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Identification of a serum-based miRNA signature for response of esophageal squamous cell carcinoma to neoadjuvant chemotherapy
BACKGROUND: Neoadjuvant chemotherapy (NAC) has become the standard of care for resectable esophageal squamous cell carcinoma (ESCC) which is one of the most lethal cancers, to improve resectability and prognosis. On this basis, to provide individually optimized therapy for ESCC, a minimally-invasive...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6317218/ https://www.ncbi.nlm.nih.gov/pubmed/30602370 http://dx.doi.org/10.1186/s12967-018-1762-6 |
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author | Niwa, Yukiko Yamada, Suguru Sonohara, Fuminori Kurimoto, Keisuke Hayashi, Masamichi Tashiro, Mitsuru Iwata, Naoki Kanda, Mitsuro Tanaka, Chie Kobayashi, Daisuke Nakayama, Goro Koike, Masahiko Fujiwara, Michitaka Kodera, Yasuhiro |
author_facet | Niwa, Yukiko Yamada, Suguru Sonohara, Fuminori Kurimoto, Keisuke Hayashi, Masamichi Tashiro, Mitsuru Iwata, Naoki Kanda, Mitsuro Tanaka, Chie Kobayashi, Daisuke Nakayama, Goro Koike, Masahiko Fujiwara, Michitaka Kodera, Yasuhiro |
author_sort | Niwa, Yukiko |
collection | PubMed |
description | BACKGROUND: Neoadjuvant chemotherapy (NAC) has become the standard of care for resectable esophageal squamous cell carcinoma (ESCC) which is one of the most lethal cancers, to improve resectability and prognosis. On this basis, to provide individually optimized therapy for ESCC, a minimally-invasive biomarker for response to NAC is strongly desired. This study aimed to identify the miRNA signature in serum specimens taken from ESCC patients undergoing NAC through genome-wide microarray technology. METHODS: Comprehensive miRNA-expression profiles of serum specimens from ESCC patients before initial treatment were analyzed using microarray. A qPCR assay was performed to test the robustness of identified serum-based miRNA signature for discriminating response to NAC with serum specimens taken from 100 ESCC cases undergoing NAC. RESULTS: We prioritized 62 miRNAs differentially expressed between responders and non-responders (absolute log(2) fold change > 1.0, corresponding P < 0.05) and from the 62 miRNAs, we selected the miR-23a-5p, miR-193b-5p, and miR-873-3p, which were highly expressed in non-responders. Following qPCR analysis indicated the expression of miR-193b-5p and miR-873-3p in serum specimens were significantly higher in non-responders among three selected miRNAs (P = 0.004 and 0.001, respectively). Subsequently, we developed 2-miR-model (miR-193b-5p and miR-873-3p), 3-miR-model, and 2-miR + lymphatic invasion (ly) model based on logistic regression analysis, which achieved the better area under the receiver operating characteristic curves than those of single miRNAs as 2-miR-model, 0.70 (95% CI 0.57 to 0.82); 3-miR-model, 0.70 (95% CI 0.57 to 0.83); and 2-miR + ly, 0.73 (95% CI 0.60–0.86), respectively. Furthermore, we compared the detective power of the combined model: 2-miR + ly for discriminating non-responders to NAC, to other pretreatment clinical features. Consequently, 2-miR + ly model was superior to serum SCC antigen with great significance (P = 0.01) and to ly, and clinical T stage with marginal significance (P = 0.18, 0.07, respectively). CONCLUSIONS: Collectively, we demonstrated that the potential of a multi-miRNA biomarker for identifying NAC response in ESCC is realistic, and can be used in the clinic with the further validation. