Global survey of the immunomodulatory potential of common drugs.
Gregory I VladimerBerend SnijderNikolaus KrallJohannes W BigenzahnKilian V M HuberCharles-Hugues LardeauKumar SanjivAnna RinglerUlrika Warpman BerglundMonika SablerOscar Lopez de la FuentePaul KnöblStefan KubicekThomas HelledayUlrich JägerGiulio Superti-FurgaPublished in: Nature chemical biology (2017)
Small-molecule drugs may complement antibody-based therapies in an immune-oncology setting, yet systematic methods for the identification and characterization of the immunomodulatory properties of these entities are lacking. We surveyed the immumomodulatory potential of 1,402 small chemical molecules, as defined by their ability to alter the cell-cell interactions among peripheral mononuclear leukocytes ex vivo, using automated microscopy and population-wide single-cell image analysis. Unexpectedly, ∼10% of the agents tested affected these cell-cell interactions differentially. The results accurately recapitulated known immunomodulatory drug classes and revealed several clinically approved drugs that unexpectedly harbor the ability to modulate the immune system, which could potentially contribute to their physiological mechanism of action. For instance, the kinase inhibitor crizotinib promoted T cell interactions with monocytes, as well as with cancer cells, through inhibition of the receptor tyrosine kinase MSTR1 and subsequent upregulation of the expression of major histocompatibility complex molecules. The approach offers an attractive platform for the personalized identification and characterization of immunomodulatory therapeutics.
Keyphrases
- single cell
- small molecule
- tyrosine kinase
- high throughput
- rna seq
- cell therapy
- poor prognosis
- peripheral blood
- machine learning
- epidermal growth factor receptor
- cell proliferation
- binding protein
- deep learning
- signaling pathway
- mesenchymal stem cells
- cross sectional
- drug induced
- risk assessment
- optical coherence tomography
- mass spectrometry
- adverse drug