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Mouat JS, Krigbaum NY, Hakam S, Thrall E, Kuodza GE, Mellis J, Yasui DH, Cirillo PM, Ludena YJ, Schmidt RJ, La Merrill MA, Hertz-Picciotto I, Cohn BA, LaSalle JM. Sex-specific DNA methylation signatures of autism spectrum disorder from whole genome bisulfite sequencing of newborn blood. Biol Sex Differ 2025; 16:30. [PMID: 40307894 PMCID: PMC12042393 DOI: 10.1186/s13293-025-00712-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2025] [Accepted: 04/15/2025] [Indexed: 05/02/2025] Open
Abstract
BACKGROUND Autism spectrum disorder (ASD) is a group of neurodevelopmental conditions currently diagnosed through behavioral assessments in childhood, though neuropathological changes begin in utero. ASD is more commonly diagnosed in males, a disparity attributed to both biological sex differences and diagnostic biases. Identifying molecular biomarkers, such as DNA methylation signatures, could provide more objective screening for ASD-risk in newborns, allowing for early intervention. Epigenetic dysregulation has been reported in multiple tissues from newborns who are later diagnosed with ASD, but this is the first study to investigate sex-specific DNA methylation signatures for ASD in newborn blood, an accessible and widely banked tissue. METHODS We assayed DNA methylation from newborn blood of ASD and typically developing (TD) individuals (discovery set n = 196, replication set n = 90) using whole genome bisulfite sequencing (WGBS). Sex-stratified differentially methylated regions (DMRs) were assessed for replication, comparisons by sex, overlaps with DMRs from other tissues, and enrichment for biological processes and SFARI ASD-risk genes. RESULTS We found that newborn blood ASD DMRs from both sexes significantly replicated in an independent cohort and were enriched for hypomethylation in ASD compared to TD samples, as well as location in promoters, CpG islands, and CpG island shores. By comparing female to male samples, we found that most sex-associated DMRs in TD individuals were also found in ASD individuals, alongside additional ASD-specific sex differences. Female-specific DMRs were enriched for X chromosomal location. Across both sexes, newborn blood DMRs overlapped significantly with DMRs from umbilical cord blood and placenta but not post-mortem cerebral cortex. DMRs from all tissues were enriched for neurodevelopmental processes (females) and known ASD genes (both sexes). CONCLUSIONS Overall, we identified and replicated a sex-specific DNA methylation signature of ASD in newborn blood that supported the female protective effect and highlighted convergence of epigenetic and genetic signatures of ASD in newborns. Despite the study's limitations, particularly in female sample sizes, our results demonstrate the potential of newborn blood in ASD screening and emphasize the importance of sex-stratification in future studies.
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Affiliation(s)
- Julia S Mouat
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, CA, USA
- Perinatal Origins of Disparities Center, University of California, Davis, CA, USA
- Genome Center, University of California, Davis, CA, USA
- MIND Institute, University of California, Davis, CA, USA
| | - Nickilou Y Krigbaum
- Child Health and Development Studies, Public Health Institute, Berkeley, CA, USA
| | - Sophia Hakam
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, CA, USA
- Perinatal Origins of Disparities Center, University of California, Davis, CA, USA
- Genome Center, University of California, Davis, CA, USA
- MIND Institute, University of California, Davis, CA, USA
| | - Emily Thrall
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, CA, USA
- Perinatal Origins of Disparities Center, University of California, Davis, CA, USA
- Genome Center, University of California, Davis, CA, USA
- MIND Institute, University of California, Davis, CA, USA
| | - George E Kuodza
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, CA, USA
- Perinatal Origins of Disparities Center, University of California, Davis, CA, USA
- Genome Center, University of California, Davis, CA, USA
- MIND Institute, University of California, Davis, CA, USA
| | - Julia Mellis
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, CA, USA
- Perinatal Origins of Disparities Center, University of California, Davis, CA, USA
- Genome Center, University of California, Davis, CA, USA
- MIND Institute, University of California, Davis, CA, USA
| | - Dag H Yasui
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, CA, USA
- Perinatal Origins of Disparities Center, University of California, Davis, CA, USA
- Genome Center, University of California, Davis, CA, USA
