnia Guldklimp’ | Finland | Pressurized hot water | SBTPHWE |
| 7.0 | |
| Lyophilized Bilberry leaves | Native stands | Finland | Pressurized hot water | BBPHWE |
| 11.6 | |
| Sea buckthorn leaves and sprouts | Mix of ‘Botaņičeskaja Ļubiteļskaja’ and ‘Prozračnaja’ | Latvia | 80% Ethanol | SBT80 | Gornas et al. [ | 13.2 | |
| Sea buckthorn leaves and sprouts | Mix of ‘Botaņičeskaja Ļubiteļskaja’ and ‘Prozračnaja’ | Latvia | H2O | SBTH2O | Modified from Gornas et al. [ | 9.2 | |
| Summer savory leaves | Seed origin: Hild Samen | Denmark | Non-extracted | SS | Non-extracted | 12.0 | |
| Sea buckthorn leaves | ’Finskaja’ | Sweden | 50% ethanol | SBT | Burri et al. [ | 8.8 | |
| Olive Polyphenols-Phenoliv | Phenoliv™ | Sweden | 50% ethanol | OS | Burri et al. [ | 3.8 | |
| Onion skin | ’Donna’ | Sweden | 50% ethanol | OPP | Burri et al. [ | 3.0 | |
| Beetroot leaves | ’Action’ | Sweden | 50% ethanol | BR | Burri et al. [ | 1.0 | |
| Lyophilized rhubarb root | ’Victoria’ | Estonia | 20% ethanol | LRR |
| 18.1 | |
| Lyophilized black currant leaves | ’Pamjat Vavilova’ | Estonia | 20% ethanol | LBC |
| 10.1 |
Figure 1Scheme of the pan-fried meatball study set up as modified by Granheimer [13]. The same set up was used for the deep-fried meatball study.
Figure 2Lipid oxidation in model meatballs with differing parameters shown in µM malondialdehyde (MDA) g−1 meatball, where P = pork and B = beef meat. The numbers 2 and 4 correspond to the salt content in % and the numbers 10 and 20 correspond to the fat content in %. The standard deviation is shown by the error bars (n = 3).
General Linear model (GLM) table of the lipid oxidation affecting parameters on the variable TBAR, where * = p < 0.05, ** = p < 0.01, and *** = p < 0.001. Df = Degrees of freedom. The parameters with the largest effect sizes are shown in bold.
| Df | Sum of Squares | Mean Square | F Value | Pr (>F) | Partial Eta Squared | ||
|---|---|---|---|---|---|---|---|
| Meat | 1 |
| 18.12 | 2142.5 | <0.001 | *** | 0.957 |
| Salt | 1 | 1.94 | 1.94 | 229.3 | <0.001 | *** | 0.705 |
| Fat | 1 | 0.06 | 0.06 | 7.6 | 0.007 | ** | 0.074 |
| Cooking type | 1 | 0.40 | 0.40 | 47.5 | <0.001 | *** | 0.331 |
| Storage time | 2 |
| 8.24 | 975.1 | <0.001 | *** | 0.953 |
| Meat × Salt | 1 | 0.07 | 0.07 | 8.7 | 0.004 | ** | 0.083 |
| Meat × Fat | 1 | 1.98 | 1.98 | 234.2 | <0.001 | *** | 0.709 |
| Salt × Fat | 1 | 0.36 | 0.36 | 42.4 | <0.001 | *** | 0.306 |
| Meat × Cooking | 1 | 1.01 | 1.01 | 119.2 | <0.001 | *** | 0.554 |
| Salt × Cooking | 1 | 0.01 | 0.01 | 0.7 | 0.405 | 0.007 | |
| Fat × Cooking | 1 | 0.54 | 0.54 | 63.5 | <0.001 | *** | 0.398 |
| Meat × Storage | 2 | 0.96 | 0.48 | 56.9 | <0.001 | *** | 0.542 |
| Salt × Storage | 2 | 0.52 | 0.26 | 31.0 | <0.001 | *** | 0.392 |
| Fat × Storage | 2 | 0.12 | 0.06 | 7.1 | 0.001 | ** | 0.128 |
