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Erschienen in: European Radiology 2/2022

24.08.2021 | Head and Neck

Dual-energy CT in differentiating benign sinonasal lesions from malignant ones: comparison with simulated single-energy CT, conventional MRI, and DWI

verfasst von: Peng Wang, Zuohua Tang, Zebin Xiao, Rujian Hong, Rong Wang, Yuzhe Wang, Yang Zhan

Erschienen in: European Radiology | Ausgabe 2/2022

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Abstract

Objectives

To explore the value of dual-energy CT (DECT) for differentiating benign sinonasal lesions from malignant ones, and to compare this finding with simulated single-energy CT (SECT), conventional MRI (cMRI), and diffusion-weighted imaging (DWI).

Methods

Patients with sinonasal lesions (38 benign and 34 malignant) who were confirmed by histopathology underwent DECT, cMRI, and DWI. DECT-derived parameters (iodine concentration (IC), effective atomic number (Eff-Z), 40–180 keV (20-keV interval), virtual non-enhancement (VNC), slope (k), and linear-mixed 0.3 (Mix-0.3)), DECT morphological features, cMRI characteristics, and ADC value of benign and malignant tumors were compared using t test or chi-square test. Receiver operating characteristic (ROC) curve was performed to evaluate the diagnostic performance, and the area under the ROC curve (AUC) was compared using the Z test to select the optimal diagnostic approach.

Results

Significantly higher DECT-derived single parameters (IC, Eff-Z, 40 keV, 60 keV, 80 keV, slope (k), Mix-0.3) were found in malignant lesions than those of benign sinonasal lesions (all p < 0.004, Bonferroni correction). Combined quantitative parameters (IC, Eff-Z, 40 keV, 60 keV, 80 keV, slope (k)) can improve the diagnostic efficiency for discriminating these two entities. Combination of DECT quantitative parameters and morphological features can further improve the overall diagnostic performance, with AUC, sensitivity, specificity, and accuracy of 0.935, 96.67%, 90.00%, and 93.52%. Moreover, the AUC of DECT was higher than those of Mix-0.3 (simulated SECT), cMRI, DWI, and cMRI+DWI.

Conclusions

Compared with simulated SECT, cMRI, and DWI, DECT appears to be a more accurate imaging technique for differentiating benign from malignant sinonasal lesions.

