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An Exploratory Study of Refining TNM-8 M1 Categories and Prognostic Subgroups Using Plasma EBV DNA for Previously Untreated De Novo Metastatic Nasopharyngeal Carcinoma
SIMPLE SUMMARY: Patients with de novo metastatic (M1) nasopharyngeal carcinoma (NPC) at presentation is a heterogeneous group of the population who have a diverse range of survival. However, the current TNM-8 grouping of all these patients into the M1 category is not able to identify the survival di...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9031957/ https://www.ncbi.nlm.nih.gov/pubmed/35454830 http://dx.doi.org/10.3390/cancers14081923 |
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author | Chan, Sik-Kwan O’Sullivan, Brian Huang, Shao Hui Chau, Tin-Ching Lam, Ka-On Chan, Sum-Yin Tong, Chi-Chung Vardhanabhuti, Varut Kwong, Dora Lai-Wan Ng, Chor-Yi Leung, To-Wai Luk, Mai-Yee Lee, Anne Wing-Mui Choi, Horace Cheuk-Wai Lee, Victor Ho-Fun |
author_facet | Chan, Sik-Kwan O’Sullivan, Brian Huang, Shao Hui Chau, Tin-Ching Lam, Ka-On Chan, Sum-Yin Tong, Chi-Chung Vardhanabhuti, Varut Kwong, Dora Lai-Wan Ng, Chor-Yi Leung, To-Wai Luk, Mai-Yee Lee, Anne Wing-Mui Choi, Horace Cheuk-Wai Lee, Victor Ho-Fun |
author_sort | Chan, Sik-Kwan |
collection | PubMed |
description | SIMPLE SUMMARY: Patients with de novo metastatic (M1) nasopharyngeal carcinoma (NPC) at presentation is a heterogeneous group of the population who have a diverse range of survival. However, the current TNM-8 grouping of all these patients into the M1 category is not able to identify the survival differences among them. We aimed to segregate survival for de novo M1 NPC by anatomic characteristics and pre-treatment plasma Epstein–Barr virus (EBV) DNA, respectively. We first proposed a potential M1 subdivision with anatomic factors for de novo M1 NPC, which can be in general applied in different geographical regions. Further recursive-partitioning analysis (RPA)-derived prognostic groupings with plasma EBV DNA at 2500 copies/mL performed better in survival prediction and risk stratification, resulting in a potentially more precise and personalized treatment. Further external validation of our proposed M1 stage subdivisions in other institutions is highly awaited. ABSTRACT: (1) Background: NPC patients with de novo distant metastasis appears to be a heterogeneous group who demonstrate a wide range of survival, as suggested by growing evidence. Nevertheless, the current 8th edition of TNM staging (TNM-8) grouping all these patients into the M1 category is not able to identify their survival differences. We sought to identify any anatomic and non-anatomic subgroups in this study. (2) Methods: Sixty-nine patients with treatment-naive de novo M1 NPC (training cohort) were prospectively recruited from 2007 to 2018. We performed univariable and multivariable analyses (UVA and MVA) to explore anatomic distant metastasis factors, which were significantly prognostic of overall survival (OS). Recursive partitioning analysis (RPA) with the incorporation of significant factors from MVA was then performed to derive a new set of RPA stage groups with OS segregation (Set 1 Anatomic-RPA stage groups); another run of MVA was performed with the addition of pre-treatment plasma EBV DNA. A second-round RPA with significant prognostic factors of OS identified in this round of MVA was performed again to derive another set of stage groups (Set 2 Prognostic-RPA stage groups). Both sets were then validated externally with an independent validation cohort of 67 patients with distant relapses of their initially non-metastatic NPC (rM1) after radical treatment. The performance of models in survival segregation was evaluated by the Akaike information criterion (AIC) and concordance index (C-index) under 1000 bootstrapping samples for the validation cohort; (3) Results: The 3-year OS and median follow-up in the training cohort were 36.0% and 17.8 months, respectively. Co-existence