Skip to main content
Top
Published in: Japanese Journal of Radiology 12/2014

01-12-2014 | Original Article

Clinical utility of the normalized apparent diffusion coefficient for preoperative evaluation of the aggressiveness of prostate cancer

Authors: Ryo Itatani, Tomohiro Namimoto, Akira Yoshimura, Kazuhiro Katahira, Seiichiro Noda, Nobuyuki Toyonari, Kosuke Kitani, Yasuyuki Hamada, Mitsuhiko Kitaoka, Yasuyuki Yamashita

Published in: Japanese Journal of Radiology | Issue 12/2014

Login to get access

Abstract

Purpose

Normalization of the apparent diffusion coefficient (ADC) may overcome ADC variability attributable to different patient and/or technical factors. The purpose of this study was to compare the efficacy of ADC and the normalized ADC (nADC) for differentiating between prostate cancer with a Gleason score (GS) = 6 and GS > 6 and to identify an optimum reference for nADC calculations.

Materials and methods

Our study population comprised 58 patients who underwent diffusion-weighted MRI followed by radical prostatectomy. The nADC of the prostate cancer was calculated as ADC (cancer)/ADC (reference) by using the obturator internus muscle, urine in the bladder, and a 20-ml saline bottle placed on the groin as references. We performed receiver operating characteristic (ROC) analysis to identify the optimum reference for nADC calculations.

Results

To differentiate between GS = 6 and GS > 6 prostate cancer, the area under the ROC curve of the nADC obtained with a saline bottle as reference was best (0.85) and significantly better than the area under the ADC ROC curve (0.71).

