Metabolomic and proteomic profiling in bipolar disorder patients revealed potential molecular signatures related to hemostasis. 
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                                    A Current Encyclopedia of Bioinformatics Tools, Data Formats and Resources for Mass Spectrometry Lipidomics. 
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                                    Deep kernel learning improves molecular fingerprint prediction from tandem mass spectra. 
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                                    Just Add Data: automated predictive modeling for knowledge discovery and feature selection. 
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                                    Chemoresistant Cancer Cell Lines Are Characterized by Migratory, Amino Acid Metabolism, Protein Catabolism and IFN1 Signalling Perturbations. 
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                                    Fbxo7 promotes Cdk6 activity to inhibit PFKP and glycolysis in T cells. 
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                                    Comparative Metabolic Analysis Reveals a Metabolic Switch in Mature, Hydrated, and Germinated Pollen in Arabidopsis thaliana. 
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                                    Differential Accumulation of Metabolites and Transcripts Related to Flavonoid, Styrylpyrone, and Galactolipid Biosynthesis in Equisetum Species and Tissue Types. 
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                                    PI(18:1/18:1) is a SCD1-derived lipokine that limits stress signaling. 
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                                    Predicting T-cell quality during manufacturing through an artificial intelligence-based integrative multiomics analytical platform. 
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                                    IDSL.IPA Characterizes the Organic Chemical Space in Untargeted LC/HRMS Data Sets. 
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                                    Elevation of fatty acid desaturase 2 in esophageal adenocarcinoma increases polyunsaturated lipids and may exacerbate bile acid-induced DNA damage. 
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                                    Exploring synergies between plant metabolic modelling and machine learning. 
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                                    Serum NMR Profiling Reveals Differential Alterations in the Lipoproteome Induced by Pfizer-BioNTech Vaccine in COVID-19 Recovered Subjects and Naïve Subjects. 
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                                    Preclinical characterization and target validation of the antimalarial pantothenamide MMV693183. 
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                                    Effect of chronic and acute enterotoxigenic E. coli challenge on growth performance, intestinal inflammation, microbiome, and metabolome of weaned piglets. 
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                                    Multi-Omics Strategies for Investigating the Microbiome in Toxicology Research. 
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                                    Non-targeted metabolomics and associations with per- and polyfluoroalkyl substances (PFAS) exposure in humans: A scoping review. 
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                                    Reduced ER-mitochondria connectivity promotes neuroblastoma multidrug resistance. 
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                                    Cloud-based archived metabolomics data: A resource for in-source fragmentation/annotation, meta-analysis and systems biology. 
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                                    Integrative OMICS Data-Driven Procedure Using a Derivatized Meta-Analysis Approach. 
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                                    Comparative metabolomics with Metaboseek reveals functions of a conserved fat metabolism pathway in C. elegans. 
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                                    Systems neuroimmunology: a review of multiomics methodologies to characterize neuroimmunological interactions in spinal and cranial diseases. 
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                                    Lipidomics Analysis of Outer Membrane Vesicles and Elucidation of the Inositol Phosphoceramide Biosynthetic Pathway in Bacteroides thetaiotaomicron. 
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                                    massNet: integrated processing and classification of spatially resolved mass spectrometry data using deep learning for rapid tumor delineation. 
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                                    THEM6-mediated reprogramming of lipid metabolism supports treatment resistance in prostate cancer. 
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                                    LCMD: Lung Cancer Metabolome Database. 
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                                    Urine-Based Metabolomics and Machine Learning Reveals Metabolites Associated with Renal Cell Carcinoma Stage. 
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                                    Lipidomic and Metabolomic Signature of Progression of Chronic Kidney Disease in Patients with Severe Obesity. 
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                                    Development of RIKEN Plant Metabolome MetaDatabase. 
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                                    Navigating Multi-Scale Cancer Systems Biology Towards Model-Driven Clinical Oncology and Its Applications in Personalized Therapeutics. 
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                                    GNPS Dashboard: collaborative exploration of mass spectrometry data in the web browser. 
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                                    Stable Isotopes for Tracing Cardiac Metabolism in Diseases. 
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                                    Sodium dichloroacetate stimulates cardiac mitochondrial metabolism and improves cardiac conduction in the ovine fetus during labor. 
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                                    Metabolites involved in purine degradation, insulin resistance, and fatty acid oxidation are associated with prediction of Gestational diabetes in plasma. 
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                                    Grapevine and Wine Metabolomics-Based Guidelines for FAIR Data and Metadata Management. 
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                                    Toward modeling metabolic state from single-cell transcriptomics. 
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                                    Prochlorococcus extracellular vesicles: molecular composition and adsorption to diverse microbes. 
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                                    Metabolomics in Exercise and Sports: A Systematic Review. 
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                                    maplet: An extensible R toolbox for modular and reproducible metabolomics pipelines. 
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                                    Pharmacometabolomics by NMR in Oncology: A Systematic Review. 
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                                    MSCAT: A Machine Learning Assisted Catalog of Metabolomics Software Tools. 
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                                    High-confidence structural annotation of metabolites absent from spectral libraries. 
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                                    Advancements in capturing and mining mass spectrometry data are transforming natural products research. 
 PMID:34612288
                                    
