762 results on '"epigenome-wide association study"'
Search Results
2. Epigenetic signatures of social anxiety, panic disorders and stress experiences: Insights from genome-wide DNA methylation risk scores
- Author
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Ohi, Kazutaka, Fujikane, Daisuke, Takai, Kentaro, Kuramitsu, Ayumi, Muto, Yukimasa, Sugiyama, Shunsuke, and Shioiri, Toshiki
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- 2024
- Full Text
- View/download PDF
3. Binding of PtoRAP2.12 to demethylated and accessible chromatin regions in the PtoGntK promoter stimulates growth of poplar.
- Author
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He, Yuling, Zhou, Jiaxuan, Lv, Chenfei, Zhang, Jinhan, Zhong, Leishi, Zhang, Donghai, Li, Peng, Xiao, Liang, Quan, Mingyang, Wang, Dan, Zhang, Deqiang, and Du, Qingzhang
- Subjects
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LOCUS (Genetics) , *DNA methylation , *REGULATOR genes , *GENETIC regulation , *REGULATION of growth , *EPIGENOMICS - Abstract
Summary: DNA methylation is an essential epigenetic modification for gene regulation in plant growth and development. However, the precise mechanisms of DNA methylation remain poorly understood, especially in woody plants.We employed whole‐genome bisulfite sequencing (WGBS), assays for transposase‐accessible chromatin using sequencing (ATAC‐seq), and RNA‐Seq to investigate epigenetic regulatory relationships in Populus tomentosa treated with DNA methylation inhibitor 5‐azacitidine. Expression‐quantitative trait methylation analysis (eQTM), epigenome‐wide association study (EWAS), and joint linkage‐linkage disequilibrium mapping were used to explore the epigenetic regulatory genes, and using CRISPR/Cas9 to identify the role of candidate genes.Plant developmental abnormalities occurred when DNA methylation levels were substantially reduced. DNA methylation regulated 112 expressed genes via chromatin accessibility, of which 61 genes were significantly influenced by DNA methylation variation at the population level. One DNA methylation‐regulated gene, PtoGntK, was located in a major quantitative trait locus (QTL) for poplar growth. Overexpression and CRISPR/Cas9 of PtoGntK revealed it affected poplar height and stem diameter. The PtoRAP2.12 was found to bind to the demethylated accessible region in the PtoGntK promoter, thereby promoting growth in poplar.This study identified key genes with epigenetic regulation for plant growth and provides insights into epigenetic regulation mechanisms in woody plants. [ABSTRACT FROM AUTHOR]
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- 2025
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- View/download PDF
4. Direction-aware functional class scoring enrichment analysis of infinium DNA methylation data.
- Author
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Ziemann, Mark, Abeysooriya, Mandhri, Bora, Anusuiya, Lamon, Séverine, Kasu, Mary Sravya, Norris, Mitchell W., Wong, Yen Ting, and Craig, Jeffrey M.
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GENE expression ,DNA methylation ,DNA analysis ,BIOLOGICAL systems ,AGE - Abstract
Infinium Methylation BeadChip arrays remain one of the most popular platforms for epigenome-wide association studies, but tools for downstream pathway analysis have their limitations. Functional class scoring (FCS) is a group of pathway enrichment techniques that involve the ranking of genes and evaluation of their collective regulation in biological systems, but the implementations described for Infinium methylation array data do not retain direction information, which is important for mechanistic understanding of genomic regulation. Here, we evaluate several candidate FCS methods that retain directional information. According to simulation results, the best-performing method involves the mean aggregation of probe limma t-statistics by gene followed by a rank-ANOVA enrichment test using the mitch package. This method, which we call 'LAM,' outperformed an existing over-representation analysis method in simulations, and showed higher sensitivity and robustness in an analysis of real lung tumour-normal paired datasets. Using matched RNA-seq data, we examine the relationship of methylation differences at promoters and gene bodies with RNA expression at the level of pathways in lung cancer. To demonstrate the utility of our approach, we apply it to three other contexts where public data were available. First, we examine the differential pathway methylation associated with chronological age. Second, we investigate pathway methylation differences in infants conceived with in vitro fertilization. Lastly, we analyse differential pathway methylation in 19 disease states, identifying hundreds of novel associations. These results show LAM is a powerful method for the detection of differential pathway methylation complementing existing methods. A reproducible vignette is provided to illustrate how to implement this method. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
5. Epigenome-wide association study of long-term psychosocial stress in older adults.
- Author
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Opsasnick, Lauren A., Zhao, Wei, Schmitz, Lauren L., Ratliff, Scott M., Faul, Jessica D., Zhou, Xiang, Needham, Belinda L., and Smith, Jennifer A.
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HEALTH behavior ,BEHAVIORAL assessment ,DNA methylation ,BODY mass index ,OLDER people - Abstract
Long-term psychosocial stress is strongly associated with negative physical and mental health outcomes, as well as adverse health behaviours; however, little is known about the role that stress plays on the epigenome. One proposed mechanism by which stress affects DNA methylation is through health behaviours. We conducted an epigenome-wide association study (EWAS) of cumulative psychosocial stress (n = 2,689) from the Health and Retirement Study (mean age = 70.4 years), assessing DNA methylation (Illumina Infinium HumanMethylationEPIC Beadchip) at 789,656 CpG sites. For identified CpG sites, we conducted a formal mediation analysis to examine whether smoking, alcohol use, physical activity, and body mass index (BMI) mediate the relationship between stress and DNA methylation. Nine CpG sites were associated with psychosocial stress (all p < 9E–07; FDR q < 0.10). Additionally, health behaviours and/or BMI mediated 9.4% to 21.8% of the relationship between stress and methylation at eight of the nine CpGs. Several of the identified CpGs were in or near genes associated with cardiometabolic traits, psychosocial disorders, inflammation, and smoking. These findings support our hypothesis that psychosocial stress is associated with DNA methylation across the epigenome. Furthermore, specific health behaviours mediate only a modest percentage of this relationship, providing evidence that other mechanisms may link stress and DNA methylation. [ABSTRACT FROM AUTHOR]
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- 2024
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6. DNA methylation changes in association with trauma-focused psychotherapy efficacy in treatment-resistant depression patients: a prospective longitudinal study
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Rosana Carvalho Silva, Paolo Martini, Christa Hohoff, Stefania Mattevi, Marco Bortolomasi, Valentina Menesello, Massimo Gennarelli, Bernhard T. Baune, and Alessandra Minelli
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Treatment-resistant depression ,methylomic ,epigenome-wide association study ,trauma-focused psychotherapy ,EMDR ,TRD ,Depresión resistente al tratamiento ,metilómico ,estudio de asociación de amplio-epigenoma ,psicoterapia centrada en trauma ,Psychiatry ,RC435-571 - Abstract
ABSTRACTBackground: Stressful events increase the risk for treatment-resistant depression (TRD), and trauma-focused psychotherapy can be useful for TRD patients exposed to early life stress (ELS). Epigenetic processes are known to be related to depression and ELS, but there is no evidence of the effects of trauma-focused psychotherapy on methylation alterations.Objective: We performed the first epigenome-wide association study to investigate methylation changes related to trauma-focused psychotherapies effects in TRD patients.Method: Thirty TRD patients assessed for ELS underwent trauma-focused psychotherapy, of those, 12 received trauma-focused cognitive behavioural therapy, and 18 Eye Movement Desensitization and Reprocessing (EMDR). DNA methylation was profiled with Illumina Infinium EPIC array at T0 (baseline), after 8 weeks (T8, end of psychotherapy) and after 12 weeks (T12 – follow-up). We examined differentially methylated CpG sites and regions, as well as pathways analysis in association with the treatment.Results: Main results obtained have shown 110 differentially methylated regions (DMRs) with a significant adjusted p-value area associated with the effects of trauma-focused psychotherapies in the entire cohort. Several annotated genes are related to inflammatory processes and psychiatric disorders, such as LTA, GFI1, ARID5B, TNFSF13, and LST1. Gene enrichment analyses revealed statistically significant processes related to tumour necrosis factor (TNF) receptor and TNF signalling pathway. Stratified analyses by type of trauma-focused psychotherapy showed statistically significant adjusted p-value area in 141 DMRs only for the group of patients receiving EMDR, with annotated genes related to inflammation and psychiatric disorders, including LTA, GFI1, and S100A8. Gene set enrichment analyses in the EMDR group indicated biological processes related to inflammatory response, particularly the TNF signalling pathway.Conclusion: We provide preliminary valuable insights into global DNA methylation changes associated with trauma-focused psychotherapies effects, in particular with EMDR treatment.
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- 2024
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7. Epigenome-wide association study of long-term psychosocial stress in older adults
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Lauren A. Opsasnick, Wei Zhao, Lauren L. Schmitz, Scott M. Ratliff, Jessica D. Faul, Xiang Zhou, Belinda L. Needham, and Jennifer A. Smith
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Social epigenomics ,psychosocial stress ,epigenome-wide association study ,DNA methylation ,mediation analysis ,health behaviours ,Genetics ,QH426-470 - Abstract
Long-term psychosocial stress is strongly associated with negative physical and mental health outcomes, as well as adverse health behaviours; however, little is known about the role that stress plays on the epigenome. One proposed mechanism by which stress affects DNA methylation is through health behaviours. We conducted an epigenome-wide association study (EWAS) of cumulative psychosocial stress (n = 2,689) from the Health and Retirement Study (mean age = 70.4 years), assessing DNA methylation (Illumina Infinium HumanMethylationEPIC Beadchip) at 789,656 CpG sites. For identified CpG sites, we conducted a formal mediation analysis to examine whether smoking, alcohol use, physical activity, and body mass index (BMI) mediate the relationship between stress and DNA methylation. Nine CpG sites were associated with psychosocial stress (all p
- Published
- 2024
- Full Text
- View/download PDF
8. Direction-aware functional class scoring enrichment analysis of infinium DNA methylation data
- Author
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Mark Ziemann, Mandhri Abeysooriya, Anusuiya Bora, Séverine Lamon, Mary Sravya Kasu, Mitchell W. Norris, Yen Ting Wong, and Jeffrey M. Craig
- Subjects
Pathway analysis ,functional enrichment analysis ,Infinium Array ,DNA methylation ,epigenetics ,epigenome-wide association study ,Genetics ,QH426-470 - Abstract
Infinium Methylation BeadChip arrays remain one of the most popular platforms for epigenome-wide association studies, but tools for downstream pathway analysis have their limitations. Functional class scoring (FCS) is a group of pathway enrichment techniques that involve the ranking of genes and evaluation of their collective regulation in biological systems, but the implementations described for Infinium methylation array data do not retain direction information, which is important for mechanistic understanding of genomic regulation. Here, we evaluate several candidate FCS methods that retain directional information. According to simulation results, the best-performing method involves the mean aggregation of probe limma t-statistics by gene followed by a rank-ANOVA enrichment test using the mitch package. This method, which we call ‘LAM,’ outperformed an existing over-representation analysis method in simulations, and showed higher sensitivity and robustness in an analysis of real lung tumour-normal paired datasets. Using matched RNA-seq data, we examine the relationship of methylation differences at promoters and gene bodies with RNA expression at the level of pathways in lung cancer. To demonstrate the utility of our approach, we apply it to three other contexts where public data were available. First, we examine the differential pathway methylation associated with chronological age. Second, we investigate pathway methylation differences in infants conceived with in vitro fertilization. Lastly, we analyse differential pathway methylation in 19 disease states, identifying hundreds of novel associations. These results show LAM is a powerful method for the detection of differential pathway methylation complementing existing methods. A reproducible vignette is provided to illustrate how to implement this method.
- Published
- 2024
- Full Text
- View/download PDF
9. The impact of a polyphenol-rich supplement on epigenetic and cellular markers of immune age: a pilot clinical study
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Austin Perlmutter, Jeffrey S. Bland, Arti Chandra, Sonia S. Malani, Ryan Smith, Tavis L. Mendez, and Varun B. Dwaraka
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diet and nutrition ,epigenetic clocks ,aging ,immunity ,polyphenols ,epigenome-wide association study ,Nutrition. Foods and food supply ,TX341-641 - Abstract
Age-related alterations in immune function are believed to increase risk for a host of age-related diseases leading to premature death and disability. Programming of the immune system by diet, lifestyle, and environmental factors occurs across the lifespan and influences both makeup and function of the immune system, including immunometabolism. This programming is believed to act in large part through epigenetic modification. Among dietary components that affect this process, polyphenols may play an outsized role. Polyphenols are a widely distributed group of plant nutrients consumed by humans. Certain foods possess distinctive and relatively higher levels of these compounds. One such food is Tartary buckwheat (fagopyrum tataricum), an ancient seed historically prized for its health benefits. It is suggested that the specific composition of polyphenols found in foods like Tartary buckwheat may lead to a unique impact on immunometabolic physiological pathways that could be interrogated through epigenetic analyses. The objective of this study was to investigate the epigenetic effects on peripheral immune cells in healthy individuals of a standardized polyphenol concentrate based on naturally occurring nutrients in Tartary buckwheat. This pilot clinical trial tested the effects of consuming 90 days of this concentrate in 50 healthy male (40%) and female (60%) participants aged 18–85 years using epigenetic age clocks and deconvolution methods. Analysis revealed significant intervention-related changes in multiple epigenetic age clocks and immune markers as well as population-wide alterations in gene ontology (GO) pathways related to longevity and immunity. This study provides previously unidentified insights into the immune, longevity and epigenetic effects of consumption of polyphenol-rich plants and generates additional support for health interventions built around historically consumed plants like Tartary buckwheat while offering compelling opportunities for additional research.Clinical trial registrationClinicalTrials.gov, Identifier: NCT05234203.
