| Literature DB >> 34959831 |
Rebekka Thøgersen1, Kristian Leth Egsgaard1, Louise Kjølbæk2, Klaus Juhl Jensen3, Arne Astrup2,4, Marianne Hammershøj1, Anne Raben2,5, Hanne Christine Bertram1.
Abstract
This study investigated the postprandial plasma metabolome following consumption of four dairy matrices different in texture and structure: cheddar cheese (Cheese), homogenized cheddar cheese (Hom. Cheese), and micellar casein isolate (MCI) with cream (MCI Drink) or a MCI Gel. An acute, randomized, crossover trial in male participants (n = 25) with four test days was conducted. Blood samples were collected during an 8-h postprandial period after consumption of a meal similar in micro- and macronutrients containing one of the four dairy matrices, and the metabolome was analyzed using nuclear magnetic resonance (NMR) spectroscopy. A liquid dairy matrix (MCI Drink) resulted in a faster absorption of amino acids compared to products, representing either a semi-solid (MCI Gel and Hom. Cheese) or solid (Cheese) dairy matrix. For the MCI Gel, plasma concentration of acetic acid and formic acid increased approximately 2 h following consumption, while 3-hydroxybyturate and acetoacetic acid increased approximately 6 h after consumption. The structure and texture of the dairy matrix affected the postprandial absorption of amino acids, as revealed by the plasma metabolome. Our study furthermore pointed at endogenous effects associated with consumption of dairy products containing glucono-δ-lactone.Entities:
Keywords: NMR metabolomics; amino acid absorption; cheese; food structure; glucono-δ-lactone
Mesh:
Substances:
Year: 2021 PMID: 34959831 PMCID: PMC8709269 DOI: 10.3390/nu13124280
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 5.717
Figure 1Postprandial plasma concentrations (mean ± SEM) of essential amino acids: (A) Histidine, (B) isoleucine, (C) leucine, (D) methionine, (E) phenylalanine, (F) valine, and (G) total branched chain amino acids. ● MCI Drink, ● MCI Gel, ● Hom. Cheese, ● Cheese. # indicate significant meal-time interactions: # (q < 0.05), ## (q < 0.005), ### (q < 0.0005) #### (q < 0.0001). Letters indicate significant differences in post-hoc tests: a MCI gel vs. Cheese, b MCI gel vs. Hom. Cheese, c MCI gel vs. MCI drink, d MCI drink vs. Hom. Cheese, e MCI drink vs. Cheese, f Hom. Cheese vs. Cheese. Asterisks indicate level of significance: * (p < 0.05), ** (p < 0.005), *** (p < 0.0005) **** (p < 0.0001).
Mean concentrations of plasma metabolites. q-values indicate false discovery rate (FDR)-adjusted p-values from mixed effect models for meal-time interactions (qmeal-time), meal effect (qmeal), and time effect (qtime). Letters indicate significant differences in post-hoc tests at a given time point within each metabolite section.
| Time (min) | 0 | 30 | 60 | 90 | 120 | 180 | 240 | 300 | 360 | 420 | 480 | qmeal-time | qmeal | qtime |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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| Cheese | 0.070 | 0.063 | 0.036 | 0.029 | 0.030 ab | 0.025 a | 0.018 a | 0.030 a | 0.038 a | 0.036 a | 0.027 a | <0.001 | <0.001 | <0.001 |
| Hom. Cheese | 0.057 | 0.046 | 0.029 | 0.017 | 0.023 a | 0.026 a | 0.026 a | 0.034 a | 0.032 a | 0.033 a | 0.034 ab | |||
| MCI Drink | 0.057 | 0.044 | 0.024 | 0.027 | 0.033 ab | 0.023 a | 0.020 a | 0.028 a | 0.029 a | 0.031 a | 0.027 a | |||
| MCI Gel | 0.066 | 0.050 | 0.037 | 0.032 | 0.050 b | 0.056 b | 0.073 b | 0.084 b | 0.095 b | 0.066 b | 0.057 b | |||
