Genome-scale metabolic modeling of the human microbiome in the era of personalized medicine

A Heinken, A Basile, J Hertel… - Annual review of …, 2021 - annualreviews.org
The human microbiome plays an important role in human health and disease. Meta-omics
analyses provide indispensable data for linking changes in microbiome composition and …

[HTML][HTML] Toward modeling metabolic state from single-cell transcriptomics

K Hrovatin, DS Fischer, FJ Theis - Molecular Metabolism, 2022 - Elsevier
Background Single-cell metabolic studies bring new insights into cellular function, which can
often not be captured on other omics layers. Metabolic information has wide applicability …

Unraveling non-genetic heterogeneity in cancer with dynamical models and computational tools

M Pillai, E Hojel, MK Jolly, Y Goyal - Nature Computational Science, 2023 - nature.com
Individual cells within an otherwise genetically homogenous population constantly undergo
fluctuations in their molecular state, giving rise to non-genetic heterogeneity. Such diversity …

[HTML][HTML] Integration of single-cell RNA-seq data into population models to characterize cancer metabolism

C Damiani, D Maspero, M Di Filippo… - PLoS computational …, 2019 - journals.plos.org
Metabolic reprogramming is a general feature of cancer cells. Regrettably, the
comprehensive quantification of metabolites in biological specimens does not promptly …

[HTML][HTML] INTEGRATE: Model-based multi-omics data integration to characterize multi-level metabolic regulation

M Di Filippo, D Pescini, BG Galuzzi… - PLoS computational …, 2022 - journals.plos.org
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 expression level of the …

[HTML][HTML] Analysis of human metabolism by reducing the complexity of the genome-scale models using redHUMAN

M Masid, M Ataman, V Hatzimanikatis - Nature communications, 2020 - nature.com
Altered metabolism is associated with many human diseases. Human genome-scale
metabolic models (GEMs) were reconstructed within systems biology to study the …

[HTML][HTML] The role of metabolic ecosystem in cancer progression—Metabolic plasticity and mTOR hyperactivity in tumor tissues

A Sebestyén, T Dankó, D Sztankovics… - Cancer and Metastasis …, 2021 - Springer
Despite advancements in cancer management, tumor relapse and metastasis are
associated with poor outcomes in many cancers. Over the past decade, oncogene-driven …

[HTML][HTML] GPRuler: Metabolic gene-protein-reaction rules automatic reconstruction

M Di Filippo, C Damiani, D Pescini - PLoS computational biology, 2021 - journals.plos.org
Metabolic network models are increasingly being used in health care and industry. As a
consequence, many tools have been released to automate their reconstruction process de …

Dystrophin deficiency affects human astrocyte properties and response to damage

J Lange, O Gillham, R Alkharji, S Eaton, G Ferrari… - Glia, 2022 - Wiley Online Library
In addition to progressive muscular degeneration due to dystrophin mutations, 1/3 of
Duchenne muscular dystrophy (DMD) patients present cognitive deficits. However, there is …

[HTML][HTML] Constraint-based reconstruction and analyses of metabolic models: open-source python tools and applications to cancer

RH Ng, JW Lee, P Baloni, C Diener, JR Heath… - Frontiers in …, 2022 - frontiersin.org
The influence of metabolism on signaling, epigenetic markers, and transcription is highly
complex yet important for understanding cancer physiology. Despite the development of …