Brain scan

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Stanford findings suggest a human-specific trade-off between intelligence and vulnerability

In A Nutshell

  • Stanford scientists found that the most common neurons in the human brain evolved unusually fast compared to other apes.
  • This shift lowered the activity of hundreds of autism-linked genes, putting humans closer to a tipping point for disruption.
  • The findings suggest evolution boosted cognition but also made our brains more vulnerable to autism.
  • Researchers propose these changes may have supported longer learning periods or language, but at a cost.

STANFORD, Calif. — Natural selection shaped our most abundant brain cells so rapidly that the genetic changes may have enhanced human cognitive abilities while dramatically increasing autism risk, according to new research by Stanford University scientists.

In a study published in Molecular Biology and Evolution, researchers Alexander Starr and Hunter Fraser analyzed gene expression patterns across more than one million neurons from six mammal species. They discovered that “layer 2/3 intratelencephalic neurons,” the most common type of neuron in the human neocortex, evolved exceptionally quickly in our lineage compared to other apes.

These neurons enable communication between different brain regions and are thought to be important for uniquely human cognitive abilities. But the same rapid evolution that may have enhanced their function also appears to have made them hypersensitive to disruption.

“Surprisingly, this accelerated evolution was accompanied by the dramatic down-regulation of autism-associated genes, which was likely driven by polygenic positive selection specific to the human lineage,” researchers Alexander Starr and Hunter Fraser write in their paper.

Child brain development, autism, neurodevelopmental disorders
Scientists suggest that the same genetic shifts that supported learning may have raised autism risk. (Image by melitas on Shutterstock)

The Abundance Principle

Starr and Fraser first established what they call a general principle of neuronal evolution: more abundant brain cell types evolve more slowly than rare ones.

This pattern makes biological sense. Changes to common neurons affect more of the brain, making harmful mutations more costly. Rarer cell types face less constraint because changes to them have smaller overall effects.

Despite being the most abundant neuronal type in the human neocortex, layer 2/3 IT neurons broke this rule.

When the researchers examined which genes changed most in these cells, they found something unexpected: 233 genes strongly linked to autism showed reduced activity in humans compared to chimpanzees.

The reduction was substantial. One gene that helps brain cells communicate had 2.5 times lower activity in humans than in chimpanzees. Losing just one working copy of this gene causes autism in humans. With human baseline activity already dramatically lower than in chimpanzees, humans may be operating much closer to a tipping point.

Consider a volume dial on a radio. Chimpanzees have it at 10. Losing one speaker (one gene copy) brings them down to 5, still functional. Humans already have the volume at 4. Losing one speaker drops them to 2, where the signal becomes too weak.

By lowering the baseline activity of autism-linked genes, human evolution may have brought us closer to the threshold where disruptions trigger autism.

Evidence for Natural Selection

To determine whether this gene activity reduction happened through natural selection or random chance, the researchers analyzed lab-grown brain tissue containing both human and chimpanzee DNA. This allowed them to directly compare how the two species’ genes behave in identical environments.

The results were most consistent with natural selection. Among autism-linked genes that differed between species, 27 out of 32 showed lower activity from the human version, a pattern inconsistent with random evolutionary change. The probability of this occurring by chance was less than 1%.

Several additional findings ruled out other explanations. Autism-linked genes showed no increase in harmful mutations in humans compared to chimpanzees. Activity of these genes was actually less variable among individual humans than among chimpanzees, suggesting stronger rather than weaker evolutionary pressure in our species.

While the evidence strongly favored natural selection, the researchers acknowledged they “cannot formally rule out other possible scenarios.”

Human Cerebral circulation is the movement of blood through a network of cerebral arteries and veins supplying the brain.
Tapid brain cell evolution boosted human cognition but lowered autism gene activity, raising vulnerability. (Credit: Shot4Sell/Shutterstock)

Why Would Evolution Do This?

Among the possibilities, researchers propose that reducing activity of these genes may have provided evolutionary advantages to our ancestors, even though it increased vulnerability to autism.

What those advantages were remains unclear. The reduction may have contributed to the slower brain development after birth that’s characteristic of humans compared to other apes, allowing for extended learning periods. Alternatively, it might have enhanced capacity for language or other uniquely human abilities.

Another possibility is that the changes were compensatory, helping maintain optimal brain function in the face of other human-specific evolutionary changes like dramatic brain expansion or shifts in energy use.

Greater Vulnerability in Humans

Previous research has established that layer 2/3 IT neurons play a central role in autism. Studies examining individual cells have found these neurons are among the most affected in people with autism, showing altered gene activity patterns and disrupted protein interactions.

