DKI can distinguish high-grade gliomas from IDH1-mutant low-grade gliomas and correlate with their different nuclear-to-cytoplasm ratio: a localized biopsy-based study
Creators
- 1. Department of Oncology, Shanghai Medical College, Fudan University, #270 DongAn Road, 200032, Shanghai (China)
- 2. Department of Integrative Oncology, Fudan University Shanghai Cancer Center, #270 DongAn Road, 200032, Shanghai (China)
- 3. Department of Medical Oncology, Fudan University Shanghai Cancer Center, Minhang District, #106 Ruili Road, 200240, Shanghai (China)
- 4. Department of Radiology, Huashan Hospital, Fudan University, #12 Mid Urumqi Road, 200040, Shanghai (China)
- 5. Department of Radiology, Ruijin Hospital Luwan Branch, Shanghai Jiao Tong University School of Medicine, #149 South Chongqing Road, 200020, Shanghai (China)
Description
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.
Availability note (English)
Available from: http://dx.doi.org/10.1007/s00330-023-10325-8Additional details
Identifiers
Publishing Information
- Journal Title
- European Radiology (Internet)
- Journal Volume
- 34
- Journal Issue
- 11
- Journal Page Range
- p. 7539-7551
- ISSN
- 1432-1084
- CODEN
- EURAE3
INIS
- Country of Publication
- Germany
- Country of Input or Organization
- Germany
- INIS RN
- 56000387
- Subject category
- S62: RADIOLOGY AND NUCLEAR MEDICINE;
- Descriptors DEI
- ANISOTROPY; BIOPSY; BRAIN; COMPARATIVE EVALUATIONS; CORRELATIONS; CYTOPLASM; DIFFUSION; GENE MUTATIONS; GLIOMAS; IMAGE PROCESSING; METRICS; MUTANTS; NMR IMAGING; RELAXATION TIME; STATISTICS; SURVIVAL CURVES; THERAPY; WEIGHTING FUNCTIONS
- Descriptors DEC
- BODY; CELL CONSTITUENTS; CENTRAL NERVOUS SYSTEM; DIAGNOSTIC TECHNIQUES; DISEASES; EVALUATION; FUNCTIONS; MATHEMATICS; MEDICINE; MUTATIONS; NEOPLASMS; NERVOUS SYSTEM; NERVOUS SYSTEM DISEASES; ORGANS; PROCESSING