Characterisation of Aberrant Metabolic Pathways in Hepatoblastoma Using Liquid Chromatography and Tandem Mass Spectrometry (LC-MS/MS).
Alison WhitbyPardeep PablaBhoomi ShastriLaudina AmugiÁlvaro Del Río-ÁlvarezDong-Hyun KimLaura RoyoCarolina ArmengolMadhumita DandapaniPublished in: Cancers (2023)
Hepatoblastoma (HB) is a rare childhood tumour with an evolving molecular landscape. We present the first comprehensive metabolomic analysis using untargeted and targeted liquid chromatography coupled to high-resolution tandem mass spectrometry (LC-MS/MS) of paired tumour and non-tumour surgical samples in HB patients ( n = 8 pairs). This study demonstrates that the metabolomic landscape of HB is distinct from that of non-tumour (NT) liver tissue, with 35 differentially abundant metabolites mapping onto pathways such as fatty acid transport, glycolysis, the tricarboxylic acid (TCA) cycle, branched-chain amino acid degradation and glutathione synthesis. Targeted metabolomics demonstrated reduced short-chain acylcarnitines and a relative accumulation of branched-chain amino acids. Medium- and long-chain acylcarnitines in HB were similar to those in NT. The metabolomic changes reported are consistent with previously reported transcriptomic data from tumour and non-tumour samples (49 out of 54 targets) as well as metabolomic data obtained using other techniques. Gene set enrichment analysis (GSEA) from RNAseq data ( n = 32 paired HB and NT samples) demonstrated a downregulation of the carnitine metabolome and immunohistochemistry showed a reduction in CPT1a ( n = 15 pairs), which transports fatty acids into the mitochondria, suggesting a lack of utilisation of long-chain fatty acids in HB. Thus, our findings suggest a reduced metabolic flux in HB which is corroborated at the gene expression and protein levels. Further work could yield novel insights and new therapeutic targets.
Keyphrases
- tandem mass spectrometry
- liquid chromatography
- mass spectrometry
- ultra high performance liquid chromatography
- fatty acid
- high resolution
- high resolution mass spectrometry
- high performance liquid chromatography
- gas chromatography
- amino acid
- simultaneous determination
- gene expression
- solid phase extraction
- electronic health record
- single cell
- cell proliferation
- ejection fraction
- end stage renal disease
- machine learning
- gas chromatography mass spectrometry
- newly diagnosed
- prognostic factors
- rna seq
- genome wide
- cell death
- endoplasmic reticulum
- ms ms
- dna methylation
- copy number
- early life
- reactive oxygen species
- patient reported outcomes
- cancer therapy
- binding protein