| Cooking × Storage | 2 | 0.32 | 0.16 | 19.1 | <0.001 | *** | 0.284 |
| Meat × Salt × Fat | 1 | 0.14 | 0.14 | 16.4 | 0.000 | *** | 0.146 |
| Meat × Salt × Cooking | 1 | 0.27 | 0.27 | 31.6 | <0.001 | *** | 0.247 |
| Meat × Fat × Cooking | 1 | 0.49 | 0.49 | 58.3 | <0.001 | *** | 0.378 |
| Salt × Fat × Cooking | 1 | 0.25 | 0.25 | 29.5 | <0.001 | *** | 0.235 |
| Meat × Salt × Storage | 2 | 0.04 | 0.02 | 2.4 | 0.095 | 0.048 | |
| Meat × Fat × Storage | 2 | 0.08 | 0.04 | 5.0 | 0.009 | ** | 0.094 |
| Salt × Fat × Storage | 2 | 0.17 | 0.08 | 10.1 | 0.000 | *** | 0.173 |
| Meat × Cooking × Storage | 2 | 0.75 | 0.37 | 44.2 | <0.001 | *** | 0.479 |
| Salt × Cooking × Storage | 2 | 0.09 | 0.05 | 5.4 | 0.006 | ** | 0.100 |
| Fat × Cooking × Storage | 2 | 0.09 | 0.04 | 5.2 | 0.007 | ** | 0.097 |
| Meat × Salt × Fat × Cooking | 1 | 0.01 | 0.01 | 0.9 | 0.336 | 0.010 | |
| Meat × Salt × Fat × Storage | 2 | 0.02 | 0.01 | 1.1 | 0.355 | 0.021 | |
| Meat × Salt × Cooking × Storage | 2 | 0.13 | 0.06 | 7.5 | 0.001 | *** | 0.134 |
| Meat × Fat × Cooking × Storage | 2 | 0.07 | 0.03 | 3.8 | 0.025 | * | 0.074 |
| Salt × Fat × Cooking × Storage | 2 | 0.14 | 0.07 | 8.1 | 0.001 | *** | 0.145 |
| Meat × Salt × Fat × Cooking × Storage | 2 | 0.08 | 0.04 | 4.8 | 0.011 | * | 0.090 |
| Residuals | 96 | 0.81 | 0.01 |
Figure 3Main effect plots (estimated marginal means) of TBARS (µM malondialdehyde g−1 meatball) of (a) the interaction between meat type and storage times and (b) the interaction between meat type and fat contents (%).
Combinations of parameters promoting lipid oxidation ranked from highest to lowest value, where DF = Deep-frying, PF = Pan-frying, CI = Confidence interval, and EMM = estimated marginal means. The standard error was 0.053 and the degrees of freedom were 96 for all samples. All samples were compared pairwise and were assigned one or more group letters to present their respective significant difference or lack thereof.
| Meat | Salt (%) | Fat (%) | Cooking Type | Storage Time (Days) | TBAR EMM | Lower CI Limit | Upper CI Limit | Group |
|---|---|---|---|---|---|---|---|---|
| Pork | 2 | 20 | DF | 14 | 2.819 | 2.714 | 2.925 | a |
| Beef | 2 | 10 | PF | 14 | 2.681 | 2.576 | 2.787 | ab |
| Pork | 2 | 10 | DF | 14 | 2.610 | 2.505 | 2.716 | abc |
| Pork | 2 | 20 | PF | 14 | 2.574 | 2.468 | 2.679 | abcd |
| Pork | 2 | 20 | DF | 7 | 2.560 | 2.455 | 2.666 | abcd |
| Pork | 2 | 10 | PF | 14 | 2.539 | 2.433 | 2.644 | abcd |
| Pork | 4 | 20 | PF | 14 | 2.485 | 2.379 | 2.590 | bcde |
| Pork | 4 | 20 | DF | 14 | 2.417 | 2.311 | 2.522 | bcde |
| Pork | 2 | 10 | DF | 7 | 2.347 | 2.242 | 2.453 | cdef |
| Beef | 2 | 10 | PF | 7 | 2.330 | 2.224 | 2.435 | cdef |
| Pork | 4 | 20 | DF | 7 | 2.296 | 2.191 | 2.402 | def |
| Pork | 4 | 10 | DF | 14 | 2.286 | 2.180 | 2.391 | def |
| Pork | 4 | 20 | PF | 7 | 2.284 | 2.178 | 2.389 | def |
