TY - JOUR
T1 - Sensitivity to gene dosage and gene expression affects genes with copy number variants observed among neuropsychiatric diseases
AU - Yamasaki, Maria
AU - Makino, Takashi
AU - Khor, Seik Soon
AU - Toyoda, Hiromi
AU - Miyagawa, Taku
AU - Liu, Xiaoxi
AU - Kuwabara, Hitoshi
AU - Kano, Yukiko
AU - Shimada, Takafumi
AU - Sugiyama, Toshiro
AU - Nishida, Hisami
AU - Sugaya, Nagisa
AU - Tochigi, Mamoru
AU - Otowa, Takeshi
AU - Okazaki, Yuji
AU - Kaiya, Hisanobu
AU - Kawamura, Yoshiya
AU - Miyashita, Akinori
AU - Kuwano, Ryozo
AU - Kasai, Kiyoto
AU - Tanii, Hisashi
AU - Sasaki, Tsukasa
AU - Honda, Makoto
AU - Tokunaga, Katsushi
N1 - Publisher Copyright:
© 2020 The Author(s).
PY - 2020/3/29
Y1 - 2020/3/29
N2 - 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.
AB - 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.
KW - Copy number variants
KW - Gene dosage sensitivity
KW - Gene expression sensitivity
KW - Neuropsychiatric diseases
KW - Ohnolog
KW - Two-round whole-genome duplication
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U2 - 10.1186/s12920-020-0699-9
DO - 10.1186/s12920-020-0699-9
M3 - Article
C2 - 32223758
AN - SCOPUS:85082554782
SN - 1471-2350
VL - 13
JO - BMC Medical Genomics
JF - BMC Medical Genomics
IS - 1
M1 - 55
ER -