首页|MRI IVIM-DWI联合DKI对乳腺癌的诊断分析

MRI IVIM-DWI联合DKI对乳腺癌的诊断分析

Analysis of MRI IVIM-DWI combined with DKI in the diagnosis of breast cancer

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目的 探讨磁共振成像体素内不相干运动扩散加权成像(IVIM-DWI)联合扩散峰度成像(DKI)诊断乳腺癌的价值.方法 选取 182 例乳腺占位病变患者,所有患者均行IVIM-DWI和DKI检查并获取定量参数表观扩散系数(ADC)、纯扩散系数(D)、伪扩散系数(D*)、灌注分数(f)、平均扩散率(MD)、平均扩散峰度(MK);检查后 2 周内行穿刺活检或手术证实病变性质和乳腺癌的分子分型,比较不同病变性质和分子分型乳腺癌患者的IVIM-DWI和DKI参数,绘制受试者工作特征(ROC)曲线分析IVIM-DWI联合DKI对乳腺癌的诊断价值,采用Spearman相关性分析IVIM-DWI和DKI参数与乳腺癌分子分型的关系.结果 182 例患者经病理检查证实为乳腺癌 152 例,良性病变 30 例.确诊为乳腺癌的 152 例患者中,Luminal A型 62 例,Luminal B型 48 例,HER-2 阳性型 26 例,三阴性型 16 例.ROC曲线显示,IVIM-DWI、DKI单独诊断乳腺癌的曲线下面积(AUC)分别为 0.851、0.841,均有一定的诊断价值;而将IVIM-DWI、DKI模型联合,诊断乳腺癌的AUC为 0.861,诊断效能高于IVIM-DWI或DKI单独诊断结果,差异有统计学意义(P<0.001).且联合诊断的敏感度为 86.7%,特异度为 79.6%,具有良好的诊断价值.三阴性型乳腺癌患者ADC、D、MD值最低,HER-2 阳性型和Luminal B型次之,Luminal A型最高;三阴性型乳腺癌患者f、MK值最高,HER-2 阳性型和Luminal B型次之,Lu-minal A型最低,差异有统计学意义(P<0.05).经Spearman相关性检验,IVIM-DWI参数ADC、D、f和DKI参数MD、MK与乳腺癌的分子分型存在相关性(P<0.05).结论 IVIM-DWI联合DKI对乳腺癌具有较高的诊断价值,且IVIM-DWI参数ADC、D、f和DKI参数MD、MK与乳腺癌的分子分型密切相关.
Objective To investigate the value of magnetic resonance imaging intravoxel incoherent motion diffusion-weighted imaging(IVIM-DWI)combined with diffusion kurtosis imaging(DKI)in the diagnosis of breast cancer.Methods A retrospective analysis was conducted on the medical records of 182 patients with breast mass lesions.All patients underwent IVIM-DWI and DKI examinations and quantitative parameters were obtained in terms of apparent diffusion coefficient(ADC),pure diffusion coefficient(D),pseudo diffusion coefficient(D*),perfusion fraction(f),mean diffusion rate(MD),and mean diffusion kurtosis(MK).Puncture biopsy or surgery was performed within 2 weeks after the examination to confirm the nature of the lesion and the molecular typing of breast cancer.IVIM-DWI and DKI parameters of breast cancer patients with different le-sion properties and molecular typing were compared.The ROC curve of the subjects was drawn to analyze the diagnostic value of IVIM-DWI combined with DKI in breast cancer.Spearman correlation was used to analyze the relationship between IVIM-DWI and DKI parameters and molecular typing of breast cancer.Results There were 152 cases of breast cancer and 30 cases of be-nign lesions confirmed by pathological examination in 182 patients.Among the 152 patients diagnosed with breast cancer,there were 62 cases of Luminal A,48 cases of Luminal B,26 cases of the HER-2 positive,and 16 cases of the triple negative.The ROC curve was drawn,and the results showed that the area under the curve(AUC)of IVIM-DWI and DKI separately diag-nosed breast cancer was 0.851 and 0.841,respectively,which had certain diagnostic value.When IVIM-DWI and DKI models were combined,the AUC of breast cancer diagnosis was 0.861,which was higher than the IVIM-DWI or DKI diagnosis results alone(P<0.001).The sensitivity of combined diagnosis was 86.7%,and the specificity was 79.6%,which had good diagnostic value.The ADC,D and MD values of triple negative breast cancer patients were the lowest,followed by HER-2 positive type and Luminal B type,and Luminal A type was the highest(P<0.05).The f and MK values of patients with triple negative breast cancer were the highest,followed by HER-2 positive type and Luminal B type,and Luminal A type was the lowest(P<0.05).Spearman correlation test showed that IVIM-DWI parameters ADC,D,f and DKI parameters MD,MK were correlated with mo-lecular typing of breast cancer(P<0.05).Conclusion IVIM-DWI combined with DKI has high diagnostic value for breast cancer,and IVIM-DWI parameters ADC,D,f and DKI parameters MD,MK are closely related to the molecular typing of breast cancer.

Breast cancerMagnetic resonance imagingIntravoxel incoherent motion diffusion-weighted imagingDiffusion kurtosis imagingMolecular typing

朱波、朱艳、管文婷、单文莉、张辉

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南京医科大学附属淮安第一医院医学影像科 江苏 淮安 223300

乳腺癌 磁共振成像 体素内不相干运动扩散加权成像 扩散峰度成像 分子分型

2024

医学影像学杂志
山东医学影像学研究会,山东医学影像学研究所

医学影像学杂志

CSTPCD
影响因子:1.157
ISSN:1006-9011
年,卷(期):2024.34(12)