The Stanford findings suggest this vulnerability arose from evolutionary changes specific to humans. Large-scale genetic studies have found an excess of autism-linked variants in DNA sequences that evolved rapidly in our lineage. Brain imaging studies show that differences in brain wiring between humans and chimpanzees overlap with differences between humans with and without schizophrenia, a disorder that shares genetic overlap with autism.

Molecular evidence increasingly suggests autism may be more common in humans than in other primates, though direct behavioral comparisons across species remain challenging due to the difficulties in assessing complex social behaviors in different species.

Common Neurons, Higher Stakes

The new research provides a potential mechanism for this increased prevalence. The same evolutionary forces that made layer 2/3 IT neurons so abundant and functionally important also pushed their gene expression into a range where small additional changes can have outsized effects.

Most autism cases don’t result from a single catastrophic mutation but from the accumulation of many small genetic and environmental factors. By reducing the baseline activity of autism-linked genes, human evolution may have lowered the threshold at which these accumulated factors trigger autistic traits.

The research also revealed that this abundance-evolution relationship holds consistently across the mammalian brain. Analyzing three independent datasets covering different brain regions, the team found that more abundant cell types consistently showed greater conservation of gene activity between species.

More highly expressed genes and those with cell-type-specific expression patterns drove this correlation most strongly, suggesting that genes most critical to neuronal function face the strongest evolutionary constraints.

The pattern held across comparisons between humans and chimpanzees, gorillas, macaques, marmosets, and mice, across tens of millions of years of evolutionary divergence. Only comparisons between humans and non-human great apes showed weaker correlations, likely because of the rapid evolution the researchers identified in layer 2/3 IT neurons.

Future work from the Stanford team may reveal which human traits were shaped by these gene expression changes and why they came at the cost of greater vulnerability to disorders like autism. Understanding these evolutionary trade-offs could provide insight into both what makes human cognition unique and why certain neurodevelopmental disorders are more prevalent in our species than in other primates.

Disclaimer: This article is for general informational purposes only and is not medical advice. Autism is a complex condition influenced by many genetic and environmental factors. Readers should consult qualified professionals for health-related concerns.

Paper Summary

Methodology

Researchers analyzed single-nucleus RNA-sequencing data from three brain regions (medial temporal gyrus, dorsolateral prefrontal cortex, and primary motor cortex) across six mammalian species: humans, chimpanzees, gorillas, rhesus macaques, marmosets, and mice. They profiled over one million neurons total. For each neuron type, they calculated both its proportional abundance and how much its gene expression patterns diverged between species. They controlled for technical factors by down-sampling to equal cell numbers and read depths across comparisons. To identify human-specific changes, they used gorillas as an outgroup to determine whether expression changes occurred on the human or chimpanzee evolutionary branch.

Results

More abundant neuronal types showed significantly slower evolution across all three brain regions and species comparisons, with correlation coefficients ranging from -0.73 to -0.84. Layer 2/3 IT neurons, the most abundant cortical neuron type, showed unexpectedly rapid evolution specifically on the human lineage. High-confidence autism-linked genes were down-regulated in human layer 2/3 IT neurons compared to chimpanzees at a rate four times higher than expected by chance. Analysis of human-chimpanzee hybrid brain organoids confirmed this down-regulation was driven by changes to the human genome. Among 32 autism-linked genes with human-derived expression changes, 27 showed lower expression from the human allele, a pattern inconsistent with neutral evolution.

Limitations

The study analyzed postmortem brain tissue from relatively small numbers of non-human great apes (4-7 individuals per species). The cortical organoid data came from earlier developmental timepoints than the adult neurons analyzed, though results were consistent across both day 100 and day 150 organoids. While the evidence strongly suggests positive selection, the specific fitness benefits that drove down-regulation of autism-linked genes remain unknown. The study cannot determine whether autism itself occurs in non-human primates, only that molecular and genetic risk factors differ between species.

Funding and Disclosures

This research was funded by National Institutes of Health grant R01HG012285 awarded to Hunter Fraser. Alexander Starr was supported by a National Defense Science and Engineering Graduate fellowship (Grant No. FA9550-21-F-0003). The authors declared no competing interests.

Publication Details

Starr, A. L., & Fraser, H. B. (2025). “A General Principle of Neuronal Evolution Reveals a Human-Accelerated Neuron Type Potentially Underlying the High Prevalence of Autism in Humans,” is published in Molecular Biology and Evolution, September 5, 2025. DOI: 10.1093/molbev/msaf189

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1 Comment

  1. fsilber says:

    This might explain the reason so many mathematics professors (who have more raw intelligence than professors of most other disciplines) seem to be slightly on the autistic spectrum.

    It also suggests that differences in intelligence among humans may well have a significant physical (and hence, possibly genetic) component.