Multicomponent (bio)markers for obesity risk prediction: a scoping review protocol.

Seyed Hossein Davoodi Coralie Dessenne Josep Antonio Tur Cristina Bouzas Yvan Devaux Laurent Malisoux Margalida Monserrat-Mesquida Antoni Sureda Gomila Mahesh S Desai Jonathan David Turner Elsa Lamy Maria Perez-Jimenez Gitte Ravn-Haren Rikke Andersen Sarah Forberger Rajini NagraniYacine OuzzahraMichele Filippo Fontefrancesco Maria Giovanna OnoratiGino Gabriel BonettiTiziana de-Magistris Torsten Bohn

Published in: BMJ open (2024)

Ethical approval is not required; data will rely on published articles. Findings will be published open access in an international peer-reviewed journal. This review will allow guiding future directions for research and public health strategies on obesity prevention, paving the way towards multicomponent interventions.

Keyphrases

public health
insulin resistance
metabolic syndrome
weight loss
high fat diet induced
type diabetes
weight gain
randomized controlled trial
physical activity
electronic health record
minimally invasive
skeletal muscle
current status
big data
meta analyses
body mass index
machine learning
deep learning