Key Points

• DE can differentiate benign sinonasal lesions from malignant ones based on DECT-derived qualitative parameters.
• DECT appears to be more accurate in the diagnosis of sinonasal lesions when compared with simulated SECT, cMRI, and DWI.
Literatur
1.
Zurück zum Zitat Slootweg PJ, Ferlito A, Cardesa A et al (2013) Sinonasal tumors: a clinicopathologic update of selected tumors. Eur Arch Oto-Rhino-L 270:5–20CrossRef Slootweg PJ, Ferlito A, Cardesa A et al (2013) Sinonasal tumors: a clinicopathologic update of selected tumors. Eur Arch Oto-Rhino-L 270:5–20CrossRef
2.
Zurück zum Zitat Xiao Z, Tang Z, Qiang J et al (2018) Intravoxel incoherent motion MR imaging in the differentiation of benign and malignant sinonasal lesions: comparison with conventional diffusion-weighted MR imaging. AJNR Am J Neuroradiol 39:538–546PubMedPubMedCentralCrossRef Xiao Z, Tang Z, Qiang J et al (2018) Intravoxel incoherent motion MR imaging in the differentiation of benign and malignant sinonasal lesions: comparison with conventional diffusion-weighted MR imaging. AJNR Am J Neuroradiol 39:538–546PubMedPubMedCentralCrossRef
3.
Zurück zum Zitat Bossi P, Farina D, Gatta G, Lombardi D, Nicolai P, Orlandi E (2016) Paranasal sinus cancer. Crit Rev Oncol Hematol 98:45–61PubMedCrossRef Bossi P, Farina D, Gatta G, Lombardi D, Nicolai P, Orlandi E (2016) Paranasal sinus cancer. Crit Rev Oncol Hematol 98:45–61PubMedCrossRef
5.
Zurück zum Zitat Madani G, Beale TJ, Lund VJ (2009) Imaging of sinonasal tumors. Semin Ultrasound CT 30:25–38CrossRef Madani G, Beale TJ, Lund VJ (2009) Imaging of sinonasal tumors. Semin Ultrasound CT 30:25–38CrossRef
6.
Zurück zum Zitat Maroldi R, Ravanelli M, Borghesi A (2008) Farina D. Paranasal sinus imaging. Eur J Radiol 66:372–386PubMedCrossRef Maroldi R, Ravanelli M, Borghesi A (2008) Farina D. Paranasal sinus imaging. Eur J Radiol 66:372–386PubMedCrossRef
7.
Zurück zum Zitat Jeon TY, Kim HJ, Chung SK et al (2008) Sinonasal inverted papilloma: value of convoluted cerebriform pattern on MR imaging. AJNR Am J Neuroradiol 29:1556–1560PubMedPubMedCentralCrossRef Jeon TY, Kim HJ, Chung SK et al (2008) Sinonasal inverted papilloma: value of convoluted cerebriform pattern on MR imaging. AJNR Am J Neuroradiol 29:1556–1560PubMedPubMedCentralCrossRef
8.
Zurück zum Zitat Wang X, Yan F, Hao H, Wu J, Chen Q, Xian J (2015) Improved performance in differentiating benign from malignant sinonasal tumors using diffusion-weighted combined with dynamic contrast-enhanced magnetic resonance imaging. Chin Med J 128:586–592PubMedPubMedCentralCrossRef Wang X, Yan F, Hao H, Wu J, Chen Q, Xian J (2015) Improved performance in differentiating benign from malignant sinonasal tumors using diffusion-weighted combined with dynamic contrast-enhanced magnetic resonance imaging. Chin Med J 128:586–592PubMedPubMedCentralCrossRef
9.
Zurück zum Zitat Xiao Z, Tang Z, Zhang J et al (2019) Whole-tumor histogram analysis of monoexponential and advanced diffusion-weighted imaging for sinonasal malignant tumors: correlations with histopathologic features. J Magn Reson Imaging 51:273–285PubMedCrossRef Xiao Z, Tang Z, Zhang J et al (2019) Whole-tumor histogram analysis of monoexponential and advanced diffusion-weighted imaging for sinonasal malignant tumors: correlations with histopathologic features. J Magn Reson Imaging 51:273–285PubMedCrossRef
10.
