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Published in: European Radiology 2/2019

01-02-2019 | Magnetic Resonance

Preoperative prediction of deep myometrial invasion and tumor grade for stage I endometrioid adenocarcinoma: a simple method of measurement on DWI

Authors: Bin Yan, Xiufen Liang, Tingting Zhao, Chen Niu, Caixia Ding, Wenjun Liu

Published in: European Radiology | Issue 2/2019

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Abstract

Objectives

To explore the utility of the tumor area ratio (TAR) for predicting deep myometrial invasion and tumor grade in stage I endometrioid adenocarcinoma (EEA).

Methods

We retrospectively evaluated 86 patients with International Federation of Gynecology and Obstetrics (FIGO) stage I EEA. All patients underwent unenhanced contrast MRI and diffusion-weighted imaging (DWI) procedures. The volume and maximum area of the tumor and uterus were obtained, and the tumor volume ratio (TVR) and TAR were calculated. The Kruskal-Wallis test and Mann-Whitney U test were used to compare the differences in indexes (TVR and TAR) between the different tumor grades and between superficial and deep myometrial invasion.

Results

The TVR and TAR values for deep myometrial invasion and high-grade EEA tumors were significantly higher than the values for superficial myometrial invasion and low-grade tumors (all p = 0.000). According to the receiver-operating characteristic (ROC) curve, the area under the curve (AUC) was significantly higher for TAR than for TVR for tumors with deep myometrial invasion (0.936 vs. 0.844, p = 0.045). However, no significant differences in the AUCs for TVR and TAR were observed between high- and low-grade tumors (0.865 vs. 0.863, p = 0.956). A TAR ≥ 34.6% predicted deep myometrial invasion in EEA with a sensitivity, specificity, and accuracy of 85.0%, 84.8%, and 86.0%, respectively. A TAR ≥ 38.9% predicted high-grade tumors with a sensitivity, specificity, and accuracy of 83.3%, 81.1%, and 82.6%, respectively.

