Literature DB >> 33661917

Multi-omic analysis of stroke recurrence in African Americans from the Vitamin Intervention for Stroke Prevention (VISP) clinical trial.

Nicole M Davis Armstrong1, Kelsey J Spragley1, Wei-Min Chen2,3, Fang-Chi Hsu4, Michael S Brewer1, Patrick J Horn1, Stephen R Williams5, Michèle M Sale2,3, Bradford B Worrall3,5, Keith L Keene1,6.   

Abstract

African Americans endure a nearly two-fold greater risk of suffering a stroke and are 2-3 times more likely to die from stroke compared to those of European ancestry. African Americans also have a greater risk of recurrent stroke and vascular events, which are deadlier and more disabling than incident stroke. Stroke is a multifactorial disease with both heritable and environmental risk factors. We conducted an integrative, multi-omic study on 922 plasma metabolites, 473,864 DNA methylation loci, and 556 variants from 50 African American participants of the Vitamin Intervention for Stroke Prevention clinical trial to help elucidate biomarkers contributing to recurrent stroke rates in this high risk population. Sixteen metabolites, including cotinine, N-delta-acetylornithine, and sphingomyelin (d17:1/24:1) were identified in t-tests of recurrent stroke outcome or baseline smoking status. Serum tricosanoyl sphingomyelin (d18:1/23:0) levels were significantly associated with recurrent stroke after adjusting for covariates in Cox Proportional Hazards models. Weighted Gene Co-expression Network Analysis identified moderate correlations between sphingolipid markers and clinical traits including days to recurrent stroke. Integrative analyses between genetic variants in sphingolipid pathway genes identified 29 nominal associations with metabolite levels in a one-way analysis of variance, while epigenomic analyses identified xenobiotics, predominately smoking-associated metabolites and pharmaceutical drugs, associated with methylation profiles. Taken together, our results suggest that metabolites, specifically those associated with sphingolipid metabolism, are potential plasma biomarkers for stroke recurrence in African Americans. Furthermore, genetic variation and DNA methylation may play a role in the regulation of these metabolites.

Entities:  

Year:  2021        PMID: 33661917      PMCID: PMC7932724          DOI: 10.1371/journal.pone.0247257

Source DB:  PubMed          Journal:  PLoS One        ISSN: 1932-6203            Impact factor:   3.240


  36 in total

Review 1.  Gamma-glutamyl transferase and cardiovascular disease.

Authors:  Gjin Ndrepepa; Adnan Kastrati
Journal:  Ann Transl Med       Date:  2016-12

2.  Vitamin intervention for stroke prevention.

Authors:  James F Toole
Journal:  J Neurol Sci       Date:  2002-11-15       Impact factor: 3.181

3.  A metabonomic approach applied to predict patients with cerebral infarction.

Authors:  Zhiting Jiang; Jingbo Sun; Qionglin Liang; Yefeng Cai; Shasha Li; Yan Huang; Yiming Wang; Guoan Luo
Journal:  Talanta       Date:  2011-01-15       Impact factor: 6.057

Review 4.  Aetiological blood biomarkers of ischaemic stroke.

Authors:  Julian Sonderer; Mira Katan Kahles
Journal:  Swiss Med Wkly       Date:  2015-05-29       Impact factor: 2.193

Review 5.  Sphingolipids in cardiovascular diseases and metabolic disorders.

Authors:  Sonia Borodzicz; Katarzyna Czarzasta; Marek Kuch; Agnieszka Cudnoch-Jedrzejewska
Journal:  Lipids Health Dis       Date:  2015-06-16       Impact factor: 3.876

6.  Genome-wide meta-analysis of homocysteine and methionine metabolism identifies five one carbon metabolism loci and a novel association of ALDH1L1 with ischemic stroke.

Authors:  Stephen R Williams; Qiong Yang; Fang Chen; Xuan Liu; Keith L Keene; Paul Jacques; Wei-Min Chen; Galit Weinstein; Fang-Chi Hsu; Alexa Beiser; Liewei Wang; Ebony Bookman; Kimberly F Doheny; Philip A Wolf; Michelle Zilka; Jacob Selhub; Sarah Nelson; Stephanie M Gogarten; Bradford B Worrall; Sudha Seshadri; Michèle M Sale
Journal:  PLoS Genet       Date:  2014-03-20       Impact factor: 5.917

7.  Adipocyte Hypoxia-Inducible Factor 2α Suppresses Atherosclerosis by Promoting Adipose Ceramide Catabolism.

Authors:  Xingzhong Zhang; Yangming Zhang; Pengcheng Wang; Song-Yang Zhang; Yongqiang Dong; Guangyi Zeng; Yu Yan; Lulu Sun; Qing Wu; Huiying Liu; Bo Liu; Wei Kong; Xian Wang; Changtao Jiang
Journal:  Cell Metab       Date:  2019-10-24       Impact factor: 27.287

8.  DNA methylation arrays as surrogate measures of cell mixture distribution.

Authors:  Eugene Andres Houseman; William P Accomando; Devin C Koestler; Brock C Christensen; Carmen J Marsit; Heather H Nelson; John K Wiencke; Karl T Kelsey
Journal:  BMC Bioinformatics       Date:  2012-05-08       Impact factor: 3.169

9.  WGCNA: an R package for weighted correlation network analysis.

Authors:  Peter Langfelder; Steve Horvath
Journal:  BMC Bioinformatics       Date:  2008-12-29       Impact factor: 3.169

10.  The harmonizome: a collection of processed datasets gathered to serve and mine knowledge about genes and proteins.

Authors:  Andrew D Rouillard; Gregory W Gundersen; Nicolas F Fernandez; Zichen Wang; Caroline D Monteiro; Michael G McDermott; Avi Ma'ayan
Journal:  Database (Oxford)       Date:  2016-07-03       Impact factor: 3.451

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