Cargando…
Molecular differences between lymph nodes and distant metastases compared with primaries in colorectal cancer patients
Lymph nodes (LNs) and distant metastases can arise from independent subclones of the primary tumor. Herein, we characterized the molecular landscape and the differences between LNs, distant metastases and primary colorectal cancers (CRCs). Samples were analyzed using next generation sequencing (NGS,...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8551277/ https://www.ncbi.nlm.nih.gov/pubmed/34707195 http://dx.doi.org/10.1038/s41698-021-00230-y |
_version_ | 1784591122350211072 |
---|---|
author | Puccini, Alberto Seeber, Andreas Xiu, Joanne Goldberg, Richard M. Soldato, Davide Grothey, Axel Shields, Anthony F. Salem, Mohamed E. Battaglin, Francesca Berger, Martin D. El-Deiry, Wafik S. Tokunaga, Ryuma Naseem, Madiha Zhang, Wu Arora, Sukeshi Patel Khushman, Moh’d M. Hall, Michael J. Philip, Philip A. Marshall, John L. Korn, W. Michael Lenz, Heinz-Josef |
author_facet | Puccini, Alberto Seeber, Andreas Xiu, Joanne Goldberg, Richard M. Soldato, Davide Grothey, Axel Shields, Anthony F. Salem, Mohamed E. Battaglin, Francesca Berger, Martin D. El-Deiry, Wafik S. Tokunaga, Ryuma Naseem, Madiha Zhang, Wu Arora, Sukeshi Patel Khushman, Moh’d M. Hall, Michael J. Philip, Philip A. Marshall, John L. Korn, W. Michael Lenz, Heinz-Josef |
author_sort | Puccini, Alberto |
collection | PubMed |
description | Lymph nodes (LNs) and distant metastases can arise from independent subclones of the primary tumor. Herein, we characterized the molecular landscape and the differences between LNs, distant metastases and primary colorectal cancers (CRCs). Samples were analyzed using next generation sequencing (NGS, MiSeq on 47 genes, NextSeq on 592 genes) and immunohistochemistry. Tumor mutational burden (TMB) was calculated based on somatic nonsynonymous missense mutations, and microsatellite instability (MSI) was evaluated by NGS of known MSI loci. In total, 11,871 samples were examined, comprising primaries (N = 5862), distant (N = 5605) and LNs metastases (N = 404). The most frequently mutated genes in LNs were TP53 (72%), APC (61%), KRAS (39%), ARID1A (20%), PIK3CA (12%). LNs showed a higher mean TMB (13 mut/MB) vs distant metastases (9 mut/MB, p < 0.0001). TMB-high (≥17mut/MB) and MSI-H (8.8% and 6.9% vs 3.7%, p < 0.001 and p = 0.017, respectively) classifications were more frequent in primaries and LNs vs distant metastases (9.5% and 8.8% vs 4.2%, p < 0.001 and p = 0.001, respectively). TMB-high is significantly more common in LNs vs distant metastases and primaries (P < 0.0001), regardless MSI-H status. Overall, LNs showed significantly different rates of mutations in APC, KRAS, PI3KCA, KDM6A, and BRIP1 (p < 0.01) vs primaries, while presenting a distinct molecular profile compared to distant metastases. Our cohort of 30 paired samples confirmed the molecular heterogeneity between primaries, LNs, and distant metastases. Our data support the hypothesis that lymphatic and distant metastases harbor different mutational landscape. Our findings are hypothesis generating and need to be examined in prospective studies. |
format | Online Article Text |
id | pubmed-8551277 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-85512772021-10-29 Molecular differences between lymph nodes and distant metastases compared with primaries in colorectal cancer patients Puccini, Alberto Seeber, Andreas Xiu, Joanne Goldberg, Richard M. Soldato, Davide Grothey, Axel Shields, Anthony F. Salem, Mohamed E. Battaglin, Francesca Berger, Martin D. El-Deiry, Wafik S. Tokunaga, Ryuma Naseem, Madiha Zhang, Wu Arora, Sukeshi Patel Khushman, Moh’d M. Hall, Michael J. Philip, Philip A. Marshall, John L. Korn, W. Michael Lenz, Heinz-Josef NPJ Precis Oncol Article Lymph nodes (LNs) and distant metastases can arise from independent subclones of the primary tumor. Herein, we characterized the molecular landscape and the differences between LNs, distant metastases and primary colorectal cancers (CRCs). Samples were analyzed using next generation sequencing (NGS, MiSeq on 47 genes, NextSeq on 592 genes) and immunohistochemistry. Tumor mutational burden (TMB) was calculated based on somatic nonsynonymous missense mutations, and microsatellite instability (MSI) was evaluated by NGS of known MSI loci. In total, 11,871 samples were examined, comprising primaries (N = 5862), distant (N = 5605) and LNs metastases (N = 404). The most frequently mutated genes in LNs were TP53 (72%), APC (61%), KRAS (39%), ARID1A (20%), PIK3CA (12%). LNs showed a higher mean TMB (13 mut/MB) vs distant metastases (9 mut/MB, p < 0.0001). TMB-high (≥17mut/MB) and MSI-H (8.8% and 6.9% vs 3.7%, p < 0.001 and p = 0.017, respectively) classifications were more frequent in primaries and LNs vs distant metastases (9.5% and 8.8% vs 4.2%, p < 0.001 