ReviewMolecules (Basel, Switzerland)2021
Non-Targeted Screening Approaches for Profiling of Volatile Organic Compounds Based on Gas Chromatography-Ion Mobility Spectroscopy (GC-IMS) and Machine Learning.
Review in Molecules (Basel, Switzerland), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers, 1 of them a synthesis that pooled it.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
35 citing papers in PubMed, 1 synthesis or guideline pooled it, 83 citations in OpenAlex.
- A comprehensive meta-analysis and systematic review of breath analysis in detection of COVID-19 through Volatile organic compounds.Diagnostic microbiology and infectious disease · 2024Pooled it
- Detailed Chemical Composition Characterization and Multicomponent Quality Control of Cyclocarya paliurus by Combining UPLC-Q-Orbitrap MS, GC-MS, and GC-IMS.Journal of mass spectrometry : JMS · 2026Article
- Starter-Culture-Dependent Effects ofFoods (Basel, Switzerland) · 2026Article
- Study on Walnut Oil-Fructooligosaccharide Emulsions Fabricated by High-Pressure Microfluidization and Their Application in Improving Rice Quality.Foods (Basel, Switzerland) · 2026Article
- Analytical Challenges and Strategies for Compound Identification Using Gas Chromatography-Ion Mobility Spectrometry.Analytical chemistry · 2026Article
- Roasting Time Shapes Quality Attributes, Aroma Formation and Oxidative Lipid Remodeling in Almond Oil.Foods (Basel, Switzerland) · 2026Article
- Analysis of nutritional components and flavor compounds in naturally fermented, fermentation agent-fermented, and unfermented multi-grain pancakes.Food chemistry: X · 2026Article
- Influence ofMetabolites · 2026Article
- Urine volatile organic compounds (VOCs) combined with machine learning algorithm in the diagnosis of gallstones with cholecystitis.Scientific reports · 2026Article
- Intelligent Discrimination of Grain Aging Using Volatile Organic Compound Fingerprints and Machine Learning: A Comprehensive Review.Foods (Basel, Switzerland) · 2026Review
- Urine volatile organic compounds profiling via GC-IMS combined with machine learning: a powerful diagnostic and pathogen differentiation tool for urinary tract infections.Frontiers in cellular and infection microbiology · 2026Article
- Sustainable remediation strategies for emerging PFAS contaminants in water.RSC advances · 2025Review
- Optimizing GC-IMS for Pork Volatile Fingerprinting: Effects of Incubation Conditions and Medium on Aroma Profiles.Foods (Basel, Switzerland) · 2025Article
- Volatile Organic Compounds in Teas: Identification, Extraction, Analysis, and Application of Tea Aroma.Foods (Basel, Switzerland) · 2025Review
- Comparison of the quantification performance of thermal desorption GC-IMS and GC-MS in VOC analysis.Analytical and bioanalytical chemistry · 2025Article
- Changes in the Volatile Profile, Fruity Flavor, and Rancidity in Virgin Olive Oils During Storage by Targeted and Untargeted Analytical Approaches.Foods (Basel, Switzerland) · 2025Article
- Comparative Analysis of Volatile Organic Compounds in Different Parts of Ginseng Powder Using Gas Chromatography-Ion Mobility Spectrometry.Molecules (Basel, Switzerland) · 2025Article
- Effect of Low-Temperature Plasma Sterilization on the Quality of Pre-Prepared Tomato-Stewed Beef Brisket During Storage: Microorganism, Freshness, Protein Oxidation and Flavor Characteristics.Foods (Basel, Switzerland) · 2025Article
- Metabolic Dynamics and Sensory Impacts of Aging on Peony Mead: Insights into Nonenzymatic Reactions.Foods (Basel, Switzerland) · 2025Article
- Innovative Supported Membranes for Ion Mobility Spectrometer (IMS) Sample Introduction Systems with High Permeability Relative to Toxic Agents in Air (TAAs).Materials (Basel, Switzerland) · 2025Article
Corrections and comments
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Authors and funding
2 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Due to its high sensitivity and resolving power, gas chromatography-ion mobility spectrometry (GC-IMS) is a powerful technique for the separation and sensitive detection of volatile organic compounds. It is a robust and easy-to-handle technique, which has recently gained attention for non-targeted screening (NTS) approaches. In this article, the general working principles of GC-IMS are presented. Next, the workflow for NTS using GC-IMS is described, including data acquisition, data processing and model building, model interpretation and complementary data analysis. A detailed overview of recent studies for NTS using GC-IMS is included, including several examples which have demonstrated GC-IMS to be an effective technique for various classification and quantification tasks. Lastly, a comparison of targeted and non-targeted strategies using GC-IMS are provided, highlighting the potential of GC-IMS in combination with NTS.
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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.