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PD-1 and LAG-3-positive T cells are associated with clinical outcomes of relapsed/refractory multiple myeloma patients
OBJECTIVE: To investigate the frequency of PD-1 and LAG-3-positive T cells in relapsed/refractory multiple myeloma (RRMM) patients and its clinical significance. METHODS: This prospective observational study enrolled a total of 71 RRMM patients, as well as 70 MM patients (non-refractory) and 70 heal...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9761990/ https://www.ncbi.nlm.nih.gov/pubmed/36529769 http://dx.doi.org/10.1186/s40001-022-00923-5 |
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author | Chen, Ming Zhu, Jinlian Yang, Xuedong Yao, Jianxin Liu, Yuqing Liu, Qiang |
author_facet | Chen, Ming Zhu, Jinlian Yang, Xuedong Yao, Jianxin Liu, Yuqing Liu, Qiang |
author_sort | Chen, Ming |
collection | PubMed |
description | OBJECTIVE: To investigate the frequency of PD-1 and LAG-3-positive T cells in relapsed/refractory multiple myeloma (RRMM) patients and its clinical significance. METHODS: This prospective observational study enrolled a total of 71 RRMM patients, as well as 70 MM patients (non-refractory) and 70 healthy individuals during January 2018 to March 2021. The frequency of circulating CD4(+) and CD8(+) T cells expressing PD-1 and LAG-3 was analyzed using flow cytometry. Serum cytokines of IL-6, IL-17, CRP, TNF-α and TGF-β were evaluated by enzyme linked immunosorbent assay (ELISA). RESULTS: Significant higher 1-year mortality rate was found in RRMM patients compared with the MM patients. In both CD4(+) and CD8(+) T cells, the frequencies of PD-1(+), LAG-3(+) and PD-1(+)/LAG-3(+) T cells were markedly higher in the RRMM patients and the deceased patients, compared with the MM patients and the survival patients, respectively. All cytokines were remarkably higher in RRMM and MM patients than in the healthy control, while only serum levels of IL-6 and IL-17 were markedly higher in RRMM patients compared with the MM patients. Positive correlation was observed among the IL-6, IL-17 and the frequencies of circulating T cells in both CD4(+) and CD8(+) T cells in RRMM and MM patients. The frequency of CD8(+)PD-1(+)LAG-3(+) T cells showed the best sensitivity 82.61% and specificity 76.06% for diagnosis of RRMM using ROC curve. Meanwhile, the frequency of CD4(+)PD-1(+) cells showed the best sensitivity 84.00% and specificity 97.35% for prediction of patients’ mortality by ROC curve. The frequencies of CD4(+)PD-1(+), CD8(+)PD-1(+)/LAG-3(+), as well as IL-6, IL-17 and TNF-α were found as risk factors for incidence of RRMM in all MM patients. CONCLUSION: The frequency of PD-1 and LAG-3-positive T cells is associated with the clinical severity and inflammation in RRMM patients, which may also serve as potential biomarkers for its diagnosis. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40001-022-00923-5. |
format | Online Article Text |
id | pubmed-9761990 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-97619902022-12-20 PD-1 and LAG-3-positive T cells are associated with clinical outcomes of relapsed/refractory multiple myeloma patients Chen, Ming Zhu, Jinlian Yang, Xuedong Yao, Jianxin Liu, Yuqing Liu, Qiang Eur J Med Res Research OBJECTIVE: To investigate the frequency of PD-1 and LAG-3-positive T cells in relapsed/refractory multiple myeloma (RRMM) patients and its clinical significance. METHODS: This prospective observational study enrolled a total of 71 RRMM patients, as well as 70 MM patients (non-refractory) and 70 healthy individuals during January 2018 to March 2021. The frequency of circulating CD4(+) and CD8(+) T cells expressing PD-1 and LAG-3 was analyzed using flow cytometry. Serum cytokines of IL-6, IL-17, CRP, TNF-α and TGF-β were evaluated by enzyme linked immunosorbent assay (ELISA). RESULTS: Significant higher 1-year mortality rate was found in RRMM patients compared with the MM patients. In both CD4(+) and CD8(+) T cells, the frequencies of PD-1(+), LAG-3(+) and PD-1(+)/LAG-3(+) T cells were markedly higher in the RRMM patients and the deceased patients, compared with the MM patients and the survival patients, respectively. All cytokines were remarkably higher in RRMM and MM patients than in the healthy control, while only serum levels of IL-6 and IL-17 were markedly higher in RRMM patients compared with the MM patients. Positive correlation was observed among the IL-6, IL-17 and the frequencies of circulating T cells in both CD4(+) and CD8(+) T cells in RRMM and MM patients. The frequency of CD8(+)PD-1(+)LAG-3(+) T cells showed the best sensitivity 82.61% and specificity 76.06% for diagnosis of RRMM using ROC curve. Meanwhile, the frequency of CD4(+)PD-1(+) cells showed the best sensitivity 84.00% and specificity 97.35% for prediction of patients’ mortality by ROC curve. The frequencies of CD4(+)PD-1(+), CD8(+)PD-1(+)/LAG-3(+), as well as IL-6, IL-17 and TNF-α were found as risk factors for incidence of RRMM in all MM patients. CONCLUSION: The frequency of PD-1 and LAG-3-positive T cells is associated with the clinical severity and inflammation in RRMM patients, which may also serve as potential biomarkers for its diagnosis. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40001-022-00923-5. BioMed Central 2022-12-19 /pmc/articles/PMC9761990/ /pubmed/36529769 http://dx.doi.org/10.1186/s40001-022-00923-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Chen, Ming Zhu, Jinlian Yang, Xuedong Yao, Jianxin Liu, Yuqing Liu, Qiang PD-1 and LAG-3-positive T cells are associated with clinical outcomes of relapsed/refractory multiple myeloma patients |
title | PD-1 and LAG-3-positive T cells are associated with clinical outcomes of relapsed/refractory multiple myeloma patients |
title_full | PD-1 and LAG-3-positive T cells are associated with clinical outcomes of relapsed/refractory multiple myeloma patients |
title_fullStr | PD-1 and LAG-3-positive T cells are associated with clinical outcomes of relapsed/refractory multiple myeloma patients |
title_full_unstemmed | PD-1 and LAG-3-positive T cells are associated with clinical outcomes of relapsed/refractory multiple myeloma patients |
title_short | PD-1 and LAG-3-positive T cells are associated with clinical outcomes of relapsed/refractory multiple myeloma patients |
title_sort | pd-1 and lag-3-positive t cells are associated with clinical outcomes of relapsed/refractory multiple myeloma patients |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9761990/ https://www.ncbi.nlm.nih.gov/pubmed/36529769 http://dx.doi.org/10.1186/s40001-022-00923-5 |
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