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Non-Gaussian Analysis of Diffusion Weighted Imaging in Head and Neck at 3T: A Pilot Study in Patients with Nasopharyngeal Carcinoma
被引:69
|作者:
Yuan, Jing
[1
,2
]
Yeung, David Ka Wai
[1
]
Mok, Greta S. P.
[3
]
Bhatia, Kunwar S.
[1
]
Wang, Yi-Xiang J.
[1
]
Ahuja, Anil T.
[1
]
King, Ann D.
[1
]
机构:
[1] Chinese Univ Hong Kong, Dept Imaging & Intervent Radiol, Shatin, Hong Kong, Peoples R China
[2] Chinese Univ Hong Kong, Shenzhen Res Inst, Shenzhen, Guangdong, Peoples R China
[3] Univ Macau, Dept Elect & Comp Engn, Taipa, Macau, Peoples R China
来源:
关键词:
SQUAMOUS-CELL CARCINOMA;
INCOHERENT MOTION MODEL;
MILD COGNITIVE IMPAIRMENT;
ALZHEIMERS-DISEASE;
WATER DIFFUSION;
GRADIENT SENSITIZATION;
TREATMENT RESPONSE;
KURTOSIS;
PERFUSION;
MRI;
D O I:
10.1371/journal.pone.0087024
中图分类号:
O [数理科学和化学];
P [天文学、地球科学];
Q [生物科学];
N [自然科学总论];
学科分类号:
07 ;
0710 ;
09 ;
摘要:
Purpose: To technically investigate the non-Gaussian diffusion of head and neck diffusion weighted imaging (DWI) at 3 Tesla and compare advanced non-Gaussian diffusion models, including diffusion kurtosis imaging (DKI), stretched-exponential model (SEM), intravoxel incoherent motion (IVIM) and statistical model in the patients with nasopharyngeal carcinoma (NPC). Materials and Methods: After ethics approval was granted, 16 patients with NPC were examined using DWI performed at 3T employing an extended b-value range from 0 to 1500 s/mm(2). DWI signals were fitted to the mono-exponential and non-Gaussian diffusion models on primary tumor, metastatic node, spinal cord and muscle. Non-Gaussian parameter maps were generated and compared to apparent diffusion coefficient (ADC) maps in NPC. Results: Diffusion in NPC exhibited non-Gaussian behavior at the extended b-value range. Non-Gaussian models achieved significantly better fitting of DWI signal than the mono-exponential model. Non-Gaussian diffusion coefficients were substantially different from mono-exponential ADC both in magnitude and histogram distribution. Conclusion: Non-Gaussian diffusivity in head and neck tissues and NPC lesions could be assessed by using non-Gaussian diffusion models. Non-Gaussian DWI analysis may reveal additional tissue properties beyond ADC and holds potentials to be used as a complementary tool for NPC characterization.
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