Prognostic Score Predicts Survival in HPV-Negative Head and Neck Squamous Cell Cancer Patients

被引:15
作者
Qian, Xu [1 ,2 ,3 ,4 ,5 ]
Nguyen, Duc T. [6 ]
Dong, Yue [5 ]
Sinikovic, Branko [7 ]
Kaufmann, Andreas M. [3 ,4 ,8 ]
Myers, Jeffrey N. [9 ]
Albers, Andreas E. [2 ,3 ,4 ]
Graviss, Edward A. [6 ]
机构
[1] Zhejiang Canc Hosp, Dept Lab Med, Div Mol Diagnost, 1 East Banshan Rd, Hangzhou 310022, Zhejiang, Peoples R China
[2] Charite Univ Med Berlin, Berlin Inst Hlth, Dept Otorhinolaryngol Head & Neck Surg, Campus Benjamin Franklin, D-12200 Berlin, Germany
[3] Free Univ Berlin, Campus Benjamin Franklin, D-12200 Berlin, Germany
[4] Humboldt Univ, Campus Benjamin Franklin, D-12200 Berlin, Germany
[5] Wenzhou Med Univ, Zhejiang Prov Key Lab Med Genet, Key Lab Lab Med, Minist Educ China, Wenzhou 325035, Peoples R China
[6] Houston Methodist Res Inst, Houston, TX 77030 USA
[7] Klinikum Ernst von Bergmann, Dept Craniomaxillofacial Oral & Plast Surg, D-14467 Potsdam, Germany
[8] Charite Univ Med Berlin, Berlin Inst Hlth, Clin Gynecol, Campus Benjamin Franklin, D-12200 Berlin, Germany
[9] Univ Texas MD Anderson Canc Ctr, Dept Head & Neck Surg, Houston, TX 77030 USA
基金
中国国家自然科学基金;
关键词
head and neck cancer; EAp53; predictive model; survival; next generation sequencing; EVOLUTIONARY ACTION SCORE; HUMAN-PAPILLOMAVIRUS; PERINEURAL INVASION; TP53; MUTATIONS; OLDER PATIENTS; CARCINOMA; PROGRESSION; VALIDATION; VARIANTS; TOXICITY;
D O I
10.7150/ijbs.33329
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Although patients having head and neck squamous cell carcinoma (HNSCC) have high mortality, standardized prognostic tools are unavailable. As such, having a validated simple prognostic scoring system to help predict mortality in these high-risk patients is urgently needed. The current study aimed to develop and internally validate a prognostic scoring system for overall mortality in human papillomavirus (HPV)-independent HNSCC patients. Data on 400 consecutive patients from the Cancer Genome Atlas database with a known HPV-RNA negative status were analyzed. A prognostic model to predict patient overall mortality was developed using the logistic regression beta coefficients and a simple risk score was created. The model was internally validated using bootstrap validation with 2000 replications. Five covariates (age, pT, pN, perineural invasion, and EAp53 score) were used in the development of the mortality risk score in the final model. Three risk groups were stratified based on the prognostic scores: low-risk (<96 points), medium-risk (96-121 points), and high-risk >= 122 points) with a survival of 76%, 62% and 35%, respectively. The proposed model presented good discrimination in both the development (AUC = 0.76; 95% CI 0.70, 0.81) and bootstrap validation (AUC = 0.76; 95% CI 0.70, 0.81) with a non-significant Hosmer-Lemeshow chi-square of 6.17 (p = 0.63). The proposed prognostic scoring system is easy to use to predict patient overall mortality and could also help in the appropriate allocation of medical resources while managing HNSCC patients. External validation (including re-calibration if needed) should be conducted to test the model's generalizability in different populations.
引用
收藏
页码:1336 / 1344
页数:9
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