| Pork | 2 | 20 | PF | 7 | 2.199 | 2.094 | 2.305 | efg |
| Pork | 2 | 10 | PF | 7 | 2.195 | 2.089 | 2.300 | efg |
| Pork | 4 | 10 | PF | 14 | 2.188 | 2.083 | 2.294 | efg |
| Pork | 4 | 10 | DF | 7 | 2.043 | 1.938 | 2.149 | fgh |
| Beef | 4 | 10 | PF | 14 | 1.899 | 1.793 | 2.004 | ghi |
| Pork | 4 | 10 | PF | 7 | 1.898 | 1.793 | 2.004 | ghi |
| Beef | 2 | 20 | PF | 14 | 1.816 | 1.710 | 1.921 | hij |
| Pork | 2 | 20 | DF | 1 | 1.664 | 1.559 | 1.769 | ijk |
| Pork | 2 | 20 | PF | 1 | 1.645 | 1.540 | 1.750 | ijkl |
| Pork | 4 | 20 | PF | 1 | 1.627 | 1.522 | 1.732 | ijkl |
| Beef | 2 | 10 | DF | 14 | 1.565 | 1.459 | 1.670 | jklm |
| Pork | 4 | 20 | DF | 1 | 1.458 | 1.353 | 1.563 | klmn |
| Pork | 2 | 10 | PF | 1 | 1.442 | 1.336 | 1.547 | klmn |
| Pork | 4 | 10 | PF | 1 | 1.430 | 1.324 | 1.535 | klmno |
| Beef | 2 | 20 | DF | 14 | 1.412 | 1.306 | 1.517 | klmnop |
| Beef | 2 | 10 | DF | 7 | 1.403 | 1.298 | 1.509 | klmnop |
| Pork | 2 | 10 | DF | 1 | 1.402 | 1.296 | 1.507 | klmnop |
| Beef | 2 | 20 | DF | 7 | 1.374 | 1.268 | 1.479 | klmnop |
| Beef | 4 | 20 | PF | 14 | 1.342 | 1.237 | 1.448 | lmnop |
| Pork | 4 | 10 | DF | 1 | 1.342 | 1.237 | 1.447 | lmnop |
| Beef | 4 | 10 | PF | 7 | 1.317 | 1.212 | 1.423 | mnopq |
| Beef | 4 | 20 | PF | 7 | 1.260 | 1.155 | 1.366 | mnopqr |
| Beef | 4 | 10 | DF | 14 | 1.257 | 1.152 | 1.363 | mnopqrs |
| Beef | 4 | 20 | DF | 14 | 1.244 | 1.139 | 1.350 | nopqrs |
| Beef | 4 | 20 | DF | 7 | 1.230 | 1.125 | 1.336 | nopqrs |
| Beef | 2 | 10 | PF | 1 | 1.217 | 1.112 | 1.322 | nopqrst |
| Beef | 2 | 20 | PF | 7 | 1.217 | 1.111 | 1.322 | nopqrst |
| Beef | 4 | 10 | DF | 7 | 1.198 | 1.093 | 1.304 | nopqrst |
| Beef | 2 | 10 | DF | 1 | 1.133 | 1.027 | 1.238 | opqrstu |
| Beef | 4 | 10 | PF | 1 | 1.104 | 0.999 | 1.209 | pqrstu |
| Beef | 2 | 20 | DF | 1 | 1.011 | 0.905 | 1.116 | qrstu |
| Beef | 4 | 20 | DF | 1 | 0.978 | 0.873 | 1.084 | rstu |
| Beef | 4 | 20 | PF | 1 | 0.949 | 0.844 | 1.055 | stu |
| Beef | 4 | 10 | DF | 1 | 0.919 | 0.814 | 1.025 | tu |
| Beef | 2 | 20 | PF | 1 | 0.868 | 0.762 | 0.973 | u |
Figure 4Lipid oxidation in the meatball type most prone to oxidize (pork with 2% NaCl, 20% fat (w/w), deep-fried), with different antioxidants shown as a percentage of oxidation compared to the meatball without added antioxidants at two concentrations. SS = Summer Savory, OS = Onion skin, SBT = Sea buckthorn leaves, BR = Beetroot leaves, OPP = Olive polyphenols, SBTH2O = water extracted sea buckthorn leaves and sprouts, SBT PHWE = Sea buckthorn leaves and sprouts-pressurized hot water extraction, LBC = Lyophilized black currant leaves, LRR = Lyophilized rhubarb root, BB PHWE = Bilberry leaves-pressurized hot water extraction, and SBT80 = ethanol (80%) extracted sea buckthorn leaves and sprouts. The standard deviation is shown by the error bars (n = 3).
