高爽, 王三刚. 急性期脑梗死患者DWI与MRA诊断的一致性及影响因素分析[J]. 国际放射医学核医学杂志, 2024, 48(2): 82-90. DOI: 10.3760/cma.j.cn121381-202212011-00348
引用本文: 高爽, 王三刚. 急性期脑梗死患者DWI与MRA诊断的一致性及影响因素分析[J]. 国际放射医学核医学杂志, 2024, 48(2): 82-90. DOI: 10.3760/cma.j.cn121381-202212011-00348
Shuang Gao, Sangang Wang. Diagnosis consistency and influencing factors of DWI and MRA in patients with acute cerebral infarction[J]. Int J Radiat Med Nucl Med, 2024, 48(2): 82-90. DOI: 10.3760/cma.j.cn121381-202212011-00348
Citation: Shuang Gao, Sangang Wang. Diagnosis consistency and influencing factors of DWI and MRA in patients with acute cerebral infarction[J]. Int J Radiat Med Nucl Med, 2024, 48(2): 82-90. DOI: 10.3760/cma.j.cn121381-202212011-00348

急性期脑梗死患者DWI与MRA诊断的一致性及影响因素分析

Diagnosis consistency and influencing factors of DWI and MRA in patients with acute cerebral infarction

  • 摘要:
    目的 探究磁共振DWI与磁共振血管成像(MRA)诊断急性期脑梗死(ACI)的一致性及其影响因素。
    方法 回顾性分析2020年1月至2022年2月于来安家宁医院接受诊治的98例疑似ACI患者的临床资料并纳入训练集,其中男性58例、女性40例,年龄45~80(60.5±3.3)岁。按照相同标准选取2022年3至10月于来安家宁医院接受诊治的33例疑似ACI患者纳入验证集,其中男性18例、女性15例,年龄42~79(61.1±3.6)岁。以临床综合诊断为“金标准”,分析DWI与MRA的诊断效能、影像表现和检查结果的一致性。计量资料的组间比较采用两独立样本t检验;计数资料的组间比较采用χ2检验;采用多分类资料的Kappa检验分析DWI与MRA诊断ACI的一致性;采用多因素Logistic回归分析筛选DWI与MRA检查结果不一致的独立危险因素;采用Empower Stats和统计软件包“R”绘制森林图,构建风险列线图预测模型,并对模型进行评价;采用受试者工作特征(ROC)曲线和霍斯默莱梅肖拟合优度检验风险列线图预测模型的区分度和精准度;采用决策曲线评价风险列线图预测模型的精准度。
    结果 临床综合诊断为ACI的74例患者中,DWI检出73例(98.65%),MRA检出71例(95.95%);患者健侧≤6 h:(1.06±0.24)×10−4 cm2/s;6~24 h:(1.13±0.26)×10−4 cm2/s;24~72 h:(1.05±0.17)×10−4 cm2/s和患侧≤6 h:(0.59±0.11)×10−4 cm2/s;6~24 h:(0.44±0.10)×10−4 cm2/s;24~72 h:(0.53±0.09)×10−4 cm2/s脑组织ADC值的差异均有统计学意义(t=10.227、12.630、7.646,均P<0.05)。患者发病后24 h内,患侧ADC值≤6 h:(0.59±0.11)×10−4 cm2/s;6~24 h:(0.44±0.10)×10−4 cm2/s、rADC≤6 h:(0.53±0.08);6~24 h:(0.43±0.05)均明显降低,且差异均有统计学意义(t=5.410、5.569,均P<0.05);发病24~72 h均明显升高24~72 h ADC值:(0.53±0.09)×10−4 cm2/s;24~72 h rADC:(0.49±0.06),且差异均有统计学意义(t=2.274、2.835,均P<0.05)。DWI与MRA检查结果一致的患者68例(69.39%)、不一致患者30例(30.61%),DWI与MRA检查的一致性良好(Kappa值=0.654,P<0.05)。多因素Logistic回归分析结果表明,发病时间≤24 h、后循环、梗死病灶长径<2 cm均是DWI与MRA诊断ACI患者结果不一致的独立危险因素(OR=1.119、1.169、1.567,均P<0.05)。风险列线图预测模型的评价结果显示,其区分度、准确率和有效性均较高,训练集和验证集ROC的曲线下面积分别为0.930(95%CI:0.899~0.961,P<0.001)和0.855(95%CI:0.812~0.898,P<0.001)。
    结论 DWI可清楚地显示ACI病灶的位置和缺血程度,MRA则可准确地定位梗死血管及其狭窄程度,两种检查的一致性良好,均有助于ACI的诊断和病情评估。发病时间、后循环和梗死病灶长径是影响二者诊断一致性的独立危险因素。