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- 2024
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- View/download PDF
10. DNA methylation analysis is used to identify novel genetic loci associated with circulating fibrinogen levels in blood.
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Hahn, Julie, Bressler, Jan, Domingo-Relloso, Arce, Chen, Ming-Huei, McCartney, Daniel, Teumer, Alexander, van Dongen, Jenny, Kleber, Marcus, Aïssi, Dylan, Swenson, Brenton, Yao, Jie, Zhao, Wei, Huang, Jian, Xia, Yujing, Brown, Michael, Costeira, Ricardo, de Geus, Eco, Delgado, Graciela, Dobson, DreVon, Elliott, Paul, Grabe, Hans, Guo, Xiuqing, Harris, Sarah, Huffman, Jennifer, Kardia, Sharon, Liu, Yongmei, Lorkowski, Stefan, Marioni, Riccardo, Nauck, Matthias, Ratliff, Scott, Sabater-Lleal, Maria, Spector, Tim, Suchon, Pierre, Taylor, Kent, Thibord, Florian, Trégouët, David-Alexandre, Wiggins, Kerri, Willemsen, Gonneke, Bell, Jordana, Boomsma, Dorret, Cole, Shelley, Cox, Simon, Dehghan, Abbas, Greinacher, Andreas, Haack, Karin, März, Winfried, Morange, Pierre-Emmanuel, Rotter, Jerome, Sotoodehnia, Nona, Tellez-Plaza, Maria, Navas-Acien, Ana, Smith, Jennifer, Johnson, Andrew, Fornage, Myriam, Smith, Nicholas, Wolberg, Alisa, Morrison, Alanna, and de Vries, Paul
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DNA methylation ,Mendelian randomization ,epigenome-wide association study ,fibrinogen ,inflammation ,Humans ,DNA Methylation ,Epigenesis ,Genetic ,Genome-Wide Association Study ,Genetic Loci ,Inflammation ,Fibrinogen ,CpG Islands - Abstract
BACKGROUND: Fibrinogen plays an essential role in blood coagulation and inflammation. Circulating fibrinogen levels may be determined based on interindividual differences in DNA methylation at cytosine-phosphate-guanine (CpG) sites and vice versa. OBJECTIVES: To perform an EWAS to examine an association between blood DNA methylation levels and circulating fibrinogen levels to better understand its biological and pathophysiological actions. METHODS: We performed an epigenome-wide association study of circulating fibrinogen levels in 18 037 White, Black, American Indian, and Hispanic participants, representing 14 studies from the Cohorts for Heart and Aging Research in Genomic Epidemiology consortium. Circulating leukocyte DNA methylation was measured using the Illumina 450K array in 12 904 participants and using the EPIC array in 5133 participants. In each study, an epigenome-wide association study of fibrinogen was performed using linear mixed models adjusted for potential confounders. Study-specific results were combined using array-specific meta-analysis, followed by cross-replication of epigenome-wide significant associations. We compared models with and without CRP adjustment to examine the role of inflammation. RESULTS: We identified 208 and 87 significant CpG sites associated with fibrinogen levels from the 450K (p < 1.03 × 10-7) and EPIC arrays (p < 5.78 × 10-8), respectively. There were 78 associations from the 450K array that replicated in the EPIC array and 26 vice versa. After accounting for overlapping sites, there were 83 replicated CpG sites located in 61 loci, of which only 4 have been previously reported for fibrinogen. The examples of genes located near these CpG sites were SOCS3 and AIM2, which are involved in inflammatory pathways. The associations of all 83 replicated CpG sites were attenuated after CRP adjustment, although many remained significant. CONCLUSION: We identified 83 CpG sites associated with circulating fibrinogen levels. These associations are partially driven by inflammatory pathways shared by both fibrinogen and CRP.
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- 2023
11. A methylation panel of 10 CpGs for accurate age inference via stepwise conditional epigenome-wide association study
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Qian, Yu, Peng, Qianqian, Qian, Qili, Gao, Xingjian, Liu, Xinxuan, Li, Yi, Fan, Xiu, Cheng, Yuan, Yuan, Na, Hadi, Sibte, Jin, Li, Wang, Sijia, and Liu, Fan
- Published
- 2024
- Full Text
- View/download PDF
12. Unraveling epigenomic signatures and effectiveness of electroconvulsive therapy in treatment-resistant depression patients: a prospective longitudinal study
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Rosana Carvalho Silva, Paolo Martini, Christa Hohoff, Stefania Mattevi, Marco Bortolomasi, Maria Abate, Valentina Menesello, Massimo Gennarelli, Bernhard T. Baune, and Alessandra Minelli
- Subjects
Treatment-resistant depression ,TRD ,Methylome ,Epigenome-wide association study ,Epigenetic mechanisms ,Electroconvulsive therapy ,Medicine ,Genetics ,QH426-470 - Abstract
Abstract Background Electroconvulsive therapy (ECT) benefits patients with treatment-resistant depression (TRD), but the underlying biological processes are unclear. We conducted an epigenome-wide association study in 32 TRD patients undergoing ECT to depict ECT-associated methylation changes. Illness severity and ECT outcomes were assessed with the Montgomery–Åsberg Depression Rating Scale at baseline (T0) and 1 month after its end (T1). Methylation was profiled at T0 and T1 with the Illumina Infinium Methylation EPIC BeadChip array. Results Longitudinal T0–T1 analyses showed 3 differentially methylated probes (DMPs) with nominal p values ≤ 10−5, with 2 annotated in the genes CYB5B and PVRL4. Including covariates, we found 4 DMPs for symptoms variation, annotated in FAM20C, EPB41, OTUB1 and ADARB1, and 3 DMPs for response status, with 2 annotated in IQCE and FAM20C. Regional analysis revealed 54 differentially methylated regions (DMRs) with nominal p value area ≤ 0.05, with 9 presenting adjusted p-value area ≤ 0.10, annotated in MCF2L, SLC25A24, RUNX3, MIR637, FOXK2, FAM180B, POU6F1, ALS2CL and CCRL2. Considering covariates, we found 21 DMRs for symptoms variation and 26 DMRs for response (nominal p value area ≤ 0.05), with 4 presenting adjusted p-value area ≤ 0.10 for response, annotated in SNORD34, NLRP6, GALNT2 and SFT2D3. None remained significant after false discovery rate correction. Notably, ADARB1 variants are associated with suicide attempt in patients with psychiatric disorders, and SLC25A24 relates to conduct disorder. Several DMPs and DMRs are annotated in genes associated with inflammatory/immune processes. Longitudinal analyses on females (n = 22) revealed statistically significant DMRs (adjusted p value area ≤ 0.05) and trend-significant DMRs (adjusted p value area ≤ 0.07) for symptoms variation and response status, annotated in genes related to psychiatric disorders (ZFP57, POLD4, TRIM10, GAS7, ADORA2A, TOLLIP), trauma exposure (RIPOR2) and inflammatory/immune responses (LAT, DLX4, POLD4, FAM30A, H19). Pathway analysis on females revealed enrichment for transcriptional activity, growth factors, DNA maintenance, and immune pathways including IRF7 and IRF2. Conclusion Although no significant results were found for the whole cohort, the study provides insights into ECT-associated methylation changes, highlighting DMPs and DMRs related to ECT outcomes. Analyses on females revealed significant DMRs and pathways related to psychiatric disorders and inflammatory/immune processes.
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- 2024
- Full Text
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13. Unveiling the epigenetic impact of vegan vs. omnivorous diets on aging: insights from the Twins Nutrition Study (TwiNS)
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Varun B. Dwaraka, Lucia Aronica, Natalia Carreras-Gallo, Jennifer L. Robinson, Tayler Hennings, Matthew M. Carter, Michael J. Corley, Aaron Lin, Logan Turner, Ryan Smith, Tavis L. Mendez, Hannah Went, Emily R. Ebel, Erica D. Sonnenburg, Justin L. Sonnenburg, and Christopher D. Gardner
- Subjects
Diet and Nutrition ,Epigenetic clocks ,Aging ,Epigenome-wide association study ,Vegan ,Omnivore ,Medicine - Abstract
Abstract Background Geroscience focuses on interventions to mitigate molecular changes associated with aging. Lifestyle modifications, medications, and social factors influence the aging process, yet the complex molecular mechanisms require an in-depth exploration of the epigenetic landscape. The specific epigenetic clock and predictor effects of a vegan diet, compared to an omnivorous diet, remain underexplored despite potential impacts on aging-related outcomes. Methods This study examined the impact of an entirely plant-based or healthy omnivorous diet over 8 weeks on blood DNA methylation in paired twins. Various measures of epigenetic age acceleration (PC GrimAge, PC PhenoAge, DunedinPACE) were assessed, along with system-specific effects (Inflammation, Heart, Hormone, Liver, and Metabolic). Methylation surrogates of clinical, metabolite, and protein markers were analyzed to observe diet-specific shifts. Results Distinct responses were observed, with the vegan cohort exhibiting significant decreases in overall epigenetic age acceleration, aligning with anti-aging effects of plant-based diets. Diet-specific shifts were noted in the analysis of methylation surrogates, demonstrating the influence of diet on complex trait prediction through DNA methylation markers. An epigenome-wide analysis revealed differentially methylated loci specific to each diet, providing insights into the affected pathways. Conclusions This study suggests that a short-term vegan diet is associated with epigenetic age benefits and reduced calorie intake. The use of epigenetic biomarker proxies (EBPs) highlights their potential for assessing dietary impacts and facilitating personalized nutrition strategies for healthy aging. Future research should explore the long-term effects of vegan diets on epigenetic health and overall well-being, considering the importance of proper nutrient supplementation. Trial registration Clinicaltrials.gov identifier: NCT05297825
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- 2024
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14. Epigenetic and integrative cross-omics analyses of cerebral white matter hyperintensities on MRI
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Yang, Yunju, Knol, Maria J, Wang, Ruiqi, Mishra, Aniket, Liu, Dan, Luciano, Michelle, Teumer, Alexander, Armstrong, Nicola, Bis, Joshua C, Jhun, Min A, Li, Shuo, Adams, Hieab HH, Aziz, Nasir Ahmad, Bastin, Mark E, Bourgey, Mathieu, Brody, Jennifer A, Frenzel, Stefan, Gottesman, Rebecca F, Hosten, Norbert, Hou, Lifang, Kardia, Sharon LR, Lohner, Valerie, Marquis, Pascale, Maniega, Susana Muñoz, Satizabal, Claudia L, Sorond, Farzaneh A, Valdés Hernández, Maria C, van Duijn, Cornelia M, Vernooij, Meike W, Wittfeld, Katharina, Yang, Qiong, Zhao, Wei, Boerwinkle, Eric, Levy, Daniel, Deary, Ian J, Jiang, Jiyang, Mather, Karen A, Mosley, Thomas H, Psaty, Bruce M, Sachdev, Perminder S, Smith, Jennifer A, Sotoodehnia, Nona, DeCarli, Charles S, Breteler, Monique MB, Ikram, M Arfan, Grabe, Hans J, Wardlaw, Joanna, Longstreth, WT, Launer, Lenore J, Seshadri, Sudha, Debette, Stephanie, and Fornage, Myriam
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Health Sciences ,Neurodegenerative ,Aging ,Acquired Cognitive Impairment ,Alzheimer's Disease Related Dementias (ADRD) ,Human Genome ,Cerebrovascular ,Neurosciences ,Brain Disorders ,Clinical Research ,Genetics ,Vascular Cognitive Impairment/Dementia ,Alzheimer's Disease including Alzheimer's Disease Related Dementias (AD/ADRD) ,Dementia ,2.1 Biological and endogenous factors ,Middle Aged ,Humans ,Aged ,White Matter ,Genome-Wide Association Study ,Brain ,DNA Methylation ,Magnetic Resonance Imaging ,Epigenesis ,Genetic ,Protein-Arginine N-Methyltransferases ,Repressor Proteins ,epigenome-wide association study ,white matter hyperintensities ,cerebral small vessel disease ,integrative cross-omics analysis ,blood-brain barrier dysfunction ,blood–brain barrier dysfunction ,Medical and Health Sciences ,Psychology and Cognitive Sciences ,Neurology & Neurosurgery ,Biomedical and clinical sciences ,Health sciences ,Psychology - Abstract
Cerebral white matter hyperintensities on MRI are markers of cerebral small vessel disease, a major risk factor for dementia and stroke. Despite the successful identification of multiple genetic variants associated with this highly heritable condition, its genetic architecture remains incompletely understood. More specifically, the role of DNA methylation has received little attention. We investigated the association between white matter hyperintensity burden and DNA methylation in blood at ∼450 000 cytosine-phosphate-guanine (CpG) sites in 9732 middle-aged to older adults from 14 community-based studies. Single CpG and region-based association analyses were carried out. Functional annotation and integrative cross-omics analyses were performed to identify novel genes underlying the relationship between DNA methylation and white matter hyperintensities. We identified 12 single CpG and 46 region-based DNA methylation associations with white matter hyperintensity burden. Our top discovery single CpG, cg24202936 (P = 7.6 × 10-8), was associated with F2 expression in blood (P = 6.4 × 10-5) and co-localized with FOLH1 expression in brain (posterior probability = 0.75). Our top differentially methylated regions were in PRMT1 and in CCDC144NL-AS1, which were also represented in single CpG associations (cg17417856 and cg06809326, respectively). Through Mendelian randomization analyses cg06809326 was putatively associated with white matter hyperintensity burden (P = 0.03) and expression of CCDC144NL-AS1 possibly mediated this association. Differentially methylated region analysis, joint epigenetic association analysis and multi-omics co-localization analysis consistently identified a role of DNA methylation near SH3PXD2A, a locus previously identified in genome-wide association studies of white matter hyperintensities. Gene set enrichment analyses revealed functions of the identified DNA methylation loci in the blood-brain barrier and in the immune response. Integrative cross-omics analysis identified 19 key regulatory genes in two networks related to extracellular matrix organization, and lipid and lipoprotein metabolism. A drug-repositioning analysis indicated antihyperlipidaemic agents, more specifically peroxisome proliferator-activated receptor-alpha, as possible target drugs for white matter hyperintensities. Our epigenome-wide association study and integrative cross-omics analyses implicate novel genes influencing white matter hyperintensity burden, which converged on pathways related to the immune response and to a compromised blood-brain barrier possibly due to disrupted cell-cell and cell-extracellular matrix interactions. The results also suggest that antihyperlipidaemic therapy may contribute to lowering risk for white matter hyperintensities possibly through protection against blood-brain barrier disruption.
