ArticleScientific reports2026
Antimicrobial resistance varies with warming in active layer soil and permafrost.
Article in Scientific reports, 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
6 authors.
Funding
Abstract
Although antimicrobial resistance is a contemporary public health concern, antimicrobial resistance genes (ARGs) have existed long before human use of antimicrobials, and recent attention has focused on whether permafrost thaw could release ARGs as the resistome shifts. We present a metagenomic analysis of permafrost samples from four sites in Alaska and Sweden, thawed under laboratory conditions. We used ABRicate, an alignment-based tool, and DeepARG, a deep learning tool, to identify ARGs, assessed their abundances under experimental thaw, measured taxonomic shifts, and examined metagenome-assembled genomes (MAGs) carrying ARGs. ARG abundance varied with depth, with some permafrost containing more ARGs than the seasonally thawed active layer. ARG abundance increased with soil carbon and decreased with pH across sites, suggesting site-specific influences. The majority of 164 high-quality MAGs contained ARGs, including 80 out of 105 species identified. This included bacteria from nine phyla, demonstrating widespread distribution across microbial taxa. Laboratory thaw experiments revealed that ARG abundances did not change significantly in two of the sites, but declined with thaw in the remaining two sites. Together, these findings demonstrate that ARGs are consistently present in permafrost microbiomes across multiple sites, but relative abundances generally do not increase during thaw. While ARGs that persist may pose potential risks, our results suggest that permafrost thaw may not substantially elevate environmental or public health risks.
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.