ArticleJournal of separation science2026
Direct Liquid Injection in Comprehensive Two-Dimensional Gas Chromatography Hyphenated to Quadrupole Time-of-Flight Mass Spectrometry Quality Profiling of Commercial Whiskies.
Article in Journal of separation science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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
1 citing paper in PubMed.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Luxury food products such as olive oil, wine, and whisky are highly vulnerable to fraudulent practices. Their chemical complexity, fortunately, provides numerous potential adulteration markers, but unfortunately also necessitates the use of powerful, comprehensive profiling approaches involving detailed methods for sample cleanup and analysis. One technique capable of both targeted marker analysis and untargeted profiling is comprehensive two-dimensional gas chromatography coupled to high-resolution mass spectrometry (GC×GC-HRMS). However, as with other chromatographic methods, this technique typically requires substantial sample preparation to eliminate contaminants, which increases the risk of losing valuable information. To address this issue, a direct-injection GC×GC-HRMS technique was developed for comprehensive quality profiling of whiskies. Multiple injection parameters were optimized to deal with the direct injection of a large series of whiskies with a focus on data quality. Overall, carryover percentages of less than 1.5% were obtained, except for long-chain linear acids, sugar-related compounds, and lignin-related compounds (carryover at most 7.1%, 11.4%, and 18%, respectively). The method demonstrated adequate sensitivity to identify numerous quality marker compounds. The developed method was applied to 59 whiskies, with some samples being measured in multiple sequences to assess method stability. Finally, chemometric analyses proved the data to be of good quality. By employing techniques such as principal component analysis, hierarchical clustering analysis, and partial least squares regression, valuable information was obtained, including insights into the preparation process and prize categorization.
Indexed as
Identifiers
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.