     

    Abstract:
    Objective To explore the consistency and influencing factors between diffusion-weighted imaging (DWI) and magnetic resonance angiography (MRA) in diagnosing acute cerebral infarct (ACI).
    Methods Ninety-eight suspected ACI patients who received treatment at Lai'an Jianing Hospital from January 2020 to February 2022 were selected as the study subjects and included in the training set. Among them, 58 were males and 40 were females, aged 45–80 (60.5±3.3) years old. Suspected ACI patients (33 cases) diagnosed and treated at Lai'an Jianing Hospital from March to October 2022 were selected for retrospective analysis according to the same criteria and included in the validation set. Among them were 18 males and 15 females, aged 42–79 (61.1±3.6) years old. Using clinical comprehensive diagnosis as the "gold standard", we analyzed the diagnostic efficacy, imaging manifestations, and consistency of examination results of DWI and MRA. Two independent sample t-tests were used for intergroup comparison of econometric data. The intergroup comparison of counting data was conducted using χ2 test. Kappa test with multiple classification data was performed to analyze the consistency between DWI and MRA in diagnosing ACI. Multiple Logistic regression analysis was conducted to screen for independent risk factors with inconsistent results between DWI and MRA examinations. Empower Stats and statistical software package "R" were used to draw a forest map, construct a risk column-chart prediction model, and evaluate the model. The discriminability and calibration of the risk-prediction model were determined using the receiver operating characteristic (ROC) curve and the Hosmer–Lemeshow goodness-of-fit test. Risk nomogram prediction model accuracy was evaluated using decision curve analysis.
    Results Among the 74 patients diagnosed with ACI clinically, 73 (98.65%) were positive for DWI and 71 (95.95%) were positive for MRA. The difference in apparent diffusion coefficient (ADC) values between the healthy (≤6 h: (1.06±0.24)×10–4 cm2/s; 6–24 h: (1.13±0.26)×10–4 cm2/s; 24–72 h: (1.05±0.17)×10–4 cm2/s) and affected (≤6 h: (0.59±0.11)×10–4 cm2/s; 6–24 h: (0.44±0.10)×10–4 cm2/s; 24–72 h: (0.53±0.09)×10–4 cm2/s) brain tissues of patients were statistically significant (t=10.227, 12.630, 7.646; all P<0.05). Within 24 h after the onset of the disease, the ADC value and rADC (≤6 h: (0.53±0.08); 6–24 h: (0.43±0.05)) in the affected side of the brain initially decreased significantly (t=5.410, 5.569; both P<0.05) and then increased significantly (24–72 h ADC: (0.53±0.09)×10–4 cm2/s, 24–72 h rADC: (0.49±0.06)) (t=2.274, 2.835; both P<0.05). A total of 68 patients had consistent results between DWI and MRA (Group A), whereas 30 had inconsistent ones (Group B). The consistency between DWI and MRA was good (Kappa=0.654, P<0.05). Results of multivariate Logistic regression analysis showed that onset time ≤24 h, posterior circulation, length of infarct lesion <2 cm were independent risk factors for inconsistent results between the DWI and MRA diagnosis of ACI patients (OR=1.119, 1.169, 1.567; all P<0.05). Evaluation results of the risk nomogram prediction model showed that its discrimination, accuracy, and effectiveness were all high, and the area under curve of the training and validation sets were 0.930 (95%CI: 0.899–0.961, P<0.001) and 0.855 (95% CI: 0.812–0.898, P<0.001).
    Conclusions DWI can clearly display the location and degree of ischemia of the lesion, whereas MRA can accurately locate the infarcted blood vessels and their stenosis. The consistency between the two examinations is good, and both can help diagnose and evaluate ACI. The onset time, posterior circulation, and length of infarct lesion are risk factors that affect the consistency of diagnosis between the two.

     

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