                                
                                    Marine dissolved organic matter: a vast and unexplored molecular space. 
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                                    Control of topoisomerase II activity and chemotherapeutic inhibition by TCA cycle metabolites. 
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                                    The immunometabolite itaconate inhibits heme synthesis and remodels cellular metabolism in erythroid precursors. 
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                                    Metabolomics for personalized medicine: the input of analytical chemistry from biomarker discovery to point-of-care tests. 
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                                    Closing the gap between in vivo and in vitro omics: using QA/QC to strengthen ex vivo NMR metabolomics. 
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                                    Torsin and NEP1R1-CTDNEP1 phosphatase affect interphase nuclear pore complex insertion by lipid-dependent and lipid-independent mechanisms. 
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                                    DecoID improves identification rates in metabolomics through database-assisted MS/MS deconvolution. 
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                                    Mass spectrometry-based metabolomics: a guide for annotation, quantification and best reporting practices. 
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                                    Guide to Semi-Quantitative Non-Targeted Screening Using LC/ESI/HRMS. 
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                                    Characterisation of the Antibiotic Profile of Lysobacter capsici AZ78, an Effective Biological Control Agent of Plant Pathogenic Microorganisms. 
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                                    Data Processing Thresholds for Abundance and Sparsity and Missed Biological Insights in an Untargeted Chemical Analysis of Blood Specimens for Exposomics. 
 PMID:34178917
                                    
                                
                                    MassBase: A large-scaled depository of mass spectrometry datasets for metabolome analysis. 
 PMID:34177338
                                    
                                
                                    Metabolome modulation of the host adaptive immunity in human malaria. 
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                                    Reinforcing one-carbon metabolism via folic acid/Folr1 promotes β-cell differentiation. 
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                                    MetaboAnalyst 5.0: narrowing the gap between raw spectra and functional insights. 
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                                    TOMATOMET: A metabolome database consists of 7118 accurate mass values detected in mature fruits of 25 tomato cultivars. 
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                                    UPLC-TOF-MS/MS-Based Metabolomics Analysis Reveals Species-Specific Metabolite Compositions in Pitchers of Nepenthes ampullaria, Nepenthes rafflesiana, and Their Hybrid Nepenthes × hookeriana. 
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                                    LipidSuite: interactive web server for lipidomics differential and enrichment analysis. 
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                                    Repository scale classification and decomposition of tandem mass spectral data. 
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                                    The History of Gene Hunting in Hereditary Spinocerebellar Degeneration: Lessons From the Past and Future Perspectives. 
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                                    The mwtab Python Library for RESTful Access and Enhanced Quality Control, Deposition, and Curation of the Metabolomics Workbench Data Repository. 
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                                    Parallel Multi-Omics in High-Risk Subjects for the Identification of Integrated Biomarker Signatures of Type 1 Diabetes. 
 PMID:33806609
                                    
