Using advanced data analysis to understand autism and its symptoms
A Modular Framework for Data-Driven Neurogenetics to Predict Complex and Multidimensional Autistic Phenotypes
This study is looking at how brain images and genetic information can help us understand the different symptoms of Autism Spectrum Disorder (ASD) better, so we can create more personalized treatment options for children with ASD.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Boston University (Charles River Campus) NIH-funded |
| Lab location | 1 site (Boston, United States) |
| Project ID | NIH-10847527 on NIH RePORTER |
What this research studies
This research investigates Autism Spectrum Disorder (ASD) by integrating brain imaging and genetic data to better understand the diverse symptoms associated with the condition. By developing advanced deep learning models, the project aims to link genetic variations with brain structure and function, providing a more comprehensive view of ASD. The goal is to create a modular platform that can help personalize treatment options based on individual patient profiles. This approach seeks to improve the accuracy of diagnoses and the effectiveness of interventions for children with ASD.
Who could benefit from this research
Good fit: Ideal candidates for this research are children aged 0-11 years who exhibit symptoms of Autism Spectrum Disorder.
Not a fit: Patients who do not have symptoms of Autism Spectrum Disorder or are older than 11 years may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more personalized and effective treatment options for children with autism.
How similar studies have performed: Previous research in imaging-genetics has shown promise in linking neuroimaging features with genetic data, suggesting potential for success in this innovative approach.
Where this research is happening
Boston, United States
- Boston University (Charles River Campus) — Boston, United States (Active)
Researchers
- Principal investigator: Venkataraman, Archana — Boston University (Charles River Campus)
- Study coordinator: Venkataraman, Archana
About this research
- This is an active NIH-funded research project — typically early-stage science, not a clinical trial accepting patient enrollment.
- Some NIH-funded labs run parallel clinical studies or seek volunteers for related work. To check, contact the principal investigator or institution listed above.
- For full project details, budget, and progress reports, visit the official NIH RePORTER page below.