Prenatal and childhood lead exposure is prospectively associated with biological markers of aging in adolescence

被引:4
作者
Halabicky, O. M. [1 ]
Tellez-Rojo, M. M. [2 ]
Goodrich, J. M. [3 ]
Dolinoy, D. C. [1 ,3 ]
Mercado-Garcia, A. [2 ]
Hu, H. [4 ]
Peterson, K. E. [1 ]
机构
[1] Univ Michigan, Sch Publ Hlth, Dept Nutr Sci, Ann Arbor, MI 48109 USA
[2] Natl Inst Publ Hlth, Ctr Nutr & Hlth Res, Cuernavaca, Morelos, Mexico
[3] Univ Michigan, Sch Publ Hlth, Dept Environm Hlth Sci, Ann Arbor, MI 48109 USA
[4] Univ Southern Calif, Keck Sch Med, Dept Populat & Publ Hlth Sci, Los Angeles, CA USA
关键词
Lead exposure; Child development; Biological age; Epigenetic clock; DNA METHYLATION; EPIGENETIC CLOCK; TELOMERE LENGTH; AGE; CHILDREN; NEWBORNS; DISEASE;
D O I
10.1016/j.scitotenv.2023.169757
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Few studies have related early life lead exposure to adolescent biological aging, a period characterized by marked increases in maturational tempo. We examined associations between prenatal and childhood lead exposure and adolescent biological age (mean 14.5 years) utilizing multiple epigenetic clocks including: intrinsic (IEAA), extrinsic (EEAA), Horvath, Hannum, PhenoAge, GrimAge, Skin-Blood, Wu, PedBE, as well as DNA methylation derived telomere length (DNAmTL). Epigenetic clocks and DNAmTL were calculated via adolescent blood DNA methylation measured by Infinium MethylationEPIC BeadChips. We constructed general linear models (GLMs) with individual lead measures predicting biological age. We additionally examined sex-stratified models and lead by sex interactions, adjusting for adolescent age and lead levels, maternal smoking and education, and proportion of cell types. We also estimated effects of lead exposure on biological age using generalized estimating equations (GEE). First trimester blood lead was positively associated with a 0.14 increase in EEAA age in the GLMs though not the GEE models (95%CI 0.03, 0.25). First and 2nd trimester blood lead levels were associated with a 0.02 year increase in PedBE age in GLM and GEE models (1st trimester, 95%CI 0.004, 0.03; 2nd trimester, 95%CI 0.01, 0.03). Third trimester and 24 month blood lead levels were associated with a -0.06 and -0.05 decrease in Skin-Blood age, respectively, in GLM models. Additionally, 3rd trimester blood lead levels were associated with a 0.08 year decrease in Hannum age in GLM and GEE models (95%CI -0.15, -0.01). There were multiple significant results in sex-stratified models and significant lead by sex interactions, where males experienced accelerated biological age, compared to females who saw a decelerated biological age, with respect to IEAA, EEAA, Horvath, Hannum, and PedBE clocks. Further research is needed to understand sex-specific relationships between lead exposure and measures of biological aging in adolescence and the trajectory of biological aging into young adulthood.
引用
收藏
页数:12
相关论文
共 80 条
  • [1] A new blood based epigenetic age predictor for adolescents and young adults
    Aanes, Havard
    Bleka, Oyvind
    Dahlberg, Pal Skage
    Carm, Kristina Totland
    Lehtimaki, Terho
    Raitakari, Olli
    Kahonen, Mika
    Hurme, Mikko
    Rolseth, Veslemoy
    [J]. SCIENTIFIC REPORTS, 2023, 13 (01)
  • [2] [Anonymous], 2010, Guidelines for the Identification and Management of Lead Exposure in Pregnant and Lactating Women
  • [3] Blood lead levels ≤ 10 micrograms/deciliter and executive functioning across childhood development: A systematic review
    Arnold, Olivia M.
    Liu, Jianghong
    [J]. NEUROTOXICOLOGY AND TERATOLOGY, 2020, 80
  • [4] Minfi: a flexible and comprehensive Bioconductor package for the analysis of Infinium DNA methylation microarrays
    Aryee, Martin J.
    Jaffe, Andrew E.
