Radiomic biomarkers for platinum-refractory head and neck cancer in the era of immunotherapy

被引:0
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作者
Lu, Hsueh-Ju [1 ,2 ]
Shen, Chao-Yu [2 ,3 ]
Chiu, Yu-Wei [4 ,5 ]
Lin, Wea-Lung [2 ,6 ]
Peng, Chih-Yu [4 ,5 ]
Tseng, Hsien-Chun [2 ,7 ]
Hsin, Chung-Han [2 ,8 ]
Chuang, Chun-Yi [2 ,8 ]
Chen, Chun-Chia [2 ,9 ]
Wu, Ming-Fang [1 ,2 ]
Huang, Wei-Shiou [1 ,2 ]
Shen, Wei-Chih [10 ,11 ,12 ]
机构
[1] Chung Shan Med Univ Hosp, Dept Internal Med, Div Hematol & Oncol, Taichung, Taiwan
[2] Chung Shan Med Univ, Coll Med, Taichung, Taiwan
[3] Chung Shan Med Univ Hosp, Dept Med Imaging, Taichung, Taiwan
[4] Chung Shan Med Univ Hosp, Dept Stomatol, Taichung, Taiwan
[5] Chung Shan Med Univ, Coll Oral Med, Taichung, Taiwan
[6] Chung Shan Med Univ & Hosp, Dept Pathol, Taichung, Taiwan
[7] Chung Shan Med Univ Hosp, Dept Radiat Oncol, Taichung, Taiwan
[8] Chung Shan Med Univ Hosp, Dept Otolaryngol, Taichung, Taiwan
[9] Chung Shan Med Univ Hosp, Dept Surg, Div Plast Surg, Taichung, Taiwan
[10] Chung Shan Med Univ, Dept Med Informat, Taichung, Taiwan
[11] Chung Shan Med Univ Hosp, Artificial Intelligence Ctr, Taichung, Taiwan
[12] Chung Shan Med Univ Hosp, Artificial Intelligence Ctr, 110 Sec 1,Jianguo N Rd, Taichung 402, Taiwan
关键词
biomarkers; head and neck squamous cell carcinoma; immune checkpoint therapy; platinum-refractory; radiomic features; SQUAMOUS-CELL CARCINOMA; LOCALLY ADVANCED HEAD; EXTRACELLULAR-MATRIX; INDUCTION CHEMOTHERAPY; FLUOROURACIL; CISPLATIN; RECURRENT; RADIOTHERAPY; PROGRESSION; DOCETAXEL;
D O I
10.1111/odi.14854
中图分类号
R78 [口腔科学];
学科分类号
1003 ;
摘要
ObjectiveImmune checkpoint inhibitors (ICI) are recommended as the first-line therapy for platinum-refractory head and neck squamous cell carcinoma (HNSCC), a disease with a poor prognosis. However, biomarkers in this situation are rare. The objective was to identify radiomic features-associated biomarkers to guide the prognosis and treatment opinions in the era of ICI.MethodsA total of 31 platinum-refractory HNSCC patients were retrospectively enrolled. Of these, 65.5% (20/31) received ICI-based therapy and 35.5% (11/31) did not. Radiomic features of the primary site at the onset of recurrent metastatic (R/M) status were extracted. Prognostic and predictive radiomic biomarkers were analysed.ResultsThe median overall survival from R/M status (R/M OS) was 9.6 months. Grey-level co-occurrence matrix-associated texture features were the most important in identifying the patients with or without 9-month R/M death. A radiomic risk-stratification model was established and equally separated the patients into high-, intermittent- and lower-risk groups (1-year R/M death rate, 100.0% vs. 70.8% vs. 27.1%, p = 0.001). Short-run high grey-level emphasis (SRHGE) was more suitable than programmed death ligand 1 (PD-L1) expression in selecting whether patients received ICI-based therapy.ConclusionsRadiomic features were effective prognostic and predictive biomarkers. Future studies are warranted.
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页数:11
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