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Multiregional Radiogenomic Assessment of Prostate Microenvironments with Multiparametric MR Imaging and DNA Whole-Exome Sequencing of Prostate Glands with Adenocarcinoma.

Publication ,  Journal Article
Jamshidi, N; Margolis, DJ; Raman, S; Huang, J; Reiter, RE; Kuo, MD
Published in: Radiology
July 2017

Purpose To assess the underlying genomic variation of prostate gland microenvironments of patients with prostate adenocarcinoma in the context of colocalized multiparametric magnetic resonance (MR) imaging and histopathologic assessment of normal and abnormal regions by using whole-exome sequencing. Materials and Methods Six patients with prostate adenocarcinoma who underwent robotic prostatectomy with whole-mount preservation of the prostate were identified, which enabled spatial mapping between preoperative multiparametric MR imaging and the gland. Four regions of interest were identified within each gland, including regions found to be normal and abnormal via histopathologic analysis. Whole-exome DNA sequencing (>50 times coverage) was performed on each of these spatially targeted regions. Radiogenomic analysis of imaging and mutation data were performed with hierarchical clustering, phylogenetic analysis, and principal component analysis. Results Radiogenomic multiparametric MR imaging and whole-exome spatial characterization in six patients with prostate adenocarcinoma (three patients, Gleason score of 3 + 4; and three patients, Gleason score of 4 + 5) was performed across 23 spatially distinct regions. Hierarchical clustering separated histopathologic analysis-proven high-grade lesions from the normal regions, and this reflected concordance between multiparametric MR imaging and resultant histopathologic analysis in all patients. Seventy-seven mutations involving 29 cancer-associated genes across the 23 spatially distinct prostate samples were identified. There was no significant difference in mutation load in cancer-associated genes between regions that were proven to be normal via histopathologic analysis (34 mutations per sample ± 19), mildly suspicious via multiparametric MR imaging (37 mutations per sample ± 21), intermediately suspicious via multiparametric MR imaging (31 mutations per sample ± 15), and high-grade cancer (33 mutations per sample ± 18) (P = .30). Principal component analysis resolved samples from different patients and further classified samples (regardless of histopathologic status) from prostate glands with Gleason score 3 + 4 versus 4 + 5 samples. Conclusion Multiregion spatial multiparametric MR imaging and whole-exome radiogenomic analysis of prostate glands with adenocarcinoma shows a continuum of mutations across regions that were found via histologic analysis to be high grade and normal. © RSNA, 2017 Online supplemental material is available for this article.

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Published In

Radiology

DOI

EISSN

1527-1315

Publication Date

July 2017

Volume

284

Issue

1

Start / End Page

109 / 119

Location

United States

Related Subject Headings

  • Tumor Microenvironment
  • Retrospective Studies
  • Prostatic Neoplasms
  • Phylogeny
  • Nuclear Medicine & Medical Imaging
  • Neoplasm Grading
  • Male
  • Magnetic Resonance Imaging
  • Imaging, Three-Dimensional
  • Humans
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Jamshidi, N., Margolis, D. J., Raman, S., Huang, J., Reiter, R. E., & Kuo, M. D. (2017). Multiregional Radiogenomic Assessment of Prostate Microenvironments with Multiparametric MR Imaging and DNA Whole-Exome Sequencing of Prostate Glands with Adenocarcinoma. Radiology, 284(1), 109–119. https://doi.org/10.1148/radiol.2017162827
Jamshidi, Neema, Daniel J. Margolis, Steven Raman, Jiaoti Huang, Robert E. Reiter, and Michael D. Kuo. “Multiregional Radiogenomic Assessment of Prostate Microenvironments with Multiparametric MR Imaging and DNA Whole-Exome Sequencing of Prostate Glands with Adenocarcinoma.Radiology 284, no. 1 (July 2017): 109–19. https://doi.org/10.1148/radiol.2017162827.
Jamshidi, Neema, et al. “Multiregional Radiogenomic Assessment of Prostate Microenvironments with Multiparametric MR Imaging and DNA Whole-Exome Sequencing of Prostate Glands with Adenocarcinoma.Radiology, vol. 284, no. 1, July 2017, pp. 109–19. Pubmed, doi:10.1148/radiol.2017162827.

Published In

Radiology

DOI

EISSN

1527-1315

Publication Date

July 2017

Volume

284

Issue

1

Start / End Page

109 / 119

Location

United States

Related Subject Headings

  • Tumor Microenvironment
  • Retrospective Studies
  • Prostatic Neoplasms
  • Phylogeny
  • Nuclear Medicine & Medical Imaging
  • Neoplasm Grading
  • Male
  • Magnetic Resonance Imaging
  • Imaging, Three-Dimensional
  • Humans