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Preoperative clinical and tumor genomic features associated with pathologic lymph node metastasis in clinical stage I and II lung adenocarcinoma

While next-generation sequencing (NGS) is used to guide therapy in patients with metastatic lung adenocarcinoma (LUAD), use of NGS to determine pathologic LN metastasis prior to surgery has not been assessed. To bridge this knowledge gap, we performed NGS using MSK-IMPACT in 426 treatment-naive pati...

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Autores principales: Caso, Raul, Connolly, James G., Zhou, Jian, Tan, Kay See, Choi, James J., Jones, Gregory D., Mastrogiacomo, Brooke, Sanchez-Vega, Francisco, Nguyen, Bastien, Rocco, Gaetano, Molena, Daniela, Sihag, Smita, Adusumilli, Prasad S., Bott, Matthew J., Jones, David R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8295366/
https://www.ncbi.nlm.nih.gov/pubmed/34290393
http://dx.doi.org/10.1038/s41698-021-00210-2
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author Caso, Raul
Connolly, James G.
Zhou, Jian
Tan, Kay See
Choi, James J.
Jones, Gregory D.
Mastrogiacomo, Brooke
Sanchez-Vega, Francisco
Nguyen, Bastien
Rocco, Gaetano
Molena, Daniela
Sihag, Smita
Adusumilli, Prasad S.
Bott, Matthew J.
Jones, David R.
author_facet Caso, Raul
Connolly, James G.
Zhou, Jian
Tan, Kay See
Choi, James J.
Jones, Gregory D.
Mastrogiacomo, Brooke
Sanchez-Vega, Francisco
Nguyen, Bastien
Rocco, Gaetano
Molena, Daniela
Sihag, Smita
Adusumilli, Prasad S.
Bott, Matthew J.
Jones, David R.
author_sort Caso, Raul
collection PubMed
description While next-generation sequencing (NGS) is used to guide therapy in patients with metastatic lung adenocarcinoma (LUAD), use of NGS to determine pathologic LN metastasis prior to surgery has not been assessed. To bridge this knowledge gap, we performed NGS using MSK-IMPACT in 426 treatment-naive patients with clinical N2-negative LUAD. A multivariable logistic regression model that considered preoperative clinical and genomic variables was constructed. Most patients had cN0 disease (85%) with pN0, pN1, and pN2 rates of 80%, 11%, and 9%, respectively. Genes altered at higher rates in pN-positive than in pN-negative tumors were STK11 (p = 0.024), SMARCA4 (p = 0.006), and SMAD4 (p = 0.011). Fraction of genome altered (p = 0.037), copy number amplifications (p = 0.001), and whole-genome doubling (p = 0.028) were higher in pN-positive tumors. Multivariable analysis revealed solid tumor morphology, tumor SUVmax, clinical stage, SMARCA4 and SMAD4 alterations were independently associated with pathologic LN metastasis. Incorporation of clinical and tumor genomic features can identify patients at risk of pathologic LN metastasis; this may guide therapy decisions before surgical resection.
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spelling pubmed-82953662021-08-05 Preoperative clinical and tumor genomic features associated with pathologic lymph node metastasis in clinical stage I and II lung adenocarcinoma Caso, Raul Connolly, James G. Zhou, Jian Tan, Kay See Choi, James J. Jones, Gregory D. Mastrogiacomo, Brooke Sanchez-Vega, Francisco Nguyen, Bastien Rocco, Gaetano Molena, Daniela Sihag, Smita Adusumilli, Prasad S. Bott, Matthew J. Jones, David R. NPJ Precis Oncol Article While next-generation sequencing (NGS) is used to guide therapy in patients with metastatic lung adenocarcinoma (LUAD), use of NGS to determine pathologic LN metastasis prior to surgery has not been assessed. To bridge this knowledge gap, we performed NGS using MSK-IMPACT in 426 treatment-naive patients with clinical N2-negative LUAD. A multivariable logistic regression model that considered preoperative clinical and genomic variables was constructed. Most patients had cN0 disease (85%) with pN0, pN1, and pN2 rates of 80%, 11%, and 9%, respectively. Genes altered at higher rates in pN-positive than in pN-negative tumors were STK11 (p = 0.024), SMARCA4 (p = 0.006), and SMAD4 (p = 0.011). Fraction of genome altered (p = 0.037), copy number amplifications (p = 0.001), and whole-genome doubling (p = 0.028) were higher in pN-positive tumors. Multivariable analysis revealed solid tumor morphology, tumor SUVmax, clinical stage, SMARCA4 and SMAD4 alterations were independently associated with pathologic LN metastasis. Incorporation of clinical and tumor genomic features can identify patients at risk of pathologic LN metastasis; this may guide therapy decisions before surgical resection. Nature Publishing Group UK 2021-07-21 /pmc/articles/PMC8295366/ /pubmed/34290393 http://dx.doi.org/10.1038/s41698-021-00210-2 Text en © The Author(s) 2021 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Caso, Raul
Connolly, James G.
Zhou, Jian
Tan, Kay See
Choi, James J.
Jones, Gregory D.
Mastrogiacomo, Brooke
Sanchez-Vega, Francisco
Nguyen, Bastien
Rocco, Gaetano
Molena, Daniela
Sihag, Smita
Adusumilli, Prasad S.
Bott, Matthew J.
Jones, David R.
Preoperative clinical and tumor genomic features associated with pathologic lymph node metastasis in clinical stage I and II lung adenocarcinoma
title Preoperative clinical and tumor genomic features associated with pathologic lymph node metastasis in clinical stage I and II lung adenocarcinoma
title_full Preoperative clinical and tumor genomic features associated with pathologic lymph node metastasis in clinical stage I and II lung adenocarcinoma
title_fullStr Preoperative clinical and tumor genomic features associated with pathologic lymph node metastasis in clinical stage I and II lung adenocarcinoma
title_full_unstemmed Preoperative clinical and tumor genomic features associated with pathologic lymph node metastasis in clinical stage I and II lung adenocarcinoma
title_short Preoperative clinical and tumor genomic features associated with pathologic lymph node metastasis in clinical stage I and II lung adenocarcinoma
title_sort preoperative clinical and tumor genomic features associated with pathologic lymph node metastasis in clinical stage i and ii lung adenocarcinoma
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8295366/
https://www.ncbi.nlm.nih.gov/pubmed/34290393
http://dx.doi.org/10.1038/s41698-021-00210-2
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