Multi-Modal Mass Spectrometric Imaging of Uveal Melanoma.
Laura M ColeJoshua HandleyEmmanuelle ClaudeCatherine J DuckettHardeep S MudharKaren SisleyMalcolm R ClenchPublished in: Metabolites (2021)
Matrix assisted laser desorption ionisation mass spectrometry imaging (MALDI-MSI), was used to obtain images of lipids and metabolite distribution in formalin fixed and embedded in paraffin (FFPE) whole eye sections containing primary uveal melanomas (UM). Using this technique, it was possible to obtain images of lysophosphatidylcholine (LPC) type lipid distribution that highlighted the tumour regions. Laser ablation inductively coupled plasma mass spectrometry images (LA-ICP-MS) performed on UM sections showed increases in copper within the tumour periphery and intratumoural zinc in tissue from patients with poor prognosis. These preliminary data indicate that multi-modal MSI has the potential to provide insights into the role of trace metals and cancer metastasis.
Keyphrases
- mass spectrometry
- poor prognosis
- high resolution
- deep learning
- liquid chromatography
- capillary electrophoresis
- convolutional neural network
- high performance liquid chromatography
- optical coherence tomography
- long non coding rna
- gas chromatography
- high speed
- papillary thyroid
- human health
- fatty acid
- oxide nanoparticles
- artificial intelligence
- big data
- squamous cell
- tandem mass spectrometry
- risk assessment
- health risk
- machine learning
- health risk assessment