Transcriptome analysis and prognosis of ALDH isoforms in human cancer

Abstract Overexpression of ALDH is associated with cancer stem-like features and poor cancer prognosis. High ALDH activity has been observed in cancer stem-like cells. There are a total of 19 human ALDH isoforms, all of which are associated with reducing oxidative stress and protecting cells from da...

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Main Authors: Peter Mu-Hsin Chang, Che-Hong Chen, Chi-Chun Yeh, Hsueh-Ju Lu, Tze-Tze Liu, Ming-Huang Chen, Chun-Yu Liu, Alexander T. H. Wu, Muh-Hwa Yang, Shyh-Kuan Tai, Daria Mochly-Rosen, Chi-Ying F. Huang
Format: Article
Language:English
Published: Nature Publishing Group 2018-02-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-018-21123-4
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spelling doaj-59891f00cc43432ba9a73759762ec0b62020-12-08T04:54:11ZengNature Publishing GroupScientific Reports2045-23222018-02-018111010.1038/s41598-018-21123-4Transcriptome analysis and prognosis of ALDH isoforms in human cancerPeter Mu-Hsin Chang0Che-Hong Chen1Chi-Chun Yeh2Hsueh-Ju Lu3Tze-Tze Liu4Ming-Huang Chen5Chun-Yu Liu6Alexander T. H. Wu7Muh-Hwa Yang8Shyh-Kuan Tai9Daria Mochly-Rosen10Chi-Ying F. Huang11Department of Oncology, Taipei Veterans General HospitalDepartment of Chemical and Systems Biology, Stanford University, School of MedicineJin An ClinicDivision of Medical Oncology, Department of Internal Medicine, Chung Shan Medical University HospitalGenome Research Center, National Yang-Ming UniversityDepartment of Oncology, Taipei Veterans General HospitalDepartment of Oncology, Taipei Veterans General HospitalThe Ph.D. Program for Translational Medicine, College of Science and Technology, Taipei Medical UniversityDepartment of Oncology, Taipei Veterans General HospitalFaculty of Medicine, National Yang Ming UniversityDepartment of Chemical and Systems Biology, Stanford University, School of MedicineInstitute of Biopharmaceutical Sciences, National Yang Ming UniversityAbstract Overexpression of ALDH is associated with cancer stem-like features and poor cancer prognosis. High ALDH activity has been observed in cancer stem-like cells. There are a total of 19 human ALDH isoforms, all of which are associated with reducing oxidative stress and protecting cells from damage. However, it is unknown whether all ALDHs are associated with poor cancer prognosis and which ones play a significant role in cancer progression. In this study, we used RNA sequencing data from The Cancer Genome Atlas (TCGA) to evaluate the differential expression of 19 ALDH isoforms in 5 common human cancers. The 19 ALDH genes were analyzed with an integrating meta-analysis of cancer prognosis. Genotyping and next-generation RNA sequencing for 30 pairwise samples of head and neck squamous cell carcinoma were performed and compared with the TCGA cohort. The analysis showed that each ALDH isoform had a specific differential expression pattern, most of which were related to prognosis in human cancer. A lower expression of ALDH2 in the tumor was observed, which was independent from the ALDH2 rs671 SNP variant and the expression of other mitochondria-associated protein coding genes. This study provides new insight into the association between ALDH expression and cancer prognosis.https://doi.org/10.1038/s41598-018-21123-4
collection DOAJ
language English
format Article
sources DOAJ
author Peter Mu-Hsin Chang
Che-Hong Chen
Chi-Chun Yeh
Hsueh-Ju Lu
Tze-Tze Liu
Ming-Huang Chen
Chun-Yu Liu
Alexander T. H. Wu
Muh-Hwa Yang
Shyh-Kuan Tai
Daria Mochly-Rosen
Chi-Ying F. Huang
spellingShingle Peter Mu-Hsin Chang
Che-Hong Chen
Chi-Chun Yeh
Hsueh-Ju Lu
Tze-Tze Liu
Ming-Huang Chen
Chun-Yu Liu
Alexander T. H. Wu
Muh-Hwa Yang
Shyh-Kuan Tai
Daria Mochly-Rosen
Chi-Ying F. Huang
Transcriptome analysis and prognosis of ALDH isoforms in human cancer
Scientific Reports
author_facet Peter Mu-Hsin Chang
Che-Hong Chen
Chi-Chun Yeh
Hsueh-Ju Lu
Tze-Tze Liu
Ming-Huang Chen
Chun-Yu Liu
Alexander T. H. Wu
Muh-Hwa Yang
Shyh-Kuan Tai
Daria Mochly-Rosen
Chi-Ying F. Huang
author_sort Peter Mu-Hsin Chang
title Transcriptome analysis and prognosis of ALDH isoforms in human cancer
title_short Transcriptome analysis and prognosis of ALDH isoforms in human cancer
title_full Transcriptome analysis and prognosis of ALDH isoforms in human cancer
title_fullStr Transcriptome analysis and prognosis of ALDH isoforms in human cancer
title_full_unstemmed Transcriptome analysis and prognosis of ALDH isoforms in human cancer
title_sort transcriptome analysis and prognosis of aldh isoforms in human cancer
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2018-02-01
description Abstract Overexpression of ALDH is associated with cancer stem-like features and poor cancer prognosis. High ALDH activity has been observed in cancer stem-like cells. There are a total of 19 human ALDH isoforms, all of which are associated with reducing oxidative stress and protecting cells from damage. However, it is unknown whether all ALDHs are associated with poor cancer prognosis and which ones play a significant role in cancer progression. In this study, we used RNA sequencing data from The Cancer Genome Atlas (TCGA) to evaluate the differential expression of 19 ALDH isoforms in 5 common human cancers. The 19 ALDH genes were analyzed with an integrating meta-analysis of cancer prognosis. Genotyping and next-generation RNA sequencing for 30 pairwise samples of head and neck squamous cell carcinoma were performed and compared with the TCGA cohort. The analysis showed that each ALDH isoform had a specific differential expression pattern, most of which were related to prognosis in human cancer. A lower expression of ALDH2 in the tumor was observed, which was independent from the ALDH2 rs671 SNP variant and the expression of other mitochondria-associated protein coding genes. This study provides new insight into the association between ALDH expression and cancer prognosis.
url https://doi.org/10.1038/s41598-018-21123-4
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