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Published in: European Radiology 1/2015

01-01-2015 | Urogenital

Multiparametric magnetic resonance imaging for the differentiation of low and high grade clear cell renal carcinoma

Authors: F. Cornelis, E. Tricaud, A. S. Lasserre, F. Petitpierre, J. C. Bernhard, Y. Le Bras, M. Yacoub, M. Bouzgarrou, A. Ravaud, N. Grenier

Published in: European Radiology | Issue 1/2015

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Abstract

Purpose

To retrospectively evaluate the ability of magnetic resonance (MR) imaging to differentiate low from high Fuhrman grade renal cell carcinoma (RCC).

Materials and methods

MR images from 80 consecutive pathologically proven RCC (57 clear cell, 16 papillary and 7 chromophobe) were evaluated. Double-echo chemical shift, dynamic contrast-enhanced T1- and T2-weighted images and apparent diffusion coefficient (ADC) maps were reviewed independently. Signal intensity index (SII), tumour-to-spleen SI ratio (TSR), ADC ratio, wash-in (WiI) and wash-out indices (WoI) between different phases were calculated and compared to pathological grade and size. The Fuhrman scoring system was used. Low grade (score ≤2) and high grade (score ≥3) tumours were compared using univariate and multivariate analyses.

Results

No associations between grade and imaging factors were found for papillary and chromophobe RCCs. For clear cell RCCs, there was a significant association between the grade and parenchymal WiI (WiI2) (P = 0.02) or ADCr (P = 0.03). A significant association between tumour grade and size (P = 0.01), WiI2 (P = 0.02) and ADCr (P = 0.05) remained in multivariate analysis.

Conclusions

Multiparametric MRI can be used to accurately differentiate low Fuhrman grade clear cell RCC from high grade. High Fuhrman grade (≥3) RCCs were larger, had lower parenchymal wash-in indices and lower ADC ratios than low grade.