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- 2023
15. Epigenome-wide meta-analysis of BMI in nine cohorts: Examining the utility of epigenetically predicted BMI.
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Do, Whitney, Sun, Dianjianyi, Meeks, Karlijn, Dugué, Pierre-Antoine, Demerath, Ellen, Guan, Weihua, Li, Shengxu, Chen, Wei, Milne, Roger, Adeyemo, Abedowale, Agyemang, Charles, Nassir, Rami, Manson, JoAnn, Hou, Lifang, Horvath, Steve, Assimes, Themistocles, Bhatti, Parveen, Jordahl, Kristina, Baccarelli, Andrea, Smith, Alicia, Staimez, Lisa, Stein, Aryeh, Whitsel, Eric, Narayan, K, Conneely, Karen, and Shadyab, Aladdin
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BMI ,DNA methylation ,adiposity ,epigenome-wide association study ,epigenomics ,metabolic disease ,obesity ,prediction ,Humans ,Female ,Body Mass Index ,Epigenome ,Epigenesis ,Genetic ,Obesity ,Cholesterol ,HDL ,Genome-Wide Association Study ,DNA Methylation ,Epigenomics ,Triglycerides ,CpG Islands - Abstract
This study sought to examine the association between DNA methylation and body mass index (BMI) and the potential of BMI-associated cytosine-phosphate-guanine (CpG) sites to provide information about metabolic health. We pooled summary statistics from six trans-ethnic epigenome-wide association studies (EWASs) of BMI representing nine cohorts (n = 17,034), replicated these findings in the Womens Health Initiative (WHI, n = 4,822), and developed an epigenetic prediction score of BMI. In the pooled EWASs, 1,265 CpG sites were associated with BMI (p
- Published
- 2023
16. Unveiling the epigenetic impact of vegan vs. omnivorous diets on aging: insights from the Twins Nutrition Study (TwiNS).
- Author
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Dwaraka, Varun B., Aronica, Lucia, Carreras-Gallo, Natalia, Robinson, Jennifer L., Hennings, Tayler, Carter, Matthew M., Corley, Michael J., Lin, Aaron, Turner, Logan, Smith, Ryan, Mendez, Tavis L., Went, Hannah, Ebel, Emily R., Sonnenburg, Erica D., Sonnenburg, Justin L., and Gardner, Christopher D.
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VEGANISM ,EPIGENETICS ,TWIN studies ,DIET ,DNA methylation - Abstract
Background : Geroscience focuses on interventions to mitigate molecular changes associated with aging. Lifestyle modifications, medications, and social factors influence the aging process, yet the complex molecular mechanisms require an in-depth exploration of the epigenetic landscape. The specific epigenetic clock and predictor effects of a vegan diet, compared to an omnivorous diet, remain underexplored despite potential impacts on aging-related outcomes. Methods: This study examined the impact of an entirely plant-based or healthy omnivorous diet over 8 weeks on blood DNA methylation in paired twins. Various measures of epigenetic age acceleration (PC GrimAge, PC PhenoAge, DunedinPACE) were assessed, along with system-specific effects (Inflammation, Heart, Hormone, Liver, and Metabolic). Methylation surrogates of clinical, metabolite, and protein markers were analyzed to observe diet-specific shifts. Results: Distinct responses were observed, with the vegan cohort exhibiting significant decreases in overall epigenetic age acceleration, aligning with anti-aging effects of plant-based diets. Diet-specific shifts were noted in the analysis of methylation surrogates, demonstrating the influence of diet on complex trait prediction through DNA methylation markers. An epigenome-wide analysis revealed differentially methylated loci specific to each diet, providing insights into the affected pathways. Conclusions: This study suggests that a short-term vegan diet is associated with epigenetic age benefits and reduced calorie intake. The use of epigenetic biomarker proxies (EBPs) highlights their potential for assessing dietary impacts and facilitating personalized nutrition strategies for healthy aging. Future research should explore the long-term effects of vegan diets on epigenetic health and overall well-being, considering the importance of proper nutrient supplementation. Trial registration: Clinicaltrials.gov identifier: NCT05297825 [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
17. Epigenetic link between Agent Orange exposure and type 2 diabetes in Korean veterans.
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Sujin Seo, Ye An Kim, Young Lee, Young Jin Kim, Bong-Jo Kim, Jae Hoon An, Heejin Jin, Ah Ra Do, Kyungtaek Park, Sungho Won, and Je Hyun Seo
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TYPE 2 diabetes ,LOCUS (Genetics) ,DNA methylation ,EPIGENETICS ,DNA analysis - Abstract
Conflicting findings have been reported regarding the association between Agent Orange (AO) exposure and type 2 diabetes. This study aimed to examine whether AO exposure is associated with the development of type 2 diabetes and to verify the causal relationship between AO exposure and type 2 diabetes by combining DNA methylation with DNA genotype analyses. An epigenome-wide association study and DNA genotype analyses of the blood of AO-exposed and AO-unexposed individuals with type 2 diabetes and that of healthy controls were performed. Methylation quantitative trait locus and Mendelian randomisation analyses were performed to evaluate the causal effect of AO-exposure-identified CpGs on type 2 diabetes. AO-exposed individuals with type 2 diabetes were associated with six hypermethylated CpG sites (cg20075319, cg21757266, cg05203217, cg20102280, cg26081717, and cg21878650) and one hypomethylated CpG site (cg07553761). Methylation quantitative trait locus analysis showed the methylation levels of some CpG sites (cg20075319, cg20102280, and cg26081717) to be significantly different. Mendelian randomisation analysis showed that CpG sites that were differentially methylated in AO-exposed individuals were causally associated with type 2 diabetes; the reverse causal effect was not significant. These findings reflect the need for further epigenetic studies on the causal relationship between AO exposure and type 2 diabetes. [ABSTRACT FROM AUTHOR]
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- 2024
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18. Unraveling epigenomic signatures and effectiveness of electroconvulsive therapy in treatment-resistant depression patients: a prospective longitudinal study.
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Carvalho Silva, Rosana, Martini, Paolo, Hohoff, Christa, Mattevi, Stefania, Bortolomasi, Marco, Abate, Maria, Menesello, Valentina, Gennarelli, Massimo, Baune, Bernhard T., and Minelli, Alessandra
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MENTAL depression ,PEOPLE with mental illness ,ELECTROCONVULSIVE therapy ,FALSE discovery rate ,MENTAL illness ,LONGITUDINAL method - Abstract
Background: Electroconvulsive therapy (ECT) benefits patients with treatment-resistant depression (TRD), but the underlying biological processes are unclear. We conducted an epigenome-wide association study in 32 TRD patients undergoing ECT to depict ECT-associated methylation changes. Illness severity and ECT outcomes were assessed with the Montgomery–Åsberg Depression Rating Scale at baseline (T0) and 1 month after its end (T1). Methylation was profiled at T0 and T1 with the Illumina Infinium Methylation EPIC BeadChip array. Results: Longitudinal T0–T1 analyses showed 3 differentially methylated probes (DMPs) with nominal p values ≤ 10
−5 , with 2 annotated in the genes CYB5B and PVRL4. Including covariates, we found 4 DMPs for symptoms variation, annotated in FAM20C, EPB41, OTUB1 and ADARB1, and 3 DMPs for response status, with 2 annotated in IQCE and FAM20C. Regional analysis revealed 54 differentially methylated regions (DMRs) with nominal p value area ≤ 0.05, with 9 presenting adjusted p-value area ≤ 0.10, annotated in MCF2L, SLC25A24, RUNX3, MIR637, FOXK2, FAM180B, POU6F1, ALS2CL and CCRL2. Considering covariates, we found 21 DMRs for symptoms variation and 26 DMRs for response (nominal p value area ≤ 0.05), with 4 presenting adjusted p-value area ≤ 0.10 for response, annotated in SNORD34, NLRP6, GALNT2 and SFT2D3. None remained significant after false discovery rate correction. Notably, ADARB1 variants are associated with suicide attempt in patients with psychiatric disorders, and SLC25A24 relates to conduct disorder. Several DMPs and DMRs are annotated in genes associated with inflammatory/immune processes. Longitudinal analyses on females (n = 22) revealed statistically significant DMRs (adjusted p value area ≤ 0.05) and trend-significant DMRs (adjusted p value area ≤ 0.07) for symptoms variation and response status, annotated in genes related to psychiatric disorders (ZFP57, POLD4, TRIM10, GAS7, ADORA2A, TOLLIP), trauma exposure (RIPOR2) and inflammatory/immune responses (LAT, DLX4, POLD4, FAM30A, H19). Pathway analysis on females revealed enrichment for transcriptional activity, growth factors, DNA maintenance, and immune pathways including IRF7 and IRF2. Conclusion: Although no significant results were found for the whole cohort, the study provides insights into ECT-associated methylation changes, highlighting DMPs and DMRs related to ECT outcomes. Analyses on females revealed significant DMRs and pathways related to psychiatric disorders and inflammatory/immune processes. [ABSTRACT FROM AUTHOR]- Published
- 2024
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19. Epigenomic signature of major congenital heart defects in newborns with Down syndrome
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Mouat, Julia S, Li, Shaobo, Myint, Swe Swe, Laufer, Benjamin I, Lupo, Philip J, Schraw, Jeremy M, Woodhouse, John P, de Smith, Adam J, and LaSalle, Janine M
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Biological Sciences ,Genetics ,Rare Diseases ,Congenital Structural Anomalies ,Congenital Heart Disease ,Prevention ,Intellectual and Developmental Disabilities (IDD) ,Pediatric ,Cardiovascular ,Heart Disease ,Human Genome ,Women's Health ,Brain Disorders ,Down Syndrome ,Humans ,Male ,Infant ,Newborn ,Female ,Epigenomics ,DNA Methylation ,Epigenesis ,Genetic ,Heart Defects ,Congenital ,CpG Islands ,Chromatin ,Down syndrome ,Congenital heart defect ,Newborn dried blood spot ,DNA methylation ,Whole-genome bisulfite sequencing ,Epigenetics ,Epigenome-wide association study ,Differentially methylated regions ,nRBC ,Hypomethylation ,Genetics & Heredity ,Biochemistry and cell biology - Abstract
BackgroundCongenital heart defects (CHDs) affect approximately half of individuals with Down syndrome (DS), but the molecular reasons for incomplete penetrance are unknown. Previous studies have largely focused on identifying genetic risk factors associated with CHDs in individuals with DS, but comprehensive studies of the contribution of epigenetic marks are lacking. We aimed to identify and characterize DNA methylation differences from newborn dried blood spots (NDBS) of DS individuals with major CHDs compared to DS individuals without CHDs.MethodsWe used the Illumina EPIC array and whole-genome bisulfite sequencing (WGBS) to quantitate DNA methylation for 86 NDBS samples from the California Biobank Program: (1) 45 DS-CHD (27 female, 18 male) and (2) 41 DS non-CHD (27 female, 14 male). We analyzed global CpG methylation and identified differentially methylated regions (DMRs) in DS-CHD versus DS non-CHD comparisons (both sex-combined and sex-stratified) corrected for sex, age of blood collection, and cell-type proportions. CHD DMRs were analyzed for enrichment in CpG and genic contexts, chromatin states, and histone modifications by genomic coordinates and for gene ontology enrichment by gene mapping. DMRs were also tested in a replication dataset and compared to methylation levels in DS versus typical development (TD) WGBS NDBS samples.ResultsWe found global CpG hypomethylation in DS-CHD males compared to DS non-CHD males, which was attributable to elevated levels of nucleated red blood cells and not seen in females. At a regional level, we identified 58, 341, and 3938 CHD-associated DMRs in the Sex Combined, Females Only, and Males Only groups, respectively, and used machine learning algorithms to select 19 Males Only loci that could distinguish CHD from non-CHD. DMRs in all comparisons were enriched for gene exons, CpG islands, and bivalent chromatin and mapped to genes enriched for terms related to cardiac and immune functions. Lastly, a greater percentage of CHD-associated DMRs than background regions were differentially methylated in DS versus TD samples.ConclusionsA sex-specific signature of DNA methylation was detected in NDBS of DS-CHD compared to DS non-CHD individuals. This supports the hypothesis that epigenetics can reflect the variability of phenotypes in DS, particularly CHDs.
