Volume 20 Issue 3
Mar.  2022
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CHEN Zi-hong, ZHONG Qiang, GAO Jian-quan, WEI Cui. Construction of survival and prognosis nomogram for elderly nasopharyngeal carcinoma (≥ 60 years) based on SEER Database[J]. Chinese Journal of General Practice, 2022, 20(3): 487-492. doi: 10.16766/j.cnki.issn.1674-4152.002384
Citation: CHEN Zi-hong, ZHONG Qiang, GAO Jian-quan, WEI Cui. Construction of survival and prognosis nomogram for elderly nasopharyngeal carcinoma (≥ 60 years) based on SEER Database[J]. Chinese Journal of General Practice, 2022, 20(3): 487-492. doi: 10.16766/j.cnki.issn.1674-4152.002384

Construction of survival and prognosis nomogram for elderly nasopharyngeal carcinoma (≥ 60 years) based on SEER Database

doi: 10.16766/j.cnki.issn.1674-4152.002384
Funds:

 Z20190380

 201902169

  • Received Date: 2021-04-03
    Available Online: 2022-08-13
  •   Objective  To establish a nomogram to predict the overall survival (OS) rate of elderly patients with nasopharyngeal carcinoma (≥ 60 years) by utilising the database of the Surveillance, Epidemiology and End Results (SEER) program.  Methods  The data of 1 366 elderly patients with nasopharyngeal carcinoma who were diagnosed between 2004 and 2015 from the SEER database were obtained. These patients were randomly divided into training (n=954) and validation (n=412) cohorts. The Cox Proportional hazards regression model was performed to evaluate the prognostic effects of multiple clinicopathologic factors on OS. Significant prognostic factors were combined to build a nomogram. The predictive performance of the nomogram was evaluated via internal (training cohort data) and external validation (validation cohort data) by calculating the index of concordance (C-index) and plotting calibration curves.  Results  In the training cohort, the results of Cox proportional hazards regression model showed that age at diagnosis, married status, race, grade, histologic type, TNM stage, radiation and chemotherapy were significantly associated with the survival prognosis (P < 0.05). These factors were used to establish the nomogram. The nomogram showed good accuracy in predicting OS rate, with a C-index of 0.732 (95% CI: 0.708-0.756) in internal validation and a C-index of 0.762(95% CI was 0.729-0.795) in external validation. All calibration curves showed excellent consistency between prediction by nomogram and actual observation.  Conclusion  A novel nomogram for elderly patients with nasopharyngeal carcinoma is established to predict OS in our study and shows good prognostic significance. It can provide medical personnel with accurate and practical predictive tools which can quickly and accurately assess the survival prognosis of patients individually and guide medical personnel in the follow-up treatment of patients.

     

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  • [1]
    梁锌, 杨剑, 高婷, 等. 中国鼻咽癌流行概况[J]. 中国肿瘤, 2016, 25(11): 835-840. doi: 10.11735/j.issn.1004-0242.2016.11.A001

    LIANG Z, YANG J, GAO T, et al. Nasopharynx Cancer Epidemiology in China[J]. China Cancer, 2016, 25(11): 835-840. doi: 10.11735/j.issn.1004-0242.2016.11.A001
    [2]
    中国抗癌协会, 中国抗癌协会肿瘤营养与支持治疗专业委员会, 中国抗癌协会癌症康复与姑息治疗专业委员会, 等. 鼻咽癌营养治疗专家共识[J]. 肿瘤代谢与营养电子杂志, 2018, 5(1): 30-32. https://www.cnki.com.cn/Article/CJFDTOTAL-ZLDX201801008.htm

    CHINESE ANTI-CANCER ASSOCIATION, CHINESE SOCIETY FOR ONCOLOGICAL NUTRITION AND STUPPORTIVE CARE, THE COMITTEE OF REHABILITATION AND PLLIATIVE CARE, et al. Expert consensus on nutritional therapy for patients with nasopharyngeal carcer[J]. Electron J Metab Nutr Cancer, 2018, 5(1): 30-32. https://www.cnki.com.cn/Article/CJFDTOTAL-ZLDX201801008.htm
    [3]
    BRUGEL L, LAURENT M, CAILLET P, et al. Impact of comprehensive geriatric assessment on survival, function, and nutritional status in elderly patients with head and neck cancer: Protocol for a multicentre randomised controlled trial(EGeSOR)[J]. BMC Cancer, 2014, 14: 427. doi: 10.1186/1471-2407-14-427
    [4]
    曾奇, 郭翔, 李宁炜, 等. 313例老年鼻咽癌患者临床特征及预后的回顾性研究[J]. 癌症, 2008(3): 289-294. doi: 10.3321/j.issn:1000-467X.2008.03.012

    ZENG Q, GUO X, LI N W, et al. Clinical characteristics and prognosis of aged nasopharyngeal carcinoma patients: A report of 313 cases[J]. Chinese Journal of Cancer, 2008(3): 289-294. doi: 10.3321/j.issn:1000-467X.2008.03.012
    [5]
    张银. 135例鼻咽癌患者根治性放疗疗效及预后因素分析[D]. 长春: 吉林大学, 2018.