Conclusions

nADC is superior to ADC for estimating the aggressiveness of prostate cancer. It is a noninvasive technique that aids in the selection of appropriate treatments.
Literature
1.
3.
go back to reference Itatani R, Namimoto T, Kajihara H, et al. Triage of low-risk prostate cancer patients with PSA levels 10 ng/ml or less: comparison of apparent diffusion coefficient value and transrectal ultrasound-guided target biopsy. AJR Am J Roentgenol. 2014;202(5):1051–7.PubMedCrossRef Itatani R, Namimoto T, Kajihara H, et al. Triage of low-risk prostate cancer patients with PSA levels 10 ng/ml or less: comparison of apparent diffusion coefficient value and transrectal ultrasound-guided target biopsy. AJR Am J Roentgenol. 2014;202(5):1051–7.PubMedCrossRef
4.
go back to reference Hambrock T, Somford DM, Huisman HJ, et al. Relationship between apparent diffusion coefficients at 3.0-T MR imaging and Gleason grade in peripheral zone prostate cancer. Radiology. 2011;259(2):453–61.PubMedCrossRef Hambrock T, Somford DM, Huisman HJ, et al. Relationship between apparent diffusion coefficients at 3.0-T MR imaging and Gleason grade in peripheral zone prostate cancer. Radiology. 2011;259(2):453–61.PubMedCrossRef
5.
go back to reference Turkbey B, Shah VP, Pang Y, et al. Is apparent diffusion coefficient associated with clinical risk scores for prostate cancers that are visible on 3-T MR images? Radiology. 2011;258(2):488–95.PubMedCentralPubMedCrossRef Turkbey B, Shah VP, Pang Y, et al. Is apparent diffusion coefficient associated with clinical risk scores for prostate cancers that are visible on 3-T MR images? Radiology. 2011;258(2):488–95.PubMedCentralPubMedCrossRef
6.
go back to reference Kitajima K, Takahashi S, Ueno Y, et al. Clinical utility of apparent diffusion coefficient values obtained using high b-value when diagnosing prostate cancer using 3 tesla MRI: comparison between ultra-high b-value (2000 s/mm2) and standard high b-value (1000 s/mm2). J Magn Reson Imaging. 2012;36(1):198–205.PubMedCrossRef Kitajima K, Takahashi S, Ueno Y, et al. Clinical utility of apparent diffusion coefficient values obtained using high b-value when diagnosing prostate cancer using 3 tesla MRI: comparison between ultra-high b-value (2000 s/mm2) and standard high b-value (1000 s/mm2). J Magn Reson Imaging. 2012;36(1):198–205.PubMedCrossRef
7.
go back to reference Hoehn-Berlage M, Eis M, Schmitz B. Regional and directional anisotropy of apparent diffusion coefficient in rat brain. NMR Biomed. 1999;12(1):45–50.PubMedCrossRef Hoehn-Berlage M, Eis M, Schmitz B. Regional and directional anisotropy of apparent diffusion coefficient in rat brain. NMR Biomed. 1999;12(1):45–50.PubMedCrossRef
8.
go back to reference DeLano MC, Cooper TG, Siebert JE, et al. High-b-value diffusion-weighted MR imaging of adult brain: image contrast and apparent diffusion coefficient map features. AJNR Am J Neuroradiol. 2000;21(10):1830–6.PubMed DeLano MC, Cooper TG, Siebert JE, et al. High-b-value diffusion-weighted MR imaging of adult brain: image contrast and apparent diffusion coefficient map features. AJNR Am J Neuroradiol. 2000;21(10):1830–6.PubMed
9.
go back to reference Mulkern RV, Barnes AS, Haker SJ, et al. Biexponential characterization of prostate tissue water diffusion decay curves over an extended b-factor range. Magn Reson Imaging. 2006;24(5):563–8.PubMedCentralPubMedCrossRef Mulkern RV, Barnes AS, Haker SJ, et al. Biexponential characterization of prostate tissue water diffusion decay curves over an extended b-factor range. Magn Reson Imaging. 2006;24(5):563–8.PubMedCentralPubMedCrossRef
10.
go back to reference Thoeny HC, De Keyzer F, Oyen RH, et al. Diffusion-weighted MR imaging of kidneys in healthy volunteers and patients with parenchymal diseases: initial experience. Radiology. 2005;235(3):911–7.PubMedCrossRef Thoeny HC, De Keyzer F, Oyen RH, et al. Diffusion-weighted MR imaging of kidneys in healthy volunteers and patients with parenchymal diseases: initial experience. Radiology. 2005;235(3):911–7.PubMedCrossRef
11.
go back to reference Bilgili Y, Unal B. Effect of region of interest on interobserver variance in apparent diffusion coefficient measures. AJNR Am J Neuroradiol. 2004;25(1):108–11.PubMed Bilgili Y, Unal B. Effect of region of interest on interobserver variance in apparent diffusion coefficient measures. AJNR Am J Neuroradiol. 2004;25(1):108–11.PubMed
12.
go back to reference Ulug AM, Beauchamp N Jr, Bryan RN, et al. Absolute quantitation of diffusion constants in human stroke. Stroke. 1997;28(3):483–90.PubMedCrossRef Ulug AM, Beauchamp N Jr, Bryan RN, et al. Absolute quantitation of diffusion constants in human stroke. Stroke. 1997;28(3):483–90.PubMedCrossRef
13.
go back to reference Tamada T, Sone T, Jo Y, et al. Apparent diffusion coefficient values in peripheral and transition zones of the prostate: comparison between normal and malignant prostatic tissues and correlation with histologic grade. J Magn Reson Imaging. 2008;28(3):720–6.PubMedCrossRef Tamada T, Sone T, Jo Y, et al. Apparent diffusion coefficient values in peripheral and transition zones of the prostate: comparison between normal and malignant prostatic tissues and correlation with histologic grade. J Magn Reson Imaging. 2008;28(3):720–6.PubMedCrossRef
