Evidence map›Paper›PMID 37311764›Full record

ArticleNature communications2023

Hydrogen and dark oxygen drive microbial productivity in diverse groundwater ecosystems.

S Emil Ruff, Pauline Humez, Isabella Hrabe de Angelis, Muhe Diao, Michael Nightingale, Sara Cho, Liam Connors, Olukayode O Kuloyo, Alan Seltzer, Samuel Bowman and 4 more

Open access · goldAbstract read
In one paragraph

Article in Nature communications, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 58 papers.

0numbers the graph read from it
0cells of the map it votes in
58citing papers in PubMed
14.1field-weighted citation impact, top 1% of its field
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

58 citing papers in PubMed, 98 citations in OpenAlex.

  1. Microbial ecology of shallow groundwater ecosystems.Nature reviews. Microbiology · 2026
    Review
  2. Article
  3. Article
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  6. Article
  7. Review
  8. Article
  9. Article
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  12. Review
  13. Revisiting the greatness of Earth's great oxidation.Communications earth & environment · 2026
    Review
  14. Article
  15. Article
  16. Review
  17. Microbial oxidation significantly reduces methane export from global groundwaters.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  18. Article
  19. The defensome of prokaryotes in aquifers.Nature communications · 2025
    Article
  20. 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

14 authors at 4 institutions in 3 countries.

S Emil RuffDepartment of Geoscience, University of Calgary, Calgary, Canada. eruff@mbl.edu.ORCID 0000-0002-6872-6188
Pauline HumezDepartment of Geoscience, University of Calgary, Calgary, Canada.
Isabella Hrabe de AngelisDepartment of Geoscience, University of Calgary, Calgary, Canada.ORCID 0000-0001-9451-8908
Muhe DiaoDepartment of Geoscience, University of Calgary, Calgary, Canada.ORCID 0000-0002-0018-284X
Michael NightingaleDepartment of Geoscience, University of Calgary, Calgary, Canada.
Sara ChoDepartment of Geoscience, University of Calgary, Calgary, Canada.ORCID 0000-0003-4773-3255
Liam ConnorsDepartment of Geoscience, University of Calgary, Calgary, Canada.ORCID 0000-0003-4468-5411
Olukayode O KuloyoDepartment of Geoscience, University of Calgary, Calgary, Canada.
Alan SeltzerDepartment of Marine Chemistry and Geochemistry, Woods Hole Oceanographic Institution, Woods Hole, MA, USA.ORCID 0000-0003-2870-1215
Samuel BowmanDepartment of Marine Chemistry and Geochemistry, Woods Hole Oceanographic Institution, Woods Hole, MA, USA.
Scott D WankelDepartment of Marine Chemistry and Geochemistry, Woods Hole Oceanographic Institution, Woods Hole, MA, USA.ORCID 0000-0002-7683-0225
Cynthia N McClainDepartment of Geoscience, University of Calgary, Calgary, Canada.ORCID 0000-0002-1674-7323
Bernhard MayerDepartment of Geoscience, University of Calgary, Calgary, Canada.ORCID 0000-0003-4529-085X
Marc StrousDepartment of Geoscience, University of Calgary, Calgary, Canada.ORCID 0000-0001-9600-3828
University of Calgary · CAWoods Hole Oceanographic Institution · USAlberta Environment and Protected Areas · CAMarine Biological Laboratory · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Around 50% of humankind relies on groundwater as a source of drinking water. Here we investigate the age, geochemistry, and microbiology of 138 groundwater samples from 95 monitoring wells (<250 m depth) located in 14 aquifers in Canada. The geochemistry and microbiology show consistent trends suggesting large-scale aerobic and anaerobic hydrogen, methane, nitrogen, and sulfur cycling carried out by diverse microbial communities. Older groundwaters, especially in aquifers with organic carbon-rich strata, contain on average more cells (up to 1.4 × 10

Indexed as

GroundwaterMicrobiotaHydrogenOxygenOxygen IsotopesHydrogenOxygenOxygen Isotopes

Identifiers

PMID37311764
PMCPMC10264387
OpenAlexW4380480148

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.