ArticleJAMA surgery2016
Use of Metabolomics to Trend Recovery and Therapy After Injury in Critically Ill Trauma Patients.
Article in JAMA surgery, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers.
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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.
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Who cites it
32 citing papers in PubMed, 51 citations in OpenAlex.
- A pilot study of alternative substrates in the critically Ill subject using a ketogenic feed.Nature communications · 2023Trial
- Analysis of the Plasma Metabolome after Trauma, Novel Circulating Sphingolipid Signatures, and In-Hospital Outcomes.Journal of the American College of Surgeons · 2021Trial
- Effect of the route of nutrition and L-alanyl-L-glutamine supplementation in amino acids' concentration in trauma patients.European journal of trauma and emergency surgery : official publication of the European Trauma Society · 2018Trial
- Plasma metabolite abundances are associated with urinary enterolactone excretion in healthy participants on controlled diets.Food & function · 2017Trial
- Metabolic profiles in adults with trauma receiving enteral nutrition support: A metabolomic cohort study.JPEN. Journal of parenteral and enteral nutrition · 2026Article
- Identification and pathway analysis of metabolic biomarkers of gastric acid aspiration-induced lung injury in mice.European journal of medical research · 2025Article
- A pilot study on hemodynamically stable isolated chest trauma patients reveals dysregulation of oxidative metabolism.Metabolomics : Official journal of the Metabolomic Society · 2025Article
- Advances in metabolomics in critically ill patients with sepsis and septic shock.Clinical and experimental emergency medicine · 2025Article
- Metabolomic and proteomic profiling of a burn-hemorrhagic shock swine model reveals a metabolomic signature associated with fatal outcomes.European journal of medical research · 2025Article
- Hydrogen-Rich Saline Combined With Vacuum Sealing Drainage Promotes Wound Healing by Altering Biotin Metabolism.Journal of cellular and molecular medicine · 2025Article
- Article
- Multi-omics reveal the metabolic patterns in mouse cumulus cells during oocyte maturation.Journal of ovarian research · 2023Article
- Integration of parallel metabolomics and transcriptomics reveals metabolic patterns in porcine oocytes during maturation.Frontiers in endocrinology · 2023Article
- Lipidomic signatures align with inflammatory patterns and outcomes in critical illness.Nature communications · 2022Article
- Metabonomic Analysis of Metabolites Produced byInfection and drug resistance · 2022Article
- Integration of Metabolomic and Clinical Data Improves the Prediction of Intensive Care Unit Length of Stay Following Major Traumatic Injury.Metabolites · 2021Article
- Measuring the human immune response to surgery: multiomics for the prediction of postoperative outcomes.Current opinion in critical care · 2021Review
- Identification of potential genes related to breast cancer brain metastasis in breast cancer patients.Bioscience reports · 2021Article
- Inhibition of glycolysis in the presence of antigen generates suppressive antigen-specific responses and restrains rheumatoid arthritis in mice.Biomaterials · 2021Article
- Cutaneous Thermal Injury Modulates Blood and Skin Metabolomes Differently in a Murine Model.Journal of burn care & research : official publication of the American Burn Association · 2021Article
Corrections and comments
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Authors and funding
7 authors at 3 institutions in 1 country.
Funding
Abstract
importanceMetabolomics is the broad and parallel study of metabolites within an organism and provides a contemporaneous snapshot of physiologic state. Use of metabolomics in the clinical setting may help achieve precision medicine for those who have experienced trauma, where diagnosis and treatment are tailored to the individual patient.
objectiveTo examine whether metabolomics can (1) distinguish healthy volunteers from trauma patients and (2) quantify changes in catabolic metabolites over time after injury. DESIGN, SETTING, AND
participantsProspective cohort study with enrollment from September 2014 to May 2015 at an urban, level 1 trauma center. Included in the study were 10 patients with severe blunt trauma admitted within 12 hours of injury with systolic blood pressure less than 90 mm Hg or base deficit greater than 6 mEq/L and 5 healthy volunteers. Plasma samples (n = 35) were obtained on days 1, 3, and 7, and they were analyzed using mass spectrometry. MAIN OUTCOMES AND MEASURES: Principal component analyses, multiple linear regression, and paired t tests were used to select biomarkers of interest. A broad-based metabolite profile comparison between trauma patients and healthy volunteers was performed. Specific biomarkers of interest were oxidative catabolites.
resultsTrauma patients had a median age of 45 years and a median injury severity score of 43 (interquartile range, 34-50). Healthy fasting volunteers had a median age of 33 years. Compared with healthy volunteers, trauma patients showed oxidative stress on day 1: niacinamide concentrations were a mean (interquartile range) of 0.95 (0.30-1.45) relative units for trauma patients vs 1.06 (0.96-1.09) relative units for healthy volunteers (P = .02), biotin concentrations, 0.43 (0.27-0.58) relative units for trauma patients vs 1.21 (0.93-1.56) relative units for healthy volunteers (P = .049); and choline concentrations, 0.17 (0.09-0.22) relative units for trauma patients vs 0.21 (0.18-0.22) relative units for healthy volunteers (P = .004). Trauma patients showed lower nucleotide synthesis on day 1: adenylosuccinate concentrations were 0.08 (0.04-0.12) relative units for trauma patients vs 0.15 (0.14-0.17) relative units for healthy volunteers (P = .02) and cytidine concentrations were 1.44 (0.95-1.73) relative units for trauma patients vs 1.74 (1.62-1.98) relative units for healthy volunteers (P = .05). From trauma day 1 to day 7, trauma patients showed increasing muscle catabolism: serine levels increased from 42.03 (31.20-54.95) µM to 79.37 (50.29-106.37) µM (P = .002), leucine levels increased from 69.21 (48.36-99.89) µM to 114.16 (92.89-143.52) µM (P = .004), isoleucine levels increased from 20.43 (10.92-27.41) µM to 48.72 (36.28-64.84) µM (P < .001), and valine levels increased from 122.56 (95.63-140.61) µM to 190.52 (136.68-226.07) µM (P = .004). There was an incomplete reversal of oxidative stress. CONCLUSIONS AND RELEVANCE: Metabolomics can function as a serial, comprehensive, and potentially personalized tool to characterize metabolism after injury. A targeted metabolomics approach was associated with ongoing oxidative stress, impaired nucleotide synthesis, and initial suppression of protein metabolism followed by increased nitrogen turnover. This technique may provide new therapeutic and nutrition targets in critically injured patients.
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