Conclusion

TAR is useful for predicting deep myometrial invasion and high-grade stage I EEA

Key Points

TAR is useful for predicting risk factors for EEA.
TAR is easy to obtain and has high accuracy.
TAR has excellent interobserver repeatability agreement (ICC range 95.1–99.6%).
Literature
1.
go back to reference Teng F, Zhang YF, Wang YM et al (2015) Contrast-enhanced MRI in preoperative assessment of myometrial and cervical invasion, and lymph node metastasis: diagnostic value and error analysis in endometrial carcinoma. Acta Obstet Gynecol Scand 94:266–273CrossRef Teng F, Zhang YF, Wang YM et al (2015) Contrast-enhanced MRI in preoperative assessment of myometrial and cervical invasion, and lymph node metastasis: diagnostic value and error analysis in endometrial carcinoma. Acta Obstet Gynecol Scand 94:266–273CrossRef
2.
go back to reference Yan B, Zhao TT, Liang XF, Niu C, Ding CX (2018) Can the apparent diffusion coefficient differentiate the grade of endometrioid adenocarcinoma and the histological subtype of endometrial cancer? Acta Radiol 59:363–370CrossRef Yan B, Zhao TT, Liang XF, Niu C, Ding CX (2018) Can the apparent diffusion coefficient differentiate the grade of endometrioid adenocarcinoma and the histological subtype of endometrial cancer? Acta Radiol 59:363–370CrossRef
3.
go back to reference Benedetti PP, Basile S, Maneschi F et al (2008) Systematic pelvic lymphadenectomy vs. no lymphadenectomy in early-stage endometrial carcinoma: randomized clinical trial. J Natl Cancer Inst 100:1707–1716CrossRef Benedetti PP, Basile S, Maneschi F et al (2008) Systematic pelvic lymphadenectomy vs. no lymphadenectomy in early-stage endometrial carcinoma: randomized clinical trial. J Natl Cancer Inst 100:1707–1716CrossRef
4.
go back to reference Luomaranta A, Butzow R, Pauna AR, Leminen A, Loukovaara M (2015) Combined use of endometrial sample and magnetic resonance imaging in the preoperative risk-stratification of endometrial carcinomas. Acta Obstet Gynecol Scand 94:95–101CrossRef Luomaranta A, Butzow R, Pauna AR, Leminen A, Loukovaara M (2015) Combined use of endometrial sample and magnetic resonance imaging in the preoperative risk-stratification of endometrial carcinomas. Acta Obstet Gynecol Scand 94:95–101CrossRef
5.
go back to reference Kinkel K, Forstner R, Danza FM et al (2009) Staging of endometrial cancer with MRI: guidelines of the European Society of Urogenital Imaging. Eur Radiol 19:1565–1574CrossRef Kinkel K, Forstner R, Danza FM et al (2009) Staging of endometrial cancer with MRI: guidelines of the European Society of Urogenital Imaging. Eur Radiol 19:1565–1574CrossRef
6.
go back to reference Zhang L, Liu A, Zhang T, Song Q, Wei Q, Wang H (2015) Use of diffusion tensor imaging in assessing superficial myometrial invasion by endometrial carcinoma: a preliminary study. Acta Radiol 56:1273–1280CrossRef Zhang L, Liu A, Zhang T, Song Q, Wei Q, Wang H (2015) Use of diffusion tensor imaging in assessing superficial myometrial invasion by endometrial carcinoma: a preliminary study. Acta Radiol 56:1273–1280CrossRef
7.
go back to reference Meissnitzer M, Forstner R (2016) MRI of endometrium cancer—how we do it. Cancer Imaging 16:11CrossRef Meissnitzer M, Forstner R (2016) MRI of endometrium cancer—how we do it. Cancer Imaging 16:11CrossRef
8.
go back to reference Bakir B, Sanli S, Bakir VL et al (2017) Role of diffusion weighted MRI in the differential diagnosis of endometrial cancer, polyp, hyperplasia, and physiological thickening. Clin Imaging 41:86–94CrossRef Bakir B, Sanli S, Bakir VL et al (2017) Role of diffusion weighted MRI in the differential diagnosis of endometrial cancer, polyp, hyperplasia, and physiological thickening. Clin Imaging 41:86–94CrossRef
9.
go back to reference Park SB (2016) Functional MR imaging in gynecologic malignancies: current status and future perspectives. Abdom Radiol (NY) 41:2509–2523CrossRef Park SB (2016) Functional MR imaging in gynecologic malignancies: current status and future perspectives. Abdom Radiol (NY) 41:2509–2523CrossRef
10.
