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      Can DNA Methylation Predict the Lipid Response to Dietary Intervention? There's a Fat Chance

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          Abstract

          High circulating triglycerides (TG), carried by triglyceride-rich-lipoproteins (TRL), are associated with insulin resistance, obesity, metabolic syndrome, and type 2 diabetes and are considered a major risk factor for cardiovascular disease. Although strategies that lower TG and TRL to improve cardiometabolic outcomes are of major interest, there are still many unknowns that impede therapeutic development and thwart therapeutic success. For example, what increases the susceptibility of certain individuals to unfavorable lipid profiles? And why are some study participants more responsive to diet and lifestyle interventions? While considerable efforts have been made to identify genetic variants that may account for metabolic changes across individuals, variants with functional significance are rare, and those that have been identified do not fully explain the high variability of lipid profiles. Hence, attention has been refocused towards the epigenetic regulation—highly dynamic and heritable changes in gene function without changes in DNA sequence—of genes involved in lipid and lipoprotein metabolism. While many studies have linked altered epigenetic processing of key metabolic genes to distinct metabolic phenotypes [reviewed in (1)], whether specific epigenetic marks can predict the success of lifestyle interventions remains unknown. In the present study, Li et al show that study participants with higher levels of DNA methylation (DNAm) in the first intron of carnitine palmitoyltransferase 1 A (CPT1A)—the rate limiting enzyme in mitochondrial fatty acid uptake and oxidation—show greater improvements in TG and TRL when adhering to a low-fat weight-loss diet (2). Therefore, this study reports an important observation for the first time and directly links altered epigenetic processing of a key lipid metabolism gene to favorable lipid profiles following diet modification. DNAm of cytosine residues within CpG islands in promoter regions and other cis regulatory DNA elements is a highly dynamic epigenetic mark associated with chromatin remodeling and gene transcription. In the present study, Li et al were motivated by recent findings from epigenome-wide associations studies linking increased levels of CPT1A DNAm to reduced CPT1A expression and increased circulating TG and TRL (3). In a separate study, dietary fat appears to modify CPT1A DNAm (4), leading the authors to hypothesize that adjusting dietary fat intake could alter the relationship between CPT1A DNAm and circulating lipid profiles. This study leveraged the POUNDS lost trial: a 2-year randomized clinical trial comparing the ability of 4 diets with varying macronutrient content to promote weight loss. In brief, the study involved 811 overweight adults that were assigned to either (1) 20% fat, 15% protein, 65% carbohydrate; (2) 20% fat, 25% protein, 55% carbohydrate; (3) 40% fat, 15% protein, 45% carbohydrate; or (4) 40% fat, 25% protein, 35% carbohydrate (5). DNAm was assessed in 538 study participants by high-resolution methyl-capture sequencing and presented as percent of methylation over a given CpG containing region. Importantly, standard (eg, TG, total cholesterol, high-density lipoprotein cholesterol, and low-density lipoprotein cholesterol) and specialized (eg, very low density lipoprotein with or without apolipoprotein C-III) lipids were measured. Notably, the authors found that individuals with a higher baseline level of regional DNAm at CPT1A had lower circulating TG, consistent with previous studies (3). In addition, the authors report for the first time that higher CPT1A DNAm was associated with even greater reductions in total TG and TRL, including very low density lipoprotein particles without apolipoprotein C-III. Although the data presented do not probe the molecular mechanisms leading to these observations, the findings show for the first time that baseline methylation levels of distinct regions of a lipid processing gene can predict changes in the metabolic parameters following dietary intervention. Since CPT1A is primarily involved in fatty acid catabolism, Li et al's findings suggest that reduced dietary lipids alter the transcriptional regulation of CPT1A to increase fatty acid oxidation, leading to reduced circulating lipids within their associated lipoprotein class. DNAm is one of the best-characterized, yet controversial, epigenetic marks. Although the prevailing dogma links DNAm to reduced transcription factor (TF) binding and transcriptional repression, with the advent of more sensitive techniques it has become clear that this model needs to be revisited. Recent models suggest that (1) TFs bind to methylated CpGs to activate transcription, (2) DNAm is a consequence of TF binding, and (3) in some cases DNAm does not influence TF binding [reviewed in (6)]. Therefore, the outcomes of DNAm are largely dependent on the specific TFs and baseline transcriptional state within a cell. In the present study, the authors show that higher levels of DNAm within intron 1 of CPT1A are associated with lower circulating lipids, which suggests that CPT1A expression, and hence lipid catabolism, is increased. While this directionality is plausible, given our evolving understanding of the dynamic role of DNAm in transcriptional regulation, our interpretation of the study is limited due to the lack of CPT1A expression data. In addition, the dynamic methylation within intron 1 of the CPT1A gene suggests that this region is actively modified in response to nutrient, and specifically dietary lipid, status, but why remains unclear. Since intron 1 contains putative lipogenic TF binding sites (eg, SREBP1c), future studies aimed at determining the effect of DNAm on the binding of specific TFs within the CPT1A gene would be particularly informative. Comparison of chromatin structure and accessibility (eg, ATAC seq) within the CPT1A gene in response to dietary changes would be even more powerful and could highlight novel lipid-sensitive regulatory elements to dramatically transform our understanding of the nutrient–epigenome interface. Overall, Li et al present intriguing findings that hold promise for the development of precision dietary intervention approaches. While further studies are needed to determine mechanism, evidently CPT1A is dynamically regulated in response to metabolic status, and its methylation could be used to assess which dietary interventions might have the most favorable effects on circulating lipids to mitigate the association with cardiometabolic disease in susceptible individuals. Disclosures The authors have no conflicts of interest or disclosures to declare.

