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A simplified prognostic score for T-cell large granular lymphocyte leukaemia
BACKGROUND: T-cell large granular lymphocyte leukaemia (T-LGLL) generally has a favourable prognosis, but a small proportion of patients are facing a relatively short survival time. This study aimed to identify clinical factors associated with survival in patients with T-LGLL and develop a predictiv...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10561584/ https://www.ncbi.nlm.nih.gov/pubmed/37801616 http://dx.doi.org/10.1080/07853890.2023.2258899 |
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author | Liu, Hailing Guo, Jingjing Cao, Lei Zhu, Huayuan Miao, Yi Du, Xinyi Wu, Yujie Xu, Wei Li, Jianyong Fan, Lei |
author_facet | Liu, Hailing Guo, Jingjing Cao, Lei Zhu, Huayuan Miao, Yi Du, Xinyi Wu, Yujie Xu, Wei Li, Jianyong Fan, Lei |
author_sort | Liu, Hailing |
collection | PubMed |
description | BACKGROUND: T-cell large granular lymphocyte leukaemia (T-LGLL) generally has a favourable prognosis, but a small proportion of patients are facing a relatively short survival time. This study aimed to identify clinical factors associated with survival in patients with T-LGLL and develop a predictive model for guiding therapeutic decision-making. MATERIALS AND METHODS: We conducted a retrospective study on 120 patients with T-LGLL. Lasso regression was performed for feature selection followed by univariate and multivariate Cox regression analysis. A decision tree algorithm was employed to construct a model for predicting overall survival (OS) in T-LGLL. RESULTS: The median age of diagnosis for the entire cohort was 59 years, and 76.7% of patients reported disease-related symptoms. After a median follow-up of 75 months, the median OS was not reached. The 5-year OS rate was 82.2% and the 10-year OS rate was 63.8%. Multivariate analysis revealed that an Eastern Cooperative Oncology Group performance status over two and a platelet count below 100 × 10(9)/L were independently associated with worse OS, leading to the development of a simplified decision tree model. The model’s performance was adequate when internally validated. The median OS of the high- and intermediate-risk- risk groups was 43 and 100 months respectively, whereas the median OS of the low-risk group was not reached. Furthermore, we found that immunosuppressive agent-based conventional treatment was unsatisfactory for our high-risk patients. CONCLUSIONS: Our model is an easily applicable clinical scoring system for predicting OS in patients with T-LGLL. However, external validation is essential before implementing it widely. |
format | Online Article Text |
id | pubmed-10561584 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
spelling | pubmed-105615842023-10-10 A simplified prognostic score for T-cell large granular lymphocyte leukaemia Liu, Hailing Guo, Jingjing Cao, Lei Zhu, Huayuan Miao, Yi Du, Xinyi Wu, Yujie Xu, Wei Li, Jianyong Fan, Lei Ann Med Hematology BACKGROUND: T-cell large granular lymphocyte leukaemia (T-LGLL) generally has a favourable prognosis, but a small proportion of patients are facing a relatively short survival time. This study aimed to identify clinical factors associated with survival in patients with T-LGLL and develop a predictive model for guiding therapeutic decision-making. MATERIALS AND METHODS: We conducted a retrospective study on 120 patients with T-LGLL. Lasso regression was performed for feature selection followed by univariate and multivariate Cox regression analysis. A decision tree algorithm was employed to construct a model for predicting overall survival (OS) in T-LGLL. RESULTS: The median age of diagnosis for the entire cohort was 59 years, and 76.7% of patients reported disease-related symptoms. After a median follow-up of 75 months, the median OS was not reached. The 5-year OS rate was 82.2% and the 10-year OS rate was 63.8%. Multivariate analysis revealed that an Eastern Cooperative Oncology Group performance status over two and a platelet count below 100 × 10(9)/L were independently associated with worse OS, leading to the development of a simplified decision tree model. The model’s performance was adequate when internally validated. The median OS of the high- and intermediate-risk- risk groups was 43 and 100 months respectively, whereas the median OS of the low-risk group was not reached. Furthermore, we found that immunosuppressive agent-based conventional treatment was unsatisfactory for our high-risk patients. CONCLUSIONS: Our model is an easily applicable clinical scoring system for predicting OS in patients with T-LGLL. However, external validation is essential before implementing it widely. Taylor & Francis 2023-10-06 /pmc/articles/PMC10561584/ /pubmed/37801616 http://dx.doi.org/10.1080/07853890.2023.2258899 Text en © 2023 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. The terms on which this article has been published allow the posting of the Accepted Manuscript in a repository by the author(s) or with their consent. |
spellingShingle | Hematology Liu, Hailing Guo, Jingjing Cao, Lei Zhu, Huayuan Miao, Yi Du, Xinyi Wu, Yujie Xu, Wei Li, Jianyong Fan, Lei A simplified prognostic score for T-cell large granular lymphocyte leukaemia |
title | A simplified prognostic score for T-cell large granular lymphocyte leukaemia |
title_full | A simplified prognostic score for T-cell large granular lymphocyte leukaemia |
title_fullStr | A simplified prognostic score for T-cell large granular lymphocyte leukaemia |
title_full_unstemmed | A simplified prognostic score for T-cell large granular lymphocyte leukaemia |
title_short | A simplified prognostic score for T-cell large granular lymphocyte leukaemia |
title_sort | simplified prognostic score for t-cell large granular lymphocyte leukaemia |
topic | Hematology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10561584/ https://www.ncbi.nlm.nih.gov/pubmed/37801616 http://dx.doi.org/10.1080/07853890.2023.2258899 |
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