Literature DB >> 34216749

Nomogram to Predict Cancer Specific Survival in Patients with Pathological Stage IA Non-small Cell Lung Cancer.

Jing-Sheng Cai1, Xiao-Meng Dou1, Ji-Bin Li2, Mu-Zi Yang1, Chu-Long Xie1, Xue Hou3, Hao-Xian Yang4.   

Abstract

We identified the prognostic factors of resected stage IA non-small cell lung cancer (NSCLC) and developed a nomogram, with purpose of defining the high-risk population who may need closer follow-up or more intensive care. Eligible stage IA NSCLC cases from the Surveillance, Epidemiology, and End Results (SEER) database and the Sun Yat-sen University Cancer Center (SYSUCC) were included. Stage IB NSCLCs were also included for evaluating the risk stratification efficacy. Cancer specific survival (CSS) was compared between groups. Statistically significant factors from multivariate analysis were entered into the nomogram. The performance of the nomogram was evaluated by concordance index (C-index) and calibration plots. A total of 23,112 NSCLC cases (SEER stage IA training cohort, N=7,777; SEER stage IA validation cohort, N=7,776; SEER stage IB cohort, N=7,559) from the SEER database were included. 1,304 NSCLC cases (SYSUCC stage IA validation cohort, N=684; SYSUCC stage IB cohort, N=620) from the SYSUCC were also included. Younger age, female, lobectomy, well differentiated, smaller size and more examined lymph nodes were identified as favorable prognostic factors. A nomogram was established. The C-index was 0.68 (95%CI, 0.67-0.69), 0.66 (95% CI, 0.64-0.68) and 0.66 (95% CI, 0.61-0.71) for the SEER training cohort, SEER validation cohort and SYSUCC validation cohort. A risk classification system was constructed to stratify stage IA NSCLC into low-risk subgroup and high-risk subgroup. The CSS curves of these two subgroups showed statistically significant distinctions. This nomogram delivered a prognostic prediction for stage IA NSCLC and may aid individual clinical practice.
Copyright © 2021 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Cancer specific survival; Nomogram; Non-small cell lung cancer; Stage IA

Mesh:

Year:  2021        PMID: 34216749     DOI: 10.1053/j.semtcvs.2021.06.023

Source DB:  PubMed          Journal:  Semin Thorac Cardiovasc Surg        ISSN: 1043-0679


  2 in total

1.  Occult Non-Small Cell Lung Cancer: An Underappreciated Disease.

Authors:  Jingsheng Cai; Fan Yang; Xun Wang
Journal:  J Clin Med       Date:  2022-03-03       Impact factor: 4.241

2.  Prognostic Nomograms Based on Ground Glass Opacity and Subtype of Lung Adenocarcinoma for Patients with Pathological Stage IA Lung Adenocarcinoma.

Authors:  Wenyu Zhai; Dachuan Liang; Fangfang Duan; Wingshing Wong; Qihang Yan; Li Gong; Renchun Lai; Shuqin Dai; Hao Long; Junye Wang
Journal:  Front Cell Dev Biol       Date:  2021-12-08
  2 in total

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