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          Most cited references6

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          Comparison of weight-loss diets with different compositions of fat, protein, and carbohydrates.

          The possible advantage for weight loss of a diet that emphasizes protein, fat, or carbohydrates has not been established, and there are few studies that extend beyond 1 year. We randomly assigned 811 overweight adults to one of four diets; the targeted percentages of energy derived from fat, protein, and carbohydrates in the four diets were 20, 15, and 65%; 20, 25, and 55%; 40, 15, and 45%; and 40, 25, and 35%. The diets consisted of similar foods and met guidelines for cardiovascular health. The participants were offered group and individual instructional sessions for 2 years. The primary outcome was the change in body weight after 2 years in two-by-two factorial comparisons of low fat versus high fat and average protein versus high protein and in the comparison of highest and lowest carbohydrate content. At 6 months, participants assigned to each diet had lost an average of 6 kg, which represented 7% of their initial weight; they began to regain weight after 12 months. By 2 years, weight loss remained similar in those who were assigned to a diet with 15% protein and those assigned to a diet with 25% protein (3.0 and 3.6 kg, respectively); in those assigned to a diet with 20% fat and those assigned to a diet with 40% fat (3.3 kg for both groups); and in those assigned to a diet with 65% carbohydrates and those assigned to a diet with 35% carbohydrates (2.9 and 3.4 kg, respectively) (P>0.20 for all comparisons). Among the 80% of participants who completed the trial, the average weight loss was 4 kg; 14 to 15% of the participants had a reduction of at least 10% of their initial body weight. Satiety, hunger, satisfaction with the diet, and attendance at group sessions were similar for all diets; attendance was strongly associated with weight loss (0.2 kg per session attended). The diets improved lipid-related risk factors and fasting insulin levels. Reduced-calorie diets result in clinically meaningful weight loss regardless of which macronutrients they emphasize. (ClinicalTrials.gov number, NCT00072995.) 2009 Massachusetts Medical Society
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            Sensitivity of transcription factors to DNA methylation

            Abstract Dynamic binding of transcription factors (TFs) to regulatory elements controls transcriptional states throughout organism development. Epigenetics modifications, such as DNA methylation mostly within cytosine-guanine dinucleotides (CpGs), have the potential to modulate TF binding to DNA. Although DNA methylation has long been thought to repress TF binding, a more recent model proposes that TF binding can also inhibit DNA methylation. Here, we review the possible scenarios by which DNA methylation and TF binding affect each other. Further in vivo experiments will be required to generalize these models.
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              Epigenome-wide association study of fasting blood lipids in the Genetics of Lipid-lowering Drugs and Diet Network study.

