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The astounding exhaustiveness and speed of the Astral mass analyzer for highly complex samples is a quantum leap in the functional analysis of microbiomes

Authors: Dumas, Thibaut; Martinez Pinna, Roxana; Lozano, Clément; Radau, Sonja; Pible, Olivier; Grenga, Lucia; Armengaud, Jean;

The astounding exhaustiveness and speed of the Astral mass analyzer for highly complex samples is a quantum leap in the functional analysis of microbiomes

Abstract

Abstract Background By analyzing the proteins which are the workhorses of biological systems, metaproteomics allows us to list the taxa present in any microbiota, monitor their relative biomass, and characterize the functioning of complex biological systems. Results Here, we present a new strategy for rapidly determining the microbial community structure of a given sample and designing a customized protein sequence database to optimally exploit extensive tandem mass spectrometry data. This approach leverages the capabilities of the first generation of Quadrupole Orbitrap mass spectrometer incorporating an asymmetric track lossless (Astral) analyzer, offering rapid MS/MS scan speed and sensitivity. We took advantage of data-dependent acquisition and data-independent acquisition strategies using a peptide extract from a human fecal sample spiked with precise amounts of peptides from two reference bacteria. Conclusions Our approach, which combines both acquisition methods, proves to be time-efficient while processing extensive generic databases and massive datasets, achieving a coverage of more than 122,000 unique peptides and 38,000 protein groups within a 30-min DIA run. This marks a significant departure from current state-of-the-art metaproteomics methodologies, resulting in broader coverage of the metabolic pathways governing the biological system. In combination, our strategy and the Astral mass analyzer represent a quantum leap in the functional analysis of microbiomes.

Keywords

Proteomics, Functional analysis, Tandem mass spectrometry, Microbiota, QR100-130, Methodology, 500, 610, Microbiota [MeSH] ; Proteomics/methods [MeSH] ; Taxonomy ; Methodology ; Functional analysis ; Proteotyping ; Humans [MeSH] ; Tandem mass spectrometry ; Databases, Protein [MeSH] ; Microbiome ; Tandem Mass Spectrometry/methods [MeSH] ; Peptides [MeSH], Microbial ecology, [SDV.MP]Life Sciences [q-bio]/Microbiology and Parasitology, Proteotyping, Tandem Mass Spectrometry, Tandem mass spectrometry Microbiome Proteotyping Taxonomy Functional analysis Background, Humans, Microbiome, Functional analysis Background, Peptides, Databases, Protein, [SDV.MP] Life Sciences [q-bio]/Microbiology and Parasitology, Taxonomy

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
43
Top 10%
Top 10%
Top 1%
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