| Literature DB >> 29672527 |
Diederik Esser1,2, Johanna M Geleijnse1,2, Juri C Matualatupauw2, James I Dower1,2, Daan Kromhout2, Peter C H Hollman1,2, Lydia A Afman2.
Abstract
Cocoa consumption has beneficial cardiometabolic effects, but underlying mechanisms remain unclear. Epicatechin, the cocoa major monomeric flavan-3-ol, is considered to contribute to these cardio-protective effects. We investigated effects of pure epicatechin supplementation on gene expression profiles of immune cells in humans. In a double blind, placebo-controlled cross-over trial, 32 (pre)hypertensive subjects aged 30 to 80, received two 4-week interventions, i.e. epicatechin (100mg/day) or placebo with a 4-week wash-out between interventions. Gene expression profiles of peripheral blood mononuclear cells were determined before and after both interventions. Epicatechin regulated 1180 genes, of which 234 differed from placebo. Epicatechin upregulated gene sets involved in transcription and tubulin folding and downregulated gene sets involved in inflammation, PPAR signalling and adipogenesis. Several negatively enriched genes within these gene sets were involved in insulin signalling. Most inhibited upstream regulators within the epicatechin intervention were cytokines or involved in inflammation. No upstream regulators were identified compared to placebo. Epicatechin, a cocoa flavan-3-ol, reduces gene expression involved in inflammation, PPAR-signalling and adipogenesis in immune cells. Effects were mild but our findings increase our understanding and provide new leads on how epicatechin rich products like cocoa may affect immune cells and exert cardiometabolic protective effects.Entities:
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Year: 2018 PMID: 29672527 PMCID: PMC5908087 DOI: 10.1371/journal.pone.0194229
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1CONSORT flow diagram.
Baseline characteristics of 32 untreated (pre)hypertensive healthy subjects included in the microarray analysis.
| Characteristic | Value |
|---|---|
| Male/female | 20/12 |
| Age (yrs) | 65.8 ± 7.82 |
| BMI (kg/m2) | 26.7 ± 3.52 |
| Office SBP (mmHg) | 128.2 ± 13.0 |
| Office DBP (mmHg) | 74.3 ± 9.3 |
| Plasma glucose (mmol/L) | 5.7 ± 0.6 |
| Serum insulin (mU/L) | 6.8 ± 4.5 |
| HOMA-IR | 1.7 ± 1.2 |
| Fasting serum lipids (mmol/L) | |
| Total cholesterol | 5.62 ± 0.75 |
| LDL cholesterol | 3.46 ± 0.65 |
| HDL cholesterol | 1.56 ± 0.44 |
| Triglycerides | 1.32 ± 0.51 |
Values are mean ± SD. Abbreviations: BMI, body mass index; DBP, diastolic blood pressure; HDL, high-density lipoprotein; HOMA-IR, homeostatic model assessment of insulin resistance; LDL, low-density lipoprotein; SBP, systolic blood pressure.
Effects of epicatechin and placebo supplementation on markers of cardiometabolic health of the 32 participants included in the microarray analysis.
| Treatment effect | |||
|---|---|---|---|
| Epicatechin | Placebo | ||
| Body weight (kg) | 0.17 ± 1.11 | 0.29 ± 1.78 | 0.75 |
| Glucose (mmol/L) | -0.06 ± 0.38 | -0.02 ± 0.35 | 0.03 |
| Insulin (mU/L) | -0.80 ± 2.21 | 0.63 ± 2.37 | 0.02 |
| HOMA-IR | -0.23 ± 0.66 | 0.15 ± 0.65 | 0.03 |
| HOMA-β | -5.1 ± 17.6 | 6.3 ± 20.0 | 0.03 |
| SBP (mmHg) | -3.04 ± 7.91 | -2.59 ± 13.37 | 0.86 |
| DBP (mmHg) | -0.90 ± 4.67 | -0.88 ± 5.75 | 0.99 |
Values are mean ± SD. Abbreviations: DBP, diastolic blood pressure; HOMA-β, homeostatic model assessment of beta cell function; HOMA-IR, homeostatic model assessment of insulin resistance; SBP, systolic blood pressure.
Fig 2Flow diagram showing the number of genes of which the expression was changed after 4-week epicatechin or placebo supplementation and the number of genes that significantly changed in expression between the epicatechin or placebo intervention.
A change was considered significant if two-sided P<0.05.
