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Logo of nihpaAbout Author manuscriptsSubmit a manuscriptHHS Public Access; Author Manuscript; Accepted for publication in peer reviewed journal;
Science. Author manuscript; available in PMC 2013 April 23.
Published in final edited form as:
PMCID: PMC3633467

Genome Sequencing Identifies a Basis for Everolimus Sensitivity

Along-standing problem in oncology is the variability of treatment response observed in early stage clinical trials. Drugs that fail to induce disease regression in most patients or prolong median progression-free survival (PFS) are deemed inactive and often abandoned, even when the drug exhibits profound activity in a small number of patients. We hypothesized that sequencing the tumor genomes of such “outlier” patients might identify unique somatic alterations that are the basis of their drug response, information that could in turn inform future clinical development.

We studied the tumor genome of a patient with metastatic bladder cancer who achieved a durable (>2 years) and ongoing complete response to everolimus, a drug targeting the mTORC1 (mammalian target of rapamycin) complex (Fig. 1A). The patient was enrolled in a phase II trial (ClinicalTrials. gov NCT00805 129) that failed to achieve its PFS end point. Whole-genome sequencing of DNA derived from the primary tumor and blood (1) identified 17,136 somatic missense mutations and small insertions and deletions (mutation rate of 6.21 per million bases). Of these, 140 were non-synonymous mutations within protein-coding or noncoding RNA regions of the genome. Structurally, this tumor genome was intact, lacking significant copy number alterations or functional translocations (Fig. 1B). Among confirmed coding mutations were (i) a two-base-pair deletion in the TSC1 (tuberous sclerosis complex 1) gene, resulting in a frameshift truncation (c.1907_1908del, p.Glu636fs), and (ii) a nonsense mutation in the NF2 (neurofibromatosis type 2) gene, creating a premature stop codon (c.863C>G, p.Ser288*). These loss-of-function mutations were noteworthy (table S1) because alterations in these genes have been associated with mTORC1 dependence in preclinical models (2). Sequencing of both genes in a second cohort of 96 high-grade bladder cancers identified five additional somatic TSC1 mutations, whereas no additional NF2 mutations were detected (fig. S1). Although the NF2 mutation was uncommon in bladder cancers, knockdown of NF2 expression in TSC1-null bladder cancer cells was associated with enhanced sensitivity to mTORC1 inhibition (fig. S1).

Fig. 1
(A) Computed tomography images of the index patient demonstrating complete resolution of metastatic disease (arrows). (B) Somatic abnormalities in the outlier responder’s genome included (from outside to inside) copy number alterations; mutations ...

Because TSC1 is mutated in a subset of bladder cancers (3), we explored whether TSC1 mutation is a biomarker of clinical benefit from everolimus therapy in this disease. We thus analyzed 13 additional bladder cancer patients treated with everolimus in the same trial with a targeted deep sequencing assay designed to interrogate the coding exons of ~200 genes commonly mutated in human cancers [(1) and fig. S1]. This analysis revealed three additional tumors harboring nonsense mutations in TSC1, including two patients who had minor responses to everolimus (Fig. 1C; 17 and 24% tumor regression). A fourth patient with 7% tumor regression had a somatic missense TSC1 variant of unknown functional consequence. In contrast, tumors from eight of the nine patients showing disease progression were TSC1 wild type. Patients with TSC1-mutant tumors remained on everolimus longer than those with wild-type tumors (7.7 versus 2.0 months, P= 0.004) with a significant improvement in time to recurrence (4.1 versus 1.8 months; hazard ratio = 18.5, 95% confidence interval 2.1 to 162, P = 0.001).

These results suggest that mTORC1-directed therapies may be most effective in cancer patients whose tumors harbor TSC1 somatic mutations (4) and demonstrate the feasibility of using whole-genome and capture-based sequencing methodologies in the clinical setting to identify previously unrecognized biomarkers of drug response in genetically heterogeneous solid tumors. Although single-patient anecdotes are often dismissed as failing to provide meaningful clinical evidence, this example illustrates the potential for such cases to inform future clinical development of drugs in molecularly defined populations.

Supplementary Material


D.F.B. is a paid consultant for Novartis, which markets everolimus. M.F.B. is a paid consultant for Foundation Medicine, a company specializing in personalized cancer medicine. The compressed binary Sequence Alignment/Map files (BAM) have been deposited in dbGaP (accession no. phs000535.v1.p1).

References and Notes

1. Materials and methods are available as supplementary materials on Science Online.
2. López-Lago MA, Okada T, Murillo MM, Socci N, Giancotti FG. Mol Cell Biol. 2009;29:4235. [PMC free article] [PubMed]
3. Platt FM, et al. Clin Cancer Res. 2009;15:6008. [PubMed]
4. Krueger DA, et al. N Engl J Med. 2010;363:1801. [PubMed]