ArticleMicrobiome2023
Ultra-sensitive isotope probing to quantify activity and substrate assimilation in microbiomes.
Article in Microbiome, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed, 30 citations in OpenAlex.
- Aerith: Visualization and Annotation of Isotopic Enrichment Patterns of Peptides and Metabolites with Stable Isotope Labeling from Proteomics and Metabolomics.Analytical chemistry · 2025Article
- Activity-targeted metaproteomics uncovers rare syntrophic bacteria central to anaerobic community metabolism.Nature microbiology · 2025Article
- De novo peptide databases enable protein-based stable isotope probing of microbial communities with up to species-level resolution.Environmental microbiome · 2025Article
- Designing synthetic microbial communities for enhanced anaerobic waste treatment.Applied and environmental microbiology · 2025Review
- The microbiologist's guide to metaproteomics.iMeta · 2025Review
- Metaproteomics in the One Health framework for unraveling microbial effectors in microbiomes.Microbiome · 2025Review
- A blueprint for contemporary studies of microbiomes.Microbiome · 2025Article
- Improved methodology for tracing a pulse of 13C-labelled tree photosynthate carbon to ectomycorrhizal roots, other soil biota and soil processes in the field.Tree physiology · 2025Article
- Metaproteomics-based stable isotope fingerprinting links intestinal bacteria to their carbon source and captures diet-induced substrate switching.The ISME journal · 2025Article
- Exceptionally high carbon fixation and nitrogen assimilation rates in microbial mats of an alkaline soda lake.The ISME journal · 2025Article
- Effects of diet type on the core fecal bacterial taxa and the dysbiosis index of healthy adult dogs.Frontiers in veterinary science · 2025Article
- Article
- Review
- Review
- Community standards and future opportunities for synthetic communities in plant-microbiota research.Nature microbiology · 2024Review
- Proteomic stable isotope probing with an upgraded Sipros algorithm for improved identification and quantification of isotopically labeled proteins.Microbiome · 2024Article
- More than the sum of its parts: uncovering emerging effects of microbial interactions in complex communities.FEMS microbiology ecology · 2024Article
- Microbial Growth under Limiting Conditions-Future Perspectives.Microorganisms · 2023Review
Corrections and comments
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Authors and funding
11 authors at 5 institutions in 3 countries.
Funding
Abstract
backgroundStable isotope probing (SIP) approaches are a critical tool in microbiome research to determine associations between species and substrates, as well as the activity of species. The application of these approaches ranges from studying microbial communities important for global biogeochemical cycling to host-microbiota interactions in the intestinal tract. Current SIP approaches, such as DNA-SIP or nanoSIMS allow to analyze incorporation of stable isotopes with high coverage of taxa in a community and at the single cell level, respectively, however they are limited in terms of sensitivity, resolution or throughput.
resultsHere, we present an ultra-sensitive, high-throughput protein-based stable isotope probing approach (Protein-SIP), which cuts cost for labeled substrates by 50-99% as compared to other SIP and Protein-SIP approaches and thus enables isotope labeling experiments on much larger scales and with higher replication. The approach allows for the determination of isotope incorporation into microbiome members with species level resolution using standard metaproteomics liquid chromatography-tandem mass spectrometry (LC-MS/MS) measurements. At the core of the approach are new algorithms to analyze the data, which have been implemented in an open-source software ( https://sourceforge.net/projects/calis-p/ ). We demonstrate sensitivity, precision and accuracy using bacterial cultures and mock communities with different labeling schemes. Furthermore, we benchmark our approach against two existing Protein-SIP approaches and show that in the low labeling range used our approach is the most sensitive and accurate. Finally, we measure translational activity using
conclusionsWe demonstrate that our Protein-SIP approach allows for the ultra-sensitive (0.01 to 10% label) detection of stable isotopes of elements found in proteins, using standard metaproteomics data.
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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.