Gene sets significantly upregulated within the epicatechin intervention (epicatechin) and between intervention arms (epicatechin versus placebo).
| Gene set | SIZE | NES | FDRq | FDRq |
|---|---|---|---|---|
| (# genes) | epicatechin | epicatechin versus placebo | ||
| KEGG_RIBOSOME | 74 | 2.0 | 0.14 | 0.23 |
| REACT_FORMATION OF A POOL OF FREE 40S SUBUNITS | 79 | 1.9 | 0.15 | 0.23 |
| REACT_FORMATION OF THE TERNARY COMPLEX, AND SUBSEQUENTLY, THE 43S COMPLEX | 41 | 1.9 | 0.12 | 0.25 |
| REACT_POST-ELONGATION PROCESSING OF INTRONLESS PRE-MRNA | 22 | 1.9 | 0.10 | 0.08 |
| REACT_VIRAL MRNA TRANSLATION | 68 | 1.9 | 0.09 | 0.24 |
| REACT_EUKARYOTIC TRANSLATION TERMINATION | 70 | 1.9 | 0.08 | 0.24 |
| REACT_INFLUENZA VIRAL RNA TRANSCRIPTION AND REPLICATION | 68 | 1.9 | 0.07 | 0.24 |
| REACT_NONSENSE MEDIATED DECAY INDEPENDENT OF THE EXON JUNCTION COMPLEX | 75 | 1.9 | 0.07 | 0.20 |
| REACT_PROCESSING OF CAPPED INTRONLESS PRE-MRNA | 22 | 1.9 | 0.06 | 0.09 |
| WIP_HS_CYTOPLASMIC_RIBOSOMAL_PROTEINS | 74 | 1.9 | 0.07 | 0.24 |
| REACT_RNA POLYMERASE II TRANSCRIPTION TERMINATION | 40 | 1.9 | 0.06 | 0.03 |
| REACT_CLEAVAGE OF GROWING TRANSCRIPT IN THE TERMINATION REGION | 40 | 1.8 | 0.06 | 0.08 |
| REACT_POST-ELONGATION PROCESSING OF THE TRANSCRIPT | 40 | 1.8 | 0.06 | 0.04 |
| REACT_GENE EXPRESSION | 492 | 1.8 | 0.06 | 0.12 |
| REACT_GENERIC TRANSCRIPTION PATHWAY | 204 | 1.8 | 0.08 | 0.25 |
| REACT_POST-ELONGATION PROCESSING OF INTRON-CONTAINING PRE-MRNA | 31 | 1.8 | 0.08 | 0.10 |
| REACT_MRNA 3-END PROCESSING | 31 | 1.8 | 0.08 | 0.13 |
| REACT_3 -UTR-MEDIATED TRANSLATIONAL REGULATION | 88 | 1.7 | 0.08 | 0.25 |
| REACT_RNA POLYMERASE II TRANSCRIPTION | 92 | 1.7 | 0.08 | 0.17 |
| REACT_NONSENSE MEDIATED DECAY ENHANCED BY THE EXON JUNCTION COMPLEX | 92 | 1.6 | 0.13 | 0.20 |
| REACT_NONSENSE-MEDIATED DECAY | 92 | 1.6 | 0.15 | 0.23 |
| REACT_FORMATION AND MATURATION OF MRNA TRANSCRIPT | 146 | 1.5 | 0.17 | 0.23 |
| REACT_TRANSCRIPTION | 131 | 1.5 | 0.18 | 0.23 |
| REACT_METABOLISM OF NON-CODING RNA | 21 | 1.5 | 0.20 | 0.24 |
| REACT_FORMATION OF TUBULIN FOLDING INTERMEDIATES BY CCT_TRIC | 19 | 1.8 | 0.06 | 0.23 |
| REACT_COOPERATION OF PREFOLDIN AND TRIC_CCT IN ACTIN AND TUBULIN FOLDING | 26 | 1.8 | 0.06 | 0.24 |
| REACT_PREFOLDIN MEDIATED TRANSFER OF SUBSTRATE TO CCT_TRIC | 25 | 1.7 | 0.07 | 0.24 |
| REACT_INSULIN SYNTHESIS AND PROCESSING | 109 | 1.9 | 0.11 | 0.19 |
| REACT_PD-1 SIGNALING | 25 | 1.6 | 0.13 | 0.24 |
| KEGG_ASTHMA | 19 | 1.6 | 0.13 | 0.23 |
| REACT_PHOSPHORYLATION OF CD3 AND TCR ZETA CHAINS | 22 | 1.6 | 0.16 | 0.23 |
| REACT_INTERACTIONS OF REV WITH HOST CELLULAR PROTEINS | 32 | 1.6 | 0.16 | 0.24 |
| REACT_NUCLEAR IMPORT OF REV PROTEIN | 31 | 1.5 | 0.18 | 0.24 |
| REACT_TRANSLOCATION OF ZAP-70 TO IMMUNOLOGICAL SYNAPSE | 20 | 1.5 | 0.20 | 0.24 |
| NCI_DNAPK_PATHWAY | 15 | 1.5 | 0.20 | 0.25 |
Ranking based on normalised enrichment score (NES). FDRQ<0.25 was considered significant, 1116 gene sets were used in the analysis. Abbreviations: KEGG, Kyoto Encyclopedia of Genes and Genomes database; NCI, Nature Pathway Interaction database; REACT, Reactome knowledgebase; WIP_HS, WikiPathways Homo Sapiens.