    ZHANG Y. Analysis of responses and prognostic factors in radical radiotherapy for 135 patients with nasopharyngeal carcinoma[D]. Changchun: Jilin University, 2018.
    [6]
    陆颖. 基于调强放射治疗的鼻咽癌生存预后因素分析[D]. 南宁: 广西医科大学, 2018.

    LU Y. Discuss on survival and prognosis factors of nasopharyngeal carcinoma based on intensity-modulated radiation therapy[D]. Nanning: Guangxi Medical University, 2018.
    [7]
    左倩倩, 张彦兵, 马婕群, 等. 胃神经内分泌瘤患者预后Nomogram预测模型的构建[J]. 中国肿瘤生物治疗杂志, 2019, 26(5): 569-576. https://www.cnki.com.cn/Article/CJFDTOTAL-ZLSW201905014.htm

    ZUO Q Q, ZHANG Y B, MA J Q, et al. Construction of Nomogram prediction model for prognosis of gastric neuroendocrine neoplasms[J]. Chin J Cancer Biother, 2019, 26(5): 569-576. https://www.cnki.com.cn/Article/CJFDTOTAL-ZLSW201905014.htm
    [8]
    王亚巍. 老年结直肠癌患者(≥60岁)术后肿瘤相关死亡预测模型的构建与临床应用研究[D]. 扬州: 扬州大学, 2019.

    WANG Y W. Construction and application of tumor-related death prediction model in elderly patients with colorectal cancer (≥60 years old) after surgery[D]. Yangzhou: Yangzhou University, 2019.
    [9]
    田景媛, 李孔玲, 陈罗军, 等. 胰腺导管腺癌术后患者Nomogram预后模型的构建[J]. 现代肿瘤医学, 2019, 27(9): 1571-1575. doi: 10.3969/j.issn.1672-4992.2019.09.025

    TIAN J Y, LI K L, CHEN L J, et al. The establishment of a prognostic Nomogram for resected pancreatic ductal adenocarcinoma[J]. Modern Oncology, 2019, 27(9): 1571-1575. doi: 10.3969/j.issn.1672-4992.2019.09.025
    [10]
    SONG W, LV C G, MIAO D L, et al. Development and validation of a nomogram for predicting survival in patients with gastrointestinal stromal tumours[J]. Eur J Surg Oncol, 2018, 44(10): 1657-1665. doi: 10.1016/j.ejso.2018.07.004
    [11]
    章鸣嬛, 陈瑛, 汪城, 等. 美国国立癌症研究所SEER数据库概述及应用[J]. 微型电脑应用, 2015, 31(12): 26-28, 32. doi: 10.3969/j.issn.1007-757X.2015.12.010

    HANG M H, CHEN Y, WANG C, et al. Application and Summary of SEER of American National Cancer Institute[J]. Microcomputer Applications, 2015, 31(12): 26-28, 32. doi: 10.3969/j.issn.1007-757X.2015.12.010
    [12]
    XU C, LIU X, CHEN Y P, et al. Impact of marital status at diagnosis on survival and its change over time between 1973 and 2012 in patients with nasopharyngeal carcinoma: A propensity score-matched analysis[J]. Cancer Med, 2017, 6(12): 3040-3051. doi: 10.1002/cam4.1232
    [13]
    蒋艳明. 鼻咽癌预后模型的建立及验证[D]. 南宁: 广西医科大学, 2018.

    JIANG Y M. Establishment and verification of prognosis model for nasopharyngeal cercinoma[J]. Nanning: Guangxi Medical University, 2018.
    [14]
    TANG L Q, LI C F, LI J, et al. Establishment and validation of prognostic nomograms for endemic nasopharyngeal carcinoma[J]. J Natl Cancer Inst, 2015, 108(1): djv291. DOI: 10.1093/jnci/djv291.
    [15]
    ZENG L, GUO P, LI J G, et al. Prognostic score models for survival of naso-pharyngeal carcinoma patients treated with intensity-modulated radiotherapy and chemotherapy[J]. Oncotarget, 2015, 6(36): 39373-39383. doi: 10.18632/oncotarget.5781
    [16]
    YEH C N, WANG S Y, CHEN Y Y, et al. A prognostic nomogram for overall survival of patients after hepatectomy for intrahepatic cholangiocarcinoma[J]. Anticancer Res, 2016, 36(8): 4249-4258.
    [17]
    刘鹏弟, 张亚飞, 陆宏伟, 等. 利用SEER数据库进行胃腺癌患者生存预后Nomogram图的构建[J]. 中国普外基础与临床杂志, 2018, 25(10): 1183-1189. https://www.cnki.com.cn/Article/CJFDTOTAL-ZPWL201810007.htm

