ArticleNPJ biofilms and microbiomes2022
Microbial co-occurrence network topological properties link with reactor parameters and reveal importance of low-abundance genera.
Article in NPJ biofilms and microbiomes, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 69 papers.
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
69 citing papers in PubMed.
- Community succession and functional trait reorganization in a continuous aerobic denitrification reactor under repeated hydraulic retention time reductions.Bioprocess and biosystems engineering · 2026Article
- Turnover of microbial specialists and generalists shapes deterministic assembly and network stability along a salinity-alkalinity gradient in inland wetland soils.Brazilian journal of microbiology : [publication of the Brazilian Society for Microbiology] · 2026Article
- Article
- Regulatory Effects of Tannin Supplementation on Microbial Succession and Flavor Formation During Xiaoqu Light-Flavor Baijiu Fermentation.Foods (Basel, Switzerland) · 2026Article
- Differential co-occurrence analysis: a method to extract ecological modules from clinical microbiome data.mSystems · 2026Article
- Cervicovaginal dysbiosis and microenvironment disruption are associated with cervical carcinogenesis.Microbiology spectrum · 2026Article
- Soil Microbial Diversity and Network Organization Respond to Land Use and Agricultural Inputs Worldwide.Global change biology · 2026Article
- Rhizobial Inoculation Improves Soil Properties and Microbial Network Stability to SupportMicroorganisms · 2026Article
- Rhizosphere Functional Plasticity and the Keystone TaxonPlants (Basel, Switzerland) · 2026Article
- Multi-omics characterization of microbial and metabolite profiles of Jeevamrit and Ghanjeevamrit cow-based bioformulations used in sustainable agriculture.Scientific reports · 2026Article
- Phage succession and putative mechanisms of microbial community regulation in Sichuan radish paocai (traditional Chinese fermented vegetable).Food chemistry: X · 2026Article
- Article
- Characterization of age-related changes in the gut microbiome and metabolome of Kunming dogs and their associations with police performance.Microbiome · 2026Article
- Environmental DNA monitoring of waterfowl reveals community changes during migration.PloS one · 2026Article
- Rhizosphere microbiome assembly drives metal sequestration inFrontiers in microbiology · 2026Article
- Ecological Processes Shaping Marine Microbial Assemblages Diverge Between Equatorial and Temperate Time-Series.Molecular ecology · 2026Article
- Succession of micro-food webs and their role in lignocellulose degradation during pepper stalk composting.Scientific reports · 2025Article
- MNetClass: a control-free microbial network clustering framework for identifying central subcommunities across ecological niches.mSystems · 2025Article
- Rhizosphere Effect Enhances Belowground Competition of Coastal InvasiveEcology and evolution · 2025Article
- The microbial community metabolic regime adapts to hydraulic disturbance in river-lake systems with high-frequency regulation.Environmental microbiome · 2025Article
9 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Operational factors and microbial interactions affect the ecology in anaerobic digestion systems. From 12 lab-scale reactors operated under distinct engineering conditions, bacterial communities were found driven by temperature, while archaeal communities by both temperature and substrate properties. Combining the bacterial and archaeal community clustering patterns led to five sample groups (ambient, mesophilic low-solid-substrate, mesophilic, mesophilic co-digestion and thermophilic) for co-occurrence network analysis. Network topological properties were associated with substrate characteristics and hydrolysis-methanogenesis balance. The hydrolysis efficiency correlated (p < 0.05) with clustering coefficient positively and with normalized betweenness negatively. The influent particulate COD ratio and the relative differential hydrolysis-methanogenesis efficiency (D
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.