Evidence map›Paper›PMID 41998050›Full record

ArticleScientific reports2026

Metaproteomics uncovers the functional capacity of a soil microbiome.

Yuqian Gao, Joonhoon Kim, Ruonan Wu, Niaz Bahar Chowdhury, Joon-Yong Lee, Carrie D Nicora, Ronald J Moore, Matthew E Monroe, Janet K Jansson, Kristin E Burnum-Johnson

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Yuqian Gao *Earth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, WA, USA.
Joonhoon Kim *Energy and Environment Directorate, Pacific Northwest National Laboratory, Richland, WA, USA.
Ruonan Wu *Earth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, WA, USA.
Niaz Bahar ChowdhuryEarth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, WA, USA.
Joon-Yong LeeEarth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, WA, USA.
Carrie D NicoraEarth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, WA, USA.
Ronald J MooreEarth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, WA, USA.
Matthew E MonroeEarth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, WA, USA.
Janet K JanssonEarth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, WA, USA.
Kristin E Burnum-Johnson *Earth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, WA, USA. Kristin.Burnum-Johnson@pnnl.gov.

Funding

U.S. Department of Energy, Office of Science, Office of Biological and Environmental Research Early Career Research Program
6 · The paper itself

Abstract

The soil microbiome plays a vital role in key ecosystem processes, but its functional capacity remains poorly understood. Microbial activities underpin many applications in environmental biotechnology, such as nutrient cycling, contaminant degradation, and the recovery and transformation of minerals and elements. However, analyzing the complex soil metaproteome is challenging. Here, we propose an approach to explore soil metaproteomes, which will improve our understanding of the metabolic potential within the soil microbiome. As a proof of concept, we generated high-quality metaproteomes from native prairie soil using high-resolution tandem mass spectrometry. Over 15,000 peptides were identified using paired metagenomes. By using lowest common ancestor method, the peptides were conservatively assigned to 21 bacterial, fungal, and archaeal phyla or superphyla, including rare soil bacterial phyla such as Candidatus Tectomicrobia, as well as viruses. Functional analysis at the pathway level was performed using complementary KEGG and MetaCyc databases, revealing essential biogeochemical cycles, such as carbon and sulfur cycling. By combining taxonomic and functional analyses, we disentangled the relative contributions of individual soil microbial phylum-level taxon to community metabolic functions. This study highlights the importance of taxon-resolved functional analysis enabled by soil metaproteomics, surpassing the capabilities of other single-omics methods. It offers new insights into how individual microbes function within complex soil microbiomes, paving the way for more targeted microbial strategies to improve system performance in bioeconomy applications.

Indexed as

MicrobiotaProteomeProteomicsSoil MicrobiologyArchaeaBacteriaMetagenomeTandem Mass SpectrometryProteomeFunctional annotationKEGGMetaCycMetaproteomicsSoil microbiome

Identifiers

PMID41998050
PMCPMC13370013

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.