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Predictive metabolites for incident myocardial infarction: a two-step meta-analysis of individual patient data from six cohorts comprising 7897 individuals from the COnsortium of METabolomics Studies.
Nogal, A, Alkis, T, Lee, Y, Kifer, D, Hu, J, Murphy, RA, Huang, Z, Wang-Sattler, R, Kastenmüler, G, Linkohr, B, et al
Cardiovascular research. 2023;119(17):2743-2754
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Plain language summary
Heart disease is a major cause of death worldwide. Individuals at risk are usually identified by the presence of diseases such as obesity and diabetes, and lifestyle factors such as smoking. However, there is a new understanding that when the body converts food into energy it creates by-products which might play an important role in the development of heart disease. Better understanding of these may be able to aid the identification of individuals at risk. This analysis of 7897 participants from 6 different cohort studies aimed to determine biomarkers associated with a heart attack. The results showed there were 56 metabolites associated with heart attack, some of which were associated with an increased occurrence and some a decreased occurrence. Most of the identified metabolites were lipids. Metabolites involved in bile acid production and amino acids were also identified. It was concluded that these metabolites may act as an indicator for individuals who are at risk of heart attack, however further research is needed. This study could be used by healthcare professionals to understand that the science behind the use of metabolites to indicate risk for heart attack is developing but still in its infancy.
Expert Review
Conflicts of interest:
None
Take Home Message:
- There are certain lipids and amino acids that are associated with the incidence of MI, but the use of these to identify people at risk of MI is still in its infancy
- Current proven strategies to identify those at risk should take precedence over the measurement, identification and use of metabolites. However, this area of research is of current interest.
Evidence Category:
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X
A: Meta-analyses, position-stands, randomized-controlled trials (RCTs)
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B: Systematic reviews including RCTs of limited number
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C: Non-randomized trials, observational studies, narrative reviews
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D: Case-reports, evidence-based clinical findings
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E: Opinion piece, other
Summary Review:
Introduction
Individuals at risk of cardiovascular disease are usually identified by the presence of comorbidities (e.g. obesity and diabetes), and lifestyle factors (e.g. smoking). However, there is a new understanding that certain metabolites may be associated with myocardial infarction (MI) and a better understanding of these may be able to aid the identification of individuals at risk. This meta-analysis aimed to determine metabolites associated with a MI.
Methods
- This meta-analysis of 6 cohort studies from the USA and Europe involved 7897 participants
- The primary outcome was the metabolites associated with incident MI
- The secondary outcome was the metabolites associated with prevalent MI
- A total of 1442 metabolites were measured.
Results
- There were 1373 MI cases from the studies
- The results showed that there were 56 metabolites associated with MI, 42 had a direct association and 14 had an inverse relationship
- Most of the identified metabolites were lipids (n=21) and amino acids (n=17)
- Of the lipids, 3-methyladipate and 1-palmitoyl-2-linoleoyl-glycerol (16:0/18:2) were associated with a higher risk of MI (HR estimates ranged from 1.28; 95% confidence interval (CI) = 1.13–1.44, P < 0.001 to 1.21; 95% CI = 1.08–1.35, P = <0.005 respectively)
- Of the amino acids, 4-hydroxyphenylacetate and cystathionine had the largest increase in risk (HR estimates 1.24; 95% CI = 1.11–1.38, P = <0.01 and 1.2; 95% CI = 1.07–1.35, P = <0.01 respectively)
- When the meta-analysis was stratified by race, it showed that out of the 56 metabolites identified, the majority were associated with white individuals (n=41), whereas only 18 were associated with black individuals. Of these, 3 were specific to individuals with an African ancestry.
Conclusion
- It was concluded that certain metabolites and their associated pathways may help to identify individuals at risk for MI before disease onset and lead to better prevention
Clinical practice applications:
- Research into metabolite association with increased risk of MI is still in its infancy and has little merit until we understand the mechanisms involved and the direction of causation
- It does however give an idea of the tools that may be developed in the future that will aid identification and help to develop prevention strategies
- The metabolites associated with MI may be racially specific and further understanding is needed on this. Hence the data should be interpreted with caution.
Considerations for future research:
- Whilst associations are indicative of relationships, they do not identify causation. Future research should focus on the pathways which may link the metabolites with MI
- Identifying these pathways will also help to develop prevention strategies pertinent to specific nutrients
- A better understanding of how metabolites may be racially distinct is also required.
