Cargando…
Identification of theranostic factors for patients developing metastasis after surgery for early-stage lung adenocarcinoma
Rationale: Lung adenocarcinoma (LUAD) is an aggressive disease with high propensity of metastasis. Among patients with early-stage disease, more than 30% of them may relapse or develop metastasis. There is an unmet medical need to stratify patients with early-stage LUAD according to their risk of re...
Autores principales: | , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Ivyspring International Publisher
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7914355/ https://www.ncbi.nlm.nih.gov/pubmed/33664854 http://dx.doi.org/10.7150/thno.53176 |
_version_ | 1783656983395565568 |
---|---|
author | Cheng, Wei-Chung Chang, Chun-Yu Lo, Chia-Chien Hsieh, Chih-Ying Kuo, Ting-Ting Tseng, Guan-Chin Wong, Sze-Ching Chiang, Shu-Fen Huang, Kevin Chih-Yang Lai, Liang-Chuan Lu, Tzu-Pin Chao, K.S. Clifford Sher, Yuh-Pyng |
author_facet | Cheng, Wei-Chung Chang, Chun-Yu Lo, Chia-Chien Hsieh, Chih-Ying Kuo, Ting-Ting Tseng, Guan-Chin Wong, Sze-Ching Chiang, Shu-Fen Huang, Kevin Chih-Yang Lai, Liang-Chuan Lu, Tzu-Pin Chao, K.S. Clifford Sher, Yuh-Pyng |
author_sort | Cheng, Wei-Chung |
collection | PubMed |
description | Rationale: Lung adenocarcinoma (LUAD) is an aggressive disease with high propensity of metastasis. Among patients with early-stage disease, more than 30% of them may relapse or develop metastasis. There is an unmet medical need to stratify patients with early-stage LUAD according to their risk of relapse/metastasis to guide preventive or therapeutic approaches. In this study, we identified 4 genes that can serve both therapeutic and diagnostic (theranostic) purposes. Methods: Three independent datasets (GEO, TCGA, and KMPlotter) were used to evaluate gene expression profile of patients with LUAD by unbiased screening approach. Upon significant genes uncovered, functional enrichment analysis was carried out. The predictive power of their expression on patient prognosis were evaluated. Once confirmed their theranostic roles by integrated bioinformatics, we further conducted in vitro and in vivo validation. Results: We found that four genes (ADAM9, MTHFD2, RRM2, and SLC2A1) were associated with poor patient outcomes with an increased hazard ratio in LUAD. Knockdown of them, both separately and simultaneously, suppressed lung cancer cell proliferation and migration ability in vitro and prolonged survival time in metastatic tumor mouse models. Moreover, these four biomarkers were found to be overexpressed in tumor tissues from LUAD patients, and the total immunohistochemical staining scores correlated with poor prognosis. Conclusions: These results suggest that these four identified genes could be theranostic biomarkers for stratifying high-risk patients who develop relapse/metastasis in early-stage LUAD. Developing therapeutic approaches for the four biomarkers may benefit early-stage LUAD patients after surgery. |
format | Online Article Text |
id | pubmed-7914355 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Ivyspring International Publisher |
record_format | MEDLINE/PubMed |
spelling | pubmed-79143552021-03-03 Identification of theranostic factors for patients developing metastasis after surgery for early-stage lung adenocarcinoma Cheng, Wei-Chung Chang, Chun-Yu Lo, Chia-Chien Hsieh, Chih-Ying Kuo, Ting-Ting Tseng, Guan-Chin Wong, Sze-Ching Chiang, Shu-Fen Huang, Kevin Chih-Yang Lai, Liang-Chuan Lu, Tzu-Pin Chao, K.S. Clifford Sher, Yuh-Pyng Theranostics Research Paper Rationale: Lung adenocarcinoma (LUAD) is an aggressive disease with high propensity of metastasis. Among patients with early-stage disease, more than 30% of them may relapse or develop metastasis. There is an unmet medical need to stratify patients with early-stage LUAD according to their risk of relapse/metastasis to guide preventive or therapeutic approaches. In this study, we identified 4 genes that can serve both therapeutic and diagnostic (theranostic) purposes. Methods: Three independent datasets (GEO, TCGA, and KMPlotter) were used to evaluate gene expression profile of patients with LUAD by unbiased screening approach. Upon significant genes uncovered, functional enrichment analysis was carried out. The