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Aghagoli G, Sheinkopf SJ, Everson TM, Marsit CJ, Lee H, Burt AA, Carter BS, Helderman JB, Hofheimer JA, McGowan EC, Neal CR, O’Shea TM, Pastyrnak SL, Smith LM, Soliman A, Dansereau LM, DellaGrotta SA, Padbury JF, Lester BM. Epigenome-wide analysis identifies genes and pathways linked to acoustic cry variation in preterm infants. Pediatr Res 2021; 89:1848-1854. [PMID: 32967004 PMCID: PMC7985041 DOI: 10.1038/s41390-020-01172-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Revised: 07/23/2020] [Accepted: 09/01/2020] [Indexed: 01/08/2023]
Abstract
BACKGROUND Preterm birth places infants at higher risk of adverse long-term behavioral and cognitive outcomes. Combining biobehavioral measures and molecular biomarkers may improve tools to predict the risk of long-term developmental delays. METHODS The Neonatal Neurobehavior and Outcomes in Very Preterm Infants study was conducted at nine neonatal intensive care units between April 2014 and June 2016. Cries were recorded and buccal swabs collected during the neurobehavioral exam. Cry episodes were extracted and analyzed using a computer system and the data were summarized using factor analysis. Genomic DNA was extracted from buccal swabs, quantified using the Qubit Fluorometer, and aliquoted into standardized concentrations. DNA methylation was measured with the Illumina MethylationEPIC BeadArray, and an epigenome-wide association study was performed using cry factors (n = 335). RESULTS Eighteen CpGs were associated with the cry factors at genome-wide significance (α = 7.08E - 09). Two CpG sites, one intergenic and one linked to gene TCF3 (important for B and T lymphocyte development), were associated with acoustic measures of cry energy. Increased methylation of TCF3 was associated with a lower energy-related cry factor. We also found that pitch (F0) and hyperpitch (F0 > 1 kHz) were associated with DNA methylation variability at 16 CpG sites. CONCLUSIONS Acoustic cry characteristics are related to variation in DNA methylation in preterm infants. IMPACT Preterm birth is a major public health problem and its long-term impact on health is not well understood. Cry acoustics, related to prematurity, has been linked to a variety of medical conditions. Biobehavioral measures and molecular biomarkers can improve prediction tools for long-term developmental risks of preterm birth. Variation in epigenetic modulation in preterm infants provides a potential link between preterm birth and unfavorable developmental outcomes.
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Affiliation(s)
- Ghazal Aghagoli
- Brown Center for the Study of Children at Risk, Providence, RI,Department of Pediatrics, Warren Alpert Medical School of Brown University, Providence, RI,Department of Pediatrics, Women and Infants Hospital of Rhode Island, Providence, RI
| | - Stephen J. Sheinkopf
- Brown Center for the Study of Children at Risk, Providence, RI,Department of Pediatrics, Warren Alpert Medical School of Brown University, Providence, RI,Department of Pediatrics, Women and Infants Hospital of Rhode Island, Providence, RI,Department of Psychiatry and Human Behavior, Warren Alpert Medical School of Brown University, Providence, RI
| | - Todd M. Everson
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA
| | - Carmen J. Marsit
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA
| | - Hannah Lee
- Brown Center for the Study of Children at Risk, Providence, RI,Department of Pediatrics, Women and Infants Hospital of Rhode Island, Providence, RI
| | - Amber A. Burt
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA
| | - Brian S. Carter
- Department of Pediatrics-Neonatology, Children’s Mercy Hospital, Kansas City, MO
| | | | - Julie A. Hofheimer
- Department of Pediatrics, University of North Carolina School of Medicine, Chapel Hill, NC
| | - Elisabeth C. McGowan
- Brown Center for the Study of Children at Risk, Providence, RI,Department of Pediatrics, Warren Alpert Medical School of Brown University, Providence, RI,Department of Pediatrics, Women and Infants Hospital of Rhode Island, Providence, RI
| | - Charles R. Neal
- Department of Pediatrics, John A. Burns School of Medicine, University of Hawaii, Honolulu, HI
| | - T. Michael O’Shea
- Department of Pediatrics, University of North Carolina School of Medicine, Chapel Hill, NC
| | - Steve L. Pastyrnak
- Department of Pediatrics, Spectrum Health-Helen DeVos Hospital, Grand Rapids, MI
| | - Lynne M Smith
- Department of Pediatrics, Lundquist Institute at Harbor-UCLA Medical Center, Torrance, CA
| | - Antoine Soliman
- Department of Pediatrics, Miller Children’s and Women’s Hospital Long Beach, Long Beach, CA
| | - Lynne M. Dansereau
- Brown Center for the Study of Children at Risk, Providence, RI,Department of Pediatrics, Women and Infants Hospital of Rhode Island, Providence, RI
| | - Sheri A DellaGrotta
- Brown Center for the Study of Children at Risk, Providence, RI,Department of Pediatrics, Women and Infants Hospital of Rhode Island, Providence, RI
| | - James F. Padbury
- Department of Pediatrics, Warren Alpert Medical School of Brown University, Providence, RI,Department of Pediatrics, Women and Infants Hospital of Rhode Island, Providence, RI
| | - Barry M. Lester
- Brown Center for the Study of Children at Risk, Providence, RI,Department of Pediatrics, Warren Alpert Medical School of Brown University, Providence, RI,Department of Pediatrics, Women and Infants Hospital of Rhode Island, Providence, RI,Department of Psychiatry and Human Behavior, Warren Alpert Medical School of Brown University, Providence, RI
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