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Metabolomic biomarkers of habitual B vitamin intakes unveil novel differentially methylated positions in the human epigenome

BACKGROUND: B vitamins such as folate (B9), B6, and B12 are key in one carbon metabolism, which generates methyl donors for DNA methylation. Several studies have linked differential methylation to self-reported intakes of folate and B12, but these estimates can be imprecise, while metabolomic biomar...

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Autores principales: Costeira, Ricardo, Evangelista, Laila, Wilson, Rory, Yan, Xinyu, Hellbach, Fabian, Sinke, Lucy, Christiansen, Colette, Villicaña, Sergio, Masachs, Olatz M., Tsai, Pei-Chien, Mangino, Massimo, Menni, Cristina, Berry, Sarah E., Beekman, Marian, van Heemst, Diana, Slagboom, P. Eline, Heijmans, Bastiaan T., Suhre, Karsten, Kastenmüller, Gabi, Gieger, Christian, Peters, Annette, Small, Kerrin S., Linseisen, Jakob, Waldenberger, Melanie, Bell, Jordana T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10588110/
https://www.ncbi.nlm.nih.gov/pubmed/37858220
http://dx.doi.org/10.1186/s13148-023-01578-7
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author Costeira, Ricardo
Evangelista, Laila
Wilson, Rory
Yan, Xinyu
Hellbach, Fabian
Sinke, Lucy
Christiansen, Colette
Villicaña, Sergio
Masachs, Olatz M.
Tsai, Pei-Chien
Mangino, Massimo
Menni, Cristina
Berry, Sarah E.
Beekman, Marian
van Heemst, Diana
Slagboom, P. Eline
Heijmans, Bastiaan T.
Suhre, Karsten
Kastenmüller, Gabi
Gieger, Christian
Peters, Annette
Small, Kerrin S.
Linseisen, Jakob
Waldenberger, Melanie
Bell, Jordana T.
author_facet Costeira, Ricardo
Evangelista, Laila
Wilson, Rory
Yan, Xinyu
Hellbach, Fabian
Sinke, Lucy
Christiansen, Colette
Villicaña, Sergio
Masachs, Olatz M.
Tsai, Pei-Chien
Mangino, Massimo
Menni, Cristina
Berry, Sarah E.
Beekman, Marian
van Heemst, Diana
Slagboom, P. Eline
Heijmans, Bastiaan T.
Suhre, Karsten
Kastenmüller, Gabi
Gieger, Christian
Peters, Annette
Small, Kerrin S.
Linseisen, Jakob
Waldenberger, Melanie
Bell, Jordana T.
author_sort Costeira, Ricardo
collection PubMed
description BACKGROUND: B vitamins such as folate (B9), B6, and B12 are key in one carbon metabolism, which generates methyl donors for DNA methylation. Several studies have linked differential methylation to self-reported intakes of folate and B12, but these estimates can be imprecise, while metabolomic biomarkers can offer an objective assessment of dietary intakes. We explored blood metabolomic biomarkers of folate and vitamins B6 and B12, to carry out epigenome-wide analyses across up to three European cohorts. Associations between self-reported habitual daily B vitamin intakes and 756 metabolites (Metabolon Inc.) were assessed in serum samples from 1064 UK participants from the TwinsUK cohort. The identified B vitamin metabolomic biomarkers were then used in epigenome-wide association tests with fasting blood DNA methylation levels at 430,768 sites from the Infinium HumanMethylation450 BeadChip in blood samples from 2182 European participants from the TwinsUK and KORA cohorts. Candidate signals were explored for metabolite associations with gene expression levels in a subset of the TwinsUK sample (n = 297). Metabolomic biomarker epigenetic associations were also compared with epigenetic associations of self-reported habitual B vitamin intakes in samples from 2294 European participants. RESULTS: Eighteen metabolites were associated with B vitamin intakes after correction for multiple testing (Bonferroni-adj. p < 0.05), of which 7 metabolites were available in both cohorts and tested for epigenome-wide association. Three metabolites — pipecolate (metabolomic biomarker of B6 and folate intakes), pyridoxate (marker of B6 and folate) and docosahexaenoate (DHA, marker of B6) — were associated with 10, 3 and 1 differentially methylated positions (DMPs), respectively. The strongest association was observed between DHA and DMP cg03440556 in the SCD gene (effect = 0.093 ± 0.016, p = 4.07E−09). Pyridoxate, a catabolic product of vitamin B6, was inversely associated with CpG methylation near the SLC1A5 gene promoter region (cg02711608 and cg22304262) and with SLC7A11 (cg06690548), but not with corresponding changes in gene expression levels. The self-reported intake of folate and vitamin B6 had consistent but non-significant associations with the epigenetic signals. CONCLUSION: Metabolomic biomarkers are a valuable approach to investigate the effects of dietary B vitamin intake on the human epigenome. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-023-01578-7.
