ReviewBiomolecules2026
Salivary Versus Circulating Insulin in Humans: Quantitative Evidence and Validation Requirements.
Review in Biomolecules, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Salivary insulin offers a non-invasive approach to repeated metabolic assessment, but its quantitative relationship with circulating insulin remains incompletely defined. Paired human evidence was critically examined across the domains of cross-matrix association, temporal correspondence, scale, quantitative mapping, agreement, validation, and transferability. Salivary insulin tracked serum or plasma insulin under defined fasting and dynamic conditions, although association strength, temporal correspondence, and saliva-to-blood scale varied across populations, metabolic states, protocols, and salivary measurands. The available paired human evidence includes one explicit saliva-to-plasma mapping equation. Calibration, direct individual-level agreement, and independent external validation of a fixed mapping were not demonstrated, and individual prediction error was not characterized. Current evidence therefore supports salivary insulin as a context-dependent indicator of circulating insulin dynamics rather than a generally transferable quantitative substitute for serum or plasma insulin. Progression toward quantitative use requires explicit definition of the target measurand and temporal relationship, adequate analytical validation, calibration, characterization of individual prediction error, agreement assessment when quantitative substitution is intended, and independent external validation.
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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 Socratic graph.