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A Role for Data Science in Precision Nutrition and Early Brain Development
Sarah U Morton1,2,3, Brian J Leyshon4, Eleonora Tamilia1,2,3
1Division of Newborn Medicine, Boston Children's Hospital, Boston, MA, United States.
Frontiers in Psychiatry
|July 11, 2022
Summary
Maternal nutrition significantly impacts infant brain development, detectable through multimodal magnetic resonance imaging (MRI). This review explores nutrition
Area of Science:
- Neuroscience
- Developmental Biology
- Nutritional Science
- Medical Imaging
Background:
- Early life nutrition and environmental factors influence neurodevelopmental trajectories.
- Multimodal brain magnetic resonance imaging (MRI) offers valuable biomarkers for these early influences.
- MRI markers serve as crucial intermediate outcomes in analyzing neurodevelopmental determinants.
Purpose of the Study:
- To review the impact of maternal nutrition during pregnancy and breastfeeding on infant brain development.
- To discuss multimodal MRI and other early neurodevelopmental assessment measures.
- To explore the potential of data science and artificial intelligence in advancing precision nutrition.
Main Methods:
- Literature review focusing on maternal nutrition and infant brain development.
- Discussion of multimodal MRI techniques and complementary neurodevelopmental biomarkers (EEG, MEG, non-imaging).
- Exploration of data science and AI applications for personalized nutrition strategies.
Main Results:
- Maternal nutrition during critical developmental windows significantly affects infant brain structure and function.
- Multimodal MRI provides sensitive measures of these nutritional impacts.
- Integration of diverse biomarkers enhances understanding of neurodevelopmental influences.
Conclusions:
- Understanding maternal nutrition's role is vital for optimizing infant neurodevelopment.
- Multimodal MRI and advanced data analytics are key to advancing precision nutrition.
- Precision nutrition during pregnancy and infancy holds significant potential for long-term health outcomes.
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