Zurück zum Zitat El-Gerby K, El-Anwar M (2017) Differentiating benign from malignant sinonasal lesions: feasibility of diffusion weighted MRI. Int Arch Otorhinolaryngol 21:358–365PubMedPubMedCentralCrossRef El-Gerby K, El-Anwar M (2017) Differentiating benign from malignant sinonasal lesions: feasibility of diffusion weighted MRI. Int Arch Otorhinolaryngol 21:358–365PubMedPubMedCentralCrossRef
11.
Zurück zum Zitat Jiang JX, Tang ZH, Zhong YF, Qiang JW (2017) Diffusion kurtosis imaging for differentiating between the benign and malignant sinonasal lesions. J Magn Reson Imaging 45:1446–1454PubMedCrossRef Jiang JX, Tang ZH, Zhong YF, Qiang JW (2017) Diffusion kurtosis imaging for differentiating between the benign and malignant sinonasal lesions. J Magn Reson Imaging 45:1446–1454PubMedCrossRef
12.
Zurück zum Zitat Su SY, Kupferman ME, DeMonte F, Levine NB, Raza SM, Hanna EY (2014) Endoscopic resection of sinonasal cancers. Curr Oncol Rep 16:369PubMedCrossRef Su SY, Kupferman ME, DeMonte F, Levine NB, Raza SM, Hanna EY (2014) Endoscopic resection of sinonasal cancers. Curr Oncol Rep 16:369PubMedCrossRef
13.
14.
Zurück zum Zitat Schmid-Bindert G, Henzler T, Chu TQ et al (2012) Functional imaging of lung cancer using dual energy CT: how does iodine related attenuation correlate with standardized uptake value of 18FDG-PET-CT? Eur Radiol 22:93–103PubMedCrossRef Schmid-Bindert G, Henzler T, Chu TQ et al (2012) Functional imaging of lung cancer using dual energy CT: how does iodine related attenuation correlate with standardized uptake value of 18FDG-PET-CT? Eur Radiol 22:93–103PubMedCrossRef
15.
Zurück zum Zitat Pelgrim GJ, van Hamersvelt RW, Willemink MJ et al (2017) Accuracy of iodine quantification using dual energy CT in latest generation dual source and dual layer CT. Eur Radiol 27:3904–3912PubMedPubMedCentralCrossRef Pelgrim GJ, van Hamersvelt RW, Willemink MJ et al (2017) Accuracy of iodine quantification using dual energy CT in latest generation dual source and dual layer CT. Eur Radiol 27:3904–3912PubMedPubMedCentralCrossRef
16.
Zurück zum Zitat Koonce JD, Vliegenthart R, Schoepf UJ et al (2014) Accuracy of dual-energy computed tomography for the measurement of iodine concentration using cardiac CT protocols: validation in a phantom model. Eur Radiol 24:512–518PubMedCrossRef Koonce JD, Vliegenthart R, Schoepf UJ et al (2014) Accuracy of dual-energy computed tomography for the measurement of iodine concentration using cardiac CT protocols: validation in a phantom model. Eur Radiol 24:512–518PubMedCrossRef
17.
Zurück zum Zitat Wu J, Lv Y, Wang N et al (2019) The value of single-source dual-energy CT imaging for discriminating microsatellite instability from microsatellite stability human colorectal cancer. Eur Radiol 29:3782–3790PubMedCrossRef Wu J, Lv Y, Wang N et al (2019) The value of single-source dual-energy CT imaging for discriminating microsatellite instability from microsatellite stability human colorectal cancer. Eur Radiol 29:3782–3790PubMedCrossRef
18.
Zurück zum Zitat Mileto A, Allen BC, Pietryga JA et al (2017) Characterization of incidental renal mass with dual-energy CT: diagnostic accuracy of effective atomic number maps for discriminating nonenhancing cysts from enhancing masses. AJR Am J Roentgenol 209:W221–W230PubMedCrossRef Mileto A, Allen BC, Pietryga JA et al (2017) Characterization of incidental renal mass with dual-energy CT: diagnostic accuracy of effective atomic number maps for discriminating nonenhancing cysts from enhancing masses. AJR Am J Roentgenol 209:W221–W230PubMedCrossRef
19.
