Cargando…
A Prehepatectomy Circulating Exosomal microRNA Signature Predicts the Prognosis and Adjuvant Chemotherapeutic Benefits in Colorectal Liver Metastasis
SIMPLE SUMMARY: Exosomal miRNAs are associated with colorectal cancer liver metastasis (CRLM)-related biological behavior and prognosis. However, an exosomal miRNA signature predicting postoperative survival and the value of adjuvant chemotherapy for CRLM remains elusive. Using miRNA sequencing and...
Autores principales: | , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8428239/ https://www.ncbi.nlm.nih.gov/pubmed/34503068 http://dx.doi.org/10.3390/cancers13174258 |
_version_ | 1783750338766962688 |
---|---|
author | Wang, Yun Chen, Xiuxing Lin, Haocheng Sun, Xiaoqiang Fong, William Pat Wu, Xiaojun Pan, Zhizhong Yuan, Yunfei Liang, Jieying Wang, Deshen Du, Ziming Xing, Baocai Li, Yuhong |
author_facet | Wang, Yun Chen, Xiuxing Lin, Haocheng Sun, Xiaoqiang Fong, William Pat Wu, Xiaojun Pan, Zhizhong Yuan, Yunfei Liang, Jieying Wang, Deshen Du, Ziming Xing, Baocai Li, Yuhong |
author_sort | Wang, Yun |
collection | PubMed |
description | SIMPLE SUMMARY: Exosomal miRNAs are associated with colorectal cancer liver metastasis (CRLM)-related biological behavior and prognosis. However, an exosomal miRNA signature predicting postoperative survival and the value of adjuvant chemotherapy for CRLM remains elusive. Using miRNA sequencing and the LASSO model, we constructed an miRNA signature comprising four exosomes. The signature showed a good predictive performance for patient outcome and the advantage of adjuvant chemotherapy after hepatectomy in two institutions’ training and validation cohorts. In addition, we found that the four miRNAs could target signaling molecules playing crucial roles in colorectal cancer metastasis, vesicle-related processing, and T cell activation. Furthermore, the exosomal miRNA score also increased with the decreasing Immunoscore. We believe that our signature can predict the prognosis and guide adjuvant chemotherapy decisions after liver metastasectomy in CRLM patients, further improving the predictive performance of the current CRLM predictive model system. ABSTRACT: Background: The clinical risk score (CRS) for prediction and treatment decision in colorectal liver metastasis (CRLM) is important, but imprecise. Exosomal miRNAs play critical roles in CRLM-related biological behavior. However, an exosomal miRNA score system for predicting posthepatectomy survival and the adjuvant chemotherapy benefit of CRLM remains elusive. Methods: miRNA sequencing was used to identify differentially expressed miRNAs, and the LASSO model was used to select miRNAs to construct the intent model. The predictive performance of the model was evaluated by the area under the ROC curve (AUC) in the training, internal validation, and external validation cohorts. Results: Sixteen differentially expressed exosomal miRNAs were identified, and four miRNAs were selected for model construction. Our model performed well in predicting prognosis with five-year AUCs of 0.70 (95% CI: 0.59–0.81), 0.70 (0.61–0.81), and 0.72 (057–0.86) in the training, internal, and external validation cohorts, respectively. miRNA classifier high-risk patients had better survival benefit from adjuvant chemotherapy regardless of CRS. All four miRNAs target signaling molecules play crucial roles in colorectal cancer metastasis, vesicle-related processing, and T cell activation. It also negatively correlated with the liver metastasis Immunoscore. Conclusion: We developed a circulating exosomal miRNA signature that can predict the prognosis and guide adjuvant chemotherapy decisions after hepatectomy in CRLM. |
format | Online Article Text |