Key Points

Fuhrman grade of clear cell RCC can be differentiated with multiparametric MR imaging.
Fuhrman grade significantly differed for size, parenchymal wash-in index and ADC ratio.
No significant associations were found for papillary and chromophobe renal cell carcinoma.
Literature
1.
2.
go back to reference Kathrins M, Caesar S, Mucksavage P, Guzzo T (2013) Renal mass size: concordance between pathology and radiology. Curr Opin Urol 23:389–393PubMedCrossRef Kathrins M, Caesar S, Mucksavage P, Guzzo T (2013) Renal mass size: concordance between pathology and radiology. Curr Opin Urol 23:389–393PubMedCrossRef
3.
go back to reference Hsu JY, Wakelee HA (2009) Monoclonal antibodies targeting vascular endothelial growth factor: current status and future challenges in cancer therapy. BioDrugs Clin Immunotherap Biopharm Gene Ther 23:289–304CrossRef Hsu JY, Wakelee HA (2009) Monoclonal antibodies targeting vascular endothelial growth factor: current status and future challenges in cancer therapy. BioDrugs Clin Immunotherap Biopharm Gene Ther 23:289–304CrossRef
4.
go back to reference Karlo CA, Di Paolo PL, Chaim J et al (2014) Radiogenomics of clear cell renal cell carcinoma: associations between CT imaging features and mutations. Radiology 270:464–471PubMedCentralPubMedCrossRef Karlo CA, Di Paolo PL, Chaim J et al (2014) Radiogenomics of clear cell renal cell carcinoma: associations between CT imaging features and mutations. Radiology 270:464–471PubMedCentralPubMedCrossRef
5.
go back to reference Cornelis F, Tricaud E, Lasserre AS et al (2014) Routinely performed multiparametric magnetic resonance imaging helps to differentiate common subtypes of renal tumours. Eur Radiol 24:1068–1080PubMedCrossRef Cornelis F, Tricaud E, Lasserre AS et al (2014) Routinely performed multiparametric magnetic resonance imaging helps to differentiate common subtypes of renal tumours. Eur Radiol 24:1068–1080PubMedCrossRef
6.
go back to reference Campbell SC, Novick AC, Belldegrun A et al (2009) Guideline for management of the clinical T1 renal mass. J Urol 182:1271–1279PubMedCrossRef Campbell SC, Novick AC, Belldegrun A et al (2009) Guideline for management of the clinical T1 renal mass. J Urol 182:1271–1279PubMedCrossRef
7.
go back to reference Breda A, Treat EG, Haft-Candell L et al (2010) Comparison of accuracy of 14-, 18- and 20-G needles in ex-vivo renal mass biopsy: a prospective, blinded study. BJU Int 105:940–945PubMedCrossRef Breda A, Treat EG, Haft-Candell L et al (2010) Comparison of accuracy of 14-, 18- and 20-G needles in ex-vivo renal mass biopsy: a prospective, blinded study. BJU Int 105:940–945PubMedCrossRef
8.
go back to reference Herts BR, Baker ME (1995) The current role of percutaneous biopsy in the evaluation of renal masses. Semin Urol Oncol 13:254–261PubMed Herts BR, Baker ME (1995) The current role of percutaneous biopsy in the evaluation of renal masses. Semin Urol Oncol 13:254–261PubMed
9.
go back to reference Heilbrun ME, Zagoria RJ, Garvin AJ et al (2007) CT-guided biopsy for the diagnosis of renal tumors before treatment with percutaneous ablation. AJR 188:1500–1505PubMedCrossRef Heilbrun ME, Zagoria RJ, Garvin AJ et al (2007) CT-guided biopsy for the diagnosis of renal tumors before treatment with percutaneous ablation. AJR 188:1500–1505PubMedCrossRef
10.
go back to reference Lechevallier E, Andre M, Barriol D et al (2000) Fine-needle percutaneous biopsy of renal masses with helical CT guidance. Radiology 216:506–510PubMedCrossRef Lechevallier E, Andre M, Barriol D et al (2000) Fine-needle percutaneous biopsy of renal masses with helical CT guidance. Radiology 216:506–510PubMedCrossRef
11.
go back to reference Volpe A, Panzarella T, Rendon RA, Haider MA, Kondylis FI, Jewett MAS (2004) The natural history of incidentally detected small renal masses. Cancer 100:738–745PubMedCrossRef Volpe A, Panzarella T, Rendon RA, Haider MA, Kondylis FI, Jewett MAS (2004) The natural history of incidentally detected small renal masses. Cancer 100:738–745PubMedCrossRef
12.
go back to reference Ficarra V, Brunelli M, Novara G et al (2011) Accuracy of on-bench biopsies in the evaluation of the histological subtype, grade, and necrosis of renal tumours. Pathology 43:149–155PubMedCrossRef Ficarra V, Brunelli M, Novara G et al (2011) Accuracy of on-bench biopsies in the evaluation of the histological subtype, grade, and necrosis of renal tumours. Pathology 43:149–155PubMedCrossRef
13.
go back to reference Al Nazer M, Mourad WA (2000) Successful grading of renal-cell carcinoma in fine-needle aspirates. Diagn Cytopathol 22:223–226PubMedCrossRef Al Nazer M, Mourad WA (2000) Successful grading of renal-cell carcinoma in fine-needle aspirates. Diagn Cytopathol 22:223–226PubMedCrossRef