of liver-bone metastases was the only significant prognostic factor of OS in the first round UVA and MVA. Set 1 RPA based on anatomic factors that subdivide the M1 category into two groups: M1a (absence of co-existing liver-bone metastases; median OS 28.1 months) and M1b (co-existing liver-bone metastases; median OS 19.2 months, p = 0.023). When pre-treatment plasma EBV DNA was also added, it became the only significant prognostic factor in UVA (p = 0.001) and MVA (p = 0.015), while co-existing liver-bone metastases was only significant in UVA. Set 2 RPA with the incorporation of pre-treatment plasma EBV DNA yielded good segregation (M1a: EBV DNA ≤ 2500 copies/mL and M1b: EBV DNA > 2500 copies/mL; median OS 44.2 and 19.7 months, respectively, p < 0.001). Set 2 Prognostic-RPA groups (AIC: 228.1 [95% CI: 194.8–251.8] is superior to Set 1 Anatomic-RPA groups (AIC: 278.5 [254.6–301.2]) in the OS prediction (p < 0.001). Set 2 RPA groups (C-index 0.59 [95% CI: 0.54–0.67]) also performed better prediction agreement in the validation cohort (vs. Set 1: C-index 0.47 [95% CI: 0.41–0.53]) (p < 0.001); (4) Conclusions: Our Anatomic-RPA stage groups yielded good segregation for de novo M1 NPC, and prognostication was further improved by incorporating plasma EBV DNA. These new RPA stage groups for M1 NPC can be applied to countries/regions regardless of whether reliable and sensitive plasma EBV DNA assays are available or not. |
format | Online Article Text |
id | pubmed-9031957 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-90319572022-04-23 An Exploratory Study of Refining TNM-8 M1 Categories and Prognostic Subgroups Using Plasma EBV DNA for Previously Untreated De Novo Metastatic Nasopharyngeal Carcinoma Chan, Sik-Kwan O’Sullivan, Brian Huang, Shao Hui Chau, Tin-Ching Lam, Ka-On Chan, Sum-Yin Tong, Chi-Chung Vardhanabhuti, Varut Kwong, Dora Lai-Wan Ng, Chor-Yi Leung, To-Wai Luk, Mai-Yee Lee, Anne Wing-Mui Choi, Horace Cheuk-Wai Lee, Victor Ho-Fun Cancers (Basel) Article SIMPLE SUMMARY: Patients with de novo metastatic (M1) nasopharyngeal carcinoma (NPC) at presentation is a heterogeneous group of the population who have a diverse range of survival. However, the current TNM-8 grouping of all these patients into the M1 category is not able to identify the survival differences among them. We aimed to segregate survival for de novo M1 NPC by anatomic characteristics and pre-treatment plasma Epstein–Barr virus (EBV) DNA, respectively. We first proposed a potential M1 subdivision with anatomic factors for de novo M1 NPC, which can be in general applied in different geographical regions. Further recursive-partitioning analysis (RPA)-derived prognostic groupings with plasma EBV DNA at 2500 copies/mL performed better in survival prediction and risk stratification, resulting in a potentially more precise and personalized treatment. Further external validation of our proposed M1 stage subdivisions in other institutions is highly awaited. ABSTRACT: (1) Background: NPC patients with de novo distant metastasis appears to be a heterogeneous group who demonstrate a wide range of survival, as suggested by growing evidence. Nevertheless, the current 8th edition of TNM staging (TNM-8) grouping all these patients into the M1 category is not able to identify their survival differences. We sought to identify any anatomic and non-anatomic subgroups in this study. (2) Methods: Sixty-nine patients with treatment-naive de novo M1 NPC (training cohort) were prospectively recruited from 2007 to 2018. We performed univariable and multivariable analyses (UVA and MVA) to explore anatomic distant metastasis factors, which were significantly prognostic of overall survival (OS). Recursive partitioning analysis (RPA) with the incorporation of significant factors from MVA was then performed to derive a new set of RPA stage groups with OS segregation (Set 1 Anatomic-RPA stage groups); another run of MVA was performed with the addition of pre-treatment plasma EBV DNA. A