Abstract
AIMS: Myocardial infarction (MI) is a major cause of death and disability worldwide. Most metabolomics studies investigating metabolites predicting MI are limited by the participant number and/or the demographic diversity. We sought to identify biomarkers of incident MI in the COnsortium of METabolomics Studies. METHODS AND RESULTS We included 7897 individuals aged on average 66 years from six intercontinental cohorts with blood metabolomic profiling (n = 1428 metabolites, of which 168 were present in at least three cohorts with over 80% prevalence) and MI information (1373 cases). We performed a two-stage individual patient data meta-analysis. We first assessed the associations between circulating metabolites and incident MI for each cohort adjusting for traditional risk factors and then performed a fixed effect inverse variance meta-analysis to pull the results together. Finally, we conducted a pathway enrichment analysis to identify potential pathways linked to MI. On meta-analysis, 56 metabolites including 21 lipids and 17 amino acids were associated with incident MI after adjusting for multiple testing (false discovery rate < 0.05), and 10 were novel. The largest increased risk was observed for the carbohydrate mannitol/sorbitol {hazard ratio [HR] [95% confidence interval (CI)] = 1.40 [1.26-1.56], P < 0.001}, whereas the largest decrease in risk was found for glutamine [HR (95% CI) = 0.74 (0.67-0.82), P < 0.001]. Moreover, the identified metabolites were significantly enriched (corrected P < 0.05) in pathways previously linked with cardiovascular diseases, including aminoacyl-tRNA biosynthesis. CONCLUSIONS In the most comprehensive metabolomic study of incident MI to date, 10 novel metabolites were associated with MI. Metabolite profiles might help to identify high-risk individuals before disease onset. Further research is needed to fully understand the mechanisms of action and elaborate pathway findings.
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The effects of probiotic and synbiotic supplementation on inflammation, oxidative stress, and circulating adiponectin and leptin concentration in subjects with prediabetes and type 2 diabetes mellitus: a GRADE-assessed systematic review, meta-analysis, and meta-regression of randomized clinical trials.
Naseri, K, Saadati, S, Ghaemi, F, Ashtary-Larky, D, Asbaghi, O, Sadeghi, A, Afrisham, R, de Courten, B
European journal of nutrition. 2023;62(2):543-561
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Plain language summary
When acute, inflammation is a necessary function of the immune system allowing the body to recognise and remove foreign stimuli. However, when chronic inflammation occurs, it can contribute to and exacerbate diseases such as type 2 diabetes (T2D). The gut microbiota and the use of probiotics has been shown to modulate processes within the body and decrease chronic inflammation, however research has not consistently shown this and an inverse relationship has been shown in some studies. This systematic review and meta-analysis aimed to determine the effect of probiotics and synbiotics on inflammation in individuals with prediabetes and T2D. A total of 32 randomised control trials were included in the meta-analysis and showed that certain, but not all inflammatory markers were reduced. Antioxidants were increased. The effect was especially pronounced in individuals with T2D as opposed to prediabetes. It was concluded that probiotics or synbiotics could be useful for individuals with T2D to reduce inflammation and reduce the risk for other associated diseases such as heart disease.
Expert Review
Conflicts of interest:
None
Take Home Message:
- Probiotic and synbiotic supplementation may significantly reduce inflammation and oxidative stress, potentially lowering the risk of cardiovascular diseases in those with prediabetes and T2DM.
- These supplements may be particularly beneficial for individuals with T2DM and those who are overweight or obese.
- Incorporating probiotics and synbiotics into the diet could be a supportive strategy for improving metabolic health markers.
- The observed benefits vary depending on the type and duration of supplementation, suggesting that consistent, long-term use might be necessary to achieve noticeable health improvements.
Evidence Category:
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X
A: Meta-analyses, position-stands, randomized-controlled trials (RCTs)
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B: Systematic reviews including RCTs of limited number
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C: Non-randomized trials, observational studies, narrative reviews
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D: Case-reports, evidence-based clinical findings
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E: Opinion piece, other
Summary Review:
Introduction
This systematic review meta-analysis and meta-regression assessed the impact of probiotics and synbiotics on inflammation, antioxidants, oxidative stress, and adipokines in prediabetes and type 2 diabetes.
Methodology
The methodology involved searching PubMed/MEDLINE, ISI Web of Science, Scopus, and Cochrane Library databases without date or language restrictions until March 2022. Study quality was evaluated.
- Inclusion criteria: Adults 18+ with prediabetes or type 2 diabetes; interventions with probiotics or synbiotics versus placebo or other treatments; and reporting on inflammatory biomarkers, adipocytokines, and oxidative stress serum biomarkers in RCTs with parallel or cross-over designs.
Results
32 RCTs with 2074 participants were analysed, mostly in Asia (26 studies) and 5 in Europe, Africa, Oceania, and America, over 4 to 24 weeks. Dosages varied, including synbiotic bread with Lactobacillus sporogenes and inulin (1×10^8 CFU, 0.07g/g, thrice daily), 300ml/day fermented milk with L. helveticus, daily synbiotic and probiotic tablets, a probiotic mixture (120g/day), synbiotics (9g, thrice daily), multistrain probiotic yoghurt (300g/day), L. sporogenes-enriched bread (40g, thrice daily), and probiotic honey (2500mg/day). Measurements included CRP (31 RCTs), TNF-α (12 RCTs), GSH (13 RCTs), MDA (12 RCTs), TAC (11 RCTs), and NO levels (8 trials).
