Evidence map›Paper›PMID 42536401›Full record

ArticleThe ISME journal2026

Abundance-activity decoupling in sulfur-cycling bacteria reflects viral infection types in meromictic lakes.

Jordan R Walker, Natascha S Varona, Bailey A Wallace, Abelardo Aguilar, Molly D O'Beirne, Josef P Werne, Antoni Luque, William P Gilhooly, Alice Bosco-Santos, Cynthia B Silveira

Abstract read
In one paragraph

Article in The ISME journal, 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.

Jordan R WalkerDepartment of Biology, University of Miami, Coral Gables, FL 33146, United States.ORCID 0000-0002-9945-1017
Natascha S VaronaDepartment of Biology, University of Miami, Coral Gables, FL 33146, United States.ORCID 0000-0001-8783-3301
Bailey A WallaceDepartment of Biology, University of Miami, Coral Gables, FL 33146, United States.ORCID 0000-0002-1965-849X
Abelardo AguilarDepartment of Biology, University of Miami, Coral Gables, FL 33146, United States.ORCID 0000-0003-3133-0590
Molly D O'BeirneDepartment of Geology & Environmental Science, University of Pittsburgh, Pittsburgh, PA 15260, United States.
Josef P WerneDepartment of Geology & Environmental Science, University of Pittsburgh, Pittsburgh, PA 15260, United States.ORCID 0000-0002-7019-6024
Antoni LuqueDepartment of Biology, University of Miami, Coral Gables, FL 33146, United States.ORCID 0000-0002-5817-4914
William P GilhoolyDepartment of Earth & Environmental Sciences, Indiana University Indianapolis, Indianapolis, IN 46202, United States.ORCID 0000-0002-5931-5571
Alice Bosco-SantosInstitute of Earth Sciences, University of Lausanne, Lausanne, 1015, Switzerland.ORCID 0000-0002-7357-8781
Cynthia B SilveiraDepartment of Biology, University of Miami, Coral Gables, FL 33146, United States.ORCID 0000-0002-9533-5588

Funding

College of Arts and Sciences Fellowship 914000001910DOE-JGI Community Science Program 508870NASA Exobiology Program 80NSSC23K0676NSF Emerging Mathematics in Biology (eMB) Program 2424579NSF GRFP 2023353157Swiss National Science Foundation CRSK-2-220721UM's Frost Institute for Data Science and Computing (IDSC) Early Career Research Award for computing resources
6 · The paper itself

Abstract

Meromictic lakes serve as analogs of redox-stratified ancient oceans with well-mixed surface waters and anoxic bottoms. In sulfide-rich lakes, purple and green sulfur bacteria (PSB, GSB) dominate the anoxic zones where light penetrates, and their biosignatures can guide interpretations of geologic records. Although PSB and GSB biosignatures indicate presence, they do not directly reflect the community composition of modern analog lakes, posing a challenge for interpretation. Here, we investigate this decoupling by integrating metagenomics, metatranscriptomics, and metaHi-C virus-host linkages with the geochemical profiles of three meromictic lakes. In the phototrophic microbial plates, PSB transcriptional activity far exceeded their abundance (73% of total microbial community activity versus 30% of abundance), whereas GSBs displayed the opposite pattern. Concurrently, PSBs were exclusively associated with temperate viruses and GSBs were targeted by lytic infections. Sulfate-reducing bacteria and viruses encoding genes for sulfate reduction were most active where sulfide concentration was lowest. These results reveal that viral replication strategies are associated with the decoupling between abundance and activity in anoxygenic phototrophs and sulfate reducers. These relationships could accelerate sulfur regeneration, contribute to sustaining phototrophy, and ultimately reflect in the lake's bulk biosignatures.

Indexed as

BacteriophagesChlorobiChromatiaceaeLakesSulfurSulfur-Reducing BacteriaMetagenomicsOxidation-ReductionSulfidesSulfidesSulfuranoxygenic photosynthesisbacteriophagesgreen sulfur bacteriaHi-Cmetagenomicsmetatranscriptomicspurple sulfur bacteriasulfate-reducing bacteriaviral metabolic genes

Identifiers

PMID42536401
PMCPMC13584214

What OpenQuestion holds

Textmetadata
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.