Department of Integrative Oncology, Fudan University Shanghai Cancer Center, #270 DongAn Road, Shanghai, 200032, People's Republic of China.
Department of Oncology, Shanghai Medical College, Fudan University, #270 DongAn Road, Shanghai, 200032, People's Republic of China.
Eur Radiol. 2024 Nov;34(11):7539-7551. doi: 10.1007/s00330-023-10325-8. Epub 2023 Nov 14.
To explore whether differences in diffusional kurtosis imaging (DKI) between therapy-naïve high-grade gliomas (HGGs) and low-grade gliomas (LGGs) are related to the cellularity and/or the nuclear-to-cytoplasmic (N/C) ratio.
We analyzed 44 and 40 diffuse glioma samples that were pathologically confirmed as HGGs and IDH1-mutant LGGs, respectively. The DKI parameters included kurtosis metrics (mean kurtosis [MK], axial kurtosis [K], and radial kurtosis [K]), and the diffusional metrics (fractional anisotropy [FA], mean diffusion [MD], axial diffusion [λ], and radial diffusion [λ]). The cellularity and the N/C ratio were compared within LGGs and HGGs using the Mann-Whitney U test (significant level, p < 0.007 [0.05/7]); Bonferroni correction). Spearman's correlation analysis was used to calculate the correlation coefficients among DKI metrics, cellularity, and the N/C ratio at a significant level of p = 0.05.
Excluding FA, all DKI metrics showed significant differences between HGGs and LGGs (all p ≤ 0.001). The N/C ratio of HGGs was significantly higher than that of LGGs; however, differences in cellularity were not significant between the two glioma groups (p = 0.525). Similarly, excluding FA, all DKI metrics were significantly correlated with the N/C ratio in LGGs, with correlation coefficients of - 0.365 (MD), - 0.313 (λ), - 0.376 (λ), 0.859 (MK), 0.772 (K), and 0.842 (K). There was a non-significant correlation between any DKI parameters and the cellularity in LGGs. Additionally, the cellularity and N/C ratios in HGGs did not correlate with any DKI metrics.
DKI differentiate LGGs from HGGs associated with their different N/C ratios.
This study shows that DKI differentiates LGGs from HGGs may correlated with their different N/C ratios, this could provide a possible histopathological mechanism about why DKI can DKI differentiate LGGs from HGGs.
• Excluding FA, all DKI metrics showed a significant difference between high-grade gliomas and IDH1-mutant low-grade gliomas. • The nuclear-to-cytoplasm ratios in high-grade gliomas were significantly more extensive than that in IDH1-mutant low-grade gliomas, but not the cellularity. • Significant associations were seen between DKI measures and the N/C ratio; a non-significant correlation was noted between any DKI metric and cellularity in glioma specimens.
探讨治疗前高级别胶质瘤(HGG)和低级别胶质瘤(LGG)之间弥散峰度成像(DKI)的差异是否与细胞密度和/或核质比(N/C 比)有关。
我们分析了 44 例经病理证实为 HGG 和 40 例 IDH1 突变型 LGG 的弥漫性胶质瘤样本。DKI 参数包括峰度度量(平均峰度[MK]、轴向峰度[K]和径向峰度[K])和弥散度量(各向异性分数[FA]、平均弥散[MD]、轴向弥散[λ]和径向弥散[λ])。使用 Mann-Whitney U 检验(显著水平,p < 0.007[0.05/7];Bonferroni 校正)比较 LGG 和 HGG 内的细胞密度和 N/C 比。使用 Spearman 相关分析在显著水平 p = 0.05 计算 DKI 指标、细胞密度和 N/C 比之间的相关系数。
除 FA 外,所有 DKI 指标在 HGG 和 LGG 之间均有显著差异(均 p≤0.001)。HGG 的 N/C 比值明显高于 LGG;然而,两组胶质瘤之间的细胞密度差异无统计学意义(p=0.525)。同样,除 FA 外,所有 DKI 指标与 LGG 中的 N/C 比均有显著相关性,相关系数分别为-0.365(MD)、-0.313(λ)、-0.376(λ)、0.859(MK)、0.772(K)和 0.842(K)。LGG 中,任何 DKI 参数与细胞密度之间均无显著相关性。此外,HGG 中的细胞密度和 N/C 比值与任何 DKI 参数均无相关性。
DKI 可区分 LGG 和 HGG,与它们的不同 N/C 比值有关。
本研究表明,DKI 可区分 LGG 和 HGG,这可能与它们的不同 N/C 比值有关,这可能为 DKI 为何能区分 LGG 和 HGG 提供一种可能的组织病理学机制。
• 除 FA 外,高级别胶质瘤和 IDH1 突变型低级别胶质瘤之间的所有 DKI 指标均有显著差异。• 高级别胶质瘤的核质比明显大于 IDH1 突变型低级别胶质瘤,但细胞密度无差异。• DKI 指标与 N/C 比之间存在显著相关性;在胶质瘤标本中,任何 DKI 指标与细胞密度之间的相关性均不显著。