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Radiomics and PD-L1 expression predict immunotherapy benefits in patients with head and neck squamous cell carcinoma

Authors
 Sim, Yongsik  ;  Sohn, Beomseok  ;  Kim, Sooyon  ;  Kim, Hye Ryun  ;  Hong, Min Hee  ;  Kim, Jinna  ;  Lee, Seung-Koo  ;  Lim, Sun Min 
Citation
 FUTURE ONCOLOGY, Vol.20(36) : 2869-2878, 2024-11 
Journal Title
FUTURE ONCOLOGY
ISSN
 1479-6694 
Issue Date
2024-11
Keywords
immunotherapy ; magnetic resonance imaging ; nivolumab ; radiomics ; squamous cell carcinoma of head and neck ; survival analysis
Abstract
Aim: To evaluate the performance of MRI-derived radiomic risk score (RRS) and PD-L1 expression to predict overall survival (OS) and progression-free survival (PFS) of patients with recurrent head and neck squamous cell carcinoma receiving nivolumab therapy. Materials & methods: Three hundred forty radiomic features from pretreatment MRI were used to construct the RRS. The integrated area under the receiver operating characteristic curve (iAUC) was calculated to evaluate the performance of the RRS and PD-L1. Results: The RRS showed iAUCs of 0.69 and 0.57 for OS and PFS, respectively. PD-L1 expression showed iAUCs of 0.61 and 0.62 for OS and PFS, respectively. Conclusion: RRS and PD-L1 potentially predict the OS and PFS of patients with recurrent head and neck squamous cell carcinoma receiving nivolumab therapy.
DOI
10.1080/14796694.2024.2342226
Appears in Collections:
1. College of Medicine (의과대학) > Dept. of Radiology (영상의학교실) > 1. Journal Papers
1. College of Medicine (의과대학) > Dept. of Internal Medicine (내과학교실) > 1. Journal Papers
Yonsei Authors
Kim, Jinna(김진아) ORCID logo https://orcid.org/0000-0002-9978-4356
Kim, Hye Ryun(김혜련) ORCID logo https://orcid.org/0000-0002-1842-9070
Sim, Yongsik(심용식) ORCID logo https://orcid.org/0000-0003-2711-2793
Lee, Seung Koo(이승구) ORCID logo https://orcid.org/0000-0001-5646-4072
Lim, Sun Min(임선민)
Hong, Min Hee(홍민희) ORCID logo https://orcid.org/0000-0003-3490-2195
URI
https://ir.ymlib.yonsei.ac.kr/handle/22282913/204336
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