Integration of metabolomics, lipidomics and clinical data using a machine learning method

Lipid droplets in activated mast cells – a significant source of triglyceride-derived arachidonic acid for eicosanoid production

(2016) Andrea Dichlberger et al.   EUROPEAN JOURNAL OF PHARMACOLOGY

PPAR-pan activation induces hepatic oxidative stress and lipidomic remodelling

(2016) Zsuzsanna Ament et al.   FREE RADICAL BIOLOGY AND MEDICINE

Lipidomics in the study of lipid metabolism: Current perspectives in the omic sciences

(2015) Ana Emília Holanda Rolim et al.   GENE

The metabolome profiling and pathway analysis in metabolic healthy and abnormal obesity

(2015) H-H Chen et al.   INTERNATIONAL JOURNAL OF OBESITY

Performance-Estimation Properties of Cross-Validation-Based Protocols with Simultaneous Hyper-Parameter Optimization

(2015) Ioannis Tsamardinos et al.   International Journal on Artificial Intelligence Tools

Improved nonclinical pharmacokinetics and biodistribution of a new PPAR pan-agonist and COX inhibitor in nanocapsule formulation

(2015) Giani Martins Garcia et al.   JOURNAL OF CONTROLLED RELEASE

A Review of Odd-Chain Fatty Acid Metabolism and the Role of Pentadecanoic Acid (C15:0) and Heptadecanoic Acid (C17:0) in Health and Disease

(2015) Benjamin Jenkins et al.   MOLECULES

Tumor-derived exosomes in oncogenic reprogramming and cancer progression

(2014) Sarmad N. Saleem et al.   CELLULAR AND MOLECULAR LIFE SCIENCES

Inflammation as a link between obesity, metabolic syndrome and type 2 diabetes

(2014) Nathalie Esser et al.   DIABETES RESEARCH AND CLINICAL PRACTICE

Biological network inference using low order partial correlation

(2014) Yiming Zuo et al.   METHODS

Novel PPAR Pan Agonist, ZBH Ameliorates Hyperlipidemia and Insulin Resistance in High Fat Diet Induced Hyperlipidemic Hamster

(2014) Wei Chen et al.   PLoS One

A Robust and Accurate Method for Feature Selection and Prioritization from Multi-Class OMICs Data

(2014) Vittorio Fortino et al.   PLoS One

Merits of random forests emerge in evaluation of chemometric classifiers by external validation

(2013) I.M. Scott et al.   ANALYTICA CHIMICA ACTA

A Metabolomics Investigation of Non-genotoxic Carcinogenicity in the Rat

(2013) Zsuzsanna Ament et al.   JOURNAL OF PROTEOME RESEARCH

Role of an Indole-Thiazolidine Molecule PPAR Pan-Agonist and COX Inhibitor on Inflammation and Microcirculatory Damage in Acute Gastric Lesions

(2013) José Roberto Santin et al.   PLoS One

Applications of metabolomics for understanding the action of peroxisome proliferator-activated receptors (PPARs) in diabetes, obesity and cancer

(2012) Zsuzsanna Ament et al.   Genome Medicine

Data integration and network reconstruction with ∼omics data using Random Forest regression in potato

(2011) Animesh Acharjee et al.   ANALYTICA CHIMICA ACTA

An integrated functional genomic study of acute phenobarbital exposure in the rat

(2010) Claire L Waterman et al.   BMC GENOMICS

Depletion of Liver Kupffer Cells Prevents the Development of Diet-Induced Hepatic Steatosis and Insulin Resistance

(2009) W. Huang et al.   DIABETES