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Maria Pires Pacheco

Researcher at University of Luxembourg

Publications -  15
Citations -  414

Maria Pires Pacheco is an academic researcher from University of Luxembourg. The author has contributed to research in topics: Medicine & Biology. The author has an hindex of 7, co-authored 7 publications receiving 273 citations.

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Fast reconstruction of compact context-specific metabolic network models.

TL;DR: This work presents fastcore, a generic algorithm for reconstructing context-specific metabolic network models from global genome-wide metabolicnetwork models such as Recon X, and shows that a minimal consistent reconstruction can be defined via a set of sparse modes of the global network.
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Integrated metabolic modelling reveals cell-type specific epigenetic control points of the macrophage metabolic network

TL;DR: Focusing on the metabolic genes under high regulatory load from multiple enhancers or super-enhancers, these genes are found to show the most cell type-restricted and abundant expression profiles within their respective pathways.
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Benchmarking Procedures for High-Throughput Context Specific Reconstruction Algorithms.

TL;DR: This review describes and analyses common validation methods used for testing model building algorithms and deduce properties of these algorithms that can be compared with future developments.
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Towards improved genome-scale metabolic network reconstructions: unification, transcript specificity and beyond

TL;DR: This contribution proposes to improve the predictive power of metabolic models by switching from gene-protein-re reaction associations to transcript-isoform-reaction associations, thus taking advantage of the improvement of precision in gene expression measurements.