second-round RPA with significant prognostic factors of OS identified in this round of MVA was performed again to derive another set of stage groups (Set 2 Prognostic-RPA stage groups). Both sets were then validated externally with an independent validation cohort of 67 patients with distant relapses of their initially non-metastatic NPC (rM1) after radical treatment. The performance of models in survival segregation was evaluated by the Akaike information criterion (AIC) and concordance index (C-index) under 1000 bootstrapping samples for the validation cohort; (3) Results: The 3-year OS and median follow-up in the training cohort were 36.0% and 17.8 months, respectively. Co-existence of liver-bone metastases was the only significant prognostic factor of OS in the first round UVA and MVA. Set 1 RPA based on anatomic factors that subdivide the M1 category into two groups: M1a (absence of co-existing liver-bone metastases; median OS 28.1 months) and M1b (co-existing liver-bone metastases; median OS 19.2 months, p = 0.023). When pre-treatment plasma EBV DNA was also added, it became the only significant prognostic factor in UVA (p = 0.001) and MVA (p = 0.015), while co-existing liver-bone metastases was only significant in UVA. Set 2 RPA with the incorporation of pre-treatment plasma EBV DNA yielded good segregation (M1a: EBV DNA ≤ 2500 copies/mL and M1b: EBV DNA > 2500 copies/mL; median OS 44.2 and 19.7 months, respectively, p < 0.001). Set 2 Prognostic-RPA groups (AIC: 228.1 [95% CI: 194.8–251.8] is superior to Set 1 Anatomic-RPA groups (AIC: 278.5 [254.6–301.2]) in the OS prediction (p < 0.001). Set 2 RPA groups (C-index 0.59 [95% CI: 0.54–0.67]) also performed better prediction agreement in the validation cohort (vs. Set 1: C-index 0.47 [95% CI: 0.41–0.53]) (p < 0.001); (4) Conclusions: Our Anatomic-RPA stage groups yielded good segregation for de novo M1 NPC, and prognostication was further improved by incorporating plasma EBV DNA. These new RPA stage groups for M1 NPC can be applied to countries/regions regardless of whether reliable and sensitive plasma EBV DNA assays are available or not. MDPI 2022-04-11 /pmc/articles/PMC9031957/ /pubmed/35454830 http://dx.doi.org/10.3390/cancers14081923 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Chan, Sik-Kwan O’Sullivan, Brian Huang, Shao Hui Chau, Tin-Ching Lam, Ka-On Chan, Sum-Yin Tong, Chi-Chung Vardhanabhuti, Varut Kwong, Dora Lai-Wan Ng, Chor-Yi Leung, To-Wai Luk, Mai-Yee Lee, Anne Wing-Mui Choi, Horace Cheuk-Wai Lee, Victor Ho-Fun An Exploratory Study of Refining TNM-8 M1 Categories and Prognostic Subgroups Using Plasma EBV DNA for Previously Untreated De Novo Metastatic Nasopharyngeal Carcinoma |
title | An Exploratory Study of Refining TNM-8 M1 Categories and Prognostic Subgroups Using Plasma EBV DNA for Previously Untreated De Novo Metastatic Nasopharyngeal Carcinoma |
title_full | An Exploratory Study of Refining TNM-8 M1 Categories and Prognostic Subgroups Using Plasma EBV DNA for Previously Untreated De Novo Metastatic Nasopharyngeal Carcinoma |
title_fullStr | An Exploratory Study of Refining TNM-8 M1 Categories and Prognostic Subgroups Using Plasma EBV DNA for Previously Untreated De Novo Metastatic Nasopharyngeal Carcinoma |
title_full_unstemmed | An Exploratory Study of Refining TNM-8 M1 Categories and Prognostic Subgroups Using Plasma EBV DNA for Previously Untreated De Novo Metastatic Nasopharyngeal Carcinoma |
title_short | An Exploratory Study of Refining TNM-8 M1 Categories and Prognostic Subgroups Using Plasma EBV DNA for Previously Untreated De Novo Metastatic Nasopharyngeal Carcinoma |
title_sort | exploratory study of refining tnm-8 m1 categories and prognostic subgroups using plasma ebv dna for previously untreated de novo metastatic nasopharyngeal carcinoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9031957/ https://www.ncbi.nlm.nih.gov/pubmed/35454830 http://dx.doi.org/10.3390/cancers14081923 |
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