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Comprehensive evaluation of differential lncRNA and gene expression in patients with intervertebral disc degeneration

The present study aimed to identify novel intervertebral disc degeneration (IDD)-associated long noncoding (lnc)RNAs and genes. The lncRNA and mRNA microarray dataset GSE56081 was downloaded from the Gene Expression Omnibus database and included 5 samples from patients with degenerative lumbar nucle...

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Autores principales: Qu, Zhigang, Quan, Zhe, Zhang, Qi, Wang, Zhenyu, Song, Qingxu, Zhuang, Xinming, Fu, Changfeng, Xu, Feng, Liu, Yadong, Wang, Yuanyi, Wang, Zheng, Liu, Yi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: D.A. Spandidos 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6072222/
https://www.ncbi.nlm.nih.gov/pubmed/29901136
http://dx.doi.org/10.3892/mmr.2018.9128
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author Qu, Zhigang
Quan, Zhe
Zhang, Qi
Wang, Zhenyu
Song, Qingxu
Zhuang, Xinming
Fu, Changfeng
Xu, Feng
Liu, Yadong
Wang, Yuanyi
Wang, Zheng
Liu, Yi
author_facet Qu, Zhigang
Quan, Zhe
Zhang, Qi
Wang, Zhenyu
Song, Qingxu
Zhuang, Xinming
Fu, Changfeng
Xu, Feng
Liu, Yadong
Wang, Yuanyi
Wang, Zheng
Liu, Yi
author_sort Qu, Zhigang
collection PubMed
description The present study aimed to identify novel intervertebral disc degeneration (IDD)-associated long noncoding (lnc)RNAs and genes. The lncRNA and mRNA microarray dataset GSE56081 was downloaded from the Gene Expression Omnibus database and included 5 samples from patients with degenerative lumbar nucleus pulposus and 5 normal controls. Differentially expressed lncRNAs or differentially expressed genes (DEGs) were identified and co-expression network analysis was performed followed by functional analysis for genes in the network. Additionally, a microRNA (miRNA)-lncRNA-mRNA competing endogenous RNA (ceRNA) regulatory network was constructed based on DEGs and lncRNAs in the co-expression network. Furthermore, a literature search was performed to identify specific miRNAs that had been previously associated with IDD and a specific miRNA-associated ceRNA network was extracted from the co-expression network. A total of 967 genes and 137 lncRNAs were differentially expressed between IDD samples and controls. A co-expression network was constructed and contained 39 differentially expressed lncRNAs and 209 DEGs, which were primarily involved in ‘skeletal system development’, ‘response to mechanical stimulus’ and ‘bone development’. Furthermore, a ceRNA network was established, including 79 miRNAs, 9 downregulated lncRNAs and 148 DEGs. The identified miRNAs included a previously reported disease-associated miRNA, hsa-miR-140. The present study demonstrated that hsa-miR-140 was regulated by three lncRNAs in the hsa-miR-140-associated ceRNA network, including KCNQ1 opposite strand/antisense transcript 1 (KCNQ1OT1), OIP5 antisense RNA 1 (OIP5-AS1) and UGDH antisense RNA 1 (UGDH-AS1). KCNQ1OT1 was co-expressed with neurochondrin (NCDN) and lon peptidase 2, peroxisomal. In addition, the lncRNAs OIP5-AS1 and UGDH-AS1 targeted several overlapping co-expressed genes, including forkhead box F1 (FOXF1) and polycystin 1, transient receptor potential channel interacting (PKD1). Therefore, KCNQ1OT1 may regulate the expression of NCDN, and OIP5-AS1 and UGDH-AS1 may affect the expression of FOXF1 and PKD1 in IDD. Further experiments are required to validate the results of the present study, which may provide valuable insights into the identification of novel biomarkers associated with IDD.
