Fred Hutch researchers have done pioneering work in the areas of gene regulation, chromatin organization and cell cycle state, including quiescence. Gene expression is important because a specific ...

Our analysis indicates that the half‐life of the sRNA–mRNA complex and the ratio of their production rates determine the steady‐state level of the target protein, suggesting that regulation by sRNA ...

By applying their model to this data, the scientists investigated the extent to which the network of gene regulation changes in the course of aging. Surprisingly, they found that the control of ...

If gene responses to abiotic stress could be investigated at a "network level” in plants, their function could be better understood and enable crop improvement. This Research Topic focuses on ...

Congulations for your online publication. The gene regulation networks in that manuscript are very beauty and concise. But I can't build the same style GRN with ...

Scientists have developed an artificial intelligence (AI)-based neural network model that accurately ... is a bright future for AI models of gene regulation trained on richer, more complex ...

HGS np.array The matrix of network, first row is the names of TF and second row is the names of target genes.

Moreover, the model successfully revealed cell-type-specific gene expression control mechanisms. Finally, the model was used to identify genes enriched for specific cell types in terms of their ...

Predicting gene expression from DNA sequence remains a major goal in the field of gene regulation. A challenge to this goal is the connectivity of the network, whose role in altering gene expression ...

Finally, machine learning interprets gene regulation clearly. ScienceDaily . Retrieved June 2, 2025 from www.sciencedaily.com / releases / 2019 / 12 / 191226134100.htm ...

After repeating the same process for each gene as Transcription Factor in the dataset, we construct a gene regulation network with edge weights assigned. We demonstrate the effectiveness of our model ...