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Diffusion-Weighted and Dynamic Contrast-Enhanced MRI of Prostate Cancer: Correlation of Quantitative MR Parameters With Gleason Score and Tumor Angiogenesis
Abstract
OBJECTIVE: The objective of our study was to investigate whether quantitative parameters derived from diffusion-weighted imaging (DWI) and dynamic contrast-enhanced MRI (DCE-MRI) correlate with Gleason score and angiogenesis of prostate cancer. MATERIALS AND METHODS: Seventy-three patients who underwent preoperative MRI and radical prostatectomy were included in our study. A radiologist and pathologist located the dominant tumor on the MR images based on histopathologic correlation. For each dominant tumor, the apparent diffusion coefficient (ADC) value and quantitative DCE-MRI parameters (i.e., contrast agent transfer rate between blood and tissue [K(trans)], extravascular extracellular fractional volume [v(e)], contrast agent backflux rate constant [k(ep)], and blood plasma fractional volume on a voxel-by-voxel basis [v(p)]) were calculated and the Gleason score was recorded. The mean blood vessel count, mean vessel area fraction, and vascular endothelial growth factor (VEGF) expression of the dominant tumor were determined using CD31, CD34, and VEGF antibody stains. Spearman correlation analysis between MR and histopathologic parameters was conducted. RESULTS: The mean tumor diameter was 15.2 mm (range, 5-28 mm). Of the 73 prostate cancer tumors, five (6.8%) had a Gleason score of 6, 46 (63%) had a Gleason score of 7, and 22 (30.1%) had a Gleason score of greater than 7. ADC values showed a moderate negative correlation with Gleason score (r = -0.376, p = 0.001) but did not correlate with tumor angiogenesis parameters. Quantitative DCE-MRI parameters did not show a significant correlation with Gleason score or VEGF expression (p > 0.05). Mean blood vessel count and mean vessel area fraction parameters estimated from prostate cancer positively correlated with k(ep) (r = 0.440 and 0.453, respectively; p = 0.001 for both). CONCLUSION: There is a moderate correlation between ADC values and Gleason score and between k(ep) and microvessel density of prostate cancer. Although the strength of the correlations is insufficient for immediate diagnostic utility, these results warrant further investigation on the potential of multiparametric MRI to facilitate noninvasive assessment of prostate cancer aggressiveness and angiogenesis.
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Jemal, A., Siegel, R., Xu, J., & Ward, E. (2010) · CA: A Cancer Journal for Clinicians · doi:10.3322/caac.20073 · Cited by 12,596
Cited by
Shukla‐Dave, A., Obuchowski, N. A., Chenevert, T. L., Jambawalikar, S., Schwartz, L. H., Malyarenko, D., Huang, W., Noworolski, S. M., Young, R. J., Shiroishi, M. S., et al. (2019) · Journal of Magnetic Resonance Imaging · doi:10.1002/jmri.26518 · Cited by 389
Donati, O. F., Mazaheri, Y., Afaq, A., Vargas, H. A., Zheng, J., Moskowitz, C. S., Hricak, H., & Akin, O. (2014) · Radiology · doi:10.1148/radiol.13130973 · Cited by 295
Gnep, K., Fargeas, A., Gutiérrez-Carvajal, R. E., Commandeur, F., Mathieu, R., Ospina, J. D., Rolland, Y., Rohou, T., Vincendeau, S., Hatt, M., et al. (2017) · Journal of Magnetic Resonance Imaging · doi:10.1002/jmri.25335 · Cited by 162
Vignati, A., Mazzetti, S., Giannini, V, Russo, F., Bollito, E., Porpiglia, F., Stasi, M., & Regge, D. (2015) · Physics in Medicine & Biology · doi:10.1088/0031-9155/60/7/2685 · Cited by 122
Bane, O., Hectors, S. J., Wagner, M., Arlinghaus, L. L., Aryal, M. P., Cao, Y., Chenevert, T. L., Fennessy, F., Huang, W., Hylton, N. M., et al. (2018) · Magnetic Resonance in Medicine · doi:10.1002/mrm.26903 · Cited by 109
Metadata
- Authors
- Oto, A., Yang, C., Kayhan, A., Tretiakova, M., Antic, T., Schmid-Tannwald, C., Eggener, S., Karczmar, G. S., & Stadler, W. M.
- Venue
- American Journal of Roentgenology
- Publisher
- American Roentgen Ray Society
- Published
- 2011-12
- Volume
- 197
- Issue
- 6
- Pages
- 1382-1390
- ISSN
- 0002-9580 (ISSN-L)
- 0361-803X
- 1546-3141
- OpenAlex
- W2012693272
- Cited by
- 242
- References
- 1
- FWCI
- 15.86
- Type
- journal article
- Language
- en
- Open access
- closed
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- CoChat. (2026). Citation check: Diffusion-Weighted and Dynamic Contrast-Enhanced MRI of Prostate Cancer: Correlation of Quantitative MR Parameters With Gleason Score and Tumor Angiogenesis. https://app.cochat.ai/papers/10.2214/ajr.11.6861
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- Oto, A., Yang, C., Kayhan, A., Tretiakova, M., Antic, T., Schmid-Tannwald, C., Eggener, S., Karczmar, G. S., & Stadler, W. M. (2011). Diffusion-Weighted and Dynamic Contrast-Enhanced MRI of Prostate Cancer: Correlation of Quantitative MR Parameters With Gleason Score and Tumor Angiogenesis. American Journal of Roentgenology. https://doi.org/10.2214/ajr.11.6861
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