ArticleMicrobiome2018
Metatranscriptomics reveals a differential temperature effect on the structural and functional organization of the anaerobic food web in rice field soil.
Article in Microbiome, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 1 of them a synthesis that pooled it.
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Who cites it
23 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Pooled it
- Soil microbial ecology and microbiome-metabolite linkages improve understanding of ecosystem states along terrestrial-aquatic interfaces.FEMS microbiology ecology · 2026Article
- Different sodium and potassium homeostasis patterns between rare and abundant microbial taxa in biological soil crusts revealed by metatranscriptomics.Biometals : an international journal on the role of metal ions in biology, biochemistry, and medicine · 2026Article
- Article
- Quantifying Soil Microbiome Abundance by Metatranscriptomics and Complementary Molecular Techniques-Cross-Validation and Perspectives.Molecular ecology resources · 2025Article
- Unique plastisphere viromes with habitat-dependent potential for modulating global methane cycle.Nature communications · 2025Article
- Time-series metatranscriptomics reveals differential salinity effects on the methanogenic food web in paddy soil.mSystems · 2025Article
- Optimising RNA extraction for paddy bulk soil samples for metatranscriptome sequencing.BMC research notes · 2025Article
- Soil viral communities shifted significantly after wildfire in chaparral and woodland habitats.ISME communications · 2025Article
- Coevolution and cross-infection patterns between viruses and their host methanogens in paddy soils.ISME communications · 2025Article
- Increased methane production associated with community shifts towards Methanocella in paddy soils with the presence of nanoplastics.Microbiome · 2024Article
- Methanogenic Community Characteristics and Its Influencing Factors in Reservoir Sediments on the Northeastern Qinghai Plateau.Biology · 2024Article
- Article
- Pervasive associations between dark septate endophytic fungi with tree root and soil microbiomes across Europe.Nature communications · 2024Article
- Plant Growth-Promoting Bacteria of Soil: Designing of Consortia Beneficial for Crop Production.Microorganisms · 2023Review
- Complexity of temperature dependence in methanogenic microbial environments.Frontiers in microbiology · 2023Review
- Linking transcriptional dynamics of CHThe ISME journal · 2022Article
- Advancement of Metatranscriptomics towards Productive Agriculture and Sustainable Environment: A Review.International journal of molecular sciences · 2022Review
- Distinct Co-occurrence Relationships and Assembly Processes of Active Methane-Oxidizing Bacterial Communities Between Paddy and Natural Wetlands of Northeast China.Frontiers in microbiology · 2022Article
- Coexistence patterns of soil methanogens are closely tied to methane generation and community assembly in rice paddies.Microbiome · 2021Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe expected increase in global surface temperature due to climate change may have a tremendous effect on the structure and function of the anaerobic food web in flooded rice field soil. Here, we used the metatranscriptomic analysis of total RNA to gain a system-level understanding of this temperature effect on the methanogenic food web.
resultsMesophilic (30 °C) and thermophilic (45 °C) food web communities had a modular structure. Family-specific rRNA dynamics indicated that each network module represents a particular function within the food webs. Temperature had a differential effect on all the functional activities, including polymer hydrolysis, syntrophic oxidation of key intermediates, and methanogenesis. This was further evidenced by the temporal expression patterns of total bacterial and archaeal mRNA and of transcripts encoding carbohydrate-active enzymes (CAZymes). At 30 °C, various bacterial phyla contributed to polymer hydrolysis, with Firmicutes decreasing and non-Firmicutes (e.g., Bacteroidetes, Ignavibacteriae) increasing with incubation time. At 45 °C, CAZyme expression was solely dominated by the Firmicutes but, depending on polymer and incubation time, varied on family level. The structural and functional community dynamics corresponded well to process measurements (acetate, propionate, methane). At both temperatures, a major change in food web functionality was linked to the transition from the early to late stage. The mesophilic food web was characterized by gradual polymer breakdown that governed acetoclastic methanogenesis (Methanosarcinaceae) and, with polymer hydrolysis becoming the rate-limiting step, syntrophic propionate oxidation (Christensenellaceae, Peptococcaceae). The thermophilic food web had two activity stages characterized first by polymer hydrolysis and followed by syntrophic oxidation of acetate (Thermoanaerobacteraceae, Heliobacteriaceae, clade OPB54). Hydrogenotrophic Methanocellaceae were the syntrophic methanogen partner, but their population structure differed between the temperatures. Thermophilic temperature promoted proliferation of a new Methanocella ecotype.
conclusionsTemperature had a differential effect on the structural and functional continuum in which the methanogenic food web operates. This temperature-induced change in food web functionality may not only be a near-future scenario for rice paddies but also for natural wetlands in the tropics and subtropics.
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