ArticleMetabolites2020
A Workflow for Missing Values Imputation of Untargeted Metabolomics Data.
Article in Metabolites, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers.
What it found
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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.
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Who cites it
34 citing papers in PubMed.
- Early pregnancy metabolomic signatures for child growth trajectories: a prospective metabolome-wide association study.The American journal of clinical nutrition · 2026Article
- Gut microbiota-derived imidazole propionate promotes primary sclerosing cholangitis via p38 signalling.Nature metabolism · 2026Article
- Large-scale plasma proteomics improves prediction of heart failure among MASLD individuals: A prospective cohort study.American journal of preventive cardiology · 2026Article
- A Platform for High-Throughput Chemical Analysis of Foods: Characterization of Extra Virgin Olive by Direct Mass Spectrometry and Machine Learning.Journal of mass spectrometry : JMS · 2026Article
- A deep learning architecture for combining and imputing heterogeneous metabolomics datasets.BMC bioinformatics · 2026Article
- Genome-wide association studies of missing metabolite measures from two population-based studies.Genome biology · 2026Article
- Alterations of Plasma Metabolites Associated with Sickle Cell Trait.Clinical journal of the American Society of Nephrology : CJASN · 2026Article
- Blood-based biomarker discovery for early pregnancy loss using integrative multi-omics strategies.EBioMedicine · 2026Article
- The Metabolomic Signature of Stressful Life Events.medRxiv : the preprint server for health sciences · 2026Article
- Information-Content-Informed Kendall-Tau Correlation Methodology: Interpreting Missing Values in Metabolomics as Potentially Useful Information.Metabolites · 2026Article
- Article
- Comprehensive Analysis of Immune-Related Mitochondrial Genes in Ischemic Stroke Through Integrated Bioinformatics and Validation.Biomedicines · 2026Article
- Mission imputable: Effects of missing data processing on infectious disease detection and prognosis.PloS one · 2026Article
- Metabolomic biomarkers predict long-term physical function in survivors of acute respiratory failure.Respiratory research · 2025Article
- Metabolomic Biomarkers Predict Long-term Physical Function in Survivors of Acute Respiratory Failure.Research square · 2025Article
- Steroid hormone biosynthesis and dietary related metabolites associated with excessive daytime sleepiness.EBioMedicine · 2025Article
- Robust Metabolomic Age Prediction Based on a Wide Selection of Metabolites.The journals of gerontology. Series A, Biological sciences and medical sciences · 2025Article
- Description of metabolic differences between castrated males and intact gilts obtained from high-throughput metabolomics of porcine plasma.Journal of animal science · 2025Article
- Untargeted metabolomics data in the By-Band-Sleeve trial and ALSPAC: integrating clinical trial and population cohort data.Wellcome open research · 2025Article
- Development and internal verification of nomogram for forecasting delirium in the elderly admitted to intensive care units: an analysis of MIMIC-IV database.Frontiers in neurology · 2025Article
Corrections and comments
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Authors and funding
12 authors.
Funding
Abstract
Metabolomics studies have seen a steady growth due to the development and implementation of affordable and high-quality metabolomics platforms. In large metabolite panels, measurement values are frequently missing and, if neglected or sub-optimally imputed, can cause biased study results. We provided a publicly available, user-friendly
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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.