Objectives <p>To evaluate the correlation between time-dependent diffusion MRI (<i>t</i><sub><i>d</i></sub>-dMRI) parameters and prognostic factors in nasopharyngeal carcinoma (NPC).</p> Materials and methods <p>116 patients (105 NPC, 11 benign hyperplasia) were prospectively enrolled. Four <i>t</i><sub><i>d</i></sub>-dMRI-derived microstructural parameters, extracellular diffusivity (D<sub>ex</sub>), intracellular volume fraction (V<sub>in</sub>), Diameter, and Cellularity, and apparent diffusion coefficient (ADC) at three oscillation frequencies (ADC<sub>0Hz</sub>, ADC<sub>30Hz</sub>, and ADC<sub>55Hz</sub>), were obtained. TNM stages and prognostic factors were recorded; continuous variables were dichotomized by optimal cut-offs. Correlations, between-group comparisons, and receiver operating characteristic analysis summarized diagnostic performance as the area under the curve (AUC).</p> Results <p>Programmed death ligand 1 was correlated with ADC values, with ADC<sub>55Hz</sub> achieving an AUC of 0.708. Epidermal growth factor receptor was correlated with Cellularity and Diameter (r = 0.341 and −0.329). Ki-67 expression was associated with D<sub>ex</sub> and ADC<sub>55Hz</sub> (r = 0.252 and 0.286). V<sub>in</sub>, Cellularity and ADC<sub>0/30Hz</sub> were linked to histological subtype, with V<sub>in</sub> achieving the highest AUC of 0.706. TNM stages were correlated with Diameter (r = 0.203 to 0.371) and Cellularity (r = −0.365 to −0.284). ADC<sub>30Hz</sub> best distinguished NPC (T1–2) from hyperplasia (AUC = 0.847). Negative correlations were observed between several parameters and Epstein-Barr virus (EBV)-based antibodies (r = −0.269 to −0.239). V<sub>in</sub> and ADC<sub>0/30Hz</sub> differed across EBV DNA clearance groups after induction chemoimmunotherapy (<i>p</i> ≤ 0.038). <i>t</i><sub><i>d</i></sub>-dMRI-measured diameters correlated with pathological measurements (r = 0.772, <i>p</i> &lt; 0.001).</p> Conclusions <p><i>t</i><sub><i>d</i></sub>-dMRI parameters may reflect tumor microstructure and show associations with prognostic factors in NPC, suggesting potential utility for risk stratification and treatment monitoring.</p> Key Points <p><Emphasis Type="BoldItalic">Question</Emphasis> <i>Can microstructural parameters from time-dependent diffusion MRI (t</i><sub><i>d</i></sub><i>-dMRI) noninvasively provide clinically meaningful prognostic information for nasopharyngeal carcinoma?</i></p> <p><Emphasis Type="BoldItalic">Findings</Emphasis> <i>Differences in prognostic factor levels can be reflected by t</i><sub><i>d</i></sub><i>-dMRI, and t</i><sub><i>d</i></sub><i>-dMRI-derived diameter was correlated with pathology-derived diameter (r = 0.772, p &lt; 0.001).</i></p> <p><Emphasis Type="BoldItalic">Clinical relevance</Emphasis> <i>t</i><sub><i>d</i></sub><i>-dMRI provides a noninvasive method to characterize tumor microstructure, potentially improving patient management strategies in nasopharyngeal carcinoma.</i></p> Graphical Abstract <p></p>

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The value of time-dependent diffusion MRI in nasopharyngeal carcinoma: correlation with prognostic factors

  • Haoran Wei,
  • Fan Yang,
  • Sai Wang,
  • Xiaolu Li,
  • Xiaoduo Yu,
  • Lin Li,
  • Yanfeng Zhao,
  • Yueluan Jiang,
  • Meng Lin,
  • Hongmei Zhang

摘要

Objectives

To evaluate the correlation between time-dependent diffusion MRI (td-dMRI) parameters and prognostic factors in nasopharyngeal carcinoma (NPC).

Materials and methods

116 patients (105 NPC, 11 benign hyperplasia) were prospectively enrolled. Four td-dMRI-derived microstructural parameters, extracellular diffusivity (Dex), intracellular volume fraction (Vin), Diameter, and Cellularity, and apparent diffusion coefficient (ADC) at three oscillation frequencies (ADC0Hz, ADC30Hz, and ADC55Hz), were obtained. TNM stages and prognostic factors were recorded; continuous variables were dichotomized by optimal cut-offs. Correlations, between-group comparisons, and receiver operating characteristic analysis summarized diagnostic performance as the area under the curve (AUC).

Results

Programmed death ligand 1 was correlated with ADC values, with ADC55Hz achieving an AUC of 0.708. Epidermal growth factor receptor was correlated with Cellularity and Diameter (r = 0.341 and −0.329). Ki-67 expression was associated with Dex and ADC55Hz (r = 0.252 and 0.286). Vin, Cellularity and ADC0/30Hz were linked to histological subtype, with Vin achieving the highest AUC of 0.706. TNM stages were correlated with Diameter (r = 0.203 to 0.371) and Cellularity (r = −0.365 to −0.284). ADC30Hz best distinguished NPC (T1–2) from hyperplasia (AUC = 0.847). Negative correlations were observed between several parameters and Epstein-Barr virus (EBV)-based antibodies (r = −0.269 to −0.239). Vin and ADC0/30Hz differed across EBV DNA clearance groups after induction chemoimmunotherapy (p ≤ 0.038). td-dMRI-measured diameters correlated with pathological measurements (r = 0.772, p < 0.001).

Conclusions

td-dMRI parameters may reflect tumor microstructure and show associations with prognostic factors in NPC, suggesting potential utility for risk stratification and treatment monitoring.

Key Points

Question Can microstructural parameters from time-dependent diffusion MRI (td-dMRI) noninvasively provide clinically meaningful prognostic information for nasopharyngeal carcinoma?

Findings Differences in prognostic factor levels can be reflected by td-dMRI, and td-dMRI-derived diameter was correlated with pathology-derived diameter (r = 0.772, p < 0.001).

Clinical relevance td-dMRI provides a noninvasive method to characterize tumor microstructure, potentially improving patient management strategies in nasopharyngeal carcinoma.

Graphical Abstract