Cargando…
Nomogram Based on Lactate Dehydrogenase-to-Albumin Ratio (LAR) and Platelet-to-Lymphocyte Ratio (PLR) for Predicting Survival in Nasopharyngeal Carcinoma
PURPOSE: The prognosis of inflammation-related indicators like lactate dehydrogenase/albumin ratio (LAR) and the platelet/lymphocyte ratio (PLR) in nasopharyngeal carcinoma (NPC) is not yet clear. Our objective is to establish and verify the nomogram using LAR and PLR ratio for the first time to exp...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8385134/ https://www.ncbi.nlm.nih.gov/pubmed/34447260 http://dx.doi.org/10.2147/JIR.S322475 |
_version_ | 1783742031003123712 |
---|---|
author | Peng, Ru-Rong Liang, Zhong-Guo Chen, Kai-Hua Li, Ling Qu, Song Zhu, Xiao-Dong |
author_facet | Peng, Ru-Rong Liang, Zhong-Guo Chen, Kai-Hua Li, Ling Qu, Song Zhu, Xiao-Dong |
author_sort | Peng, Ru-Rong |
collection | PubMed |
description | PURPOSE: The prognosis of inflammation-related indicators like lactate dehydrogenase/albumin ratio (LAR) and the platelet/lymphocyte ratio (PLR) in nasopharyngeal carcinoma (NPC) is not yet clear. Our objective is to establish and verify the nomogram using LAR and PLR ratio for the first time to explore the prognostic value in NPC. PATIENTS AND METHODS: This was a retrospective collection of 1661 patients with non-metastatic NPC admitted to our hospital from 2010 to 2017. The final variables of overall survival (OS) and progression-free survival (PFS) were selected by Cox regression analysis to establish nomograms, and the methods to verify the prediction precision and discriminative ability of the nomograms were concordance index (C index), the receiver operating characteristic (ROC) curve and calibration curve. The risk stratification was carried out through the nomograms and compared with the current staging system by the Kaplan–Meier methods. RESULTS: Multivariate Cox analysis resulted that age, plasma Epstein–Barr Virus (EBV) DNA, T stage, N stage, white blood cells (WBC), PLR and LAR were independent prognostic risk factors for OS and PFS, and sex is an independent prognostic risk factor for OS. The C-indexes of OS nomogram were 0.722 (95% CI: 0.706–0.738) and 0.747 (95% CI: 0.717–0.777) in the training cohort and validation cohort, which were statistically higher than the current 8th AJCC staging system (0.646 and 0.688). The C-indexes of PFS nomogram were 0.696 (95% CI: 0.680–0.713) and 0.690 (95% CI: 0.660–0.720), which were also statistically higher than the current 8th AJCC staging system (0.632 and 0.666). Otherwise, ROC curves and the calibration curve for probability also confirmed satisfied consistency with actual observations. CONCLUSION: LAR is a novel useful independent factor in NPC. The proposed nomogram LAR and PLR resulted in more accurate prognostic prediction than current staging system for NPC patients. |
format | Online Article Text |
id | pubmed-8385134 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-83851342021-08-25 Nomogram Based on Lactate Dehydrogenase-to-Albumin Ratio (LAR) and Platelet-to-Lymphocyte Ratio (PLR) for Predicting Survival in Nasopharyngeal Carcinoma Peng, Ru-Rong Liang, Zhong-Guo Chen, Kai-Hua Li, Ling Qu, Song Zhu, Xiao-Dong J Inflamm Res Original Research PURPOSE: The prognosis of inflammation-related indicators like lactate dehydrogenase/albumin ratio (LAR) and the platelet/lymphocyte ratio (PLR) in nasopharyngeal carcinoma (NPC) is not yet clear. Our objective is to establish and verify the nomogram using LAR and PLR ratio for the first time to explore the prognostic value in NPC. PATIENTS AND METHODS: This was a retrospective collection of 1661 patients with non-metastatic NPC admitted to our hospital from 2010 to 2017. The final variables of overall survival (OS) and progression-free survival (PFS) were selected by Cox