Common dysregulation network in the human prefrontal cortex underlies two neurodegenerative diseases
Citations
480 citations
331 citations
212 citations
174 citations
Cites result from "Common dysregulation network in the..."
...GSE33000), who performed bulk transcriptome microarray analysis of prefrontal cortical tissues in a large cohort (AD: n = 310; NC: n = 157) (18)....
[...]
...Among the DEGs identified in our snRNA-seq analysis, 1,113 and 764 genes were significantly differentially expressed in the microarray data from the prefrontal cortex and temporal cortex, respectively (adjusted P 0.05) (SI Appendix, Table S4)....
[...]
...To validate the AD-associated transcriptomic changes detailed above, we compared our results with microarray data from large cohort studies that examined samples from the prefrontal cortex (AD: n = 310; NC: n = 157) or temporal cortex (AD: n = 106; NC: n = 135) (SI Appendix, Table S4) (18, 19)....
[...]
174 citations
Cites background or methods from "Common dysregulation network in the..."
...Differential co-expression analysis can start with coexpressed gene modules or clusters based on the similarity of their gene expression in each condition using WGCNA [5] and MEGENA [6] and then computes module overlap statistics between conditions [7] or the average modular differential connectivity [8, 9]....
[...]
...Perhaps as a result, some investigators have used only one permutation of the data in such analyses [9]....
[...]
...correlation calculation that was previously described and used [8, 9]....
[...]
References
9,769 citations
9,239 citations
"Common dysregulation network in the..." refers methods in this paper
...To make differential co-expression calls from the Q statistics of all gene pairs taken together, we used a global permutation-based approach that both accounts for multiple testing and is robust to any violations of parametric assumptions (Storey & Tibshirani, 2003)....
[...]
5,671 citations
"Common dysregulation network in the..." refers background in this paper
...…could result from the normal aging process, accelerated or premature aging induced by AD, or age-independent pathological mechanisms, and disentangling the effect of these factors remains open (Sperling et al, 2011) despite some recent advances (Cao et al, 2010; Podtelezhnikov et al, 2011)....
[...]
4,448 citations
4,041 citations
"Common dysregulation network in the..." refers background in this paper
...Several common variants have been shown to associate with AD based on genome-wide association studies (GWAS) catalog (Hindorff et al, 2009), and rare variants in certain genes have also been identified through Mendelian inheritance based on OMIM database (Supplementary Table S2 and Supplementary…...
[...]