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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...

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Detalles Bibliográficos
Autores principales: Taguchi, Y-h., Wang, Hsiuying
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
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.
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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
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