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- 2023
20. Systemic interindividual epigenetic variation in humans is associated with transposable elements and under strong genetic control
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Gunasekara, Chathura J, MacKay, Harry, Scott, C Anthony, Li, Shaobo, Laritsky, Eleonora, Baker, Maria S, Grimm, Sandra L, Jun, Goo, Li, Yumei, Chen, Rui, Wiemels, Joseph L, Coarfa, Cristian, and Waterland, Robert A
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Biological Sciences ,Genetics ,Biotechnology ,Human Genome ,2.1 Biological and endogenous factors ,Aetiology ,Humans ,DNA Transposable Elements ,Gene Expression Regulation ,DNA Methylation ,Quantitative Trait Loci ,CpG Islands ,Epigenesis ,Genetic ,CoRSIV ,DNA methylation ,DOHaD ,Epigenetic epidemiology ,Epigenome-wide association study ,Environmental Sciences ,Information and Computing Sciences ,Bioinformatics - Abstract
BackgroundGenetic variants can modulate phenotypic outcomes via epigenetic intermediates, for example at methylation quantitative trait loci (mQTL). We present the first large-scale assessment of mQTL at human genomic regions selected for interindividual variation in CpG methylation, which we call correlated regions of systemic interindividual variation (CoRSIVs). These can be assayed in blood DNA and do not reflect interindividual variation in cellular composition.ResultsWe use target-capture bisulfite sequencing to assess DNA methylation at 4086 CoRSIVs in multiple tissues from each of 188 donors in the NIH Gene-Tissue Expression (GTEx) program. At CoRSIVs, DNA methylation in peripheral blood correlates with methylation and gene expression in internal organs. We also discover unprecedented mQTL at these regions. Genetic influences on CoRSIV methylation are extremely strong (median R2=0.76), cumulatively comprising over 70-fold more human mQTL than detected in the most powerful previous study. Moreover, mQTL beta coefficients at CoRSIVs are highly skewed (i.e., the major allele predicts higher methylation). Both surprising findings are independently validated in a cohort of 47 non-GTEx individuals. Genomic regions flanking CoRSIVs show long-range enrichments for LINE-1 and LTR transposable elements; the skewed beta coefficients may therefore reflect evolutionary selection of genetic variants that promote their methylation and silencing. Analyses of GWAS summary statistics show that mQTL polymorphisms at CoRSIVs are associated with metabolic and other classes of disease.ConclusionsA focus on systemic interindividual epigenetic variants, clearly enhanced in mQTL content, should likewise benefit studies attempting to link human epigenetic variation to the risk of disease.
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- 2023
21. Epigenome-wide association studies of occupational exposure to benzene and formaldehyde
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Phillips, Rachael V, Wei, Linqing, Cardenas, Andres, Hubbard, Alan E, McHale, Cliona M, Vermeulen, Roel, Wei, Hu, Smith, Martyn T, Zhang, Luoping, Lan, Qing, and Rothman, Nathaniel
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Biological Sciences ,Genetics ,Human Genome ,Clinical Research ,Prevention ,2.1 Biological and endogenous factors ,Humans ,Benzene ,DNA Methylation ,Epigenome ,Cross-Sectional Studies ,Occupational Exposure ,Formaldehyde ,Genome-Wide Association Study ,CpG Islands ,formaldehyde ,DNA methylation ,epigenome-wide association study ,epigenetics ,occupational exposure ,leukaemia ,human ,Biochemistry and Cell Biology ,Medical Biochemistry and Metabolomics ,Developmental Biology ,Biochemistry and cell biology - Abstract
Sufficient evidence supports a relationship between certain myeloid neoplasms and exposure to benzene or formaldehyde. DNA methylation could underlie benzene- and formaldehyde-induced health outcomes, but data in exposed human populations are limited. We conducted two cross-sectional epigenome-wide association studies (EWAS), one in workers exposed to benzene and another in workers exposed to formaldehyde. Using HumanMethylation450 BeadChips, we investigated differences in blood cell DNA methylation among 50 benzene-exposed subjects and 48 controls, and among 31 formaldehyde-exposed subjects and 40 controls. We performed CpG-level and regional-level analyses. In the benzene EWAS, we found genome-wide significant alterations, i.e., FWER-controlled P-values
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- 2022
22. Epigenome-wide association study of lung function in Latino children and youth with asthma
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Herrera-Luis, Esther, Li, Annie, Mak, Angel CY, Perez-Garcia, Javier, Elhawary, Jennifer R, Oh, Sam S, Hu, Donglei, Eng, Celeste, Keys, Kevin L, Huntsman, Scott, Beckman, Kenneth B, Borrell, Luisa N, Rodriguez-Santana, Jose, Burchard, Esteban G, and Pino-Yanes, Maria
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Biological Sciences ,Genetics ,Health Disparities ,Clinical Research ,Cancer ,Human Genome ,Cancer Genomics ,Asthma ,Lung ,Pediatric ,Minority Health ,Respiratory ,Good Health and Well Being ,Adolescent ,Adult ,Child ,DNA Methylation ,Epigenesis ,Genetic ,Epigenome ,Female ,Genetic Predisposition to Disease ,Genome-Wide Association Study ,Hispanic or Latino ,Humans ,Male ,United States ,Young Adult ,Lung function ,Latinos ,Hispanics ,Epigenome-wide association study ,Methylation ,Clinical Sciences ,Paediatrics and Reproductive Medicine - Abstract
IntroductionDNA methylation studies have associated methylation levels at different CpG sites or genomic regions with lung function. Moreover, genetic ancestry has been associated with lung function in Latinos. However, no epigenome-wide association study (EWAS) of lung function has been performed in this population. Here, we aimed to identify DNA methylation patterns associated with lung function in pediatric asthma among Latinos.ResultsWe conducted an EWAS in whole blood from 250 Puerto Rican and 148 Mexican American children and young adults with asthma. A total of five CpGs exceeded the genome-wide significance threshold of p = 1.17 × 10-7 in the combined analyses from Puerto Ricans and Mexican Americans: cg06035600 (MAP3K6, p = 6.13 × 10-8) showed significant association with pre-bronchodilator Tiffeneau-Pinelli index, the probes cg00914963 (TBC1D16, p = 1.04 × 10-7), cg16405908 (MRGPRE, p = 2.05 × 10-8), and cg07428101 (MUC2, p = 5.02 × 10-9) were associated with post-bronchodilator forced vital capacity (FVC), and cg20515679 (KCNJ6) with post-bronchodilator Tiffeneau-Pinelli index (p = 1.13 × 10-8). However, these markers did not show significant associations in publicly available data from Europeans (p > 0.05). A methylation quantitative trait loci analysis revealed that methylation levels at these CpG sites were regulated by genetic variation in Latinos and the Biobank-based Integrative Omics Studies (BIOS) consortium. Additionally, two differentially methylated regions in REXOC and AURKC were associated with pre-bronchodilator Tiffeneau-Pinelli index (adjusted p
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- 2022
23. Genome- and epigenome-wide association studies identify susceptibility of CpG sites and regions for metabolic syndrome in a Korean population
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Ho-Sun Lee, Boram Kim, and Taesung Park
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Metabolic syndrome ,Epigenome-wide association study ,Genome-wide association study ,TXNIP ,Medicine ,Genetics ,QH426-470 - Abstract
Abstract Background While multiple studies have investigated the relationship between metabolic syndrome (MetS) and its related traits (fasting glucose, triglyceride, HDL cholesterol, blood pressure, waist circumference) and DNA methylation, our understanding of the epigenetic mechanisms in MetS remains limited. Therefore, we performed an epigenome-wide meta-analysis of blood DNA methylation to identify differentially methylated probes (DMPs) and differentially methylated regions (DMRs) associated with MetS and its components using two independent cohorts comprising a total of 2,334 participants. We also investigated the specific genetic effects on DNA methylation, identified methylation quantitative trait loci (meQTLs) through genome-wide association studies and further utilized Mendelian randomization (MR) to assess how these meQTLs subsequently influence MetS status. Results We identified 40 DMPs and 27 DMRs that are significantly associated with MetS. In addition, we identified many novel DMPs and DMRs underlying inflammatory and steroid hormonal processes. The most significant associations were observed in 3 DMPs (cg19693031, cg26974062, cg02988288) and a DMR (chr1:145440444–145441553) at the TXNIP, which are involved in lipid metabolism. These CpG sites were identified as coregulators of DNA methylation in MetS, TG and FAG levels. We identified a total of 144 cis-meQTLs, out of which only 13 were found to be associated with DMPs for MetS. Among these, we confirmed the identified causal mediators of genetic effects at CpG sites cg01881899 at ABCG1 and cg00021659 at the TANK genes for MetS. Conclusions This study observed whether specific CpGs and methylated regions act independently or are influenced by genetic effects for MetS and its components in the Korean population. These associations between the identified DNA methylation and MetS, along with its individual components, may serve as promising targets for the development of preventive interventions for MetS.
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- 2024
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24. Tumor microenvironment deconvolution identifies cell-type-independent aberrant DNA methylation and gene expression in prostate cancer
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Reynolds, Samuel R., Zhang, Ze, Salas, Lucas A., and Christensen, Brock C.
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- 2024
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25. Genome- and epigenome-wide association studies identify susceptibility of CpG sites and regions for metabolic syndrome in a Korean population.
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Lee, Ho-Sun, Kim, Boram, and Park, Taesung
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KOREANS ,METABOLIC syndrome ,EPIGENOMICS ,LOCUS (Genetics) ,DNA methylation ,GENOME-wide association studies ,HIGH density lipoproteins - Abstract
Background: While multiple studies have investigated the relationship between metabolic syndrome (MetS) and its related traits (fasting glucose, triglyceride, HDL cholesterol, blood pressure, waist circumference) and DNA methylation, our understanding of the epigenetic mechanisms in MetS remains limited. Therefore, we performed an epigenome-wide meta-analysis of blood DNA methylation to identify differentially methylated probes (DMPs) and differentially methylated regions (DMRs) associated with MetS and its components using two independent cohorts comprising a total of 2,334 participants. We also investigated the specific genetic effects on DNA methylation, identified methylation quantitative trait loci (meQTLs) through genome-wide association studies and further utilized Mendelian randomization (MR) to assess how these meQTLs subsequently influence MetS status. Results: We identified 40 DMPs and 27 DMRs that are significantly associated with MetS. In addition, we identified many novel DMPs and DMRs underlying inflammatory and steroid hormonal processes. The most significant associations were observed in 3 DMPs (cg19693031, cg26974062, cg02988288) and a DMR (chr1:145440444–145441553) at the TXNIP, which are involved in lipid metabolism. These CpG sites were identified as coregulators of DNA methylation in MetS, TG and FAG levels. We identified a total of 144 cis-meQTLs, out of which only 13 were found to be associated with DMPs for MetS. Among these, we confirmed the identified causal mediators of genetic effects at CpG sites cg01881899 at ABCG1 and cg00021659 at the TANK genes for MetS. Conclusions: This study observed whether specific CpGs and methylated regions act independently or are influenced by genetic effects for MetS and its components in the Korean population. These associations between the identified DNA methylation and MetS, along with its individual components, may serve as promising targets for the development of preventive interventions for MetS. [ABSTRACT FROM AUTHOR]
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- 2024
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26. Alteration of DNA Methylation and Epigenetic Scores Associated With Features of Schizophrenia and Common Variant Genetic Risk.