    LIU P D, ZHANG Y F, LU H W, et al. Prognostic nomogram for gastric adenocarcinoma: A SEER database-based study[J]. Chinese Journal of Bases and Clinics in General Surgery, 2018, 25(10): 1183-1189. https://www.cnki.com.cn/Article/CJFDTOTAL-ZPWL201810007.htm
    [18]
    EIL R, DIGGS B S, WANG S J, et al. Nomogram for predicting the benefit of neoadjuvant chemoradiotherapy for patients with esophageal cancer: A SEER-Medicare analysis[J]. Cancer, 2014, 120(4): 492-498. doi: 10.1002/cncr.28447
    [19]
    SHEN W, SAKAMOTO N, YANG L. Model to predict cause-specific mortality in patients with head and neck adenoid cystic carcinoma: A competing risk analysis[J]. Ann Surg Oncol, 2017, 24(8): 2129-2136. doi: 10.1245/s10434-017-5861-z
    [20]
    SONG K, SHI X, WANG H, et al. Can a Nomogram help to predict the overall and cancer-specific survival of patients with chondrosarcoma?[J]. Clin Orthop Relat Res, 2018, 476(5): 987-996. doi: 10.1007/s11999.0000000000000152
    [21]
    FANG C, WANG W, FENG X, et al. Nomogram individually predicts the overall survival of patients with gastroenteropancreatic neuroendocrine neoplasms[J]. Br J Cancer, 2017, 117(10): 1544-1550. doi: 10.1038/bjc.2017.315
    [22]
    CAO L L, LU J, LIN J X, et al. Incidence and survival trends for gastric neuroendocrine neoplasms: An analysis of 3523 patients in the SEER database[J]. Eur J Surg Oncol, 2018, 44(10): 1628-1633. doi: 10.1016/j.ejso.2018.01.082
    [23]
    陈贤明, 黄少华, 杨帆, 等. 影响鼻咽癌预后的相关因素分析[J]. 东南国防医药, 2014, 16(6): 584-586, 604. doi: 10.3969/j.issn.1672-271X.2014.06.008

    CHEN X M, HUANG S H, YANG F, et al. Analysis of factors related to the NPC patientsᶉprognosis[J]. Military Medical Journal of Southeast China, 2014, 16(6): 584-586, 604. doi: 10.3969/j.issn.1672-271X.2014.06.008
    [24]
    WU S G, LIAO X L, HE Z Y, et al. Demographic and clinicopathological characteristics of nasopharyngeal carcinoma and survival outcomes according to age at diagnosis: A population-based analysis[J]. Oral Oncol, 2017, 73: 83-87. doi: 10.1016/j.oraloncology.2017.08.006
    [25]
    张倩, 曹乾. 婚姻状态对肺癌患者生存预后的影响: 基于SEER数据库的研究[J]. 肿瘤防治研究, 2019, 46(7): 617-621. doi: 10.3971/j.issn.1000-8578.2019.18.1425

    ZHANG Q, CAO Q. Effect of marital status on survival of lung cancer patients investigated based on SEER database[J]. Cancer Research on Prevention and Treatment, 2019, 46(7): 617-621. doi: 10.3971/j.issn.1000-8578.2019.18.1425
    [26]
    WANG X, CAO W, ZHENG C, et al. Marital status and survival in patients with rectal cancer: An analysis of the Surveillance, Epidemiology and End Results(SEER) database[J]. Cancer Epidemiol, 2018, 54: 119-124. doi: 10.1016/j.canep.2018.04.007
    [27]
    ZHOU H, ZHANG Y, SONG Y, et al. Marital status is an independent prognostic factor for pancreatic neuroendocrine tumors patients: An analysis of the Surveillance, Epidemiology, and End Results (SEER) database[J]. Clin Res Hepatol Gastroenterol, 2017, 41(4): 476-486. doi: 10.1016/j.clinre.2017.02.008
    [28]
    HUANG S J, TANG Y Y, LIU H M, et al. Impact of age on survival of locoregional nasopharyngeal carcinoma: An analysis of the surveillance, epidemiology, and end results program database, 2004-2013[J]. Clin Otolaryngol, 2018, 43(5): 1209-1218. doi: 10.1111/coa.13124
    [29]
    HU J, KONG L, GAO J, et al. Use of radiation therapy in metastatic nasopharyngeal cancer improves survival: A SEER analysis[J]. Sci Rep, 2017, 7(1): 721.
    [30]
    GUO R, WU H, WANG J, et al. Lymph node status and outcomes for nasopharyngeal carcinoma according to histological subtypes: A SEER population-based retrospective analysis[J]. Adv Ther, 2019, 36(11): 3123-3133. doi: 10.1007/s12325-019-01100-7
    [31]
    张文东. 鼻咽癌远期生存的影响因素研究[D]. 济南: 山东大学, 2014.

    ZHANG W D. Study on the influence factors of long-term survival of nasopharyngeal carcinoma[D]. Jinan: Shandong University, 2014.
    [32]
    邓仁丽, 王守碧, 张江辉, 等. 中西文化视野下预立医疗照护计划在医疗卫生体系中的植入[J]. 中国护理管理, 2019, 19(3): 321-325. https://www.cnki.com.cn/Article/CJFDTOTAL-GLHL201903007.htm

    DENG R L, WANG S B, ZHANG J H, et al. To embed advance care planning into the health care system in China in the vision of Chinese and western culture[J]. Chinese Nursing Management, 2019, 19(3): 321-325. https://www.cnki.com.cn/Article/CJFDTOTAL-GLHL201903007.htm
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