Zurück zum Zitat Forghani R (2019) An update on advanced dual-energy CT for head and neck cancer imaging. Expert Rev Anticancer Ther 19:633–644PubMedCrossRef Forghani R (2019) An update on advanced dual-energy CT for head and neck cancer imaging. Expert Rev Anticancer Ther 19:633–644PubMedCrossRef
20.
Zurück zum Zitat Li M, Zheng X, Li J et al (2012) Dual-energy computed tomography imaging of thyroid nodule specimens: comparison with pathologic findings. Invest Radiol 47:58–64 Li M, Zheng X, Li J et al (2012) Dual-energy computed tomography imaging of thyroid nodule specimens: comparison with pathologic findings. Invest Radiol 47:58–64
21.
Zurück zum Zitat Yamauchi H, Buehler M, Goodsitt MM, Keshavarzi N, Srinivasan A (2016) Dual-energy CT-based differentiation of benign posttreatment changes from primary or recurrent malignancy of the head and neck: comparison of spectral Hounsfield units at 40 and 70 keV and iodine concentration. AJR Am J Roentgenol 206:580–587PubMedCrossRef Yamauchi H, Buehler M, Goodsitt MM, Keshavarzi N, Srinivasan A (2016) Dual-energy CT-based differentiation of benign posttreatment changes from primary or recurrent malignancy of the head and neck: comparison of spectral Hounsfield units at 40 and 70 keV and iodine concentration. AJR Am J Roentgenol 206:580–587PubMedCrossRef
22.
Zurück zum Zitat Tawfik AM, Razek AA, Kerl JM, Nour-Eldin NE, Bauer R, Vogl TJ (2014) Comparison of dual-energy CT-derived iodine content and iodine overlay of normal, inflammatory and metastatic squamous cell carcinoma cervical lymph nodes. Eur Radiol 24:574–580PubMedCrossRef Tawfik AM, Razek AA, Kerl JM, Nour-Eldin NE, Bauer R, Vogl TJ (2014) Comparison of dual-energy CT-derived iodine content and iodine overlay of normal, inflammatory and metastatic squamous cell carcinoma cervical lymph nodes. Eur Radiol 24:574–580PubMedCrossRef
23.
Zurück zum Zitat Koo TK, Li MY (2016) A guideline of selecting and reporting intraclass correlation coefficients for reliability research. J Chirop Med 15:155–163CrossRef Koo TK, Li MY (2016) A guideline of selecting and reporting intraclass correlation coefficients for reliability research. J Chirop Med 15:155–163CrossRef
24.
Zurück zum Zitat Landis JR, Koch GG (1977) The measurement of observer agreement for categorical data. Biometrics 33:159–174PubMedCrossRef Landis JR, Koch GG (1977) The measurement of observer agreement for categorical data. Biometrics 33:159–174PubMedCrossRef
25.
Zurück zum Zitat Bahig H, Lapointe A, Bedwani S et al (2019) Dual-energy computed tomography for prediction of loco-regional recurrence after radiotherapy in larynx and hypopharynx squamous cell carcinoma. Eur J Radiol 110:1–6PubMedCrossRef Bahig H, Lapointe A, Bedwani S et al (2019) Dual-energy computed tomography for prediction of loco-regional recurrence after radiotherapy in larynx and hypopharynx squamous cell carcinoma. Eur J Radiol 110:1–6PubMedCrossRef
26.
Zurück zum Zitat Jiang J, Xiao Z, Tang Z, Zhong Y, Qiang J (2018) Differentiating between benign and malignant sinonasal lesions using dynamic contrast-enhanced MRI and intravoxel incoherent motion. Eur J Radiol 98:7–13PubMedCrossRef Jiang J, Xiao Z, Tang Z, Zhong Y, Qiang J (2018) Differentiating between benign and malignant sinonasal lesions using dynamic contrast-enhanced MRI and intravoxel incoherent motion. Eur J Radiol 98:7–13PubMedCrossRef
27.
Zurück zum Zitat Valente G, Mamo C, Bena A et al (2006) Prognostic significance of microvessel density and vascular endothelial growth factor expression in sinonasal carcinomas. Hum Pathol 37:391–400PubMedCrossRef Valente G, Mamo C, Bena A et al (2006) Prognostic significance of microvessel density and vascular endothelial growth factor expression in sinonasal carcinomas. Hum Pathol 37:391–400PubMedCrossRef