14.
go back to reference Leveridge MJ, Finelli A, Kachura JR et al (2011) Outcomes of small renal mass needle core biopsy, nondiagnostic percutaneous biopsy, and the role of repeat biopsy. Eur Urol 60:578–584PubMedCrossRef Leveridge MJ, Finelli A, Kachura JR et al (2011) Outcomes of small renal mass needle core biopsy, nondiagnostic percutaneous biopsy, and the role of repeat biopsy. Eur Urol 60:578–584PubMedCrossRef
15.
go back to reference Vargas HA, Delaney HG, Delappe EM et al (2013) Multiphasic contrast-enhanced MRI: single-slice versus volumetric quantification of tumor enhancement for the assessment of renal clear-cell carcinoma fuhrman grade. J Magn Reson Imaging 37:1160–1167PubMedCentralPubMedCrossRef Vargas HA, Delaney HG, Delappe EM et al (2013) Multiphasic contrast-enhanced MRI: single-slice versus volumetric quantification of tumor enhancement for the assessment of renal clear-cell carcinoma fuhrman grade. J Magn Reson Imaging 37:1160–1167PubMedCentralPubMedCrossRef
16.
go back to reference Pedrosa I, Chou MT, Ngo L et al (2008) MR classification of renal masses with pathologic correlation. Eur Radiol 18:365–375PubMedCrossRef Pedrosa I, Chou MT, Ngo L et al (2008) MR classification of renal masses with pathologic correlation. Eur Radiol 18:365–375PubMedCrossRef
17.
go back to reference Cornelis F, Lasserre AS, Tourdias T et al (2013) Combined late gadolinium-enhanced and double-echo chemical-shift MRI help to differentiate renal oncocytomas with high central t2 signal intensity from renal cell carcinomas. AJR Am J Roentgenol 200:830–838PubMedCrossRef Cornelis F, Lasserre AS, Tourdias T et al (2013) Combined late gadolinium-enhanced and double-echo chemical-shift MRI help to differentiate renal oncocytomas with high central t2 signal intensity from renal cell carcinomas. AJR Am J Roentgenol 200:830–838PubMedCrossRef
18.
go back to reference Sasiwimonphan K, Takahashi N, Leibovich BC, Carter RE, Atwell TD, Kawashima A (2012) Small (<4 cm) renal mass: differentiation of angiomyolipoma without visible fat from renal cell carcinoma utilizing MR imaging. Radiology 263:160–168PubMedCrossRef Sasiwimonphan K, Takahashi N, Leibovich BC, Carter RE, Atwell TD, Kawashima A (2012) Small (<4 cm) renal mass: differentiation of angiomyolipoma without visible fat from renal cell carcinoma utilizing MR imaging. Radiology 263:160–168PubMedCrossRef
19.
go back to reference Rosenkrantz AB, Niver BE, Fitzgerald EF, Babb JS, Chandarana H, Melamed J (2010) Utility of the apparent diffusion coefficient for distinguishing clear cell renal cell carcinoma of low and high nuclear grade. AJR Am J Roentgenol 195:344–351CrossRef Rosenkrantz AB, Niver BE, Fitzgerald EF, Babb JS, Chandarana H, Melamed J (2010) Utility of the apparent diffusion coefficient for distinguishing clear cell renal cell carcinoma of low and high nuclear grade. AJR Am J Roentgenol 195:344–351CrossRef
20.
go back to reference Kim JK, Kim SH, Jang YJ et al (2006) Renal angiomyolipoma with minimal fat: differentiation from other neoplasms at double-echo chemical shift FLASH MR imaging. Radiology 239:174–180PubMedCrossRef Kim JK, Kim SH, Jang YJ et al (2006) Renal angiomyolipoma with minimal fat: differentiation from other neoplasms at double-echo chemical shift FLASH MR imaging. Radiology 239:174–180PubMedCrossRef
21.
go back to reference Fuhrman SA, Lasky LC, Limas C (1982) Prognostic significance of morphologic parameters in renal cell carcinoma. Am J Surg Pathol 6:655–663PubMedCrossRef Fuhrman SA, Lasky LC, Limas C (1982) Prognostic significance of morphologic parameters in renal cell carcinoma. Am J Surg Pathol 6:655–663PubMedCrossRef
22.
go back to reference Busing KA, Kilian AK, Schaible T, Debus A, Weiss C, Neff KW (2008) Reliability and validity of MR image lung volume measurement in fetuses with congenital diaphragmatic hernia and in vitro lung models. Radiology 246:553–561PubMedCrossRef Busing KA, Kilian AK, Schaible T, Debus A, Weiss C, Neff KW (2008) Reliability and validity of MR image lung volume measurement in fetuses with congenital diaphragmatic hernia and in vitro lung models. Radiology 246:553–561PubMedCrossRef
23.
go back to reference Shrout PE, Fleiss JL (1979) Intraclass correlations: uses in assessing rater reliability. Psychol Bull 86:420–428PubMedCrossRef Shrout PE, Fleiss JL (1979) Intraclass correlations: uses in assessing rater reliability. Psychol Bull 86:420–428PubMedCrossRef
25.
