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Dynamic contrast-enhanced MRI can quantitatively identify malignant transformation of sinonasal inverted papilloma
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Objective:
To investigate the diagnostic performance of quantitative and semi-quantitative parameters derived from dynamic contrast-enhanced MRI (DCE-MRI) in differentiating sinonasal inverted papilloma (SIP) from SIP with coexisting malignant transformation into squamous cell carcinoma (MT-SIP).
Methods:
This retrospective study included 122 patients with 88 SIP and 34 MT-SIP. Quantitative and semi-quantitative parameters derived from DCE-MRI were compared between SIP and MT-SIP. The multivariate logistic regression analysis was performed to identify independent indicators and construct regression model for distinguishing MT-SIP and SIP. Diagnostic performance of independent indicators and regression model were evaluated using receiver operating coefficient (ROC) analysis and compared using DeLong test.
Results:
There were significant differences in maximum slope of increase, contrast-enhancement ratio, bolus arrival time, volume of extravascular extracellular space (Ve), and rate constant (Kep) between SIP and MT-SIP (p < 0.05). There were no significant differences in initial area under the gadolinium curve (p = 0.174) and volume transfer constant (p = 0.105) between two groups. Multivariate analysis results showed that Ve and Kep were identified as the independent indicators for differentiating MT-SIP from SIP (p < 0.001). Areas under the ROC curves (AUCs) for predicting MT-SIP were 0.779 for Ve and 0.766 for Kep. The AUC of the combination of Ve and Kep was 0.831, yielding 83% specificity and 76.5% sensitivity.
Conclusion:
DCE-MRI can quantitatively differentiate between MT-SIP and SIP. The combination of Ve and Kep yielded an optimal performance for discriminating SIP from its malignant mimics.
Advances in knowledge:
DCE-MRI with quantitative and semi-quantitative parameters can provide valuable evidences for quantitatively identifying MT-SIP.
Oxford University Press (OUP)
Title: Dynamic contrast-enhanced MRI can quantitatively identify malignant transformation of sinonasal inverted papilloma
Description:
Objective:
To investigate the diagnostic performance of quantitative and semi-quantitative parameters derived from dynamic contrast-enhanced MRI (DCE-MRI) in differentiating sinonasal inverted papilloma (SIP) from SIP with coexisting malignant transformation into squamous cell carcinoma (MT-SIP).
Methods:
This retrospective study included 122 patients with 88 SIP and 34 MT-SIP.
Quantitative and semi-quantitative parameters derived from DCE-MRI were compared between SIP and MT-SIP.
The multivariate logistic regression analysis was performed to identify independent indicators and construct regression model for distinguishing MT-SIP and SIP.
Diagnostic performance of independent indicators and regression model were evaluated using receiver operating coefficient (ROC) analysis and compared using DeLong test.
Results:
There were significant differences in maximum slope of increase, contrast-enhancement ratio, bolus arrival time, volume of extravascular extracellular space (Ve), and rate constant (Kep) between SIP and MT-SIP (p < 0.
05).
There were no significant differences in initial area under the gadolinium curve (p = 0.
174) and volume transfer constant (p = 0.
105) between two groups.
Multivariate analysis results showed that Ve and Kep were identified as the independent indicators for differentiating MT-SIP from SIP (p < 0.
001).
Areas under the ROC curves (AUCs) for predicting MT-SIP were 0.
779 for Ve and 0.
766 for Kep.
The AUC of the combination of Ve and Kep was 0.
831, yielding 83% specificity and 76.
5% sensitivity.
Conclusion:
DCE-MRI can quantitatively differentiate between MT-SIP and SIP.
The combination of Ve and Kep yielded an optimal performance for discriminating SIP from its malignant mimics.
Advances in knowledge:
DCE-MRI with quantitative and semi-quantitative parameters can provide valuable evidences for quantitatively identifying MT-SIP.
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