Publications by authors named "J M Suarez Grau"

We describe an effort ("Codebook") to determine the sequence specificity of 332 putative and largely uncharacterized human transcription factors (TFs), as well as 61 control TFs. Nearly 5,000 independent experiments across multiple and assays produced motifs for just over half of the putative TFs analyzed (177, or 53%), of which most are unique to a single TF. The data highlight the extensive contribution of transposable elements to TF evolution, both in and , and identify tens of thousands of conserved, base-level binding sites in the human genome.

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A DNA sequence pattern, or "motif", is an essential representation of DNA-binding specificity of a transcription factor (TF). Any particular motif model has potential flaws due to shortcomings of the underlying experimental data and computational motif discovery algorithm. As a part of the Codebook/GRECO-BIT initiative, here we evaluated at large scale the cross-platform recognition performance of positional weight matrices (PWMs), which remain popular motif models in many practical applications.

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Cupriavidus metallidurans is able to thrive in metal-rich environments but also survives metal starvation. Expression of metal resistance determinants in C. metallidurans was investigated on a global scale.

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Article Synopsis
  • The development of new anti-cancer drugs is hindered by challenges in identifying their mode of action (MoA), but a combination of metabolomics and machine learning has been used to predict MoAs for new drug candidates targeting prostate cancer cells.
  • In a study of 38 drugs affecting cancer metabolism, distinct metabolic patterns enabled accurate predictions of MoAs, and these predictions were validated across other cancer types such as breast cancer and Ewing's sarcoma, albeit with some loss in prediction quality.
  • This approach not only enhances understanding of drug effects on cellular processes, such as mitochondrial dysfunction, but also opens up new avenues for optimizing drug combinations to improve treatment outcomes.
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Statement of RetractionWe, the editor and publisher of , in agreement with the author, have retracted the following article:Grau, J. M. (2024).

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