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Kiltschewskij, Dylan J., Reay, William R., Geaghan, Michael P., Atkins, Joshua R., Xavier, Alexandre, Zhang, Xiajie, Watkeys, Oliver J., Carr, Vaughan J., Scott, Rodney J., Green, Melissa J., and Cairns, Murray J.
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DNA methylation , *GENETIC variation , *EPIGENETICS , *MYOCARDIAL infarction , *SCHIZOPHRENIA , *DNA adducts - Abstract
Unpacking molecular perturbations associated with features of schizophrenia is a critical step toward understanding phenotypic heterogeneity in this disorder. Recent epigenome-wide association studies have uncovered pervasive dysregulation of DNA methylation in schizophrenia; however, clinical features of the disorder that account for a large proportion of phenotypic variability are relatively underexplored. We comprehensively analyzed patterns of DNA methylation in a cohort of 381 individuals with schizophrenia from the deeply phenotyped Australian Schizophrenia Research Bank. Epigenetic changes were investigated in association with cognitive status, age of onset, treatment resistance, Global Assessment of Functioning scores, and common variant polygenic risk scores for schizophrenia. We subsequently explored alterations within genes previously associated with psychiatric illness, phenome-wide epigenetic covariance, and epigenetic scores. Epigenome-wide association studies of the 5 primary traits identified 662 suggestively significant (p < 6.72 × 10−5) differentially methylated probes, with a further 432 revealed after controlling for schizophrenia polygenic risk on the remaining 4 traits. Interestingly, we uncovered many probes within genes associated with a variety of psychiatric conditions as well as significant epigenetic covariance with phenotypes and exposures including acute myocardial infarction, C-reactive protein, and lung cancer. Epigenetic scores for treatment-resistant schizophrenia strikingly exhibited association with clozapine administration, while epigenetic proxies of plasma protein expression, such as CCL17, MMP10, and PRG2, were associated with several features of schizophrenia. Our findings collectively provide novel evidence suggesting that several features of schizophrenia are associated with alteration of DNA methylation, which may contribute to interindividual phenotypic variation in affected individuals. [ABSTRACT FROM AUTHOR]
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- 2024
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27. Epigenome-wide association study of total nicotine equivalents in multiethnic current smokers from three prospective cohorts.
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Huang, Brian Z., Binder, Alexandra M., Quon, Brandon, Patel, Yesha M., Lum-Jones, Annette, Tiirikainen, Maarit, Murphy, Sharon E., Loo, Lenora, Maunakea, Alika K., Haiman, Christopher A., Wilkens, Lynne R., Koh, Woon-Puay, Cai, Qiuyin, Aldrich, Melinda C., Siegmund, Kimberly D., Hecht, Stephen S., Yuan, Jian-Min, Blot, William J., Stram, Daniel O., and Le Marchand, Loïc
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NICOTINE , *DNA methylation , *RACE , *METHYLATION , *CIGARETTES - Abstract
The impact of tobacco exposure on health varies by race and ethnicity and is closely tied to internal nicotine dose, a marker of carcinogen uptake. DNA methylation is strongly responsive to smoking status and may mediate health effects, but study of associations with internal dose is limited. We performed a blood leukocyte epigenome-wide association study (EWAS) of urinary total nicotine equivalents (TNEs; a measure of nicotine uptake) and DNA methylation measured using the MethylationEPIC v1.0 BeadChip (EPIC) in six racial and ethnic groups across three cohort studies. In the Multiethnic Cohort Study (discovery, n = 1994), TNEs were associated with differential methylation at 408 CpG sites across >250 genomic regions (p < 9 × 10−8). The top significant sites were annotated to AHRR , F2RL3 , RARA , GPR15 , PRSS23 , and 2q37.1, all of which had decreasing methylation with increasing TNEs. We identified 45 novel CpG sites, of which 42 were unique to the EPIC array and eight annotated to genes not previously linked with smoking-related DNA methylation. The most significant signal in a novel gene was cg03748458 in MIR383;SGCZ. Fifty-one of the 408 discovery sites were validated in the Singapore Chinese Health Study (n = 340) and the Southern Community Cohort Study (n = 394) (Bonferroni corrected p < 1.23 × 10−4). Significant heterogeneity by race and ethnicity was detected for CpG sites in MYO1G and CYTH1. Furthermore, TNEs significantly mediated the association between cigarettes per day and DNA methylation at 15 sites (average 22.5%–44.3% proportion mediated). Our multiethnic study highlights the transethnic and ethnic-specific methylation associations with internal nicotine dose, a strong predictor of smoking-related morbidities. [Display omitted] In this large multiethnic epigenome-wide association study of total nicotine equivalents across three cohorts, we identified differential methylation at 408 CpG loci, of which 45 were novel and 51 were externally validated. Our findings highlight the generalizability of these internal smoking dose-related epigenetic modifications across multiple racial and ethnic populations. [ABSTRACT FROM AUTHOR]
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- 2024
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28. Association of mammographic density with blood DNA methylation
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Lucia, Rachel M, Huang, Wei-Lin, Alvarez, Andrea, Masunaka, Irene, Ziogas, Argyrios, Goodman, Deborah, Odegaard, Andrew O, Norden-Krichmar, Trina M, and Park, Hannah Lui
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Biological Sciences ,Genetics ,Clinical Research ,Breast Cancer ,Women's Health ,Prevention ,Cancer ,Aging ,Human Genome ,Cancer Genomics ,Minority Health ,Breast Density ,Breast Neoplasms ,CpG Islands ,DNA Methylation ,Epigenesis ,Genetic ,Epigenomics ,Female ,Genome-Wide Association Study ,Humans ,DNA methylation ,epigenome-wide association study ,breast cancer ,mammographic density ,postmenopausal ,epigenetics ,illumina epic array ,Biochemistry and Cell Biology ,Medical Biochemistry and Metabolomics ,Developmental Biology ,Biochemistry and cell biology - Abstract
BackgroundAltered DNA methylation may be an intermediate phenotype between breast cancer risk factors and disease. Mammographic density is a strong risk factor for breast cancer. However, no studies to date have identified an epigenetic signature of mammographic density. We performed an epigenome-wide association study of mammographic density.MethodsWhite blood cell DNA methylation was measured for 385 postmenopausal women using the Illumina Infinium MethylationEPIC BeadChip array. Differential methylation was assessed using genome-wide, probe-level, and regional analyses. We implemented a resampling-based approach to improve the stability of our findings.ResultsOn average, women with elevated mammographic density exhibited DNA hypermethylation within CpG islands and gene promoters compared to women with lower mammographic density. We identified 250 CpG sites for which DNA methylation was significantly associated with mammographic density. The top sites were located within genes associated with cancer, including HDLBP, TGFB2, CCT4, and PAX8, and were more likely to be located in regulatory regions of the genome. We also identified differential DNA methylation in 37 regions, including within the promoters of PAX8 and PF4, a gene involved in the regulation of angiogenesis. Overall, our results paint a picture of epigenetic dysregulation associated with mammographic density.ConclusionMammographic density is associated with differential DNA methylation throughout the genome, including within genes associated with cancer. Our results suggest the potential involvement of several genes in the biological mechanisms behind differences in breast density between women. Further studies are warranted to explore these potential mechanisms and potential links to breast cancer risk.
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- 2022
29. Alterations in DNA methylation associate with reduced migraine and headache days after medication withdrawal treatment in chronic migraine patients: a longitudinal study
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Divya Mehta, Irene de Boer, Heidi G. Sutherland, Judith A. Pijpers, Charlene Bron, Charlotte Bainomugisa, Larisa M. Haupt, Arn M. J. M. van den Maagdenberg, Lyn R. Griffiths, Dale R. Nyholt, and Gisela M. Terwindt
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DNA methylation ,Migraine ,Chronic migraine ,Epigenome-wide association study ,EWAS ,Longitudinal ,Medicine ,Genetics ,QH426-470 - Abstract
Abstract Background Chronic migraine, a highly disabling migraine subtype, affects nearly 2% of the general population. Understanding migraine chronification is vital for developing better treatment and prevention strategies. An important factor in the chronification of migraine is the overuse of acute headache medication. However, the mechanisms behind the transformation of episodic migraine to chronic migraine and vice versa have not yet been elucidated. We performed a longitudinal epigenome-wide association study to identify DNA methylation (DNAm) changes associated with treatment response in patients with chronic migraine and medication overuse as part of the Chronification and Reversibility of Migraine clinical trial. Blood was taken from patients with chronic migraine (n = 98) at baseline and after a 12-week medication withdrawal period. Treatment responders, patients with ≥ 50% reduction in monthly headache days (MHD), were compared with non-responders to identify DNAm changes associated with treatment response. Similarly, patients with ≥ 50% versus
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- 2023
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30. Short- and intermediate-term exposure to ambient fine particulate elements and leukocyte epigenome-wide DNA methylation in older men: the Normative Aging Study
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Wang, Cuicui, Cardenas, Andres, Hutchinson, John N, Just, Allan, Heiss, Jonathan, Hou, Lifang, Zheng, Yinan, Coull, Brent A, Kosheleva, Anna, Koutrakis, Petros, Baccarelli, Andrea A, and Schwartz, Joel D
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Genetics ,Human Genome ,Aging ,Good Health and Well Being ,Aged ,Air Pollutants ,DNA Methylation ,Epigenome ,Humans ,Leukocytes ,Male ,Particulate Matter ,PM2.5 ,PM2.5 elments ,DNA methylation ,Epigenome-wide association study ,Distributed-lag ,Pathway analyses ,PM(2.5) ,PM(2.5) elements ,Environmental Sciences - Abstract
BackgroundSeveral epigenome-wide association studies (EWAS) of ambient particulate matter with aerodynamic diameter ≤ 2.5 µm (PM2.5) have been reported. However, EWAS of PM2.5 elements (PEs), reflecting different emission sources, are very limited.ObjectivesWe performed EWAS of short- and intermediate-term exposure to PM2.5 and 13 PEs. We hypothesized that significant changes in DNAm may vary by PM2.5 mass and its elements.MethodsWe repeatedly collected blood samples in the Normative Aging Study and measured leukocyte DNA methylation (DNAm) with the Illumina HumanMethylation450K BeadChip. We collected daily PM2.5 and 13 PEs at a fixed central site. To estimate the associations between each PE and DNAm at individual cytosine-phosphate-guanine (CpG) sites, we incorporated a distributed-lag (0-27 d) term in the setting of median regression with subject-specific intercept and examined cumulative lag associations. We also accounted for selection bias due to loss to follow-up and mortality prior to enrollment. Significantly differentially methylated probes (DMPs) were identified using Bonferroni correction for multiple testing. We further conducted regional and pathway analyses to identify significantly differentially methylated regions (DMRs) and pathways.ResultsWe included 695 men with 1,266 visits between 1999 and 2013. The subjects had a mean age of 75 years. The significant DMPs, DMRs, and pathways varied by to PM2.5 total mass and PEs. For example, PM2.5 total mass was associated with 2,717 DMPs and 10,470 DMRs whereas Pb was associated with 3,173 DMPs and 637 DMRs. The identified pathways by PM2.5 mass were mostly involved in mood disorders, neuroplasticity, immunity, and inflammation, whereas the pathways associated with motor vehicles (BC, Cu, Pb, and Zn) were related with cardiovascular disease and cancer (e.g., "PPARs signaling").ConclusionsPM2.5 and PE were associated with methylation changes at multiple probes and along multiple pathways, in ways that varied by particle components.
