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  1. ...-translational modifications, play a crucial role in regulating programs integral to a cell's identity, like gene expression and DNA replication. However, the transcriptional, chromatin, and replication timing profiles of adult stem cells in vivo remain poorly understood. Containing germline stem cells (GSCs) and somatic cyst...
  2. ...Methods) (Supplemental Table 1; Supplemental Fig. 10).FIEs associated with gene duplication can be timed using their estimated mutation copy number as likely to have occurred either before or after the gene duplication event. Preduplication mutations were defined as those with at least two mutant copies...
  3. ...RNA Center of Excellence, Sanofi Pasteur Inc., Waltham, MA, USA. ♱Corresponding authors: izg5139@psu.edu, nadav.ahituv@ucsf.edu Abstract Massively parallel reporter assays (MPRAs) represent a set of high-throughput technologies that measure the functional effects of thousands of sequences/variants on gene...
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  4. ...that collate and integrate many different sources of data and databases because ease of use and reliability are key.Three types of tools should be applied in parallel: – Genome browsers with multiple annotation tracks, especially the unrivalled University of California at Santa Cruz (UCSC) browser (Perez et al...
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  5. ...on CNVs.View larger version: In this window In a new window Figure 4. Amplified genes result in increased mRNA expression. (A) Replicate averaged log2 fold-change of all genes on Chr XI in each CNV strain compared with the euploid ancestor. Numbers indicate the copy number of genes within the CNV. (B) Log...
  6. ...-score-normalized expression of the top 60 coexpression modules across the different diets was visualized as a heat map. The expression of the biological replicates was averaged in order to produce a single expression profile for each of the 38 diets. Modules with more than 50 genes were randomly downsampled to aid...
  7. ...directed GRNs by manually distinguishing TFs from target genes. More recently, deep learning has been introduced into GRN inference, with methods such as CNNGRN, which leverages convolutional neural networks to analyze bulk time-series gene expression data and infer regulatory interactions between TFs...
  8. ...'s intolerance to heterozygous deletion or loss-of-function variants. A related concept of triplosensitivity refers to intolerance to duplication. Beyond these large changes that affect one entire copy of a gene, especially noncoding genetic variants affect the expression of nearby genes. For many genes...
  9. ...in parallel, with which we identified clusters of secondary origins surrounding known origins. We found a difference in the timing of lagging and leading strand replication on the order of minutes at most yeast genes. We propose a model in which the majority of old histones and RNA polymerase II (RNAPII) bind...
  10. ..., respectively, and four residual convolutional blocks for learning and integrating the three inputs. In the computational blocks, Conv2D and MaxPool2D are applied to deal with genes and discrete cCREs in parallel by setting kernel size to 1 along the height axis. At last, the feature-learning module uses...
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