              Genetic research regarding blood lipids has largely focused on DNA sequence variation; few studies have explored epigenetic effects. Genome-wide surveys of DNA methylation may uncover epigenetic factors influencing lipid metabolism. To identify whether differential methylation of cytosine-(phosphate)-guanine dinucleotides (CpGs) correlated with lipid phenotypes, we isolated DNA from CD4+ T cells and quantified the proportion of sample methylation at >450 000 CpGs by using the Illumina Infinium HumanMethylation450 Beadchip in 991 participants of the Genetics of Lipid Lowering Drugs and Diet Network. We modeled the percentage of methylation at individual CpGs as a function of fasting very-low-density lipoprotein cholesterol and triglycerides (TGs) by using mixed linear regression adjusted for age, sex, study site, cell purity, and family structure. Four CpGs (cg00574958, cg17058475, cg01082498, and cg09737197) in intron 1 of carnitine palmitoyltransferase 1A (CPT1A) were strongly associated with very-low low-density lipoprotein cholesterol (P=1.8×10(-21) to 1.6×10(-8)) and TG (P=1.6×10(-26) to 1.5×10(-9)). Array findings were validated by bisulfite sequencing. We performed quantitative polymerase chain reaction experiments demonstrating that methylation of the top CpG (cg00574958) was correlated with CPT1A expression. The association of cg00574958 with TG and CPT1A expression were replicated in the Framingham Heart Study (P=4.1×10(-14) and 3.1×10(-13), respectively). DNA methylation at CPT1A cg00574958 explained 11.6% and 5.5% of the variation in TG in the discovery and replication cohorts, respectively. This genome-wide epigenomic study identified CPT1A methylation as strongly and robustly associated with fasting very-low low-density lipoprotein cholesterol and TG. Identifying novel epigenetic contributions to lipid traits may inform future efforts to identify new treatment targets and biomarkers of disease risk. © 2014 American Heart Association, Inc.
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                Author and article information

                Contributors
                Journal
                J Clin Endocrinol Metab
                J Clin Endocrinol Metab
                jcem
                The Journal of Clinical Endocrinology and Metabolism
                Oxford University Press (US )
                0021-972X
                1945-7197
                December 2023
                16 May 2023
                16 May 2023
                : 108
                : 12
                : e1747-e1748
                Affiliations
                Division of Endocrinology, Metabolism and Diabetes, University of Colorado Anschutz Medical Campus , Aurora, CO 80045, USA
                Division of Endocrinology, Metabolism and Diabetes, University of Colorado Anschutz Medical Campus , Aurora, CO 80045, USA
                Author notes
                Correspondence: Robert H. Eckel, MD, Department of Medicine, Division of Endocrinology, Metabolism and Diabetes, University of Colorado Anschutz Medical Campus, 12801 E 17th Ave., Aurora, CO 80045, USA. Email: Robert.eckel@ 123456cuanschutz.edu .
                Author information
                https://orcid.org/0000-0001-6420-0595
                Article
                dgad274
                10.1210/clinem/dgad274
                10655505
                37191137
                3883cfb8-61cf-4809-84b2-ace1a43876f3
                © The Author(s) 2023. Published by Oxford University Press on behalf of the Endocrine Society.

                This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs licence ( https://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial reproduction and distribution of the work, in any medium, provided the original work is not altered or transformed in any way, and that the work is properly cited. For commercial re-use, please contact journals.permissions@oup.com

                History
                : 17 March 2023
                : 11 May 2023
                : 26 May 2023
                Page count
                Pages: 2
                Categories
                Commentary
                AcademicSubjects/MED00250

                Endocrinology & Diabetes
                dna methylation,cpt1a,low-fat diets,lipoproteins,triglycerides,weight-loss
                Endocrinology & Diabetes
                dna methylation, cpt1a, low-fat diets, lipoproteins, triglycerides, weight-loss

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