Showing posts with label prediction. Show all posts
Showing posts with label prediction. Show all posts

Wednesday, March 12, 2014

Levels of key brain chemicals predict children's reading ability

Reading-impaired young children have higher levels of the metabolites glutamate and choline in their brains, and these higher levels continue to be indicative of difficulties in developing typical reading and language skills, a Yale study has found. 

The study appears in the Journal of Neuroscience.

Although anatomical and functional brain networks involved in reading disabilities have been well characterised, the underlying chemical bases of these differences in reading development have been poorly understood.

This study is believed to be the first to examine neurochemistry in a longitudinal study of children during the critical period when they are considered "emergent readers," the age at which neurocircuits that support skilled reading and speaking are still developing.

The Yale team measured levels of glutamate, choline, and other metabolites in 75 children, aged 6 to 10, whose reading abilities ranged from what is considered impaired to superior.

The researchers conducted behavioral testing to characterize the children's reading, language, and general cognitive skills, and used MR spectroscopy to assess metabolite levels.

They found that children with higher glutamate and choline levels in their brains tended to have lower composite scores for reading and language.

In follow-up testing two years later, the same correlation still existed for initial glutamate levels.

Kenneth Pugh
"Reading disabilities affect significant numbers of children," said first author Kenneth Pugh, associate professor of linguistics and president and director of research in the Haskins Laboratories at Yale.

"Our findings suggest new pathways for research into the connection between genes, brain development, and behavioural outcomes in children who struggle with reading."

The researchers also note that higher glutamate and choline levels have been implicated in hyperexcitability in children, another possible factor in cognitive impairment.


Robert Fulbright
"Further research may show whether there is a chemical basis that contributes to learning deficits among the reading-disabled children," said senior author Robert Fulbright, also of the Haskins Laboratories, and associate professor of diagnostic radiology at Yale School of Medicine.

More Information: 'Glutamate and choline levels predict individual differences in reading ability in emergent readers' Journal of Neuroscience Mar 2014 - K.Pugh, R.Fullbright, et al.

Thursday, May 30, 2013

Autism: Early brain responses to words predict developmental outcomes

A 2-year-old in the study sits on his mother's lap playing with toys while researchers record his brain's responses to words. 

Credit: Institute for Learning & Brain Sciences, University of Washington. 

The pattern of brain responses to words in 2-year-old children with Autism spectrum disorder predicted the youngsters' linguistic, cognitive and adaptive skills at ages 4 and 6, according to a new study.

The findings, to be published May 29 in PLOS ONE, are among the first to demonstrate that a brain marker can predict future abilities in children with autism.

"We've shown that the brain's indicator of word learning in 2-year-olds, already diagnosed with autism, predicts their eventual skills on a broad set of cognitive and linguistic abilities and adaptive behaviours," said lead author Patricia Kuhl, co-director of the University of Washington's Institute for Learning & Brain Sciences.

Patricia Kuhl
"This is true four years after the initial test, and regardless of the type of autism treatment the children received," she said.

In the study, 2-year-olds – 24 with autism and 20 without – listened to a mix of familiar and unfamiliar words while wearing an elastic cap that held sensors in place (EEG).

The sensors measured brain responses to hearing words, known as event-related potentials.

The research team then divided the children with Autism into two groups based on the severity of their social impairments and took a closer look at the brain responses.

Youngsters with less severe symptoms had brain responses that were similar to the typically developing children, in that both groups exhibited a strong response to known words in a language area located in the temporal parietal region on the left side of the brain.

This suggests that the brains of children with less severe symptoms can process words in ways that are similar to children without the disorder.

In contrast, children with more severe social impairments showed brain responses more broadly over the right hemisphere, which is not seen in typically developing children of any age.

"We think this measure signals that the 2-year-old's brain has reorganized itself to process words. This reorganization depends on the child's ability to learn from social experiences," Kuhl said.

She cautioned that, identifying a neural marker that predicts future Autism diagnoses with assurance, is still some way off.

The researchers also tested the children's language skills, cognitive abilities, and social and emotional development, beginning at age 2, then again at ages 4 and 6.

The children with autism received intensive treatment and, as a group, they improved on the behavioural tests over time.

But the outcome for individual children varied widely and the more their brain responses to words at age 2 were like those of typically developing children, the more improvement in skills they showed by age 6. 

In other studies, Kuhl has found that social interaction accelerates language learning in babies. Infants use social cues, such as tracking adults' eye movements to learn the names of things, and must be interested in people to learn in this way.

Paying attention to people is a way for babies to sort through all that is happening around them and serves as a guide or gauge to determine what is important.

But with autism, social impairments impede children's interest in, and ability to pick up on, social cues. They find themselves paying attention to many other things, especially inanimate objects, instead of people. 

"Social learning is what most humans are about," Kuhl said. "If your brain can learn from other people in a social context you have the capability to learn just about anything."

She hopes that the new findings will lead to brain measures that can be used much earlier in development – at 12 months or younger – to help identify children at risk for autism.

"This line of work may lead to new interventions applied early in development, when the brain shows its highest level of neural plasticity," Kuhl said.

More information: dx.plos.org/10.137… pone.0064967