Early Stage Markers of Late Delayed Neurocognitive Decline Using Diffusion Kurtosis Imaging of Temporal Lobe in Nasopharyngeal Carcinoma Patients
被引:16
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作者:
Wu, Gang
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Hainan Med Univ, Hainan Gen Hosp, Hainan Affiliated Hosp, Dept Radiat Oncol, Haikou, Hainan, Peoples R ChinaHainan Med Univ, Hainan Gen Hosp, Hainan Affiliated Hosp, Dept Radiat Oncol, Haikou, Hainan, Peoples R China
Wu, Gang
[1
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Luo, Shi-shi
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Hainan Med Univ, Hainan Gen Hosp, Hainan Affiliated Hosp, Dept Radiol, Haikou, Hainan, Peoples R ChinaHainan Med Univ, Hainan Gen Hosp, Hainan Affiliated Hosp, Dept Radiat Oncol, Haikou, Hainan, Peoples R China
Luo, Shi-shi
[2
]
Balasubramanian, Priya S.
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机构:
Cornell Univ, Dept Elect & Comp Engn, Ithaca, NY USAHainan Med Univ, Hainan Gen Hosp, Hainan Affiliated Hosp, Dept Radiat Oncol, Haikou, Hainan, Peoples R China
Balasubramanian, Priya S.
[3
]
Dai, Gan-mian
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Hainan Med Univ, Hainan Gen Hosp, Hainan Affiliated Hosp, Dept Radiol, Haikou, Hainan, Peoples R ChinaHainan Med Univ, Hainan Gen Hosp, Hainan Affiliated Hosp, Dept Radiat Oncol, Haikou, Hainan, Peoples R China
Dai, Gan-mian
[2
]
Li, Rui-rui
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Hainan Med Univ, Hainan Gen Hosp, Hainan Affiliated Hosp, Dept Radiol, Haikou, Hainan, Peoples R ChinaHainan Med Univ, Hainan Gen Hosp, Hainan Affiliated Hosp, Dept Radiat Oncol, Haikou, Hainan, Peoples R China
Li, Rui-rui
[2
]
Huang, Wei-yuan
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机构:
Hainan Med Univ, Hainan Gen Hosp, Hainan Affiliated Hosp, Dept Radiol, Haikou, Hainan, Peoples R China
Weill Cornell Med Coll, Dept Radiol, New York, NY USAHainan Med Univ, Hainan Gen Hosp, Hainan Affiliated Hosp, Dept Radiat Oncol, Haikou, Hainan, Peoples R China
Huang, Wei-yuan
[2
,4
]
Chen, Feng
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Hainan Med Univ, Hainan Gen Hosp, Hainan Affiliated Hosp, Dept Radiol, Haikou, Hainan, Peoples R ChinaHainan Med Univ, Hainan Gen Hosp, Hainan Affiliated Hosp, Dept Radiat Oncol, Haikou, Hainan, Peoples R China
Chen, Feng
[2
]
机构:
[1] Hainan Med Univ, Hainan Gen Hosp, Hainan Affiliated Hosp, Dept Radiat Oncol, Haikou, Hainan, Peoples R China
[2] Hainan Med Univ, Hainan Gen Hosp, Hainan Affiliated Hosp, Dept Radiol, Haikou, Hainan, Peoples R China
[3] Cornell Univ, Dept Elect & Comp Engn, Ithaca, NY USA
[4] Weill Cornell Med Coll, Dept Radiol, New York, NY USA
Purpose: To determine whether the early assessment of temporal lobe microstructural changes using diffusion kurtosis imaging (DKI) can predict late delayed neurocognitive decline after radiotherapy in nasopharyngeal carcinoma (NPC) patients. Methods and Materials: Fifty-four NPC patients undergoing intensity-modulated radiotherapy (IMRT) participated in a prospective DKI magnetic resonance (MR) imaging study. MR imaging was acquired prior to IMRT (-0), 1 month (-1), and 3 (-3) months after IMRT. Kurtosis (Kmean, Kax, Krad) and Diffusivity (Dmean, Dax, Drad) variables in the temporal lobe gray and white matter were computed. Neurocognitive function tests (MoCA) were administered pre-radiotherapy and at 2 years post-IMRT follow-up. All the patients were divided into neurocognitive function decline (NFD group) and neurocognitive function non-decline groups (NFND group) according to whether the MoCA score declined >= 3 2 years after IMRT. All the DKI metrics were compared between the two groups, and the best imaging marker was chosen for predicting a late delayed neurocognitive decline. Results: Kurtosis (Kmean-1, Kmean-3, Kax-1, Kax-3, Krad-1, and Krad-3) and Diffusivity (Dmean-1 and Dmean-3) of white matter were significantly different between the two groups (p<0.05). Axial Kurtosis (Kax-1, Kax-3) of gray matter was significantly different between the two groups (p<0.05). By receiver operating characteristic (ROC) curves, Kmean-1 of white matter performed best in predicting of MoCA scores delayed decline (p<0.05). The radiation dose was also significantly different between NFD and NFND group (p=0.031). Conclusions: Temporal lobe white matter is more vulnerable to microstructural changes and injury following IMRT in NPC. Metrics derived from DKI should be considered as imaging markers for predicting a late delayed neurocognitive decline. Both temporal lobe white and gray matter show microstructural changes detectable by DKI. The Kmean early after radiotherapy has the best prediction performance.
