open access publication

Article, 2024

Prenatal cocaine exposure and its influence on pediatric epigenetic clocks and epigenetic scores in humans

Scientific Reports, ISSN 2045-2322, Volume 14, 1, Page 1946, 10.1038/s41598-024-52433-5

Contributors

Viola, Thiago Wendt 0000-0001-5446-1695 [1] Danzer, Christina [2] Mardini, Victor [3] Szobot, Claudia Maciel [3] Chrusciel, João Henrique 0000-0003-3928-0831 [1] Stertz, Laura 0000-0002-1426-6796 [4] Schmitz, Joy Marie 0000-0002-3561-4614 [4] Walss-Bass, Consuelo 0000-0003-2474-5448 [4] Fries, Gabriel Rodrigo 0000-0002-5468-2612 [4] Grassi-Oliveira, Rodrigo 0000-0001-9911-5921 (Corresponding author) [1] [2]

Affiliations

  1. [1] Pontifical Catholic University of Rio Grande do Sul
  2. [NORA names: Brazil; America, South];
  3. [2] Aarhus University
  4. [NORA names: AU Aarhus University; University; Denmark; Europe, EU; Nordic; OECD];
  5. [3] Clinical Hospital of Porto Alegre, Porto Alegre, RS, Brazil
  6. [NORA names: Brazil; America, South];
  7. [4] The University of Texas Health Science Center at Houston
  8. [NORA names: United States; America, North; OECD]

Abstract

The investigation of the effects of prenatal cocaine exposure (PCE) on offspring has been inconsistent, with few studies investigating biological outcomes in humans. We profiled genome-wide DNA methylation (DNAm) of umbilical cord blood (UCB) from newborns with (n = 35) and without (n = 47) PCE. We used DNAm data to (1) assess pediatric epigenetic clocks at birth and (2) to estimate epigenetic scores (ES) for lifetime disorders. We generated gestational epigenetic age estimates (DNAmGA) based on Knight and Bohlin epigenetic clocks. We also investigated the association between DNAmGA and UCB serum brain-derived neurotrophic factor (BDNF) levels. Considering the large-scale DNAm data availability and existing evidence regarding PCE as a risk for health problems later in life, we generated ES for tobacco smoking, psychosis, autism, diabetes, and obesity. A gene ontology (GO) analysis on the CpGs included in the ES with group differences was performed. PCE was associated with lower DNAmGA in newborns, and this effect remained significant when controlling for potential confounders, such as blood cell type composition predicted by DNAm and obstetric data. DNAmGA was negatively correlated with BDNF levels in the serum of UCB. Higher tobacco smoking, psychosis, and diabetes ES were found in the PCE group. The GO analysis revealed GABAergic synapses as a potential pathway altered by PCE. Our findings of decelerated DNAmGA and ES for adverse phenotypes associated with PCE, suggest that the effects of gestational cocaine exposure on the epigenetic landscape of human newborns are detectable at birth.

Keywords

Bohlin, CpGs, DNA methylation, DNA methylation data, GABAergic synapses, GO analysis, Gene Ontology, Knight, PCE group, age, analysis, association, autism, availability, biological outcomes, birth, blood, blood cell type composition, brain-derived neurotrophic factor, brain-derived neurotrophic factor levels, cell type composition, clock, cocaine exposure, composition, confounding, cord blood, data, data availability, diabetes, differences, disorders, effect, effects of gestational cocaine exposure, effects of prenatal cocaine exposure, epigenetic age, epigenetic clocks, epigenetic landscape, epigenetic score, evidence, exposure, factors, findings, genes, genome-wide DNA methylation, gestational cocaine exposure, group, group differences, health, health problems, high tobacco smoking, human newborns, humans, influence, investigation, levels, life, lifetime, lifetime disorders, methylation, neurotrophic factor, newborns, obesity, obstetric data, offspring, ontology, outcomes, pathway, potential confounders, potential pathways, prenatal cocaine exposure, problem, psychosis, risk, scores, serum, serum brain-derived neurotrophic factor, smoking, study, synapses, tobacco, tobacco smoke, type composition, umbilical cord blood

Funders

  • National Institute on Drug Abuse
  • Coordenação de Aperfeicoamento de Pessoal de Nível Superior
  • National Council for Scientific and Technological Development
  • European Commission

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