Epigenome-Wide Analysis of DNA Methylation and Optimism in Women and Men

被引:1
|
作者
Wang, Cuicui [1 ,26 ]
DeMeo, Dawn L. [2 ,3 ]
Kim, Eric S. [4 ,5 ,6 ]
Cardenas, Andres [7 ,8 ,9 ]
Fong, Kelvin C. [1 ,10 ]
Lee, Lewina O. [11 ,12 ]
Spiro, Avron [12 ,13 ]
Whitsel, Eric A. [14 ,15 ,16 ]
Horvath, Steve [17 ,18 ]
Hou, Lifang [19 ]
Baccarelli, Andrea A. [20 ]
Li, Yun [21 ,22 ,23 ]
Stewart, James D. [24 ]
Manson, JoAnn E. [2 ,25 ]
Grodstein, Francine [3 ,25 ]
Kubzansky, Laura D. [4 ,5 ]
Schwartz, Joel D. [1 ,25 ]
机构
[1] Harvard TH Chan Sch Publ Hlth, Dept Environm Hlth, Boston, MA USA
[2] Harvard Med Sch, Brigham & Womens Hosp, Dept Med, Boston, MA USA
[3] Brigham & Womens Hosp, Channing Div Network Med, Boston, MA USA
[4] Harvard TH Chan Sch Publ Hlth, Dept Social & Behav Sci, Boston, MA USA
[5] Harvard TH Chan Sch Publ Hlth, Lee Kum Sheung Ctr Hlth & Happiness, Boston, MA USA
[6] Univ British Columbia, Dept Psychol, Vancouver, BC, Canada
[7] Univ Calif Berkeley, Sch Publ Hlth, Div Environm Hlth Sci, Berkeley, CA USA
[8] Harvard Med Sch, Dept Populat Med, Div Chron Dis Res Lifecourse, Boston, MA USA
[9] Harvard Pilgrim Hlth Care Inst, Boston, MA USA
[10] Yale Univ, Sch Environm, New Haven, CT USA
[11] VA Boston Healthcare Syst, Natl Ctr Posttraumat Stress Disorder, Boston, VA USA
[12] Boston Univ x, Dept Psychiat, Sch Med, Boston, MA USA
[13] Vet Affairs Boston Healthcare Syst, Massachusetts Vet Epidemiol Res & Informat Ctr, Boston, MA USA
[14] Boston Univ, Dept Epidemiol, Sch Publ Hlth, Boston, MA USA
[15] Gillings Sch Global Publ Hlth, Dept Epidemiol, Chapel Hill, NC USA
[16] Univ N Carolina, Sch Med, Dept Med, Chapel Hill, NC USA
[17] Univ Calif Los Angeles, David Geffen Sch Med, Dept Human Genet, Los Angeles, CA USA
[18] Univ Calif Los Angeles, David Geffen Sch Med, Dept Biostat, Los Angeles, CA USA
[19] Northwestern Univ, Northwestern Feinberg Sch Med, Dept Prevent Med, Chicago, IL USA
[20] Columbia Mailman Sch Publ Hlth, Dept Environm Hlth Sci, New York, NY USA
[21] Univ N Carolina, Dept Genet, Chapel Hill, NC USA
[22] Univ N Carolina, Dept Biostat, Chapel Hill, NC USA
[23] Univ N Carolina, Dept Comp Sci, Chapel Hill, NC USA
[24] Univ N Carolina, Dept Epidemiol, Cardiovasc Program, Gillings Sch Global Publ Hlth, Chapel Hill, NC USA
[25] Harvard TH Chan Sch Publ Hlth, Dept Epidemiol, Boston, MA USA
[26] Harvard TH Chan Sch Publ Hlth, West Landmark Ctr, Dept Environm Hlth, 401 Pk Dr, Boston, MA 02215 USA
关键词
optimism; DNA methylation; epigenome-wide association study; mechanism; AA = African American; CHD = coronary heart disease; CpGs = cytosine-phosphate-guanines; DMPs = differentially methylated probes; DMRs = differently methylated regions; DNAm = DNA methylation; EWAS = epigenome-wide association study; NAS = Normative Aging Study; NIDF = number of independent degrees of freedom; PCs = principal components; PSM-R = Revised Optimism-Pessimism Scale; SCZ = schizophrenia; SD = standard deviation; WHI = Women's Health Initiative; CORONARY-HEART-DISEASE; PESSIMISM SCALE; HEALTH; STRESS; SUSCEPTIBILITY; INFLAMMATION; DEPRESSION; BLOOD; MODEL; RISK;
D O I
10.1097/PSY.0000000000001147
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
ObjectiveHigher optimism is associated with reduced mortality and a lower risk of age-related chronic diseases. DNA methylation (DNAm) may provide insight into mechanisms underlying these relationships. We hypothesized that DNAm would differ among older individuals who are more versus less optimistic.MethodsUsing cross-sectional data from two population-based cohorts of women with diverse races/ethnicities (n = 3816) and men (only White, n = 667), we investigated the associations of optimism with epigenome-wide leukocyte DNAm. Random-effects meta-analyses were subsequently used to pool the individual results. Significantly differentially methylated cytosine-phosphate-guanines (CpGs) were identified by the "number of independent degrees of freedom" approach: effective degrees of freedom correction using the number of principal components (PCs), explaining >95% of the variation of the DNAm data (PC-correction). We performed regional analyses using comb-p and pathway analyses using the Ingenuity Pathway Analysis software.ResultsWe found that essentially all CpGs (total probe N = 359,862) were homogeneous across sex and race/ethnicity in the DNAm-optimism association. In the single CpG site analyses based on homogeneous CpGs, we identified 13 significantly differentially methylated probes using PC-correction. We found four significantly differentially methylated regions and two significantly differentially methylated pathways. The annotated genes from the single CpG site and regional analyses are involved in psychiatric disorders, cardiovascular disease, cognitive impairment, and cancer. Identified pathways were related to cancer, and neurodevelopmental and neurodegenerative disorders.ConclusionOur findings provide new insights into possible mechanisms underlying optimism and health.
引用
收藏
页码:89 / 97
页数:9
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