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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
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.
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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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