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Neuroticism and cognitive ability partially account for genetic overlap across major psychiatric disorders

This study demonstrates that transdiagnostic biobehavioral traits, specifically neuroticism and cognitive ability, partially explain the genetic overlap among nine major psychiatric disorders, with educational attainment showing the broadest contribution and neuroticism subtypes like "worry" significantly reducing specific disorder correlations.

Original authors: Gemma Cadby, Johanna C. Badcock, Susie Hincks, Nina S. McCarthy

Published 2026-10-19
📖 5 min read🧠 Deep dive

Original authors: Gemma Cadby, Johanna C. Badcock, Susie Hincks, Nina S. McCarthy

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 ⚕️ This is an AI-generated explanation of a preprint that has not been peer-reviewed.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

The human mind is a landscape of immense complexity, where distinct conditions like depression, anxiety, and schizophrenia often appear as separate islands. Yet, for decades, scientists have known these islands are connected by deep, hidden bridges. People with one of these conditions frequently experience others, and genetic studies have revealed that the same DNA variations often contribute to multiple disorders. This shared genetic risk suggests that these illnesses are not entirely separate entities but are instead linked by common biological threads. However, knowing that these connections exist is different from understanding what they are made of. The question that has long puzzled researchers is whether this genetic overlap is simply a coincidence of shared symptoms, or if it stems from deeper, underlying traits that influence the brain in broad ways. Two such traits have long been suspected of playing a central role: neuroticism, a personality tendency toward negative emotions like worry and sadness, and cognitive ability, the brain's capacity for reasoning and learning. These are not just fleeting moods or temporary skills; they are stable, heritable characteristics that shape how a person experiences the world and interacts with it.

A team of researchers set out to map the precise role these two traits play in the genetic web connecting major psychiatric disorders. They focused on nine specific conditions: anorexia nervosa, anxiety, attention deficit hyperactivity disorder, autism spectrum disorder, bipolar disorder, depression, obsessive-compulsive disorder, post-traumatic stress disorder, and schizophrenia. Using a powerful statistical method that allows scientists to analyze the genetic data of hundreds of thousands of people at once, the team examined whether the genetic links between these disorders could be explained by shared genetic influences on neuroticism and cognitive ability. They broke down neuroticism into two distinct components: a tendency toward depressed affect, such as feeling lonely or miserable, and a tendency toward worry. They also looked at four different measures of cognitive function: verbal and numerical reasoning, reaction time, memory, and educational attainment, which often serves as a proxy for general cognitive ability. By mathematically removing the genetic influence of these traits from the data, the researchers could see if the genetic connections between the disorders remained strong or if they faded away.

The results revealed a landscape of shared biology that is both widespread and surprisingly specific. The researchers found that when they accounted for the genetic influence of neuroticism and cognitive ability, the genetic correlation between pairs of psychiatric disorders changed significantly in 32 percent of the cases they examined. This means that for roughly one-third of the disorder pairs, the shared genetic risk was largely driven by these broader biobehavioral traits. The impact varied depending on the specific trait and the specific disorders involved. The tendency toward worry, a specific subtype of neuroticism, produced the most dramatic changes. In some instances, such as the genetic link between depression and obsessive-compulsive disorder, accounting for worry almost completely erased the genetic correlation, suggesting that the shared risk between these two conditions is almost entirely due to a common genetic vulnerability to worrying. Similarly, the genetic link between depression and anorexia nervosa was largely explained by this same trait.

Educational attainment, used here as a measure of cognitive ability, accounted for the largest number of significant changes overall, indicating that cognitive factors contribute broadly to the shared genetic risk across many different disorders. However, the study also highlighted that these traits do not explain everything. For some pairs of disorders, the genetic connection remained strong even after the researchers removed the influence of neuroticism and cognitive ability. A striking example was the relationship between schizophrenia and bipolar disorder. These two conditions share a very strong genetic bond, and while the researchers found that certain traits like worry and memory had a small effect on this link, the vast majority of the genetic overlap remained unexplained by the traits they studied. This suggests that while neuroticism and cognitive ability are important pieces of the puzzle, there are other, distinct biological pathways that connect these specific disorders, which operate independently of the broader traits measured in this study.

The findings offer a clearer, more nuanced picture of how psychiatric disorders are related. They suggest that the genetic overlap between conditions is not a single, uniform phenomenon but a mosaic of different mechanisms. In some cases, two disorders share a common biological root in a trait like worry or reasoning ability. In other cases, they share a genetic link that bypasses these traits entirely, pointing to unique biological pathways that are specific to those disorders. This distinction is crucial for understanding the nature of mental illness. It implies that treatments targeting these shared traits, such as therapies designed to reduce worry or improve cognitive function, might be effective across a range of disorders. At the same time, the fact that many genetic links remain unexplained by these traits suggests that some disorders have unique biological signatures that require specific, targeted interventions. The study does not claim to have solved the mystery of psychiatric genetics, but it provides a vital map of where the shared roads end and the unique paths begin, offering a more precise foundation for future research and treatment.

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