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Prognostic factors and nomogram for cancer-specific death in non small cell lung cancer with malignant pericardial effusion
BACKGROUND: The prognosis of lung cancer with malignant pericardial effusion is very terrible owing to the impact of cardiac tamponade. The aim of our study seeks to identify prognostic factors and establish a prognostic nomogram of non small cell lung cancer (NSCLC) with malignant pericardial effus...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6521987/ https://www.ncbi.nlm.nih.gov/pubmed/31095610 http://dx.doi.org/10.1371/journal.pone.0217007 |
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author | Hu, Zhi Gang Hu, Ke Li, Wen Xin Zeng, Fan Jun |
author_facet | Hu, Zhi Gang Hu, Ke Li, Wen Xin Zeng, Fan Jun |
author_sort | Hu, Zhi Gang |
collection | PubMed |
description | BACKGROUND: The prognosis of lung cancer with malignant pericardial effusion is very terrible owing to the impact of cardiac tamponade. The aim of our study seeks to identify prognostic factors and establish a prognostic nomogram of non small cell lung cancer (NSCLC) with malignant pericardial effusion. METHODS: NSCLC patients with malignant pericardial effusion between 2010 and 2014 are searched from SEER database.Cancer-specific death of these patients are analyzed through the Kaplan–Meier method, Cox proportional hazard model and competing risk model. Prognostic nomogram of cancer-specific death is performed and validated with concordance index (C-index), calibration plots and internal validation population. Propensity score matching is used to evaluate whether chemotherapy affected the survival of study population. RESULTS: 696 eligible NSCLC patients are involved in the study population, with 22.7% of 1-year survival rate and 8.9% of 2-year survival rate. Laterality, AJCC N, AJCC T, and chemotherapy are regarded as independent prognostic factors of cancer-specific death in the Cox proportional hazards model and competing risk model. The C-index of established nomogram is 0.703(95%CI:0.68–0.73) for cancer-specific death in the study population with acceptable calibration, which is significantly higher than classical TNM stage(C-index = 0.56, 95%CI:0.52–0.60). After 1:1 propensity score matching, chemotherapy potentially reduces the risk of cancer-specific death (HR = 0.42 95%CI: 0.31–0.58) of NSCLC with pericardial effusion. CONCLUSIONS: NSCLC with malignant pericardial effusion harbors low overall survival. One prognostic nomogram based on laterality, AJCC N, AJCC T and chemotherapy is developed for cancer-specific death to predict 1-year and 2-year survival rate with good performance. |
format | Online Article Text |
id | pubmed-6521987 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-65219872019-05-31 Prognostic factors and nomogram for cancer-specific death in non small cell lung cancer with malignant pericardial effusion Hu, Zhi Gang Hu, Ke Li, Wen Xin Zeng, Fan Jun PLoS One Research Article BACKGROUND: The prognosis of lung cancer with malignant pericardial effusion is very terrible owing to the impact of cardiac tamponade. The aim of our study seeks to identify prognostic factors and establish a prognostic nomogram of non small cell lung cancer (NSCLC) with malignant pericardial effusion. METHODS: NSCLC patients with malignant pericardial effusion between 2010 and 2014 are searched from SEER database.Cancer-specific death of these patients are analyzed through the Kaplan–Meier method, Cox proportional hazard model and competing risk model. Prognostic nomogram of cancer-specific death is performed and validated with concordance index (C-index), calibration plots and internal validation population. Propensity score matching is used to evaluate whether chemotherapy affected the survival of study population. RESULTS: 696 eligible NSCLC patients are involved in the study population, with 22.7% of 1-year survival rate and 8.9% of 2-year survival rate. Laterality, AJCC N, AJCC T, and chemotherapy are regarded as independent prognostic factors of cancer-specific death in the Cox proportional hazards model and competing risk model. The C-index of established nomogram is 0.703(95%CI:0.68–0.73) for cancer-specific death in the study population with acceptable calibration, which is significantly higher than classical TNM stage(C-index = 0.56, 95%CI:0.52–0.60). After 1:1 propensity score matching, chemotherapy potentially reduces the risk of cancer-specific death (HR = 0.42 95%CI: 0.31–0.58) of NSCLC with pericardial effusion. CONCLUSIONS: NSCLC with malignant pericardial effusion harbors low overall survival. One prognostic nomogram based on laterality, AJCC N, AJCC T and chemotherapy is developed for cancer-specific death to predict 1-year and 2-year survival rate with good performance. Public Library of Science 2019-05-16 /pmc/articles/PMC6521987/ /pubmed/31095610 http://dx.doi.org/10.1371/journal.pone.0217007 Text en © 2019 Hu et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Hu, Zhi Gang Hu, Ke Li, Wen Xin Zeng, Fan Jun Prognostic factors and nomogram for cancer-specific death in non small cell lung cancer with malignant pericardial effusion |
title | Prognostic factors and nomogram for cancer-specific death in non small cell lung cancer with malignant pericardial effusion |
title_full | Prognostic factors and nomogram for cancer-specific death in non small cell lung cancer with malignant pericardial effusion |
title_fullStr | Prognostic factors and nomogram for cancer-specific death in non small cell lung cancer with malignant pericardial effusion |
title_full_unstemmed | Prognostic factors and nomogram for cancer-specific death in non small cell lung cancer with malignant pericardial effusion |
title_short | Prognostic factors and nomogram for cancer-specific death in non small cell lung cancer with malignant pericardial effusion |
title_sort | prognostic factors and nomogram for cancer-specific death in non small cell lung cancer with malignant pericardial effusion |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6521987/ https://www.ncbi.nlm.nih.gov/pubmed/31095610 http://dx.doi.org/10.1371/journal.pone.0217007 |
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