The value of restriction spectrum imaging in predicting lymph node metastases in rectal cancer: a comparative study with diffusion-weighted imaging and diffusion kurtosis imaging

限制谱成像在预测直肠癌淋巴结转移中的价值:与扩散加权成像和扩散峰度成像的比较研究

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Abstract

BACKGROUND: To investigate the efficacy of three-compartment restriction spectrum imaging (RSI), diffusion kurtosis imaging (DKI), and diffusion-weighted imaging (DWI) in the assessment of lymph node metastases (LNM) in rectal cancer. METHODS: A total of 77 patients with rectal cancer who underwent pelvic MRI were enrolled. RSI-derived parameters (f(1), f(2), and f(3)), DKI-derived parameters (D(app) and K(app)), and the DWI-derived parameter (ADC) were calculated and compared using a Mann-Whitney U test or independent samples t-test. Logistic regression (LR) analysis was used to identify independent predictors of LNM status. Area under the receiver operating characteristic curve (AUC) and Delong analysis were performed to assess the diagnostic performance of each parameter. RESULTS: The LNM-positive group exhibited significantly higher f(1) and K(app) levels and significantly lower f(3), D(app), and ADC levels compared to the LNM-negative group (p < 0.05). There was no difference in f(2) levels between the two groups (p = 0.783). LR analysis showed that D(app) and K(app) were independent predictors of a positive LNM status. AUC and Delong analysis showed that DKI (D(app) + K(app)) exhibited significantly higher diagnostic efficacy (AUC = 0.908; sensitivity = 87.10%; specificity = 86.96%) than RSI (f(1) + f(3)) and DWI (ADC), with AUCs were 0.842 and 0.771 (Z = 2.113, 3.453; p = 0.035, < 0.001, respectively). The AUC performance between RSI and DWI was also statistically significant (Z = 1.972, p = 0.049). CONCLUSION: The RSI model is superior to conventional DWI but inferior to DKI in differentiation between LNM-positive and LNM-negative rectal cancers. Further study is needed before it could serve as a promising biomarker for guiding effective treatment strategies. CRITICAL RELEVANCE STATEMENT: The three-compartment restriction spectrum imaging was able to differentiate between LNM-positive and LNM-negative rectal cancers with high accuracy, which has the potential to serve as a promising biomarker that could guide treatment strategies. KEY POINTS: Three-compartment restriction spectrum imaging could differentiate lymph node metastases in rectal cancer. Diffusion kurtosis imaging and diffusion-weighted were associated with lymph node metastases in rectal cancer. The combination of different parameters has the potential to serve as a promising biomarker.

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