Application of Lipidomics in Psychiatry: Plasma-Based Potential Biomarkers in Schizophrenia and Bipolar Disorder.
Alana C CostaLarissa B RiçaMartinus van de BiltFlávia S ZandonadiWagner F GattazLeda Leme TalibAlessandra SussuliniPublished in: Metabolites (2023)
In this study, we obtained a lipidomic profile of plasma samples from drug-naïve patients with schizophrenia (SZ) and bipolar disorder (BD) in comparison to healthy controls. The sample cohort consisted of 30 BD and 30 SZ patients and 30 control individuals. An untargeted lipidomics strategy using liquid chromatography coupled with high-resolution mass spectrometry was employed to obtain the lipid profiles. Data were preprocessed, then univariate ( t -test) and multivariate (principal component analysis and orthogonal partial least squares discriminant analysis) statistical tools were applied to select differential lipids, which were putatively identified. Afterward, multivariate receiver operating characteristic tests were performed, and metabolic pathway networks were constructed, considering the differential lipids. Our results demonstrate alterations in distinct lipid pathways, especially in glycerophospholipids, sphingolipids and glycerolipids, between SZ and BD patients. The results obtained in this study may serve as a basis for differential diagnosis, which is crucial for effective treatment and improving the quality of life of patients with psychotic disorders.
Keyphrases
- bipolar disorder
- high resolution mass spectrometry
- liquid chromatography
- end stage renal disease
- ejection fraction
- newly diagnosed
- mass spectrometry
- chronic kidney disease
- prognostic factors
- fatty acid
- wastewater treatment
- ultra high performance liquid chromatography
- tandem mass spectrometry
- simultaneous determination
- ms ms
- smoking cessation
- gas chromatography
- gas chromatography mass spectrometry
- patient reported outcomes
- drug induced