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Developmental Correlates of Epigenetic and Polygenic Indices of Cognition and Educational Attainment from Birth to Young Adulthood

This study demonstrates that an epigenetic index of adult cognitive function (Epigenetic-g) captures distinct genetic and environmental influences on children's cognitive and academic development that are not reflected by polygenic indices, showing plasticity in early childhood before stabilizing in adolescence.

Original authors: Laurel Raffington, Deniz Fraemke, Lena Paulus, Isabel Schuurmans, Jan-Henrik Walter, Darina Czamara, Alicia Schowe, Abby deSteiguer, Peter Tanksley, Aysu Okbay, Bastian Mönkediek, Jana Instinske, Mark
Published 2026-09-10
📖 5 min read🧠 Deep dive

Original authors: Laurel Raffington, Deniz Fraemke, Lena Paulus, Isabel Schuurmans, Jan-Henrik Walter, Darina Czamara, Alicia Schowe, Abby deSteiguer, Peter Tanksley, Aysu Okbay, Bastian Mönkediek, Jana Instinske, Markus Nöthen, Charlotte Dißelkamp, Andreas Forstner, Elisabeth Binder, Christian Kandler, Frank Spinath, Ulman Lindenberger, Margherita Malanchini, Charlotte Cecil, Colter Mitchell, Paige Harden, Elliot Tucker-Drob

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). ⚕️ This is an AI-generated explanation of a preprint that has not been peer-reviewed. It is not medical advice. Do not make health decisions based on this content. Read full disclaimer

Every person carries a biological blueprint in their cells, a set of instructions written in DNA that influences how their mind works and how far they go in school. For decades, scientists have been learning to read this blueprint, finding that the specific sequence of letters in our genes can predict, to a degree, a person's ability to solve puzzles or their likelihood of finishing a university degree. But genes are not the whole story. Life is a long conversation between those inherited instructions and the world a person grows up in. This conversation leaves marks on our biology, chemical tags that sit on top of the DNA and turn genes up or down like a volume knob. These tags, known as DNA methylation, change as we age and as we experience different environments. They offer a glimpse into how our biology adapts to life, but for a long time, it has been unclear how these changing marks relate to the stable genetic code we are born with, or how they shape the development of a child's mind from their first breath to their early twenties.

A team of researchers set out to untangle this relationship by following thousands of children from birth into young adulthood. They looked at two different kinds of biological signals: the static genetic score, which represents the unchangeable DNA sequence, and a new kind of signal called an epigenetic index. This index is a score calculated from the chemical tags on DNA, designed to reflect a person's cognitive potential. The researchers wanted to know if these two signals were saying the same thing, or if they were capturing different parts of the story. They also wanted to see how these signals changed as the children grew older. Did the epigenetic score settle down and become stable, like a fingerprint, or did it keep shifting with every new school year and life experience? Finally, they asked whether these biological markers could predict how a child's thinking skills would improve over time, or if they simply reflected where a child started.

To answer these questions, the scientists combined data from four large studies across the United States, the Netherlands, and Germany. These studies followed children at different ages, measuring their blood or saliva for DNA tags and testing their skills in math, reading, and problem-solving. The researchers found that the genetic score and the epigenetic score were completely independent of each other. A child could have a high genetic score but a low epigenetic score, or vice versa. This was a crucial discovery because it meant the two markers were not just repeating the same information. Instead, they were capturing distinct pieces of the puzzle. The genetic score reflected the inherited potential, while the epigenetic score seemed to capture a mix of genetic influence and unique life experiences that are specific to that individual child.

When the team looked at how these scores changed over time, a clear pattern emerged. The epigenetic score was quite fluid in early childhood, shifting as the children grew. However, by the time the children reached adolescence, the score began to stabilize. It became more consistent, much like a personality trait that settles into place. In contrast, the genetic score, which never changes, showed a different kind of power. Children with higher genetic scores tended to show faster growth in their thinking abilities as they got older. They were also more likely to find themselves in advanced school classes and to seek out learning opportunities at home, suggesting that their genetic makeup helped them shape their own environments. The epigenetic score, however, did not predict this kind of future growth. Instead, it was strongly linked to how well a child performed at a specific moment in time. It seemed to reflect the accumulated result of a child's development up to that point, rather than a predictor of where they were going next.

The researchers also investigated how much of these scores was driven by the family environment versus the child's own unique experiences. They compared twins, looking at pairs who shared the same parents and home, and pairs who were identical and shared the same DNA. They found that while family background did play a role, a significant portion of the variation in the epigenetic score came from factors unique to each child. Even identical twins, who are as genetically similar as two people can be, showed differences in their epigenetic scores, and these differences were linked to differences in their thinking skills. This suggests that the chemical tags on DNA are sensitive to the small, personal experiences that happen to each child, such as unique stressors or specific learning moments, which leave a biological mark that is distinct from their family's influence.

The study concludes that our understanding of human development needs to include both the unchanging genetic code and the changing chemical marks that sit on top of it. While the genetic code sets the stage, the epigenetic marks tell a story of how that stage has been used and modified by life. These marks are not just a passive record of the past; they appear to be a dynamic part of how a child's mind develops, capturing a unique blend of nature and nurture that standard genetic tests miss. As science moves forward, these epigenetic tools may help researchers understand the biological pathways of development with greater precision, revealing how the environment gets under the skin to shape who we become.

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