ArticleThe ISME journal2023
Functional conservation of microbial communities determines composition predictability in anaerobic digestion.
Article in The ISME journal, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed.
- Comparing the performance of functional versus taxonomic metagenomics for detecting ammonia disturbances in the biogas system.FEMS microbiology ecology · 2026Article
- Environmental selection constrains metabolic network architecture despite taxonomic turnover in anaerobic digestion communities.The ISME journal · 2026Article
- Effect of increasing organic loading rate on hydrolytic enzyme activities and microbial communities during anaerobic digestion of energy crops.Frontiers in microbiology · 2026Article
- Convergent GenX biodegradation by genomically designed and functionally screened synthetic bacterial consortia.Frontiers in microbiology · 2026Article
- Graphitized Biochar Derived from Agricultural Wastes Enhances Methanogenesis via Conductivity-Driven Direct Interspecies Electron Transfer.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Harnessing Engineered Microbial Consortia for Xenobiotic Bioremediation: Integrating Multi-Omics and AI for Next-Generation Wastewater Treatment.Journal of xenobiotics · 2025Review
- Higher-order microbial interactions revealed by comparative metabolic modeling of synthetic communities with varying species composition.ISME communications · 2025Article
Corrections and comments
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Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
A major challenge in managing and engineering microbial communities is determining whether and how microbial community responses to environmental alterations can be predicted and explained, especially in microorganism-driven systems. We addressed this challenge by monitoring microbial community responses to the periodic addition of the same feedstock throughout anaerobic digestion, a typical microorganism-driven system where microorganisms degrade and transform the feedstock. The immediate and delayed response consortia were assemblages of microorganisms whose abundances significantly increased on the first or third day after feedstock addition. The immediate response consortia were more predictable than the delayed response consortia and showed a reproducible and predictable order-level composition across multiple feedstock additions. These results stood in both present (16 S rRNA gene) and potentially active (16 S rRNA) microbial communities and in different feedstocks with different biodegradability and were validated by simulation modeling. Despite substantial species variability, the immediate response consortia aligned well with the reproducible CH
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Registered trials
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