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- 2022
31. Detecting cord blood cell type-specific epigenetic associations with gestational diabetes mellitus and early childhood growth
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Lu, Tianyuan, Cardenas, Andres, Perron, Patrice, Hivert, Marie-France, Bouchard, Luigi, and Greenwood, Celia MT
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Biological Sciences ,Genetics ,Human Genome ,Pediatric ,Perinatal Period - Conditions Originating in Perinatal Period ,Prevention ,Diabetes ,Nutrition ,2.1 Biological and endogenous factors ,Aetiology ,Metabolic and endocrine ,Adult ,Biomarkers ,Birth Cohort ,Body Height ,Body Mass Index ,Body Weight ,Canada ,Child Development ,Child ,Preschool ,Diabetes ,Gestational ,Epigenesis ,Genetic ,Epigenome ,Epigenomics ,Female ,Fetal Blood ,Genome-Wide Association Study ,Humans ,Infant ,Newborn ,Male ,Pregnancy ,Prospective Studies ,Epigenome-wide association study ,DNA methylation ,Cell type specificity ,Gestational diabetes mellitus ,Early childhood growth ,Clinical Sciences ,Paediatrics and Reproductive Medicine - Abstract
BackgroundEpigenome-wide association studies (EWAS) have provided opportunities to understand the role of epigenetic mechanisms in development and pathophysiology of many chronic diseases. However, an important limitation of conventional EWAS is that profiles of epigenetic variability are often obtained in samples of mixed cell types. Here, we aim to assess whether changes in cord blood DNA methylation (DNAm) associated with gestational diabetes mellitus (GDM) exposure and early childhood growth markers occur in a cell type-specific manner.ResultsWe analyzed 275 cord blood samples collected at delivery from a prospective pre-birth cohort with genome-wide DNAm profiled by the Illumina MethylationEPIC array. We estimated proportions of seven common cell types in each sample using a cord blood-specific DNAm reference panel. Leveraging a recently developed approach named CellDMC, we performed cell type-specific EWAS to identify CpG loci significantly associated with GDM, or 3-year-old body mass index (BMI) z-score. A total of 1410 CpG loci displayed significant cell type-specific differences in methylation level between 23 GDM cases and 252 controls with a false discovery rate
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- 2021
32. Long-term exposure to ambient fine particulate components and leukocyte epigenome-wide DNA Methylation in older men: the Normative Aging Study
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Cuicui Wang, Heresh Amini, Zongli Xu, Adjani A. Peralta, Mahdieh Danesh Yazdi, Xinye Qiu, Yaguang Wei, Allan Just, Jonathan Heiss, Lifang Hou, Yinan Zheng, Brent A. Coull, Anna Kosheleva, Andrea A. Baccarelli, and Joel D. Schwartz
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PM2.5 components ,Sources ,DNA methylation ,Epigenome-wide association study ,Pathway analyses ,Industrial medicine. Industrial hygiene ,RC963-969 ,Public aspects of medicine ,RA1-1270 - Abstract
Abstract Background Epigenome-wide association studies of ambient fine particulate matter (PM2.5) have been reported. However, few have examined PM2.5 components (PMCs) and sources or included repeated measures. The lack of high-resolution exposure measurements is the key limitation. We hypothesized that significant changes in DNA methylation might vary by PMCs and the sources. Methods We predicted the annual average of 14 PMCs using novel high-resolution exposure models across the contiguous U.S., between 2000–2018. The resolution was 50 m × 50 m in the Greater Boston Area. We also identified PM2.5 sources using positive matrix factorization. We repeatedly collected blood samples and measured leukocyte DNAm with the Illumina HumanMethylation450K BeadChip in the Normative Aging Study. We then used median regression with subject-specific intercepts to estimate the associations between long-term (one-year) exposure to PMCs / PM2.5 sources and DNA methylation at individual cytosine-phosphate-guanine CpG sites. Significant probes were identified by the number of independent degrees of freedom approach, using the number of principal components explaining > 95% of the variation of the DNA methylation data. We also performed regional and pathway analyses to identify significant regions and pathways. Results We included 669 men with 1,178 visits between 2000–2013. The subjects had a mean age of 75 years. The identified probes, regions, and pathways varied by PMCs and their sources. For example, iron was associated with 6 probes and 6 regions, whereas nitrate was associated with 15 probes and 3 regions. The identified pathways from biomass burning, coal burning, and heavy fuel oil combustion sources were associated with cancer, inflammation, and cardiovascular diseases, whereas there were no pathways associated with all traffic. Conclusions Our findings showed that the effects of PM2.5 on DNAm varied by its PMCs and sources.
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- 2023
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33. Fathers’ preconception smoking and offspring DNA methylation
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Negusse Tadesse Kitaba, Gerd Toril Mørkve Knudsen, Ane Johannessen, Faisal I. Rezwan, Andrei Malinovschi, Anna Oudin, Bryndis Benediktsdottir, David Martino, Francisco Javier Callejas González, Leopoldo Palacios Gómez, Mathias Holm, Nils Oskar Jõgi, Shyamali C. Dharmage, Svein Magne Skulstad, Sarah H. Watkins, Matthew Suderman, Francisco Gómez-Real, Vivi Schlünssen, Cecilie Svanes, and John W. Holloway
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Preconception ,Paternal effects ,Tobacco smoke ,Epigenetic ,Epigenome-wide association study ,DNA methylation ,Medicine ,Genetics ,QH426-470 - Abstract
Abstract Background Experimental studies suggest that exposures may impact respiratory health across generations via epigenetic changes transmitted specifically through male germ cells. Studies in humans are, however, limited. We aim to identify epigenetic marks in offspring associated with father’s preconception smoking. Methods We conducted epigenome-wide association studies (EWAS) in the RHINESSA cohort (7–50 years) on father’s any preconception smoking (n = 875 offspring) and father’s pubertal onset smoking
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- 2023
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34. Does epigenetic markers of HLA gene show association with coronary artery disease in Indian subjects?
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Banerjee, Shyamashree, Paradkar, Minal U., Ponde, Chandrashekhar K., Rajani, Rajesh M., Pillai, Sudhir, and Ashavaid, Tester F.
- Abstract
Background: DNA methylation, one of the most stable forms of epigenetic modification is associated with the development and progression of coronary artery disease (CAD). Our previously reported study on epigenome-wide microarray analysis showed significantly methylated CpG sites. Top 5 significant CpGs from HLA gene were selected and analysed by Pyrosequencing (PSQ) to determine their association with severity of CAD. Methods: Blood samples of 50-age matched angiographically CAD positive male cases with 50 angiographically CAD negative male controls were subjected to lipid profile estimation and PSQ for methylation level analysis. Findings and subgroup analysis were evaluated by Mann–Whitney U; Kruskal–Wallis' rank test and two-way ANOVA by MedCalc (v19.6). Results: Methylation levels in HLA-DQA1 for cg10217052 was 78.5 (37–85) and 76.5 (24–84); cg09411910 was 81 (72.0 to 93.0) and 81.5 (50.0 to 89.0) in cases and controls respectively. Levels in HLA-DQB1-cg03344051, were 28.88 + 9.41 for cases and 30.36 + 9.37 in controls. For HLA-DRB1-cg07889003, levels in cases and controls were 15.5 (5.00–39.00) and 10.5 (5.00–29.0); while in cg08269402 were 52 (16–65) and 42.5 (17–61) respectively. No association was observed between methylation levels and lipid profile. cg03344051, cg07889003 and cg08269402 were significantly differentiated in double or triple vessel disease (DVD or TVD) as compared to single vessel disease (SVD) suggesting an increase in the extent of methylation with the increase in CAD severity. Conclusion: The present study shows significant increase in the extent of methylation in 3 CpG sites in DVD/TVD cases as compared to SVD cases. Additionally, a novel site, cg07889003 identified in our discovery phase has shown association with the severity of CAD. [ABSTRACT FROM AUTHOR]
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- 2024
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35. Epigenomic and epigenetic investigations of food allergy.
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Chun, Yoojin, Lee, Jo Hsuan, and Bunyavanich, Supinda
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EPIGENOMICS , *FOOD allergy , *REGULATORY T cells , *EPIGENETICS , *MILK allergy , *DNA methylation - Abstract
As a potential link between genetic predisposition, environmental exposures, and food allergy outcomes, epigenetics has been a molecular variable of interest in ongoing efforts to understand food allergy mechanisms and outcomes. Here we review population‐based investigations of epigenetic loci associated with food allergy, focusing on established clinical food allergy. We first provide an overview of epigenetic mechanisms that have been studied in cohorts with food allergy, predominantly DNA methylation but also microRNA. We then discuss investigations that have implemented epigenome‐wide approaches aimed at genome‐wide profiling and discovery. Such epigenome‐wide studies have collectively identified differentially methylated and differentially regulated loci associated with T cell development, antigen presentation, reaction severity, and causal mediation in food allergy. We then discuss candidate‐gene investigations that have honed in on Th1, Th2, T regulatory, and innate genes of a priori interest in food allergy. These studies have highlighted methylation changes in specific candidate genes as associated with T regulatory cell activity as well as differential methylation of Type 1 and Type 2 cytokine genes associated with various food allergies. Intriguingly, epigenetic loci associated with food allergy have also been explored as potential biomarkers for the clinical management of food allergy. We conclude by highlighting several priority directions for advancing population‐based epigenomic and epigenetic understandings of food allergy. [ABSTRACT FROM AUTHOR]
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- 2024
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36. New insights into the (epi)genetics of twinning.
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Dongen, Jenny van, Hubers, Nikki, and Boomsma, Dorret I
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GENETICS , *TWINS , *MULTIPLE pregnancy , *DNA methylation - Abstract
Spontaneous dizygotic (DZ) twins, i.e. twins conceived without the use of ARTs, run in families and their prevalence varies widely around the globe. In contrast, monozygotic (MZ) twins occur at a constant rate across time and geographical regions and, with some rare exceptions, do not cluster in families. The leading hypothesis for MZ twins, which arise when a zygote splits during preimplantation stages of development, is random occurrence. We have found the first series of genes underlying the liability of being the mother of DZ twins and have shown that being an MZ twin is strongly associated with a stable DNA methylation signature in child and adult somatic tissues. Because identical twins keep this molecular signature across the lifespan, this discovery opens up completely new possibilities for the retrospective diagnosis of whether a person is an MZ twin whose co-twin may have vanished in the early stages of pregnancy. Here, we summarize the gene finding results for mothers of DZ twins based on genetic association studies followed by meta-analysis, and further present the striking epigenetic results for MZ twins. [ABSTRACT FROM AUTHOR]
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- 2024
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37. DNA methylation changes in association with trauma-focused psychotherapy efficacy in treatment-resistant depression patients: a prospective longitudinal study.
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Carvalho Silva, Rosana, Martini, Paolo, Hohoff, Christa, Mattevi, Stefania, Bortolomasi, Marco, Menesello, Valentina, Gennarelli, Massimo, Baune, Bernhard T., and Minelli, Alessandra
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EMDR (Eye-movement desensitization & reprocessing) ,EPIGENOMICS ,DNA methylation ,PSYCHOTHERAPY ,TRAUMA registries ,BEHAVIOR therapy ,MENTAL depression ,PSYCHODYNAMIC psychotherapy ,EVIDENCE-based psychotherapy - Abstract
Copyright of European Journal of Psychotraumatology is the property of Taylor & Francis Ltd and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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- 2024
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38. Alterations in DNA methylation associate with reduced migraine and headache days after medication withdrawal treatment in chronic migraine patients: a longitudinal study.
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Mehta, Divya, de Boer, Irene, Sutherland, Heidi G., Pijpers, Judith A., Bron, Charlene, Bainomugisa, Charlotte, Haupt, Larisa M., van den Maagdenberg, Arn M. J. M., Griffiths, Lyn R., Nyholt, Dale R., and Terwindt, Gisela M.
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SUMATRIPTAN ,TERMINATION of treatment ,MIGRAINE ,MEDICATION overuse headache ,DNA methylation ,SPREADING cortical depression ,MEDICATION abuse ,CHROMATIN - Abstract
Background: Chronic migraine, a highly disabling migraine subtype, affects nearly 2% of the general population. Understanding migraine chronification is vital for developing better treatment and prevention strategies. An important factor in the chronification of migraine is the overuse of acute headache medication. However, the mechanisms behind the transformation of episodic migraine to chronic migraine and vice versa have not yet been elucidated. We performed a longitudinal epigenome-wide association study to identify DNA methylation (DNAm) changes associated with treatment response in patients with chronic migraine and medication overuse as part of the Chronification and Reversibility of Migraine clinical trial. Blood was taken from patients with chronic migraine (n = 98) at baseline and after a 12-week medication withdrawal period. Treatment responders, patients with ≥ 50% reduction in monthly headache days (MHD), were compared with non-responders to identify DNAm changes associated with treatment response. Similarly, patients with ≥ 50% versus < 50% reduction in monthly migraine days (MMD) were compared. Results: At the epigenome-wide significant level (p < 9.42 × 10
–8 ), a longitudinal reduction in DNAm at an intronic CpG site (cg14377273) within the HDAC4 gene was associated with MHD response following the withdrawal of acute medication. HDAC4 is highly expressed in the brain, plays a major role in synaptic plasticity, and modulates the expression and release of several neuroinflammation markers which have been implicated in migraine pathophysiology. Investigating whether baseline DNAm associated with treatment response, we identified lower baseline DNAm at a CpG site (cg15205829) within MARK3 that was significantly associated with MMD response at 12 weeks. Conclusions: Our findings of a longitudinal reduction in HDAC4 DNAm status associated with treatment response and baseline MARK3 DNAm status as an early biomarker for treatment response, provide support for a role of pathways related to chromatin structure and synaptic plasticity in headache chronification and introduce HDAC4 and MARK3 as novel therapeutic targets. [ABSTRACT FROM AUTHOR]- Published
- 2023
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39. Genome‐wide DNA methylation analysis of body composition in Chinese monozygotic twins.
