ReviewMetabolic engineering2018
Reverse engineering the cancer metabolic network using flux analysis to understand drivers of human disease.
Review in Metabolic engineering, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
26 citing papers in PubMed, 41 citations in OpenAlex.
- Mechanisms of actin-binding proteins in glycolysis-cytoskeleton coupling.Journal of translational medicine · 2026Review
- Review
- Progress in monitoring molecular, cellular and metabolic dynamics using mass spectrometry imaging.Bioanalysis · 2025Review
- Online monitoring and stable isotope tracing of cancer associated volatiles in murine model captures tumor associated markers in vivo.Analytica chimica acta · 2025Article
- Tanshinone IIA alleviates pulmonary fibrosis by modulating glutamine metabolic reprogramming based on [U-Journal of advanced research · 2025Article
- Metabolic and transcriptomic reprogramming during contact inhibition-induced quiescence is mediated by YAP-dependent and YAP-independent mechanisms.Nature communications · 2024Article
- NK cells as powerful therapeutic tool in cancer immunotherapy.Cellular oncology (Dordrecht, Netherlands) · 2024Review
- 3D Chemical Imaging by Fluorescence-detected Mid-Infrared Photothermal Fourier Light Field Microscopy.Chemical & biomedical imaging · 2023Article
- Phenotypic and functional heterogeneity of monocytes in health and cancer in the era of high dimensional technologies.Blood reviews · 2023Review
- Improved 13C metabolic flux analysis in Escherichia coli metabolism: application of a high-resolution MS (GC-EI-QTOF) for comprehensive assessment of MS/MS fragments.Journal of industrial microbiology & biotechnology · 2023Article
- Mapping glycine uptake and its metabolic conversion to glutathione in mouse mammary tumors using functional mass spectrometry imaging.Free radical biology & medicine · 2022Article
- Fuzzy optimization for identifying anti-cancer targets with few side effects in constraint-based models of head and neck cancer.Royal Society open science · 2022Article
- Metabolic flux analysis: a comprehensive review on sample preparation, analytical techniques, data analysis, computational modelling, and main application areas.RSC advances · 2022Review
- The Evasion Mechanisms of Cancer Immunity and Drug Intervention in the Tumor Microenvironment.Frontiers in pharmacology · 2022Review
- Identification of 14 Differentially-Expressed Metabolism-Related Genes as Potential Targets of Gastric Cancer by Integrated Proteomics and Transcriptomics.Frontiers in cell and developmental biology · 2022Article
- Investigation of energy metabolic dynamism in hyperthermia-resistant ovarian and uterine cancer cells under heat stress.Scientific reports · 2021Article
- Multi-Omics Perspective Reveals the Different Patterns of Tumor Immune Microenvironment Based on Programmed Death Ligand 1 (PD-L1) Expression and Predictor of Responses to Immune Checkpoint Blockade across Pan-Cancer.International journal of molecular sciences · 2021Article
- Liquid Chromatography-Mass Spectrometry for Clinical Metabolomics: An Overview.Advances in experimental medicine and biology · 2021Article
- Opposite Roles of Tumor Cell Proliferation and Immune Cell Infiltration in Postoperative Liver Metastasis of PDAC.Frontiers in cell and developmental biology · 2021Article
- Redox Homeostasis and Metabolism in Cancer: A Complex Mechanism and Potential Targeted Therapeutics.International journal of molecular sciences · 2020Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors at 2 institutions in 1 country.
Funding
Abstract
Metabolic dysfunction has reemerged as an essential hallmark of tumorigenesis, and metabolic phenotypes are increasingly being integrated into pre-clinical models of disease. The complexity of these metabolic networks requires systems-level interrogation, and metabolic flux analysis (MFA) with stable isotope tracing present a suitable conceptual framework for such systems. Here we review efforts to elucidate mechanisms through which metabolism influences tumor growth and survival, with an emphasis on applications using stable isotope tracing and MFA. Through these approaches researchers can now quantify pathway fluxes in various in vitro and in vivo contexts to provide mechanistic insights at molecular and physiological scales respectively. Knowledge and discoveries in cancer models are paving the way toward applications in other biological contexts and disease models. In turn, MFA approaches will increasingly help to uncover new therapeutic opportunities that enhance human health.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.