A nomogram involving immune-inflammation index for predicting distant metastasis-free survival of major salivary gland carcinoma following postoperative radiotherapy

被引:4
作者
Yan, Wenbin [1 ,2 ]
Ou, Xiaomin [1 ,2 ]
Shen, Chunying [1 ,2 ]
Hu, Chaosu [1 ,2 ]
机构
[1] Fudan Univ, Dept Radiat Oncol, Shanghai Canc Ctr, 270 Dong An Rd, Shanghai 200032, Peoples R China
[2] Shanghai Med Coll, Dept Oncol, Shanghai, Peoples R China
来源
CANCER MEDICINE | 2023年 / 12卷 / 03期
关键词
distant metastasis; nomogram; postoperative radiotherapy; salivary gland carcinoma; PROGNOSTIC-FACTORS; LYMPHOCYTE RATIO; CANCER; OUTCOMES; MANAGEMENT; SURGERY;
D O I
10.1002/cam4.5167
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Postoperative radiotherapy (PORT) is beneficial in the improvement of local-regional control and overall survival (OS) for major salivary gland carcinomas (SGCs), and distant metastasis remained the main failure pattern. This study was designed to develop a nomogram model involving immune-inflammation index to predict distant metastasis-free survival (DMFS) of major SGCs. Patients and Methods A total of 418 patients with major SGCs following PORT were randomly divided into a training (n = 334) and validation set (n = 84). The pre-radiotherapy neutrophil-to-lymphocyte ratio (NLR), and platelet-to-lymphocyte ratio (PLR) were calculated and transformed as continuous variables for every patient. Associations between DMFS and variables were performed by univariate and multivariable analysis using Log-rank and Cox regression methods. A nomogram was constructed based on the prognostic factors identified by the Cox hazards model. The decision curve analysis (DCA) was conducted with the training and validation set. Results The estimated 3-, 5-, and 10-year DMFS were 79.4%, 71.8%, and 59.1%, respectively. The multivariate analysis revealed that age (p = 0.033), advanced T stage (p = 0.003), positive N stage (p < 0.001), high-risk pathology (p = 0.011), and high PLR (p = 0.001) were significantly associated with worse DMFS. The nomogram showed good calibration and discrimination in the training (AUC = 80.9) and validation set (AUC = 87.9). Furthermore, the DCA demonstrated favorable applicability, and a significant difference (p < 0.001) was observed for the DMFS between the subgroups based on the nomogram points. Conclusion The nomogram incorporating clinicopathological features and PLR presented accurate individual prediction for DMFS of the patients with major SGCs following PORT. Further external validation of the model is warranted for clinical utility.
引用
收藏
页码:2772 / 2781
页数:10
相关论文
共 38 条
[1]   Long-term Outcomes and Quality of Life of 186 Patients With Primary Parotid Carcinoma Treated With Surgery and Radiotherapy at the Daniel den Hoed Cancer Center [J].
Al-Mamgani, Abrahim ;
van Rooij, Peter ;
Verduijn, Gerda M. ;
Meeuwis, Cees A. ;
Levendag, Peter C. .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2012, 84 (01) :189-195
[2]   Development of a Novel Salivary Gland Cancer Lymph Node Staging System [J].
Aro, Katri ;
Ho, Allen S. ;
Luu, Michael ;
Kim, Sungjin ;
Tighiouart, Mourad ;
Mallen-St Clair, Jon ;
Yoshida, Emi J. ;
Shiao, Stephen L. ;
Leivo, Ilmo ;
Zumsteg, Zachary S. .
CANCER, 2018, 124 (15) :3171-3180
[3]   Nomograms in oncology: more than meets the eye [J].
Balachandran, Vinod P. ;
Gonen, Mithat ;
Smith, J. Joshua ;
DeMatteo, Ronald P. .
LANCET ONCOLOGY, 2015, 16 (04) :E173-E180
[4]   The prognostic and predictive impact of inflammatory biomarkers in patients who have advanced-stage cancer treated with immunotherapy [J].
