Researchers looking at KEMRI biobank vials.
Broad sampling: The NeuroDev project has stored and analyzed samples in South Africa and the United States, and at the KEMRI biobank (pictured) in Kilifi, Kenya.
Courtesy of NeuroDev Study
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NeuroDev study maps previously unseen genetic variation in Africa

The project is helping to fill critical gaps in the genetic underpinnings of autism and other neurodevelopmental conditions.

By Brianna Abbott
25 June 2026 | 5 min read

Data from children in Africa have helped uncover emerging, novel links between neurodevelopmental conditions and more than 30 genes, according to a new preprint.

The findings are among the first from the NeuroDev study, which recruits participants from families in South Africa and Kenya and aims to map the genetics of child development, with an emphasis on autism and other neurodevelopmental conditions. 

“There is a lot of previously unseen variation in the NeuroDev cohort,” says study investigator Elise Robinson, an institute member at the Broad Institute of MIT and Harvard. Incorporating such variation into clinical databases could improve health outcomes for people around the world with African ancestry, she says.

Africa’s population is the world’s most genetically diverse, but it is largely missing from clinical databases, which skew heavily European. The field’s grasp on the genetics of neurodevelopmental conditions is incomplete without data from diverse populations, says Maria Chahrour, associate professor of neuroscience at the University of Texas Southwestern Medical Center, who was not involved in the new work but created the first cohort of African children with autism.

“We’re actually generating essential data that will give us new insights into the genetic architecture of neurodevelopmental diseases,” Chahrour says. “I love to see studies like that, and NeuroDev is one of those.” 

Eye spy: Medical Research officer Marizane Bovill conducts a physical examination of a study participant.
Photography by Natalie Stenberg

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euroDev launched in 2018, with the goal of gathering information from more than 5,000 participants in South Africa and Kenya, including 1,800 children with developmental differences. The preprint shares data on the first wave of participants, which includes 521 children with neurodevelopmental conditions, along with 739 of their parents and 255 unrelated, neurotypical children. 

Each child underwent a four-hour evaluation, and all participants provided genetic samples for whole-exome sequencing. Many South African families also shared photos of their children. For some conditions, these pictures are the first photographed cases in people with African ancestry. 

The NeuroDev children with neurodevelopmental conditions had more rare genetic variants than people with the same conditions in other ancestral groups, the results show, likely due to Africa’s greater genetic diversity and underrepresentation in databases.

Nearly all of the children with neurodevelopmental conditions met the criteria for intellectual disability or developmental delay, and roughly half met the criteria for autism. Children in about 22 percent of families had a genetic diagnosis, with known pathogenic or likely pathogenic variants. An additional 4 percent had variants of uncertain significance in genes linked to neurodevelopmental conditions. 

Another 16.5 percent had variants of uncertain significance with no known links to neurodevelopmental conditions. The lack of population-level data makes it difficult to know whether the variants are pathogenic or benign, says Emily O’Heir, a NeuroDev investigator and genomic variant analyst at the Broad Institute.

The team submitted those 80 cases to the database MatchMaker Exchange. The database matched 32 of them to other reported cases, and the NeuroDev team is now collaborating on multiple reports describing new potential gene-disease links. 

“That was a very good move,” says Daniel Geschwind, professor of neurology, psychiatry and human genetics at the University of California, Los Angeles, who was not involved in the work. “These may or may not be pathogenic. Time will tell.” 

Geschwind says it would be interesting to compare the NeuroDev results with available data on African Americans with autism, including his own work. Even the groups from Kenya and South Africa were strikingly different from each other, he says, likely because of how participants were recruited.

“What they’re doing is an extraordinary, heavy lift and is very interesting,” Geschwind adds.

Test case: Research assistant Riani Allenby administers a standardized cognitive assessment in Cape Town, South Africa, as part of the NeuroDev study procedures.
Photography by Natalie Stenberg

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n Kenya, many participants with neurodevelopmental conditions came from special-needs schools in Kilifi County, a rural area where most adults stop formal education in primary school. NeuroDev children in the region are more likely to have a genetic diagnosis and a primary intellectual disability than their South African counterparts. South African participants often hailed from developmental clinics in Cape Town, an international city, and most of these children’s parents finished high school. Autism and its traits were more commonly recorded among those NeuroDev children than in the Kenyan children. 

In Cape Town, children with neurodevelopmental conditions were more likely to have had hypoxic-ischemic encephalopathy and neonatal jaundice than neurotypical children. In Kilifi, labor and birth complications, maternal infection during pregnancy, and childhood cerebral malaria were also linked with neurodevelopmental conditions. 

How much such environmental factors matter in autism risk likely depends on each population, says Joseph Buxbaum, director of the Seaver Autism Center for Research and Treatment at the Icahn School of Medicine at Mount Sinai, who wasn’t involved in the study. “Here, you’re seeing these other environmental factors that we have some control over,” he says. “That’s a pretty big deal.”

Still, Robinson cautions that more data are needed to confirm and interpret the environmental results. 

The team also shared genetic diagnostic results with some of the families, offering information on their child’s prognosis and potential interventions. “When we do these studies, we do get the answers,” says study investigator Patricia Kipkemoi, a research fellow in psychiatry at Massachusetts General Hospital, who led the Kilifi fieldwork. “That we’ve played a little part in supporting the families and the communities that we work in, it’s important.”

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