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PERSONALIZED TREATMENT OF HEAD AND NECK CANCER<br />

negative counterparts. 11 Underlying these differences in clinical<br />

phenotypes are distinct molecular characteristics of<br />

HPV-positive and HPV-negative tumors. 12 Gene expression<br />

studies have pointed to subtypes of the disease with different<br />

clinical and molecular characteristics. A recent analysis<br />

based on four discovery cohorts and two independent validation<br />

datasets classifıed HNSCC into three super groups<br />

called inflamed/mesenchymal (IMS), basal (BA), and classical<br />

(CL) based on previously used nomenclature. 12 Interestingly,<br />

HPV-positive tumors fell into only two of these groups<br />

(IMS and CL), whereas the BA group consisted exclusively of<br />

HPV-negative cancers. Furthermore, the classifıcation appears<br />

to be prognostic for overall survival even within the<br />

HPV-positive tumors where the IMS HPV-positive group,<br />

enriched for immune-related genes, had the best outcome.<br />

TP53 mutations were shown to be exclusive to HPV-negative<br />

tumors, presumably as a result of the phenocopying effect of E6<br />

viral protein-mediated TP53 degradation. Similarly, whereas<br />

CDKN2A has been shown to be affected by copy number losses<br />

or mutations to the coding sequences of the gene, this was not<br />

seen in HPV-positive tumors as a result of its inactivation by the<br />

E7 viral protein. Other notable differences are seen in kinases<br />

that could be potential targets for therapy including more frequent<br />

mutation of PIK3CA and FGFR 2/3 in HPV-positive tumors<br />

contrasted with amplifıcation of EGFR, FGFR1, and<br />

CCDN1 seen exclusively in HPV-negative tumors. 12-13<br />

In tumors lacking HPV infection, long-term studies of<br />

TP53 mutation have shown that its presence is associated<br />

with poor outcomes, an effect that seems to be accentuated by<br />

the functional effect of the mutation. Recent work by Gross et<br />

al looking across multiple data-layers has refıned the interpretation<br />

of TP53 mutations by showing that they usually cooccur<br />

with loss of the 3p chromosomal region and that the<br />

adverse prognostic effect coincides with the combinations of<br />

the two events. 14 The putative gene(s) on 3p have yet to be<br />

fully elucidated but one candidate is FHIT, which functions<br />

as a tumor suppressor and has been linked with radiosensitivity,<br />

perhaps explaining its key role in HNSCC. 15<br />

Larger cohorts such as The Cancer Genome Atlas (TCGA)<br />

have facilitated attention to increasingly rare genomic drivers<br />

of the disease. One example is Caspase 8 mutation, which<br />

only compromises approximately 8% of the TCGA patient<br />

cohort. Despite its relatively low frequency, this event has<br />

proven interesting as it occurs in mutual exclusion of the<br />

TP53 mutation/3p deletion event, and has been shown to accelerate<br />

tumor growth through inhibition of death receptor<br />

mediated apoptosis pathways. 14,16 These tumors seem to<br />

have developed from a very different mechanism of oncogenesis<br />

than either their TP53 mutated, or HPV-positive counterparts,<br />

and patients with the alteration would likely benefıt<br />

from different treatment strategies.<br />

Even as we begin to understand the drivers of HNSCC progression,<br />

new unsolved problems arise such as understanding<br />

the heterogeneity of the disease and the interplay of clonal<br />

populations within a single tumor. Current studies rely on<br />

molecular measurements taken from a single tumor sample<br />

at a single time-point, usually before intervention. The observation<br />

that patients with a high degree of intratumoral heterogeneity<br />

tend to have worse outcomes proposes new research<br />

directions to quantify the tumor not as a single unit but as a<br />

collection of diverse cellular populations. 17 Profıling at multiple<br />

sites within a tumor as well as multiple time-points<br />

along the treatment and progression of the tumor will add a<br />

new dimension to our understanding of HNSCC. However,<br />

to understand this more complex data, bigger and more phenotypically<br />

rich cohorts will be required.<br />

THE RISE OF BIG DATA IN CANCER<br />

In the age of the $1,000 genome, a new market for consumer<br />

genomics has emerged that promises both immediately actionable<br />

results to the patient as well as a treasure trove of<br />

data for the institutions overseeing its collection and maintenance.<br />

At its current state, clinical sequencing remains an optimistic<br />

enterprise with few truly actionable events detected by<br />

such assays. Although current prospects for such personalized<br />

FIGURE 1. Schematic of the Precision Medicine Paradigm on the (A) Population and (B) Individual Patient Levels<br />

A<br />

Population Level<br />

B<br />

Individual Patient Level<br />

Diagnostics<br />

- gene mutation panels<br />

- whole-exome sequencing<br />

- gene/mirna expression panels<br />

Data Warehouses<br />

- Human Longevity Inc.<br />

- 23 & Me<br />

- government-funded cohorts<br />

Host Factors<br />

- risk behaviors<br />

- genetic susceptibility<br />

- alcohol/tobacco use<br />

- HPV vaccination status<br />

Tumor Factors<br />

- tumor grade/stage<br />

- tumor location<br />

- HPV status/strain<br />

- molecular heterogeneity<br />

Synthesizing Platforms<br />

- Flatiron Health<br />

- NexBio<br />

- IBM Watson Oncology<br />

Disease Understanding<br />

Clinical<br />

Phenotype<br />

Outcome<br />

+ treatment<br />

Re-evaluate at disease persistance<br />

or recurrence<br />

asco.org/edbook | 2015 ASCO EDUCATIONAL BOOK 29

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