Why prostate tumour delineation based on apparent diffusion coefficient is challenging: An exploration of the tissue microanatomy

被引:28
作者
Borren, Alie [1 ]
Moman, Maaike R. [1 ]
Groenendaal, Greetje [1 ]
Kruger, Arto E. Boeken [2 ]
van Diest, Paul J. [3 ]
van der Groep, Petra [3 ,4 ]
van der Heide, Uulke A. [1 ]
van Vulpen, Marco [1 ]
Philippens, Marielle E. P. [1 ]
机构
[1] Univ Med Ctr Utrecht, Dept Radiotherapy, NL-3584 CX Utrecht, Netherlands
[2] Univ Med Ctr Utrecht, Dept Urol, NL-3584 CX Utrecht, Netherlands
[3] Univ Med Ctr Utrecht, Dept Pathol, NL-3584 CX Utrecht, Netherlands
[4] Univ Med Ctr Utrecht, Dept Internal Med, NL-3584 CX Utrecht, Netherlands
关键词
CONTRAST-ENHANCED MRI; PHASE-III TRIAL; PERIPHERAL ZONE; CANCER CORRELATION; LOCAL RECURRENCE; RADIOTHERAPY; THERAPY; T2; AGGRESSIVENESS; LOCALIZATION;
D O I
10.3109/0284186X.2013.787164
中图分类号
R73 [肿瘤学];
学科分类号
100214 [肿瘤学];
摘要
Background. Focal boosting of prostate tumours to improve outcome, requires accurate tumour delineation. For this, the apparent diffusion coefficient (ADC) derived from diffusion-weighted MR imaging (DWI) seems a useful tool. On voxel level, the relationship between ADC and histological presence of tumour is, however, ambiguous. Therefore, in this study the relationship between ADC and histological variables was investigated on voxel level to understand the strengths and limitations of DWI for prostate tumour delineation. Material and methods. Twelve radical prostatectomy patients underwent a pre-operative 3.0T DWI exam and the ADC was calculated. From whole-mount histological sections cell density and glandular area were retrieved for every voxel. The distribution of all variables was described for tumour, peripheral zone (PZ) and central gland (CG) on regional and voxel level. Correlations between variables and differences between regions were calculated. Results. Large heterogeneity of ADC on voxel level was observed within tumours, between tumours and between patients. This heterogeneity was reflected by the distribution of cell density and glandular area. On regional level, tumour was different from PZ having higher cell density (p = 0.007), less glandular area (p = 0.017) and lower ADCs (p = 0.017). ADC was correlated with glandular area (r = 0.402) and tumour volume (r = -0.608), but not with Gleason score. ADC tended to decrease with increasing cell density (r = -0.327, p = 0.073). On voxel level, correlations between ADC and histological variables varied among patients, for cell density ranging from r = -0.439 to r = 0.261 and for glandular area from r = 0.593 to r = 0.207. Conclusions. The variation in ADC can to a certain extent be explained by the variation in cell density and glandular area. The ADC is highly heterogeneous, which reflects the heterogeneity of malignant and benign prostate tissue. This heterogeneity might however obscure small tumours or parts of tumours. Therefore, DWI has to be used in the context of multiparametric MRI.
引用
收藏
页码:1629 / 1636
页数:8
相关论文
共 25 条
[1]
Effects of osmotically driven cell volume changes on diffusion-weighted imaging of the rat optic nerve [J].
Anderson, AW ;
Zhong, JH ;
Petroff, OAC ;
Szafer, A ;
Ransom, BR ;
Prichard, JW ;
Gore, JC .
MAGNETIC RESONANCE IN MEDICINE, 1996, 35 (02) :162-167
[2]
Diffusion-Weighted Magnetic Resonance Imaging as a Cancer Biomarker: Consensus and Recommendations [J].
不详 .
NEOPLASIA, 2009, 11 (02) :102-125
[3]
Does Local Recurrence of Prostate Cancer After Radiation Therapy Occur at the Site of Primary Tumor? Results of a Longitudinal MRI and MRSI Study [J].
Arrayeh, Elnasif ;
Westphalen, Antonio C. ;
Kurhanewicz, John ;
Roach, Mack, III ;
Jung, Adam J. ;
Carroll, Peter R. ;
Coakley, Fergus V. .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2012, 82 (05) :E787-E793
[4]
Analysis of intraprostatic failures in patients treated with hormonal therapy and radiotherapy: Implications for conformal therapy planning [J].
Cellini, N ;
Morganti, AG ;
Mattiucci, GC ;
Valentini, V ;
Leone, M ;
Luzi, S ;
Manfredi, R ;
Dinapoli, N ;
Digesu', C ;
Smaniotto, D .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2002, 53 (03) :595-599
[5]
Prostate cancer localization with dynamic contrast-enhanced MR imaging and proton MR spectroscopic imaging [J].
Fuetterer, Jurgen J. ;
Heijmink, Stijn W. T. P. J. ;
Scheenen, Tom W. J. ;
Veltman, Jeroen ;
Huisman, Henkjan J. ;
Vos, Pieter ;
Hulsbergen-Van de Kaa, Christina A. ;
Witjes, J. Alfred ;
Krabbe, Paul F. M. ;
Heerschap, Arend ;
Barentsz, Jelle O. .
RADIOLOGY, 2006, 241 (02) :449-458
[6]
Correlation of ADC and T2 Measurements With Cell Density in Prostate Cancer at 3.0 Tesla [J].
Gibbs, Peter ;
Liney, Gary P. ;
Pickles, Martin D. ;
Zelhof, Bashar ;
Rodrigues, Greta ;
Turnbull, Lindsay W. .
INVESTIGATIVE RADIOLOGY, 2009, 44 (09) :572-576
[7]
Pathologic Validation of a Model Based on Diffusion-Weighted Imaging and Dynamic Contrast-Enhanced Magnetic Resonance Imaging for Tumor Delineation in the Prostate Peripheral Zone [J].
Groenendaal, Greetje ;
Borren, Alie ;
Moman, Maaike R. ;
Monninkhof, Evelyn ;
van Diest, Paul J. ;
Philippens, Marielle E. P. ;
van Vulpen, Marco ;
van der Heide, Uulke A. .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2012, 82 (03) :E537-E544
[8]
Simultaneous MRI diffusion and perfusion imaging for tumor delineation in prostate cancer patients [J].
Groenendaal, Greetje ;
van den Berg, Cornelis A. T. ;
Korporaal, Jan G. ;
Philippens, Marielle E. P. ;
Luijten, Peter R. ;
van Vulpen, Marco ;
van der Heide, Uulke A. .
RADIOTHERAPY AND ONCOLOGY, 2010, 95 (02) :185-190
[9]
Validation of functional imaging with pathology for tumor delineation in the prostate [J].
Groenendaal, Greetje ;
Moman, Maaike R. ;
Korporaal, Johannes G. ;
van Diest, Paul J. ;
van Vulpen, Marco ;
Philippens, Marielle E. P. ;
van der Heide, Uulke A. .
RADIOTHERAPY AND ONCOLOGY, 2010, 94 (02) :145-150
[10]
Combined T2-weighted and diffusion-weighted MRI for localization of prostate cancer [J].
Haider, Masoom A. ;
van der Kwast, Theodorus H. ;
Tanguay, Jeff ;
Evans, Andrew J. ;
Hashmi, Ali-Tahir ;
Lockwood, Gina ;
Trachtenberg, John .
AMERICAN JOURNAL OF ROENTGENOLOGY, 2007, 189 (02) :323-328