机构:
Nanjing Med Univ, Dept Radiol, Nanjing Hosp 1, Nanjing 200016, Jiangsu, Peoples R ChinaNanjing Med Univ, Dept Radiol, Nanjing Hosp 1, Nanjing 200016, Jiangsu, Peoples R China
Lu Liyan
Wang Si
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机构:
Shanghai Jiao Tong Univ, Sch Biomed Engn, Med X Res Inst, Shanghai 200030, Peoples R ChinaNanjing Med Univ, Dept Radiol, Nanjing Hosp 1, Nanjing 200016, Jiangsu, Peoples R China
Wang Si
Wang Qian
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机构:
Shanghai Jiao Tong Univ, Dept Radiat Oncol, Affiliated Peoples Hosp 6, Shanghai 200233, Peoples R ChinaNanjing Med Univ, Dept Radiol, Nanjing Hosp 1, Nanjing 200016, Jiangsu, Peoples R China
Wang Qian
Shao Yuhui
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机构:
Shanghai Jiao Tong Univ, Dept Radiat Oncol, Affiliated Peoples Hosp 6, Shanghai 200233, Peoples R ChinaNanjing Med Univ, Dept Radiol, Nanjing Hosp 1, Nanjing 200016, Jiangsu, Peoples R China
Shao Yuhui
Wei Xiaoer
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机构:
Shanghai Jiao Tong Univ, Dept Radiol, Affiliated Peoples Hosp 6, 600 Yi Shan Rd, Shanghai 200233, Peoples R ChinaNanjing Med Univ, Dept Radiol, Nanjing Hosp 1, Nanjing 200016, Jiangsu, Peoples R China
Wei Xiaoer
Li Yuehua
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Shanghai Jiao Tong Univ, Dept Radiol, Affiliated Peoples Hosp 6, 600 Yi Shan Rd, Shanghai 200233, Peoples R ChinaNanjing Med Univ, Dept Radiol, Nanjing Hosp 1, Nanjing 200016, Jiangsu, Peoples R China
Li Yuehua
Li Wenbin
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Shanghai Jiao Tong Univ, Dept Radiol, Affiliated Peoples Hosp 6, 600 Yi Shan Rd, Shanghai 200233, Peoples R ChinaNanjing Med Univ, Dept Radiol, Nanjing Hosp 1, Nanjing 200016, Jiangsu, Peoples R China
机构:
Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Med Imaging, State Key Lab Oncol South China,Canc Ctr,Guangdon, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Med Imaging, State Key Lab Oncol South China,Canc Ctr,Guangdon, Guangzhou, Guangdong, Peoples R China
Yang, Yadi
Lin, Xiaoshan
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机构:
Guangzhou Med Univ, Dept Radiol, Affiliated Hosp 3, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Med Imaging, State Key Lab Oncol South China,Canc Ctr,Guangdon, Guangzhou, Guangdong, Peoples R China
Lin, Xiaoshan
Li, Jing
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Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Med Imaging, State Key Lab Oncol South China,Canc Ctr,Guangdon, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Med Imaging, State Key Lab Oncol South China,Canc Ctr,Guangdon, Guangzhou, Guangdong, Peoples R China
Li, Jing
Han, Lujun
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Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Med Imaging, State Key Lab Oncol South China,Canc Ctr,Guangdon, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Med Imaging, State Key Lab Oncol South China,Canc Ctr,Guangdon, Guangzhou, Guangdong, Peoples R China
Han, Lujun
Li, Zhipeng
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Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Med Imaging, State Key Lab Oncol South China,Canc Ctr,Guangdon, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Med Imaging, State Key Lab Oncol South China,Canc Ctr,Guangdon, Guangzhou, Guangdong, Peoples R China
Li, Zhipeng
Liu, Shiliang
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Sun Yat Sen Univ, Canc Ctr, State Key Lab Oncol South China, Collaborat Innovat Ctr Canc Med,Guangdong Key Lab, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Med Imaging, State Key Lab Oncol South China,Canc Ctr,Guangdon, Guangzhou, Guangdong, Peoples R China
Liu, Shiliang
Hou, Gangqiang
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机构:
Shenzhen Kangning Hosp, Shenzhen Mental Hlth Ctr, Shenzhen, Peoples R ChinaSun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Med Imaging, State Key Lab Oncol South China,Canc Ctr,Guangdon, Guangzhou, Guangdong, Peoples R China
Hou, Gangqiang
Xie, Chuanmiao
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Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Med Imaging, State Key Lab Oncol South China,Canc Ctr,Guangdon, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Med Imaging, State Key Lab Oncol South China,Canc Ctr,Guangdon, Guangzhou, Guangdong, Peoples R China
Xie, Chuanmiao
Lv, Xiaofei
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Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Med Imaging, State Key Lab Oncol South China,Canc Ctr,Guangdon, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Med Imaging, State Key Lab Oncol South China,Canc Ctr,Guangdon, Guangzhou, Guangdong, Peoples R China
Lv, Xiaofei
Qiu, Yingwei
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Guangzhou Med Univ, Dept Radiol, Affiliated Hosp 3, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Med Imaging, State Key Lab Oncol South China,Canc Ctr,Guangdon, Guangzhou, Guangdong, Peoples R China