                                
                                    Toward the discovery of biological functions associated with the mechanosensor Mtl1p of Saccharomyces cerevisiae via integrative multi-OMICs analysis. 
 PMID:33795741
                                    
                                
                                    The effects of birth weight and estimated breeding value for protein deposition on nitrogen efficiency in growing pigs. 
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                                    Multi-Omic Biomarkers as Potential Tools for the Characterisation of Pancreatic Cystic Lesions and Cancer: Innovative Patient Data Integration. 
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                                    Gestational long-term hypoxia induces metabolomic reprogramming and phenotypic transformations in fetal sheep pulmonary arteries. 
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                                    A community resource for paired genomic and metabolomic data mining. 
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                                    Pathway Tools Visualization of Organism-Scale Metabolic Networks. 
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                                    Areas of Metabolomic Exploration for Helminth Infections. 
 PMID:33492932
                                    
                                
                                    State of the Field in Multi-Omics Research: From Computational Needs to Data Mining and Sharing. 
 PMID:33362867
                                    
                                
                                    Research progress and perspective in metabolism and metabolomics of psoriasis. 
 PMID:33237698
                                    
                                
                                    Toward the identification of a phytocannabinoid-like compound in the flowers of a South African medicinal plant (Leonotis leonurus). 
 PMID:33172494
                                    
                                
                                    Auto-deconvolution and molecular networking of gas chromatography-mass spectrometry data. 
 PMID:33169034
                                    
                                
                                    Mining Public Mass Spectrometry Data to Characterize the Diversity and Ubiquity of P. aeruginosa Specialized Metabolites. 
 PMID:33167332
                                    
                                
                                    MetaClean: a machine learning-based classifier for reduced false positive peak detection in untargeted LC-MS metabolomics data. 
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                                    Evaluation of the use of untargeted metabolomics in the safety assessment of genetically modified crops. 
 PMID:33037482
                                    
                                
                                    A compromised developmental trajectory of the infant gut microbiome and metabolome in atopic eczema. 
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                                    Accurate Blood-Based Diagnostic Biosignatures for Alzheimer's Disease via Automated Machine Learning. 
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                                    A multi-omics approach to solving problems in plant disease ecology. 
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                                    Recommendations for standardizing nomenclature for dietary (poly)phenol catabolites. 
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                                    Insights into glucocorticoid responses derived from omics studies. 
 PMID:32910934
                                    
                                
                                    Stirred suspension bioreactors maintain naïve pluripotency of human pluripotent stem cells. 
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                                    Food Phenotyping: Recording and Processing of Non-Targeted Liquid Chromatography Mass Spectrometry Data for Verifying Food Authenticity. 
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                                    Dependence of the Staphylococcal Volatilome Composition on Microbial Nutrition. 
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                                    Five Easy Metrics of Data Quality for LC-MS-Based Global Metabolomics. 
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                                    ReDU: a framework to find and reanalyze public mass spectrometry data. 
 PMID:32807955
                                    
                                
                                    Addressing the batch effect issue for LC/MS metabolomics data in data preprocessing. 
 PMID:32807888
                                    
                                
                                    20(S)-Protopanaxatriol promotes the binding of P53 and DNA to regulate the antitumor network via multiomic analysis. 
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                                    Metabolomics and Multi-Omics Integration: A Survey of Computational Methods and Resources. 
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                                    Pathway-Activity Likelihood Analysis and Metabolite Annotation for Untargeted Metabolomics Using Probabilistic Modeling. 
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                                    On the Use of Correlation and MI as a Measure of Metabolite-Metabolite Association for Network Differential Connectivity Analysis. 
 PMID:32344593
                                    