and p = 0.001, respectively). TMB-high is significantly more common in LNs vs distant metastases and primaries (P < 0.0001), regardless MSI-H status. Overall, LNs showed significantly different rates of mutations in APC, KRAS, PI3KCA, KDM6A, and BRIP1 (p < 0.01) vs primaries, while presenting a distinct molecular profile compared to distant metastases. Our cohort of 30 paired samples confirmed the molecular heterogeneity between primaries, LNs, and distant metastases. Our data support the hypothesis that lymphatic and distant metastases harbor different mutational landscape. Our findings are hypothesis generating and need to be examined in prospective studies. Nature Publishing Group UK 2021-10-27 /pmc/articles/PMC8551277/ /pubmed/34707195 http://dx.doi.org/10.1038/s41698-021-00230-y 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 Puccini, Alberto Seeber, Andreas Xiu, Joanne Goldberg, Richard M. Soldato, Davide Grothey, Axel Shields, Anthony F. Salem, Mohamed E. Battaglin, Francesca Berger, Martin D. El-Deiry, Wafik S. Tokunaga, Ryuma Naseem, Madiha Zhang, Wu Arora, Sukeshi Patel Khushman, Moh’d M. Hall, Michael J. Philip, Philip A. Marshall, John L. Korn, W. Michael Lenz, Heinz-Josef Molecular differences between lymph nodes and distant metastases compared with primaries in colorectal cancer patients |
title | Molecular differences between lymph nodes and distant metastases compared with primaries in colorectal cancer patients |
title_full | Molecular differences between lymph nodes and distant metastases compared with primaries in colorectal cancer patients |
title_fullStr | Molecular differences between lymph nodes and distant metastases compared with primaries in colorectal cancer patients |
title_full_unstemmed | Molecular differences between lymph nodes and distant metastases compared with primaries in colorectal cancer patients |
title_short | Molecular differences between lymph nodes and distant metastases compared with primaries in colorectal cancer patients |
title_sort | molecular differences between lymph nodes and distant metastases compared with primaries in colorectal cancer patients |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8551277/ https://www.ncbi.nlm.nih.gov/pubmed/34707195 http://dx.doi.org/10.1038/s41698-021-00230-y |
work_keys_str_mv | AT puccinialberto moleculardifferencesbetweenlymphnodesanddistantmetastasescomparedwithprimariesincolorectalcancerpatients AT seeberandreas moleculardifferencesbetweenlymphnodesanddistantmetastasescomparedwithprimariesincolorectalcancerpatients AT xiujoanne moleculardifferencesbetweenlymphnodesanddistantmetastasescomparedwithprimariesincolorectalcancerpatients AT goldbergrichardm moleculardifferencesbetweenlymphnodesanddistantmetastasescomparedwithprimariesincolorectalcancerpatients AT soldatodavide moleculardifferencesbetweenlymphnodesanddistantmetastasescomparedwithprimariesincolorectalcancerpatients AT grotheyaxel moleculardifferencesbetweenlymphnodesanddistantmetastasescomparedwithprimariesincolorectalcancerpatients AT shieldsanthonyf moleculardifferencesbetweenlymphnodesanddistantmetastasescomparedwithprimariesincolorectalcancerpatients AT salemmohamede moleculardifferencesbetweenlymphnodesanddistantmetastasescomparedwithprimariesincolorectalcancerpatients AT battaglinfrancesca moleculardifferencesbetweenlymphnodesanddistantmetastasescomparedwithprimariesincolorectalcancerpatients AT bergermartind moleculardifferencesbetweenlymphnodesanddistantmetastasescomparedwithprimariesincolorectalcancerpatients AT eldeirywafiks moleculardifferencesbetweenlymphnodesanddistantmetastasescomparedwithprimariesincolorectalcancerpatients AT tokunagaryuma moleculardifferencesbetweenlymphnodesanddistantmetastasescomparedwithprimariesincolorectalcancerpatients AT naseemmadiha moleculardifferencesbetweenlymphnodesanddistantmetastasescomparedwithprimariesincolorectalcancerpatients AT zhangwu moleculardifferencesbetweenlymphnodesanddistantmetastasescomparedwithprimariesincolorectalcancerpatients AT arorasukeshipatel moleculardifferencesbetweenlymphnodesanddistantmetastasescomparedwithprimariesincolorectalcancerpatients AT khushmanmohdm moleculardifferencesbetweenlymphnodesanddistantmetastasescomparedwithprimariesincolorectalcancerpatients AT hallmichaelj moleculardifferencesbetweenlymphnodesanddistantmetastasescomparedwithprimariesincolorectalcancerpatients AT philipphilipa moleculardifferencesbetweenlymphnodesanddistantmetastasescomparedwithprimariesincolorectalcancerpatients AT marshalljohnl moleculardifferencesbetweenlymphnodesanddistantmetastasescomparedwithprimariesincolorectalcancerpatients AT kornwmichael moleculardifferencesbetweenlymphnodesanddistantmetastasescomparedwithprimariesincolorectalcancerpatients AT lenzheinzjosef moleculardifferencesbetweenlymphnodesanddistantmetastasescomparedwithprimariesincolorectalcancerpatients |