go back to reference Das SK, Niu XK, Wang JL et al (2014) Usefulness of DWI in preoperative assessment of deep myometrial invasion in patients with endometrial carcinoma: a systematic review and meta-analysis. Cancer Imaging 14:32CrossRef Das SK, Niu XK, Wang JL et al (2014) Usefulness of DWI in preoperative assessment of deep myometrial invasion in patients with endometrial carcinoma: a systematic review and meta-analysis. Cancer Imaging 14:32CrossRef
11.
go back to reference Lin G, Ng KK, Chang CJ, Wang JJ, Ho KC, Wu TI (2009) Myometrial invasion in endometrial cancer: diagnostic accuracy of diffusion-weighted 3.0-T MR imaging—initial experience. Radiology 250:784–792CrossRef Lin G, Ng KK, Chang CJ, Wang JJ, Ho KC, Wu TI (2009) Myometrial invasion in endometrial cancer: diagnostic accuracy of diffusion-weighted 3.0-T MR imaging—initial experience. Radiology 250:784–792CrossRef
12.
go back to reference Andreano A, Rechichi G, Rebora P, Sironi S, Valsecchi MG, Galimberti S (2014) MR diffusion imaging for preoperative staging of myometrial invasion in patients with endometrial cancer: a systematic review and meta-analysis. Eur Radiol 24:1327–1338CrossRef Andreano A, Rechichi G, Rebora P, Sironi S, Valsecchi MG, Galimberti S (2014) MR diffusion imaging for preoperative staging of myometrial invasion in patients with endometrial cancer: a systematic review and meta-analysis. Eur Radiol 24:1327–1338CrossRef
13.
go back to reference Woo S, Cho JY, Kim SY, Kim SH (2014) Histogram analysis of apparent diffusion coefficient map of diffusion-weighted MRI in endometrial cancer: a preliminary correlation study with histological grade. Acta Radiol 55:1270–1277CrossRef Woo S, Cho JY, Kim SY, Kim SH (2014) Histogram analysis of apparent diffusion coefficient map of diffusion-weighted MRI in endometrial cancer: a preliminary correlation study with histological grade. Acta Radiol 55:1270–1277CrossRef
14.
go back to reference Tamai K, Koyama T, Saga T et al (2007) Diffusion-weighted MR imaging of uterine endometrial cancer. J Magn Reson Imaging 26:682–687CrossRef Tamai K, Koyama T, Saga T et al (2007) Diffusion-weighted MR imaging of uterine endometrial cancer. J Magn Reson Imaging 26:682–687CrossRef
15.
go back to reference Nakamura K, Imafuku N, Nishida T et al (2012) Measurement of the minimum apparent diffusion coefficient (ADCmin) of the primary tumor and CA125 are predictive of disease recurrence for patients with endometrial cancer. Gynecol Oncol 124:335–339CrossRef Nakamura K, Imafuku N, Nishida T et al (2012) Measurement of the minimum apparent diffusion coefficient (ADCmin) of the primary tumor and CA125 are predictive of disease recurrence for patients with endometrial cancer. Gynecol Oncol 124:335–339CrossRef
16.
go back to reference Seo JM, Kim CK, Choi D, Kwan PB (2013) Endometrial cancer: utility of diffusion-weighted magnetic resonance imaging with background body signal suppression at 3T. J Magn Reson Imaging 37:1151–1159CrossRef Seo JM, Kim CK, Choi D, Kwan PB (2013) Endometrial cancer: utility of diffusion-weighted magnetic resonance imaging with background body signal suppression at 3T. J Magn Reson Imaging 37:1151–1159CrossRef
17.
go back to reference Nougaret S, Reinhold C, Alsharif SS et al (2015) Endometrial cancer: combined MR volumetry and diffusion-weighted imaging for assessment of myometrial and lymphovascular invasion and tumor grade. Radiology 276:797–808CrossRef Nougaret S, Reinhold C, Alsharif SS et al (2015) Endometrial cancer: combined MR volumetry and diffusion-weighted imaging for assessment of myometrial and lymphovascular invasion and tumor grade. Radiology 276:797–808CrossRef
18.
go back to reference Kishimoto K, Tajima S, Maeda I et al (2016) Endometrial cancer: correlation of apparent diffusion coefficient (ADC) with tumor cellularity and tumor grade. Acta Radiol 57:1021–1028CrossRef Kishimoto K, Tajima S, Maeda I et al (2016) Endometrial cancer: correlation of apparent diffusion coefficient (ADC) with tumor cellularity and tumor grade. Acta Radiol 57:1021–1028CrossRef
19.
