ReviewFrontiers in microbiology2021
Advances in Metagenomics and Its Application in Environmental Microorganisms.
Review in Frontiers in microbiology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 102 papers, 5 of them syntheses that pooled 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.
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
102 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- Marine microbiomes and their expanding role in biotechnological potential: a systematic review.Archives of microbiology · 2026Pooled it
- Deep learning approaches for resolving genomic discrepancies in cancer: a systematic review and clinical perspective.Briefings in bioinformatics · 2025Pooled it
- Multi-omics time-series analysis in microbiome research: a systematic review.Briefings in bioinformatics · 2025Pooled it
- A Systematic Review on Microbial Profiling Techniques in Goat Milk: Implications for Probiotics and Shelf-Life.International journal of molecular sciences · 2025Pooled it
- Pooled it
- From Identification to Enzymatic Activity Profiling: Comprehensive Characterization of BloCAβ, a Probiotic β-Carbonic Anhydrase From Bifidobacterium longum.Archiv der Pharmazie · 2026Article
- Polychip-A High-Throughput Droplet Microfluidics Platform for Interrogating Microbial Interactions.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Evaluation of targeted Massively Parallel Sequencing methods for forensic metagenomics.Applied microbiology and biotechnology · 2026Article
- Gut microbiome composition and cellulolytic bacteria associated with the carpenter bee Xylocopa frontalis.Applied microbiology and biotechnology · 2026Article
- Article
- Metagenomic profiling of antimicrobial resistance in wastewater from metropolitan cities of India.Nature communications · 2026Article
- From Bench to Bedside: Personalized Genomics in the Diagnosis and Treatment of Osteomyelitis.Antibiotics (Basel, Switzerland) · 2026Review
- A cross-sectional metagenomic analysis of the microbial ecology in symptomatic apical periodontitis - AnJournal of conservative dentistry and endodontics · 2026Article
- Editorial: Utilizing machine learning with phenotypic and genotypic data to enhance effective breeding in agricultural and horticultural crops.Frontiers in plant science · 2026Article
- Genome-resolved insights into hydrocarbon-transforming and nitrate-reducing microbial communities from deep petroleum reservoir cores of the Nashpa Oil Field, Pakistan.Frontiers in microbiology · 2026Article
- Microbiome-Driven Mechanisms in Breast Cancer: Emerging Evidence From Gut Microbial Signatures to Therapeutic Response.BioMed research international · 2026Review
- Exploring theFrontiers in microbiology · 2026Article
- Spatiotemporal characteristics of environmental microbial communities and resistomes in intensive care units of a tertiary hospital in northwest China.Frontiers in microbiology · 2026Article
- Review
- Reference-free k-mer based dissimilarity measures for metagenomes comparison.Frontiers in bioinformatics · 2026Article
42 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
13 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Metagenomics is a new approach to study microorganisms obtained from a specific environment by functional gene screening or sequencing analysis. Metagenomics studies focus on microbial diversity, community constitute, genetic and evolutionary relationships, functional activities, and interactions and relationships with the environment. Sequencing technologies have evolved from shotgun sequencing to high-throughput, next-generation sequencing (NGS), and third-generation sequencing (TGS). NGS and TGS have shown the advantage of rapid detection of pathogenic microorganisms. With the help of new algorithms, we can better perform the taxonomic profiling and gene prediction of microbial species. Functional metagenomics is helpful to screen new bioactive substances and new functional genes from microorganisms and microbial metabolites. In this article, basic steps, classification, and applications of metagenomics are reviewed.
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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.