Gene sets significantly downregulated within the epicatechin intervention (epicatechin) and between intervention arms (epicatechin versus placebo).
| Gene set | SIZE | NES | FDRq | FDRq |
|---|---|---|---|---|
| (# genes) | epicatechin | epicatechin versus placebo | ||
| NCI_IL8CXCR2_PATHWAY | 31 | -1.9 | 0.05 | 0.22 |
| NCI_IL8CXCR1_PATHWAY | 25 | -1.9 | 0.04 | 0.18 |
| NCI_AMB2_NEUTROPHILS_PATHWAY | 30 | -1.8 | 0.06 | 0.23 |
| KEGG_PPAR SIGNALING PATHWAY | 41 | -1.6 | 0.15 | 0.21 |
| REACT_REGULATION OF LIPID METABOLISM BY PPAR | 41 | -1.5 | 0.21 | 0.23 |
| REACT_SIGNALING BY RHO GTPASES | 102 | -2.0 | 0.06 | 0.25 |
| REACT_RHO GTPASE CYCLE | 102 | -1.9 | 0.04 | 0.21 |
| NCI_RAC1_REG_PATHWAY | 32 | -1.9 | 0.06 | 0.22 |
| NCI_CDC42_REG_PATHWAY | 26 | -1.5 | 0.24 | 0.23 |
| WIP_HS_AMPK_SIGNALING | 54 | -1.6 | 0.17 | 0.22 |
| WIP_HS_NOTCH_SIGNALING_PATHWAY | 42 | -2.3 | 0.00 | 0.22 |
| NCI_RETINOIC_ACID_PATHWAY | 23 | -2.2 | 0.01 | 0.23 |
| NCI_AURORA_A_PATHWAY | 29 | -2.0 | 0.05 | 0.24 |
| WIP_HS_ADIPOGENESIS | 103 | -1.9 | 0.06 | 0.21 |
| WIP_HS_FOLATE_METABOLISM | 44 | -1.8 | 0.09 | 0.23 |
| NCI_HES_HEYPATHWAY | 40 | -1.7 | 0.13 | 0.24 |
| NCI_AP1_PATHWAY | 55 | -1.6 | 0.16 | 0.23 |
| WIP_HS_ANGIOGENESIS | 17 | -1.6 | 0.16 | 0.24 |
| REACT_TRANSMISSION ACROSS CHEMICAL SYNAPSES | 103 | -1.5 | 0.20 | 0.23 |
| REACT_SYNAPTIC TRANSMISSION | 143 | -1.5 | 0.20 | 0.22 |
| REACT_G ALPHA (Q) SIGNALLING EVENTS | 106 | -1.4 | 0.25 | 0.22 |
Ranking based on normalised enrichment score (NES). FDRQ<0.25 was considered significant, 1116 gene sets were used in the analysis. Abbreviations: KEGG, Kyoto Encyclopedia of Genes and Genomes database; NCI, Nature Pathway Interaction database; REACT, Reactome knowledgebase; WIP_HS, WikiPathways Homo Sapiens.
Fig 3Expression heat map of contributing genes within the downregulated gene sets involved in inflammation, PPAR signalling, AMPK signalling and adipogenesis.
Subjects were hierarchically clustered via the complete agglomeration method. Expression changes are indicated as individual signal-log-ratios (SLR) of T = 4 weeks versus T = 0 weeks. Down-regulation or up-regulation of gene expression is presented on a colour scale, ranging from green (downregulated, SLR ≤-0.25) to red (upregulated, SLR ≥ 0.25).