                                
                                    NOREVA: enhanced normalization and evaluation of time-course and multi-class metabolomic data. 
 PMID:32324219
                                    
                                
                                    New markers for sepsis caused by Pseudomonas aeruginosa during burn infection. 
 PMID:32170472
                                    
                                
                                    Sting nematodes modify metabolomic profiles of host plants. 
 PMID:32042018
                                    
                                
                                    Compartment and hub definitions tune metabolic networks for metabolomic interpretations. 
 PMID:31972021
                                    
                                
                                    Metabolomic and Lipidomic Signatures of Metabolic Syndrome and its Physiological Components in Adults: A Systematic Review. 
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                                    Mass spectrometry searches using MASST. 
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                                    From Samples to Insights into Metabolism: Uncovering Biologically Relevant Information in LC-HRMS Metabolomics Data. 
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                                    Pathway Tools version 23.0 update: software for pathway/genome informatics and systems biology. 
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                                    Assessment of coverage for endogenous metabolites and exogenous chemical compounds using an untargeted metabolomics platform. 
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                                    A comparative evaluation of the generalised predictive ability of eight machine learning algorithms across ten clinical metabolomics data sets for binary classification. 
 PMID:31728648
                                    
                                
                                    Creating a Reliable Mass Spectral-Retention Time Library for All Ion Fragmentation-Based Metabolomics. 
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                                    A Bioinformatics Guide to Plant Microbiome Analysis. 
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                                    Enzyme annotation in UniProtKB using Rhea. 
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                                    The metaRbolomics Toolbox in Bioconductor and beyond. 
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                                    Toward collaborative open data science in metabolomics using Jupyter Notebooks and cloud computing. 
 PMID:31522294
                                    
                                
                                    LAS: A Lipid Annotation Service Capable of Explaining the Annotations It Generates. 
 PMID:31462967
                                    
