Scientific Reports · 2018 · 38 citations · 33 references
Life SciencesBiochemistryMolecular BiologyMolecular ImagingPathway AnalysisProteomicsBiomarkers Of Liver InjuryHepatic PathophysiologyLiver DiseaseLiver ImagingMetabolic Liver DiseaseProteomic ProfilingHepatic BiomarkersHepatic Steatosis AssessmentLiver BiomarkersLiver Disease-related Protein ChangesNonalcoholic Fatty Liver Disease AssessmentPost-translational Modification DetectionPost-translational Modification QuantificationSteatosis Quantification
Current assessment of non-alcoholic fatty liver disease (NAFLD) with histology is time-consuming, insensitive to early-stage detection, qualitative, and lacks information on etiology. This study explored alternative methods for fast and quantitative assessment of NAFLD with hyperspectral stimulated Raman scattering (SRS) microscopy and nanofluidic proteomics. Hyperspectral SRS microscopy quantitatively measured liver composition of protein, DNA, and lipid without labeling and sensitively detected early-stage steatosis in a few minutes. On the other hand, nanofluidic proteomics quantitatively measured perturbations to the post-translational modification (PTM) profiles of selective liver proteins to identify affected cellular signaling and metabolic pathways in a few hours. Perturbations to the PTM profiles of Akt, 4EBP1, BID, HMGCS2, FABP1, and FABP5 indicated abnormalities in multiple cellular processes including cell cycle regulation, PI3K/Akt/mTOR signaling cascade, autophagy, ketogenesis, and fatty acid transport. The integrative deployment of hyperspectral SRS microscopy and nanofluidic proteomics provided fast, sensitive, and quantitative assessment of liver steatosis and affected pathways that overcame the limitations of histology.
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