Search Results - "Di Filippo, Marzia"
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GPRuler: Metabolic gene-protein-reaction rules automatic reconstruction
Published in PLoS computational biology (01-11-2021)“…Metabolic network models are increasingly being used in health care and industry. As a consequence, many tools have been released to automate their…”
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INTEGRATE: Model-based multi-omics data integration to characterize multi-level metabolic regulation
Published in PLoS computational biology (01-02-2022)“…Metabolism is directly and indirectly fine-tuned by a complex web of interacting regulatory mechanisms that fall into two major classes. On the one hand, the…”
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Single-cell Digital Twins for Cancer Preclinical Investigation
Published in Methods in molecular biology (Clifton, N.J.) (2020)“…Laboratory models derived from clinical samples represent a solid platform in preclinical research for drug testing and investigation of disease mechanisms…”
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Integration of single-cell RNA-seq data into population models to characterize cancer metabolism
Published in PLoS computational biology (28-02-2019)“…Metabolic reprogramming is a general feature of cancer cells. Regrettably, the comprehensive quantification of metabolites in biological specimens does not…”
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A Mobile App Leveraging Citizenship Engagement to Perform Anonymized Longitudinal Studies in the Context of COVID-19 Adverse Drug Reaction Monitoring: Development and Usability Study
Published in JMIR human factors (04-11-2022)“…Background: Over the past few years, studies have increasingly focused on the development of mobile apps as complementary tools to existing traditional…”
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MaREA4Galaxy: Metabolic reaction enrichment analysis and visualization of RNA-seq data within Galaxy
Published in Computational and structural biotechnology journal (01-01-2020)“…[Display omitted] We present MaREA4Galaxy, a user-friendly tool that allows a user to characterize and to graphically compare groups of samples with different…”
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GPRuler: Metabolic gene-protein-reaction rules automatic reconstruction
Published in PLoS computational biology (01-11-2021)“…Metabolic network models are increasingly being used in health care and industry. As a consequence, many tools have been released to automate their…”
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popFBA: tackling intratumour heterogeneity with Flux Balance Analysis
Published in Bioinformatics (Oxford, England) (15-07-2017)“…Intratumour heterogeneity poses many challenges to the treatment of cancer. Unfortunately, the transcriptional and metabolic information retrieved by currently…”
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Integration of transcriptomic data and metabolic networks in cancer samples reveals highly significant prognostic power
Published in Journal of biomedical informatics (01-11-2018)“…[Display omitted] •Projecting RNA-seq data onto metabolic nets allows to study deregulated metabolism.•Data integration enables to cluster samples into cancer…”
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Zooming-in on cancer metabolic rewiring with tissue specific constraint-based models
Published in Computational biology and chemistry (01-06-2016)“…[Display omitted] •Genome-scale metabolic models are comprehensives but difficult to control and to analyze.•We manually reconstructed core models that zoom-in…”
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Metabolic enrichment through functional gene rules
Published 16-10-2017“…It is well known that tumors originating from the same tissue have different prognosis and sensitivity to treatments. Over the last decade, cancer genomics…”
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