Adipose Tissue Analysis Toolkit (ATAT) for automated analysis of adipocyte size and extracellular matrix in white adipose tissue.

Jacob J RobinoAlexander P PlekhanovQingzhang ZhuMichael D Jensen Jan-Bernd FunckeCharles T RobertsOleg Varlamov

Published in: Obesity (Silver Spring, Md.) (2024)

ATAT provides several advantages over existing WAT image analysis tools, enabling high-throughput analyses of adipocyte-specific parameters and facilitating the assessment of ECM changes associated with WAT remodeling due to weight changes and other pathophysiological alterations that affect WAT function.

Keyphrases

adipose tissue
extracellular matrix
high throughput
insulin resistance
high fat diet
body mass index
single cell
machine learning
weight loss
physical activity
deep learning
type diabetes