                                
                                    Perspectives on Data Analysis in Metabolomics: Points of Agreement and Disagreement from the 2018 ASMS Fall Workshop. 
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                                    The late stage of COPI vesicle fission requires shorter forms of phosphatidic acid and diacylglycerol. 
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                                    Metabolomics Analytics Workflow for Epidemiological Research: Perspectives from the Consortium of Metabolomics Studies (COMETS). 
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                                    Delayed death in the malaria parasite Plasmodium falciparum is caused by disruption of prenylation-dependent intracellular trafficking. 
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                                    Correlations Between LC-MS/MS-Detected Glycomics and NMR-Detected Metabolomics in Caenorhabditis elegans Development. 
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                                    NIH workshop on human milk composition: summary and visions. 
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                                    NMR Spectroscopy for Metabolomics Research. 
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                                    In Silico Toxicology Data Resources to Support Read-Across and (Q)SAR. 
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                                    Mass Spectrometry Data Repository Enhances Novel Metabolite Discoveries with Advances in Computational Metabolomics. 
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                                    Cheminformatics approach to exploring and modeling trait-associated metabolite profiles. 
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                                    Staring into the void: demystifying microbial metabolomics. 
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                                    MENDA: a comprehensive curated resource of metabolic characterization in depression. 
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                                    The Consortium of Metabolomics Studies (COMETS): Metabolomics in 47 Prospective Cohort Studies. 
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                                    Continuous in vivo Metabolism by NMR. 
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                                    Accounting for biological variation with linear mixed-effects modelling improves the quality of clinical metabolomics data. 
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                                    Pseudomonas aeruginosa Alters Its Transcriptome Related to Carbon Metabolism and Virulence as a Possible Survival Strategy in Blood from Trauma Patients. 
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                                    Using Pathway Covering to Explore Connections among Metabolites. 
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                                    Changes in the Canine Plasma Lipidome after Short- and Long-Term Excess Glucocorticoid Exposure. 
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                                    Immunometabolic Signatures Predict Risk of Progression to Active Tuberculosis and Disease Outcome. 
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                                    Redox Systems Biology of Nutrition and Oxidative Stress. 
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                                    Application of metabolomics in viral pneumonia treatment with traditional Chinese medicine. 
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                                    Interoperable and scalable data analysis with microservices: applications in metabolomics. 
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                                    A Tool to Encourage Minimum Reporting Guideline Uptake for Data Analysis in Metabolomics. 
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                                    RANCM: a new ranking scheme for assigning confidence levels to metabolite assignments in NMR-based metabolomics studies. 
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                                    Metabolite and gene expression profiles suggest a putative mechanism through which high dietary carbohydrates reduce the content of hepatic betaine in Megalobrama amblycephala. 
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                                    Identification of bioactive metabolites using activity metabolomics. 
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                                    Metabolomics Approaches for the Diagnosis and Understanding of Kidney Diseases. 
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                                    mzTab-M: A Data Standard for Sharing Quantitative Results in Mass Spectrometry Metabolomics. 
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                                    Advances in the application of comprehensive two-dimensional gas chromatography in metabolomics. 
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                                    PhenoMeNal: processing and analysis of metabolomics data in the cloud. 
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                                    Metabolite changes in blood predict the onset of tuberculosis. 
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                                    Untargeted Molecular Discovery in Primary Metabolism: Collision Cross Section as a Molecular Descriptor in Ion Mobility-Mass Spectrometry. 
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                                    The Omics Revolution Continues: The Maturation of High-Throughput Biological Data Sources. 
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                                    Umbilical cord blood metabolomics reveal distinct signatures of dyslipidemia prior to bronchopulmonary dysplasia and pulmonary hypertension. 
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                                    Untargeted metabolomics analysis of ischemia-reperfusion-injured hearts ex vivo from sedentary and exercise-trained rats. 
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                                    LipidFinder on LIPID MAPS: peak filtering, MS searching and statistical analysis for lipidomics. 
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                                    Are microbiome studies ready for hypothesis-driven research? 
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                                    The value of universally available raw NMR data for transparency, reproducibility, and integrity in natural product research. 
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                                    A decade after the metabolomics standards initiative it's time for a revision. 
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                                    Variable selection in omics data: A practical evaluation of small sample sizes. 
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                                    Metabolite extraction for high-throughput FTICR-MS-based metabolomics of grapevine leaves. 
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                                    Combining mechanism-based prediction with patient-based profiling for psoriasis metabolomics biomarker discovery. 
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                                    Software Tools and Approaches for Compound Identification of LC-MS/MS Data in Metabolomics. 
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                                    A Python library for FAIRer access and deposition to the Metabolomics Workbench Data Repository. 
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                                    Applications of metabolomics to study cancer metabolism. 
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                                    Cardiovascular Metabolomics. 
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                                    SECIMTools: a suite of metabolomics data analysis tools. 
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                                    Promises and pitfalls of untargeted metabolomics. 
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                                    Expanding the Coverage of the Metabolome with Nitrogen-Based NMR. 
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                                    When Transcriptomics and Metabolomics Work Hand in Hand: A Case Study Characterizing Plant CDF Transcription Factors. 
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                                    A lost opportunity for science: journals promote data sharing in metabolomics but do not enforce it. 
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                                    RaMP: A Comprehensive Relational Database of Metabolomics Pathways for Pathway Enrichment Analysis of Genes and Metabolites. 
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                                    Breathprinting Reveals Malaria-Associated Biomarkers and Mosquito Attractants. 
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                                    Beyond genomics: understanding exposotypes through metabolomics. 
 PMID:29373992
                                    
                                
                                    Evaluation and comparison of bioinformatic tools for the enrichment analysis of metabolomics data. 
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                                    Strategies for dereplication of natural compounds using high-resolution tandem mass spectrometry. 
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                                    Panomics for Precision Medicine. 
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                                    HMDB 4.0: the human metabolome database for 2018. 
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                                    Chemical Similarity Enrichment Analysis (ChemRICH) as alternative to biochemical pathway mapping for metabolomic datasets. 
 PMID:29109515
                                    