Effects of probiotics and synbiotics:
- significantly reduced CRP levels (-0.62 mg/L, 95% CI: -0.80 to -0.44, p < 0.001, 31 RCTs), showing greater efficacy in T2DM than prediabetes, particularly in individuals with overweight.
- TNF-α levels decreased in participants with T2D or overweight (-0.48 pg/mL, 95% CI: -0.81 to -0.15, p = 0.004, 12 RCTs).
- GSH levels significantly rose (69.80, 95% CI: 33.65 to 105.95, p < 0.001, 13 RCTs), independent of trial duration or baseline BMI.
- MDA levels were significantly reduced (-0.51, 95% CI: -0.73 to -0.30, p < 0.001, 12 RCTs) in studies lasting ≥12 weeks.
- TAC significantly increased (73.59, 95% CI: 33.24 to 113.95, p < 0.001, 11 RCTs), with more pronounced effects in longer trials and with probiotics.
- NO levels improved significantly (7.49, 95% CI: 3.12 to 11.86, p = 0.001, 9 trials) in individuals with obesity.
- Positive impacts on CRP, TNF-α, MDA, and TAC were more marked in trials ≥12 weeks.
Conclusions
Probiotic or synbiotic intake may benefit those with prediabetes and T2DM, reducing CRP, TNF-α, MDA, and enhancing TAC, GSH, NO levels, especially in T2DM individuals. Effects are stronger in individuals with overweight or obesity.
Clinical practice applications:
- Probiotic and synbiotic supplementation could be recommended to reduce inflammatory biomarkers like CRP and TNF-α, especially in individuals with T2DM.
- The improvements in oxidative stress markers, such as increased TAC and GSH and decreased MDA, support the use of probiotic and synbiotic supplements in managing oxidative stress in T2DM and prediabetes.
- Longer durations (≥12 weeks) of probiotic or synbiotic supplementation may offer a more pronounced effect on antioxidant capacity.
- The findings can guide personalised nutritional recommendations, as for example improvement in inflammation biomarkers and NO were more evident in individuals with T2DM or overweight suggesting an anti-inflammatory effect primarily in these groups. Moreover, markers related to antioxidant capacity were improved in those diagnosed with prediabetes or T2DM irrespective of BMI.
Considerations for future research:
- The beneficial effects on inflammatory and antioxidant/oxidative stress markers suggest a need for larger and longer-term studies to solidify the role of probiotics and synbiotics in benefiting chronic conditions like T2DM and prediabetes.
- There is potential for investigating the specific strains of probiotics that are most effective, considering varying outcomes observed across different studies.
- Research could explore the mechanisms by which probiotics and synbiotics exert their beneficial effects, contributing to a better understanding of gut-health interactions.
- The varying responses based on BMI categories indicate a need for personalised nutrition research to optimise probiotic therapy for individual needs.
- Future studies should consider standardising the dosage and formulation of probiotics to determine the most effective therapeutic doses and combinations.
Abstract
PURPOSE Probiotics or synbiotics consumption have been suggested to reduce the risk of cardiovascular disease (CVD) through a decline in inflammation and oxidative stress, however, the results from studies are conflicting. This study filled this knowledge gap by evaluating randomized controlled trials (RCTs) investigating probiotics or synbiotics intake on adipokines, inflammation, and oxidative stress in patients with prediabetes and type-2 diabetes mellitus (T2DM). METHODS We systematically did search up to March 2022 in PubMed/Medline, Scopus, ISI Web of Science, and Cochrane library. A random-effect model was applied to estimate the weighted mean difference (WMD) and 95% confidence interval (95% CI) for each outcome. RESULTS A total of 32 RCTs were included in the meta-analysis. This intervention led to a significant decrease in levels of C-reactive protein (CRP) (WMD - 0.62 mg/l; 95% CI - 0.80, - 0.44; p < 0.001), tumor necrosis factor-α (TNF-α) (WMD - 0.27 pg/ml; 95% CI - 0.44, - 0.10; p = 0.002) and malondialdehyde (MDA) (WMD - 0.51 µmol/l; 95% CI - 0.73, - 0.30; p < 0.001), and also a significant increase in levels of glutathione (GSH) (WMD 69.80 µmol/l; 95% CI 33.65, 105.95; p < 0.001), total antioxidant capacity (TAC) (WMD 73.59 mmol/l; 95% CI 33.24, 113.95; p < 0.001) and nitric oxide (NO) (WMD 7.49 µmol/l; 95% CI 3.12, 11.86; p = 0.001), without significant alterations in interleukin-6 (IL-6) and adipokines levels. CONCLUSION A consumption of probiotics or synbiotics could be a useful intervention to improve cardiometabolic outcomes through a reduced inflammation and oxidative stress in patients with prediabetes and T2DM.