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

被引:451
|
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.
引用
收藏
页数:10
相关论文
共 50 条
  • [41] Contribution of high-throughput DNA sequencing to the study of primary immunodeficiencies
    Picard, Capucine
    Fischer, Alain
    EUROPEAN JOURNAL OF IMMUNOLOGY, 2014, 44 (10) : 2854 - 2861
  • [42] ROLE OF HIGH-THROUGHPUT SEQUENCING TECHNOLOGIES IN GENOME SEQUENCING
    Chaitanya, K. V.
    Alikhan, Akbar P.
    Reddy, V. Prasanth
    Lakhtakia, Rishabh
    Ramji, M. Taraka
    INTERNATIONAL JOURNAL OF ADVANCED BIOTECHNOLOGY AND RESEARCH, 2010, 1 (02): : 120 - 129
  • [43] High-Throughput Sequencing and Copy Number Variation Detection in Gastric Adenocarcinoma for Personalized Cancer Therapy
    Kim, Seokhwi
    Lee, Jeeyun
    Kang, Won Ki
    Kim, Sung
    Kim, Duk-Hwan
    Kim, Kyoung-Mee
    MODERN PATHOLOGY, 2015, 28 : 169A - 169A
  • [44] Screening by high-throughput sequencing for pathogenic variants in cystic fibrosis: Benefit of introducing personalized therapies
    Vieira de Melo, Ana Cristina
    Costa de Souza, Karla Simone
    Vital da Silva, Heglayne Pereira
    de Cerqueira Maia, Jussara Melo
    Dantas, Vera Maria
    Bezerra, Joao Felipe
    de Rezende, Adriana Augusto
    JOURNAL OF CELLULAR AND MOLECULAR MEDICINE, 2022, 26 (23) : 5943 - 5947
  • [45] High-Throughput Sequencing and Copy Number Variation Detection in Gastric Adenocarcinoma for Personalized Cancer Therapy
    Kim, Seokhwi
    Lee, Jeeyun
    Kang, Won Ki
    Kim, Sung
    Kim, Duk-Hwan
    Kim, Kyoung-Mee
    LABORATORY INVESTIGATION, 2015, 95 : 169A - 169A
  • [46] Pilot genome-wide study of tandem 3′ UTRs in esophageal cancer using high-throughput sequencing
    Sun, Mingzhong
    Ju, Huixiang
    Zhou, Zhongwei
    Zhu, Rong
    MOLECULAR MEDICINE REPORTS, 2014, 9 (05) : 1597 - 1605
  • [47] Exploring the Polyadenylated RNA Virome of Sweet Potato through High-Throughput Sequencing
    Gu, Ying-Hong
    Tao, Xiang
    Lai, Xian-Jun
    Wang, Hai-Yan
    Zhang, Yi-Zheng
    PLOS ONE, 2014, 9 (06):
  • [48] Identification of Known and Novel MicroRNAs in Raspberry Organs Through High-Throughput Sequencing
    Yan, Gengxuan
    Zhang, Jie
    Jiang, Meng
    Gao, Xince
    Yang, Hongyi
    Li, Lili
    FRONTIERS IN PLANT SCIENCE, 2020, 11
  • [49] Analysis of the Fungal Community in Ziziphi Spinosae Semen through High-Throughput Sequencing
    Guo, Mengyue
    Jiang, Wenjun
    Luo, Jiaoyang
    Yang, Meihua
    Pang, Xiaohui
    TOXINS, 2018, 10 (12)
  • [50] Quantitative selection of DNA aptamers through microfluidic selection and high-throughput sequencing
    Cho, Minseon
    Xiao, Yi
    Nie, Jeff
    Stewart, Ron
    Csordas, Andrew T.
    Oh, Seung Soo
    Thomson, James A.
    Soh, H. Tom
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (35) : 15373 - 15378