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Genetic Association between Amyotrophic Lateral Sclerosis and Cancer
Amyotrophic lateral sclerosis (ALS) is a fatal neurodegenerative disease. An ALS drug, Riluzole, has been shown to induce two different anticancer effects on hepatocellular carcinoma (HCC). In light of this finding, we explore the relationship between ALS and cancer, especially for HCC, from the mol...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5664093/ https://www.ncbi.nlm.nih.gov/pubmed/28953220 http://dx.doi.org/10.3390/genes8100243 |
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author | Taguchi, Y-h. Wang, Hsiuying |
author_facet | Taguchi, Y-h. Wang, Hsiuying |
author_sort | Taguchi, Y-h. |
collection | PubMed |
description | Amyotrophic lateral sclerosis (ALS) is a fatal neurodegenerative disease. An ALS drug, Riluzole, has been shown to induce two different anticancer effects on hepatocellular carcinoma (HCC). In light of this finding, we explore the relationship between ALS and cancer, especially for HCC, from the molecular biological viewpoint. We establish biomarkers that can discriminate between ALS patients and healthy controls. A principal component analysis (PCA) based unsupervised feature extraction (FE) is used to find gene biomarkers of ALS based on microarray gene expression data. Based on this method, 101 probes were selected as biomarkers for ALS with 95% high accuracy to discriminate between ALS patients and controls. Most of the genes corresponding to these probes are shown to be related to various cancers. These findings might provide a new insight for developing new therapeutic options or drugs for both ALS and cancer. |
format | Online Article Text |
id | pubmed-5664093 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-56640932017-11-06 Genetic Association between Amyotrophic Lateral Sclerosis and Cancer Taguchi, Y-h. Wang, Hsiuying Genes (Basel) Article Amyotrophic lateral sclerosis (ALS) is a fatal neurodegenerative disease. An ALS drug, Riluzole, has been shown to induce two different anticancer effects on hepatocellular carcinoma (HCC). In light of this finding, we explore the relationship between ALS and cancer, especially for HCC, from the molecular biological viewpoint. We establish biomarkers that can discriminate between ALS patients and healthy controls. A principal component analysis (PCA) based unsupervised feature extraction (FE) is used to find gene biomarkers of ALS based on microarray gene expression data. Based on this method, 101 probes were selected as biomarkers for ALS with 95% high accuracy to discriminate between ALS patients and controls. Most of the genes corresponding to these probes are shown to be related to various cancers. These findings might provide a new insight for developing new therapeutic options or drugs for both ALS and cancer. MDPI 2017-09-27 /pmc/articles/PMC5664093/ /pubmed/28953220 http://dx.doi.org/10.3390/genes8100243 Text en © 2017 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Taguchi, Y-h. Wang, Hsiuying Genetic Association between Amyotrophic Lateral Sclerosis and Cancer |
title | Genetic Association between Amyotrophic Lateral Sclerosis and Cancer |
title_full | Genetic Association between Amyotrophic Lateral Sclerosis and Cancer |
title_fullStr | Genetic Association between Amyotrophic Lateral Sclerosis and Cancer |
title_full_unstemmed | Genetic Association between Amyotrophic Lateral Sclerosis and Cancer |
title_short | Genetic Association between Amyotrophic Lateral Sclerosis and Cancer |
title_sort | genetic association between amyotrophic lateral sclerosis and cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5664093/ https://www.ncbi.nlm.nih.gov/pubmed/28953220 http://dx.doi.org/10.3390/genes8100243 |
work_keys_str_mv | AT taguchiyh geneticassociationbetweenamyotrophiclateralsclerosisandcancer AT wanghsiuying geneticassociationbetweenamyotrophiclateralsclerosisandcancer |