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Preservation of Higher-Order Cognition in Autistic Females: Evidence from Two Deeply-Phenotyped Cohorts in Hong Kong and the United States

This study demonstrates that autistic females exhibit preserved higher-order cognition compared to their male counterparts across two independent cohorts, suggesting that this cognitive resilience may underlie the subtler clinical presentations of autism in females and has significant implications for detection and understanding sex differences in the disorder.

Original authors: Oscar WH Wong, Sophia Zhu, Jonathan WT Chow, Ran Barzilay, Tyler M. Moore, Kosha Ruparel, Angela MW Lam, Iga Adamska-Stolarczyk, Petrina YP Lau, Sandra SM Chan, Monica E. Calkins, Raquel E. Gur, Ruben
Published 2026-08-25
📖 5 min read🧠 Deep dive

Original authors: Oscar WH Wong, Sophia Zhu, Jonathan WT Chow, Ran Barzilay, Tyler M. Moore, Kosha Ruparel, Angela MW Lam, Iga Adamska-Stolarczyk, Petrina YP Lau, Sandra SM Chan, Monica E. Calkins, Raquel E. Gur, Ruben C. Gur

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 ⚕️ This is an AI-generated explanation of a preprint that has not been peer-reviewed.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

For decades, the medical understanding of autism spectrum disorder has been shaped by a simple, often unspoken assumption: that it is a condition that primarily affects boys. This belief has led to diagnostic tools and clinical expectations built largely around how boys present with the condition. However, as researchers have looked closer, they have found that girls with autism often look different. They may not display the same obvious repetitive movements or social withdrawal seen in boys; instead, they might appear to be talking normally, hiding their struggles behind a mask of social competence. This phenomenon, often called "camouflaging," has made many girls invisible to the medical system, leading to late or missed diagnoses. To understand why this happens, scientists have begun to investigate whether the brains of autistic girls and boys actually function differently, particularly in the areas of complex thinking and self-control, known as executive function. The central question is whether these girls possess a specific cognitive strength that allows them to navigate a world not designed for them, or if their differences are simply a result of other overlapping health issues.

A team of researchers set out to answer this by comparing the cognitive performance of autistic children against their non-autistic peers in two very different parts of the world. They gathered a massive group of participants: over 1,100 children aged six to twelve in Hong Kong and nearly 1,100 youths aged eight to twenty-one in the United States. These participants included both boys and girls, with and without autism. To get a clear picture, the scientists used a sophisticated, computerized set of tests designed to measure various mental skills, such as memory, social understanding, and the ability to solve complex problems or control one's impulses. Crucially, the researchers did not just look at the raw scores; they carefully accounted for other common conditions that often travel with autism, such as attention deficits and anxiety, ensuring that any differences they found were truly linked to autism itself and not just these co-occurring issues.

The results revealed a striking pattern that challenges the old idea that autism affects everyone's thinking in the same way. When the researchers looked at skills like memory and social understanding, the story was consistent: children with autism, regardless of whether they were boys or girls, tended to score lower than children without autism. However, the picture changed completely when they examined complex reasoning and executive function—the mental tools needed to plan, organize, and switch between tasks. In this specific area, a clear difference emerged between the sexes. Boys with autism showed significant difficulties compared to boys without autism. But the girls with autism performed just as well as the girls without autism. In other words, while the boys struggled with these higher-order thinking skills, the girls appeared to have preserved this ability.

This finding held true in both the Hong Kong and the American groups, suggesting it is a reliable feature of the condition rather than a fluke of one specific culture or age group. The researchers dug deeper into the Hong Kong data to see if other factors might be influencing this result. They found that when girls with autism also had attention deficit hyperactivity disorder, their performance on these complex tasks dropped, though not as dramatically as the boys' scores did. This suggests that the preserved thinking ability seen in autistic girls might be a specific trait that helps them cope, but it is not a guarantee; if they also struggle with attention, this advantage can fade. The study also noted that the girls with autism who did have this preserved ability were not necessarily "better" at everything; they still faced the core social challenges of autism, but their strong reasoning skills may have allowed them to develop strategies to hide their difficulties.

The implications of this discovery are profound for how we understand and identify autism. It suggests that the reason many girls go undiagnosed is not because they do not have autism, but because their brains are using a different set of tools to manage the world. Their ability to reason and control their behavior allows them to mask their symptoms, making them appear less impaired than they actually feel. This "masking" can come at a high cost, leading to exhaustion and anxiety as they work harder than their peers to fit in. The study indicates that the traditional view of autism as a uniform condition affecting boys and girls in the same way is incorrect. Instead, the condition manifests differently depending on sex, with girls often relying on intact higher-order thinking to navigate social complexities. By recognizing that autistic girls may have these specific cognitive strengths, doctors and educators can look beyond the surface behavior and identify the condition earlier, ensuring that these girls receive the support they need without having to wait until their coping strategies finally break down.

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