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Capturing cognitive and behavioral variability among individuals with Down syndrome: a latent profile analysis
Marie Moore Channell1, Laura J Mattie2, Debra R Hamilton3
1University of Illinois at Urbana-Champaign, 901 S. Sixth St, Champaign, IL, 61820, USA. channell@illinois.edu.
Individuals with Down syndrome exhibit significant cognitive and behavioral variability. A study identified three distinct subtypes: normative, cognitive, and behavioral, aiding future research and interventions.
Area of Science:
- Neuroscience
- Genetics
- Psychology
Background:
- Down syndrome presents a wide spectrum of cognitive and behavioral characteristics.
- The Down Syndrome Cognition Project collected extensive data to address this variability.
- Focus on individuals aged 6-25 years.
Purpose of the Study:
- To characterize cognitive and behavioral variability in Down syndrome.
- To identify distinct subgroups within the Down syndrome population based on cognitive and behavioral profiles.
Main Methods:
- Latent profile analysis of 314 participants.
- Data included cognition (IQ, executive functioning), adaptive/maladaptive behavior, and autism spectrum disorder (ASD) symptomatology.
- Multivariate multinomial regression examined demographic correlates.
Main Results:
- A 3-class model was supported: 'normative' (48%), 'cognitive' (35%), and 'behavioral' (17%).
- Each class showed unique cognitive and behavioral profiles.
- Household income and sex differed across classes.
Conclusions:
- Subtyping the Down syndrome phenotype is crucial for targeted interventions and etiologic research.
- Latent profile analysis is effective for identifying Down syndrome subtypes.
- Findings emphasize the heterogeneity of Down syndrome.
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