- MIND Institute, University of California, Davis, CA, USA
| | - Piera M Cirillo
- Child Health and Development Studies, Public Health Institute, Berkeley, CA, USA
| | - Yunin J Ludena
- MIND Institute, University of California, Davis, CA, USA
- Department of Public Health Sciences, University of California, Davis, CA, USA
| | - Rebecca J Schmidt
- Perinatal Origins of Disparities Center, University of California, Davis, CA, USA
- MIND Institute, University of California, Davis, CA, USA
- Department of Public Health Sciences, University of California, Davis, CA, USA
| | - Michele A La Merrill
- Perinatal Origins of Disparities Center, University of California, Davis, CA, USA
- Genome Center, University of California, Davis, CA, USA
- Department of Environmental Toxicology, University of California, Davis, CA, USA
- Environmental Health Sciences Center, University of California, Davis, CA, USA
| | - Irva Hertz-Picciotto
- Perinatal Origins of Disparities Center, University of California, Davis, CA, USA
- MIND Institute, University of California, Davis, CA, USA
- Department of Public Health Sciences, University of California, Davis, CA, USA
- Environmental Health Sciences Center, University of California, Davis, CA, USA
| | - Barbara A Cohn
- Child Health and Development Studies, Public Health Institute, Berkeley, CA, USA
| | - Janine M LaSalle
- Department of Medical Microbiology and Immunology, School of Medicine, University of California, Davis, CA, USA.
- Perinatal Origins of Disparities Center, University of California, Davis, CA, USA.
- Genome Center, University of California, Davis, CA, USA.
- MIND Institute, University of California, Davis, CA, USA.
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Alberca CD, Papale LA, Madrid A, Alisch RS. Hippocampal and peripheral blood DNA methylation signatures correlate at the gene and pathway level in a mouse model of autism. Hum Mol Genet 2023; 32:3312-3322. [PMID: 37658766 DOI: 10.1093/hmg/ddad137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Revised: 08/02/2023] [Accepted: 08/21/2023] [Indexed: 09/05/2023] Open
Abstract
Autism spectrum disorders (ASD) are polygenic multifactorial disorders influenced by environmental factors. ASD-related differential DNA methylation has been found in human peripheral tissues, such as placenta, paternal sperm, buccal epithelium, and blood. However, these data lack direct comparison of DNA methylation levels with brain tissue from the same individual to determine the extent that peripheral tissues are surrogates for behavior-related disorders. Here, whole genome methylation profiling at all the possible sites throughout the mouse genome (>25 million) from both brain and blood tissues revealed novel insights into the systemic contributions of DNA methylation to ASD. Sixty-six differentially methylated regions (DMRs) share the same genomic coordinates in these two tissues, many of which are linked to risk genes for neurodevelopmental disorders and intellectual disabilities (e.g. Prkch, Ptn, Hcfc1, Mid1, and Nfia). Gene ontological pathways revealed a significant number of common terms between brain and blood (N = 65 terms), and nearly half (30/65) were associated with brain/neuronal development. Furthermore, seven DMR-associated genes among these terms contain methyl-sensitive transcription factor sequence motifs within the DMRs of both tissues; four of them (Cux2, Kcnip2, Fgf13, and Mrtfa) contain the same methyl-sensitive transcription factor binding sequence motifs (HES1/2/5, TBX2 and TFAP2C), suggesting DNA methylation influences the binding of common transcription factors required for gene expression. Together, these findings suggest that peripheral blood is a good surrogate tissue for brain and support that DNA methylation contributes to altered gene regulation in the pathogenesis of ASD.
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Affiliation(s)
- Carolina D Alberca
- Department of Neurological Surgery, University of Wisconsin-Madison School of Medicine and Public Health, 600 Highland Avenue, Madison, WI 53705, United States
| | - Ligia A Papale
- Department of Neurological Surgery, University of Wisconsin-Madison School of Medicine and Public Health, 600 Highland Avenue, Madison, WI 53705, United States
| | - Andy Madrid
- Department of Neurological Surgery, University of Wisconsin-Madison School of Medicine and Public Health, 600 Highland Avenue, Madison, WI 53705, United States
| | - Reid S Alisch
- Department of Neurological Surgery, University of Wisconsin-Madison School of Medicine and Public Health, 600 Highland Avenue, Madison, WI 53705, United States
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