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spelling pubmed-105881102023-10-21 Metabolomic biomarkers of habitual B vitamin intakes unveil novel differentially methylated positions in the human epigenome Costeira, Ricardo Evangelista, Laila Wilson, Rory Yan, Xinyu Hellbach, Fabian Sinke, Lucy Christiansen, Colette Villicaña, Sergio Masachs, Olatz M. Tsai, Pei-Chien Mangino, Massimo Menni, Cristina Berry, Sarah E. Beekman, Marian van Heemst, Diana Slagboom, P. Eline Heijmans, Bastiaan T. Suhre, Karsten Kastenmüller, Gabi Gieger, Christian Peters, Annette Small, Kerrin S. Linseisen, Jakob Waldenberger, Melanie Bell, Jordana T. Clin Epigenetics Research BACKGROUND: B vitamins such as folate (B9), B6, and B12 are key in one carbon metabolism, which generates methyl donors for DNA methylation. Several studies have linked differential methylation to self-reported intakes of folate and B12, but these estimates can be imprecise, while metabolomic biomarkers can offer an objective assessment of dietary intakes. We explored blood metabolomic biomarkers of folate and vitamins B6 and B12, to carry out epigenome-wide analyses across up to three European cohorts. Associations between self-reported habitual daily B vitamin intakes and 756 metabolites (Metabolon Inc.) were assessed in serum samples from 1064 UK participants from the TwinsUK cohort. The identified B vitamin metabolomic biomarkers were then used in epigenome-wide association tests with fasting blood DNA methylation levels at 430,768 sites from the Infinium HumanMethylation450 BeadChip in blood samples from 2182 European participants from the TwinsUK and KORA cohorts. Candidate signals were explored for metabolite associations with gene expression levels in a subset of the TwinsUK sample (n = 297). Metabolomic biomarker epigenetic associations were also compared with epigenetic associations of self-reported habitual B vitamin intakes in samples from 2294 European participants. RESULTS: Eighteen metabolites were associated with B vitamin intakes after correction for multiple testing (Bonferroni-adj. p < 0.05), of which 7 metabolites were available in both cohorts and tested for epigenome-wide association. Three metabolites — pipecolate (metabolomic biomarker of B6 and folate intakes), pyridoxate (marker of B6 and folate) and docosahexaenoate (DHA, marker of B6) — were associated with 10, 3 and 1 differentially methylated positions (DMPs), respectively. The strongest association was observed between DHA and DMP cg03440556 in the SCD gene (effect = 0.093 ± 0.016, p = 4.07E−09). Pyridoxate, a catabolic product of vitamin B6, was inversely associated with CpG methylation near the SLC1A5 gene promoter region (cg02711608 and cg22304262) and with SLC7A11 (cg06690548), but not with corresponding changes in gene expression levels. The self-reported intake of folate and vitamin B6 had consistent but non-significant associations with the epigenetic signals. CONCLUSION: Metabolomic biomarkers are a valuable approach to investigate the effects of dietary B vitamin intake on the human epigenome. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13148-023-01578-7. BioMed Central 2023-10-19 /pmc/articles/PMC10588110/ /pubmed/37858220 http://dx.doi.org/10.1186/s13148-023-01578-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Costeira, Ricardo
Evangelista, Laila
Wilson, Rory
Yan, Xinyu
Hellbach, Fabian
Sinke, Lucy
Christiansen, Colette
Villicaña, Sergio
Masachs, Olatz M.
Tsai, Pei-Chien
Mangino, Massimo
Menni, Cristina
Berry, Sarah E.
Beekman, Marian
van Heemst, Diana
Slagboom, P. Eline
Heijmans, Bastiaan T.
Suhre, Karsten
Kastenmüller, Gabi
Gieger, Christian
Peters, Annette
Small, Kerrin S.
Linseisen, Jakob
Waldenberger, Melanie
Bell, Jordana T.
Metabolomic biomarkers of habitual B vitamin intakes unveil novel differentially methylated positions in the human epigenome
title Metabolomic biomarkers of habitual B vitamin intakes unveil novel differentially methylated positions in the human epigenome
title_full Metabolomic biomarkers of habitual B vitamin intakes unveil novel differentially methylated positions in the human epigenome
title_fullStr Metabolomic biomarkers of habitual B vitamin intakes unveil novel differentially methylated positions in the human epigenome
title_full_unstemmed Metabolomic biomarkers of habitual B vitamin intakes unveil novel differentially methylated positions in the human epigenome
title_short Metabolomic biomarkers of habitual B vitamin intakes unveil novel differentially methylated positions in the human epigenome
title_sort metabolomic biomarkers of habitual b vitamin intakes unveil novel differentially methylated positions in the human epigenome
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10588110/
https://www.ncbi.nlm.nih.gov/pubmed/37858220
http://dx.doi.org/10.1186/s13148-023-01578-7
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