Background The associations between adverse childhood experiences (ACEs) and cardiometabolic biomarkers need to be further studied. Our objective was to investigate whether ACEs are causally associated with cardiometabolic biomarkers using observational study and two-sample Mendelian randomization (MR) analysis. Methods The China Health and Retirement Longitudinal Study (CHARLS) data from 2014 to 2015 was used in the observational study. ACEs were divided into 4 groups (0, 1, 2, and 3 or more) according to whether they had experienced 12 items of negative experiences in childhood. A multilevel model was used to estimate the association between ACEs and each cardiometabolic biomarker. Further, we used two-sample MR to identify their potential causality. Results A total of 11,422 participants (age:45-96) were eligible for the analyses in the observational study. Participants who experienced more ACEs were significantly higher in high-sensitivity C-reactive protein (hs-CRP) and high-density lipoprotein cholesterol (HDL-C) (all P < 0.05). Compared with those without ACE exposure, participants who experienced 3 or more ACEs had significantly lower total cholesterol (P < 0.05). In addition, a stronger association between ACEs and hs-CRP in males, as well as a stronger association between ACEs and HDL-C (P (interaction) = 0.036) in participants with higher education levels were observed. Consistently, in two-sample MR, we observed causal associations between DNA methylation loci and those cardiometabolic biomarkers. Conclusion Our results indicate that ACEs were causally associated with several cardiometabolic biomarkers. Further, adversity-associated DNA methylation loci might reflect buffering mechanisms against childhood adversity, which provides novel insight to the cardiovascular risk interventions.
机构:
Jilin Univ, Sch Nursing, 965 Xinjiang St, Changchun 130021, Jilin, Peoples R China
965 Xinjiang St, Changchun 130021, Jilin, Peoples R ChinaJilin Univ, Sch Nursing, 965 Xinjiang St, Changchun 130021, Jilin, Peoples R China
Zheng, Lishuang
Liu, Peiqi
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, Sch Med, Sir Run Run Shaw Hosp, Hangzhou, Peoples R ChinaJilin Univ, Sch Nursing, 965 Xinjiang St, Changchun 130021, Jilin, Peoples R China
Liu, Peiqi
Li, Xin
论文数: 0引用数: 0
h-index: 0
机构:
Jilin Univ, Sch Nursing, 965 Xinjiang St, Changchun 130021, Jilin, Peoples R China
965 Xinjiang St, Changchun 130021, Jilin, Peoples R ChinaJilin Univ, Sch Nursing, 965 Xinjiang St, Changchun 130021, Jilin, Peoples R China
Li, Xin
Yan, Shoumeng
论文数: 0引用数: 0
h-index: 0
机构:
Jilin Univ, Sch Nursing, 965 Xinjiang St, Changchun 130021, Jilin, Peoples R China
965 Xinjiang St, Changchun 130021, Jilin, Peoples R ChinaJilin Univ, Sch Nursing, 965 Xinjiang St, Changchun 130021, Jilin, Peoples R China
Yan, Shoumeng
Qiu, Yiming
论文数: 0引用数: 0
h-index: 0
机构:
Jilin Univ, Sch Nursing, 965 Xinjiang St, Changchun 130021, Jilin, Peoples R China
965 Xinjiang St, Changchun 130021, Jilin, Peoples R ChinaJilin Univ, Sch Nursing, 965 Xinjiang St, Changchun 130021, Jilin, Peoples R China
Qiu, Yiming
Xu, Yiran
论文数: 0引用数: 0
h-index: 0
机构:
Jilin Univ, Sch Nursing, 965 Xinjiang St, Changchun 130021, Jilin, Peoples R China
965 Xinjiang St, Changchun 130021, Jilin, Peoples R ChinaJilin Univ, Sch Nursing, 965 Xinjiang St, Changchun 130021, Jilin, Peoples R China
Xu, Yiran
Yang, Yali
论文数: 0引用数: 0
h-index: 0
机构:
Jilin Univ, Sch Nursing, 965 Xinjiang St, Changchun 130021, Jilin, Peoples R China
965 Xinjiang St, Changchun 130021, Jilin, Peoples R ChinaJilin Univ, Sch Nursing, 965 Xinjiang St, Changchun 130021, Jilin, Peoples R China
Yang, Yali
Chen, Li
论文数: 0引用数: 0
h-index: 0
机构:
Jilin Univ, Sch Nursing, 965 Xinjiang St, Changchun 130021, Jilin, Peoples R China
Jilin Univ, Coll Basic Med Sci, Dept Pharmacol, Changchun, Peoples R ChinaJilin Univ, Sch Nursing, 965 Xinjiang St, Changchun 130021, Jilin, Peoples R China
Chen, Li
Li, Guichen
论文数: 0引用数: 0
h-index: 0
机构:
Jilin Univ, Sch Nursing, 965 Xinjiang St, Changchun 130021, Jilin, Peoples R ChinaJilin Univ, Sch Nursing, 965 Xinjiang St, Changchun 130021, Jilin, Peoples R China
机构:
St Louis Univ, Sch Med, Dept Family & Community Med, St Louis, MO 63104 USASt Louis Univ, Sch Med, Dept Family & Community Med, St Louis, MO 63104 USA
机构:
Med Coll Wisconsin, Div Gen Internal Med, Dept Med, 8701 Watertown Plank Rd, Milwaukee, WI 53226 USA
Med Coll Wisconsin, Ctr Adv Populat Sci CAPS, 8701 Watertown Plank Rd, Milwaukee, WI 53226 USAMed Coll Wisconsin, Div Gen Internal Med, Dept Med, 8701 Watertown Plank Rd, Milwaukee, WI 53226 USA
Campbell, J. A.
