Evidence map›Paper›PMID 42164320›Full record

ArticleISME communications2026

Vertical stratification and functional coupling of antibiotic resistance and carbon metabolism in thermokarst lake sediments.

Ze Ren, Mingfeng Zhao, Ruoting Chen, Xinyun Zhang

Abstract read
In one paragraph

Article in ISME communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Ze RenKey Laboratory of Lake and Watershed Science for Water Security, Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing 210008, China.ORCID https://orcid.org/0000-0002-1473-2697
Mingfeng ZhaoKey Laboratory of Lake and Watershed Science for Water Security, Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing 210008, China.
Ruoting ChenKey Laboratory of Lake and Watershed Science for Water Security, Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing 210008, China.
Xinyun ZhangKey Laboratory of Lake and Watershed Science for Water Security, Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing 210008, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Thermokarst lakes are biogeochemical hotspots and reservoirs of antibiotic resistance genes (ARGs), yet their vertical organization remains poorly understood. Here, we investigated the vertical stratification of ARGs in sediment cores from thermokarst lakes on the Qinghai-Xizang Plateau, quantifying their distribution and associations with mobile genetic elements (MGEs) and carbohydrate-active enzymes (CAZymes). The results revealed pronounced vertical differentiation, with ARG richness decreasing but β-diversity increasing with depth. A total of 386 ARGs were identified, of which 39% increased and 22% decreased significantly along the depth gradient. Multidrug and glycopeptide resistance genes dominated the profiles, while macrolide, tetracycline, and fluoroquinolone resistance were most abundant overall. MGEs, primarily transposase and recombinase genes, were strongly correlated with ARGs, underscoring horizontal gene transfer as a key mechanism for their persistence and dispersal. Co-occurrence analyses further revealed both positive and negative associations between ARGs and CAZymes, indicating synergistic and antagonistic couplings between antibiotic resistance and microbial carbon metabolism. Genes involved in energy-efficient carbon degradation (e.g. glycoside hydrolases and glycosyltransferases) were positively correlated with resistance genes enhancing stress tolerance, whereas negative interactions reflected trade-offs between carbon utilization and resistance maintenance. These findings demonstrate that ARGs are vertically structured and functionally integrated within microbial metabolic networks, providing new insights into their ecological roles in thermokarst lakes.

Indexed as

antibiotic resistance genescarbohydrate metabolismsediment coresthermokarst lakesvertical distribution

Identifiers

PMID42164320
PMCPMC13184972

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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.