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Tian, Huimin, Qiao, Haofei, Han, Fulei, Kong, Xiangjie, Zhu, Shuai, Xing, Fangjie, Duan, Haiping, Li, Weilong, Wang, Weijing, Zhang, Dongfeng, and Wu, Yili
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- *
BODY composition , *MONOZYGOTIC twins , *DNA methylation , *DNA analysis , *HUMAN body composition , *LEAN body mass - Abstract
Background: Little is currently known about epigenetic alterations associated with body composition in obesity. Thus, we aimed to explore epigenetic relationships between genome‐wide DNA methylation levels and three common traits of body composition as measured by body fat percentage (BF%), fat mass (FM) and lean body mass (LBM) among Chinese monozygotic twins. Methods: Generalized estimated equation model was used to regress the methylation level of CpG sites on body composition. Inference about Causation Through Examination Of Familial Confounding was used to explore the evidence of a causal relationship. Gene expression analysis was further performed to validate the results of differentially methylated genes. Results: We identified 32, 22 and 28 differentially methylated CpG sites (p < 10−5) as well as 20, 17 and eight differentially methylated regions (slk‐corrected p < 0.05) significantly associated with BF%, FM and LBM which were annotated to 65 genes, showing partially overlapping. Causal inference demonstrated bidirectional causality between DNA methylation and body composition (p < 0.05). Gene expression analysis revealed significant correlations between expression levels of five differentially methylated genes and body composition (p < 0.05). Conclusions: These DNA methylation signatures will contribute to increased knowledge about the epigenetic basis of body composition and provide new strategies for early prevention and treatment of obesity and its related diseases. [ABSTRACT FROM AUTHOR]
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- 2023
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40. DNA methylation is differentially associated with glycemic outcomes by different types of weight-loss interventions: an epigenome-wide association study
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Xiaoxiao Wen, Helena Palma-Gudiel, Guanhong Miao, Mingjing Chen, Zhiguang Huo, Hao Peng, Stephen Anton, Gang Hu, Ricky Brock, Phillip J. Brantley, and Jinying Zhao
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DNA methylation ,Epigenetics ,Obesity ,Bariatric surgery ,Weight loss ,Epigenome-wide association study ,Medicine ,Genetics ,QH426-470 - Abstract
Abstract Background Alterations in DNA methylation (DNAm) have been reported to be a mechanism by which bariatric surgeries resulted in considerable metabolic improvements. Previous studies have mostly focused on change in DNAm following weight-loss interventions, yet whether DNAm prior to intervention can explain the variability in glycemic outcomes has not been investigated. Here, we aim to examine whether baseline DNAm is differentially associated with glycemic outcomes induced by different types of weight-loss interventions. Methods Participants were 75 adults with severe obesity who underwent non-surgical intensive medical intervention (IMI), adjustable gastric band (BAND) or Roux-en-Y gastric bypass (RYGB) (n = 25 each). Changes in fasting plasma glucose (FPG) and glycated hemoglobin (HbA1c) were measured at 1-year after intervention. DNAm was quantified by Illumina 450 K arrays in baseline peripheral blood DNA. Epigenome-wide association studies were performed to identify CpG probes that modify the effects of different weight-loss interventions on glycemic outcomes, i.e., changes in FPG and HbA1c, by including an interaction term between types of intervention and DNAm. Models were adjusted for weight loss and baseline clinical factors. Results Baseline DNAm levels at 3216 and 117 CpGs were differentially associated with changes in FPG and HbA1c, respectively, when comparing RYGB versus IMI. Of these, 79 CpGs were significant for both FPG and HbA1c. The identified genes are enriched in adaptive thermogenesis, temperature homeostasis and regulation of cell population proliferation. Additionally, DNAm at 6 CpGs was differentially associated with changes in HbA1c when comparing RYGB versus BAND. Conclusions Baseline DNAm is differentially associated with glycemic outcomes in response to different types of weight-loss interventions, independent of weight loss and other clinical factors. Such findings provided initial evidence that baseline DNAm levels may serve as potential biomarkers predictive of differential glycemic outcomes in response to different types of weight-loss interventions.
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- 2023
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41. Epigenetic marks associated with gestational diabetes mellitus across two time points during pregnancy
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Teresa Linares-Pineda, Nerea Peña-Montero, Nicolás Fragoso-Bargas, Carolina Gutiérrez-Repiso, Fuensanta Lima-Rubio, María Suarez-Arana, Antonio Sánchez-Pozo, Francisco J. Tinahones, María Molina-Vega, María José Picón-César, Christine Sommer, and Sonsoles Morcillo
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Gestational diabetes mellitus ,DNA methylation ,Epigenetics ,Epigenome-wide association study ,Diabetes ,Pregnancy ,Medicine ,Genetics ,QH426-470 - Abstract
Abstract An adverse intrauterine or periconceptional environment, such as hyperglycemia during pregnancy, can affect the DNA methylation pattern both in mothers and their offspring. In this study, we explored the epigenetic profile in maternal peripheral blood samples through pregnancy to find potential epigenetic biomarkers for gestational diabetes mellitus (GDM), as well as candidate genes involved in GDM development. We performed an epigenome-wide association study in maternal peripheral blood samples in 32 pregnant women (16 with GDM and 16 non-GDM) at pregnancy week 24–28 and 36–38. Biochemical, anthropometric, and obstetrical variables were collected from all the participants. The main results were validated in an independent cohort with different ethnic origin (European = 307; South Asians = 165). Two hundred and seventy-two CpGs sites remained significantly different between GDM and non-GDM pregnant women across two time points during pregnancy. The significant CpG sites were related to pathways associated with type I diabetes mellitus, insulin resistance and secretion. Cg01459453 (SELP gene) was the most differentiated in the GDM group versus non-GDM (73.6 vs. 60.9, p = 1.06E−11; FDR = 7.87E−06). Three CpG sites (cg01459453, cg15329406, and cg04095097) were able to discriminate between GDM cases and controls (AUC = 1; p = 1.26E−09). Three differentially methylated positions (DMPs) were replicated in an independent cohort. To conclude, epigenetic marks during pregnancy differed between GDM cases and controls suggesting a role for these genes in GDM development. Three CpGs were able to discriminate GDM and non-GDM groups with high specificity and sensitivity, which may be biomarker candidates for diagnosis or prediction of GDM.
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- 2023
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42. Entorhinal cortex epigenome-wide association study highlights four novel loci showing differential methylation in Alzheimer’s disease
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Yasmine Sommerer, Valerija Dobricic, Marcel Schilling, Olena Ohlei, Sanaz Sedghpour Sabet, Tanja Wesse, Janina Fuß, Sören Franzenburg, Andre Franke, Laura Parkkinen, Christina M. Lill, and Lars Bertram
- Subjects
Alzheimer’s disease ,Brain ,Entorhinal cortex ,DNA methylation ,Epigenome-wide association study ,EWAS ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Background Studies on DNA methylation (DNAm) in Alzheimer’s disease (AD) have recently highlighted several genomic loci showing association with disease onset and progression. Methods Here, we conducted an epigenome-wide association study (EWAS) using DNAm profiles in entorhinal cortex (EC) from 149 AD patients and control brains and combined these with two previously published EC datasets by meta-analysis (total n = 337). Results We identified 12 cytosine-phosphate-guanine (CpG) sites showing epigenome-wide significant association with either case–control status or Braak’s tau-staging. Four of these CpGs, located in proximity to CNFN/LIPE, TENT5A, PALD1/PRF1, and DIRAS1, represent novel findings. Integrating DNAm levels with RNA sequencing-based mRNA expression data generated in the same individuals showed significant DNAm-mRNA correlations for 6 of the 12 significant CpGs. Lastly, by calculating rates of epigenetic age acceleration using two recently proposed “epigenetic clock” estimators we found a significant association with accelerated epigenetic aging in the brains of AD patients vs. controls. Conclusion In summary, our study represents the hitherto most comprehensive EWAS in AD using EC and highlights several novel differentially methylated loci with potential effects on gene expression.
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- 2023
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43. Epigenomic profiling of isolated blood cell types reveals highly specific B cell smoking signatures and links to disease risk
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Xuting Wang, Michelle R. Campbell, Hye-Youn Cho, Gary S. Pittman, Suzanne N. Martos, and Douglas A. Bell
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DNA methylation ,Tobacco smoking ,Blood cell types ,Epigenome-wide association study ,Genetic variation ,Memory B cell ,Medicine ,Genetics ,QH426-470 - Abstract
Abstract Background Tobacco smoking alters the DNA methylation profiles of immune cells which may underpin some of the pathogenesis of smoking-associated diseases. To link smoking-driven epigenetic effects in specific immune cell types with disease risk, we isolated six leukocyte subtypes, CD14+ monocytes, CD15+ granulocytes, CD19+ B cells, CD4+ T cells, CD8+ T cells, and CD56+ natural killer cells, from whole blood of 67 healthy adult smokers and 74 nonsmokers for epigenome-wide association study (EWAS) using Illumina 450k and EPIC methylation arrays. Results Numbers of smoking-associated differentially methylated sites (smCpGs) at genome-wide significance (p
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- 2023
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44. Impact of tobacco, alcohol, and marijuana on genome-wide DNA methylation and its relationship with hypertension
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Natàlia Carreras-Gallo, Varun B. Dwaraka, Alejandro Cáceres, Ryan Smith, Tavis L. Mendez, Hannah Went, and Juan R Gonzalez
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tobacco ,alcohol ,marijuana ,dna methylation ,epigenome-wide association study ,hypertension ,Genetics ,QH426-470 - Abstract
Tobacco, alcohol, and marijuana consumption is an important public health problem because of their high use worldwide and their association with the risk of mortality and many health conditions, such as hypertension, which is the commonest risk factor for death throughout the world. A likely pathway of action of substance consumption leading to persistent hypertension is DNA methylation. Here, we evaluated the effects of tobacco, alcohol, and marijuana on DNA methylation in the same cohort (N = 3,424). Three epigenome-wide association studies (EWAS) were assessed in whole blood using the InfiniumHumanMethylationEPIC BeadChip. We also evaluated the mediation of the top CpG sites in the association between substance consumption and hypertension. Our analyses showed 2,569 CpG sites differentially methylated by alcohol drinking and 528 by tobacco smoking. We did not find significant associations with marijuana consumption after correcting for multiple comparisons. We found 61 genes overlapping between alcohol and tobacco that were enriched in biological processes involved in the nervous and cardiovascular systems. In the mediation analysis, we found 66 CpG sites that significantly mediated the effect of alcohol consumption on hypertension. The top alcohol-related CpG site (cg06690548, P-value = 5.9·10−83) mapped to SLC7A11 strongly mediated 70.5% of the effect of alcohol consumption on hypertension (P-value = 0.006). Our findings suggest that DNA methylation should be considered for new targets in hypertension prevention and management, particularly concerning alcohol consumption. Our data also encourage further research into the use of methylation in blood to study the neurological and cardiovascular effects of substance consumption.
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- 2023
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45. Air pollution and epigenetic aging among Black and White women in the US
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Sarah H. Koenigsberg, Che-Jung Chang, Jennifer Ish, Zongli Xu, Jacob K. Kresovich, Kaitlyn G. Lawrence, Joel D. Kaufman, Dale P. Sandler, Jack A. Taylor, and Alexandra J. White
- Subjects
Air pollution ,DNA methylation ,Particulate matter ,Epigenetic age ,Epigenome-wide association study ,Environmental sciences ,GE1-350 - Abstract
Background: DNA methylation-based measures of biological aging have been associated with air pollution and may link pollutant exposures to aging-related health outcomes. However, evidence is inconsistent and there is little information for Black women. Objective: We examined associations of ambient particulate matter
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- 2023
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46. Fathers' preconception smoking and offspring DNA methylation.
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Kitaba, Negusse Tadesse, Knudsen, Gerd Toril Mørkve, Johannessen, Ane, Rezwan, Faisal I., Malinovschi, Andrei, Oudin, Anna, Benediktsdottir, Bryndis, Martino, David, González, Francisco Javier Callejas, Gómez, Leopoldo Palacios, Holm, Mathias, Jõgi, Nils Oskar, Dharmage, Shyamali C., Skulstad, Svein Magne, Watkins, Sarah H., Suderman, Matthew, Gómez-Real, Francisco, Schlünssen, Vivi, Svanes, Cecilie, and Holloway, John W.