regression analysis to establish nomograms, and the methods to verify the prediction precision and discriminative ability of the nomograms were concordance index (C index), the receiver operating characteristic (ROC) curve and calibration curve. The risk stratification was carried out through the nomograms and compared with the current staging system by the Kaplan–Meier methods. RESULTS: Multivariate Cox analysis resulted that age, plasma Epstein–Barr Virus (EBV) DNA, T stage, N stage, white blood cells (WBC), PLR and LAR were independent prognostic risk factors for OS and PFS, and sex is an independent prognostic risk factor for OS. The C-indexes of OS nomogram were 0.722 (95% CI: 0.706–0.738) and 0.747 (95% CI: 0.717–0.777) in the training cohort and validation cohort, which were statistically higher than the current 8th AJCC staging system (0.646 and 0.688). The C-indexes of PFS nomogram were 0.696 (95% CI: 0.680–0.713) and 0.690 (95% CI: 0.660–0.720), which were also statistically higher than the current 8th AJCC staging system (0.632 and 0.666). Otherwise, ROC curves and the calibration curve for probability also confirmed satisfied consistency with actual observations. CONCLUSION: LAR is a novel useful independent factor in NPC. The proposed nomogram LAR and PLR resulted in more accurate prognostic prediction than current staging system for NPC patients. Dove 2021-08-20 /pmc/articles/PMC8385134/ /pubmed/34447260 http://dx.doi.org/10.2147/JIR.S322475 Text en © 2021 Peng et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research Peng, Ru-Rong Liang, Zhong-Guo Chen, Kai-Hua Li, Ling Qu, Song Zhu, Xiao-Dong Nomogram Based on Lactate Dehydrogenase-to-Albumin Ratio (LAR) and Platelet-to-Lymphocyte Ratio (PLR) for Predicting Survival in Nasopharyngeal Carcinoma |
title | Nomogram Based on Lactate Dehydrogenase-to-Albumin Ratio (LAR) and Platelet-to-Lymphocyte Ratio (PLR) for Predicting Survival in Nasopharyngeal Carcinoma |
title_full | Nomogram Based on Lactate Dehydrogenase-to-Albumin Ratio (LAR) and Platelet-to-Lymphocyte Ratio (PLR) for Predicting Survival in Nasopharyngeal Carcinoma |
title_fullStr | Nomogram Based on Lactate Dehydrogenase-to-Albumin Ratio (LAR) and Platelet-to-Lymphocyte Ratio (PLR) for Predicting Survival in Nasopharyngeal Carcinoma |
title_full_unstemmed | Nomogram Based on Lactate Dehydrogenase-to-Albumin Ratio (LAR) and Platelet-to-Lymphocyte Ratio (PLR) for Predicting Survival in Nasopharyngeal Carcinoma |
title_short | Nomogram Based on Lactate Dehydrogenase-to-Albumin Ratio (LAR) and Platelet-to-Lymphocyte Ratio (PLR) for Predicting Survival in Nasopharyngeal Carcinoma |
title_sort | nomogram based on lactate dehydrogenase-to-albumin ratio (lar) and platelet-to-lymphocyte ratio (plr) for predicting survival in nasopharyngeal carcinoma |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8385134/ https://www.ncbi.nlm.nih.gov/pubmed/34447260 http://dx.doi.org/10.2147/JIR.S322475 |
work_keys_str_mv | AT pengrurong nomogrambasedonlactatedehydrogenasetoalbuminratiolarandplatelettolymphocyteratioplrforpredictingsurvivalinnasopharyngealcarcinoma AT liangzhongguo nomogrambasedonlactatedehydrogenasetoalbuminratiolarandplatelettolymphocyteratioplrforpredictingsurvivalinnasopharyngealcarcinoma AT chenkaihua nomogrambasedonlactatedehydrogenasetoalbuminratiolarandplatelettolymphocyteratioplrforpredictingsurvivalinnasopharyngealcarcinoma AT liling nomogrambasedonlactatedehydrogenasetoalbuminratiolarandplatelettolymphocyteratioplrforpredictingsurvivalinnasopharyngealcarcinoma AT qusong nomogrambasedonlactatedehydrogenasetoalbuminratiolarandplatelettolymphocyteratioplrforpredictingsurvivalinnasopharyngealcarcinoma AT zhuxiaodong nomogrambasedonlactatedehydrogenasetoalbuminratiolarandplatelettolymphocyteratioplrforpredictingsurvivalinnasopharyngealcarcinoma |