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Schizophrenia polygenic scores associate with neonatal DNAm at 246 loci in cord blood samplesCord blood markers linked to risk of autism and schizophrenia

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Key Takeaway
Note that Schizophrenia genetic risk is detectable in cord blood DNAm at 246 loci, while ASD and ADHD signals are distinct.

This meta-analysis investigated the relationship between polygenic scores (PGSs) for three major neurodevelopmental conditions (NDCs)—Autism Spectrum Disorder (ASD), Attention Deficit Hyperactivity Disorder (ADHD), and Schizophrenia (SCZ)—and neonatal DNA methylation (DNAm) patterns. The study utilized data from a general population sample consisting of 4 European population-based cohorts, totaling 5802 individuals. The primary objective was to determine if genetic susceptibility to these conditions is reflected in cord blood DNAm profiles.

The analysis focused on the association between specific PGS and neonatal DNAm. For Schizophrenia (SCZ), the study identified a significant association with neonatal DNAm at 246 loci, with a reported p-value of less than 9 x 10^-5. In contrast, for Autism Spectrum Disorder (ASD), only 8 loci were identified mapping to FDFT1 and MFHAS1. For Attention Deficit Hyperactivity Disorder (ADHD), no associations between the PGS and neonatal DNAm were identified.

Secondary outcomes included the analysis of DNAm signal overlap across the different conditions. The results indicated that these signals were largely distinct, with 130-166 differentially methylated regions detected across the various PGSs. Furthermore, the study examined whether adding neonatal DNAm to genetic prediction models would improve the prediction of developmental outcomes. The inclusion of neonatal DNAm in these models was found to nominally increase the explained variance for several cognitive and motor outcomes.

Safety and tolerability data were not reported as this was an observational meta-analysis involving biological samples rather than a clinical intervention trial. No adverse events or discontinuations were recorded.

These findings contribute to the understanding of early biomarkers for neurodevelopmental conditions. While the study confirms that genetic susceptibility to SCZ is detectable in cord blood DNAm, the distinct nature of the signals suggests specific epigenetic pathways may be involved in different disorders. The nominal increase in variance for cognitive and motor outcomes suggests that while neonatal DNAm provides additional information, its predictive power currently remains modest.

Methodological limitations were not specifically detailed, but the use of 'nominally' to describe increased variance indicates that these improvements may not reach high levels of statistical significance or clinical magnitude. The study is observational; therefore, no causal link between DNAm and the development of these conditions can be established from this data alone.

Clinically, these results suggest that cord blood DNAm could potentially serve as a biological marker for genetic susceptibility to disorders like Schizophrenia in the general population. However, because the outcomes were only nominally improved by the inclusion of DNAm in prediction models, the immediate utility for individual clinical diagnosis is not yet established. Further research is required to determine if these specific loci can be used reliably in clinical settings or if they represent broader biological trends.

Several questions remain unanswered regarding the functional significance of the 246 loci associated with SCZ and the 8 loci associated with ASD. It is also unclear how these findings translate into early intervention strategies for children at risk for neurodevelopmental conditions.

How this fits prior evidence

How this fits prior evidence: This finding addresses a gap in identifying early biological markers for neurodevelopmental conditions. While previous reports have focused on environmental factors, such as prenatal phthalate exposure being associated with subtle increases in autistic traits, this study focuses on the intersection of genetic susceptibility and neonatal DNAm patterns.

For parents and families of children with neurodevelopmental conditions, the journey often begins with a search for answers. Conditions like Autism Spectrum Disorder (ASD), Attention Deficit Hyperactivity Disorder (ADHD), and Schizophrenia (SCZ) affect how the brain develops and functions. Because these conditions are complex, finding clear markers early in life is a major goal for researchers who want to understand how genetics and environment interact from the very start of life.

To explore this, researchers looked at data from over 5,800 people across four different groups in Europe. They used something called polygenic scores (PGS). Think of these as a way to measure a person's genetic risk for a condition based on many different genes working together. They compared these genetic scores against patterns found in cord blood DNA methylation. Methylation is a chemical change that happens to DNA; it acts like a switch that can turn genes on or off. By looking at these two things together, they hoped to see if the physical state of the DNA in newborns could reflect their underlying genetic risks.

The results showed some clear patterns. For schizophrenia, researchers found an association between genetic risk and cord blood markers at 246 different locations. For autism, they identified 8 specific locations linked to the condition. Interestingly, no such link was found for ADHD in this study. The researchers also found that the signals for these conditions were mostly distinct from one another, meaning the biological markers for autism and schizophrenia appeared to be different.

When the researchers added these cord blood measurements into models used to predict developmental outcomes, they saw a small increase in how much of the variation in cognitive and motor skills could be explained. However, it is important to note that this increase was described as nominal. This means the improvement was small and might not be large enough to be considered a major change in prediction accuracy. It is important for families to keep these findings in perspective. While the study shows that certain markers are present in cord blood, it does not mean a diagnosis can be made from a single test. The results show an association with genetic risk, not a guarantee of a future condition. Because this was a large-scale analysis of many people, it provides a helpful map for scientists to study further, but it is not yet a tool for individual clinical use. For now, these findings offer a deeper look into how early life biology relates to long-term health.

What this means for you:
Cord blood DNA patterns show links to genetic risks for autism and schizophrenia, but they are not diagnostic tools.

Study Details

Study typeMeta analysis
Sample sizen = 5,802
EvidenceLevel 1
Follow-up168.0 mo
PublishedAug 2026
View Original Abstract ↓
BACKGROUND: Autism spectrum disorder (ASD), attention-deficit/hyperactivity disorder (ADHD), and schizophrenia (SCZ) are highly heritable and linked to disruptions in fetal neurodevelopment. Epigenetic processes, such as DNA methylation (DNAm), are considered a key pathway of interest. However, it is unclear whether 1) genetic susceptibility to neurodevelopmental conditions (NDCs) is associated with DNAm patterns already at birth, 2) DNAm patterns are unique or shared across conditions, and 3) neonatal DNAm patterns can be leveraged to enhance genetic prediction of neurodevelopmental outcomes. METHODS: We conducted epigenome-wide meta-analyses of genetic susceptibility to ASD, ADHD, and SCZ (measured with polygenic scores [PGSs]) and cord blood DNAm in 4 European population-based cohorts (n = 5802; 50.2% female). We estimated DNAm pattern overlap between PGSs using heterogeneity statistics. Furthermore, we built methylation profile scores for each PGS to test incremental variance explained over genetic data alone in 130 developmental outcomes from birth to 14 years. RESULTS: In probe-level analyses, the SCZ PGS was associated with neonatal DNAm at 246 loci (p < 9 × 10), predominantly in the major histocompatibility complex, supporting an early-origins perspective on SCZ. Functional characterization confirmed strong genetic effects, blood-brain concordance, and enrichment for immune-related pathways. Eight loci were identified for the ASD PGS (mapping to FDFT1 and MFHAS1) and none for the ADHD PGS. Differentially methylated regions were detected across PGSs (130-166 regions). Overall, DNAm signals were largely distinct between conditions. Incorporating neonatal DNAm data in genetic prediction models nominally increased the explained variance for several cognitive and motor outcomes. CONCLUSIONS: Genetic susceptibility to NDCs, particularly SCZ, is detectable in cord blood DNAm in the general population.
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