28.
Zurück zum Zitat Ju Y, Liu A, Dong Y et al (2015) The value of nonenhanced single-source dual-energy CT for differentiating metastases from adenoma in adrenal glands. Acad Radiol 22:834–839PubMedCrossRef Ju Y, Liu A, Dong Y et al (2015) The value of nonenhanced single-source dual-energy CT for differentiating metastases from adenoma in adrenal glands. Acad Radiol 22:834–839PubMedCrossRef
29.
Zurück zum Zitat Forghani R, Kelly H, Yu E et al (2017) Low-energy virtual monochromatic dual-energy computed tomography images for the evaluation of head and neck squamous cell carcinoma: a study of tumor visibility compared with single-energy computed tomography and user acceptance. J Comput Assist Tomogr 41:565–571PubMedCrossRef Forghani R, Kelly H, Yu E et al (2017) Low-energy virtual monochromatic dual-energy computed tomography images for the evaluation of head and neck squamous cell carcinoma: a study of tumor visibility compared with single-energy computed tomography and user acceptance. J Comput Assist Tomogr 41:565–571PubMedCrossRef
30.
Zurück zum Zitat Bodanapally UK, Dreizin D, Issa G, Archer-Arroyo KL, Sudini K, Fleiter TR (2017) Dual-energy CT in enhancing subdural effusions that masquerade as subdural hematomas: diagnosis with virtual high-monochromatic (190-keV) images. AJNR Am J Neuroradiol 38:1946–1952PubMedPubMedCentralCrossRef Bodanapally UK, Dreizin D, Issa G, Archer-Arroyo KL, Sudini K, Fleiter TR (2017) Dual-energy CT in enhancing subdural effusions that masquerade as subdural hematomas: diagnosis with virtual high-monochromatic (190-keV) images. AJNR Am J Neuroradiol 38:1946–1952PubMedPubMedCentralCrossRef
31.
Zurück zum Zitat Zhang Y, Cheng J, Hua X et al (2016) Can spectral CT imaging improve the differentiation between malignant and benign solitary pulmonary nodules? PLoS One 11:e147537 Zhang Y, Cheng J, Hua X et al (2016) Can spectral CT imaging improve the differentiation between malignant and benign solitary pulmonary nodules? PLoS One 11:e147537
32.
Zurück zum Zitat Kim JE, Kim HO, Bae K, Cho JM, Choi HC, Choi DS (2017) Differentiation of small intrahepatic mass-forming cholangiocarcinoma from small liver abscess by dual source dual-energy CT quantitative parameters. Eur J Radiol 92:145–152PubMedCrossRef Kim JE, Kim HO, Bae K, Cho JM, Choi HC, Choi DS (2017) Differentiation of small intrahepatic mass-forming cholangiocarcinoma from small liver abscess by dual source dual-energy CT quantitative parameters. Eur J Radiol 92:145–152PubMedCrossRef
33.
Zurück zum Zitat Furuya M, Yonemitsu Y (2008) Cancer neovascularization and proinflammatory microenvironments. Curr Cancer Drug Targets 8:253–265PubMedCrossRef Furuya M, Yonemitsu Y (2008) Cancer neovascularization and proinflammatory microenvironments. Curr Cancer Drug Targets 8:253–265PubMedCrossRef
34.
Zurück zum Zitat Jain RK (2005) Normalization of tumor vasculature: an emerging concept in antiangiogenic therapy. Science 307:58–62PubMedCrossRef Jain RK (2005) Normalization of tumor vasculature: an emerging concept in antiangiogenic therapy. Science 307:58–62PubMedCrossRef
35.
Zurück zum Zitat Sumi M, Nakamura T (2013) Head and neck tumors: assessment of perfusion-related parameters and diffusion coefficients based on the intravoxel incoherent motion model. AJNR Am J Neuroradiol 34:410–416PubMedPubMedCentralCrossRef Sumi M, Nakamura T (2013) Head and neck tumors: assessment of perfusion-related parameters and diffusion coefficients based on the intravoxel incoherent motion model. AJNR Am J Neuroradiol 34:410–416PubMedPubMedCentralCrossRef