GLM table of the lipid oxidation affecting parameters on the variable TBAR of meat products with different supplemented antioxidants, where *** = p < 0.001, and Df = Degrees of freedom. The parameter with the largest effect size is shown in bold.
| Df | Sum of Squares | Mean Square | Pr (> | Partial Eta Squared | |||
|---|---|---|---|---|---|---|---|
| Species | 10 |
| 0.002 | 37.6 | <0.001 | *** | 0.895 |
| Concentration | 1 | 0.005 | 0.005 | 72.7 | <0.001 | *** | 0.623 |
| Species × Concentration | 10 | 0.005 | 0.001 | 8.1 | <0.001 | *** | 0.647 |
| Residuals | 44 | 0.003 | 0.000 |
Combinations of species and concentrations of antioxidants resulting in the lowest lipid oxidation level, where SS = Summer Savory, OS = Onion skin, SBT = Sea buckthorn leaves, BR = Beetroot leaves, OPP = Olive polyphenols, SBTH2O = water extracted sea buckthorn leaves and sprouts, SBT PHWE = Sea buckthorn leaves and sprouts-pressurized hot water extraction, LBC = Lyophilized black currant leaves, LRR = Lyophilized rhubarb root, BB PHWE = Bilberry leaves – pressurized hot water extraction, SBT80 = ethanol (80%) extracted sea buckthorn leaves and sprouts, CI = Confidence interval, and EMM = estimated marginal means. The standard error was 0.005 and the degrees of freedom were 44 for all samples. Note that the higher the value, the lower the level of oxidation due to a boxcox-transformation of the dependent variable with ^ −0.7. All samples were compared pairwise and were assigned one or more group letters to present their respective significant difference or lack thereof.
| Concentration (ppm) | Species | TBAR EMM | Lower CI Limit | Upper CI Limit | Group |
|---|---|---|---|---|---|
| 200 | SS | 0.157 | 0.148 | 0.166 | a |
| 100 | SS | 0.113 | 0.104 | 0.123 | b |
| 100 | SBTH2O | 0.110 | 0.100 | 0.119 | bc |
| 200 | OPP | 0.100 | 0.091 | 0.109 | bcd |
| 200 | SBTH2O | 0.098 | 0.089 | 0.108 | bcd |
| 200 | SBT80 | 0.096 | 0.087 | 0.105 | bcde |
| 200 | OS | 0.090 | 0.081 | 0.099 | bcdef |
| 200 | BR | 0.088 | 0.079 | 0.097 | cdef |
| 200 | LBC | 0.087 | 0.078 | 0.096 | cdef |
| 200 | SBT PHWE | 0.086 | 0.077 | 0.096 | cdef |
| 200 | LRR | 0.086 | 0.077 | 0.095 | cdef |
| 100 | SBT | 0.085 | 0.075 | 0.094 | cdefg |
| 100 | SBT PHWE | 0.080 | 0.070 | 0.089 | defg |
| 100 | SBT80 | 0.077 | 0.068 | 0.087 | defg |
| 100 | OPP | 0.076 | 0.066 | 0.085 | defgh |
| 100 | OS | 0.073 | 0.063 | 0.082 | efghi |
| 200 | BB PHWE | 0.072 | 0.063 | 0.082 | efghi |
| 100 | LRR | 0.067 | 0.058 | 0.076 | fghi |
| 200 | SBT | 0.066 | 0.056 | 0.075 | fghi |
| 100 | BR | 0.060 | 0.051 | 0.069 | ghi |
| 100 | LBC | 0.052 | 0.043 | 0.061 | hi |
| 100 | BB PHWE | 0.050 | 0.041 | 0.059 | i |
Pearson correlation between total phenols content (GAE mg mL−1) and TBARS values at the 100 mg kg−1 and 200 mg kg−1 concentration where n = 11.
| Total Phenols | TBARS 100 | TBARS 200 | Species | ||
|---|---|---|---|---|---|
| Total phenols | Correlation | 1 | 0.100 | −0.1333 | 0.543 |
| 0.768 | 0.695 | 0.084 | |||
| TBARS 100 | Correlation | 0.100 | 1 | 0.482 | 0.566 |
| 0.768 | 0.133 | 0.069 | |||
| TBARS 200 | Correlation | −0.133 | 0.482 | 1 | 0.204 |
| 0.696 | 0.133 | 0.547 | |||
| Species | Correlation | 0.543 | 0.566 | 0.204 | 1 |
| 0.084 | 0.069 | 0.547 | |||