14.
go back to reference Oh J, Henry RG, Pirzkall A, et al. Survival analysis in patients with glioblastoma multiforme: predictive value of choline-to-N-acetylaspartate index, apparent diffusion coefficient, and relative cerebral blood volume. J Magn Reson Imaging. 2004;19(5):546–54.PubMedCrossRef Oh J, Henry RG, Pirzkall A, et al. Survival analysis in patients with glioblastoma multiforme: predictive value of choline-to-N-acetylaspartate index, apparent diffusion coefficient, and relative cerebral blood volume. J Magn Reson Imaging. 2004;19(5):546–54.PubMedCrossRef
15.
go back to reference Do RK, Chandarana H, Felker E, et al. Diagnosis of liver fibrosis and cirrhosis with diffusion-weighted imaging: value of normalized apparent diffusion coefficient using the spleen as reference organ. AJR Am J Roentgenol. 2010;195(3):671–6.PubMedCrossRef Do RK, Chandarana H, Felker E, et al. Diagnosis of liver fibrosis and cirrhosis with diffusion-weighted imaging: value of normalized apparent diffusion coefficient using the spleen as reference organ. AJR Am J Roentgenol. 2010;195(3):671–6.PubMedCrossRef
16.
go back to reference Barral M, Sebbag-Sfez D, Hoeffel C, et al. Characterization of focal pancreatic lesions using normalized apparent diffusion coefficient at 1.5-Tesla: preliminary experience. Diagn Interv Imaging. 2013;94(6):619–27.PubMedCrossRef Barral M, Sebbag-Sfez D, Hoeffel C, et al. Characterization of focal pancreatic lesions using normalized apparent diffusion coefficient at 1.5-Tesla: preliminary experience. Diagn Interv Imaging. 2013;94(6):619–27.PubMedCrossRef
17.
go back to reference Park SO, Kim JK, Kim KA, et al. Relative apparent diffusion coefficient: determination of reference site and validation of benefit for detecting metastatic lymph nodes in uterine cervical cancer. J Magn Reson Imaging. 2009;29(2):383–90.PubMedCrossRef Park SO, Kim JK, Kim KA, et al. Relative apparent diffusion coefficient: determination of reference site and validation of benefit for detecting metastatic lymph nodes in uterine cervical cancer. J Magn Reson Imaging. 2009;29(2):383–90.PubMedCrossRef
18.
go back to reference Wang HJ, Pui MH, Guo Y, et al. Value of normalized apparent diffusion coefficient for estimating histological grade of vesical urothelial carcinoma. Clin Radiol. 2014;69(7):727–31.PubMedCrossRef Wang HJ, Pui MH, Guo Y, et al. Value of normalized apparent diffusion coefficient for estimating histological grade of vesical urothelial carcinoma. Clin Radiol. 2014;69(7):727–31.PubMedCrossRef
19.
go back to reference Wang L, Mazaheri Y, Zhang J, et al. Assessment of biologic aggressiveness of prostate cancer: correlation of MR signal intensity with Gleason grade after radical prostatectomy. Radiology. 2008;246(1):168–76.PubMedCrossRef Wang L, Mazaheri Y, Zhang J, et al. Assessment of biologic aggressiveness of prostate cancer: correlation of MR signal intensity with Gleason grade after radical prostatectomy. Radiology. 2008;246(1):168–76.PubMedCrossRef
20.
go back to reference Jacobs MA, Ouwerkerk R, Petrowski K, et al. Diffusion-weighted imaging with apparent diffusion coefficient mapping and spectroscopy in prostate cancer. Top Magn Reson Imaging. 2008;19(6):261–72.PubMedCentralPubMedCrossRef Jacobs MA, Ouwerkerk R, Petrowski K, et al. Diffusion-weighted imaging with apparent diffusion coefficient mapping and spectroscopy in prostate cancer. Top Magn Reson Imaging. 2008;19(6):261–72.PubMedCentralPubMedCrossRef
21.
go back to reference Haider MA, van der Kwast TH, Tanguay J, et al. Combined T2-weighted and diffusion-weighted MRI for localization of prostate cancer. AJR Am J Roentgenol. 2007;189(2):323–8.PubMedCrossRef Haider MA, van der Kwast TH, Tanguay J, et al. Combined T2-weighted and diffusion-weighted MRI for localization of prostate cancer. AJR Am J Roentgenol. 2007;189(2):323–8.PubMedCrossRef
22.
go back to reference Kikuchi E, Scardino PT, Wheeler TM, et al. Is tumor volume an independent prognostic factor in clinically localized prostate cancer? J Urol. 2004;172(2):508–11.PubMedCrossRef Kikuchi E, Scardino PT, Wheeler TM, et al. Is tumor volume an independent prognostic factor in clinically localized prostate cancer? J Urol. 2004;172(2):508–11.PubMedCrossRef
23.
go back to reference Ohori M, Wheeler TM, Dunn JK, et al. The pathological features and prognosis of prostate cancer detectable with current diagnostic tests. J Urol. 1994;152(5 Pt 2):1714–20.PubMed Ohori M, Wheeler TM, Dunn JK, et al. The pathological features and prognosis of prostate cancer detectable with current diagnostic tests. J Urol. 1994;152(5 Pt 2):1714–20.PubMed
24.
