User profiles for Liza Darrous

Liza Darrous

University of Lausanne
Verified email at unil.ch
Cited by 121

[HTML][HTML] Simultaneous estimation of bi-directional causal effects and heritable confounding from GWAS summary statistics

L Darrous, N Mounier, Z Kutalik - Nature communications, 2021 - nature.com
Mendelian Randomisation (MR) is an increasingly popular approach that estimates the
causal effect of risk factors on complex human traits. While it has seen several extensions that …

[HTML][HTML] Triangulating evidence from longitudinal and Mendelian randomization studies of metabolomic biomarkers for type 2 diabetes

E Porcu, F Gilardi, L Darrous, L Yengo, N Bararpour… - Scientific Reports, 2021 - nature.com
The number of people affected by Type 2 diabetes mellitus (T2DM) is close to half a billion
and is on a sharp rise, representing a major and growing public health burden. Given its mild …

Causal inference methods to integrate omics and complex traits

…, K Lepik, C Carmeli, L Darrous… - Cold Spring …, 2021 - perspectivesinmedicine.cshlp.org
Major biotechnological advances have facilitated a tremendous boost to the collection of (gen-/transcript-/prote-/methyl-/metabol-)omics
data in very large sample sizes worldwide. …

[HTML][HTML] PheWAS-based clustering of Mendelian Randomisation instruments reveals distinct mechanism-specific causal effects between obesity and educational …

L Darrous, G Hemani, G Davey Smith… - Nature …, 2024 - nature.com
Mendelian Randomisation (MR) estimates causal effects between risk factors and complex
outcomes using genetic instruments. Pleiotropy, heritable confounders, and heterogeneous …

[HTML][HTML] Genetic insights into the causal relationship between physical activity and cognitive functioning

B Cheval, L Darrous, KW Choi, YC Klimentidis… - Scientific Reports, 2023 - nature.com
Physical activity and cognitive functioning are strongly intertwined. However, the causal
relationships underlying this association are still unclear. Physical activity can enhance brain …

[HTML][HTML] Composite trait Mendelian randomization reveals distinct metabolic and lifestyle consequences of differences in body shape

…, N Mounier, C Auwerx, E Marouli, L Darrous… - Communications …, 2021 - nature.com
Obesity is a major risk factor for a wide range of cardiometabolic diseases, however the
impact of specific aspects of body morphology remains poorly understood. We combined the …

PheWAS-based clustering of Mendelian Randomisation instruments reveals distinct mechanism-specific causal effects between obesity and educational attainment

L Darrous, G Hemani, GD Smith, Z Kutalik - medRxiv, 2023 - medrxiv.org
Mendelian Randomisation (MR) is a statistical method that estimates causal effects
between risk factors and common complex diseases using genetic instruments. Heritable …

[PDF][PDF] Genetic insights into the age-specific biological mechanisms governing human ovarian aging

SE Ojavee, L Darrous, M Patxot, K Läll… - The American Journal of …, 2023 - cell.com
There is currently little evidence that the genetic basis of human phenotype varies significantly
across the lifespan. However, time-to-event phenotypes are understudied and can be …

Accelerometer-measured physical activity and cognitive functioning: A Mendelian Randomization study

B Cheval, L Darrous, KW Choi, YC Klimentidis… - BioRxiv, 2020 - biorxiv.org
Physical activity and cognitive functioning are strongly intertwined. However, the causal
relationships underlying this association are still unclear. Physical activity can enhance brain …

Identification of metabolomics biomarkers for type 2 diabetes: triangulating evidence from longitudinal and Mendelian randomization analyses

E Porcu, F Gilardi, L Darrous, L Yengo, N Bararpour… - medRxiv, 2020 - medrxiv.org
The number of people affected by Type 2 Diabetes Mellitus (T2DM) is close to half a billion
and is on a sharp rise, representing a major and growing public health burden. As the case …