Bilen, Mehmet A. ;
Martini, Dylan J. ;
Liu, Yuan ;
Lewis, Colleen ;
Collins, Hannah H. ;
Shabto, Julie M. ;
Akce, Mehmet ;
Kissick, Haydn T. ;
Carthon, Bradley C. ;
Shaib, Walid L. ;
Alese, Olatunji B. ;
Pillai, Rathi N. ;
Steuer, Conor E. ;
Wu, Christina S. ;
Lawson, David H. ;
Kudchadkar, Ragini R. ;
El-Rayes, Bassel F. ;
Master, Viraj A. ;
Ramalingam, Suresh S. ;
Owonikoko, Taofeek K. ;
Harvey, R. Donald .
CANCER, 2019, 125 (01) :127-134
[5]   Statistics Notes: Bootstrap resampling methods [J].
Bland, J. Martin ;
Altman, Douglas G. .
BMJ-BRITISH MEDICAL JOURNAL, 2015, 350
[6]   Adjuvant therapy in major salivary gland cancers: Analysis of 8580 patients in the National Cancer Database [J].
Cheraghlou, Shayan ;
Kuo, Phoebe ;
Mehra, Saral ;
Agogo, George O. ;
Bhatia, Aarti ;
Husain, Zain A. ;
Yarbrough, Wendell G. ;
Burtness, Barbara A. ;
Judson, Benjamin L. .
HEAD AND NECK-JOURNAL FOR THE SCIENCES AND SPECIALTIES OF THE HEAD AND NECK, 2018, 40 (07) :1343-1355
[7]   Complementary role of the Memorial Sloan Kettering Cancer Center nomogram to the American Joint Committee on Cancer system for the prediction of relapse of major salivary gland carcinoma after surgery [J].
Chou, Wen-Chi ;
Chang, Kai-Ping ;
Lu, Chang-Hsien ;
Chen, Miao-Fen ;
Cheng, Yu-Fan ;
Yeh, Kun-Yun ;
Wang, Cheng-Hsu ;
Lin, Yung-Chang ;
Yeh, Ta-Sen .
HEAD AND NECK-JOURNAL FOR THE SCIENCES AND SPECIALTIES OF THE HEAD AND NECK, 2017, 39 (05) :860-867
[8]  
Collins GS, 2015, ANN INTERN MED, V162, P55, DOI [10.7326/M14-0697, 10.1136/bmj.g7594, 10.1016/j.jclinepi.2014.11.010, 10.1038/bjc.2014.639, 10.1002/bjs.9736, 10.1016/j.eururo.2014.11.025, 10.1186/s12916-014-0241-z, 10.7326/M14-0698]
[9]   Management of Salivary Gland Malignancy: ASCO Guideline [J].
Geiger, Jessica L. ;
Ismaila, Nofisat ;
Beadle, Beth ;
Caudell, Jimmy J. ;
Chau, Nicole ;
Deschler, Daniel ;
Glastonbury, Christine ;
Kaufman, Marnie ;
Lamarre, Eric ;
Lau, Harold Y. ;
Licitra, Lisa ;
Moore, Michael G. ;
Rodriguez, Cristina ;
Roshal, Anna ;
Seethala, Raja ;
Swiecicki, Paul ;
Ha, Patrick .
JOURNAL OF CLINICAL ONCOLOGY, 2021, 39 (17) :1909-+
[10]   Salivary gland carcinoma (SGC) with perineural spread and/or positive resection margin - high locoregional control rates after photon (chemo) radiotherapy - experience from a monocentric analysis [J].
Haderlein, Marlen ;
Scherl, Claudia ;
Semrau, Sabine ;
Lettmaier, Sebastian ;
Hecht, Markus ;
Putz, Florian ;
Iro, Heinrich ;
Agaimy, Abbas ;
Fietkau, Rainer .
RADIATION ONCOLOGY, 2019, 14 (1)