Development and validation of prognostic nomogram for T1-3N0M0 non-small cell lung cancer after curative resection

被引:2
|
作者
Mei, Weijian [1 ]
Yao, Wang [2 ]
Song, Zhengbo [3 ]
Jiao, Wenjie [4 ]
Zhu, Lianxin [5 ,6 ]
Huang, Qinghua [7 ]
An, Chaolun [8 ]
Shi, Jianguang [9 ]
Yu, Guiping [10 ]
Sun, Pingli [11 ]
Zhang, Yinbin [12 ]
Shen, Jianfei [13 ]
Xu, Chunwei [14 ]
Yang, Han [1 ]
Wang, Qian [14 ]
Zhu, Zhihua [1 ]
机构
[1] Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Thorac Surg, State Key Lab Oncol South China,Canc Ctr, 651 Dongfeng Rd East, Guangzhou 510060, Guangdong, Peoples R China
[2] Sun Yat Sen Univ, Affiliated Hosp 1, Dept Intervent Oncol, Guangzhou, Peoples R China
[3] Univ Chinese Acad Sci, Zhejiang Canc Hosp, Canc Hosp, Dept Med Oncol, Hangzhou, Peoples R China
[4] Qingdao Univ, Affiliated Hosp, Dept Thorac Surg, Qingdao, Peoples R China
[5] Nanchang Univ, Med Coll, Nanchang, Peoples R China
[6] Queen Mary Univ London, London, England
[7] Guangxi Med Univ, Affiliated Tumor Hosp, Dept Breast Surg, Nanning, Peoples R China
[8] Nantong Univ, Nantong Peoples Hosp 3, Dept Thorac Surg, Nantong, Peoples R China
[9] Zhejiang Univ, Ningbo Hosp 1, Dept Thorac Surg, Ningbo, Peoples R China
[10] Southeast Univ, Affiliated Jiangyin Hosp, Dept Thorac Surg, Jiangyin, Peoples R China
[11] Jilin Univ, Hosp 2, Dept Pathol Dept, Changchun, Peoples R China
[12] Xi An Jiao Tong Univ, Affiliated Hosp 2, Med Coll, Dept Thorac Surg, Xian, Peoples R China
[13] Wenzhou Med Univ, Taizhou Hosp Zhejiang Prov, Dept Thorac Surg, Taizhou, Peoples R China
[14] Nanjing Univ Chinese Med, Suqian Hosp Chinese Med, Affiliated Hosp, Dept Resp Med, 9 Hongzehu Dong Rd, Suqian 223800, Jiangsu, Peoples R China
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
Non-small cell lung cancer; Nomogram; Curative resection; SURVIVAL; LOBECTOMY; QUALITY;
D O I
10.1186/s12885-023-11158-w
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BackgroundRadical resection plus lymph node dissection is a common treatment for patients with T1-3N0M0 non-small cell lung cancer (NSCLC). Few models predicted the survival outcomes of these patients. This study aimed to developed a nomogram for predicting their overall survival (OS).Materials and methodsThis study involved 3002 patients with T1-3N0M0 NSCLC after curative resection between January 1999 and October 2013. 1525 Patients from Sun Yat-sen University Cancer Center were randomly allocated to training cohort and internal validation cohort in a ratio of 7:3. 1477 patients from ten institutions were recruited as external validation cohort. A nomogram was constructed based on the training cohort and validated by internal and external validation cohort to predict the OS of these patients. The accuracy and practicability were tested by Harrell's C-indexes, calibration plots and decision curve analyses (DCA).ResultsAge, sex, histological classification, pathological T stage, and HI standard were independent factors for OS and were included in our nomogram. The C-index of the nomogram for OS estimates were 0.671 (95% CI, 0.637-0.705),0.632 (95% CI, 0.581-0.683), and 0.645 (95% CI, 0.617-0.673) in the training cohorts, internal validation cohorts, and external validation cohort, respectively. The calibration plots and DCA for predictions of OS were in excellent agreement. An online version of the nomogram was built for convenient clinical practice.ConclusionsOur nomogram can predict the OS of patients with T1-3N0M0 NSCLC after curative resection. The online version of our nomogram offer opportunities for fast personalized risk stratification and prognosis prediction in clinical practice.