go back to reference True LD (2002) The time for accurate Fuhrman grading of renal cell carcinomas has arrived. Am J Clin Pathol 118:827–829PubMedCrossRef True LD (2002) The time for accurate Fuhrman grading of renal cell carcinomas has arrived. Am J Clin Pathol 118:827–829PubMedCrossRef
26.
go back to reference Kroeger N, Seligson DB, Klatte T et al (2012) Clinical, molecular, and genetic correlates of lymphatic spread in clear cell renal cell carcinoma. Eur Urol 61:888–895PubMedCrossRef Kroeger N, Seligson DB, Klatte T et al (2012) Clinical, molecular, and genetic correlates of lymphatic spread in clear cell renal cell carcinoma. Eur Urol 61:888–895PubMedCrossRef
27.
go back to reference Meskawi M, Sun M, Ismail S et al (2013) Fuhrman grade [corrected] has no added value in prediction of mortality after partial or [corrected] radical nephrectomy for chromophobe renal cell carcinoma patients. Mod Pathol 26:1144–1149PubMedCrossRef Meskawi M, Sun M, Ismail S et al (2013) Fuhrman grade [corrected] has no added value in prediction of mortality after partial or [corrected] radical nephrectomy for chromophobe renal cell carcinoma patients. Mod Pathol 26:1144–1149PubMedCrossRef
28.
go back to reference Goldstein NS (1997) The current state of renal cell carcinoma grading. Union Internationale Contre le Cancer (UICC) and the American Joint Committee on Cancer (AJCC). Cancer 80:977–980PubMedCrossRef Goldstein NS (1997) The current state of renal cell carcinoma grading. Union Internationale Contre le Cancer (UICC) and the American Joint Committee on Cancer (AJCC). Cancer 80:977–980PubMedCrossRef
29.
go back to reference Cheville JC, Lohse CM, Zincke H, Weaver AL, Blute ML (2003) Comparisons of outcome and prognostic features among histologic subtypes of renal cell carcinoma. Am J Surg Pathol 27:612–624PubMedCrossRef Cheville JC, Lohse CM, Zincke H, Weaver AL, Blute ML (2003) Comparisons of outcome and prognostic features among histologic subtypes of renal cell carcinoma. Am J Surg Pathol 27:612–624PubMedCrossRef
30.
go back to reference Patard JJ, Leray E, Rioux-Leclercq N et al (2005) Prognostic value of histologic subtypes in renal cell carcinoma: a multicenter experience. J Clin Oncol 23:2763–2771PubMedCrossRef Patard JJ, Leray E, Rioux-Leclercq N et al (2005) Prognostic value of histologic subtypes in renal cell carcinoma: a multicenter experience. J Clin Oncol 23:2763–2771PubMedCrossRef
31.
go back to reference Somford DM, Hambrock T, Hulsbergen-van de Kaa CA et al (2012) Initial experience with identifying high-grade prostate cancer using diffusion-weighted MR imaging (DWI) in patients with a Gleason score ≤ 3 + 3 = 6 upon schematic TRUS-guided biopsy: a radical prostatectomy correlated series. Investig Radiol 47:153–158 Somford DM, Hambrock T, Hulsbergen-van de Kaa CA et al (2012) Initial experience with identifying high-grade prostate cancer using diffusion-weighted MR imaging (DWI) in patients with a Gleason score ≤ 3 + 3 = 6 upon schematic TRUS-guided biopsy: a radical prostatectomy correlated series. Investig Radiol 47:153–158
32.
go back to reference Oto A, Yang C, Kayhan A et al (2011) Diffusion-weighted and dynamic contrast-enhanced MRI of prostate cancer: correlation of quantitative MR parameters with Gleason score and tumor angiogenesis. AJR Am J Roentgenol 197:1382–1390PubMedCrossRef Oto A, Yang C, Kayhan A et al (2011) Diffusion-weighted and dynamic contrast-enhanced MRI of prostate cancer: correlation of quantitative MR parameters with Gleason score and tumor angiogenesis. AJR Am J Roentgenol 197:1382–1390PubMedCrossRef
33.
go back to reference Goyal A, Sharma R, Bhalla AS et al (2012) Diffusion-weighted MRI in renal cell carcinoma: a surrogate marker for predicting nuclear grade and histological subtype. Acta Radiol 53:349–358PubMedCrossRef Goyal A, Sharma R, Bhalla AS et al (2012) Diffusion-weighted MRI in renal cell carcinoma: a surrogate marker for predicting nuclear grade and histological subtype. Acta Radiol 53:349–358PubMedCrossRef
34.
go back to reference Sandrasegaran K, Sundaram CP, Ramaswamy R et al (2010) Usefulness of diffusion-weighted imaging in the evaluation of renal masses. AJR Am J Roentgenol 194:438–445PubMedCrossRef Sandrasegaran K, Sundaram CP, Ramaswamy R et al (2010) Usefulness of diffusion-weighted imaging in the evaluation of renal masses. AJR Am J Roentgenol 194:438–445PubMedCrossRef
35.
go back to reference Lam JS, Shvarts O, Said JW et al (2005) Clinicopathologic and molecular correlations of necrosis in the primary tumor of patients with renal cell carcinoma. Cancer 103:2517–2525PubMedCrossRef Lam JS, Shvarts O, Said JW et al (2005) Clinicopathologic and molecular correlations of necrosis in the primary tumor of patients with renal cell carcinoma. Cancer 103:2517–2525PubMedCrossRef
