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dc.contributor.authorWu, Nan
dc.contributor.authorWang, Yue
dc.contributor.authorJia, Jing-Yan
dc.contributor.authorPan, Yi-Hsuan
dc.contributor.authorYuan, Xiao-Bing
dc.date.accessioned2021-09-20T12:50:37Z
dc.date.available2021-09-20T12:50:37Z
dc.date.issued2021-09-14
dc.identifier.urihttp://hdl.handle.net/10713/16674
dc.description.abstractA large number of putative risk genes for autism spectrum disorder (ASD) have been reported. The functions of most of these susceptibility genes in developing brains remain unknown, and causal relationships between their variation and autism traits have not been established. The aim of this study was to predict putative risk genes at the whole-genome level based on the analysis of gene co-expression with a group of high-confidence ASD risk genes (hcASDs). The results showed that three gene features – gene size, mRNA abundance, and guanine-cytosine content – affect the genome-wide co-expression profiles of hcASDs. To circumvent the interference of these features in gene co-expression analysis, we developed a method to determine whether a gene is significantly co-expressed with hcASDs by statistically comparing the co-expression profile of this gene with hcASDs to that of this gene with permuted gene sets of feature-matched genes. This method is referred to as "matched-gene co-expression analysis" (MGCA). With MGCA, we demonstrated the convergence in developmental expression profiles of hcASDs and improved the efficacy of risk gene prediction. The results of analysis of two recently-reported ASD candidate genes, CDH11 and CDH9, suggested the involvement of CDH11, but not CDH9, in ASD. Consistent with this prediction, behavioral studies showed that Cdh11-null mice, but not Cdh9-null mice, have multiple autism-like behavioral alterations. This study highlights the power of MGCA in revealing ASD-associated genes and the potential role of CDH11 in ASD. © 2021, The Author(s).en_US
dc.description.urihttps://doi.org/10.1007/s12264-021-00770-0en_US
dc.language.isoenen_US
dc.publisherSpringer Natureen_US
dc.relation.ispartofNeuroscience Bulletinen_US
dc.rights© 2021. The Author(s).en_US
dc.subjectAutism spectrum disorderen_US
dc.subjectCDH11en_US
dc.subjectGene co-expression analysisen_US
dc.subjectMatched-gene co-expression analysisen_US
dc.titleAssociation of CDH11 with Autism Spectrum Disorder Revealed by Matched-gene Co-expression Analysis and Mouse Behavioral Studiesen_US
dc.typeArticleen_US
dc.identifier.doi10.1007/s12264-021-00770-0
dc.identifier.pmid34523068
dc.source.countrySingapore


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