id | pubmed-8428239 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-84282392021-09-10 A Prehepatectomy Circulating Exosomal microRNA Signature Predicts the Prognosis and Adjuvant Chemotherapeutic Benefits in Colorectal Liver Metastasis Wang, Yun Chen, Xiuxing Lin, Haocheng Sun, Xiaoqiang Fong, William Pat Wu, Xiaojun Pan, Zhizhong Yuan, Yunfei Liang, Jieying Wang, Deshen Du, Ziming Xing, Baocai Li, Yuhong Cancers (Basel) Article SIMPLE SUMMARY: Exosomal miRNAs are associated with colorectal cancer liver metastasis (CRLM)-related biological behavior and prognosis. However, an exosomal miRNA signature predicting postoperative survival and the value of adjuvant chemotherapy for CRLM remains elusive. Using miRNA sequencing and the LASSO model, we constructed an miRNA signature comprising four exosomes. The signature showed a good predictive performance for patient outcome and the advantage of adjuvant chemotherapy after hepatectomy in two institutions’ training and validation cohorts. In addition, we found that the four miRNAs could target signaling molecules playing crucial roles in colorectal cancer metastasis, vesicle-related processing, and T cell activation. Furthermore, the exosomal miRNA score also increased with the decreasing Immunoscore. We believe that our signature can predict the prognosis and guide adjuvant chemotherapy decisions after liver metastasectomy in CRLM patients, further improving the predictive performance of the current CRLM predictive model system. ABSTRACT: Background: The clinical risk score (CRS) for prediction and treatment decision in colorectal liver metastasis (CRLM) is important, but imprecise. Exosomal miRNAs play critical roles in CRLM-related biological behavior. However, an exosomal miRNA score system for predicting posthepatectomy survival and the adjuvant chemotherapy benefit of CRLM remains elusive. Methods: miRNA sequencing was used to identify differentially expressed miRNAs, and the LASSO model was used to select miRNAs to construct the intent model. The predictive performance of the model was evaluated by the area under the ROC curve (AUC) in the training, internal validation, and external validation cohorts. Results: Sixteen differentially expressed exosomal miRNAs were identified, and four miRNAs were selected for model construction. Our model performed well in predicting prognosis with five-year AUCs of 0.70 (95% CI: 0.59–0.81), 0.70 (0.61–0.81), and 0.72 (057–0.86) in the training, internal, and external validation cohorts, respectively. miRNA classifier high-risk patients had better survival benefit from adjuvant chemotherapy regardless of CRS. All four miRNAs target signaling molecules play crucial roles in colorectal cancer metastasis, vesicle-related processing, and T cell activation. It also negatively correlated with the liver metastasis Immunoscore. Conclusion: We developed a circulating exosomal miRNA signature that can predict the prognosis and guide adjuvant chemotherapy decisions after hepatectomy in CRLM. MDPI 2021-08-24 /pmc/articles/PMC8428239/ /pubmed/34503068 http://dx.doi.org/10.3390/cancers13174258 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Wang, Yun Chen, Xiuxing Lin, Haocheng Sun, Xiaoqiang Fong, William Pat Wu, Xiaojun Pan, Zhizhong Yuan, Yunfei Liang, Jieying Wang, Deshen Du, Ziming Xing, Baocai Li, Yuhong A Prehepatectomy Circulating Exosomal microRNA Signature Predicts the Prognosis and Adjuvant Chemotherapeutic Benefits in Colorectal Liver Metastasis |
title | A Prehepatectomy Circulating Exosomal microRNA Signature Predicts the Prognosis and Adjuvant Chemotherapeutic Benefits in Colorectal Liver Metastasis |
title_full | A Prehepatectomy Circulating Exosomal microRNA Signature Predicts the Prognosis and Adjuvant Chemotherapeutic Benefits in Colorectal Liver Metastasis |
title_fullStr | A Prehepatectomy Circulating Exosomal microRNA Signature Predicts the Prognosis and Adjuvant Chemotherapeutic Benefits in Colorectal Liver Metastasis |
title_full_unstemmed | A Prehepatectomy Circulating Exosomal microRNA Signature Predicts the Prognosis and Adjuvant Chemotherapeutic Benefits in Colorectal Liver Metastasis |
title_short | A Prehepatectomy Circulating Exosomal microRNA Signature Predicts the Prognosis and Adjuvant Chemotherapeutic Benefits in Colorectal Liver Metastasis |
