Uncovering Tumor-Stroma Inter-relationships Using MALDI Mass Spectrometry Imaging.
Sarah T BoyleParul MittalGurjeet KaurPeter HoffmannMichael Susithiran SamuelManuela Klingler-HoffmannPublished in: Journal of proteome research (2020)
Tumorigenesis involves a complex interplay between genetically modified cancer cells and their adjacent normal tissue, the stroma. We used an established breast cancer mouse model to investigate this inter-relationship. Conditional activation of Rho-associated protein kinase (ROCK) in a model of mammary tumorigenesis enhances tumor growth and progression by educating the stroma and enhancing the production and remodeling of the extracellular matrix. We used peptide matrix-assisted laser desorption/ionization mass spectrometry imaging (MALDI-MSI) to quantify the proteomic changes occurring within tumors and their stroma in their regular spatial context. Peptides were ranked according to their ability to discriminate between the two groups, using a receiver operating characteristic tool. Peptides were identified by liquid chromatography tandem mass spectrometry, and protein expression was validated by quantitative immunofluorescence using an independent set of tumor samples. We have identified and validated four key proteins upregulated in ROCK-activated mammary tumors relative to those expressing kinase-dead ROCK, namely, collagen I, α-SMA, Rab14, and tubulin-β4. Rab14 and tubulin-β4 are expressed within tumor cells, whereas collagen I is localized within the stroma. α-SMA is predominantly localized within the stroma but is also expressed at higher levels in the epithelia of ROCK-activated tumors. High expression of COL1A, the gene encoding the pro-α 1 chain of collagen, correlates with cancer progression in two human breast cancer genomic data sets, and high expression of COL1A and ACTA2 (the gene encoding α-SMA) are associated with a low survival probability (COLIA, p = 0.00013; ACTA2, p = 0.0076) in estrogen receptor-negative breast cancer patients. To investigate whether ROCK-activated tumor cells cause stromal cancer-associated fibroblasts (CAFs) to upregulate expression of collagen I and α-SMA, we treated CAFs with medium conditioned by primary mammary tumor cells in which ROCK had been activated. This led to abundant production of both proteins in CAFs, clearly highlighting the inter-relationship between tumor cells and CAFs and identifying CAFs as the potential source of high levels of collagen 1 and α-SMA and associated enhancement of tissue stiffness. Our research emphasizes the capacity of MALDI-MSI to quantitatively assess tumor-stroma inter-relationships and to identify potential prognostic factors for cancer progression in human patients, using sophisticated mouse cancer models.
Keyphrases
- mass spectrometry
- prognostic factors
- high resolution
- extracellular matrix
- papillary thyroid
- poor prognosis
- liquid chromatography tandem mass spectrometry
- protein kinase
- liquid chromatography
- estrogen receptor
- endothelial cells
- squamous cell
- wound healing
- mouse model
- copy number
- tissue engineering
- newly diagnosed
- childhood cancer
- gas chromatography
- capillary electrophoresis
- simultaneous determination
- high performance liquid chromatography
- binding protein
- induced pluripotent stem cells
- long non coding rna
- genome wide
- lymph node metastasis
- dna methylation
- squamous cell carcinoma
- ms ms
- ejection fraction
- risk assessment
- climate change
- amino acid
- bone marrow
- transcription factor
- machine learning
- gene expression
- human health
- photodynamic therapy
- chronic kidney disease
- deep learning
- solid phase extraction
- fluorescence imaging
- tyrosine kinase