Methylation patterns associated with C-reactive protein in racially and ethnically diverse populations

被引:1
|
作者
Lundin, Jessica I. [1 ]
Peters, Ulrike [1 ]
Hu, Yao [1 ]
Ammous, Farah [2 ]
Avery, Christy L. [3 ]
Benjamin, Emelia J. [4 ]
Bis, Joshua C. [5 ]
Brody, Jennifer A. [5 ]
Carlson, Chris [1 ]
Cushman, Mary [6 ]
Gignoux, Chris [7 ]
Guo, Xiuqing [8 ]
Haessler, Jeff [1 ]
Haiman, Chris [9 ]
Joehanes, Roby [10 ]
Kasela, Silva [11 ]
Kenny, Eimear [12 ]
Lapalainien, Tuuli [11 ]
Levy, Daniel [10 ]
Liu, Chunyu [13 ]
Liu, Yongmei
Loos, Ruth J. F. [12 ]
Lu, Ake [15 ]
Matise, Tara [14 ,16 ]
North, Kari E. [3 ]
Park, Sungshim L. [17 ]
Ratliff, Scott M. [2 ]
Reiner, Alex
Rich, Stephen S.
Rotter, Jerome I.
Smith, Jennifer A. [18 ,19 ]
Sotoodehnia, Nona [20 ]
Tracy, Russell [21 ]
Van den Berg, David
Xu, Huichun [22 ]
Ye, Ting [23 ]
Zhao, Wei [19 ]
Raffield, Laura M.
Kooperberg, Charles [1 ]
机构
[1] Fred Hutchinson Canc Ctr, Div Publ Hlth Sci, 1100 Fairview Ave N,M2-B500, Seattle, WA 98109 USA
[2] Univ Michigan, Sch Publ Hlth, Dept Epidemiol, Ann Arbor, MI USA
[3] Univ N Carolina, Dept Genet, Chapel Hill, NC USA
[4] Boston Univ, Chobanian & Avedisian Sch Med, Boston Med Ctr, Sch Publ Hlth, Boston, MA USA
[5] Univ Washington, Dept Med, Cardiovasc Hlth Res Unit, Seattle, WA USA
[6] Univ Vermont, Larner Coll Med, Dept Med, Burlington, VT USA
[7] Univ Colorado, Interdisciplinary Quantitat Biol, Boulder, CO USA
[8] Harbor UCLA Med Ctr, Inst Translat Genom & Populat Sci, Lundquist Inst Biomed Innovat, Dept Pediat, Torrance, CA USA
[9] Univ Southern Calif, Keck Sch Med, Dept Environm Med & Publ Hlth, Los Angeles, CA USA
[10] NHLBI, Populat Sci Branch, NIH, Bethesda, MD USA
[11] Boston Univ, Dept Biostat, Sch Publ Hlth, Boston, MA USA
[12] Duke Univ, Duke Mol Physiol Inst, Durham, NC USA
[13] Univ Calif LA, Dept Human Genet, Los Angeles, CA USA
[14] Rutgers State Univ, Dept Genet, New Brunswick, NJ USA
[15] Univ Hawaii, Epidemiol Program, Canc Ctr, Honolulu, HI USA
[16] Univ Washington, Dept Epidemiol, Seattle, WA USA
[17] Univ Virginia, Ctr Publ Hlth Genom, Charlottesville, VA USA
[18] Univ Michigan, Dept Epidemiol, Sch Publ Hlth, Ann Arbor, MI USA
[19] Univ Michigan, Survey Res Ctr, Inst Social Res, Ann Arbor, MI USA
[20] Harborview Med Ctr, Cardiovasc Hlth Res Unit, Seattle, WA USA
[21] Univ Vermont, Dept Biochem, Burlington, VT USA
[22] Univ Maryland, Dept Med, Div Endocrinol Diabet & Nutr, Sch Med, Baltimore, MD USA
[23] Univ Washington, Sch Publ Hlth, Dept Biostat, Seattle, WA USA
基金
美国国家卫生研究院;
关键词
Inflammation; C-reactive protein; methylation; epigenetics; EWAS; racial and ethnic diversity; Mendelian randomization; causal pathway; MENDELIAN RANDOMIZATION ANALYSIS; DNA METHYLATION; CAUSAL INFERENCE; R PACKAGE; MARKERS; INFLAMMATION; GENE; METAANALYSIS; ACTIVATION; PATHWAYS;
D O I
10.1080/15592294.2024.2333668
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Systemic low-grade inflammation is a feature of chronic disease. C-reactive protein (CRP) is a common biomarker of inflammation and used as an indicator of disease risk; however, the role of inflammation in disease is not completely understood. Methylation is an epigenetic modification in the DNA which plays a pivotal role in gene expression. In this study we evaluated differential DNA methylation patterns associated with blood CRP level to elucidate biological pathways and genetic regulatory mechanisms to improve the understanding of chronic inflammation. The racially and ethnically diverse participants in this study were included as 50% White, 41% Black or African American, 7% Hispanic or Latino/a, and 2% Native Hawaiian, Asian American, American Indian, or Alaska Native (total n = 13,433) individuals. We replicated 113 CpG sites from 87 unique loci, of which five were novel (CADM3, NALCN, NLRC5, ZNF792, and cg03282312), across a discovery set of 1,150 CpG sites associated with CRP level (p < 1.2E-7). The downstream pathways affected by DNA methylation included the identification of IFI16 and IRF7 CpG-gene transcript pairs which contributed to the innate immune response gene enrichment pathway along with NLRC5, NOD2, and AIM2. Gene enrichment analysis also identified the nuclear factor-kappaB transcription pathway. Using two-sample Mendelian randomization (MR) we inferred methylation at three CpG sites as causal for CRP levels using both White and Black or African American MR instrument variables. Overall, we identified novel CpG sites and gene transcripts that could be valuable in
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页数:19
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