ArticlePloS one2026
Investigation of salivary microRNAs as non-invasive biomarkers for weaning stress in piglets: A preliminary study.
Article in PloS one, 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
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Weaning exposes piglets to abrupt nutritional and environmental changes that induce physiological stress. Saliva, unlike serum or tissue samples, enables repeated and stress-free sampling, making it a practical biological matrix for monitoring early-life adaptation. To evaluate whether salivary microRNAs (miRNAs) can serve as non-invasive indicators of these responses, we profiled miRNA expression in saliva collected from suckling and weaning piglets. Small RNA sequencing was conducted to detect salivary miRNAs and a total of 41 differentially expressed miRNAs (DEMs) were detected between the two groups, with 20 showing highly expression and 21 showing lowly expression in weaning piglets. Several of these DEMs have been previously associated with immune activity, inflammatory regulation, oxidative stress responses, and disease processes, highlighting their biological relevance during the weaning transition. Functional annotation of predicted target genes revealed enrichment in pathways such as TGF-beta, HIF-1, and AMPK signaling, as well as autophagy-related processes. These pathways are known to play key roles in stress adaptation, cellular metabolism, and immune modulation. These findings suggest that salivary miRNA profiles may reflect molecular changes associated with the weaning transition and may serve as candidate non-invasive indicators of physiological stress and health status in piglets. This approach may provide a basis for future development of saliva-based monitoring strategies after validation in larger cohorts and cost-effective targeted assays.
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.