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  1. ...) Collection and preprocessing of snRNA-seq and snATAC-seq data sets in physical space. (B) Multiple analysis to identify an AD-associated gene list including differential gene expression analysis; identification of cCRE; cell type–specific, AD-associated risk variants; and peak-to-gene linkages. (C) Two...
  2. ...binding sites and miRNA binding sites. Shortening of the 3′ UTR may result in the deletion of these sites, thereby enabling the gene to adopt cell type–specific functions. For example, during spermatogenesis, the 3′ UTR of the CD47 gene progressively shortens, resulting in the loss of predicted binding...
  3. ...patterns indicative of alternative target genes, we analyzed subsets unique to each population as well as the complete combined set (Fig. 4D). Furthermore, because HCNEs are known to have nonrandom genomic distribution patterns with specific biases toward trans-dev genes, we testedwhether the 1701 HCNEs...
  4. ...cell types with known marker genes (Fig. 3A; Supplemental Fig. S3C), and transferred cell-type labels from the scRNA-seq data set to the snRNA-seq data set (Supplemental Fig. S3C,D). Although the total number of high-quality cells is about twice in the snRNA-seq data than in the scRNA-seq data...
  5. ...for downstream tasks, including prediction of transcription factor binding (Cazares et al. 2023), cell type–specific chromatin structure (Tan et al. 2023; Yang et al. 2023; Zhang et al. 2023; Gao et al. 2024; Grover et al. 2024), and gene expression (Karbalayghareh et al. 2022; Zhang et al. 2023). Therefore...
  6. ...hundreds of genes. This limitation results in blurred cluster boundaries and difficulties in manual annotation (Shen et al. 2025). Therefore, most scST studies utilize scRNA-seq data sets as a reference to help annotate scST data sets. For example, scANVI was employed to annotate MERFISH data derived from...
  7. ...dimension reduction, whereas the green background signifies the data set after dimension reduction. The PCA and PHATE results are represented on the left and right sides of the dotted line, respectively. Wei et al. 8 Genome Research www..org genomic era, which posits that each gene plays a synergistic role...
  8. ...RNAs, circRNAs, and EIciRNAs, as well as parental genes of EIciRNAs and all circRNAs, from available HTS data sets (PRJCA000751) of 17 human tissues. P-values were calculated using the Wilcoxon rank-sum test. (PCGs) Protein-coding genes. (G) GO analysis of parental genes of EIciRNAs. The most significant...
  9. .... The results on the mixed ancestry test set were also reported. The bar plot and error bar denote the mean and standard error, respectively. The training, validation, and testing procedure was conducted for six repeats.PRS-Net identifies disease-relevant genes and GGIsFollowing the demonstration...
  10. ...their relatedness, for example, by time or a lineage. DRMNs represent the cell type–specific regulatory network by a concise set of gene expression modules, defined by groups of genes with similar expression levels, and their associated regulatory programs (regulators predicted for that module and parameters...
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