ArticleGastroenterology2020
Serum Levels of Metabolites Produced by Intestinal Microbes and Lipid Moieties Independently Associated With Acute-on-Chronic Liver Failure and Death in Patients With Cirrhosis.
Article in Gastroenterology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 66 papers, 2 of them syntheses that pooled it.
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Who cites it
66 citing papers in PubMed, 2 syntheses or guidelines pooled it, 110 citations in OpenAlex.
- Beyond just correlation: causal machine learning for the microbiome, from prediction to health policy with econometric tools.Frontiers in microbiology · 2025Pooled it
- Research reviews and prospects of gut microbiota in liver cirrhosis: a bibliometric analysis (2001-2023).Frontiers in microbiology · 2024Pooled it
- Trial
- Transhepatic Gradients Reveal Selective Hepatic Processing Defects With Systemic Consequences in Cirrhosis.Comprehensive physiology · 2026Article
- Uncovering immune dysfunction in ACLF: Cellular mechanisms, molecular pathways, and therapeutic frontiers.Journal of hepatology · 2026Review
- Acute-on-Chronic Liver Failure: An Eroded Cliff Hit by a Storm-A Narrative Review.International journal of molecular sciences · 2026Review
- Prediagnostic Plasma Metabolite Profiles and Prediction of Hepatocellular Carcinoma Risk: The Multiethnic Cohort.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2026Article
- Characterization of multi-stage metabolic alterations in hepatitis B virus-related acute-on-chronic liver failure using high-coverage metabolomics.Metabolomics : Official journal of the Metabolomic Society · 2026Article
- Potential contribution of intestinal commensal microbiota to the progression of liver failure.Chinese medical journal · 2026Article
- The Metabolomic Signature of Stressful Life Events.medRxiv : the preprint server for health sciences · 2026Article
- Harnessing the power of the gut microbiome: a review of supplementation diagnosis and therapy for liver cirrhosis.Cellular and molecular life sciences : CMLS · 2026Review
- Alterations in Gut Microbiota and Metabolism in Cirrhotic Portal Hypertension: Implications for Disease Progression.Alimentary pharmacology & therapeutics · 2026Article
- Plasma lipidomic and fungal signatures predict early mortality in acute liver failure.Clinical and molecular hepatology · 2026Article
- Applying Metabolomics and Aptamer-Based Proteomics to Determine Pathophysiologic Differences in Decompensated Cirrhosis Patients Hospitalized with Acute Kidney Injury.Digestive diseases and sciences · 2025Article
- An analysis of diagnostic metabolomic profiles associated with hepatotoxicity during childhood ALL induction therapy.Blood advances · 2025Article
- Understanding crosstalk between the gut and liver microbiome: pathogenesis to therapeutic approaches in liver cancer.Cancer cell international · 2025Review
- Panose prevents acute-on-chronic liver failure by reducing bacterial infection in mice.The Journal of clinical investigation · 2025Article
- Role of Intestinal Microbiome in Potentiating Inflammation and Predicting Outcomes in Alcohol-Associated Cirrhosis.Gastroenterology clinics of North America · 2025Review
- Gut feeling gone wrong: Tangled relationship between disorders of gut-brain interaction and liver disease.World journal of hepatology · 2025Review
- High glycosylated serum protein to high density lipoprotein cholesterol ratios are predictive of worse acute on chronic liver failure prognoses.Scientific reports · 2025Article
6 more citing papers are in PubMed but not listed here.
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Authors and funding
19 authors at 11 institutions in 2 countries.
Funding
Abstract
BACKGROUND &
aimsInpatients with cirrhosis have high rates of acute-on-chronic failure (ACLF) development and high mortality within 30 days of admission to the hospital. Better biomarkers are needed to predict these outcomes. We performed metabolomic analyses of serum samples from patients with cirrhosis at multiple centers to determine whether metabolite profiles might identify patients at high risk for ACLF and death.
methodsWe performed metabolomic analyses, using liquid chromatography, of serum samples collected at time of admission to 12 North American tertiary hepatology centers from 602 patients in the North American Consortium for the Study of End-Stage Liver Disease sites from 2015 through 2017 (mean age, 56 years; 61% men; mean model for end-stage liver disease score, 19.5). We performed analysis of covariance, adjusted for model for end-stage liver disease at time of hospital admission, serum levels of albumin and sodium, and white blood cell count, to identify metabolites that differed between patients who did vs did not develop ACLF and patients who did vs did not die during hospitalization and within 30 days. We performed random forest analysis to identify specific metabolite(s) that were associated with outcomes and area under the curve (AUC) analyses to analyze them in context of clinical parameters. We analyzed microbiomes of stool samples collected from 133 patients collected at the same time and examined associations with serum metabolites.
resultsOf the 602 patients analyzed, 88 developed ACLF (15%), 43 died in the hospital (7%), and 72 died within 30 days (12%). Increased levels of compounds of microbial origin (aromatic compounds, secondary or sulfated bile acids, and benzoate) and estrogen metabolites, as well as decreased levels of phospholipids, were associated with development of ACLF, inpatient, and 30-day mortality and were also associated with fecal microbiomes. Random forest analysis and logistic regression showed that levels of specific microbially produced metabolites identified patients who developed ACLF with an AUC of 0.84 (95% confidence interval [CI] 0.78-0.88; P = .001), patients who died while in the hospital with an AUC of 0.81 (95% CI 0.74-0.85; P = .002), and patients who died within 30 days with an AUC of 0.77 (95% CI 0.73-0.81; P = .02). The metabolites were significantly additive to clinical parameters for predicting these outcomes. Metabolites associated with outcomes were also correlated with microbiomes of stool samples.
conclusionsIn an analysis of serum metabolites and fecal microbiomes of patients hospitalized with cirrhosis at multiple centers, we associated metabolites of microbial origin and lipid moieties with development of ACLF and death as an inpatient or within 30 days, after controlling for clinical features.
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