A minimally invasive clinical model to test sunscreen toxicity based on oxidative stress levels using microbiopsy and confocal microscopy - a proof of concept study.

Miko YamadaLynlee L LinLydia Y T HangPaul J BeltH Peter SoyerAnthony P RaphaelTarl W Prow

Published in: International journal of cosmetic science (2020)

The data support the hypothesis that microbiopsy is a viable approach to study cosmeceutical- skin interactions in volunteers with capacity for molecular assays and high throughput with very low risk to the volunteer.

Keyphrases

high throughput
oxidative stress
minimally invasive
electronic health record
single cell
big data
induced apoptosis
soft tissue
ischemia reperfusion injury
machine learning
deep learning
artificial intelligence