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Occult lymph node metastasis is not a favorable factor for resected NSCLC patients
BACKGROUND: This study was to compare the clinical presentations and survivals between the non-small cell lung cancer (NSCLC) patients with occult lymph node metastasis (OLNM) and those with evident lymph node metastasis (ELNM). We also intended to analyze the predictive factors for OLNM. METHODS: K...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10476354/ https://www.ncbi.nlm.nih.gov/pubmed/37667180 http://dx.doi.org/10.1186/s12885-023-11189-3 |
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author | Cai, Jing-Sheng Yang, Fan Wang, Xun |
author_facet | Cai, Jing-Sheng Yang, Fan Wang, Xun |
author_sort | Cai, Jing-Sheng |
collection | PubMed |
description | BACKGROUND: This study was to compare the clinical presentations and survivals between the non-small cell lung cancer (NSCLC) patients with occult lymph node metastasis (OLNM) and those with evident lymph node metastasis (ELNM). We also intended to analyze the predictive factors for OLNM. METHODS: Kaplan–Meier method with log-rank test was used to compare survivals between groups. Propensity score matching (PSM) was used to reduce bias. The least absolute shrinkage and selection operator (LASSO)-penalized Cox multivariable analysis was used to identify the prognostic factors. Random forest was used to determine the predictive factors for OLNM. RESULTS: A total of 2,067 eligible cases (N0: 1,497 cases; occult N1: 165 cases; evident N1: 54 cases; occult N2: 243 cases; evident N2: 108 cases) were included. The rate of OLNM was 21.4%. Patients with OLNM were tend to be female, non-smoker, adenocarcinoma and had smaller-sized tumors when compared with the patients with ELNM. Survival curves showed that the survivals of the patients with OLNM were similar to those of the patients with ELNM both before and after PSM. Multivariable Cox analysis suggested that positive lymph nodes (PLN) was the only prognostic factor for the patients with OLNM. Random forest showed that clinical tumor size was an important predictive factor for OLNM. CONCLUSIONS: OLNM was not rare. OLNM was not a favorable sign for resected NSCLC patients with lymph node metastasis. PLN determined the survivals of the patients with OLNM. Clinical tumor size was a strong predictive factor for OLNM. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12885-023-11189-3. |
format | Online Article Text |
id | pubmed-10476354 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-104763542023-09-05 Occult lymph node metastasis is not a favorable factor for resected NSCLC patients Cai, Jing-Sheng Yang, Fan Wang, Xun BMC Cancer Research BACKGROUND: This study was to compare the clinical presentations and survivals between the non-small cell lung cancer (NSCLC) patients with occult lymph node metastasis (OLNM) and those with evident lymph node metastasis (ELNM). We also intended to analyze the predictive factors for OLNM. METHODS: Kaplan–Meier method with log-rank test was used to compare survivals between groups. Propensity score matching (PSM) was used to reduce bias. The least absolute shrinkage and selection operator (LASSO)-penalized Cox multivariable analysis was used to identify the prognostic factors. Random forest was used to determine the predictive factors for OLNM. RESULTS: A total of 2,067 eligible cases (N0: 1,497 cases; occult N1: 165 cases; evident N1: 54 cases; occult N2: 243 cases; evident N2: 108 cases) were included. The rate of OLNM was 21.4%. Patients with OLNM were tend to be female, non-smoker, adenocarcinoma and had smaller-sized tumors when compared with the patients with ELNM. Survival curves showed that the survivals of the patients with OLNM were similar to those of the patients with ELNM both before and after PSM. Multivariable Cox analysis suggested that positive lymph nodes (PLN) was the only prognostic factor for the patients with OLNM. Random forest showed that clinical tumor size was an important predictive factor for OLNM. CONCLUSIONS: OLNM was not rare. OLNM was not a favorable sign for resected NSCLC patients with lymph node metastasis. PLN determined the survivals of the patients with OLNM. Clinical tumor size was a strong predictive factor for OLNM. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12885-023-11189-3. BioMed Central 2023-09-04 /pmc/articles/PMC10476354/ /pubmed/37667180 http://dx.doi.org/10.1186/s12885-023-11189-3 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 Cai, Jing-Sheng Yang, Fan Wang, Xun Occult lymph node metastasis is not a favorable factor for resected NSCLC patients |
title | Occult lymph node metastasis is not a favorable factor for resected NSCLC patients |
title_full | Occult lymph node metastasis is not a favorable factor for resected NSCLC patients |
title_fullStr | Occult lymph node metastasis is not a favorable factor for resected NSCLC patients |
title_full_unstemmed | Occult lymph node metastasis is not a favorable factor for resected NSCLC patients |
title_short | Occult lymph node metastasis is not a favorable factor for resected NSCLC patients |
title_sort | occult lymph node metastasis is not a favorable factor for resected nsclc patients |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10476354/ https://www.ncbi.nlm.nih.gov/pubmed/37667180 http://dx.doi.org/10.1186/s12885-023-11189-3 |
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