Opportunities and challenges for the use of common controls in sequencing studies

GL Wojcik, J Murphy, JL Edelson, CR Gignoux… - Nature Reviews …, 2022 - nature.com
Genome-wide association studies using large-scale genome and exome sequencing data
have become increasingly valuable in identifying associations between genetic variants and …

Single-cell dissection of the obesity-exercise axis in adipose-muscle tissues implies a critical role for mesenchymal stem cells

J Yang, M Vamvini, P Nigro, LL Ho, K Galani, M Alvarez… - Cell metabolism, 2022 - cell.com
Exercise training is critical for the prevention and treatment of obesity, but its underlying
mechanisms remain incompletely understood given the challenge of profiling …

[HTML][HTML] Integrative machine learning approaches for predicting disease risk using multi-omics data from the UK Biobank

O Aguilar, C Chang, E Bismuth, MA Rivas - bioRxiv, 2024 - ncbi.nlm.nih.gov
We train prediction and survival models using multi-omics data for disease risk identification
and stratification. Existing work on disease prediction focuses on risk analysis using …

Single-cell dissection of obesity-exercise axis in adipose-muscle tissues

J Yang, M Vamvini, P Nigro, LL Ho, K Galani, M Alvarez… - bioRxiv, 2021 - biorxiv.org
Regular physical exercise has long been recognized to reverse the effects of diet-induced
obesity, but the molecular mechanisms mediating these multi-tissue beneficial effects …

Association of ultra-rare genetic variants with epilepsy

MEK Musa - 2023 - tobias-lib.ub.uni-tuebingen.de
Epilepsy represents a wide spectrum of phenotypes with various etiologies and
comorbidities. Genetic predisposition to epilepsy is conferred by rare variants and common …