引用
收藏
页数:9
相关论文
共 50 条
  • [31] Complications after Lobectomy or Segmentectomy for cT1aN0M0 Non-Small Cell Lung Cancer
    Ohtsuka, Takashi
    Sugiura, Yasoo
    Kamiyama, Lkuo
    Asamura, Hisao
    JOURNAL OF THORACIC ONCOLOGY, 2015, 10 (09) : S436 - S436
  • [32] Adjuvant chemotherapy for patients with T2N0M0 non-small cell lung cancer.
    Morgensztern, Daniel
    Waqar, Saiama Naheed
    Patel, Aalok
    Devarakonda, Siddhartha
    Waqar, Sadaf Huma
    Gao, Feng
    Robinson, Cliff Grant
    Bradley, Jeffrey D.
    Baggstrom, Maria Quintos
    Govindan, Ramaswamy
    Puri, Varun
    JOURNAL OF CLINICAL ONCOLOGY, 2015, 33 (15)
  • [33] Prognosis of upstaged N1 and N2 disease after curative resection in patients with clinical N0 non-small cell lung cancer
    Park, Jae Kil
    Moon, Youngkyu
    JOURNAL OF THORACIC DISEASE, 2019, 11 (04) : 1202 - 1212
  • [34] Prognostic difference between each T3 descriptor in T3N0-3M0 non-small-cell lung cancer
    Mun, Mingyon
    Nakao, Masayuki
    Matsuura, Yosuke
    Ichinose, Junji
    EUROPEAN JOURNAL OF CARDIO-THORACIC SURGERY, 2023, 63 (03)
  • [35] Commentary: Is surgery better than chemoradiation for T3N1M0 non-small cell lung cancer?
    Yang, Chi-Fu Jeffrey
    JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY, 2021, 161 (01): : 265 - 266
  • [36] Wedge Resection vs Segmentectomy for Patients with T1A N0 Non-Small Cell Lung Cancer
    Yang, Chi-Fu J.
    Chan, Derek Y.
    Gulack, Brian C.
    Speicher, Paul J.
    Onaitis, Mark W.
    Tong, Betty C.
    D'Amico, Thomas A.
    Harpole, David
    Berry, Mark F.
    Hartwig, Matthew G.
    JOURNAL OF THORACIC ONCOLOGY, 2015, 10 (09) : S242 - S242
  • [37] Benefit of Adjuvant Chemotherapy After Resection of Stage II (T1-2N1M0) Non-Small Cell Lung Cancer in Elderly Patients
    Mark F. Berry
    Brooke K. Coleman
    Lesley H. Curtis
    Mathias Worni
    Thomas A. D’Amico
    Igor Akushevich
    Annals of Surgical Oncology, 2015, 22 : 642 - 648
  • [38] RNSCLC-PRSP software to predict the prognostic risk and survival in patients with resected T1-3N0-2M0 non-small cell lung cancer
    Zhang, Yunkui
    Li, YaoChen
    Zhang, Rongsheng
    Zhang, Yujie
    Ma, Haitao
    BIODATA MINING, 2019, 12 (01)
  • [39] Benefit of Adjuvant Chemotherapy After Resection of Stage II (T1-2N1M0) Non-Small Cell Lung Cancer in Elderly Patients
    Berry, Mark F.
    Coleman, Brooke K.
    Curtis, Lesley H.
    Worni, Mathias
    D'Amico, Thomas A.
    Akushevich, Igor
    ANNALS OF SURGICAL ONCOLOGY, 2015, 22 (02) : 642 - 648
  • [40] Prediction of Lymph Node Metastases in Clinical T1aN0M0 Non-Small Cell Lung Cancer
    Tsai, T.
    Liu, C.
    JOURNAL OF THORACIC ONCOLOGY, 2018, 13 (10) : S1013 - S1013