ArticleProceedings of the National Academy of Sciences of the United States of America2014
Relating the metatranscriptome and metagenome of the human gut.
Article in Proceedings of the National Academy of Sciences of the United States of America, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 416 papers, 4 of them syntheses that pooled it.
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Who cites it
416 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- [Advances in the Application of Forensic Microbiome Analysis in Tissue Source Inference].Sichuan da xue xue bao. Yi xue ban = Journal of Sichuan University. Medical science edition · 2025Pooled it
- Metaproteomic portrait of the healthy human gut microbiota.NPJ biofilms and microbiomes · 2024Pooled it
- Effects of Stool Sample Preservation Methods on Gut Microbiota Biodiversity: New Original Data and Systematic Review with Meta-Analysis.Microbiology spectrum · 2023Pooled it
- The Application of High-Throughput Technologies for the Study of Microbiome and Cancer.Frontiers in genetics · 2021Pooled it
- Article
- Gut microbial alterations and functional shifts in patients with hypertriglyceridemia: insights from a northwestern Chinese metagenomic study.International microbiology : the official journal of the Spanish Society for Microbiology · 2026Article
- Beyond the Rumen: Current Evidence and Knowledge Gaps in Microbial Diversity and Function Across the Bovine Gastrointestinal Tract.Current microbiology · 2026Review
- Metatranscriptomic Analysis Reveals Functional Features of the Gastrointestinal Microbiota in Tibetan Pigs.Animals : an open access journal from MDPI · 2026Article
- Article
- Microbiota-Mediator-Host Signaling Networks in Metabolic Syndrome: From Mechanistic Insights to Therapeutic Targeting.Microorganisms · 2026Review
- Maternal and infant gut microbiome.iMeta · 2026Review
- Targeting the Gut-Heart Axis in Atherosclerosis: Microbial Metabolites, Molecular Mechanisms, and Precision Therapeutics.Probiotics and antimicrobial proteins · 2026Review
- Skin metatranscriptomics reveals a landscape of variation in microbial activity and gene expression across the human body.Nature biotechnology · 2026Article
- Mobile genetic elements shape microbial diversity and functions in thawing permafrost soils.Nature microbiology · 2026Article
- Predicting functions of uncharacterized gene products from microbial communities.Nature biotechnology · 2026Article
- Uncovering transcriptional processes in microbial communities adapted to differing saline conditions in salt-weathered historic buildings.Microbiome · 2026Article
- Circulating imidazole propionate and coronary heart disease risk: interplay between histidine intake, fiber, and gut microbiome.BMC medicine · 2026Article
- The gastric ecosystem: assessing resident microbiome vs. transient microorganisms in obesity and following bariatric interventions.NPJ biofilms and microbiomes · 2026Review
- Eucommia ulmoides leaves improving growth by regulating the rumen microbiome in sheep.BMC microbiology · 2026Article
- An Exponential Scale Mixture Model for Metatranscriptomics Data with Application to Inflammatory Bowel Disease.bioRxiv : the preprint server for biology · 2026Article
356 more citing papers are in PubMed but not listed here.
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Authors and funding
14 authors.
Funding
Abstract
Although the composition of the human microbiome is now well-studied, the microbiota's >8 million genes and their regulation remain largely uncharacterized. This knowledge gap is in part because of the difficulty of acquiring large numbers of samples amenable to functional studies of the microbiota. We conducted what is, to our knowledge, one of the first human microbiome studies in a well-phenotyped prospective cohort incorporating taxonomic, metagenomic, and metatranscriptomic profiling at multiple body sites using self-collected samples. Stool and saliva were provided by eight healthy subjects, with the former preserved by three different methods (freezing, ethanol, and RNAlater) to validate self-collection. Within-subject microbial species, gene, and transcript abundances were highly concordant across sampling methods, with only a small fraction of transcripts (<5%) displaying between-method variation. Next, we investigated relationships between the oral and gut microbial communities, identifying a subset of abundant oral microbes that routinely survive transit to the gut, but with minimal transcriptional activity there. Finally, systematic comparison of the gut metagenome and metatranscriptome revealed that a substantial fraction (41%) of microbial transcripts were not differentially regulated relative to their genomic abundances. Of the remainder, consistently underexpressed pathways included sporulation and amino acid biosynthesis, whereas up-regulated pathways included ribosome biogenesis and methanogenesis. Across subjects, metatranscriptional profiles were significantly more individualized than DNA-level functional profiles, but less variable than microbial composition, indicative of subject-specific whole-community regulation. The results thus detail relationships between community genomic potential and gene expression in the gut, and establish the feasibility of metatranscriptomic investigations in subject-collected and shipped samples.
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