go back to reference Rechichi G, Galimberti S, Signorelli M et al (2011) Endometrial cancer: correlation of apparent diffusion coefficient with tumor grade, depth of myometrial invasion, and presence of lymph node metastases. AJR Am J Roentgenol 197:256–262CrossRef Rechichi G, Galimberti S, Signorelli M et al (2011) Endometrial cancer: correlation of apparent diffusion coefficient with tumor grade, depth of myometrial invasion, and presence of lymph node metastases. AJR Am J Roentgenol 197:256–262CrossRef
20.
go back to reference Bharwani N, Miquel ME, Sahdev A, Naeayanan P (2011) Diffusion-weighted imaging in the assessment of tumour grade in endometrial cancer. Br J Radiol 84:997–1004CrossRef Bharwani N, Miquel ME, Sahdev A, Naeayanan P (2011) Diffusion-weighted imaging in the assessment of tumour grade in endometrial cancer. Br J Radiol 84:997–1004CrossRef
21.
go back to reference Mainenti PP, Pizzuti LM, Segreto S et al (2016) Diffusion volume (DV) measurement in endometrial and cervical cancer: a new MRI parameter in the evaluation of the tumor grading and the risk classification. Eur J Radiol 85:113–124CrossRef Mainenti PP, Pizzuti LM, Segreto S et al (2016) Diffusion volume (DV) measurement in endometrial and cervical cancer: a new MRI parameter in the evaluation of the tumor grading and the risk classification. Eur J Radiol 85:113–124CrossRef
22.
go back to reference Husby JA, Salvesen ØO, Magnussen IJ et al (2015) Tumour apparent diffusion coefficient is associated with depth of myometrial invasion and is negatively correlated to tumour volume in endometrial carcinomas. Clin Radiol 70:487–494CrossRef Husby JA, Salvesen ØO, Magnussen IJ et al (2015) Tumour apparent diffusion coefficient is associated with depth of myometrial invasion and is negatively correlated to tumour volume in endometrial carcinomas. Clin Radiol 70:487–494CrossRef
23.
go back to reference Todo Y, Choi HJ, Kang S et al (2013) Clinical significance of tumor volume in endometrial cancer: a Japan-Korea cooperative study. Gynecol Oncol 131:294–298CrossRef Todo Y, Choi HJ, Kang S et al (2013) Clinical significance of tumor volume in endometrial cancer: a Japan-Korea cooperative study. Gynecol Oncol 131:294–298CrossRef
24.
go back to reference Bourgioti C, Chatoupis K, Tzavara C, Antoniou A, Rodolakis A, Moulopoulos LA (2016) Predictive ability of maximal tumor diameter on MRI for high-risk endometrial cancer. Abdom Radiol (NY) 41:2484–2495CrossRef Bourgioti C, Chatoupis K, Tzavara C, Antoniou A, Rodolakis A, Moulopoulos LA (2016) Predictive ability of maximal tumor diameter on MRI for high-risk endometrial cancer. Abdom Radiol (NY) 41:2484–2495CrossRef
25.
go back to reference Kurman RJ, Carcangiu ML, Herrington CS, Young RH (2014) WHO Classification of Tumours of Female Reproductive Organs, 4th edn. IARC Press, Lyon Kurman RJ, Carcangiu ML, Herrington CS, Young RH (2014) WHO Classification of Tumours of Female Reproductive Organs, 4th edn. IARC Press, Lyon
26.
go back to reference Husby JA, Reitan BC, Biermann M (2015) Metabolic tumor volume on 18F-FDG PET/CT improves preoperative identification of high-risk endometrial carcinoma patients. J Nucl Med 56:1191–1198CrossRef Husby JA, Reitan BC, Biermann M (2015) Metabolic tumor volume on 18F-FDG PET/CT improves preoperative identification of high-risk endometrial carcinoma patients. J Nucl Med 56:1191–1198CrossRef
27.
go back to reference Amant F, Moerman P, Neven P, Timmerman D, Van Limbergen E, Vergote I (2005) Endometrial cancer. Lancet 366:491–505CrossRef Amant F, Moerman P, Neven P, Timmerman D, Van Limbergen E, Vergote I (2005) Endometrial cancer. Lancet 366:491–505CrossRef
Metadata
Title
Preoperative prediction of deep myometrial invasion and tumor grade for stage I endometrioid adenocarcinoma: a simple method of measurement on DWI
Authors
Bin Yan
Xiufen Liang
Tingting Zhao
Chen Niu
Caixia Ding
Wenjun Liu
Publication date
01-02-2019
Publisher
Springer Berlin Heidelberg
Published in
European Radiology / Issue 2/2019
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-018-5653-2

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