Walker, R. J.
论文数: 0引用数: 0
h-index: 0
机构:
Med Coll Wisconsin, Div Gen Internal Med, Dept Med, 8701 Watertown Plank Rd, Milwaukee, WI 53226 USA
Med Coll Wisconsin, Ctr Adv Populat Sci CAPS, 8701 Watertown Plank Rd, Milwaukee, WI 53226 USAMed Coll Wisconsin, Div Gen Internal Med, Dept Med, 8701 Watertown Plank Rd, Milwaukee, WI 53226 USA
Walker, R. J.
Garacci, E.
论文数: 0引用数: 0
h-index: 0
机构:
Med Coll Wisconsin, Ctr Adv Populat Sci CAPS, 8701 Watertown Plank Rd, Milwaukee, WI 53226 USAMed Coll Wisconsin, Div Gen Internal Med, Dept Med, 8701 Watertown Plank Rd, Milwaukee, WI 53226 USA
Garacci, E.
Dawson, A. Z.
论文数: 0引用数: 0
h-index: 0
机构:
Med Coll Wisconsin, Div Gen Internal Med, Dept Med, 8701 Watertown Plank Rd, Milwaukee, WI 53226 USA
Med Coll Wisconsin, Ctr Adv Populat Sci CAPS, 8701 Watertown Plank Rd, Milwaukee, WI 53226 USAMed Coll Wisconsin, Div Gen Internal Med, Dept Med, 8701 Watertown Plank Rd, Milwaukee, WI 53226 USA
Dawson, A. Z.
Williams, J. S.
论文数: 0引用数: 0
h-index: 0
机构:
Med Coll Wisconsin, Div Gen Internal Med, Dept Med, 8701 Watertown Plank Rd, Milwaukee, WI 53226 USA
Med Coll Wisconsin, Ctr Adv Populat Sci CAPS, 8701 Watertown Plank Rd, Milwaukee, WI 53226 USAMed Coll Wisconsin, Div Gen Internal Med, Dept Med, 8701 Watertown Plank Rd, Milwaukee, WI 53226 USA
Williams, J. S.
Egede, L. E.
论文数: 0引用数: 0
h-index: 0
机构:
Med Coll Wisconsin, Div Gen Internal Med, Dept Med, 8701 Watertown Plank Rd, Milwaukee, WI 53226 USA
Med Coll Wisconsin, Ctr Adv Populat Sci CAPS, 8701 Watertown Plank Rd, Milwaukee, WI 53226 USAMed Coll Wisconsin, Div Gen Internal Med, Dept Med, 8701 Watertown Plank Rd, Milwaukee, WI 53226 USA
机构:
Intermt Healthcare, Salt Lake City, UT USAIntermt Healthcare, Salt Lake City, UT USA
Montague, Rachel
Canning, Sarah Elise
论文数: 0引用数: 0
h-index: 0
机构:
Univ Utah, Dept Family & Prevent Med, Salt Lake City, UT USAIntermt Healthcare, Salt Lake City, UT USA
Canning, Sarah Elise
Thielking, Paul
论文数: 0引用数: 0
h-index: 0
机构:
Novamind, Toronto, ON, Canada
Cedarpsychiatry, Murray, UT USAIntermt Healthcare, Salt Lake City, UT USA
Thielking, Paul
Qeadan, Fares
论文数: 0引用数: 0
h-index: 0
机构:
Loyola Univ Chicago, Parkinson Sch Hlth Sci & Publ Hlth, Maywood, IL USA
Loyola Univ Chicago, Parkinson Sch Hlth Sci & Publ Hlth, 2160 S 1st Ave, Maywood, IL 60153 USAIntermt Healthcare, Salt Lake City, UT USA
机构:
Univ Texas Hlth Sci Ctr Houston, Dept Management Policy & Community Hlth, 7411 John Smith Dr 1100, San Antonio, TX 78229 USAUniv Texas Hlth Sci Ctr Houston, Dept Management Policy & Community Hlth, 7411 John Smith Dr 1100, San Antonio, TX 78229 USA
Testa, Alexander
Zhang, Lixia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Louisville, Louisville, KY USAUniv Texas Hlth Sci Ctr Houston, Dept Management Policy & Community Hlth, 7411 John Smith Dr 1100, San Antonio, TX 78229 USA
Zhang, Lixia
Jackson, Dylan B.
论文数: 0引用数: 0
h-index: 0
机构:
Johns Hopkins Bloomberg Sch Publ Hlth, Baltimore, MD USAUniv Texas Hlth Sci Ctr Houston, Dept Management Policy & Community Hlth, 7411 John Smith Dr 1100, San Antonio, TX 78229 USA
Jackson, Dylan B.
Ganson, Kyle T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Toronto, ON, CanadaUniv Texas Hlth Sci Ctr Houston, Dept Management Policy & Community Hlth, 7411 John Smith Dr 1100, San Antonio, TX 78229 USA
Ganson, Kyle T.
Raney, Julia H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, San Francisco, CA USAUniv Texas Hlth Sci Ctr Houston, Dept Management Policy & Community Hlth, 7411 John Smith Dr 1100, San Antonio, TX 78229 USA
Raney, Julia H.
Nagata, Jason M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, San Francisco, CA USAUniv Texas Hlth Sci Ctr Houston, Dept Management Policy & Community Hlth, 7411 John Smith Dr 1100, San Antonio, TX 78229 USA