基于扩散加权成像、体内非相干运动和扩散峰度成像的直肠癌病理预后因素。

IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
European Radiology Pub Date : 2025-02-01 Epub Date: 2024-08-14 DOI:10.1007/s00330-024-11025-7
Mi Zhou, Mengyuan Chen, Mingfang Luo, Meining Chen, Hongyun Huang
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引用次数: 0

摘要

研究目的探讨弥散加权成像(DWI)、体细胞内不连贯运动(IVIM)和弥散峰度成像(DKI)用于评估直肠癌患者的病理预后因素:这项前瞻性研究共纳入 162 名计划接受根治术的患者(105 名男性,平均年龄为 61.8 ± 13.1 岁)。病理预后因素包括组织学分化、淋巴结转移(LNM)和壁外血管侵犯(EMVI)。利用单变量和多变量逻辑回归法获得了 DWI、IVIM 和 DKI 参数,并将其与预后因素相关联。使用接收器操作特征(ROC)曲线分析评估其评估价值:结果:多变量逻辑回归分析表明,平均峰度(MK)越高(几率比(OR)= 194.931,P 结论:DKI 参数可作为预后因素:DKI参数可作为成像生物标志物,在手术前评估直肠癌的病理预后因素:弥散峰度成像(DKI)参数,尤其是平均峰度(MK),是评估直肠癌组织学分化、淋巴结转移和壁外血管侵犯的有前途的生物标志物。这些发现表明,DKI 在直肠癌术前评估中具有潜力:要点:在评估可切除直肠癌的组织学分化方面,平均峰度优于表观扩散系数。灌注分数和平均峰度是评估直肠癌淋巴结转移的独立指标。平均峰度和平均扩散系数在评估壁外血管侵犯方面表现出更高的准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Pathological prognostic factors of rectal cancer based on diffusion-weighted imaging, intravoxel incoherent motion, and diffusion kurtosis imaging.

Pathological prognostic factors of rectal cancer based on diffusion-weighted imaging, intravoxel incoherent motion, and diffusion kurtosis imaging.

Objectives: To explore diffusion-weighted imaging (DWI), intravoxel incoherent motion (IVIM), and diffusion kurtosis imaging (DKI) for assessing pathological prognostic factors in patients with rectal cancer.

Materials and methods: A total of 162 patients (105 males; mean age of 61.8 ± 13.1 years old) scheduled to undergo radical surgery were enrolled in this prospective study. The pathological prognostic factors included histological differentiation, lymph node metastasis (LNM), and extramural vascular invasion (EMVI). The DWI, IVIM, and DKI parameters were obtained and correlated with prognostic factors using univariable and multivariable logistic regression. Their assessment value was evaluated using receiver operating characteristic (ROC) curve analysis.

Results: Multivariable logistic regression analyses showed that higher mean kurtosis (MK) (odds ratio (OR) = 194.931, p < 0.001) and lower apparent diffusion coefficient (ADC) (OR = 0.077, p = 0.025) were independently associated with poorer differentiation tumors. Higher perfusion fraction (f) (OR = 575.707, p = 0.023) and higher MK (OR = 173.559, p < 0.001) were independently associated with LNMs. Higher f (OR = 1036.116, p = 0.024), higher MK (OR = 253.629, p < 0.001), lower mean diffusivity (MD) (OR = 0.125, p = 0.038), and lower ADC (OR = 0.094, p = 0.022) were independently associated with EMVI. The area under the ROC curve (AUC) of MK for histological differentiation was significantly higher than ADC (0.771 vs. 0.638, p = 0.035). The AUC of MK for LNM positivity was higher than f (0.770 vs. 0.656, p = 0.048). The AUC of MK combined with MD (0.790) was the highest among f (0.663), MK (0.779), MD (0.617), and ADC (0.610) in assessing EMVI.

Conclusion: The DKI parameters may be used as imaging biomarkers to assess pathological prognostic factors of rectal cancer before surgery.

Clinical relevance statement: Diffusion kurtosis imaging (DKI) parameters, particularly mean kurtosis (MK), are promising biomarkers for assessing histological differentiation, lymph node metastasis, and extramural vascular invasion of rectal cancer. These findings suggest DKI's potential in the preoperative assessment of rectal cancer.

Key points: Mean kurtosis outperformed the apparent diffusion coefficient in assessing histological differentiation in resectable rectal cancer. Perfusion fraction and mean kurtosis are independent indicators for assessing lymph node metastasis in rectal cancer. Mean kurtosis and mean diffusivity demonstrated superior accuracy in assessing extramural vascular invasion.

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来源期刊
European Radiology
European Radiology 医学-核医学
CiteScore
11.60
自引率
8.50%
发文量
874
审稿时长
2-4 weeks
期刊介绍: European Radiology (ER) continuously updates scientific knowledge in radiology by publication of strong original articles and state-of-the-art reviews written by leading radiologists. A well balanced combination of review articles, original papers, short communications from European radiological congresses and information on society matters makes ER an indispensable source for current information in this field. This is the Journal of the European Society of Radiology, and the official journal of a number of societies. From 2004-2008 supplements to European Radiology were published under its companion, European Radiology Supplements, ISSN 1613-3749.
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