A Comprehensive Youth Diabetes Epidemiological Data Set and Web Portal: Resource Development and Case Studies.

Catherine McDonough Yan Chak Li Nita Vangeepuram Bian Liu Gaurav Pandey

Published in: JMIR public health and surveillance (2024)

Using NHANES data, we built one of the largest public epidemiological data sets for studying youth pre-DM/DM and identified potential risk factors using complementary analytical approaches. Our results align with the multifactorial nature of pre-DM/DM with correlates across several domains. Also, our data-sharing platform, POND, facilitates a wide range of applications to inform future youth pre-DM/DM studies.

Keyphrases

glycemic control
electronic health record
mental health
risk factors
big data
physical activity
young adults
type diabetes
healthcare
cardiovascular disease
high throughput
climate change
insulin resistance
skeletal muscle
mass spectrometry
health information
current status
liquid chromatography
weight loss