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Prognostic Impact of An Integrative Landscape of Clinical, Immune, and Molecular Features in Non-Metastatic Rectal Cancer
Rectal Cancer (RC) is a complex disease that involves highly variable treatment responses. Currently, there is a lack of reliable markers beyond TNM to deliver a personalized treatment in a cancer setting where the goal is a curative treatment. Here, we performed an integrated characterization of th...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8777220/ https://www.ncbi.nlm.nih.gov/pubmed/35071006 http://dx.doi.org/10.3389/fonc.2021.801880 |
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author | Iseas, Soledad Sendoya, Juan M. Robbio, Juan Coraglio, Mariana Kujaruk, Mirta Mikolaitis, Vanesa Rizzolo, Mariana Cabanne, Ana Ruiz, Gonzalo Salanova, Rubén Gualdrini, Ubaldo Méndez, Guillermo Antelo, Marina Carballido, Marcela Rotondaro, Cecilia Viglino, Julieta Eleta, Martín Di Sibio, Alejandro Podhajcer, Osvaldo L. Roca, Enrique Llera, Andrea S. Golubicki, Mariano Abba, Martín Carlos |
author_facet | Iseas, Soledad Sendoya, Juan M. Robbio, Juan Coraglio, Mariana Kujaruk, Mirta Mikolaitis, Vanesa Rizzolo, Mariana Cabanne, Ana Ruiz, Gonzalo Salanova, Rubén Gualdrini, Ubaldo Méndez, Guillermo Antelo, Marina Carballido, Marcela Rotondaro, Cecilia Viglino, Julieta Eleta, Martín Di Sibio, Alejandro Podhajcer, Osvaldo L. Roca, Enrique Llera, Andrea S. Golubicki, Mariano Abba, Martín Carlos |
author_sort | Iseas, Soledad |
collection | PubMed |
description | Rectal Cancer (RC) is a complex disease that involves highly variable treatment responses. Currently, there is a lack of reliable markers beyond TNM to deliver a personalized treatment in a cancer setting where the goal is a curative treatment. Here, we performed an integrated characterization of the predictive and prognostic role of clinical features, mismatch-repair deficiency markers, HER2, CDX2, PD-L1 expression, and CD3(−)CD8(+) tumor-infiltrating lymphocytes (TILs) coupled with targeted DNA sequencing of 76 non-metastatic RC patients assigned to total mesorectal excision upfront (TME; n = 15) or neoadjuvant chemo-radiotherapy treatment (nCRT; n = 61) followed by TME. Eighty-two percent of RC cases displayed mutations affecting cancer driver genes such as TP53, APC, KRAS, ATM, and PIK3CA. Good response to nCRT treatment was observed in approximately 40% of the RC cases, and poor pathological tumor regression was significantly associated with worse disease-free survival (DFS, HR = 3.45; 95%CI = 1.14–10.4; p = 0.028). High neutrophils-platelets score (NPS) (OR = 10.52; 95%CI=1.34–82.6; p = 0.025) and KRAS mutated cases (OR = 5.49; 95%CI = 1.06–28.4; p = 0.042) were identified as independent predictive factors of poor response to nCRT treatment in a multivariate analysis. Furthermore, a Cox proportional-hazard model showed that the KRAS mutational status was an independent prognostic factor associated with higher risk of local recurrence (HR = 9.68; 95%CI = 1.01–93.2; p <0.05) and shorter DFS (HR = 2.55; 95%CI = 1.05–6.21; p <0.05), while high CEA serum levels were associated with poor DFS (HR = 2.63; 95%CI = 1.01–6.85; p <0.05). Integrated clinical and molecular-based unsupervised analysis allowed us to identify two RC prognostic groups (cluster 1 and cluster 2) associated with disease-specific OS (HR = 20.64; 95%CI = 2.63–162.2; p <0.0001), metastasis-free survival (HR = 3.67; 95%CI = 1.22–11; p = 0.012), local recurrence-free survival (HR = 3.34; 95%CI = 0.96–11.6; p = 0.043) and worse DFS (HR = 2.68; 95%CI = 1.18–6.06; p = 0.012). The worst prognosis cluster 2 was enriched by stage III high-risk clinical tumors, poor responders to nCRT, with low TILs density and high frequency of KRAS and TP53 mutated cases compared with the best prognosis cluster 1 (p <0.05). Overall, this study provides a comprehensive and integrated characterization of non-metastatic RC cases as a new insight to deliver a personalized therapeutic approach. |
format | Online Article Text |