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| Cheese | 0.070 | 0.063 | 0.036 | 0.029 | 0.030 | 0.025 | 0.018 | 0.030 | 0.038 ab | 0.036 | 0.027 | <0.001 | 0.831 | 0.003 |
| Hom. Cheese | 0.057 | 0.046 | 0.029 | 0.017 | 0.023 | 0.026 | 0.026 | 0.034 | 0.032 ac | 0.033 | 0.034 | |||
| MCI Drink | 0.057 | 0.044 | 0.024 | 0.027 | 0.033 | 0.023 | 0.020 | 0.028 | 0.029 c | 0.031 | 0.027 | |||
| MCI Gel | 0.066 | 0.050 | 0.037 | 0.032 | 0.050 | 0.056 | 0.073 | 0.084 | 0.095 b | 0.066 | 0.057 | |||
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| Cheese | 0.035 | 0.035 | 0.033 | 0.037 | 0.036 | 0.039 | 0.036 | 0.031 | 0.032 | 0.035 | 0.036 | 0.112 | 0.992 | 0.001 |
| Hom. Cheese | 0.035 | 0.033 | 0.038 | 0.036 | 0.034 | 0.038 | 0.031 | 0.032 | 0.031 | 0.035 | 0.032 | |||
| MCI Drink | 0.032 | 0.044 | 0.039 | 0.042 | 0.036 | 0.042 | 0.035 | 0.037 | 0.035 | 0.035 | 0.032 | |||
| MCI Gel | 0.024 | 0.032 | 0.037 | 0.037 | 0.030 | 0.039 | 0.035 | 0.030 | 0.036 | 0.034 | 0.038 | |||
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| Cheese | 0.148 | 0.157 | 0.156 | 0.151 | 0.142 | 0.139 | 0.153 | 0.148 | 0.145 | 0.147 | 0.162 | 0.061 | 0.992 | <0.001 |
| Hom. Cheese | 0.143 | 0.157 | 0.167 | 0.161 | 0.126 | 0.150 | 0.141 | 0.139 | 0.139 | 0.162 | 0.150 | |||
| MCI Drink | 0.142 | 0.161 | 0.149 | 0.141 | 0.149 | 0.137 | 0.156 | 0.141 | 0.141 | 0.153 | 0.158 | |||
| MCI Gel | 0.130 | 0.166 | 0.157 | 0.148 | 0.127 | 0.150 | 0.148 | 0.158 | 0.148 | 0.165 | 0.168 | |||
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| Cheese | 0.008 | 0.013 | 0.011 | 0.010 | 0.007 | 0.007 | 0.005 | 0.005 | 0.005 | 0.005 | 0.005 | 0.963 | 0.992 | <0.001 |
| Hom. Cheese | 0.007 | 0.014 | 0.010 | 0.012 | 0.005 | 0.009 | 0.007 | 0.008 | 0.008 | 0.006 | 0.006 | |||
| MCI Drink | 0.010 | 0.014 | 0.012 | 0.011 | 0.006 | 0.006 | 0.007 | 0.005 | 0.005 | 0.006 | 0.003 | |||
| MCI Gel | 0.007 | 0.013 | 0.012 | 0.011 | 0.009 | 0.008 | 0.008 | 0.005 | 0.007 | 0.006 | 0.006 | |||
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| Cheese | 0.098 | 0.107 | 0.103 | 0.105 | 0.104 | 0.099 | 0.099 | 0.094 | 0.095 | 0.094 | 0.094 | 0.691 | 0.992 | <0.001 |
| Hom. Cheese | 0.098 | 0.106 | 0.111 | 0.101 | 0.104 | 0.102 | 0.096 | 0.095 | 0.094 | 0.095 | 0.093 | |||
| MCI Drink | 0.099 | 0.109 | 0.105 | 0.102 | 0.103 | 0.097 | 0.096 | 0.094 | 0.095 | 0.093 | 0.093 | |||
| MCI Gel | 0.092 | 0.109 | 0.110 | 0.102 | 0.107 | 0.098 | 0.096 | 0.094 | 0.089 | 0.094 | 0.090 | |||
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| Cheese | 0.008 | 0.007 | 0.009 | 0.010 | 0.007 | 0.008 | 0.008 | 0.007 | 0.007 | 0.007 | 0.007 | 0.649 | 0.992 | 0.043 |
| Hom. Cheese | 0.008 | 0.010 | 0.008 | 0.009 | 0.007 | 0.009 | 0.008 | 0.008 | 0.010 | 0.008 | 0.008 | |||
| MCI Drink | 0.010 | 0.011 | 0.009 | 0.006 | 0.004 | 0.007 | 0.008 | 0.009 | 0.007 | 0.009 | 0.009 | |||
| MCI Gel | 0.006 | 0.007 | 0.007 | 0.005 | 0.004 | 0.006 | 0.007 | 0.006 | 0.008 | 0.007 | 0.008 | |||
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| Cheese | 0.020 | 0.021 | 0.024 | 0.024 | 0.015 | 0.019 ab | 0.023 a | 0.021 | 0.021 ab | 0.022 ab | 0.014 a | 0.212 | 0.041 | 0.061 |
| Hom. Cheese | 0.019 | 0.026 | 0.024 | 0.021 | 0.015 | 0.020 ab | 0.021 a | 0.022 | 0.019 ab | 0.021 a | 0.019 a | |||
| MCI Drink | 0.022 | 0.022 | 0.019 | 0.026 | 0.018 | 0.016 a | 0.022 ab | 0.018 | 0.015 a | 0.020 a | 0.021 ab | |||
| MCI Gel | 0.024 | 0.021 | 0.024 | 0.021 | 0.021 | 0.027 b | 0.030 b | 0.028 | 0.028 b | 0.030 b | 0.029 b | |||
