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A predictive signature for oxaliplatin and 5-fluorouracil based chemotherapy in locally advanced gastric cancer
Adjuvant chemotherapy(AC) plays a substantial role in the treatment of locally advanced gastric cancer (LAGC), but the response remains poor. We aims to improve its efficacy in LAGC. Therefore, we identified the expression of eight genes closely associated with platinum and fluorouracil metabolism (...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Neoplasia Press
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7576514/ https://www.ncbi.nlm.nih.gov/pubmed/33091827 http://dx.doi.org/10.1016/j.tranon.2020.100901 |
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author | Wang, Qinchuan Liu, Xiyong Chen, Chen Chen, Jida Xu, Beisi Chen, Lini Zhou, Jichun Huang, Yasheng Chen, Wenjun Teng, Rongyue Zhao, Wenhe Jin, Lidan Shen, Jun Shen, Jianguo Yen, Yun Wang, Linbo |
author_facet | Wang, Qinchuan Liu, Xiyong Chen, Chen Chen, Jida Xu, Beisi Chen, Lini Zhou, Jichun Huang, Yasheng Chen, Wenjun Teng, Rongyue Zhao, Wenhe Jin, Lidan Shen, Jun Shen, Jianguo Yen, Yun Wang, Linbo |
author_sort | Wang, Qinchuan |
collection | PubMed |
description | Adjuvant chemotherapy(AC) plays a substantial role in the treatment of locally advanced gastric cancer (LAGC), but the response remains poor. We aims to improve its efficacy in LAGC. Therefore, we identified the expression of eight genes closely associated with platinum and fluorouracil metabolism (RRM1, RRM2, RRM2B, POLH, DUT, TYMS, TYMP, MKI67) in the discovery cohort (N=291). And we further validated the findings in TCGA (N=279) and GEO. Overall survival (OS) was used as an endpoint. Univariate and multivariate Cox models were applied. A multivariate Cox regression model was simulated to predict the OS. In the discovery cohort, the univariate Cox model indicated that AC was beneficial to high-RRM1, high-DUT, low-RRM2, low-RRM2B, low-POLH, low-KI67, low-TYMS or low-TYMP patients, the results were validated in the TCGA cohort. The multivariate Cox model showed consistent results. Cumulative analysis indicated that patients with low C-Score respond poorly to the AC, whereas the high and medium C-Score patients significantly benefit from AC. A risk model based on the above variables successfully predicted the OS in both cohorts (AUC=0.75 and 0.67, respectively). Further validation in a panel of gastric cancer cell (GC) lines (N=37) indicated that C-Score is significantly associated with IC50 value to fluorouracil. Mutation profiling showed that C-Score was associated with the number and types of mutations. In conclusion, we successfully simulated a predictive signature for the efficacy of AC in LAGC patients and further explored the potential mechanisms. Our findings could promote precision medicine and improve the prognosis of LAGC patients. |
format | Online Article Text |
id | pubmed-7576514 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Neoplasia Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-75765142020-10-30 A predictive signature for oxaliplatin and 5-fluorouracil based chemotherapy in locally advanced gastric cancer Wang, Qinchuan Liu, Xiyong Chen, Chen Chen, Jida Xu, Beisi Chen, Lini Zhou, Jichun Huang, Yasheng Chen, Wenjun Teng, Rongyue Zhao, Wenhe Jin, Lidan Shen, Jun Shen, Jianguo Yen, Yun Wang, Linbo Transl Oncol Original Research Adjuvant chemotherapy(AC) plays a substantial role in the treatment of locally advanced gastric cancer (LAGC), but the response remains poor. We aims to improve its efficacy in LAGC. Therefore, we identified the expression of eight genes closely associated with platinum and fluorouracil metabolism (RRM1, RRM2, RRM2B, POLH, DUT, TYMS, TYMP, MKI67) in the discovery cohort (N=291). And we further validated the findings in TCGA (N=279) and GEO. Overall survival (OS) was used as an endpoint. Univariate and multivariate Cox models were applied. A multivariate Cox regression model was simulated to predict the OS. In the discovery cohort, the univariate Cox model indicated that AC was beneficial to high-RRM1, high-DUT, low-RRM2, low-RRM2B, low-POLH, low-KI67, low-TYMS or low-TYMP patients, the results were validated in the TCGA cohort. The multivariate Cox model showed consistent results. Cumulative analysis indicated that patients with low C-Score respond poorly to the AC, whereas the high and medium C-Score patients significantly benefit from AC. A risk model based on the above variables successfully predicted the OS in both cohorts (AUC=0.75 and 0.67, respectively). Further validation in a panel of gastric cancer cell (GC) lines (N=37) indicated that C-Score is significantly associated with IC50 value to fluorouracil. Mutation profiling showed that C-Score was associated with the number and types of mutations. In conclusion, we successfully simulated a predictive signature for the efficacy of AC in LAGC patients and further explored the potential mechanisms. Our findings could promote precision medicine and improve the prognosis of LAGC patients. Neoplasia Press 2020-10-20 /pmc/articles/PMC7576514/ /pubmed/33091827 http://dx.doi.org/10.1016/j.tranon.2020.100901 Text en © 2020 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Original Research Wang, Qinchuan Liu, Xiyong Chen, Chen Chen, Jida Xu, Beisi Chen, Lini Zhou, Jichun Huang, Yasheng Chen, Wenjun Teng, Rongyue Zhao, Wenhe Jin, Lidan Shen, Jun Shen, Jianguo Yen, Yun Wang, Linbo A predictive signature for oxaliplatin and 5-fluorouracil based chemotherapy in locally advanced gastric cancer |
title | A predictive signature for oxaliplatin and 5-fluorouracil based chemotherapy in locally advanced gastric cancer |
title_full | A predictive signature for oxaliplatin and 5-fluorouracil based chemotherapy in locally advanced gastric cancer |
title_fullStr | A predictive signature for oxaliplatin and 5-fluorouracil based chemotherapy in locally advanced gastric cancer |
title_full_unstemmed | A predictive signature for oxaliplatin and 5-fluorouracil based chemotherapy in locally advanced gastric cancer |
title_short | A predictive signature for oxaliplatin and 5-fluorouracil based chemotherapy in locally advanced gastric cancer |
title_sort | predictive signature for oxaliplatin and 5-fluorouracil based chemotherapy in locally advanced gastric cancer |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7576514/ https://www.ncbi.nlm.nih.gov/pubmed/33091827 http://dx.doi.org/10.1016/j.tranon.2020.100901 |
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