- Subjects
DNA methylation ,CIGARETTE smoke ,GUANINE ,SMOKING ,GENETIC regulation ,FALSE discovery rate ,GENE silencing ,NICOTINE - Abstract
Background: Experimental studies suggest that exposures may impact respiratory health across generations via epigenetic changes transmitted specifically through male germ cells. Studies in humans are, however, limited. We aim to identify epigenetic marks in offspring associated with father's preconception smoking. Methods: We conducted epigenome-wide association studies (EWAS) in the RHINESSA cohort (7–50 years) on father's any preconception smoking (n = 875 offspring) and father's pubertal onset smoking < 15 years (n = 304), using Infinium MethylationEPIC Beadchip arrays, adjusting for offspring age, own smoking and maternal smoking. EWAS of maternal and offspring personal smoking were performed for comparison. Father's smoking-associated dmCpGs were checked in subpopulations of offspring who reported no personal smoking and no maternal smoking exposure. Results: Father's smoking commencing preconception was associated with methylation of blood DNA in offspring at two cytosine-phosphate-guanine sites (CpGs) (false discovery rate (FDR) < 0.05) in PRR5 and CENPP. Father's pubertal onset smoking was associated with 19 CpGs (FDR < 0.05) mapped to 14 genes (TLR9, DNTT, FAM53B, NCAPG2, PSTPIP2, MBIP, C2orf39, NTRK2, DNAJC14, CDO1, PRAP1, TPCN1, IRS1 and CSF1R). These differentially methylated sites were hypermethylated and associated with promoter regions capable of gene silencing. Some of these sites were associated with offspring outcomes in this cohort including ever-asthma (NTRK2), ever-wheezing (DNAJC14, TPCN1), weight (FAM53B, NTRK2) and BMI (FAM53B, NTRK2) (p < 0.05). Pathway analysis showed enrichment for gene ontology pathways including regulation of gene expression, inflammation and innate immune responses. Father's smoking-associated sites did not overlap with dmCpGs identified in EWAS of personal and maternal smoking (FDR < 0.05), and all sites remained significant (p < 0.05) in analyses of offspring with no personal smoking and no maternal smoking exposure. Conclusion: Father's preconception smoking, particularly in puberty, is associated with offspring DNA methylation, providing evidence that epigenetic mechanisms may underlie epidemiological observations that pubertal paternal smoking increases risk of offspring asthma, low lung function and obesity. [ABSTRACT FROM AUTHOR]
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- 2023
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47. Long-term exposure to ambient fine particulate components and leukocyte epigenome-wide DNA Methylation in older men: the Normative Aging Study.
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Wang, Cuicui, Amini, Heresh, Xu, Zongli, Peralta, Adjani A., Yazdi, Mahdieh Danesh, Qiu, Xinye, Wei, Yaguang, Just, Allan, Heiss, Jonathan, Hou, Lifang, Zheng, Yinan, Coull, Brent A., Kosheleva, Anna, Baccarelli, Andrea A., and Schwartz, Joel D.
- Subjects
DNA methylation ,OLDER men ,EPIGENOMICS ,LEUCOCYTES ,BIOMASS burning ,MATRIX decomposition - Abstract
Background: Epigenome-wide association studies of ambient fine particulate matter (PM
2.5 ) have been reported. However, few have examined PM2.5 components (PMCs) and sources or included repeated measures. The lack of high-resolution exposure measurements is the key limitation. We hypothesized that significant changes in DNA methylation might vary by PMCs and the sources. Methods: We predicted the annual average of 14 PMCs using novel high-resolution exposure models across the contiguous U.S., between 2000–2018. The resolution was 50 m × 50 m in the Greater Boston Area. We also identified PM2.5 sources using positive matrix factorization. We repeatedly collected blood samples and measured leukocyte DNAm with the Illumina HumanMethylation450K BeadChip in the Normative Aging Study. We then used median regression with subject-specific intercepts to estimate the associations between long-term (one-year) exposure to PMCs / PM2.5 sources and DNA methylation at individual cytosine-phosphate-guanine CpG sites. Significant probes were identified by the number of independent degrees of freedom approach, using the number of principal components explaining > 95% of the variation of the DNA methylation data. We also performed regional and pathway analyses to identify significant regions and pathways. Results: We included 669 men with 1,178 visits between 2000–2013. The subjects had a mean age of 75 years. The identified probes, regions, and pathways varied by PMCs and their sources. For example, iron was associated with 6 probes and 6 regions, whereas nitrate was associated with 15 probes and 3 regions. The identified pathways from biomass burning, coal burning, and heavy fuel oil combustion sources were associated with cancer, inflammation, and cardiovascular diseases, whereas there were no pathways associated with all traffic. Conclusions: Our findings showed that the effects of PM2.5 on DNAm varied by its PMCs and sources. [ABSTRACT FROM AUTHOR]- Published
- 2023
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48. Genome‐wide methylomic regulation of multiscale gene networks in Alzheimer's disease.
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Wang, Erming, Wang, Minghui, Guo, Lei, Fullard, John F., Micallef, Courtney, Bendl, Jaroslav, Song, Won‐min, Ming, Chen, Huang, Yong, Li, Yuxin, Yu, Kaiwen, Peng, Junmin, Bennett, David A., De Jager, Philip L., Roussos, Panos, Haroutunian, Vahram, and Zhang, Bin
- Abstract
INTRODUCTION: Recent studies revealed the association of abnormal methylomic changes with Alzheimer's disease (AD) but there is a lack of systematic study of the impact of methylomic alterations over the molecular networks underlying AD. METHODS: We profiled genome‐wide methylomic variations in the parahippocampal gyrus from 201 post mortem control, mild cognitive impaired, and AD brains. RESULTS: We identified 270 distinct differentially methylated regions (DMRs) associated with AD. We quantified the impact of these DMRs on each gene and each protein as well as gene and protein co‐expression networks. DNA methylation had a profound impact on both AD‐associated gene/protein modules and their key regulators. We further integrated the matched multi‐omics data to show the impact of DNA methylation on chromatin accessibility, which further modulates gene and protein expression. DISCUSSION: The quantified impact of DNA methylation on gene and protein networks underlying AD identified potential upstream epigenetic regulators of AD. Highlights: A cohort of DNA methylation data in the parahippocampal gyrus was developed from 201 post mortem control, mild cognitive impaired, and Alzheimer's disease (AD) brains.Two hundred seventy distinct differentially methylated regions (DMRs) were found to be associated with AD compared to normal control.A metric was developed to quantify methylation impact on each gene and each protein.DNA methylation was found to have a profound impact on not only the AD‐associated gene modules but also key regulators of the gene and protein networks.Key findings were validated in an independent multi‐omics cohort in AD.The impact of DNA methylation on chromatin accessibility was also investigated by integrating the matched methylomic, epigenomic, transcriptomic, and proteomic data. [ABSTRACT FROM AUTHOR]
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- 2023
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49. Cord blood DNA methylome in newborns later diagnosed with autism spectrum disorder reflects early dysregulation of neurodevelopmental and X-linked genes
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Mordaunt, Charles E, Jianu, Julia M, Laufer, Benjamin I, Zhu, Yihui, Hwang, Hyeyeon, Dunaway, Keith W, Bakulski, Kelly M, Feinberg, Jason I, Volk, Heather E, Lyall, Kristen, Croen, Lisa A, Newschaffer, Craig J, Ozonoff, Sally, Hertz-Picciotto, Irva, Fallin, M Daniele, Schmidt, Rebecca J, and LaSalle, Janine M
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Biological Sciences ,Genetics ,Human Genome ,Prevention ,Brain Disorders ,Intellectual and Developmental Disabilities (IDD) ,Neurosciences ,Pediatric ,Clinical Research ,Women's Health ,Mental Health ,Autism ,2.1 Biological and endogenous factors ,Mental health ,Neurological ,Reproductive health and childbirth ,Autism Spectrum Disorder ,Biomarkers ,Brain ,Child ,Preschool ,Computational Biology ,DNA Methylation ,Epigenesis ,Genetic ,Epigenome ,Erythrocyte Count ,Female ,Fetal Blood ,Gene Expression Regulation ,Genes ,X-Linked ,Humans ,Infant ,Infant ,Newborn ,Machine Learning ,Male ,Neurogenesis ,Organ Specificity ,Prognosis ,Autism spectrum disorder ,Neurodevelopment ,Umbilical cord blood ,Prospective study ,Epigenome-wide association study ,Epigenetics ,DNA methylation ,Whole-genome bisulfite sequencing ,X chromosome ,Clinical Sciences - Abstract
BackgroundAutism spectrum disorder (ASD) is a neurodevelopmental disorder with complex heritability and higher prevalence in males. The neonatal epigenome has the potential to reflect past interactions between genetic and environmental factors during early development and influence future health outcomes.MethodsWe performed whole-genome bisulfite sequencing of 152 umbilical cord blood samples from the MARBLES and EARLI high-familial risk prospective cohorts to identify an epigenomic signature of ASD at birth. Samples were split into discovery and replication sets and stratified by sex, and their DNA methylation profiles were tested for differentially methylated regions (DMRs) between ASD and typically developing control cord blood samples. DMRs were mapped to genes and assessed for enrichment in gene function, tissue expression, chromosome location, and overlap with prior ASD studies. DMR coordinates were tested for enrichment in chromatin states and transcription factor binding motifs. Results were compared between discovery and replication sets and between males and females.ResultsWe identified DMRs stratified by sex that discriminated ASD from control cord blood samples in discovery and replication sets. At a region level, 7 DMRs in males and 31 DMRs in females replicated across two independent groups of subjects, while 537 DMR genes in males and 1762 DMR genes in females replicated by gene association. These DMR genes were significantly enriched for brain and embryonic expression, X chromosome location, and identification in prior epigenetic studies of ASD in post-mortem brain. In males and females, autosomal ASD DMRs were significantly enriched for promoter and bivalent chromatin states across most cell types, while sex differences were observed for X-linked ASD DMRs. Lastly, these DMRs identified in cord blood were significantly enriched for binding sites of methyl-sensitive transcription factors relevant to fetal brain development.ConclusionsAt birth, prior to the diagnosis of ASD, a distinct DNA methylation signature was detected in cord blood over regulatory regions and genes relevant to early fetal neurodevelopment. Differential cord methylation in ASD supports the developmental and sex-biased etiology of ASD and provides novel insights for early diagnosis and therapy.
- Published
- 2020
50. The X-factor in ART: does the use of assisted reproductive technologies influence DNA methylation on the X chromosome?
- Author
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Julia Romanowska, Haakon E. Nustad, Christian M. Page, William R. P. Denault, Yunsung Lee, Maria C. Magnus, Kristine L. Haftorn, Miriam Gjerdevik, Boris Novakovic, Richard Saffery, Håkon K. Gjessing, Robert Lyle, Per Magnus, Siri E. Håberg, and Astanand Jugessur
- Subjects
Epigenetics ,Assisted reproductive technology (ART) ,The Norwegian Mother ,Father and Child Cohort Study (MoBa) ,DNA methylation ,Epigenome-wide association study ,Medicine ,Genetics ,QH426-470 - Abstract
Abstract Background Assisted reproductive technologies (ART) may perturb DNA methylation (DNAm) in early embryonic development. Although a handful of epigenome-wide association studies of ART have been published, none have investigated CpGs on the X chromosome. To bridge this knowledge gap, we leveraged one of the largest collections of mother–father–newborn trios of ART and non-ART (natural) conceptions to date to investigate sex-specific DNAm differences on the X chromosome. The discovery cohort consisted of 982 ART and 963 non-ART trios from the Norwegian Mother, Father, and Child Cohort Study (MoBa). To verify our results from the MoBa cohort, we used an external cohort of 149 ART and 58 non-ART neonates from the Australian ‘Clinical review of the Health of adults conceived following Assisted Reproductive Technologies’ (CHART) study. The Illumina EPIC array was used to measure DNAm in both datasets. In the MoBa cohort, we performed a set of X-chromosome-wide association studies (‘XWASs’ hereafter) to search for sex-specific DNAm differences between ART and non-ART newborns. We tested several models to investigate the influence of various confounders, including parental DNAm. We also searched for differentially methylated regions (DMRs) and regions of co-methylation flanking the most significant CpGs. Additionally, we ran an analogous model to our main model on the external CHART dataset. Results In the MoBa cohort, we found more differentially methylated CpGs and DMRs in girls than boys. Most of the associations persisted after controlling for parental DNAm and other confounders. Many of the significant CpGs and DMRs were in gene-promoter regions, and several of the genes linked to these CpGs are expressed in tissues relevant for both ART and sex (testis, placenta, and fallopian tube). We found no support for parental DNAm-dependent features as an explanation for the observed associations in the newborns. The most significant CpG in the boys-only analysis was in UBE2DNL, which is expressed in testes but with unknown function. The most significant CpGs in the girls-only analysis were in EIF2S3 and AMOT. These three loci also displayed differential DNAm in the CHART cohort. Conclusions Genes that co-localized with the significant CpGs and DMRs associated with ART are implicated in several key biological processes (e.g., neurodevelopment) and disorders (e.g., intellectual disability and autism). These connections are particularly compelling in light of previous findings indicating that neurodevelopmental outcomes differ in ART-conceived children compared to those naturally conceived.
- Published
- 2023
- Full Text
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