Searching journal content for articles similar to Zhang et al. 35 (10): 2339.

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  1. ...labels are directly encoded, it makes the unrealistic assumption that all cells with the same condition share the same effect.Here, we introduce Adaptive Layering of Phenotypic and Integrative Noise Extraction (ALPINE), a novel, flexible approach designed to address the complexities of multicondition...
  2. ...ATAC-seq data, the data integration problem, essential for accurate cell type identification, has been mostly treated as a standalone challenge. Here we present scTIE, a unified method that integrates temporal multimodal data and infers regulatory relationships predictive of cellular state changes. scTIE uses...
  3. ...relatively low sensitivity.View larger version: In this window In a new window Figure 1. miRNA profiling in single mouse embryonic stem cells (mESCs) by Small-seq. (A) Number of distinct miRNAs detected in each single cell. (B) Top 25 miRNAs in mESCs. The number of detected molecules was estimated using...
  4. ...of development, aging, and cancer. Cell lineage trees represent the evolutionary history of cells sampled from an organism. Recent developments in single-cell sequencing have greatly facilitated the inference of cell lineage trees. However, single-cell data are sparse and noisy, and the size of single-cell data...
  5. ...sizes for reliable GCN inference. recount3, a data set with 316,443 processed human RNA-seq samples, provides an opportunity to improve network reconstruction. However, GCN inference from public data is challenged by confounders and inconsistent labeling. To address this, we develop a pipeline...
  6. ...with at least one CNA, ichorCNA allows direct estimation of the TF, with inferred TFs above 0.03 considered to be reliable (Adalsteinsson et al. 2017). In 13/14 patient samples, we reliably detected TFs from the cfDNA-derived CNA profile. While HCs had a median TF of 0.016 (range 0.003–0.032), TFs of cancer...
  7. ...targets and tagmentation (CUT&Tag) to profile the enhancer-associated histone modification marker H3K27ac in skeletal muscle across two prenatal and three postnatal stages, and investigated how SEs influence skeletal muscle development. We identify three SE families with distinct temporal dynamics...
  8. ...-sensitive miRNAs identified in mouse cells to 58, representing 48 miRNA families. A summary of the ZSWIM8-sensitivity profiles for the 53 miRNAs found to be at least marginally sensitive in embryonic tissues revealed distinct, context-specific patterns of sensitivity (Fig. 4B). For example, some mi...
  9. ...) in parallel. Thus, by identifying genes with correlated changes in branch-specific RERs, functional relationships between genes can be inferred.Evolutionary rate covariation (ERC) is a measure that quantifies the correlation of the RERs of a pair of genes across all branches in a phylogeny, both internal...
  10. ...equally to this work. Corresponding author: johnq@hsph.harvard.eduAbstractGene regulatory networks (GRNs) are effective tools for inferring complex interactions between molecules that regulate biological processes and hence can provide insights into drivers of biological systems. Inferring coexpression...
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