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Monitoring early dynamic changes of plasma cell-free DNA and pretreatment pre-albumin to predict chemotherapy effectiveness and survival outcomes in advanced non-small cell lung cancer
BACKGROUND: This study aimed to determine whether plasma cell-free DNA (cfDNA) and pretreatment parameters provide useful therapeutic response and prognostic information for advanced non-small cell lung cancer (NSCLC) patients. METHODS: A total of 114 patients with advanced NSCLC who underwent syste...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8987881/ https://www.ncbi.nlm.nih.gov/pubmed/35402598 http://dx.doi.org/10.21037/atm-22-12 |
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author | Chen, Jia Shao, Jingjing Zhang, Xunlei Wei, Sheng Cai, Hongyu Wang, Gaoren |
author_facet | Chen, Jia Shao, Jingjing Zhang, Xunlei Wei, Sheng Cai, Hongyu Wang, Gaoren |
author_sort | Chen, Jia |
collection | PubMed |
description | BACKGROUND: This study aimed to determine whether plasma cell-free DNA (cfDNA) and pretreatment parameters provide useful therapeutic response and prognostic information for advanced non-small cell lung cancer (NSCLC) patients. METHODS: A total of 114 patients with advanced NSCLC who underwent systemic chemotherapy were included in this study. Detection of plasma cfDNA concentration and blood parameters before and at the sixth week after treatment was performed. The prognostic value of cfDNA dynamic changes and laboratory parameters was determined via a receiver operating characteristic (ROC) curve, and then analyzed by comparing with the therapeutic efficacy and progression-free survival (PFS). Based on the ROC curve, it revealed a pretreatment pre-albumin (PA) concentration of 21.7 mg/dL was the cut-off value. The Cox proportional hazards regression model was used to evaluate the predictive factors for treatment response and PFS via univariate and multivariate analyses. RESULTS: Patients with cfDNA reduction ≥20% at the sixth week after treatment reported a significantly better disease control rate (DCR) and prolonged PFS (median PFS: 10.0 vs. 4.0 months, P<0.001). The median PFS of low PA group (PA <21.7 mg/dL) was 6.0 months, while the median PFS of high PA group (PA ≥21.7 mg/dL) was 8.0 months. The combined assessment of cfDNA and pretreatment pre-albumin was associated with significantly better survival outcomes compared with the remaining population (P<0.001). Multivariate analysis for DCR indicated that cfDNA reduction ≥20% was an independent factor (OR =0.419, P=0.001). In addition, multivariate analysis identified 6 significant factors associated with PFS: cfDNA reduction of ≥20%, age <65 years, Eastern Cooperative Oncology Group (ECOG) score ≥2, driver gene mutation, chemotherapy combined regimen, and treatment response of complete response (CR) and partial response (PR). The nomogram could predict the 2-year PFS probability of advanced NSCLC patients after treatment, and the C-index was 0.817. CONCLUSIONS: Monitoring cfDNA changes and pretreatment pre-albumin level in advanced NSCLC patients receiving treatment is an accurate predictor of tumor response and PFS. Combined assessment of cfDNA and pretreatment pre-albumin is helpful for predicting survival outcomes. These findings may assist in identifying high-risk patients and guiding treatment strategies. |
format | Online Article Text |
id | pubmed-8987881 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-89878812022-04-08 Monitoring early dynamic changes of plasma cell-free DNA and pretreatment pre-albumin to predict chemotherapy effectiveness and survival outcomes in advanced non-small cell lung cancer Chen, Jia Shao, Jingjing Zhang, Xunlei Wei, Sheng Cai, Hongyu Wang, Gaoren Ann Transl Med Original Article BACKGROUND: This study aimed to determine whether plasma cell-free DNA (cfDNA) and pretreatment parameters provide useful therapeutic response and prognostic information for advanced non-small cell lung cancer (NSCLC) patients. METHODS: A total of 114 patients with advanced NSCLC who underwent systemic chemotherapy were included in this study. Detection of plasma cfDNA concentration and blood parameters before and at the sixth week after treatment was performed. The prognostic value of cfDNA dynamic changes and laboratory parameters was determined via a receiver operating characteristic (ROC) curve, and then analyzed by comparing with the therapeutic efficacy and progression-free survival (PFS). Based on the ROC curve, it revealed a pretreatment pre-albumin (PA) concentration of 21.7 mg/dL was the cut-off value. The Cox proportional hazards regression model was used to evaluate the predictive factors for treatment response and PFS via univariate and multivariate analyses. RESULTS: Patients with cfDNA reduction ≥20% at the sixth week after treatment reported a significantly better disease control rate (DCR) and prolonged PFS (median PFS: 10.0 vs. 4.0 months, P<0.001). The median PFS of low PA group (PA <21.7 mg/dL) was 6.0 months, while the median PFS of high PA group (PA ≥21.7 mg/dL) was 8.0 months. The combined assessment of cfDNA and pretreatment pre-albumin was associated with significantly better survival outcomes compared with the remaining population (P<0.001). Multivariate analysis for DCR indicated that cfDNA reduction ≥20% was an independent factor (OR =0.419, P=0.001). In addition, multivariate analysis identified 6 significant factors associated with PFS: cfDNA reduction of ≥20%, age <65 years, Eastern Cooperative Oncology Group (ECOG) score ≥2, driver gene mutation, chemotherapy combined regimen, and treatment response of complete response (CR) and partial response (PR). The nomogram could predict the 2-year PFS probability of advanced NSCLC patients after treatment, and the C-index was 0.817. CONCLUSIONS: Monitoring cfDNA changes and pretreatment pre-albumin level in advanced NSCLC patients receiving treatment is an accurate predictor of tumor response and PFS. Combined assessment of cfDNA and pretreatment pre-albumin is helpful for predicting survival outcomes. These findings may assist in identifying high-risk patients and guiding treatment strategies. AME Publishing Company 2022-03 /pmc/articles/PMC8987881/ /pubmed/35402598 http://dx.doi.org/10.21037/atm-22-12 Text en 2022 Annals of Translational Medicine. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article Chen, Jia Shao, Jingjing Zhang, Xunlei Wei, Sheng Cai, Hongyu Wang, Gaoren Monitoring early dynamic changes of plasma cell-free DNA and pretreatment pre-albumin to predict chemotherapy effectiveness and survival outcomes in advanced non-small cell lung cancer |
title | Monitoring early dynamic changes of plasma cell-free DNA and pretreatment pre-albumin to predict chemotherapy effectiveness and survival outcomes in advanced non-small cell lung cancer |
title_full | Monitoring early dynamic changes of plasma cell-free DNA and pretreatment pre-albumin to predict chemotherapy effectiveness and survival outcomes in advanced non-small cell lung cancer |
title_fullStr | Monitoring early dynamic changes of plasma cell-free DNA and pretreatment pre-albumin to predict chemotherapy effectiveness and survival outcomes in advanced non-small cell lung cancer |
title_full_unstemmed | Monitoring early dynamic changes of plasma cell-free DNA and pretreatment pre-albumin to predict chemotherapy effectiveness and survival outcomes in advanced non-small cell lung cancer |
title_short | Monitoring early dynamic changes of plasma cell-free DNA and pretreatment pre-albumin to predict chemotherapy effectiveness and survival outcomes in advanced non-small cell lung cancer |
title_sort | monitoring early dynamic changes of plasma cell-free dna and pretreatment pre-albumin to predict chemotherapy effectiveness and survival outcomes in advanced non-small cell lung cancer |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8987881/ https://www.ncbi.nlm.nih.gov/pubmed/35402598 http://dx.doi.org/10.21037/atm-22-12 |
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