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Sensitivity to gene dosage and gene expression affects genes with copy number variants observed among neuropsychiatric diseases
BACKGROUND: Copy number variants (CNVs) have been reported to be associated with diseases, traits, and evolution. However, it is hard to determine which gene should have priority as a target for further functional experiments if a CNV is rare or a singleton. In this study, we attempted to overcome t...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2020
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7104509/ https://www.ncbi.nlm.nih.gov/pubmed/32223758 http://dx.doi.org/10.1186/s12920-020-0699-9 |
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author | Yamasaki, Maria Makino, Takashi Khor, Seik-Soon Toyoda, Hiromi Miyagawa, Taku Liu, Xiaoxi Kuwabara, Hitoshi Kano, Yukiko Shimada, Takafumi Sugiyama, Toshiro Nishida, Hisami Sugaya, Nagisa Tochigi, Mamoru Otowa, Takeshi Okazaki, Yuji Kaiya, Hisanobu Kawamura, Yoshiya Miyashita, Akinori Kuwano, Ryozo Kasai, Kiyoto Tanii, Hisashi Sasaki, Tsukasa Honda, Makoto Tokunaga, Katsushi |
author_facet | Yamasaki, Maria Makino, Takashi Khor, Seik-Soon Toyoda, Hiromi Miyagawa, Taku Liu, Xiaoxi Kuwabara, Hitoshi Kano, Yukiko Shimada, Takafumi Sugiyama, Toshiro Nishida, Hisami Sugaya, Nagisa Tochigi, Mamoru Otowa, Takeshi Okazaki, Yuji Kaiya, Hisanobu Kawamura, Yoshiya Miyashita, Akinori Kuwano, Ryozo Kasai, Kiyoto Tanii, Hisashi Sasaki, Tsukasa Honda, Makoto Tokunaga, Katsushi |
author_sort | Yamasaki, Maria |
collection | PubMed |
description | BACKGROUND: Copy number variants (CNVs) have been reported to be associated with diseases, traits, and evolution. However, it is hard to determine which gene should have priority as a target for further functional experiments if a CNV is rare or a singleton. In this study, we attempted to overcome this issue by using two approaches: by assessing the influences of gene dosage sensitivity and gene expression sensitivity. Dosage sensitive genes derived from two-round whole-genome duplication in previous studies. In addition, we proposed a cross-sectional omics approach that utilizes open data from GTEx to assess the effect of whole-genome CNVs on gene expression. METHODS: Affymetrix Genome-Wide SNP Array 6.0 was used to detect CNVs by PennCNV and CNV Workshop. After quality controls for population stratification, family relationship and CNV detection, 287 patients with narcolepsy, 133 patients with essential hypersomnia, 380 patients with panic disorders, 164 patients with autism, 784 patients with Alzheimer disease and 1280 healthy individuals remained for the enrichment analysis. RESULTS: Overall, significant enrichment of dosage sensitive genes was found across patients with narcolepsy, panic disorders and autism. Particularly, significant enrichment of dosage-sensitive genes in duplications was observed across all diseases except for Alzheimer disease. For deletions, less or no enrichment of dosage-sensitive genes with deletions was seen in the patients when compared to the healthy individuals. Interestingly, significant enrichments of genes with expression sensitivity in brain were observed in patients with panic disorder and autism. While duplications presented a higher burden, deletions did not cause significant differences when compared to the healthy individuals. When we assess the effect of sensitivity to genome dosage and gene expression at the same time, the highest ratio of enrichment was observed in the group including dosage-sensitive genes and genes with expression sensitivity only in brain. In addition, shared CNV regions among the five neuropsychiatric diseases were also investigated. CONCLUSIONS: This study contributed the evidence that dosage-sensitive genes are associated with CNVs among neuropsychiatric diseases. In addition, we utilized open data from GTEx to assess the effect of whole-genome CNVs on gene expression. We also investigated shared CNV region among neuropsychiatric diseases. |
format | Online Article Text |
