Searching journal content for articles similar to Frazer 22 (9): 1599.

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  1. ...of differentially methylated regions (DMRs) typically involves the detection of consecutive CpGs groups that show significant changes in their average methylation levels. However, the methylation state of a genomic region can also be characterized by a mixture of patterns (epialleles) with variable frequencies...
  2. ...their applicability in scenarios that require reverse cross-modality translation; (2) existing methods fall short in modeling the intricate and highly cell-type-specific associations between DNA methylation and gene expression, which exhibit substantial variability across diverse genomic contexts; (3) most existing...
  3. ...transcriptomic data is hindered by high noise levels and missing gene measurements, challenges that are further compounded by the higher cost of spatial data compared to traditional single-cell data. To overcome this challenge, we introduce spRefine, a deep learning framework that leverages genomic language...
  4. ...for genomic data. Integrated into diverse architectures such as convoluted neural networks (CNNs), long short-term memory (LSTM), dilated CNNs, and transformers, ConvNeXt V2 blocks consistently improve performance, leading to similar prediction accuracy across these different model types. This reveals...
  5. ...Methods 7: 461–472. doi:10.1038/nmeth.1459 ↵Galeone V, Dabernig-Heinz J, Lohde M, Brandt C, Kohler C, Wagner GE, Hölzer M. 2025. Decoding bacterial methylomes in four public health-relevant microbial species: nanopore sequencing enables reproducible analysis of DNA modifications. BMC Genomics 26: 394. doi...
  6. ...when corresponding single-cell data are not available. To verify the applicability of our devised signature in bulk tumors, we used RNA-seq from The Cancer Genome Atlas (TCGA) data sets and scored both our cancer-cell EMT and hallmark EMT signatures.Scores of the ANS-derived signature showed higher...
  7. ...such as compaction and accessibility, whereas endogenous DNA allows for in cellulo analysis under physiological conditions. Similarly, proteins can be purified and studied in vitro, expressed exogenously from a plasmid, or endogenously produced within the cell from genomic DNA. Although plasmid-based expression...
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  8. ..., Barcelona 08034, Spain; 3Department of Electrical Engineering and Computer Science, University of California, Berkeley, Berkeley, California 94720, USA; 4Genomics Institute, University of California, Santa Cruz, Santa Cruz, California 95060, USA; 5Institute for Computational and Mathematical Engineering...
  9. ...increased, opening exciting new avenues for studying human evolution. Here, we review recent methodological advances in the study of archaic introgression. We begin by providing an overview of the genealogical and genomic signatures left behind by introgression events before reviewing recent methods...
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