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Transcriptional Characterization of Glioma Neural Stem Cells Diva ...

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9.1. Digital Pr<strong>of</strong>iling <strong>of</strong> GNS Cell Lines Discussion<br />

is constrained by discrepancies between reference and tumour samples; for in-<br />

stance the higher neuronal content <strong>of</strong> normal brain tissue compared to tumours.<br />

Gene expression pr<strong>of</strong>iling <strong>of</strong> tumour biopsies further suffers from mixed signal<br />

due to a stromal cell component and heterogeneous populations <strong>of</strong> cancer cells,<br />

only some <strong>of</strong> which contribute to tumour progression and maintenance [379].<br />

Part <strong>of</strong> a recent study bearing a closer relationship to our analysis examined<br />

gene expression in another panel <strong>of</strong> glioma-derived and normal NS cells [299],<br />

but included neurosphere cultures which <strong>of</strong>ten contain a heterogeneous mix-<br />

ture <strong>of</strong> self-renewing and differentiating cells. We have managed to circumvent<br />

these issues by pr<strong>of</strong>iling uniform cultures <strong>of</strong> primary malignant stem cell lines<br />

that can reconstitute the tumour in vivo [402], in direct comparison to normal<br />

counterparts <strong>of</strong> the same cell type [107,481]. While the resulting expression<br />

patterns largely agree with those obtained from glioblastoma tissues, there are<br />

notable differences. For example, we found the breast cancer oncogene LMO4<br />

(discussed above) to be up-regulated in most GNS lines, although its average<br />

expression in glioblastoma tumours is low relative to normal brain tissue (Fig<br />

7.4 3a). Similarly, TAGLN and TES were absent or low in most GNS lines, but<br />

displayed the opposite trend in glioblastoma tissue compared to normal brain<br />

(Fig 7.4c) or grade III astrocytoma (Fig 7.4d). Importantly, both TAGLN and<br />

TES have been characterised as tumour suppressors in malignancies outside<br />

the brain and the latter is <strong>of</strong>ten silenced by promoter hypermethylation in<br />

glioblastoma [30,349]. A very interesting hypothesis about the TES gene that<br />

we could explore further with specific biochemical assays, is that, assuming the<br />

methylation mark observed in glioblastoma literature is maintained in our GNS<br />

cell lines, there must be a very robust mechanism to keep this gene silenced.<br />

In fact, TES is found on chromosome 7, which is nearly always present in very<br />

high copy number, for example in cell line G144, which carries more than 10<br />

copies at late passages (Fig 6.7). If we could verify that the methylation mark<br />

in our GNS cell lines was maintained, this would be consistent with TES being<br />

silenced very early on in the disease, before the chromosomal gains and ane-<br />

uploidy, which may make it a good candidate as a glioblastoma initiating event.<br />

In assigning each GNS cell line to one <strong>of</strong> the four expression signature pr<strong>of</strong>iles<br />

as defined by the latest study by Verhaak et al [511], each match was reflective<br />

<strong>of</strong> their known histopathological features and this further supported the need<br />

for a patient stratification approach in assigning therapies. G166 and G179,<br />

both glioblastoma cell lines, were assigned to the mesenchymal signature, asso-<br />

227

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