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不同分级胶质瘤中动态磁敏感对比灌注加权成像与动脉自旋标记不同后处理方法之间的标准化脑血流量比较

Comparison of normalized cerebral blood flow between different post-processing methods of dynamic susceptibility contrast perfusion-weighted imaging and arterial spin labeling in gliomas with different grading.

作者信息

Wang Chao, Liu Fenghai, Zhang Lei, Song Yancheng, Pan Zhibin, Li Guoce, Bian Hao, Yuan Xiaodong

机构信息

Department of Magnetic Resonance Imaging, Cangzhou Central Hospital, Cangzhou, China.

Department of Radiology, the 8th Medical Center of PLA General Hospital, Beijing, China.

出版信息

Quant Imaging Med Surg. 2024 Dec 5;14(12):8720-8733. doi: 10.21037/qims-24-1076. Epub 2024 Nov 29.

Abstract

BACKGROUND

Two post-processing methods of dynamic susceptibility contrast perfusion-weighted imaging (DSC-PWI), arterial input function (AIF) and gamma-variate fitting (GVF), can both derive cerebral blood flow (CBF). Moreover, AIF can provide T2* and T1 leakage indicators. This study aimed to compare the consistency of normalized CBF between different post-processing methods of DSC-PWI and arterial spin labeling (ASL) in gliomas, and take the quantitative metrics percentage of signal recovery (PSR) as a reference to verify the value of T2* and T1 leakage indicators in characterizing leakage effect and evaluating the grading of gliomas.

METHODS

From 1 January 2020 to 15 December 2023, 56 consecutive inpatients were retrospectively enrolled, comprising 24 patients with low-grade glioma (LGG) and 32 patients with high-grade glioma (HGG). The normalized CBF was derived from AIF, GVF and ASL. The T2* and T1 leakage indicators of AIF were graded by 4-point scale. The consistency and difference of normalized CBF between DSC-PWI and ASL were tested by linear correlation/regression analysis, Bland-Altman plots, and Student's -test. The correlation between the difference of point for both leakage indicators and PSR was tested by Spearman correlation analysis, then inter-group difference of PSR was compared by -test. The intra-group and inter-group differences of point for T2* and T1 leakage indicators were compared by χ/Fisher's exact test.

RESULTS

The normalized CBF derived from AIF and GVF were correlated with ASL in both groups (all r>0.7, all P<0.001), and linear regressions were not significantly different in each group (all P>0.05). The difference of normalized CBF between ASL and AIF in the HGG group was larger than that in the LGG group (P=0.017); however, the difference of normalized CBF between ASL and GVF was not significant (P=0.085). The strong correlation between the difference of point for both leakage indicators and PSR was verified (r=-0.739, P<0.0001), and the HGG group was shown to have higher PSR compared with the LGG group (t=2.043, P=0.04). The comparison of intra-group and inter-group differences in T2* leakage and T1 indicators showed that the HGG group was more prone to T1 leakage than the LGG group (P<0.05), and weight of T1 leakage was greater than that of T2* leakage (χ=11.28, P=0.004).

CONCLUSIONS

The normalized CBF derived from DSC-PWI has good consistency with ASL in gliomas, regardless of post-processing methods. GVF can provide less bias of normalized CBF between HGG and LGG groups. However, T2* and T1 leakage indicators of AIF can be utilized as a surrogate of PSR to characterize both leakage effects and evaluate glioma grading.

摘要

背景

动态磁敏感对比灌注加权成像(DSC-PWI)的两种后处理方法,即动脉输入函数(AIF)和伽马变量拟合(GVF),均可得出脑血流量(CBF)。此外,AIF可提供T2和T1渗漏指标。本研究旨在比较DSC-PWI不同后处理方法与动脉自旋标记(ASL)在胶质瘤中标准化CBF的一致性,并以信号恢复百分比(PSR)这一定量指标为参考,验证T2和T1渗漏指标在表征渗漏效应及评估胶质瘤分级方面的价值。

方法

回顾性纳入2020年1月1日至2023年12月15日连续收治的56例住院患者,其中包括24例低级别胶质瘤(LGG)患者和32例高级别胶质瘤(HGG)患者。标准化CBF由AIF、GVF和ASL得出。AIF的T2和T1渗漏指标采用4分制分级。通过线性相关/回归分析、Bland-Altman图和Student's t检验检测DSC-PWI与ASL之间标准化CBF的一致性和差异。通过Spearman相关分析检测两种渗漏指标的评分差异与PSR之间的相关性,然后通过t检验比较PSR的组间差异。通过χ²/Fisher精确检验比较T2和T1渗漏指标评分的组内和组间差异。

结果

两组中由AIF和GVF得出的标准化CBF均与ASL相关(所有r>0.7,所有P<0.001),且每组的线性回归无显著差异(所有P>0.05)。HGG组中ASL与AIF之间标准化CBF的差异大于LGG组(P=0.017);然而,ASL与GVF之间标准化CBF的差异不显著(P=0.085)。两种渗漏指标的评分差异与PSR之间的强相关性得到验证(r=-0.739,P<0.0001),且HGG组的PSR高于LGG组(t=2.043,P=0.04)。T2渗漏和T1指标的组内和组间差异比较显示,HGG组比LGG组更易发生T1渗漏(P<0.05),且T1渗漏的权重高于T2渗漏(χ²=11.28,P=0.004)。

结论

无论后处理方法如何,DSC-PWI得出的标准化CBF在胶质瘤中与ASL具有良好的一致性。GVF可使HGG组和LGG组之间标准化CBF的偏差更小。然而,AIF的T2*和T1渗漏指标可作为PSR的替代指标,用于表征渗漏效应及评估胶质瘤分级。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b310/11652009/2dc0aa11d01d/qims-14-12-8720-f1.jpg

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