textjournal article
Use of metabolic imaging to monitor heterogeneity of tumour response following therapeutic mTORC1/2 pathway inhibition.
Abstract
The PI3K-mTOR-AKT pathway regulates tumour proliferation, gene expression and metabolism, but pathway inhibition induces heterogeneous feedback reactivation, limiting anti-tumour responses. Measuring heterogeneity of pathway inhibition in tissues using protein biomarker phosphorylation or location is challenging. An integrated multi-modal imaging workflow was developed to assess the heterogeneity of AZD2014 (mTORC1/2 inhibitor) response in a PTEN-null renal cancer model. Spatial responses of metabolite biomarkers were analysed by mass spectrometry imaging (MSI). Control and treated tumours were classified according to metabolite-defined regions enriched in control versus AZD2014-treated tumours, respectively. Noticeably, AZD2014-treated tumours retained regions similar to regions dominant in untreated tumours. Imaging mass cytometry analysis of protein biomarkers in 'control-like' regions following AZD2014 treatment showed reduced phospho-S6, indicating suppression, but retained high expression of the glucose transporter GLUT1. Increasing PI3K-AKT inhibition by combining with AZD8186 (PI3Kβ inhibitor) further decreased the control-like metabolic signature, showing PI3K-dependent resistance. This demonstrates that MSI-based workflows yield novel insights into the pharmacodynamic effects of mTORC1/2 inhibition in tumours, which classical biomarkers do not resolve. Coupling these workflows with spatial-omics approaches can deliver greater insights into heterogeneity of treatment response- Text
- Journal contribution
- Metabolism
- Computational & Systems Biology
- Model organisms
- Signalling & Oncogenes
- Genome Integrity & Repair
- Human Biology & Physiology
- Animals
- Benzamides
- Cell Line, Tumor
- Humans
- Mechanistic Target of Rapamycin Complex 1
- Mechanistic Target of Rapamycin Complex 2
- Mice
- Morpholines
- Proto-Oncogene Proteins c-akt
- Pyrimidines
- Signal Transduction
- AKT
- Imaging mass cytometry
- Mass spectrometry imaging
- mTOR
- Pharmacodynamic
- PI3K
- Spatial multi-omics
- Yuneva CC2082
- 06 Biological Sciences
- 11 Medical and Health Sciences
- Developmental Biology
- 31 Biological sciences
- 32 Biomedical and clinical sciences