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Molecular Cancer Therapeutics
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Cancer Biology and Translational Studies

Prospective Clinical Sequencing of Adult Glioma

Siyuan Zheng, Kristin Alfaro-Munoz, Wei Wei, Xiaojing Wang, Fang Wang, Agda Karina Eterovic, Kenna R. Mills Shaw, Funda Meric-Bernstam, Gregory N. Fuller, Ken Chen, Roel G. Verhaak, Gordon B. Mills, W.K. Alfred Yung, Shiao-Pei Weathers and John F. de Groot
Siyuan Zheng
1Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
2Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas.
3Department of Epidemiology and Biostatistics, Greehey Children's Cancer Research Institute, The University of Texas Health Science Center at San Antonio, San Antonio, Texas.
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  • ORCID record for Siyuan Zheng
  • For correspondence: zhengs3@uthscsa.edu jdegroot@mdanderson.org
Kristin Alfaro-Munoz
1Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
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Wei Wei
4Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas.
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Xiaojing Wang
3Department of Epidemiology and Biostatistics, Greehey Children's Cancer Research Institute, The University of Texas Health Science Center at San Antonio, San Antonio, Texas.
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Fang Wang
5Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
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Agda Karina Eterovic
6Institute of Personalized Cancer Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas.
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Kenna R. Mills Shaw
6Institute of Personalized Cancer Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas.
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Funda Meric-Bernstam
6Institute of Personalized Cancer Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas.
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Gregory N. Fuller
7Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
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Ken Chen
5Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
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Roel G. Verhaak
1Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
2Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas.
5Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
8The Jackson Lab for Genomic Medicine, Farmington, Connecticut.
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Gordon B. Mills
6Institute of Personalized Cancer Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas.
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W.K. Alfred Yung
1Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
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Shiao-Pei Weathers
1Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
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John F. de Groot
1Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
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  • For correspondence: zhengs3@uthscsa.edu jdegroot@mdanderson.org
DOI: 10.1158/1535-7163.MCT-18-1122 Published May 2019
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Abstract

Malignant gliomas are a group of intracranial cancers associated with disproportionately high mortality and morbidity. Here, we report ultradeep targeted sequencing of a prospective cohort of 237 tumors from 234 patients consisting of both glioblastoma (GBM) and lower-grade glioma (LGG) using our customized gene panels. We identified 2,485 somatic mutations, including single-nucleotide substitutions and small indels, using a validated in-house protocol. Sixty-one percent of the mutations were contributed by 12 hypermutators. The hypermutators were enriched for recurrent tumors and had comparable outcome, and most were associated with temozolomide exposure. TP53 was the most frequently mutated gene in our cohort, followed by IDH1 and EGFR. We detected at least one EGFR mutation in 23% of LGGs, which was significantly higher than 6% seen in The Cancer Genome Atlas, a pattern that can be partially explained by the different patient composition and sequencing depth. IDH hotspot mutations were found with higher frequencies in LGG (83%) and secondary GBM (77%) than primary GBM (9%). Multivariate analyses controlling for age, histology, and tumor grade confirm the prognostic value of IDH mutation. We predicted 1p/19q status using the panel sequencing data and received only modest performance by benchmarking the prediction to FISH results of 50 tumors. Targeted therapy based on the sequencing data resulted in three responders out of 14 participants. In conclusion, our study suggests ultradeep targeted sequencing can recapitulate previous findings and can be a useful approach in the clinical setting.

This article is featured in Highlights of This Issue, p. 871

Footnotes

  • Note: Supplementary data for this article are available at Molecular Cancer Therapeutics Online (http://mct.aacrjournals.org/).

  • Received September 29, 2018.
  • Revision received December 18, 2018.
  • Accepted March 12, 2019.
  • Published first March 29, 2019.
  • ©2019 American Association for Cancer Research.
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Molecular Cancer Therapeutics: 18 (5)
May 2019
Volume 18, Issue 5
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Prospective Clinical Sequencing of Adult Glioma
Siyuan Zheng, Kristin Alfaro-Munoz, Wei Wei, Xiaojing Wang, Fang Wang, Agda Karina Eterovic, Kenna R. Mills Shaw, Funda Meric-Bernstam, Gregory N. Fuller, Ken Chen, Roel G. Verhaak, Gordon B. Mills, W.K. Alfred Yung, Shiao-Pei Weathers and John F. de Groot
Mol Cancer Ther May 1 2019 (18) (5) 991-1000; DOI: 10.1158/1535-7163.MCT-18-1122

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Prospective Clinical Sequencing of Adult Glioma
Siyuan Zheng, Kristin Alfaro-Munoz, Wei Wei, Xiaojing Wang, Fang Wang, Agda Karina Eterovic, Kenna R. Mills Shaw, Funda Meric-Bernstam, Gregory N. Fuller, Ken Chen, Roel G. Verhaak, Gordon B. Mills, W.K. Alfred Yung, Shiao-Pei Weathers and John F. de Groot
Mol Cancer Ther May 1 2019 (18) (5) 991-1000; DOI: 10.1158/1535-7163.MCT-18-1122
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