    Corrada-Bravo, Hector
    Ladd-Acosta, Christine
    Feinberg, Andrew P.
    Hansen, Kasper D.
    Irizarry, Rafael A.
    [J]. BIOINFORMATICS, 2014, 30 (10) : 1363 - 1369
  • [5] DNA methylation aging clocks: challenges and recommendations
    Bell, Christopher G.
    Lowe, Robert
    Adams, Peter D.
    Baccarelli, Andrea A.
    Beck, Stephan
    Bell, Jordana T.
    Christensen, Brock C.
    Gladyshev, Vadim N.
    Heijmans, Bastiaan T.
    Horvath, Steve
    Ideker, Trey
    Issa, Jean-Pierre J.
    Kelsey, Karl T.
    Marioni, Riccardo E.
    Reik, Wolf
    Relton, Caroline L.
    Schalkwyk, Leonard C.
    Teschendorff, Andrew E.
    Wagner, Wolfgang
    Zhang, Kang
    Rakyan, Vardhman K.
    [J]. GENOME BIOLOGY, 2019, 20 (01)
  • [6] Faster ticking rate of the epigenetic clock is associated with faster pubertal development in girls
    Binder, Alexandra M.
    Corvalan, Camila
    Mericq, Veronica
    Pereira, Ana
    Santos, Jose Luis
    Horvath, Steve
    Shepherd, John
    Michels, Karin B.
    [J]. EPIGENETICS, 2018, 13 (01) : 85 - 94
  • [7] Sex-specific and generational effects of alcohol and tobacco use on epigenetic age acceleration in the Michigan longitudinal study
    Carter, Amir
    Bares, Cristina
    Lin, Lisha
    Reed, Beth Glover
    Bowden, Marjorie
    Zucker, Robert A.
    Zhao, Wei
    Smith, Jennifer A.
    Becker, Jill B.
    [J]. DRUG AND ALCOHOL DEPENDENCE REPORTS, 2022, 4
  • [8] Decreased brain volume in adults with childhood lead exposure
    Cecil, Kim M.
    Brubaker, Christopher J.
    Adler, Caleb M.
    Dietrich, Kim N.
    Altaye, Mekibib
    Egelhoff, John C.
    Wessel, Stephanie
    Elangovan, Ilayaraja
    Hornung, Richard
    Jarvis, Kelly
    Lanphear, Bruce P.
    [J]. PLOS MEDICINE, 2008, 5 (05) : 741 - 750
  • [9] Centers for Disease Control and Prevention, 2022, SOURC LEAD EXP
  • [10] DNA methylation-based measures of biological age: meta-analysis predicting time to death
    Chen, Brian H.
    Marioni, Riccardo E.
    Colicino, Elena
    Peters, Marjolein J.
    Ward-Caviness, Cavin K.
    Tsai, Pei-Chien
    Roetker, Nicholas S.
    Just, Allan C.
    Demerath, Ellen W.
    Guan, Weihua
    Bressler, Jan
    Fornage, Myriam
    Studenski, Stephanie
    Vandiver, Amy R.
    Moore, Ann Zenobia
    Tanaka, Toshiko
    Kiel, Douglas P.
    Liang, Liming
    Vokonas, Pantel
    Schwartz, Joel
    Lunetta, Kathryn L.
    Murabito, Joanne M.
    Bandinelli, Stefania
    Hernandez, Dena G.
    Melzer, David
    Nalls, Michael
    Pilling, Luke C.
    Price, Timothy R.
    Singleton, Andrew B.
    Gieger, Christian
    Holle, Rolf
    Kretschmer, Anja
    Kronenberg, Florian
    Kunze, Sonja
    Linseisen, Jakob
    Meisinger, Christine
    Rathmann, Wolfgang
    Waldenberger, Melanie
    Visscher, Peter M.
    Shah, Sonia
    Wray, Naomi R.
    McRae, Allan F.
    Franco, Oscar H.
    Hofman, Albert
    Uitterlinden, Andre G.
    Absher, Devin
    Assimes, Themistocles
    Levine, Morgan E.
    Lu, Ake T.
    Tsao, Philip S.
    [J]. AGING-US, 2016, 8 (09): : 1844 - 1865