Multi-omics integration in biomedical research–A metabolomics-centric review

MA Wörheide, J Krumsiek, G Kastenmüller… - Analytica chimica …, 2021 - Elsevier
Recent advances in high-throughput technologies have enabled the profiling of multiple
layers of a biological system, including DNA sequence data (genomics), RNA expression …

Cardiovascular metabolomics

RW McGarrah, SB Crown, GF Zhang, SH Shah… - Circulation …, 2018 - Am Heart Assoc
Disturbances in cardiac metabolism underlie most cardiovascular diseases. Metabolomics,
one of the newer omics technologies, has emerged as a powerful tool for defining changes …

Genomic atlas of the plasma metabolome prioritizes metabolites implicated in human diseases

Y Chen, T Lu, U Pettersson-Kymmer, ID Stewart… - Nature …, 2023 - nature.com
Metabolic processes can influence disease risk and provide therapeutic targets. By
conducting genome-wide association studies of 1,091 blood metabolites and 309 metabolite …

Effect of host genetics on the gut microbiome in 7,738 participants of the Dutch Microbiome Project

EA Lopera-Maya, A Kurilshikov, A van der Graaf, S Hu… - Nature …, 2022 - nature.com
Host genetics are known to influence the gut microbiome, yet their role remains poorly
understood. To robustly characterize these effects, we performed a genome-wide …

Metabolomics enables precision medicine:“a white paper, community perspective”

RD Beger, W Dunn, MA Schmidt, SS Gross, JA Kirwan… - Metabolomics, 2016 - Springer
Abstract Introduction: Background to metabolomics Metabolomics is the comprehensive
study of the metabolome, the repertoire of biochemicals (or small molecules) present in …

A cross-platform approach identifies genetic regulators of human metabolism and health

LA Lotta, M Pietzner, ID Stewart, LBL Wittemans, C Li… - Nature …, 2021 - nature.com
In cross-platform analyses of 174 metabolites, we identify 499 associations (P< 4.9× 10− 10)
characterized by pleiotropy, allelic heterogeneity, large and nonlinear effects and …

Whole-genome sequencing identifies common-to-rare variants associated with human blood metabolites

T Long, M Hicks, HC Yu, WH Biggs, EF Kirkness… - Nature …, 2017 - nature.com
Genetic factors modifying the blood metabolome have been investigated through genome-
wide association studies (GWAS) of common genetic variants and through exome …

Comprehensive genetic analysis of the human lipidome identifies loci associated with lipid homeostasis with links to coronary artery disease

G Cadby, C Giles, PE Melton, K Huynh… - Nature …, 2022 - nature.com
We integrated lipidomics and genomics to unravel the genetic architecture of lipid
metabolism and identify genetic variants associated with lipid species putatively in the …

Metabolic network failures in Alzheimer's disease: A biochemical road map

JB Toledo, M Arnold, G Kastenmüller, R Chang… - Alzheimer's & …, 2017 - Elsevier
Abstract Introduction The Alzheimer's Disease Research Summits of 2012 and 2015
incorporated experts from academia, industry, and nonprofit organizations to develop new …

Genome-wide association analysis of plasma lipidome identifies 495 genetic associations

L Ottensmann, R Tabassum, SE Ruotsalainen… - Nature …, 2023 - nature.com
The human plasma lipidome captures risk for cardiometabolic diseases. To discover new
lipid-associated variants and understand the link between lipid species and cardiometabolic …