Intravoxel incoherent motion diffusion-weighted MRI during chemoradiation therapy to characterize and monitor treatment response in human papillomavirus head and neck squamous cell carcinoma

被引:51
作者
Paudyal, Ramesh [1 ]
Oh, Jung Hun [1 ]
Riaz, Nadeem [2 ]
Venigalla, Praveen [2 ]
Li, Jingao [2 ,3 ]
Hatzoglou, Vaios [4 ]
Leeman, Jonathan [2 ]
Nunez, David Aramburu [1 ]
Lu, Yonggang [5 ]
Deasy, Joseph O. [1 ]
Lee, Nancy [2 ]
Shukla-Dave, Amita [1 ,4 ]
机构
[1] Mem Sloan Kettering Canc Ctr, Dept Med Phys, New York, NY 10021 USA
[2] Mem Sloan Kettering Canc Ctr, Radiat Oncol, 1275 York Ave, New York, NY 10021 USA
[3] Jiangxi Canc Hosp, Dept Radiat Oncol, Nanchang, Jiangxi, Peoples R China
[4] Mem Sloan Kettering Canc Ctr, Dept Radiol, 1275 York Ave, New York, NY 10021 USA
[5] Washington Univ, Dept Radiat Oncol, St Louis, MO USA
关键词
human papillomavirus; head and neck squamous cell carcinoma; multi b-value diffusion-weighted MRI; intravoxel incoherent motion; BREAST-CANCER; OROPHARYNGEAL CANCER; TUMORS; METASTASIS; PREDICTION; HPV; CHEMORADIOTHERAPY; COEFFICIENT; REPAIR;
D O I
10.1002/jmri.25523
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
PurposeCharacterize and monitor treatment response in human papillomavirus (HPV) head and neck squamous cell carcinoma (HNSCC) using intra-treatment (intra-TX) imaging metrics derived from intravoxel incoherent motion (IVIM) diffusion-weighted magnetic resonance imaging (DW-MRI). Materials and MethodsThirty-four (30 HPV positive [+] and 4 HPV negative [-]) HNSCC patients underwent a total of 136 MRI including multi-b value DW-MRI (pretreatment [pre-TX] and intra-TX weeks 1, 2, and 3) at 3.0 Tesla. All patients were treated with chemo-radiation therapy. Monoexponential (yielding apparent diffusion coefficient [ADC]) and bi-exponential (yielding perfusion fraction [f], diffusion [D], and pseudo-diffusion [D*] coefficients) fits were performed on a region of interest and voxel-by-voxel basis, on metastatic neck nodes. Response was assessed using RECISTv1.1. The relative percentage change in D, f, and D* between the pre- and intra-TX weeks were used for hierarchical clustering. A Wilcoxon rank-sum test was performed to assess the difference in metrics within and between the complete response (CR) and non-CR groups. ResultsThe delta () change in volume (V)(1wk-0wk) for the CR group differed significantly (P=0.016) from the non-CR group, while not for V2wk-0wk and V3wk-0wk (P>0.05). The mean increase in D3wk-0wk for the CR group was significantly higher (P=0.017) than the non-CR group. ADC and D showed an increasing trend at each intra-TX week when compared with pre-TX in CR group (P<0.003). Hierarchical clustering demonstrated the existence of clusters in HPV+patients. ConclusionAfter appropriate validation in a larger population, these IVIM imaging metrics may be useful for individualized treatment in HNSCC patients.
引用
收藏
页码:1013 / 1023
页数:11
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