36.
Zurück zum Zitat Forghani R, De Man B, Gupta R (2017) Dual-energy computed tomography physical principles, approaches to scanning, physical principles, approaches to scanning, usage, and implementation: Part 2. Neuroimaging Clin N Am 27:385–400PubMedCrossRef Forghani R, De Man B, Gupta R (2017) Dual-energy computed tomography physical principles, approaches to scanning, physical principles, approaches to scanning, usage, and implementation: Part 2. Neuroimaging Clin N Am 27:385–400PubMedCrossRef
37.
Zurück zum Zitat Marin D, Boll DT, Mileto A, Nelson RC (2014) State of the art: dual-energy CT of the abdomen. Radiology 271:327–342PubMedCrossRef Marin D, Boll DT, Mileto A, Nelson RC (2014) State of the art: dual-energy CT of the abdomen. Radiology 271:327–342PubMedCrossRef
39.
Zurück zum Zitat Sasaki M, Eida S, Sumi M, Nakamura T (2011) Apparent diffusion coefficient mapping for sinonasal diseases: differentiation of benign and malignant lesions. AJNR Am J Neuroradiol 32:1100–1106PubMedPubMedCentralCrossRef Sasaki M, Eida S, Sumi M, Nakamura T (2011) Apparent diffusion coefficient mapping for sinonasal diseases: differentiation of benign and malignant lesions. AJNR Am J Neuroradiol 32:1100–1106PubMedPubMedCentralCrossRef
40.
Zurück zum Zitat White ML, Zhang Y, Robinson RA (2006) Evaluating tumors and tumorlike lesions of the nasal cavity, the paranasal sinuses, and the adjacent skull base with diffusion-weighted MRI. J Comput Assist Tomogr 30:490–495PubMedCrossRef White ML, Zhang Y, Robinson RA (2006) Evaluating tumors and tumorlike lesions of the nasal cavity, the paranasal sinuses, and the adjacent skull base with diffusion-weighted MRI. J Comput Assist Tomogr 30:490–495PubMedCrossRef
41.
Zurück zum Zitat Wang F, Sha Y, Zhao M et al (2017) High-resolution diffusion-weighted imaging improves the diagnostic accuracy of dynamic contrast-enhanced sinonasal magnetic resonance imaging. J Comput Assist Tomogr 41:199–205PubMedCrossRef Wang F, Sha Y, Zhao M et al (2017) High-resolution diffusion-weighted imaging improves the diagnostic accuracy of dynamic contrast-enhanced sinonasal magnetic resonance imaging. J Comput Assist Tomogr 41:199–205PubMedCrossRef
42.
Zurück zum Zitat Aribandi M, McCoy VA, Bazan CR (2007) Imaging features of invasive and noninvasive fungal sinusitis: a review. Radiographics 27:1283–1296PubMedCrossRef Aribandi M, McCoy VA, Bazan CR (2007) Imaging features of invasive and noninvasive fungal sinusitis: a review. Radiographics 27:1283–1296PubMedCrossRef
43.
Zurück zum Zitat Hagspiel KD, Flors L, Housseini AM et al (2012) Pulmonary blood volume imaging with dual-energy computed tomography: spectrum of findings. Clin Radiol 67:69–77PubMedCrossRef Hagspiel KD, Flors L, Housseini AM et al (2012) Pulmonary blood volume imaging with dual-energy computed tomography: spectrum of findings. Clin Radiol 67:69–77PubMedCrossRef
Metadaten
Titel
Dual-energy CT in differentiating benign sinonasal lesions from malignant ones: comparison with simulated single-energy CT, conventional MRI, and DWI
verfasst von
Peng Wang
Zuohua Tang
Zebin Xiao
Rujian Hong
Rong Wang
Yuzhe Wang
Yang Zhan
Publikationsdatum
24.08.2021
Verlag
Springer Berlin Heidelberg
Erschienen in
European Radiology / Ausgabe 2/2022
Print ISSN: 0938-7994
Elektronische ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-021-08159-3

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