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Predicting survival in malignant pleural effusion: development and validation of the LENT prognostic score
BACKGROUND: Malignant pleural effusion (MPE) causes debilitating breathlessness and predicting survival is challenging. This study aimed to obtain contemporary data on survival by underlying tumour type in patients with MPE, identify prognostic indicators of overall survival and develop and validate...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4251306/ https://www.ncbi.nlm.nih.gov/pubmed/25100651 http://dx.doi.org/10.1136/thoraxjnl-2014-205285 |
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author | Clive, Amelia O Kahan, Brennan C Hooper, Clare E Bhatnagar, Rahul Morley, Anna J Zahan-Evans, Natalie Bintcliffe, Oliver J Boshuizen, Rogier C Fysh, Edward T H Tobin, Claire L Medford, Andrew R L Harvey, John E van den Heuvel, Michel M Lee, Y C Gary Maskell, Nick A |
author_facet | Clive, Amelia O Kahan, Brennan C Hooper, Clare E Bhatnagar, Rahul Morley, Anna J Zahan-Evans, Natalie Bintcliffe, Oliver J Boshuizen, Rogier C Fysh, Edward T H Tobin, Claire L Medford, Andrew R L Harvey, John E van den Heuvel, Michel M Lee, Y C Gary Maskell, Nick A |
author_sort | Clive, Amelia O |
collection | PubMed |
description | BACKGROUND: Malignant pleural effusion (MPE) causes debilitating breathlessness and predicting survival is challenging. This study aimed to obtain contemporary data on survival by underlying tumour type in patients with MPE, identify prognostic indicators of overall survival and develop and validate a prognostic scoring system. METHODS: Three large international cohorts of patients with MPE were used to calculate survival by cell type (univariable Cox model). The prognostic value of 14 predefined variables was evaluated in the most complete data set (multivariable Cox model). A clinical prognostic scoring system was then developed and validated. RESULTS: Based on the results of the international data and the multivariable survival analysis, the LENT prognostic score (pleural fluid lactate dehydrogenase, Eastern Cooperative Oncology Group (ECOG) performance score (PS), neutrophil-to-lymphocyte ratio and tumour type) was developed and subsequently validated using an independent data set. Risk stratifying patients into low-risk, moderate-risk and high-risk groups gave median (IQR) survivals of 319 days (228–549; n=43), 130 days (47–467; n=129) and 44 days (22–77; n=31), respectively. Only 65% (20/31) of patients with a high-risk LENT score survived 1 month from diagnosis and just 3% (1/31) survived 6 months. Analysis of the area under the receiver operating curve revealed the LENT score to be superior at predicting survival compared with ECOG PS at 1 month (0.77 vs 0.66, p<0.01), 3 months (0.84 vs 0.75, p<0.01) and 6 months (0.85 vs 0.76, p<0.01). CONCLUSIONS: The LENT scoring system is the first validated prognostic score in MPE, which predicts survival with significantly better accuracy than ECOG PS alone. This may aid clinical decision making in this diverse patient population. |
format | Online Article Text |
id | pubmed-4251306 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-42513062014-12-04 Predicting survival in malignant pleural effusion: development and validation of the LENT prognostic score Clive, Amelia O Kahan, Brennan C Hooper, Clare E Bhatnagar, Rahul Morley, Anna J Zahan-Evans, Natalie Bintcliffe, Oliver J Boshuizen, Rogier C Fysh, Edward T H Tobin, Claire L Medford, Andrew R L Harvey, John E van den Heuvel, Michel M Lee, Y C Gary Maskell, Nick A Thorax Lung Cancer BACKGROUND: Malignant pleural effusion (MPE) causes debilitating breathlessness and predicting survival is challenging. This study aimed to obtain contemporary data on survival by underlying tumour type in patients with MPE, identify prognostic indicators of overall survival and develop and validate a prognostic scoring system. METHODS: Three large international cohorts of patients with MPE were used to calculate survival by cell type (univariable Cox model). The prognostic value of 14 predefined variables was evaluated in the most complete data set (multivariable Cox model). A clinical prognostic scoring system was then developed and validated. RESULTS: Based on the results of the international data and the multivariable survival analysis, the LENT prognostic score (pleural fluid lactate dehydrogenase, Eastern Cooperative Oncology Group (ECOG) performance score (PS), neutrophil-to-lymphocyte ratio and tumour type) was developed and subsequently validated using an independent data set. Risk stratifying patients into low-risk, moderate-risk and high-risk groups gave median (IQR) survivals of 319 days (228–549; n=43), 130 days (47–467; n=129) and 44 days (22–77; n=31), respectively. Only 65% (20/31) of patients with a high-risk LENT score survived 1 month from diagnosis and just 3% (1/31) survived 6 months. Analysis of the area under the receiver operating curve revealed the LENT score to be superior at predicting survival compared with ECOG PS at 1 month (0.77 vs 0.66, p<0.01), 3 months (0.84 vs 0.75, p<0.01) and 6 months (0.85 vs 0.76, p<0.01). CONCLUSIONS: The LENT scoring system is the first validated prognostic score in MPE, which predicts survival with significantly better accuracy than ECOG PS alone. This may aid clinical decision making in this diverse patient population. BMJ Publishing Group 2014-12 2014-08-06 /pmc/articles/PMC4251306/ /pubmed/25100651 http://dx.doi.org/10.1136/thoraxjnl-2014-205285 Text en Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://group.bmj.com/group/rights-licensing/permissions This is an Open Access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 3.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/3.0/ |
spellingShingle | Lung Cancer Clive, Amelia O Kahan, Brennan C Hooper, Clare E Bhatnagar, Rahul Morley, Anna J Zahan-Evans, Natalie Bintcliffe, Oliver J Boshuizen, Rogier C Fysh, Edward T H Tobin, Claire L Medford, Andrew R L Harvey, John E van den Heuvel, Michel M Lee, Y C Gary Maskell, Nick A Predicting survival in malignant pleural effusion: development and validation of the LENT prognostic score |
title | Predicting survival in malignant pleural effusion: development and validation of the LENT prognostic score |
title_full | Predicting survival in malignant pleural effusion: development and validation of the LENT prognostic score |
title_fullStr | Predicting survival in malignant pleural effusion: development and validation of the LENT prognostic score |
title_full_unstemmed | Predicting survival in malignant pleural effusion: development and validation of the LENT prognostic score |
title_short | Predicting survival in malignant pleural effusion: development and validation of the LENT prognostic score |
title_sort | predicting survival in malignant pleural effusion: development and validation of the lent prognostic score |
topic | Lung Cancer |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4251306/ https://www.ncbi.nlm.nih.gov/pubmed/25100651 http://dx.doi.org/10.1136/thoraxjnl-2014-205285 |
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