Cisplatin Uptake in Macrophage Subtypes at the Single-Cell Level by LA-ICP-TOFMS Imaging.
Anna SchoeberlMichael GutmannSarah TheinerMartin SchaierAndreas SchweikertWalter BergerGunda KoellenspergerPublished in: Analytical chemistry (2021)
A high-throughput laser ablation-inductively coupled plasma-time-of-flight mass spectrometry (LA-ICP-TOFMS) workflow was implemented for quantitative single-cell analysis following cytospin preparation of cells. For the first time, in vitro studies on cisplatin exposure addressed human monocytes and monocyte-derived macrophages (undifferentiated THP-1 monocytic cells, differentiated M0 macrophages, as well as further polarized M1 and M2 phenotypes) at the single-cell level. The models are of particular interest as macrophages comprise the biggest part of immune cells present in the tumor microenvironment and play an important role in modulating tumor growth and progression. The introduced bioimaging workflow proved to be universally applicable to adherent and suspension cell cultures and fit-for-purpose for the quantitative analysis of several hundreds of cells within minutes. Both, cross-validation of the method with single-cell analysis in suspension for THP-1 cells and with LA-ICP-TOFMS analysis of adherent M0 cells grown on chambered glass coverslips, revealed agreeing platinum concentrations at the single-cell level. A high incorporation of cisplatin was observed in M2 macrophages compared to the M0 and M1 macrophage subtypes and the monocyte model, THP-1. The combination with bright-field images and monitoring of highly abundant endogenous elements such as phosphorus and sodium at a high spatial resolution allowed assessing cell size and important morphological cell parameters and thus straightforward control over several cell conditions. This way, apoptotic cells and cell debris as well as doublets or cell clusters could be easily excluded prior to data evaluation without additional staining.
Keyphrases
- single cell
- rna seq
- high throughput
- induced apoptosis
- cell cycle arrest
- cell therapy
- cell death
- endothelial cells
- high resolution
- signaling pathway
- endoplasmic reticulum stress
- oxidative stress
- machine learning
- immune response
- photodynamic therapy
- deep learning
- single molecule
- ms ms
- mesenchymal stem cells
- peripheral blood
- heavy metals
- atrial fibrillation
- anti inflammatory
- fluorescent probe
- molecularly imprinted