id | pubmed-8777220 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-87772202022-01-22 Prognostic Impact of An Integrative Landscape of Clinical, Immune, and Molecular Features in Non-Metastatic Rectal Cancer Iseas, Soledad Sendoya, Juan M. Robbio, Juan Coraglio, Mariana Kujaruk, Mirta Mikolaitis, Vanesa Rizzolo, Mariana Cabanne, Ana Ruiz, Gonzalo Salanova, Rubén Gualdrini, Ubaldo Méndez, Guillermo Antelo, Marina Carballido, Marcela Rotondaro, Cecilia Viglino, Julieta Eleta, Martín Di Sibio, Alejandro Podhajcer, Osvaldo L. Roca, Enrique Llera, Andrea S. Golubicki, Mariano Abba, Martín Carlos Front Oncol Oncology Rectal Cancer (RC) is a complex disease that involves highly variable treatment responses. Currently, there is a lack of reliable markers beyond TNM to deliver a personalized treatment in a cancer setting where the goal is a curative treatment. Here, we performed an integrated characterization of the predictive and prognostic role of clinical features, mismatch-repair deficiency markers, HER2, CDX2, PD-L1 expression, and CD3(−)CD8(+) tumor-infiltrating lymphocytes (TILs) coupled with targeted DNA sequencing of 76 non-metastatic RC patients assigned to total mesorectal excision upfront (TME; n = 15) or neoadjuvant chemo-radiotherapy treatment (nCRT; n = 61) followed by TME. Eighty-two percent of RC cases displayed mutations affecting cancer driver genes such as TP53, APC, KRAS, ATM, and PIK3CA. Good response to nCRT treatment was observed in approximately 40% of the RC cases, and poor pathological tumor regression was significantly associated with worse disease-free survival (DFS, HR = 3.45; 95%CI = 1.14–10.4; p = 0.028). High neutrophils-platelets score (NPS) (OR = 10.52; 95%CI=1.34–82.6; p = 0.025) and KRAS mutated cases (OR = 5.49; 95%CI = 1.06–28.4; p = 0.042) were identified as independent predictive factors of poor response to nCRT treatment in a multivariate analysis. Furthermore, a Cox proportional-hazard model showed that the KRAS mutational status was an independent prognostic factor associated with higher risk of local recurrence (HR = 9.68; 95%CI = 1.01–93.2; p <0.05) and shorter DFS (HR = 2.55; 95%CI = 1.05–6.21; p <0.05), while high CEA serum levels were associated with poor DFS (HR = 2.63; 95%CI = 1.01–6.85; p <0.05). Integrated clinical and molecular-based unsupervised analysis allowed us to identify two RC prognostic groups (cluster 1 and cluster 2) associated with disease-specific OS (HR = 20.64; 95%CI = 2.63–162.2; p <0.0001), metastasis-free survival (HR = 3.67; 95%CI = 1.22–11; p = 0.012), local recurrence-free survival (HR = 3.34; 95%CI = 0.96–11.6; p = 0.043) and worse DFS (HR = 2.68; 95%CI = 1.18–6.06; p = 0.012). The worst prognosis cluster 2 was enriched by stage III high-risk clinical tumors, poor responders to nCRT, with low TILs density and high frequency of KRAS and TP53 mutated cases compared with the best prognosis cluster 1 (p <0.05). Overall, this study provides a comprehensive and integrated characterization of non-metastatic RC cases as a new insight to deliver a personalized therapeutic approach. Frontiers Media S.A. 2022-01-07 /pmc/articles/PMC8777220/ /pubmed/35071006 http://dx.doi.org/10.3389/fonc.2021.801880 Text en Copyright © 2022 Iseas, Sendoya, Robbio, Coraglio, Kujaruk, Mikolaitis, Rizzolo, Cabanne, Ruiz, Salanova, Gualdrini, Méndez, Antelo, Carballido, Rotondaro, Viglino, Eleta, Di Sibio, Podhajcer, Roca, Llera, Golubicki and Abba https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Iseas, Soledad Sendoya, Juan M. Robbio, Juan Coraglio, Mariana Kujaruk, Mirta Mikolaitis, Vanesa Rizzolo, Mariana Cabanne, Ana Ruiz, Gonzalo Salanova, Rubén Gualdrini, Ubaldo Méndez, Guillermo Antelo, Marina Carballido, Marcela Rotondaro, Cecilia Viglino, Julieta Eleta, Martín Di Sibio, Alejandro Podhajcer, Osvaldo L. Roca, Enrique Llera, Andrea S. Golubicki, Mariano Abba, Martín Carlos Prognostic Impact of An Integrative Landscape of Clinical, Immune, and Molecular Features in Non-Metastatic Rectal Cancer |
title | Prognostic Impact of An Integrative Landscape of Clinical, Immune, and Molecular Features in Non-Metastatic Rectal Cancer |
title_full | Prognostic Impact of An Integrative Landscape of Clinical, Immune, and Molecular Features in Non-Metastatic Rectal Cancer |
title_fullStr | Prognostic Impact of An Integrative Landscape of Clinical, Immune, and Molecular Features in Non-Metastatic Rectal Cancer |
title_full_unstemmed | Prognostic Impact of An Integrative Landscape of Clinical, Immune, and Molecular Features in Non-Metastatic Rectal Cancer |
title_short | Prognostic Impact of An Integrative Landscape of Clinical, Immune, and Molecular Features in Non-Metastatic Rectal Cancer |
title_sort | prognostic impact of an integrative landscape of clinical, immune, and molecular features in non-metastatic rectal cancer |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8777220/ https://www.ncbi.nlm.nih.gov/pubmed/35071006 http://dx.doi.org/10.3389/fonc.2021.801880 |
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