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| Cheese | 5.533 | 6.514 a | 5.191 | 5.322 | 5.322 ab | 5.408 | 5.140 | 5.398 | 5.480 | 5.432 | 5.337 ab | <0.001 | 0.992 | <0.001 |
| Hom. Cheese | 5.554 | 6.338 ac | 5.270 | 5.103 | 5.123 a | 5.296 | 5.279 | 5.270 | 5.376 | 5.349 | 5.265 a | |||
| MCI Drink | 5.808 | 5.500 b | 4.629 | 5.355 | 5.830 b | 5.564 | 5.411 | 5.518 | 5.428 | 5.462 | 5.465 b | |||
| MCI Gel | 5.427 | 5.476 bc | 4.898 | 5.137 | 5.591 ab | 5.541 | 5.507 | 5.463 | 5.344 | 5.368 | 5.304 ab | |||
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| Cheese | 0.088 | 0.073 | 0.046 | 0.040 | 0.042 | 0.058 | 0.053 | 0.078 | 0.098 ab | 0.113 | 0.139 | 0.037 | 0.992 | <0.001 |
| Hom. Cheese | 0.136 | 0.075 | 0.047 | 0.043 | 0.042 | 0.060 | 0.073 | 0.072 | 0.082 ab | 0.129 | 0.120 | |||
| MCI Drink | 0.074 | 0.096 | 0.061 | 0.056 | 0.062 | 0.052 | 0.049 | 0.050 | 0.059 a | 0.085 | 0.084 | |||
| MCI Gel | 0.074 | 0.094 | 0.059 | 0.042 | 0.049 | 0.063 | 0.080 | 0.079 | 0.121 b | 0.109 | 0.139 | |||
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| Cheese | 0.771 | 0.796 | 1.048 a | 1.067 a | 0.955 | 0.832 | 0.841 | 0.701 | 0.691 | 0.695 | 0.670 | <0.001 | 0.438 | <0.001 |
| Hom. Cheese | 0.807 | 0.828 | 1.100 a | 1.110 a | 1.023 | 0.850 | 0.797 | 0.685 | 0.678 | 0.717 | 0.724 | |||
| MCI Drink | 0.835 | 0.737 | 0.807 b | 0.800 b | 0.884 | 0.826 | 0.854 | 0.720 | 0.690 | 0.634 | 0.643 | |||
| MCI Gel | 0.778 | 0.740 | 0.831 b | 0.900 ab | 0.846 | 0.773 | 0.678 | 0.697 | 0.626 | 0.680 | 0.773 | |||
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| Cheese | 0.061 | 0.064 | 0.100 a | 0.103 a | 0.078 | 0.073 | 0.062 | 0.057 | 0.053 | 0.049 | 0.044 | <0.001 | 0.992 | <0.001 |
| Hom. Cheese | 0.062 | 0.068 | 0.091 ab | 0.103 a | 0.076 | 0.075 | 0.064 | 0.057 | 0.046 | 0.048 | 0.043 | |||
| MCI Drink | 0.068 | 0.066 | 0.075 ab | 0.074 b | 0.073 | 0.076 | 0.073 | 0.065 | 0.054 | 0.045 | 0.045 | |||
| MCI Gel | 0.064 | 0.056 | 0.071 b | 0.083 ab | 0.065 | 0.070 | 0.058 | 0.052 | 0.047 | 0.046 | 0.049 | |||
Figure 2Postprandial plasma concentrations (mean ± SEM) of (A) glucose and (B) lactic acid. ● MCI Drink, ● MCI Gel, ● Hom. Cheese, ● Cheese. # indicate significant meal-time interactions: #### (q <0.0001). Letters indicate significant differences in post-hoc tests: a MCI gel vs. Cheese, b MCI gel vs. Hom. Cheese, c MCI gel vs. MCI drink, d MCI drink vs. Hom. Cheese, e MCI drink vs. Cheese, f Hom. Cheese vs. Cheese. Asterisks indicate level of significance: * (p <0.05), ** (p <0.005), *** (p <0.0005)). For 3-hydroxybutyric acid, a significantly higher plasma concentration was found at 360 min following consumption of the MCI Gel compared to the MCI Drink (Table 1). For acetoacetic acid, significant differences were found at 360 min. Thus, significantly higher plasma concentrations of acetoacetic acid were found after consumption of MCI Gel compared to the MCI Drink and Hom. Cheese, and a significantly higher concentration was found after Cheese consumption compared to the MCI Drink. For pyruvic acid, significant differences were found after 60 and 90 min. At 60 min, Cheese consumption resulted in significantly higher plasma pyruvic acid concentrations compared to MCI Gel and near-significant differences were higher compared to the MCI Drink (p = 0.069). After 90 min, significantly higher concentrations were found after consumption of Cheese and Hom. Cheese compared to the MCI Drink.