A multi-source data integration approach reveals novel associations between metabolites and renal outcomes in the German Chronic Kidney Disease study.

Altenbuchinger, Michael

A multi-source data integration approach reveals novel associations between metabolites and renal outcomes in the German Chronic Kidney Disease study. [electronic resource] - Scientific reports 09 2019 - 13954 p. digital

Publication Type: Journal Article; Research Support, Non-U.S. Gov't

2045-2322

10.1038/s41598-019-50346-2 doi


Algorithms
Biomarkers--blood
Female
Germany
Humans
Kidney--metabolism
Magnetic Resonance Spectroscopy
Male
Metabolomics
Models, Theoretical
Prognosis
Renal Insufficiency, Chronic--metabolism