Evidence map›Paper›PMID 41980953›Full record

ArticleNature communications2026

Quantitative stable isotope probing (qSIP)-informed metagenomics identifies viruses infecting chemoautotrophs.

Elaine Luo, Ngoc D Pham, Timothy J Rogers, Md Moinuddin Sheam, Bayleigh E Benner, Joseph J Vallino, Gareth Trubl, Julie A Huber

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

8 authors.

Elaine LuoDepartment of Biological Sciences, University of North Carolina at Charlotte, Charlotte, NC, USA. elaine.luo@charlotte.edu.ORCID http://orcid.org/0000-0003-0238-7571
Ngoc D PhamDepartment of Biological Sciences, University of North Carolina at Charlotte, Charlotte, NC, USA.
Timothy J RogersDepartment of Biological Sciences, University of North Carolina at Charlotte, Charlotte, NC, USA.ORCID http://orcid.org/0000-0002-4292-619X
Md Moinuddin SheamDepartment of Biological Sciences, University of North Carolina at Charlotte, Charlotte, NC, USA.
Bayleigh E BennerDepartment of Biological and Physical Sciences, Johnson & Wales University, Providence, RI, USA.ORCID http://orcid.org/0000-0002-6266-5740
Joseph J VallinoEcosystems Center, Marine Biological Laboratory, Woods Hole, MA, USA.ORCID http://orcid.org/0000-0002-4184-4512
Gareth TrublPhysical and Life Sciences Directorate, Lawrence Livermore National Laboratory, Livermore, CA, USA.ORCID http://orcid.org/0000-0001-5008-1476
Julie A HuberMarine Chemistry and Geochemistry, Woods Hole Oceanographic Institution, Woods Hole, MA, USA.ORCID http://orcid.org/0000-0002-4790-7633

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Aquatic environments absorb ~2.5 gigatonnes of atmospheric carbon each year

Indexed as

MetagenomicsVirusesCarbon CycleCarbon IsotopesIsotope LabelingCarbon Isotopes

Identifiers

PMID41980953
PMCPMC13254410

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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Registered trials

None linked

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.