id | pubmed-7104509 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-71045092020-03-31 Sensitivity to gene dosage and gene expression affects genes with copy number variants observed among neuropsychiatric diseases Yamasaki, Maria Makino, Takashi Khor, Seik-Soon Toyoda, Hiromi Miyagawa, Taku Liu, Xiaoxi Kuwabara, Hitoshi Kano, Yukiko Shimada, Takafumi Sugiyama, Toshiro Nishida, Hisami Sugaya, Nagisa Tochigi, Mamoru Otowa, Takeshi Okazaki, Yuji Kaiya, Hisanobu Kawamura, Yoshiya Miyashita, Akinori Kuwano, Ryozo Kasai, Kiyoto Tanii, Hisashi Sasaki, Tsukasa Honda, Makoto Tokunaga, Katsushi BMC Med Genomics Research Article BACKGROUND: Copy number variants (CNVs) have been reported to be associated with diseases, traits, and evolution. However, it is hard to determine which gene should have priority as a target for further functional experiments if a CNV is rare or a singleton. In this study, we attempted to overcome this issue by using two approaches: by assessing the influences of gene dosage sensitivity and gene expression sensitivity. Dosage sensitive genes derived from two-round whole-genome duplication in previous studies. In addition, we proposed a cross-sectional omics approach that utilizes open data from GTEx to assess the effect of whole-genome CNVs on gene expression. METHODS: Affymetrix Genome-Wide SNP Array 6.0 was used to detect CNVs by PennCNV and CNV Workshop. After quality controls for population stratification, family relationship and CNV detection, 287 patients with narcolepsy, 133 patients with essential hypersomnia, 380 patients with panic disorders, 164 patients with autism, 784 patients with Alzheimer disease and 1280 healthy individuals remained for the enrichment analysis. RESULTS: Overall, significant enrichment of dosage sensitive genes was found across patients with narcolepsy, panic disorders and autism. Particularly, significant enrichment of dosage-sensitive genes in duplications was observed across all diseases except for Alzheimer disease. For deletions, less or no enrichment of dosage-sensitive genes with deletions was seen in the patients when compared to the healthy individuals. Interestingly, significant enrichments of genes with expression sensitivity in brain were observed in patients with panic disorder and autism. While duplications presented a higher burden, deletions did not cause significant differences when compared to the healthy individuals. When we assess the effect of sensitivity to genome dosage and gene expression at the same time, the highest ratio of enrichment was observed in the group including dosage-sensitive genes and genes with expression sensitivity only in brain. In addition, shared CNV regions among the five neuropsychiatric diseases were also investigated. CONCLUSIONS: This study contributed the evidence that dosage-sensitive genes are associated with CNVs among neuropsychiatric diseases. In addition, we utilized open data from GTEx to assess the effect of whole-genome CNVs on gene expression. We also investigated shared CNV region among neuropsychiatric diseases. BioMed Central 2020-03-29 /pmc/articles/PMC7104509/ /pubmed/32223758 http://dx.doi.org/10.1186/s12920-020-0699-9 Text en © The Author(s). 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Yamasaki, Maria Makino, Takashi Khor, Seik-Soon Toyoda, Hiromi Miyagawa, Taku Liu, Xiaoxi Kuwabara, Hitoshi Kano, Yukiko Shimada, Takafumi Sugiyama, Toshiro Nishida, Hisami Sugaya, Nagisa Tochigi, Mamoru Otowa, Takeshi Okazaki, Yuji Kaiya, Hisanobu Kawamura, Yoshiya Miyashita, Akinori Kuwano, Ryozo Kasai, Kiyoto Tanii, Hisashi Sasaki, Tsukasa Honda, Makoto Tokunaga, Katsushi Sensitivity to gene dosage and gene expression affects genes with copy number variants observed among neuropsychiatric diseases |
title | Sensitivity to gene dosage and gene expression affects genes with copy number variants observed among neuropsychiatric diseases |
title_full | Sensitivity to gene dosage and gene expression affects genes with copy number variants observed among neuropsychiatric diseases |
title_fullStr | Sensitivity to gene dosage and gene expression affects genes with copy number variants observed among neuropsychiatric diseases |
title_full_unstemmed | Sensitivity to gene dosage and gene expression affects genes with copy number variants observed among neuropsychiatric diseases |
title_short | Sensitivity to gene dosage and gene expression affects genes with copy number variants observed among neuropsychiatric diseases |
title_sort | sensitivity to gene dosage and gene expression affects genes with copy number variants observed among neuropsychiatric diseases |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7104509/ https://www.ncbi.nlm.nih.gov/pubmed/32223758 http://dx.doi.org/10.1186/s12920-020-0699-9 |
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