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

被引:0
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 ]
机构
[1] Chung Shan Med Univ Hosp, Div Hematol & Oncol, Dept Internal Med, 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, Div Plast Surg, Dept Surg, Taichung, Taiwan
[10] Chung Shan Med Univ, Dept Med Informat, Taichung, Taiwan
[11] Chung Shan Med Univ Hosp, Ctr Artificial Intelligence, 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; INDUCTION CHEMOTHERAPY; EXTRACELLULAR-MATRIX; FLUOROURACIL; CISPLATIN; RECURRENT; RADIOTHERAPY; NIVOLUMAB; 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 9.6months. 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.
引用
收藏
页码:4220 / 4230
页数:11
相关论文
共 40 条
[1]   Postoperative irradiation with or without concomitant chemotherapy for locally advanced head and neck cancer [J].
Bernier, J ;
Domenge, C ;
Ozsahin, M ;
Matuszewska, K ;
Lefèbvre, JL ;
Greiner, RH ;
Giralt, J ;
Maingon, P ;
Rolland, F ;
Bolla, M ;
Cognetti, F ;
Bourhis, J ;
Kirkpatrick, A ;
van Glabbeke, M .
NEW ENGLAND JOURNAL OF MEDICINE, 2004, 350 (19) :1945-1952
[2]   Pembrolizumab alone or with chemotherapy versus cetuximab with chemotherapy for recurrent or metastatic squamous cell carcinoma of the head and neck (KEYNOTE-048): a randomised, open-label, phase 3 study [J].
Burtness, Barbara ;
Harrington, Kevin J. ;
Greil, Richard ;
Soulieres, Denis ;
Tahara, Makoto ;
de Castro, Gilberto, Jr. ;
Psyrri, Amanda ;
Baste, Neus ;
Neupane, Prakash ;
Bratland, Ase ;
Fuereder, Thorsten ;
Hughes, Brett G. M. ;
Mesia, Ricard ;
Ngamphaiboon, Nuttapong ;
Rordorf, Tamara ;
Ishak, Wan Zamaniah Wan ;
Hong, Ruey-Long ;
Mendoza, Rene Gonzalez ;
Roy, Ananya ;
Zhang, Yayan ;
Gumuscu, Burak ;
Cheng, Jonathan D. ;
Jin, Fan ;
Rischin, Danny .
LANCET, 2019, 394 (10212) :1915-1928
[3]   Pembrolizumab versus methotrexate, docetaxel, or cetuximab for recurrent or metastatic head-and-neck squamous cell carcinoma (KEYNOTE-040): a randomised, open-label, phase 3 study [J].
Cohen, Ezra E. W. ;
Soulieres, Denis ;
Le Tourneau, Christophe ;
Dinis, Jose ;
Licitra, Lisa ;
Ahn, Myung-Ju ;
Soria, Ainara ;
Machiels, Jean-Pascal ;
Mach, Nicolas ;
Mehra, Ranee ;
Burtness, Barbara ;
Zhang, Pingye ;
Cheng, Jonathan ;
Swaby, Ramona F. ;
Harrington, Kevin J. .
LANCET, 2019, 393 (10167) :156-167
[4]   Postoperative concurrent radiotherapy and chemotherapy for high-risk squamous-cell carcinoma of the head and neck [J].
Cooper, JS ;
Pajak, TF ;
Forastiere, AA ;
Jacobs, J ;
Campbell, BH ;
Saxman, SB ;
Kish, JA ;
Kim, HE ;
Cmelak, AJ ;
Rotman, M ;
Machtay, M ;
Ensley, JF ;
Chao, KSC ;
Schultz, CJ ;
Lee, N ;
Fu, KK .
NEW ENGLAND JOURNAL OF MEDICINE, 2004, 350 (19) :1937-1944
[5]   Immunotherapy for head and neck cancer: Recent advances and future directions [J].
Cramer, John D. ;
Burtness, Barbara ;
Ferris, Robert L. .
ORAL ONCOLOGY, 2019, 99
[6]   Nivolumab for Recurrent Squamous-Cell Carcinoma of the Head and Neck [J].
Ferris, R. L. ;
Blumenschein, G., Jr. ;
Fayette, J. ;
Guigay, J. ;
Colevas, A. D. ;
Licitra, L. ;
Harrington, K. ;
Kasper, S. ;
Vokes, E. E. ;
Even, C. ;
Worden, F. ;
Saba, N. F. ;
Iglesias Docampo, L. C. ;
Haddad, R. ;
Rordorf, T. ;
Kiyota, N. ;
Tahara, M. ;
Monga, M. ;
Lynch, M. ;
Geese, W. J. ;
Kopit, J. ;
Shaw, J. W. ;
Gillison, M. L. .
NEW ENGLAND JOURNAL OF MEDICINE, 2016, 375 (19) :1856-1867
[7]   Concurrent chemotherapy and radiotherapy for organ preservation in advanced laryngeal cancer [J].
Forastiere, AA ;
Goepfert, H ;
Maor, M ;
Pajak, TF ;
Weber, R ;
Morrison, W ;
Glisson, B ;
Trotti, A ;
Ridge, JA ;
Chao, C ;
Peters, G ;
Lee, DJ ;
Leaf, A ;
Ensley, J ;
Cooper, J .
NEW ENGLAND JOURNAL OF MEDICINE, 2003, 349 (22) :2091-2098
[8]   RANDOMIZED COMPARISON OF CISPLATIN PLUS FLUOROURACIL AND CARBOPLATIN PLUS FLUOROURACIL VERSUS METHOTREXATE IN ADVANCED SQUAMOUS-CELL CARCINOMA OF THE HEAD AND NECK - A SOUTHWEST-ONCOLOGY-GROUP STUDY [J].
FORASTIERE, AA ;
METCH, B ;
SCHULLER, DE ;
ENSLEY, JF ;
HUTCHINS, LF ;
TRIOZZI, P ;
KISH, JA ;
MCCLURE, S ;
VONFELDT, E ;
WILLIAMSON, SK ;
VONHOFF, DD .
JOURNAL OF CLINICAL ONCOLOGY, 1992, 10 (08) :1245-1251
[9]   The extracellular matrix at a glance [J].
Frantz, Christian ;
Stewart, Kathleen M. ;
Weaver, Valerie M. .
JOURNAL OF CELL SCIENCE, 2010, 123 (24) :4195-4200
[10]   Long-term Outcomes with Nivolumab as First-line Treatment in Recurrent or Metastatic Head and Neck Cancer: Subgroup Analysis of CheckMate 141 [J].
Gillison, Maura L. ;
Blumenschein, George ;
Fayette, Jerome ;
Guigay, Joel ;
Colevas, A. Dimitrios ;
Licitra, Lisa ;
Harrington, Kevin J. ;
Kasper, Stefan ;
Vokes, Everett E. ;
Even, Caroline ;
Worden, Francis ;
Saba, Nabil F. ;
Docampo, Lara Carmen Iglesias ;
Haddad, Robert ;
Rordorf, Tamara ;
Kiyota, Naomi ;
Tahara, Makoto ;
Jayaprakash, Vijayvel ;
Wei, Li ;
Ferris, Robert L. .
ONCOLOGIST, 2022, 27 (02) :E194-E198