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Rapid determination of the tumour stroma ratio in squamous cell carcinomas with desorption electrospray ionization mass spectrometry (DESI-MS): a proof-of-concept demonstration
- Source :
- The Analyst. 142(17)
- Publication Year :
- 2017
-
Abstract
- Squamous cell carcinomas constitute a major class of head & neck cancers, where the tumour stroma ratio (TSR) carries prognostic information. Patients affected by stroma-rich tumours exhibit a poor prognosis and a higher chance of relapse. As such, there is a need for a technology platform that allows rapid determination of the tumour stroma ratio. In this work, we provide a proof-of-principle demonstration that Desorption Electrospray Ionization Mass Spectrometry (DESI-MS) can be used to determine tumour stroma ratios. Slices from three independent mouse xenograft tumours from the human FaDu cell line were subjected to DESI-MS imaging, staining and detailed analysis using digital pathology methods. Using multivariate statistical methods we compared the MS profiles with those of isolated stromal cells. We found that m/z 773.53 [PG(18:1)(18:1) - H]-, m/z 835.53 [PI(34:1) - H]- and m/z 863.56 [PI(18:1)(18:0) - H]- are biomarker ions that can distinguish FaDu cancer from cancer associated fibroblast (CAF) cells. A comparison with DESI-MS analysis of controlled mixtures of the CAF and FaDu cells showed that the abundance of the biomarker ions above can be used to determine, with an error margin of close to 5% compared with quantitative pathology estimates, TSR values. This proof-of-principle demonstration is encouraging and must be further validated using human samples and a larger sample base. At maturity, DESI-MS thus may become a stand-alone molecular pathology tool providing an alternative rapid cancer assessment without the need for time-consuming staining and microscopy methods, potentially further conserving human resources.
- Subjects :
- 0301 basic medicine
Spectrometry, Mass, Electrospray Ionization
Stromal cell
Electrospray ionization
Analytical chemistry
Mice, SCID
Mass spectrometry
01 natural sciences
Biochemistry
Proof of Concept Study
Analytical Chemistry
03 medical and health sciences
Mice
Mice, Inbred NOD
Cell Line, Tumor
Electrochemistry
Carcinoma
medicine
Biomarkers, Tumor
Environmental Chemistry
Animals
Humans
Spectroscopy
Ions
Molecular pathology
Chemistry
010401 analytical chemistry
Cancer
Neoplasms, Experimental
medicine.disease
0104 chemical sciences
Staining
030104 developmental biology
Head and Neck Neoplasms
Cancer research
Carcinoma, Squamous Cell
Biomarker (medicine)
Subjects
Details
- ISSN :
- 13645528
- Volume :
- 142
- Issue :
- 17
- Database :
- OpenAIRE
- Journal :
- The Analyst
- Accession number :
- edsair.doi.dedup.....00f850065e895d1a128c3c8a6283a467