go back to reference Hosseinzadeh K, Schwarz SD. Endorectal diffusion-weighted imaging in prostate cancer to differentiate malignant and benign peripheral zone tissue. J Magn Reson Imaging. 2004;20(4):654–61.PubMedCrossRef Hosseinzadeh K, Schwarz SD. Endorectal diffusion-weighted imaging in prostate cancer to differentiate malignant and benign peripheral zone tissue. J Magn Reson Imaging. 2004;20(4):654–61.PubMedCrossRef
25.
go back to reference Zakian KL, Sircar K, Hricak H, et al. Correlation of proton MR spectroscopic imaging with gleason score based on step-section pathologic analysis after radical prostatectomy. Radiology. 2005;234(3):804–14.PubMedCrossRef Zakian KL, Sircar K, Hricak H, et al. Correlation of proton MR spectroscopic imaging with gleason score based on step-section pathologic analysis after radical prostatectomy. Radiology. 2005;234(3):804–14.PubMedCrossRef
26.
go back to reference Braithwaite AC, Dale BM, Boll DT, et al. Short- and midterm reproducibility of apparent diffusion coefficient measurements at 3.0-T diffusion-weighted imaging of the abdomen. Radiology. 2009;250(2):459–65.PubMedCrossRef Braithwaite AC, Dale BM, Boll DT, et al. Short- and midterm reproducibility of apparent diffusion coefficient measurements at 3.0-T diffusion-weighted imaging of the abdomen. Radiology. 2009;250(2):459–65.PubMedCrossRef
27.
go back to reference Sasaki M, Yamada K, Watanabe Y, et al. Variability in absolute apparent diffusion coefficient values across different platforms may be substantial: a multivendor, multi-institutional comparison study. Radiology. 2008;249(2):624–30.PubMedCrossRef Sasaki M, Yamada K, Watanabe Y, et al. Variability in absolute apparent diffusion coefficient values across different platforms may be substantial: a multivendor, multi-institutional comparison study. Radiology. 2008;249(2):624–30.PubMedCrossRef
28.
go back to reference Koh DM, Blackledge M, Collins DJ, et al. Reproducibility and changes in the apparent diffusion coefficients of solid tumours treated with combretastatin A4 phosphate and bevacizumab in a two-centre phase I clinical trial. Eur Radiol. 2009;19(11):2728–38.PubMedCrossRef Koh DM, Blackledge M, Collins DJ, et al. Reproducibility and changes in the apparent diffusion coefficients of solid tumours treated with combretastatin A4 phosphate and bevacizumab in a two-centre phase I clinical trial. Eur Radiol. 2009;19(11):2728–38.PubMedCrossRef
29.
go back to reference Litjens GJ, Hambrock T, Hulsbergen-van de Kaa C, et al. Interpatient variation in normal peripheral zone apparent diffusion coefficient: effect on the prediction of prostate cancer aggressiveness. Radiology. 2012;265(1):260–6.PubMedCrossRef Litjens GJ, Hambrock T, Hulsbergen-van de Kaa C, et al. Interpatient variation in normal peripheral zone apparent diffusion coefficient: effect on the prediction of prostate cancer aggressiveness. Radiology. 2012;265(1):260–6.PubMedCrossRef
30.
go back to reference Kim CK, Park BK, Kim B. High-b-value diffusion-weighted imaging at 3T to detect prostate cancer: comparisons between b values of 1,000 and 2,000 s/mm2. AJR Am J Roentgenol. 2010;194(1):W33–7.PubMedCrossRef Kim CK, Park BK, Kim B. High-b-value diffusion-weighted imaging at 3T to detect prostate cancer: comparisons between b values of 1,000 and 2,000 s/mm2. AJR Am J Roentgenol. 2010;194(1):W33–7.PubMedCrossRef
31.
go back to reference Vargas HA, Akin O, Franiel T, et al. Diffusion-weighted endorectal MR imaging at 3 T for prostate cancer: tumor detection and assessment of aggressiveness. Radiology. 2011;259(3):775–84.PubMedCentralPubMedCrossRef Vargas HA, Akin O, Franiel T, et al. Diffusion-weighted endorectal MR imaging at 3 T for prostate cancer: tumor detection and assessment of aggressiveness. Radiology. 2011;259(3):775–84.PubMedCentralPubMedCrossRef
32.
go back to reference Lim HK, Kim JK, Kim KA, et al. Prostate cancer: apparent diffusion coefficient map with T2-weighted images for detection–a multireader study. Radiology. 2009;250(1):145–51.PubMedCrossRef Lim HK, Kim JK, Kim KA, et al. Prostate cancer: apparent diffusion coefficient map with T2-weighted images for detection–a multireader study. Radiology. 2009;250(1):145–51.PubMedCrossRef
33.
go back to reference Turkbey B, Pinto PA, Mani H, et al. Prostate cancer: value of multiparametric MR imaging at 3 T for detection–histopathologic correlation. Radiology. 2010;255(1):89–99.PubMedCentralPubMedCrossRef Turkbey B, Pinto PA, Mani H, et al. Prostate cancer: value of multiparametric MR imaging at 3 T for detection–histopathologic correlation. Radiology. 2010;255(1):89–99.PubMedCentralPubMedCrossRef
Metadata
Title
Clinical utility of the normalized apparent diffusion coefficient for preoperative evaluation of the aggressiveness of prostate cancer
Authors
Ryo Itatani
Tomohiro Namimoto
Akira Yoshimura
Kazuhiro Katahira
Seiichiro Noda
Nobuyuki Toyonari
Kosuke Kitani
Yasuyuki Hamada
Mitsuhiko Kitaoka
Yasuyuki Yamashita
Publication date
01-12-2014
Publisher
Springer Japan
Published in
Japanese Journal of Radiology / Issue 12/2014
Print ISSN: 1867-1071
Electronic ISSN: 1867-108X
DOI
https://doi.org/10.1007/s11604-014-0367-0

Other articles of this Issue 12/2014

Japanese Journal of Radiology 12/2014 Go to the issue