title_sort | prehepatectomy circulating exosomal microrna signature predicts the prognosis and adjuvant chemotherapeutic benefits in colorectal liver metastasis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8428239/ https://www.ncbi.nlm.nih.gov/pubmed/34503068 http://dx.doi.org/10.3390/cancers13174258 |
work_keys_str_mv | AT wangyun aprehepatectomycirculatingexosomalmicrornasignaturepredictstheprognosisandadjuvantchemotherapeuticbenefitsincolorectallivermetastasis AT chenxiuxing aprehepatectomycirculatingexosomalmicrornasignaturepredictstheprognosisandadjuvantchemotherapeuticbenefitsincolorectallivermetastasis AT linhaocheng aprehepatectomycirculatingexosomalmicrornasignaturepredictstheprognosisandadjuvantchemotherapeuticbenefitsincolorectallivermetastasis AT sunxiaoqiang aprehepatectomycirculatingexosomalmicrornasignaturepredictstheprognosisandadjuvantchemotherapeuticbenefitsincolorectallivermetastasis AT fongwilliampat aprehepatectomycirculatingexosomalmicrornasignaturepredictstheprognosisandadjuvantchemotherapeuticbenefitsincolorectallivermetastasis AT wuxiaojun aprehepatectomycirculatingexosomalmicrornasignaturepredictstheprognosisandadjuvantchemotherapeuticbenefitsincolorectallivermetastasis AT panzhizhong aprehepatectomycirculatingexosomalmicrornasignaturepredictstheprognosisandadjuvantchemotherapeuticbenefitsincolorectallivermetastasis AT yuanyunfei aprehepatectomycirculatingexosomalmicrornasignaturepredictstheprognosisandadjuvantchemotherapeuticbenefitsincolorectallivermetastasis AT liangjieying aprehepatectomycirculatingexosomalmicrornasignaturepredictstheprognosisandadjuvantchemotherapeuticbenefitsincolorectallivermetastasis AT wangdeshen aprehepatectomycirculatingexosomalmicrornasignaturepredictstheprognosisandadjuvantchemotherapeuticbenefitsincolorectallivermetastasis AT duziming aprehepatectomycirculatingexosomalmicrornasignaturepredictstheprognosisandadjuvantchemotherapeuticbenefitsincolorectallivermetastasis AT xingbaocai aprehepatectomycirculatingexosomalmicrornasignaturepredictstheprognosisandadjuvantchemotherapeuticbenefitsincolorectallivermetastasis AT liyuhong aprehepatectomycirculatingexosomalmicrornasignaturepredictstheprognosisandadjuvantchemotherapeuticbenefitsincolorectallivermetastasis AT wangyun prehepatectomycirculatingexosomalmicrornasignaturepredictstheprognosisandadjuvantchemotherapeuticbenefitsincolorectallivermetastasis AT chenxiuxing prehepatectomycirculatingexosomalmicrornasignaturepredictstheprognosisandadjuvantchemotherapeuticbenefitsincolorectallivermetastasis AT linhaocheng prehepatectomycirculatingexosomalmicrornasignaturepredictstheprognosisandadjuvantchemotherapeuticbenefitsincolorectallivermetastasis AT sunxiaoqiang prehepatectomycirculatingexosomalmicrornasignaturepredictstheprognosisandadjuvantchemotherapeuticbenefitsincolorectallivermetastasis AT fongwilliampat prehepatectomycirculatingexosomalmicrornasignaturepredictstheprognosisandadjuvantchemotherapeuticbenefitsincolorectallivermetastasis AT wuxiaojun prehepatectomycirculatingexosomalmicrornasignaturepredictstheprognosisandadjuvantchemotherapeuticbenefitsincolorectallivermetastasis AT panzhizhong prehepatectomycirculatingexosomalmicrornasignaturepredictstheprognosisandadjuvantchemotherapeuticbenefitsincolorectallivermetastasis AT yuanyunfei prehepatectomycirculatingexosomalmicrornasignaturepredictstheprognosisandadjuvantchemotherapeuticbenefitsincolorectallivermetastasis AT liangjieying prehepatectomycirculatingexosomalmicrornasignaturepredictstheprognosisandadjuvantchemotherapeuticbenefitsincolorectallivermetastasis AT wangdeshen prehepatectomycirculatingexosomalmicrornasignaturepredictstheprognosisandadjuvantchemotherapeuticbenefitsincolorectallivermetastasis AT duziming prehepatectomycirculatingexosomalmicrornasignaturepredictstheprognosisandadjuvantchemotherapeuticbenefitsincolorectallivermetastasis AT xingbaocai prehepatectomycirculatingexosomalmicrornasignaturepredictstheprognosisandadjuvantchemotherapeuticbenefitsincolorectallivermetastasis AT liyuhong prehepatectomycirculatingexosomalmicrornasignaturepredictstheprognosisandadjuvantchemotherapeuticbenefitsincolorectallivermetastasis |