36.
go back to reference Klatte T, Said JW, de Martino M et al (2009) Presence of tumor necrosis is not a significant predictor of survival in clear cell renal cell carcinoma: higher prognostic accuracy of extent based rather than presence/absence classification. J Urol 181:1558–1564PubMedCrossRef Klatte T, Said JW, de Martino M et al (2009) Presence of tumor necrosis is not a significant predictor of survival in clear cell renal cell carcinoma: higher prognostic accuracy of extent based rather than presence/absence classification. J Urol 181:1558–1564PubMedCrossRef
37.
go back to reference Minervini A, Di Cristofano C, Gacci M et al (2008) Prognostic role of histological necrosis for nonmetastatic clear cell renal cell carcinoma: correlation with pathological features and molecular markers. J Urol 180:1284–1289PubMedCrossRef Minervini A, Di Cristofano C, Gacci M et al (2008) Prognostic role of histological necrosis for nonmetastatic clear cell renal cell carcinoma: correlation with pathological features and molecular markers. J Urol 180:1284–1289PubMedCrossRef
38.
go back to reference Delahunt B, McKenney JK, Lohse CM et al (2013) A novel grading system for clear cell renal cell carcinoma incorporating tumor necrosis. Am J Surg Pathol 37:311–322PubMedCrossRef Delahunt B, McKenney JK, Lohse CM et al (2013) A novel grading system for clear cell renal cell carcinoma incorporating tumor necrosis. Am J Surg Pathol 37:311–322PubMedCrossRef
39.
40.
go back to reference Crispen PL, Wong Y-N, Greenberg RE, Chen DYT, Uzzo RG (2008) Predicting growth of solid renal masses under active surveillance. Urol Oncol 26:555–559PubMedCentralPubMedCrossRef Crispen PL, Wong Y-N, Greenberg RE, Chen DYT, Uzzo RG (2008) Predicting growth of solid renal masses under active surveillance. Urol Oncol 26:555–559PubMedCentralPubMedCrossRef
41.
go back to reference Hsu RM, Chan DY, Siegelman SS (2004) Small renal cell carcinomas: correlation of size with tumor stage, nuclear grade, and histologic subtype. AJR Am J Roentgenol 182:551–557PubMedCrossRef Hsu RM, Chan DY, Siegelman SS (2004) Small renal cell carcinomas: correlation of size with tumor stage, nuclear grade, and histologic subtype. AJR Am J Roentgenol 182:551–557PubMedCrossRef
42.
go back to reference Delahunt B, Bethwaite PB, Nacey JN (2007) Outcome prediction for renal cell carcinoma: evaluation of prognostic factors for tumours divided according to histological subtype. Pathology 39:459–465PubMedCrossRef Delahunt B, Bethwaite PB, Nacey JN (2007) Outcome prediction for renal cell carcinoma: evaluation of prognostic factors for tumours divided according to histological subtype. Pathology 39:459–465PubMedCrossRef
43.
go back to reference Zhang C, Li X, Hao H, Yu W, He Z, Zhou L (2012) The correlation between size of renal cell carcinoma and its histopathological characteristics: a single center study of 1867 renal cell carcinoma cases. BJU Int 110:E481–E485PubMedCrossRef Zhang C, Li X, Hao H, Yu W, He Z, Zhou L (2012) The correlation between size of renal cell carcinoma and its histopathological characteristics: a single center study of 1867 renal cell carcinoma cases. BJU Int 110:E481–E485PubMedCrossRef
44.
go back to reference Maruyama M, Yoshizako T, Uchida K et al (2014) Comparison of utility of tumor size and apparent diffusion coefficient for differentiation of low- and high-grade clear-cell renal cell carcinoma. Acta Radiol Maruyama M, Yoshizako T, Uchida K et al (2014) Comparison of utility of tumor size and apparent diffusion coefficient for differentiation of low- and high-grade clear-cell renal cell carcinoma. Acta Radiol
45.
go back to reference Millet I, Doyon FC, Hoa D et al (2011) Characterization of small solid renal lesions: can benign and malignant tumors be differentiated with CT? AJR Am J Roentgenol 197:887–896PubMedCrossRef Millet I, Doyon FC, Hoa D et al (2011) Characterization of small solid renal lesions: can benign and malignant tumors be differentiated with CT? AJR Am J Roentgenol 197:887–896PubMedCrossRef
Metadata
Title
Multiparametric magnetic resonance imaging for the differentiation of low and high grade clear cell renal carcinoma
Authors
F. Cornelis
E. Tricaud
A. S. Lasserre
F. Petitpierre
J. C. Bernhard
Y. Le Bras
M. Yacoub
M. Bouzgarrou
A. Ravaud
N. Grenier
Publication date
01-01-2015
Publisher
Springer Berlin Heidelberg
Published in
European Radiology / Issue 1/2015
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-014-3380-x

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