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12967-018-1762-6) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6317218 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-63172182019-01-08 Identification of a serum-based miRNA signature for response of esophageal squamous cell carcinoma to neoadjuvant chemotherapy Niwa, Yukiko Yamada, Suguru Sonohara, Fuminori Kurimoto, Keisuke Hayashi, Masamichi Tashiro, Mitsuru Iwata, Naoki Kanda, Mitsuro Tanaka, Chie Kobayashi, Daisuke Nakayama, Goro Koike, Masahiko Fujiwara, Michitaka Kodera, Yasuhiro J Transl Med Research BACKGROUND: Neoadjuvant chemotherapy (NAC) has become the standard of care for resectable esophageal squamous cell carcinoma (ESCC) which is one of the most lethal cancers, to improve resectability and prognosis. On this basis, to provide individually optimized therapy for ESCC, a minimally-invasive biomarker for response to NAC is strongly desired. This study aimed to identify the miRNA signature in serum specimens taken from ESCC patients undergoing NAC through genome-wide microarray technology. METHODS: Comprehensive miRNA-expression profiles of serum specimens from ESCC patients before initial treatment were analyzed using microarray. A qPCR assay was performed to test the robustness of identified serum-based miRNA signature for discriminating response to NAC with serum specimens taken from 100 ESCC cases undergoing NAC. RESULTS: We prioritized 62 miRNAs differentially expressed between responders and non-responders (absolute log(2) fold change > 1.0, corresponding P < 0.05) and from the 62 miRNAs, we selected the miR-23a-5p, miR-193b-5p, and miR-873-3p, which were highly expressed in non-responders. Following qPCR analysis indicated the expression of miR-193b-5p and miR-873-3p in serum specimens were significantly higher in non-responders among three selected miRNAs (P = 0.004 and 0.001, respectively). Subsequently, we developed 2-miR-model (miR-193b-5p and miR-873-3p), 3-miR-model, and 2-miR + lymphatic invasion (ly) model based on logistic regression analysis, which achieved the better area under the receiver operating characteristic curves than those of single miRNAs as 2-miR-model, 0.70 (95% CI 0.57 to 0.82); 3-miR-model, 0.70 (95% CI 0.57 to 0.83); and 2-miR + ly, 0.73 (95% CI 0.60–0.86), respectively. Furthermore, we compared the detective power of the combined model: 2-miR + ly for discriminating non-responders to NAC, to other pretreatment clinical features. Consequently, 2-miR + ly model was superior to serum SCC antigen with great significance (P = 0.01) and to ly, and clinical T stage with marginal significance (P = 0.18, 0.07, respectively). CONCLUSIONS: Collectively, we demonstrated that the potential of a multi-miRNA biomarker for identifying NAC response in ESCC is realistic, and can be used in the clinic with the further validation. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12967-018-1762-6) contains supplementary material, which is available to authorized users. BioMed Central 2019-01-03 /pmc/articles/PMC6317218/ /pubmed/30602370 http://dx.doi.org/10.1186/s12967-018-1762-6 Text en © The Author(s) 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Niwa, Yukiko Yamada, Suguru Sonohara, Fuminori Kurimoto, Keisuke Hayashi, Masamichi Tashiro, Mitsuru Iwata, Naoki Kanda, Mitsuro Tanaka, Chie Kobayashi, Daisuke Nakayama, Goro Koike, Masahiko Fujiwara, Michitaka Kodera, Yasuhiro Identification of a serum-based miRNA signature for response of esophageal squamous cell carcinoma to neoadjuvant chemotherapy |
title | Identification of a serum-based miRNA signature for response of esophageal squamous cell carcinoma to neoadjuvant chemotherapy |
title_full | Identification of a serum-based miRNA signature for response of esophageal squamous cell carcinoma to neoadjuvant chemotherapy |
title_fullStr | Identification of a serum-based miRNA signature for response of esophageal squamous cell carcinoma to neoadjuvant chemotherapy |
title_full_unstemmed | Identification of a serum-based miRNA signature for response of esophageal squamous cell carcinoma to neoadjuvant chemotherapy |
title_short | Identification of a serum-based miRNA signature for response of esophageal squamous cell carcinoma to neoadjuvant chemotherapy |
title_sort | identification of a serum-based mirna signature for response of esophageal squamous cell carcinoma to neoadjuvant chemotherapy |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6317218/ https://www.ncbi.nlm.nih.gov/pubmed/30602370 http://dx.doi.org/10.1186/s12967-018-1762-6 |
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