B
Basile Jumentier
Researcher at Centre national de la recherche scientifique
Publications - 3
Citations - 127
Basile Jumentier is an academic researcher from Centre national de la recherche scientifique. The author has contributed to research in topics: Medicine & Gene. The author has an hindex of 1, co-authored 1 publications receiving 89 citations.
Papers
More filters
Journal ArticleDOI
LFMM 2: Fast and Accurate Inference of Gene-Environment Associations in Genome-Wide Studies.
TL;DR: A least-squares estimation approach for confounder estimation that provides a unique framework for several categories of genomic data, not restricted to genotypes, and outperforms other fast approaches based on principal component or surrogate variable analysis.
Posted ContentDOI
HDMAX2: A framework for High Dimensional Mediation Analysis with application to maternal smoking, placental DNA methylation and birth outcomes
Basile Jumentier,Claire Barrot,M. Estavoyer,Jörg Tost,Barbara Heude,O. Francois,Johanna Lepeule +6 more
TL;DR: This work developed HDMAX2, an efficient algorithm for high dimensional mediation analysis using max-squared tests, considering CpGs and aggregated mediator regions, and showed a polygenic architecture for placenta C pGs and regions mediating the effects of maternal smoking during pregnancy on babys birth weight.
Journal ArticleDOI
High-Dimensional Mediation Analysis: A New Method Applied to Maternal Smoking, Placental DNA Methylation, and Birth Outcomes
TL;DR: In this article , a method for high-dimensional mediation analysis (HDMAX2) was developed and validated to evaluate the causal role of placental DNA methylation in the pathway between exposure to maternal smoking during pregnancy and gestational age (GA) and birth weight of the baby at birth.