                                
                                    LiverWiki: a wiki-based database for human liver. 
 PMID:29029599
                                    
                                
                                    Compliance with minimum information guidelines in public metabolomics repositories. 
 PMID:28949328
                                    
                                
                                    Systems-Level Annotation of a Metabolomics Data Set Reduces 25 000 Features to Fewer than 1000 Unique Metabolites. 
 PMID:28914531
                                    
                                
                                    Navigating freely-available software tools for metabolomics analysis. 
 PMID:28890673
                                    
                                
                                    Recommendations for Improving Identification and Quantification in Non-Targeted, GC-MS-Based Metabolomic Profiling of Human Plasma. 
 PMID:28841195
                                    
                                
                                    Metabolomic Evaluation of the Consequences of Plasma Cystathionine Elevation in Adults with Stable Angina Pectoris. 
 PMID:28794210
                                    
                                
                                    Exercise-Induced Alterations in Skeletal Muscle, Heart, Liver, and Serum Metabolome Identified by Non-Targeted Metabolomics Analysis. 
 PMID:28786928
                                    
                                
                                    Metabolite Measurement: Pitfalls to Avoid and Practices to Follow. 
 PMID:28654323
                                    
                                
                                    NOREVA: normalization and evaluation of MS-based metabolomics data. 
 PMID:28525573
                                    
                                
                                    From chromatogram to analyte to metabolite. How to pick horses for courses from the massive web resources for mass spectral plant metabolomics. 
 PMID:28520864
                                    
                                
                                    Cancer progression by reprogrammed BCAA metabolism in myeloid leukaemia. 
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                                    A Web Service Framework for Interactive Analysis of Metabolomics Data. 
 PMID:28514166
                                    
                                
                                    Identification of small molecules using accurate mass MS/MS search. 
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                                    Mass Spectral Feature List Optimizer (MS-FLO): A Tool To Minimize False Positive Peak Reports in Untargeted Liquid Chromatography-Mass Spectroscopy (LC-MS) Data Processing. 
 PMID:28225594
                                    
                                
                                    Metabolomics: A Primer. 
 PMID:28196646
                                    
                                
                                    Dimethyl Itaconate Is Not Metabolized into Itaconate Intracellularly. 
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                                    Sparse network modeling and metscape-based visualization methods for the analysis of large-scale metabolomics data. 
 PMID:28137712
                                    
                                
                                    Recent Advances in NMR-Based Metabolomics. 
 PMID:28105846
                                    
                                
                                    Global open data management in metabolomics. 
 PMID:28092796
                                    
                                
                                    Computational tools and workflows in metabolomics: An international survey highlights the opportunity for harmonisation through Galaxy. 
 PMID:28090198
                                    
                                
                                    A complete workflow for high-resolution spectral-stitching nanoelectrospray direct-infusion mass-spectrometry-based metabolomics and lipidomics. 
 PMID:28079878
                                    
                                
                                    Considerations when choosing a genetic model organism for metabolomics studies. 
 PMID:28025166
                                    
                                
                                    Performance Evaluation and Online Realization of Data-driven Normalization Methods Used in LC/MS based Untargeted Metabolomics Analysis. 
 PMID:27958387
                                    
                                
                                    Towards an open grapevine information system. 
 PMID:27917288
                                    
                                
                                    Defective cholesterol metabolism in amyotrophic lateral sclerosis. 
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                                    Increasing rigor in NMR-based metabolomics through validated and open source tools. 
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                                    The future of NMR-based metabolomics. 
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                                    Sharing and community curation of mass spectrometry data with Global Natural Products Social Molecular Networking. 
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                                    The Time Is Right to Focus on Model Organism Metabolomes. 
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                                    Bar Coding MS(2) Spectra for Metabolite Identification. 
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                                    The 2016 database issue of Nucleic Acids Research and an updated molecular biology database collection. 
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