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spelling pubmed-60722222018-08-06 Comprehensive evaluation of differential lncRNA and gene expression in patients with intervertebral disc degeneration Qu, Zhigang Quan, Zhe Zhang, Qi Wang, Zhenyu Song, Qingxu Zhuang, Xinming Fu, Changfeng Xu, Feng Liu, Yadong Wang, Yuanyi Wang, Zheng Liu, Yi Mol Med Rep Articles The present study aimed to identify novel intervertebral disc degeneration (IDD)-associated long noncoding (lnc)RNAs and genes. The lncRNA and mRNA microarray dataset GSE56081 was downloaded from the Gene Expression Omnibus database and included 5 samples from patients with degenerative lumbar nucleus pulposus and 5 normal controls. Differentially expressed lncRNAs or differentially expressed genes (DEGs) were identified and co-expression network analysis was performed followed by functional analysis for genes in the network. Additionally, a microRNA (miRNA)-lncRNA-mRNA competing endogenous RNA (ceRNA) regulatory network was constructed based on DEGs and lncRNAs in the co-expression network. Furthermore, a literature search was performed to identify specific miRNAs that had been previously associated with IDD and a specific miRNA-associated ceRNA network was extracted from the co-expression network. A total of 967 genes and 137 lncRNAs were differentially expressed between IDD samples and controls. A co-expression network was constructed and contained 39 differentially expressed lncRNAs and 209 DEGs, which were primarily involved in ‘skeletal system development’, ‘response to mechanical stimulus’ and ‘bone development’. Furthermore, a ceRNA network was established, including 79 miRNAs, 9 downregulated lncRNAs and 148 DEGs. The identified miRNAs included a previously reported disease-associated miRNA, hsa-miR-140. The present study demonstrated that hsa-miR-140 was regulated by three lncRNAs in the hsa-miR-140-associated ceRNA network, including KCNQ1 opposite strand/antisense transcript 1 (KCNQ1OT1), OIP5 antisense RNA 1 (OIP5-AS1) and UGDH antisense RNA 1 (UGDH-AS1). KCNQ1OT1 was co-expressed with neurochondrin (NCDN) and lon peptidase 2, peroxisomal. In addition, the lncRNAs OIP5-AS1 and UGDH-AS1 targeted several overlapping co-expressed genes, including forkhead box F1 (FOXF1) and polycystin 1, transient receptor potential channel interacting (PKD1). Therefore, KCNQ1OT1 may regulate the expression of NCDN, and OIP5-AS1 and UGDH-AS1 may affect the expression of FOXF1 and PKD1 in IDD. Further experiments are required to validate the results of the present study, which may provide valuable insights into the identification of novel biomarkers associated with IDD. D.A. Spandidos 2018-08 2018-06-05 /pmc/articles/PMC6072222/ /pubmed/29901136 http://dx.doi.org/10.3892/mmr.2018.9128 Text en Copyright: © Qu et al. This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.
spellingShingle Articles
Qu, Zhigang
Quan, Zhe
Zhang, Qi
Wang, Zhenyu
Song, Qingxu
Zhuang, Xinming
Fu, Changfeng
Xu, Feng
Liu, Yadong
Wang, Yuanyi
Wang, Zheng
Liu, Yi
Comprehensive evaluation of differential lncRNA and gene expression in patients with intervertebral disc degeneration
title Comprehensive evaluation of differential lncRNA and gene expression in patients with intervertebral disc degeneration
title_full Comprehensive evaluation of differential lncRNA and gene expression in patients with intervertebral disc degeneration
title_fullStr Comprehensive evaluation of differential lncRNA and gene expression in patients with intervertebral disc degeneration
title_full_unstemmed Comprehensive evaluation of differential lncRNA and gene expression in patients with intervertebral disc degeneration
title_short Comprehensive evaluation of differential lncRNA and gene expression in patients with intervertebral disc degeneration
title_sort comprehensive evaluation of differential lncrna and gene expression in patients with intervertebral disc degeneration
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6072222/
https://www.ncbi.nlm.nih.gov/pubmed/29901136
http://dx.doi.org/10.3892/mmr.2018.9128
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