Personalized Oncology Through Integrative High-Throughput Sequencing: A Pilot Study

被引:455
作者
Roychowdhury, Sameek [1 ,2 ]
Iyer, Matthew K. [1 ,3 ]
Robinson, Dan R. [1 ,4 ]
Lonigro, Robert J. [1 ,3 ]
Wu, Yi-Mi [1 ,4 ]
Cao, Xuhong [1 ,4 ,5 ]
Kalyana-Sundaram, Shanker [1 ,4 ,6 ]
Sam, Lee [1 ,3 ]
Balbin, O. Alejandro [1 ,3 ]
Quist, Michael J. [1 ,4 ]
Barrette, Terrence [1 ,4 ]
Everett, Jessica [7 ]
Siddiqui, Javed [1 ,4 ]
Kunju, Lakshmi P. [1 ,4 ]
Navone, Nora [8 ]
Araujo, John C. [8 ]
Troncoso, Patricia [8 ]
Logothetis, Christopher J. [8 ]
Innis, Jeffrey W. [9 ]
Smith, David C. [2 ,10 ]
Lao, Christopher D. [2 ,10 ]
Kim, Scott Y. [11 ]
Roberts, J. Scott [11 ,12 ]
Gruber, Stephen B. [2 ,10 ]
Pienta, Kenneth J. [1 ,2 ,10 ,13 ]
Talpaz, Moshe [2 ,10 ]
Chinnaiyan, Arul M. [1 ,4 ,5 ,13 ]
机构
[1] Michigan Ctr Translat Pathol, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Dept Internal Med, Div Hematol & Oncol, Ann Arbor, MI 48109 USA
[3] Univ Michigan, Ctr Computat Med & Biol, Ann Arbor, MI 48109 USA
[4] Univ Michigan, Dept Pathol, Ann Arbor, MI 48109 USA
[5] Univ Michigan, Howard Hughes Med Inst, Ann Arbor, MI 48109 USA
[6] Bharathidasan Univ, Dept Environm Biotechnol, Tiruchirappalli 620024, Tamil Nadu, India
[7] Univ Michigan, Div Mol Med & Genet, Dept Internal Med, Ann Arbor, MI 48109 USA
[8] Univ Texas MD Anderson Canc Ctr, Dept Genitourinary Med Oncol, Div Canc Med, Houston, TX 77030 USA
[9] Univ Michigan, Dept Human Genet & Pediat & Communicable Dis, Ann Arbor, MI 48109 USA
[10] Univ Michigan, Ctr Comprehens Canc, Ann Arbor, MI 48109 USA
[11] Univ Michigan, Dept Psychiat, Ann Arbor, MI 48109 USA
[12] Univ Michigan, Sch Publ Hlth, Dept Hlth Behav & Hlth Educ, Ann Arbor, MI 48109 USA
[13] Univ Michigan, Dept Urol, Ann Arbor, MI 48109 USA
关键词
CANCER; GENE; FUSION; BRAF; INHIBITION; MUTATIONS; MELANOMA; PATHWAY; PTEN; REARRANGEMENTS;
D O I
10.1126/scitranslmed.3003161
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Individual cancers harbor a set of genetic aberrations that can be informative for identifying rational therapies currently available or in clinical trials. We implemented a pilot study to explore the practical challenges of applying high-throughput sequencing in clinical oncology. We enrolled patients with advanced or refractory cancer who were eligible for clinical trials. For each patient, we performed whole-genome sequencing of the tumor, targeted whole-exome sequencing of tumor and normal DNA, and transcriptome sequencing (RNA-Seq) of the tumor to identify potentially informative mutations in a clinically relevant time frame of 3 to 4 weeks. With this approach, we detected several classes of cancer mutations including structural rearrangements, copy number alterations, point mutations, and gene expression alterations. A multidisciplinary Sequencing Tumor Board (STB) deliberated on the clinical interpretation of the sequencing results obtained. We tested our sequencing strategy on human prostate cancer xenografts. Next, we enrolled two patients into the clinical protocol and were able to review the results at our STB within 24 days of biopsy. The first patient had metastatic colorectal cancer in which we identified somatic point mutations in NRAS, TP53, AURKA, FAS, and MYH11, plus amplification and overexpression of cyclin-dependent kinase 8 (CDK8). The second patient had malignant melanoma, in which we identified a somatic point mutation in HRAS and a structural rearrangement affecting CDKN2C. The STB identified the CDK8 amplification and Ras mutation as providing a rationale for clinical trials with CDK inhibitors or MEK (mitogen-activated or extracellular signal-regulated protein kinase kinase) and PI3K (phosphatidylinositol 3-kinase) inhibitors, respectively. Integrative high-throughput sequencing of patients with advanced cancer generates a comprehensive, individual mutational landscape to facilitate biomarker-driven clinical trials in oncology.
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页数:10
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