predictive power of their expression on patient prognosis were evaluated. Once confirmed their theranostic roles by integrated bioinformatics, we further conducted in vitro and in vivo validation. Results: We found that four genes (ADAM9, MTHFD2, RRM2, and SLC2A1) were associated with poor patient outcomes with an increased hazard ratio in LUAD. Knockdown of them, both separately and simultaneously, suppressed lung cancer cell proliferation and migration ability in vitro and prolonged survival time in metastatic tumor mouse models. Moreover, these four biomarkers were found to be overexpressed in tumor tissues from LUAD patients, and the total immunohistochemical staining scores correlated with poor prognosis. Conclusions: These results suggest that these four identified genes could be theranostic biomarkers for stratifying high-risk patients who develop relapse/metastasis in early-stage LUAD. Developing therapeutic approaches for the four biomarkers may benefit early-stage LUAD patients after surgery. Ivyspring International Publisher 2021-01-26 /pmc/articles/PMC7914355/ /pubmed/33664854 http://dx.doi.org/10.7150/thno.53176 Text en © The author(s) This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). See http://ivyspring.com/terms for full terms and conditions. |
spellingShingle | Research Paper Cheng, Wei-Chung Chang, Chun-Yu Lo, Chia-Chien Hsieh, Chih-Ying Kuo, Ting-Ting Tseng, Guan-Chin Wong, Sze-Ching Chiang, Shu-Fen Huang, Kevin Chih-Yang Lai, Liang-Chuan Lu, Tzu-Pin Chao, K.S. Clifford Sher, Yuh-Pyng Identification of theranostic factors for patients developing metastasis after surgery for early-stage lung adenocarcinoma |
title | Identification of theranostic factors for patients developing metastasis after surgery for early-stage lung adenocarcinoma |
title_full | Identification of theranostic factors for patients developing metastasis after surgery for early-stage lung adenocarcinoma |
title_fullStr | Identification of theranostic factors for patients developing metastasis after surgery for early-stage lung adenocarcinoma |
title_full_unstemmed | Identification of theranostic factors for patients developing metastasis after surgery for early-stage lung adenocarcinoma |
title_short | Identification of theranostic factors for patients developing metastasis after surgery for early-stage lung adenocarcinoma |
title_sort | identification of theranostic factors for patients developing metastasis after surgery for early-stage lung adenocarcinoma |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7914355/ https://www.ncbi.nlm.nih.gov/pubmed/33664854 http://dx.doi.org/10.7150/thno.53176 |
work_keys_str_mv | AT chengweichung identificationoftheranosticfactorsforpatientsdevelopingmetastasisaftersurgeryforearlystagelungadenocarcinoma AT changchunyu identificationoftheranosticfactorsforpatientsdevelopingmetastasisaftersurgeryforearlystagelungadenocarcinoma AT lochiachien identificationoftheranosticfactorsforpatientsdevelopingmetastasisaftersurgeryforearlystagelungadenocarcinoma AT hsiehchihying identificationoftheranosticfactorsforpatientsdevelopingmetastasisaftersurgeryforearlystagelungadenocarcinoma AT kuotingting identificationoftheranosticfactorsforpatientsdevelopingmetastasisaftersurgeryforearlystagelungadenocarcinoma AT tsengguanchin identificationoftheranosticfactorsforpatientsdevelopingmetastasisaftersurgeryforearlystagelungadenocarcinoma AT wongszeching identificationoftheranosticfactorsforpatientsdevelopingmetastasisaftersurgeryforearlystagelungadenocarcinoma AT chiangshufen identificationoftheranosticfactorsforpatientsdevelopingmetastasisaftersurgeryforearlystagelungadenocarcinoma AT huangkevinchihyang identificationoftheranosticfactorsforpatientsdevelopingmetastasisaftersurgeryforearlystagelungadenocarcinoma AT lailiangchuan identificationoftheranosticfactorsforpatientsdevelopingmetastasisaftersurgeryforearlystagelungadenocarcinoma AT lutzupin identificationoftheranosticfactorsforpatientsdevelopingmetastasisaftersurgeryforearlystagelungadenocarcinoma AT chaoksclifford identificationoftheranosticfactorsforpatientsdevelopingmetastasisaftersurgeryforearlystagelungadenocarcinoma AT sheryuhpyng identificationoftheranosticfactorsforpatientsdevelopingmetastasisaftersurgeryforearlystagelungadenocarcinoma |