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Development and Validation of a Novel Prognostic Nomogram for CD5-Positive Diffuse Large B-Cell Lymphoma: A Retrospective Multicenter Study in China
BACKGROUND: CD5-positive diffuse large B-cell lymphoma (CD5+ DLBCL) is a rare subtype of DLBCL with invasive clinical features and poor prognosis. Current clinical variables based on prognostic systems for DLBCL are inadequate to accurately stratify the prognosis of CD5+ DLBCL. METHODS: A total of 1...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8595286/ https://www.ncbi.nlm.nih.gov/pubmed/34804942 http://dx.doi.org/10.3389/fonc.2021.754180 |
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author | Shen, Ziyuan Wang, Ling Zhang, Bingpei Li, Tianci Li, Dashan He, Chenlu Xue, Yuhao Wang, Ying Li, Bingzong Liu, Qinhua Zhang, Hao Gu, Weiying Wang, Fei Wang, Chunling Shi, Yuye Ye, Jingjing Zhu, Taigang Miao, Yuqing Huang, Shuiping Sang, Wei |
author_facet | Shen, Ziyuan Wang, Ling Zhang, Bingpei Li, Tianci Li, Dashan He, Chenlu Xue, Yuhao Wang, Ying Li, Bingzong Liu, Qinhua Zhang, Hao Gu, Weiying Wang, Fei Wang, Chunling Shi, Yuye Ye, Jingjing Zhu, Taigang Miao, Yuqing Huang, Shuiping Sang, Wei |
author_sort | Shen, Ziyuan |
collection | PubMed |
description | BACKGROUND: CD5-positive diffuse large B-cell lymphoma (CD5+ DLBCL) is a rare subtype of DLBCL with invasive clinical features and poor prognosis. Current clinical variables based on prognostic systems for DLBCL are inadequate to accurately stratify the prognosis of CD5+ DLBCL. METHODS: A total of 195 CD5+ DLBCL patients were retrospectively recruited from nine centers in Huaihai Lymphoma Working Group. MaxStat analysis was used to identify optimal cutoff points for continuous variables; univariable and multivariable Cox analyses were used for variable selection; Kaplan–Meier curve was used to analyze the value of variables on prognosis; and C-index, Brier score, and decision curve analysis were measured for predicting model performance. RESULTS: The derivation and validation cohorts consisted of 131 and 64 patients. Of the whole cohort, median age at diagnosis was 61 years, of whom 100 (51.28%) were males and the 5‐year overall survival rate was 42.1%. MYC, BCL-2, and the coexpression of MYC/BCL-2 could distinguish the survival of CD5+ DLBCL. Multivariable analysis showed that age, IPI, red blood cell count, neutrophil count, MYC expression, and hepatosplenomegaly were independent predictors, and the prognostic nomogram was developed. The C‐index of the nomogram was 0.809 in the derivation and 0.770 in the validation cohort. Decision curve analysis proved that compared with IPI, the specific nomogram showed a better identification in CD5+ DLBCL. CONCLUSION: The proposed nomogram provided a valuable tool for prognosis prediction in patients with CD5+ DLBCL. |
format | Online Article Text |
id | pubmed-8595286 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85952862021-11-18 Development and Validation of a Novel Prognostic Nomogram for CD5-Positive Diffuse Large B-Cell Lymphoma: A Retrospective Multicenter Study in China Shen, Ziyuan Wang, Ling Zhang, Bingpei Li, Tianci Li, Dashan He, Chenlu Xue, Yuhao Wang, Ying Li, Bingzong Liu, Qinhua Zhang, Hao Gu, Weiying Wang, Fei Wang, Chunling Shi, Yuye Ye, Jingjing Zhu, Taigang Miao, Yuqing Huang, Shuiping Sang, Wei Front Oncol Oncology BACKGROUND: CD5-positive diffuse large B-cell lymphoma (CD5+ DLBCL) is a rare subtype of DLBCL with invasive clinical features and poor prognosis. Current clinical variables based on prognostic systems for DLBCL are inadequate to accurately stratify the prognosis of CD5+ DLBCL. METHODS: A total of 195 CD5+ DLBCL patients were retrospectively recruited from nine centers in Huaihai Lymphoma Working Group. MaxStat analysis was used to identify optimal cutoff points for continuous variables; univariable and multivariable Cox analyses were used for variable selection; Kaplan–Meier curve was used to analyze the value of variables on prognosis; and C-index, Brier score, and decision curve analysis were measured for predicting model performance. RESULTS: The derivation and validation cohorts consisted of 131 and 64 patients. Of the whole cohort, median age at diagnosis was 61 years, of whom 100 (51.28%) were males and the 5‐year overall survival rate was 42.1%. MYC, BCL-2, and the coexpression of MYC/BCL-2 could distinguish the survival of CD5+ DLBCL. Multivariable analysis showed that age, IPI, red blood cell count, neutrophil count, MYC expression, and hepatosplenomegaly were independent predictors, and the prognostic nomogram was developed. The C‐index of the nomogram was 0.809 in the derivation and 0.770 in the validation cohort. Decision curve analysis proved that compared with IPI, the specific nomogram showed a better identification in CD5+ DLBCL. CONCLUSION: The proposed nomogram provided a valuable tool for prognosis prediction in patients with CD5+ DLBCL. Frontiers Media S.A. 2021-11-03 /pmc/articles/PMC8595286/ /pubmed/34804942 http://dx.doi.org/10.3389/fonc.2021.754180 Text en Copyright © 2021 Shen, Wang, Zhang, Li, Li, He, Xue, Wang, Li, Liu, Zhang, Gu, Wang, Wang, Shi, Ye, Zhu, Miao, Huang and Sang https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Shen, Ziyuan Wang, Ling Zhang, Bingpei Li, Tianci Li, Dashan He, Chenlu Xue, Yuhao Wang, Ying Li, Bingzong Liu, Qinhua Zhang, Hao Gu, Weiying Wang, Fei Wang, Chunling Shi, Yuye Ye, Jingjing Zhu, Taigang Miao, Yuqing Huang, Shuiping Sang, Wei Development and Validation of a Novel Prognostic Nomogram for CD5-Positive Diffuse Large B-Cell Lymphoma: A Retrospective Multicenter Study in China |
title | Development and Validation of a Novel Prognostic Nomogram for CD5-Positive Diffuse Large B-Cell Lymphoma: A Retrospective Multicenter Study in China |
title_full | Development and Validation of a Novel Prognostic Nomogram for CD5-Positive Diffuse Large B-Cell Lymphoma: A Retrospective Multicenter Study in China |
title_fullStr | Development and Validation of a Novel Prognostic Nomogram for CD5-Positive Diffuse Large B-Cell Lymphoma: A Retrospective Multicenter Study in China |
title_full_unstemmed | Development and Validation of a Novel Prognostic Nomogram for CD5-Positive Diffuse Large B-Cell Lymphoma: A Retrospective Multicenter Study in China |
title_short | Development and Validation of a Novel Prognostic Nomogram for CD5-Positive Diffuse Large B-Cell Lymphoma: A Retrospective Multicenter Study in China |
title_sort | development and validation of a novel prognostic nomogram for cd5-positive diffuse large b-cell lymphoma: a retrospective multicenter study in china |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8595286/ https://www.ncbi.nlm.nih.gov/pubmed/34804942 http://dx.doi.org/10.3389/fonc.2021.754180 |
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